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<div class="wp-block-emagine-column emagine-column2290 inner-column-2"><div class="em-inside-inner-col em-padding-top--none em-padding-right--none em-padding-bottom--none em-padding-left--none em-tablet-padding-top--none em-tablet-padding-right--none em-tablet-padding-bottom--none em-tablet-padding-left--none em-mobile-padding-top--none em-mobile-padding-right--none em-mobile-padding-bottom--none em-mobile-padding-left--none"><div id="ppd-card-block_09e01c649baa9f1d8eb1bcf2300582d6" class="ppd-card alignfull no-bottom-card has-hex "> <div class="ppd-card__hexagon"> <img decoding="async" src="https://www.ppd.com/wp-content/uploads/2020/06/icon-fsp-analyze.svg" alt=""> </div> <div class="ppd-card__inner pad-btm"> <div class="ppd-card__top"> <div class="ppd-card__title">Innovative data integration</div> <p class="ppd-card__content">Our <a href="/our-solutions/clinical/technology-innovation/preclarus/dynamic-visualizations/">capabilities</a> span beyond our own data sources to include expertise integrating disparate data sources into your systems. This unified ecosystem frees you to focus on your most urgent business priorities.</p> </div> <div class="ppd-card__bottom"> </div> </div> </div> </div></div> <div class="wp-block-emagine-column emagine-column4183 inner-column-3"><div class="em-inside-inner-col em-padding-top--none em-padding-right--none em-padding-bottom--none em-padding-left--none em-tablet-padding-top--none em-tablet-padding-right--none em-tablet-padding-bottom--none em-tablet-padding-left--none em-mobile-padding-top--none em-mobile-padding-right--none em-mobile-padding-bottom--none em-mobile-padding-left--none"><div id="ppd-card-block_e846f82f10815637d867a1f428bb1426" class="ppd-card alignfull no-bottom-card has-hex "> <div class="ppd-card__hexagon"> <img decoding="async" src="https://www.ppd.com/wp-content/uploads/2019/09/icon-Settings-Sync.svg" alt=""> </div> <div class="ppd-card__inner pad-btm"> <div class="ppd-card__top"> <div class="ppd-card__title">Smart real-world data from planning to post-approval</div> <p class="ppd-card__content">Our integrated team of health economists, epidemiologists, biostatisticians and clinicians critically assess the available databases to identify those <a href="/our-solutions/clinical/peri-and-post-approval/data-and-real-world-evidence/">solutions</a> that will yield the best information to address your research needs.</p> </div> <div class="ppd-card__bottom"> </div> </div> </div> </div></div> </div></div></div> </div></div> </div></div></div> <div class="wp-block-emagine-columns alignfull" id="actionable-data-possible"><div id="em-layout-id_997efb-a5" class="em-row-layout-inner em-margin-top--none em-margin-bottom--none em-tablet-margin-top--none em-tablet-margin-bottom--none em-mobile-margin-top--none em-mobile-margin-bottom--none em-layout-id_997efb-a5"><div class="em-row-column-wrap em-has-2-columns em-gutter-default em-row-valign-top em-row-layout-left-golden em-tab-layout-inherit em-m-colapse-left-to-right em-mobile-layout-row em-padding-top--none em-padding-bottom--default em-tablet-padding-top--none em-tablet-padding-bottom--default em-mobile-padding-top--none em-mobile-padding-bottom--default alignwide"> <div class="wp-block-emagine-column emagine-column4411 inner-column-1"><div class="em-inside-inner-col em-padding-top--none em-padding-right--none em-padding-bottom--none em-padding-left--none em-tablet-padding-top--none em-tablet-padding-right--none em-tablet-padding-bottom--none em-tablet-padding-left--none em-mobile-padding-top--none em-mobile-padding-right--none em-mobile-padding-bottom--medium em-mobile-padding-left--none"> <div class="video-asset" style="max-width: 960px;"> <style> video-js.video-js.vjs-fluid:not(.vjs-audio-only-mode) {padding-top: 56.25%;} video-js {border:solid 0px #ddd;} </style><video-js title="Three keys to realize a real-time data ecosystem in clinical research" data-account="2202959166001" data-player="CHiz2H2j" data-embed="default" controls="" data-video-id="6349385175112" data-playlist-id="" data-application-id="" class="vjs-fluid" ></video-js> </div> <script src="https://players.brightcove.net/2202959166001/CHiz2H2j_default/index.min.js"> </script> </div></div> <div class="wp-block-emagine-column emagine-column5724 inner-column-2"><div class="em-inside-inner-col em-padding-top--none em-padding-right--none em-padding-bottom--none em-padding-left--medium em-tablet-padding-top--none em-tablet-padding-right--none em-tablet-padding-bottom--none em-tablet-padding-left--none em-mobile-padding-top--none em-mobile-padding-right--none em-mobile-padding-bottom--none