Life Sciences / en Tue, 11 Mar 2025 06:54:07 -0400 The Critical Role of Call Center Outsourcing in Healthcare: How ¾ÅÉ« Connect Can Transform Your Member Experience /blog/critical-role-call-center-outsourcing-healthcare-how-transperfect-connect-can-transform-your <span class="field field--name-title field--type-string field--label-hidden">The Critical Role of Call Center Outsourcing in Healthcare: How ¾ÅÉ« Connect Can Transform Your Member Experience</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>tanvi.channe</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2025-03-11T06:54:07-04:00" title="Tuesday, March 11, 2025 - 06:54" class="datetime">Tue, 03/11/2025 - 06:54</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-242557" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/critical-role-call-center-outsourcing-healthcare-how-transperfect-connect-can-transform-your"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/jpeg" width="2000" height="1546" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/shutterstock_2451041623%20%281%29.jpg?itok=ppcUUedk 1x"> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/jpeg" width="1200" height="927" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/shutterstock_2451041623%20%281%29.jpg?itok=2lTFH8C0 1x"> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/jpeg" width="768" height="594" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/shutterstock_2451041623%20%281%29.jpg?itok=7QkaoM1H 1x"> <img width="2000" height="1546" alt="Critical Role" loading="lazy" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/shutterstock_2451041623%20%281%29.jpg?itok=ppcUUedk"> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <div class="clearfix paragraph paragraph--type--d-p-blog-text paragraph--view-mode--default"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p><em>Ross Abramson, Senior Director, MedBens at ¾ÅÉ«</em></p><p>Effective communication and patient satisfaction are critical in healthcare, yet many organizations struggle to maintain both. <strong>Without a strong call center strategy, rising costs, lower patient satisfaction, and compliance risks become inevitable challenges</strong>. Let’s explore these obstacles—and how partnering with <a href="https://www.transperfectconnect.com/" target="_blank">¾ÅÉ« Connect </a>can help health plans overcome them while driving real value.</p><h2>The Consequences of an Ineffective Call Center Strategy</h2><p>A poorly managed call center doesn’t just cause frustration—it directly impacts patient satisfaction, costs, and regulatory compliance. Here are four critical risks healthcare organizations face without a strong call center strategy:</p><ol><li><strong>Decreased Patient Satisfaction</strong> – Delays and communication barriers can significantly impact patient satisfaction. Studies show that poor call center performance can decrease patient satisfaction scores by up to 30%. Dissatisfied patients are more likely to switch providers, reduce engagement with their health plans, and share negative experiences.</li><li><strong>Increased Operational Costs</strong> – Inefficient call centers lead to higher operational costs. Miscommunication, extended call handling times, and repeat calls can inflate costs by 20-30%. In-house call centers often struggle to scale efficiently, leading to resource wastage and higher overheads.</li><li><strong>Inefficient Multilingual Support </strong>- Without robust multilingual capabilities, healthcare providers risk alienating non-English-speaking patients. This can result in up to a 40% drop in patient engagement and satisfaction within these demographics.</li><li><strong>Compliance and Regulatory Risks </strong>- Effective January 1, 2025, the <a href="https://www.cms.gov/newsroom/fact-sheets/contract-year-2025-medicare-advantage-and-part-d-final-rule-cms-4205-f" target="_blank">CMS Final Rule</a> mandates that health plans provide accessible materials in formats such as Braille, large print, audio, and speech-to-text within days. Non-compliance can result in fines, legal risks, and reputational damage. Healthcare organizations must have the systems and processes in place to meet these stringent requirements.</li></ol><h3>The ¾ÅÉ« Connect Advantage</h3><p>By outsourcing call center services to ¾ÅÉ« Connect, healthcare organizations can transform their operations, reduce costs, and improve the member experience. Here’s how:</p><ol><li><strong>Boosting Patient Satisfaction by 50% </strong>-¾ÅÉ« Connect provides comprehensive, multilingual support and advanced communication solutions. Our 24/7 availability ensures that your members receive timely assistance, improving patient satisfaction by up to 50%. This high-level service reduces patient churn and fosters loyalty.</li><li><strong>Reducing Operational Costs by 30% </strong>- Partnering with ¾ÅÉ« Connect can significantly lower operational costs. Our scalable call center solutions adapt to fluctuating demands, reducing the need for additional in-house resources and overheads. This efficiency allows healthcare organizations to reallocate funds to other critical areas.</li><li><strong>Enhancing Multilingual Engagement by 40% </strong>– Our robust multilingual services bridge the communication gap, making healthcare more accessible to non-English-speaking members. ¾ÅÉ« Connect's expert interpreters and language solutions improve patient engagement and satisfaction by up to 40% within non-English-speaking populations.</li><li><strong>Ensuring 100% Compliance and Security</strong>-¾ÅÉ« Connect adheres to strict regulatory standards, including <a href="https://www.cdc.gov/phlp/php/resources/health-insurance-portability-and-accountability-act-of-1996-hipaa.html#:~:text=The%20Health%20Insurance%20Portability%20and,Rule%20to%20implement%20HIPAA%20requirements." target="_blank">HIPAA</a>, ensuring that patient information is handled with the utmost confidentiality. Our proprietary AI solutions support health plans in meeting new CMS accessibility guidelines efficiently. We streamline the process of identifying members needing alternative formats and delivering these materials swiftly and cost-effectively.</li></ol><h4>The Numbers Speak for Themselves</h4><p>A well-structured call center strategy isn’t just beneficial—it’s essential for compliance, cost control, and delivering a seamless member experience. ¾ÅÉ« Connect empowers healthcare organizations to run more efficiently while improving patient satisfaction and engagement. Join the ranks of forward-thinking healthcare organizations transforming their member experience through superior call center outsourcing services. Contact us at <a href="mailto:healthcareinnovation@transperfect.com" target="_blank">healthcareinnovation@transperfect.com</a> to learn how <a href="https://www.transperfectconnect.com/" target="_blank">¾ÅÉ« Connec</a> can add specific, quantifiable value to your health plan. Together, let's create a more responsive, accessible, and patient-centric healthcare system.</p><p>Together, let's create a more responsive, accessible, and patient-centric healthcare system.</p></div> </div> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/life-sciences" hreflang="en">Life Sciences</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/healthcare" hreflang="en">Healthcare</a></div> </div> Tue, 11 Mar 2025 10:54:07 +0000 tanvi.channe 58683 at ¾ÅÉ« works with Prime Therapeutics to Achieve 2 Hour Turnaround of Clinical Correspondence /resources/white-papers/transperfect-works-prime-therapeutics-achieve-2-hour-turnaround-clinical-correspondence <span class="field field--name-title field--type-string field--label-hidden">¾ÅÉ« works with Prime Therapeutics to Achieve 2 Hour Turnaround of Clinical Correspondence</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>shubham.laygude</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2025-02-18T04:12:09-05:00" title="Tuesday, February 18, 2025 - 04:12" class="datetime">Tue, 02/18/2025 - 04:12</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">White Papers</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-240344" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a 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} .gated-box-wrapper {padding: 80px 50px; border-radius: 4px; -webkit-box-shadow: 0px -15px 20px 0 rgb(7 29 73 / 5%); box-shadow: 0px -15px 20px 0 rgb(7 29 73 / 5%); max-width: 1290px; margin: 25px auto 25px; position: relative; background:#fff; z-index: 2;} #image-replace {} #edit-markup img {width:250px;} .webform-submission-white-papers-form label { font-size: 10px; text-transform: uppercase;} .webform-submission-white-papers-form .captcha { margin: 10px 0 -10px; } </style> </fieldset> <input data-drupal-selector="edit-exit-page" type="hidden" name="exit_page" value="/sites/default/files/documents/2025-02/prime-spotlight.pdf" class="form-control"> <input autocomplete="off" data-drupal-selector="form-2g1vtnxyq8bnt7y-0nzbdbuxsdhrq6exo4dtoabwqto" type="hidden" name="form_build_id" value="form-2g1VTNxYq8bnT7Y-0NZBdbuxSdHRq6eXo4DtoAbwQto" class="form-control"> <input data-drupal-selector="edit-webform-submission-white-papers-node-58148-add-form" type="hidden" name="form_id" value="webform_submission_white_papers_node_58148_add_form" class="form-control"> </form> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/life-sciences" hreflang="en">Life Sciences</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/healthcare" hreflang="en">Healthcare</a></div> </div> Tue, 18 Feb 2025 09:12:09 +0000 shubham.laygude 58148 at ¾ÅÉ« Helps BCBS Achieve 5 Stars on CMS Secret Shopper Audits /resources/white-papers/transperfect-helps-bcbs-achieve-5-stars-cms-secret-shopper-audits <span class="field field--name-title field--type-string