em-mobile-padding-left--none"><section class="suggested-content-block alignwide "> <div class="grid grid--thirds"> <a class="ppd-card" href="https://www.ppd.com/wp-content/uploads/2024/04/Clinical-Research-Data-Trends-Infographic.pdf" target="_self"> <div class="ppd-card__inner"> <div class="ppd-card__bottom"> <div class="ppd-card__image"> <img fetchpriority="high" decoding="async" src="https://www.ppd.com/wp-content/uploads/2024/05/Clinical-Research-Data-Trends-Infographic-th-min-380x220.jpg" alt="Top 4 upcoming clinical research trends: 1. Adoption of digital patient engagement tools 2. Expansion of decentralized clinical trials 3. Big data and data analytics 4. Growing use of machine learning and artificial intelligence" width="380" height="220" style="border-bottom: 3px solid #54585a"> <div class="ppd-card__tax-formatted"><span style="background-color:#54585a;"><i class="fa fa-file-image-o" aria-hidden="true"></i>Infographic</span></div> </div> <div class="ppd-card__image--mobile"> <img decoding="async" src="https://www.ppd.com/wp-content/uploads/2024/05/Clinical-Research-Data-Trends-Infographic-th-min-150x150.jpg" alt="Top 4 upcoming clinical research trends: 1. Adoption of digital patient engagement tools 2. Expansion of decentralized clinical trials 3. Big data and data analytics 4. Growing use of machine learning and artificial intelligence" width="150" height="150" style="border-bottom: 3px solid #54585a"> <div class="ppd-card__tax-formatted"><span style="background-color:#54585a;"><i class="fa fa-file-image-o" aria-hidden="true"></i>Infographic</span></div> </div> <div class="ppd-card__title">Trends in clinical research data</div> <span class="ppd-card__link">Explore four trends in clinical research generating data-driven insights.</span> <div class="ppd-card__date-formatted">Sep 16th, 2024</div> </div> </div> </a> </div> </section> </div></div> </div></div></div> <div class="wp-block-emagine-columns alignfull" id="ai-hi-difference"><div id="em-layout-id_bc9185-98" class="em-row-layout-inner em-margin-top--none em-margin-bottom--default em-tablet-margin-top--none em-tablet-margin-bottom--none em-mobile-margin-top--none em-mobile-margin-bottom--none em-layout-id_bc9185-98"><div class="em-row-column-wrap em-has-1-columns em-gutter-default em-row-valign-top em-row-layout-equal em-tab-layout-inherit em-m-colapse-left-to-right em-mobile-layout-row em-padding-top--default em-padding-bottom--default em-tablet-padding-top--default em-tablet-padding-bottom--default em-mobile-padding-top--default em-mobile-padding-bottom--default alignfull"> <div class="wp-block-emagine-column emagine-column5548 inner-column-1"><div class="em-inside-inner-col em-padding-top--none em-padding-right--none em-padding-bottom--none em-padding-left--none em-tablet-padding-top--none em-tablet-padding-right--none em-tablet-padding-bottom--none em-tablet-padding-left--none em-mobile-padding-top--none em-mobile-padding-right--none em-mobile-padding-bottom--none em-mobile-padding-left--none"><section id="media-content-block_906b5af4f915d452deb432b93dbb7388" class="media-content alignfull has-blue-l-background-color bg-color has-bg-image dark-text thirds-layout invert-mobile align-content-center " style=""> <div class="alignwide align-bg"> <div class="media-content__content has-container left-content"> <div class="content-container"> <h2 class="media-content__title2">Artificial intelligence is up-leveled by human intelligence</h2> <div class="media-content__desc"><p>AI is powerless without HI. We bring together rich data expertise and state-of-the-art <a href="/our-solutions/clinical/technology-innovation/">technology and innovation</a> to accelerate the path forward. When you partner with us, you have a multidisciplinary team of data scientists, epidemiologists and statisticians — comprising one of the largest data analytics teams in the industry — dedicated to your success.</p> <p>Your goals are our priority. Whether you are having difficulty curating the clinical richness you need, integrating disparate data or seeking full transparency into your study, you can count on our team to create a holistic plan with the most <a href="/our-solutions/clinical/consulting/clinical-development-consulting/">strategically sound</a>, fit-for-purpose and operationally optimized approach – freeing you to focus on your most urgent priorities.