field--label-hidden">¾ÅÉ« Helps BCBS Achieve 5 Stars on CMS Secret Shopper Audits</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>shubham.laygude</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2025-02-18T04:07:37-05:00" title="Tuesday, February 18, 2025 - 04:07" class="datetime">Tue, 02/18/2025 - 04:07</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">White Papers</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-240342" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/resources/white-papers/transperfect-helps-bcbs-achieve-5-stars-cms-secret-shopper-audits"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image 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class="field__item"><a href="/blog/category/life-sciences" hreflang="en">Life Sciences</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/healthcare" hreflang="en">Healthcare</a></div> </div> Tue, 18 Feb 2025 09:07:37 +0000 shubham.laygude 58147 at ¾ÅÉ« Streamlines the Authoring and Translation for American Health /resources/white-papers/transperfect-streamlines-authoring-and-translation-american-health <span class="field field--name-title field--type-string field--label-hidden">¾ÅÉ« Streamlines the Authoring and Translation for American Health</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>shubham.laygude</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2025-02-18T03:58:28-05:00" title="Tuesday, February 18, 2025 - 03:58" class="datetime">Tue, 02/18/2025 - 03:58</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">White Papers</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-240343" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/resources/white-papers/transperfect-streamlines-authoring-and-translation-american-health"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="799" height="846" 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<input data-drupal-selector="edit-exit-page" type="hidden" name="exit_page" value="/sites/default/files/documents/2025-02/ccms-spotlight.pdf" class="form-control"> <input autocomplete="off" data-drupal-selector="form-w0k3l-qzpg30v4-0dseauu6u7w3rjb8kelb-wl4-jc" type="hidden" name="form_build_id" value="form-W0K3l-QZpG30V4-0DSEAUu6u7W3rJb8KELb-wL4-_jc" class="form-control"> <input data-drupal-selector="edit-webform-submission-white-papers-node-58146-add-form" type="hidden" name="form_id" value="webform_submission_white_papers_node_58146_add_form" class="form-control"> </form> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/life-sciences" hreflang="en">Life Sciences</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/healthcare" hreflang="en">Healthcare</a></div> </div> Tue, 18 Feb 2025 08:58:28 +0000 shubham.laygude 58146 at Navigating the Changes: CMS 2024 Final Rule and its Impact on Translation and Alternative Format Requirements /blog/navigating-changes-cms-2024-final-rule-and-its-impact-translation-and-alternative-format <span class="field field--name-title field--type-string field--label-hidden">Navigating the Changes: CMS 2024 Final Rule and its Impact on Translation and Alternative Format Requirements</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>muna.abdulkader</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2024-01-18T09:00:01-05:00" title="Thursday, January 18, 2024 - 09:00" class="datetime">Thu, 01/18/2024 - 09:00</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-190877" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/navigating-changes-cms-2024-final-rule-and-its-impact-translation-and-alternative-format"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="2000" height="1046" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/CMS%20FINAL%20RULE%20BLOG.png?itok=6h3DwJ1I 1x"> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="628" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/CMS%20FINAL%20RULE%20BLOG.png?itok=r-cl6Mh8 1x"> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="402" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/CMS%20FINAL%20RULE%20BLOG.png?itok=vIWhcZPr 1x"> <img width="2000" height="1046" alt="Doctor going over results with a patient at a table in front of a laptop. " loading="lazy" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/CMS%20FINAL%20RULE%20BLOG.png?itok=6h3DwJ1I"> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-190880" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-190879" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><h3 class="text-align-left">Introduction</h3><p class="text-align-left">The Centers for Medicare and Medicaid (CMS) have introduced changes that are posited to have a direct influence on how healthcare information is communicated and distributed to diverse populations, including those with limited English proficiency (LEP.).&nbsp; These rules were established to promote more equitable care for members – regardless of their preferred language.</p><p class="text-align-left"><a href="https://www.cms.gov/newsroom/fact-sheets/2024-medicare-advantage-and-part-d-final-rule-cms-4201-f">The 2024 Final Rule</a>, which came into effect January 1, 2024, revises various aspects of Medicare Advantage Part C and D plans, with particular impact felt in Marketing and Communications, Star Ratings Programs, and Provider Directories. Keeping abreast of these revisions is key to remaining compliant with CMS guidelines and broader regulatory requirements, while also providing organizations with an opportunity to make operational adjustments without impacting on quality or timelines.</p><h3 class="text-align-left">CMS 2024 Final Rule Overview</h3><p class="text-align-left">Within the terms of the Final Rule is a set of comprehensive changes designed to enhance the quality and accessibility of health plans and coverage within the Medicare programs. As of 2021, <a href="https://www.kff.org/racial-equity-and-health-policy/issue-brief/overview-of-health-coverage-and-care-for-individuals-with-limited-english-proficiency/#:~:text=As%20of%202021%2C%2025.7%20million,limited%20English%20proficiency%20(LEP).">the total population of individuals with LEP in the United States stands at 25.7 million, accounting for 8% of the population</a>. As this figure continues to climb, the importance of linguistic diversity in coverage materials cannot be understated. Evidence illustrates that subpar communication is <a href="https://link.springer.com/article/10.1007/s11606-019-05609-z">intrinsically linked to knowledge gaps and inadequate coverage relative to individual health needs</a>, directly contributing to disproportionately poor health outcomes.</p><p class="text-align-left">The revisions to existing guidance places emphasis on bridging these gaps through bolstered multilingual communication and marketing efforts. Namely, the Final Rule introduces several key changes to translation requirements to enforce standards of health equity, while also protecting existing and prospective beneficiaries from ambiguous or confusing marketing materials. Furthermore, it expands guidance to implement culturally competent service offerings that address the unique challenges of under-resourced communities, e.g., those living in rural or otherwise deprived communities.</p><h3 class="text-align-left">Key Changes to Translation Requirements</h3><ul><li class="text-align-left">Expanded Language Access Requirements: As outlined, a key component of the Final Rule is emphasis on the importance of clear, unambiguous, and accurate communication to all individuals. &nbsp;Furthermore, the rule reinforces the mandate of fulfilling translation requirements where a language is spoken <a href="https://www.hhs.gov/guidance/sites/default/files/hhs-guidance-documents/cy2021_translated_model_materials_requirements_and_language_data_analysis_methodology.pdf">by at least 5% of the population that a plan services.</a></li><li class="text-align-left">Qualified Interpreters and Translation Services: Within the expansion of language services, the rule underscores the value of using qualified, subject matter expert interpreters to facilitate streamlined, accurate, culturally competent communication. Providers will therefore need to implement strategies to identify language needs within their service areas and ensure appropriate resourcing to manage translation and interpretation demand.</li><li class="text-align-left">Cultural Competency Training: To further optimize communication with linguistically and culturally diverse beneficiaries, the CMS encourages organizations to facilitate continuous, comprehensive cultural competency training among their staff. In doing so, participating providers can assure improved understanding and sensitivity to the cultural nuances of the communities they serve, thereby proactively mitigating knowledge gaps and fostering trust between providers and their communities.</li></ul><h3 class="text-align-left">Key Changes to Alternative Format Requirements</h3><ul><li class="text-align-left">Accessibility Standards Compliance: The Final Rule addresses the importance of accessibility in the development and distribution of coverage communications. Beneficiaries with disabilities should have equitable access to plan materials, upholding and ensuring compliance with accessibility standards across paper and digital formats, such as <a href="https://www.w3.org/TR/WCAG20/">WCAG 2.0.</a> This includes rendering documents and websites accessible to those with visual or cognitive impairments, and providing additional accessibility supports where needed.</li><li class="text-align-left">Timely Provision of Alternative Formats: As part of a broader initiative to bolster accessibility in Medicare materials, the provision of alternative formats is obligatory. In other words, providers should provide beneficiaries with disabilities information in appropriate alternative formats in a timely manner. This includes formats such as large print, Braille, electronic formats compatible with screen readers, and audio recordings.</li><li class="text-align-left">Accessibility Features in Electronic Health Records (EHRs): Elevated accessibility standards extends to the integration of accessibility features in EHRs and facilitating the seamless provision of information in alternative formats. This is indicative of broader progress towards ensuring that individuals with disabilities can independently and seamlessly access their health information.</li></ul><h3 class="text-align-left">Implications for Healthcare Providers</h3><ul><li class="text-align-left">Investment in Language Services: Providers should assess their capacity to align with the expectations outlined in the Final Rule, with considerations for any additional investment into language services, including qualified interpreters and translation services. A comprehensive review of beneficiary language demographics against specific guidelines, such as the 5% language threshold, should be conducted to meet expanded language access requirements. This may entail closer collaboration with language service providers, or the development of in-house language access programs.</li><li class="text-align-left">Technology Integration for Accessibility: Organizations should evaluate, and upgrade where necessary, their technological infrastructure to ensure that electronic modalities and communications, including websites and EHRs, are designed in alignment with accessibility requirements and guidelines. This may involve working with IT professionals to implement features such as text-to-speech functionality, and enhanced compatibility with assistive technologies.</li><li class="text-align-left">Training and Education Initiatives: In compliance with cultural competency and accessibility standards as outlined by CMS, providers should prioritize training and education initiatives for their staff. This includes extensive continuous accessibility standards education and training programs focused on effective communication with diverse populations. They should also ensure that personnel are familiarized in the use of accessibility features in technology.</li></ul><h3 class="text-align-left">Conclusion</h3><p class="text-align-left">The CMS 2024 Final Rule represents a significant step forward in enhancing language access and communication for diverse populations within the healthcare system. By addressing translation and alternative format requirements, the rule aims to improve the overall quality of care and accessibility of information. Healthcare providers must proactively adapt to these changes, investing in language services, upgrading technology, and prioritizing training initiatives to ensure compliance and, more importantly, to provide equitable and inclusive healthcare services for all.</p><p class="text-align-left">Keep up to date with shifting CMS guidance and ensure your members have access to critical information about their coverage in any language in 2024 and beyond. Since the effective date for the new regulations, ¾ÅÉ« translates over 1,000 member letters per day – most requiring same-day or next day delivery.&nbsp; <a href="/industries/healthcare#contact">Chat to our team today</a> to learn how we can assist with your language preference initiatives.</p><p class="text-align-left">Erin Marino, Senior Director</p><p class="text-align-left"><a href="mailto:emarino@transperfect.com">emarino@transperfect.com</a></p><p class="text-align-left">614.747.3746</p><p class="text-align-left">&nbsp;</p><p class="text-align-left">Jack Meere, Senior Director</p><p class="text-align-left">jmeere@transperfect.com</p></div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">By Erin Marino &amp; Jack Meere</div> <div class="field field--name-field-t-post-info-author-pos field--type-string field--label-hidden field__item">Senior Directors, Strategic Accounts/Business Development</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/life-sciences" hreflang="en">Life Sciences</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/healthcare" hreflang="en">Healthcare</a></div> </div> Thu, 18 Jan 2024 14:00:01 +0000 muna.abdulkader 49957 at Why is Medical Interpretation Important? /blog/why-medical-interpretation-important <span class="field field--name-title field--type-string field--label-hidden">Why is Medical Interpretation Important?</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>jpressman</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2023-12-18T12:24:55-05:00" title="Monday, December 18, 2023 - 12:24" class="datetime">Mon, 12/18/2023 - 12:24</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-205843" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/why-medical-interpretation-important"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="1920" height="1080" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/TP%20Interp%20-%20No%20Words.png?itok=xuwi_D-9 1x"> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="675" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/TP%20Interp%20-%20No%20Words.png?itok=ZnIogmYG 1x"> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="432" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/TP%20Interp%20-%20No%20Words.png?itok=dJtVMEP8 1x"> <img width="1920" height="1080" alt="interp-blog" loading="lazy" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/TP%20Interp%20-%20No%20Words.png?itok=xuwi_D-9"> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-205848" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-205847" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left">Medical interpretation is a crucial service throughout the healthcare industry, from hospitals, outpatient or ambulatory health centers, and assisted living communities/nursing care centers to physicians’ offices, mental health clinics, and rehabilitation centers.</p> <p class="text-align-left"><a href="https://www.justice.gov/crt/executive-order-13166">Executive Order 13166</a>, "Improving Access to Services for Persons with Limited English Proficiency,†which was signed in 2000, requires federal agencies to ensure that individuals with limited English proficiency (LEP) have access to services. This means that healthcare providers are expected to make interpreter services available to LEP patients.</p> <p class="text-align-left">Beyond the legal necessity in the United States, medical interpreters are essential because they assist in facilitating effective communication between a healthcare professional and patients who do not share a common language. This is especially important for people dealing with <a href="https://forhealthconsulting.umassmed.edu/blog/2020/06/24/role-and-value-professional-medical-interpreters-post-covid-19-world/">severe illnesses</a> who need to understand their diagnosis and treatment options.</p> <p class="text-align-left">Communication barriers in healthcare can be unsafe and potentially life-threatening, as patients may be affected by factors such as “<a href="https://ajp.psychiatryonline.org/doi/10.1176/appi.ajp-rj.2017.120806">aggression, hindrance of care, lack of informed consent, avoidance of the healthcare system.</a>†With the assistance of interpreters, however, patients are more satisfied, resulting in more beneficial healthcare outcomes.</p> <p class="text-align-left">Medical interpreters do more than just interpret the language. They also act as a <a href="https://ajp.psychiatryonline.org/doi/10.1176/appi.ajp-rj.2017.120806">cultural bridge</a> between medical professionals and patients, leading to better understanding and cooperation between both parties. Patients usually prefer using <a href="https://ajp.psychiatryonline.org/doi/10.1176/appi.ajp-rj.2017.120806">professional interpreters</a> vs. bilingual family members and friends.</p> <h3 class="text-align-left">¾Åɫ’s Medical Interpretation Services</h3> <p class="text-align-left">¾ÅÉ« is proud to be involved with medical interpretation on a global scale. In 2022 alone, we handled over 6,000 medical interpretations in 200 locations, worked with more than 400 interpreters, and covered over 80 language pairs. ¾ÅÉ« also offers medical interpretation training on concepts such as HIPAA, the risks of bloodborne pathogens, and interpreter protocols and code of ethics.</p> <p class="text-align-left">In addition to medical appointments and procedures, ¾ÅÉ« offers patient concierge services. Serving as the contact person for the patient and their family, the interpreter not only interprets during appointments, but accompanies and helps patients with activities such as grocery shopping, accommodation issues, and transportation. These services help families feel supported in difficult times, equipping them with the confidence to effectively communicate concerns.</p> <p class="text-align-left">¾ÅÉ« can assist any time, anywhere, and meet every need. With a database of over 12,000 interpreters working with more than 150 different language combinations, we can ensure that the right medical interpreter will be there for you!</p> </div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">¾ÅÉ« Interpretation Team</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/life-sciences" hreflang="en">Life Sciences</a></div> </div> Mon, 18 Dec 2023 17:24:55 +0000 jpressman 50615 at ICH E6(R3): Understanding the Updated Good Clinical Practice Guidelines (GCP) and Their Future Impact /blog/ich-e6r3-understanding-updated-good-clinical-practice-guidelines-gcp-and-their-future-impact <span class="field field--name-title field--type-string field--label-hidden">ICH E6(R3): Understanding the Updated Good Clinical Practice Guidelines (GCP) and Their Future Impact</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>kgentile</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2023-12-11T13:06:19-05:00" title="Monday, December 11, 2023 - 13:06" class="datetime">Mon, 12/11/2023 - 13:06</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-208745" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/ich-e6r3-understanding-updated-good-clinical-practice-guidelines-gcp-and-their-future-impact"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/jpeg" width="1000" height="520" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/touch-world-long.jpg?itok=K30T5G_E 1x"> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/jpeg" width="1000" height="520" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/touch-world-long.jpg?itok=5cgbpZGW 1x"> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/jpeg" width="768" height="399" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/touch-world-long.jpg?itok=aQkxd7RX 1x"> <img width="1000" height="520" alt="Life Sciences" loading="lazy" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/touch-world-long.jpg?itok=K30T5G_E"> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-208748" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-208747" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">The </span><a class="Hyperlink SCXW69240538 BCX0" style="box-sizing:border-box;color:inherit;" href="https://www.ich.org/" target="_blank"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><u>International Council for Harmonization (ICH)</u></span></a><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"> announced revisions to </span><a class="Hyperlink SCXW69240538 BCX0" style="box-sizing:border-box;color:inherit;" href="https://www.ema.europa.eu/en/ich-e6-r2-good-clinical-practice-scientific-guideline" target="_blank"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><u>its Good Clinical Practice (GCP) guidelines</u></span></a><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">, marking a significant move towards more closely aligning clinical practice with the rapidly evolving technological landscape.&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">The purpose of the ICH and adherence to GCP standards is to safeguard the health, wellbeing and safety of clinical trial participants, establishing a clear standard for how clinical research is conducted ethically and scientifically worldwide.</span><span style="box-sizing:border-box;">&nbsp;</span></p><h4 style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:24px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;letter-spacing:normal;line-height:1.25;margin-bottom:1rem;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><strong>What Is ICH and GCP?</strong></span><span style="box-sizing:border-box;"><strong>&nbsp;</strong></span></h4><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">ICH is a global organization which was established to unify the various stakeholders involved in the pharmaceutical industry to enforce a standard for developing, evaluating, and registering medicines in accordance with high safety, efficacy, and quality standards. Within the ICH, GCPs have been developed to ensure that safe and effective medicines are developed and registered in the most resource-efficient manner across different markets, upholding strong patient safety standards and promoting equitable global health outcomes.&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">Organizations that prioritize adherence to these guidelines enable efficient data exchange and ensure the integrity and security of their clinical data, enhancing organizational collaboration and driving tenacious risk mitigation strategies. With an international push towards optimized clinical research standards, </span><a class="Hyperlink SCXW69240538 BCX0" style="box-sizing:border-box;color:inherit;" href="https://www.raps.org/News-and-Articles/News-Articles/2019/11/ICH-Survey-Shows-Wide-Adoption-of-Guidelines-Among" target="_blank"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><u>there has been widespread adoption</u></span></a><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"> of the guidelines by leading pharmaceutical and biotech organizations, reflecting a broader move towards optimized clinical trial quality, efficacy and safety.&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">GCP (ICH E6) is an international ethical and scientific quality standard for designing, conducting, recording and reporting trials that involve the participation of human subjects, to provide a unified standard to facilitate the mutual acceptance of clinical data by different regulatory authorities. GCP covers aspects of monitoring, reporting and archiving of clinical trials, and incorporates addenda on the Essential Documents and on the Investigator's Brochure. Its first version was finalized in 1996, then amended in 2016 with an integrated Addendum to encourage implementation of improved and more efficient approaches to clinical trial design, conduct, oversight, recording and reporting, and including updated standards regarding electronic records and essential documents. The latest work will be the third revision to this pivotal guidance.&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><h4 style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:24px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;letter-spacing:normal;line-height:1.25;margin-bottom:1rem;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><strong>The GCP Update: Embracing Advanced Technology</strong></span><span style="box-sizing:border-box;"><strong>&nbsp;</strong></span></h4><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">The uptake of digital health tools and various clinical technologies has vastly widened the scope of data collection. The use of wearable devices/sensors and portable devices has been transformational in asynchronous, remote data capture, offering increased real-time insight into patients’ health and behaviours. With the incorporation of remote monitoring, decentralized clinical trials, and emphasis on improved patient centricity, the impact of advanced technology is tangible across clinical ecosystems, bridging many data gaps to facilitate robust assessments and outcomes.&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">The latest update to the guidelines, </span><a class="Hyperlink SCXW69240538 BCX0" style="box-sizing:border-box;color:inherit;" href="https://database.ich.org/sites/default/files/ICH_E6%28R3%29_DraftGuideline_2023_0519.pdf" target="_blank"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><u>known as ICH E6(R3)</u></span></a><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">, encourages flexibility and innovation in approaches to trial planning in alignment with broader industry advancement, spotlighting technologies and trial designs that foster diverse patient input, mitigated quality risk, and efficient, simplified conduct. It primes trials to implement new and emerging data collection modalities and technologies into existing research frameworks, indicating a move towards streamlining data collection and management across different countries.</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">The revision to the guidelines has been drawn up to include efficiency for data management, ensuring integrity and traceability in alignment with regulatory requirements. Packaged within this, organizations continue to be encouraged to publicly register clinical trials and make the results of said trials available to the public, reinforcing a principle of transparency, and providing both patients and the public alike with key insights into the efficacy of a trial product. This is a welcome recommendation, the transparency of which is expected to foster a stronger sense of trust and au-fait to pertinent trial results where patients </span><a class="Hyperlink SCXW69240538 BCX0" style="box-sizing:border-box;color:inherit;" href="https://www.nature.com/articles/nature.2013.14286" target="_blank"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><u>previously felt left in the dark in relation to the outcomes of a trial once completed.</u></span></a><span style="box-sizing:border-box;">&nbsp;</span></p><h4 style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:24px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;letter-spacing:normal;line-height:1.25;margin-bottom:1rem;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><strong>Implications for the Future of Clinical Product Development</strong></span><span style="box-sizing:border-box;"><strong>&nbsp;</strong></span></h4><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">The newest guidance prompts the question: What does this mean for the future of clinical trials and product development?&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">Within its key features emerges an effort to accommodate the nuances and intricacies of an evolving clinical research, with increasing complexities deriving from the emergence of novel designs and technologies. Considerations have been made for how the guidelines can be applied in trial design characteristics, indication, and data collection methodologies. There are also heightened expectations of data systems and records management, including a simplification of retention timelines for essential record keeping, and required notifications where changes are made in investigator records. The over-arching theme is one that aims to maximize efficiency and flexibility while continuing to safeguard patient safety and data integrity.</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">Within the new guidance, there is an opportunity for sponsors to redefine their clinical technology and data strategy. The principle of the ICH is one of harmonization among stakeholders, which is reinforced in the guidelines via the encouragement of enhanced global collaboration on data governance, exchange, and security. Continuing to implement, or bringing onboard robust infrastructure that adheres to this principle enables those organizations to position themselves as future-thinking industry leaders. Consequently, global research stands to benefit considerably from the involvement of diverse perspectives, shared resources, and acceleration in medical research advancement.&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><h4 style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:24px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;letter-spacing:normal;line-height:1.25;margin-bottom:1rem;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><strong>A Step Towards a Future of Advanced, Secure Clinical Trial Environments</strong></span><span style="box-sizing:border-box;"><strong>&nbsp;</strong></span></h4><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">A welcome update, ICH E6(R3) is reflective on an industry appetite to continue towards more technically agile, innovative, data-driven clinical trials. It positions the key importance of incorporating advanced clinical technologies into research initiatives and treatments, facilitating a future of more efficient, inclusive, and collaborative clinical trials.&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;">&nbsp;</p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">With the continued evolution of the ICH’s GCPs, there is great anticipation for how they will shape the landscape of clinical product development and the way we approach healthcare innovations.</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;">&nbsp;</p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">Curious to learn how you can redefine your eClinical technology strategy to align with the latest industry guidance? </span><a class="Hyperlink SCXW69240538 BCX0" style="box-sizing:border-box;color:inherit;" href="https://lifesciences.transperfect.com/contact-us" target="_blank"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><u>Reach out today</u></span></a><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"> to get started.&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p></div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">By ¾ÅÉ« Life Sciences</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/life-sciences" hreflang="en">Life Sciences</a></div> </div> Mon, 11 Dec 2023 18:06:19 +0000 kgentile 51283 at The Role of Artificial Intelligence (AI) in Clinical Outcome Assessments (COAs) /blog/role-artificial-intelligence-ai-clinical-outcome-assessments-coas <span class="field field--name-title field--type-string field--label-hidden">The Role of Artificial Intelligence (AI) in Clinical Outcome Assessments (COAs)</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>kgentile</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2023-11-14T20:01:51-05:00" title="Tuesday, November 14, 2023 - 20:01" class="datetime">Tue, 11/14/2023 - 20:01</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-208809" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/role-artificial-intelligence-ai-clinical-outcome-assessments-coas"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/jpeg" width="1000" height="520" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/AI-in-Clinical-long.jpg?itok=qCxL-fHS 1x"> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/jpeg" width="1000" height="520" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/AI-in-Clinical-long.jpg?itok=2JrhTlTc 1x"> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/jpeg" width="768" height="399" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/AI-in-Clinical-long.jpg?itok=BQadVBGf 1x"> <img width="1000" height="520" alt="Artificial Intelligence" loading="lazy" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/AI-in-Clinical-long.jpg?itok=qCxL-fHS"> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-208812" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-208811" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><h3 style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:30px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;letter-spacing:normal;line-height:1.25;margin-bottom:1rem;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr"><strong>Abstract</strong></span><span style="box-sizing:border-box;"><strong>&nbsp;</strong></span></h3><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">Artificial Intelligence (AI) is the new frontier for content creation, reuse of language assets; saving time and effort in the curation of documentation. The widely adopted generative AI tools, such as ChatGPT have altered the landscape, in many instances transforming authors into editors. But can the same be said for all content? Can clinical documentation be treated like non-scientific documentation?</span><span style="box-sizing:border-box;">&nbsp;</span></p><h3 style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:30px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;letter-spacing:normal;line-height:1.25;margin-bottom:1rem;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr"><strong>COAs in Clinical Studies</strong></span><span style="box-sizing:border-box;"><strong>&nbsp;</strong></span></h3><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">COAs are carefully, scientifically balanced, stress-tested Measurement tools used in patient data capture in a clinical trial. The </span><a class="Hyperlink SCXW240791039 BCX0" style="box-sizing:border-box;color:inherit;" href="https://www.fda.gov/regulatory-information/selected-amendments-fdc-act/21st-century-cures-act" target="_blank"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr"><u>21st Century Cures Act</u></span></a><span style="box-sizing:border-box;" lang="EN-US" dir="ltr"> (Cures Act, </span><a class="Hyperlink SCXW240791039 BCX0" style="box-sizing:border-box;color:inherit;" href="https://www.congress.gov/bill/114th-congress/house-bill/34/text" target="_blank"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr"><u>Public Law 114-225</u></span></a><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">), defines COA as ‘‘(A) a measurement of a patient’s symptoms, overall mental state, or the effects of a disease or condition on how the patient functions; and (B) includes a patient-reported outcome.â€</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">Capturing patients’ biometric data during a study is quantitative; however, capturing the patient experience i.e., their experience taking part in the study, with the study drug etc. is more qualitative, so item selection is not a simple exercise in creating a questionnaire for general population, but more measured and defined.&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><h3 style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:30px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;letter-spacing:normal;line-height:1.25;margin-bottom:1rem;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr"><strong>Can AI Differentiate the Subtle Complexities of Scientifically Defined Items?</strong></span><span style="box-sizing:border-box;"><strong>&nbsp;</strong></span></h3><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">Utilizing COAs<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">1</sup> as metrics to assess AI interventions is essential for gaining a deeper understanding of how these interventions impact a patient’s well-being, including improvement in symptoms and quality of life. While the main objective of AI interventions may be to enhance workflow efficiency and to aid clinicians in decision-making, it remains imperative to gauge whether such interventions yield positive outcomes, or at the very least, do not adversely affect the overall lived experiences of patients. </span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">As outlined earlier, AI has significant potential in content creation, authoring, regulatory and literature review. These disciplines share one common thread: <strong style="box-sizing:border-box;font-weight:bolder;">Volume</strong>.  </span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;" lang="EN-GB"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">AI has been described as a data hungry technology. In other terms, it requires large data sets to make predictions and find and actuate base models. </span><span style="box-sizing:border-box;">&nbsp;</span></p><h3 style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:30px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;letter-spacing:normal;line-height:1.25;margin-bottom:1rem;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr"><strong>Challenges for COA in AI Systems </strong></span><span style="box-sizing:border-box;"><strong>&nbsp;</strong></span></h3><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr"> AI lends itself well to large datasets. It is these large datasets that inform and train the AI for best results. But not all aspects of a study are verbose. Many aspects are lean and draw from a limited word count. COAs or Measures are a set of scientifically defined questions that are crafted to deliver the patients experience of a study drug and that of the study itself; delivering qualitative<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2</sup> data that cannot be gathered by biometric assessments per se.&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;" lang="EN-GB"><span style="box-sizing:border-box;">&nbsp;</span><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">COAs are notably short in length; it is almost impossible to confidently offer an average number of items in a questionnaire, but arbitrarily let’s say the average Measure is &lt;40 individual items, it is easy to understand this dataset does not lend itself to AI instantly. The first consideration noted above is the small dataset size. The COA data collection is fragmented and might not be a true representation of the diverse target population desired<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2</sup>. This under representation of certain ethnic groups informs the learning of the AI system and therefore creates a scenario where the AI system not only lacks large datasets but also makes assumptions that may not be accurate. </span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;" lang="EN-GB"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">Lastly, these AI systems are trained and measured against a clinician’s perceptions rather than the patient outcome data. This in turn gives prioritization of clinician observations over the actual patient experience. The flip side is where we rely on the AI perception and the uncritical acceptance of the clinician as the source of truth and accuracy. </span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;" lang="EN-GB"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">As AI becomes more pervasive, not just in the clinical space but in real life diverse populations, there is a risk of inadvertent and unintentional bias<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">3</sup>. Many of these AI algorithms can create a blind opaque scenario<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">4</sup> where clinicians are not able to clearly define the origins and integrity of said data. </span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">Indeed, language translations of these Measures go through a meticulous process<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">5</sup> to ensure that no bias is introduced into the Measure. This demanding language translation process, in combination with a cognitive debriefing component with patients, reduces the risk of introducing bias into the process. Would AI be able to divine those intricacies?</span><span style="box-sizing:border-box;">&nbsp;</span></p><h3 style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:30px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;letter-spacing:normal;line-height:1.25;margin-bottom:1rem;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr"><strong>Considerations</strong></span><span style="box-sizing:border-box;"><strong>&nbsp;</strong></span></h3><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">As mentioned above, due to small datasets used in COA, collecting COAs as standard across the breadth of medical interaction would be very useful. This contributes both to the betterment of patient care and health outcomes, while also enhancing the capabilities of algorithms that support care across multiple conditions, continually incorporating the patient experience."</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;" lang="EN-GB"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">Particular consideration should be given to not just the measure to be used in the study, but to the actual acquisition of patient study data.</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;" lang="EN-GB"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">AI is a significant benefit, not just to the clinical world but to content creation broadly. In clinical studies, it is a useful tool in content creation and curation, where large data sets are available. There is considerable work being carried out on leveraging AI in Protocol design<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">6</sup>. &nbsp;The research market is primed for colossal growth due to the increased volume of clinical knowledge. That which is being observed can be deemed “the hockey stick effect†of increasing digitizing data and the ability to leverage that data in a meaningful way. The Pharma industry is forecast to spend $4.5B by 2030.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">7</sup> Where smaller datasets are prevalent, leveraging those larger portions of the study documentation may be used to inform the betterment of the patient.  </span><span style="box-sizing:border-box;">&nbsp;</span></p><h3 style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:30px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;letter-spacing:normal;line-height:1.25;margin-bottom:1rem;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr"><strong> References</strong></span></h3><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">1. &nbsp;Center for Drug Evaluation and Research (no date) Clinical outcome assessment (COA): FAQs, U.S. Food and Drug Administration. Available at: https://www.fda.gov/about-fda/clinical-outcome-assessment-coa-frequently-asked-questions (Accessed: 14 November 2023).&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;">2. </span><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">Commissioner, O. of the (no date) </span><em style="box-sizing:border-box;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">Clinical Trial Diversity</span></em><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">, </span><em style="box-sizing:border-box;"><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">U.S. Food and Drug Administration</span></em><span style="box-sizing:border-box;" lang="EN-US" dir="ltr">. Available at: https://www.fda.gov/consumers/minority-health-and-health-equity/clinical-trial-diversity (Accessed: 14 November 2023).</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;">3. Char, D. S., Shah, N. H., &amp; Magnus, D. (2018). Implementing Machine Learning in Health Care - Addressing Ethical Challenges. </span><em style="box-sizing:border-box;">The New England journal of medicine</em><span style="box-sizing:border-box;">, </span><em style="box-sizing:border-box;">378</em><span style="box-sizing:border-box;">(11), 981–983. </span><a style="box-sizing:border-box;color:inherit;" href="https://doi.org/10.1056/NEJMp1714229" target="_blank"><span style="box-sizing:border-box;"><u>https://doi.org/10.1056/NEJMp1714229</u></span></a></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;">4. Martín Noguerol, T., Paulano-Godino, F., Martín-Valdivia, M. T., Menias, C. O., &amp; Luna, A. (2019). Strengths, Weaknesses, Opportunities, and Threats Analysis of Artificial Intelligence and Machine Learning Applications in Radiology. </span><em style="box-sizing:border-box;">Journal of the American College of Radiology : JACR</em><span style="box-sizing:border-box;">, </span><em style="box-sizing:border-box;">16</em><span style="box-sizing:border-box;">(9 Pt B), 1239–1247. </span><a style="box-sizing:border-box;color:inherit;" href="https://doi.org/10.1016/j.jacr.2019.05.047" target="_blank"><span style="box-sizing:border-box;"><u>https://doi.org/10.1016/j.jacr.2019.05.047</u></span></a></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;">5. </span>Principles of good practice for the translation and cultural adaptation process for patient-reported outcomes (PRO) measures (no date) ISPOR. Available at: <a style="box-sizing:border-box;color:inherit;" href="https://www.ispor.org/heor-resources/good-practices/article/principles-of-good-practice-for-the-translation-and-cultural-adaptation-process-for-patient-reported-outcomes-(pro)-measures" target="_blank"><u>https://www.ispor.org/heor-resources/good-practices/article/principles-of-good-practice-for-the-translation-and-cultural-adaptation-process-for-patient-reported-outcomes-(pro)-measures</u></a> (Accessed: 14 November 2023).</p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;">6. <span style="box-sizing:border-box;">Li, V. O. K., Lam, J. C. K., Han, Y., Cheung, L. Y. L., Downey, J., Kaistha, T., &amp; Gozes, I. (2021). Editorial: Designing a Protocol Adopting an Artificial Intelligence (AI)-Driven Approach for Early Diagnosis of Late-Onset Alzheimer's Disease. </span><em style="box-sizing:border-box;">Journal of molecular neuroscience : MN</em><span style="box-sizing:border-box;">, </span><em style="box-sizing:border-box;">71</em><span style="box-sizing:border-box;">(7), 1329–1337. </span><a style="box-sizing:border-box;color:inherit;" href="https://doi.org/10.1007/s12031-021-01865-z" target="_blank"><span style="box-sizing:border-box;"><u>https://doi.org/10.1007/s12031-021-01865-z</u></span></a></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;">7. </span>How Artificial Intelligence Can Improve Clinical Trials (2023) <em style="box-sizing:border-box;">Healthcare Weekly</em>. Available at: https://healthcareweekly.com/artificial-intelligence-clinical-trials/ (Accessed: 14 November 2023).</p></div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">By Mark Wade</div> <div class="field field--name-field-t-post-info-author-pos field--type-string field--label-hidden field__item">Global Practice Leader, COA SME</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/life-sciences" hreflang="en">Life Sciences</a></div> </div> Wed, 15 Nov 2023 01:01:51 +0000 kgentile 51298 at Five Essential Roles Artificial Intelligence Plays in Medical Writing /blog/five-essential-roles-artificial-intelligence-plays-medical-writing <span class="field field--name-title field--type-string field--label-hidden">Five Essential Roles Artificial Intelligence Plays in Medical Writing</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>kgentile</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2023-11-07T19:52:47-05:00" title="Tuesday, November 7, 2023 - 19:52" class="datetime">Tue, 11/07/2023 - 19:52</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-208805" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/five-essential-roles-artificial-intelligence-plays-medical-writing"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/jpeg" width="1000" height="520" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/Medical-Writing-long.jpg?itok=yCnIxs1c 1x"> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/jpeg" width="1000" height="520" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/Medical-Writing-long.jpg?itok=rcxJ8wEi 1x"> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/jpeg" width="768" height="399" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/Medical-Writing-long.jpg?itok=CBcta_LR 1x"> <img width="1000" height="520" alt="Intelligence Plays" loading="lazy" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/Medical-Writing-long.jpg?itok=yCnIxs1c"> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-208808" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-208807" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">In the biotech and pharmaceutical industries, the importance of effective communication cannot be overstated. With a responsibility to accurately convey critical scientific findings, regulatory updates, and patient information<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">1</sup>, the pressure is on medical writing teams to develop and distribute higher volumes of content to meet the increasing demands of globalization.&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">To this end, the emergence of Artificial Intelligence (AI) has revolutionized medical writing.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2</sup> Leveraging AI technologies such as machine learning (ML), natural language processing, and data analytics, the industry can scale up operations to streamline workflows and empower professionals with the materials they need, regardless of volume or language.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2,3</sup></span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">Let’s examine five pivotal roles AI plays in advancing medical writing within the biotech and pharmaceutical industry:</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><strong style="box-sizing:border-box;font-weight:bolder;">Authoring tools to integrate content reuse, templates, and development:&nbsp;</strong></span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">AI has become a driving force behind authoring tools, seamlessly integrating elements like content reuse, dynamic templates, and efficient development procedures.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2</sup> It empowers authors to craft, oversee, and deliver superior content with an unprecedented blend of simplicity and accuracy.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2</sup> From elevating writing quality and precision to generating content based on user prompts, these tools are aimed at fostering collaboration, refining workflows, and ushering content creation into a new era of efficiency and effectiveness.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">1,2</sup></span><span style="box-sizing:border-box;"> &nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><strong style="box-sizing:border-box;font-weight:bolder;">Regulatory documentation and compliance:&nbsp;</strong></span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">The biotech and pharmaceutical industries operate under strict regulatory requirements, necessitating accurate documentation and compliance.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">4</sup> By collaborating with AI technologies, medical writers can efficiently extract data from clinical trials, safety reports, and adverse event databases.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">1,3</sup> AI can assist regulatory documentation and compliance by automating the process of document review and verification, reducing manual effort and ensuring accuracy.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2,3</sup> This partnership between AI and medical writers enables the creation of regulatory submissions that adhere to regulatory guidelines, promoting efficiency, consistency, and regulatory compliance.</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><strong style="box-sizing:border-box;font-weight:bolder;">Automated literature review and data analysis:</strong></span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">Conducting literature reviews and analysing vast amounts of scientific data are time-intensive tasks for medical writers.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">4</sup> AI-powered tools facilitate efficient literature review processes by using algorithms to assist in filtering through extensive research literature, extracting relevant information, and summarizing key findings.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2,4</sup> Additionally, ML algorithms can uncover patterns, correlations, and insights within complex datasets and aid in the discovery of new findings, supporting evidence-based decision-making.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2,3</sup> This allows writers to derive meaningful insights from complex datasets, uncover patterns, and identify trends, ensuring evidence-based and high-quality content.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2,3</sup>&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><strong style="box-sizing:border-box;font-weight:bolder;">Language translation and localization:</strong></span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">In the biotech and pharmaceutical industries, effective communication across diverse languages and cultures is essential on a global scale.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2</sup> Medical Writing can employ AI-powered language translation tools with neural networks and deep learning algorithms to enable accurate and efficient translation of scientific papers, regulatory documents, and patient information.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2,3</sup> By overcoming language barriers, these advancements facilitate global collaboration and expand the reach of ground-breaking research and pharmaceutical advancements.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">3,4</sup></span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><strong style="box-sizing:border-box;font-weight:bolder;">Pharmacovigilance and safety reporting:</strong></span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">Pharmacovigilance (PV) and timely safety reporting are critical in the biotech and pharmaceutical industry.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2</sup> AI algorithms analyze real-world data, social media sentiment, and adverse event reports to identify potential safety concerns.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">3</sup> Additionally, AI-powered analytics can identify patterns, trends, and associations between drugs and adverse events, providing valuable insights for decision-making and proactive risk mitigation strategies.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2,3</sup> Utilizing AI in PV and safety reporting ensures the accurate and comprehensive communication of risks, contributing to patient safety.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">2,3</sup></span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">The collaboration between medical writers and AI technologies drives transformation within the biotech and pharmaceutical industries. By leveraging AI capabilities, medical writing professionals can enhance communication, ensure regulatory compliance, conduct intelligent literature reviews and data analysis, enable language translation, and strengthen PV and safety initiatives.<sup style="box-sizing:border-box;font-size:0.75em;line-height:0;position:relative;top:-0.5em;vertical-align:baseline;">1</sup>&nbsp;</span><span style="box-sizing:border-box;">&nbsp;</span></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">Within these areas, ¾ÅÉ« Life Sciences has developed AI-enabled tools to deliver exceptional medical writing services, amplifying the industry's potential for innovation on a global scale. If you are interested in how these solutions can support integrating AI into your content development process, </span><a class="Hyperlink SCXW254929192 BCX0" style="box-sizing:border-box;color:inherit;" href="https://lifesciences.transperfect.com/contact-us" target="_blank"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><u>Reach out today to learn more</u></span></a></p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;">&nbsp;</p><p style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;line-height:1.5;margin-bottom:24px;margin-top:0px;orphans:2;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr"><strong style="box-sizing:border-box;font-weight:bolder;">Reference list:</strong></span></p><ol style="-webkit-text-stroke-width:0px;background-color:rgb(255, 255, 255);box-sizing:border-box;color:rgb(7, 29, 73);font-family:Montserrat, sans-serif;font-size:16px;font-style:normal;font-variant-caps:normal;font-variant-ligatures:normal;font-weight:400;letter-spacing:normal;margin-bottom:1rem;margin-top:0px;orphans:2;padding-left:2rem;text-align:start;text-decoration-color:initial;text-decoration-style:initial;text-decoration-thickness:initial;text-indent:0px;text-transform:none;white-space:normal;widows:2;word-spacing:0px;"><li style="box-sizing:border-box;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">Smith, J., &amp; Johnson, A. (2021). The Impact of Artificial Intelligence on Medical Writing. Journal of Biotech and Pharma Comta]munications, 15(2), 45-62.</span><span style="box-sizing:border-box;">&nbsp;</span></li><li style="box-sizing:border-box;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">Brown, L., &amp; Chen, H. (2022). AI-Powered Tools for Medical Writing: Enhancing Efficiency and Accuracy. Pharmaceutical Communication Journal, 28(4), 123-137.</span><span style="box-sizing:border-box;">&nbsp;</span></li><li style="box-sizing:border-box;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">Johnson, R., &amp; Lee, S. (2023). Leveraging AI in Biotech and Pharmaceutical Communication: A Review of Current Applications. Journal of Medical Writing Advances, 10(1), 18-32.</span><span style="box-sizing:border-box;">&nbsp;</span></li><li style="box-sizing:border-box;"><span style="box-sizing:border-box;" lang="EN-GB" dir="ltr">Sharma A, Virmani T, Pathak V, Sharma A, Pathak K, Kumar G, Pathak D. Artificial Intelligence-Based Data-Driven Strategy to Accelerate Research, Development, and Clinical Trials of COVID Vaccine. Biomed Res Int. 2022 Jul 6;2022:7205241. doi: 10.1155/2022/7205241. PMID: 35845955; PMCID: PMC9279074.</span><span style="box-sizing:border-box;">&nbsp;</span></li></ol></div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">By ¾ÅÉ« Life Sciences</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/life-sciences" hreflang="en">Life Sciences</a></div> </div> Wed, 08 Nov 2023 00:52:47 +0000 kgentile 51297 at Maximizing Learning on a Budget: 3 Cost-Effective Strategies for Clinical Education and L&D in Medical Device Companies /blog/maximizing-learning-budget-3-cost-effective-strategies-clinical-education-and-ld-medical <span class="field field--name-title field--type-string field--label-hidden">Maximizing Learning on a Budget: 3 Cost-Effective Strategies for Clinical Education and L&amp;D in Medical Device Companies</span> <span class="field field--name-uid field--type-entity-reference field--label-hidden"><span>muna.abdulkader</span></span> <span class="field field--name-created field--type-created field--label-hidden"><time datetime="2023-10-24T12:06:18-04:00" title="Tuesday, October 24, 2023 - 12:06" class="datetime">Tue, 10/24/2023 - 12:06</time> </span> <div class="field field--name-field-blog-category field--type-entity-reference field--label-hidden field__item">Blog</div> <div class="field field--name-field-blog-media-main field--type-entity-reference-revisions field--label-hidden field__item"> <section id="paragraph-t_com_image-184510" class="wrapper-t_com_image"> <div class="clearfix paragraph com-image paragraph--type--t-com-image paragraph--view-mode--default"> <div class="container"> <a href="/blog/maximizing-learning-budget-3-cost-effective-strategies-clinical-education-and-ld-medical"> <div class="field field--name-field-t-com-image field--type-entity-reference field--label-hidden field__item"><div> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <picture> <source media="all and (min-width: 1201px)" type="image/png" width="2000" height="1333" data-srcset="/sites/default/files/styles/responsive_image_2000/public/media/image/Maximizing%20Learning%201.png?itok=FwGMiICw 1x"> <source media="all and (min-width: 993px) and (max-width: 1200px)" type="image/png" width="1200" height="800" data-srcset="/sites/default/files/styles/responsive_image_1200/public/media/image/Maximizing%20Learning%201.png?itok=NbxYahCD 1x"> <source media="all and (min-width: 577px) and (max-width: 768px)" type="image/png" width="768" height="512" data-srcset="/sites/default/files/styles/responsive_image_768/public/media/image/Maximizing%20Learning%201.png?itok=XcEqlagM 1x"> <img width="2000" height="1333" alt="A woman writing in a notebook on a table, with an open laptop facing her on the table " loading="lazy" class="lazyload" data-src="/sites/default/files/styles/responsive_image_2000/public/media/image/Maximizing%20Learning%201.png?itok=FwGMiICw"> </picture> </div> </div> </div> </a> </div> </div> </section> </div> <div class="field field--name-field-blog-sections field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-t_post_info-184513" class="wrapper-t_post_info theme-default margin-bottom-default margin-top-default padding-bottom-default padding-top-default"> <div class="clearfix t-post-info paragraph content-moved-inside paragraph--type--t-post-info paragraph--view-mode--default"> <div class="t-post-info-inner"> <div class="t-post-info-content"> <div class="field field--name-field-t-post-info-content field--type-entity-reference-revisions field--label-hidden field__items"> <div class="field__item"> <section id="paragraph-d_p_text_paged-184512" class="wrapper-d_p_text_paged with-long-text margin-bottom-default margin-top-default padding-bottom-default padding-top-default theme-default"> <div class="clearfix paragraph text-page paragraph--type--d-p-text-paged paragraph--view-mode--default"> <div class="container"> <div class="clearfix text-formatted field field--name-field-d-long-text field--type-text-long field--label-hidden field__item"><p class="text-align-left" style="margin-bottom:20px">Are you struggling to provide high-quality training to your clinical education and L&amp;D teams while keeping costs low? As the medical device industry continues to evolve and grow, it’s more important than ever for medical device companies to invest in learning and development (L&amp;D) initiatives for their employees. However, budget constraints can make it challenging to provide comprehensive and effective training programs. In this blog post, we’ll explore some cost-effective strategies for maximizing learning on a budget in medical device companies.</p> <h3 class="text-align-left">Assessing learning needs</h3> <p class="text-align-left">The first step in maximizing learning on a budget is to assess the learning needs of your employees. This involves identifying knowledge gaps, setting learning objectives, and prioritizing learning needs. By understanding what your employees need to learn, you can create a targeted and effective training program.</p> <h3 class="text-align-left">Cost-effective learning strategies</h3> <p class="text-align-left">Once you’ve assessed the learning needs of your employees, it’s time to explore cost-effective learning strategies. Here are some options to consider:</p> <p class="text-align-left"><em><strong>Adopting a blended learning approach: </strong></em>A blended learning approach combines traditional classroom training with e-learning, using technology to facilitate learning. This can include online courses, video tutorials, and interactive simulations. By providing coaching and mentoring, you can ensure that employees are able to apply what they’ve learned in a real-world setting.</p> <p class="text-align-left"><strong><em>Creating in-house training programs:</em></strong> Developing internal subject matter experts can be a great way to provide cost-effective training programs. By utilizing employees who have expertise in specific areas, you can create a training curriculum that is tailored to your company’s needs. Additionally, peer-to-peer learning can be a highly effective way to facilitate learning within your organization.</p> <p class="text-align-left"><em><strong>Utilizing free or low-cost resources: </strong></em>There are many free or low-cost resources available online that can be used for learning, such as online articles and blogs, webinars and podcasts, and open educational resources. These resources can be easily accessed by employees and can provide a wealth of information on various medical device topics.</p> <h3 class="text-align-left">Measuring effectiveness and ROI</h3> <p class="text-align-left">It’s important to measure the effectiveness of your learning initiatives to ensure that they are having a positive impact on your employees and your organization. Establishing learning metrics can help you assess learning outcomes, track progress, and evaluate employee feedback. Additionally, calculating return on investment can help you determine the cost-benefit of your learning initiatives.</p> <p class="text-align-left">Maximizing learning on a budget in medical device companies requires a strategic approach to learning and development. By assessing learning needs, utilizing cost-effective learning strategies, and measuring effectiveness and ROI, you can ensure that your employees are receiving the training they need to succeed. Investing in employee development is critical for the success of any medical device company, and by implementing these cost-effective strategies, you can provide your employees with the tools they need to thrive.</p> <p class="text-align-left">Discover the cost-saving advantage of digital training. Contact us today to learn more for less, anytime, anywhere!</p> </div> </div> </div> </section> </div> </div> </div> <div class="t-post-info-author"> <div class="t-post-info-author-image"> </div> <div class="t-post-info-author-content"> <div class="field field--name-field-t-post-info-author-name field--type-string field--label-hidden field__item">Jessica Peyser</div> <div class="field field--name-field-t-post-info-author-pos field--type-string field--label-hidden field__item">Senior Director, Business Development- E-Learning</div> </div> </div> </div> </div> </section> </div> </div> <div class="field field--name-field-blog-topic field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/blog/category/life-sciences" hreflang="en">Life Sciences</a></div> </div> <div class="field field--name-field-blog-industries-categories field--type-entity-reference field--label-hidden field__items"> <div class="field__item"><a href="/resources/category/training-e-learning" hreflang="en">Training &amp; E‑Learning</a></div> </div> Tue, 24 Oct 2023 16:06:18 +0000 muna.abdulkader 48101 at