</p> <p>We support your data needs throughout the life cycle of your product:</p> <ul> <li>Accelerate outcomes, via optimized study planning</li> <li>Save time and reduce cost leveraging predictive analytics</li> <li>Mitigate risk with real-time insights</li> <li>Access intelligence from early development through post-approval</li> </ul> </div> <a href="https://www.ppd.com/how-we-help/data-different-smarter/leveraging-artificial-intelligence-webinar-on-demand/" class="media-content__button " target="">Watch this webinar on how to leverage AI for clinical trials</a> </div> </div> <div class="media-content__image bg-image" style="background-image: url(https://www.ppd.com/wp-content/uploads/2024/09/ai-data-processing_v2-min.jpg);"></div> </div> </section> </div></div> </div></div></div> <div class="wp-block-emagine-columns alignfull" id="optimized-study-planning"><div id="em-layout-id_da714d-21" class="em-row-layout-inner em-margin-top--none em-margin-bottom--default em-tablet-margin-top--none em-tablet-margin-bottom--default em-mobile-margin-top--none em-mobile-margin-bottom--none em-layout-id_da714d-21"><div class="em-row-column-wrap em-has-2-columns em-gutter-default em-row-valign-top em-row-layout-right-golden em-tab-layout-inherit em-m-colapse-left-to-right em-mobile-layout-row em-padding-top--default em-padding-bottom--default em-tablet-padding-top--none em-tablet-padding-bottom--default em-mobile-padding-top--none em-mobile-padding-bottom--default alignwide"> <div class="wp-block-emagine-column emagine-column1654 inner-column-1"><div class="em-inside-inner-col em-padding-top--none em-padding-right--none em-padding-bottom--none em-padding-left--none em-tablet-padding-top--none em-tablet-padding-right--none em-tablet-padding-bottom--none em-tablet-padding-left--none em-mobile-padding-top--none em-mobile-padding-right--none em-mobile-padding-bottom--none em-mobile-padding-left--none"> <figure class="wp-block-image alignfull size-large sticky-image"><img decoding="async" width="1024" height="1018" src="https://www.ppd.com/wp-content/uploads/2024/06/PPD-Data-Different-Data-Smarter_purple_transparent_updated-min-1024x1018.png" alt="" class="wp-image-34402" srcset="https://www.ppd.com/wp-content/uploads/2024/06/PPD-Data-Different-Data-Smarter_purple_transparent_updated-min-1024x1018.png 1024w, https://www.ppd.com/wp-content/uploads/2024/06/PPD-Data-Different-Data-Smarter_purple_transparent_updated-min-300x298.png 300w, https://www.ppd.com/wp-content/uploads/2024/06/PPD-Data-Different-Data-Smarter_purple_transparent_updated-min-150x150.png 150w, https://www.ppd.com/wp-content/uploads/2024/06/PPD-Data-Different-Data-Smarter_purple_transparent_updated-min-768x764.png 768w, https://www.ppd.com/wp-content/uploads/2024/06/PPD-Data-Different-Data-Smarter_purple_transparent_updated-min-50x50.png 50w, https://www.ppd.com/wp-content/uploads/2024/06/PPD-Data-Different-Data-Smarter_purple_transparent_updated-min.png 1215w" sizes="(max-width: 1024px) 100vw, 1024px" /></figure> </div></div> <div class="wp-block-emagine-column emagine-column2739 inner-column-2"><div class="em-inside-inner-col em-padding-top--medium em-padding-right--none em-padding-bottom--none em-padding-left--none em-tablet-padding-top--none em-tablet-padding-right--none em-tablet-padding-bottom--none em-tablet-padding-left--none em-mobile-padding-top--none em-mobile-padding-right--none em-mobile-padding-bottom--none em-mobile-padding-left--none"> <h2 class="wp-block-heading">Finally, a data offering unlike any other</h2> <p>In a world where the volume of clinical data is growing exponentially, a one-size-fits-all approach simply doesn’t work. Instead, we partner with you to understand your individual needs – optimizing study planning, forecasting performance, mitigating risk in real-time and leveraging artificial intelligence — and meet those needs with a tailored approach throughout the product life cycle.</p> <h3 class="wp-block-heading" style="text-transform:none">The right data to put you on the right path</h3> <p>Gain confidence in the success of your trial from the start. We combine rich data sources across operations, therapeutic areas and the real world with AI-powered smart algorithms to transform study planning.</p> <ul class="wp-block-list mt-0"> <li>Proactively solve the most significant challenges facing your product’s drug development plan. Our <a href="https://www.ppd.com/our-solutions/clinical/site-patient-centric-solutions/technology/">predictive analytics engine</a> is constantly evolving — getting smarter with operational data collected across every study we conduct — giving us insight into obstacles before they occur.</li> <li>Tap into the right sites and diverse patient populations most conducive to your protocol parameters. We leverage multiple sources of data and predictive modeling to inform country and <a href="https://www.ppd.com/our-solutions/clinical/site-patient-centric-solutions/enrollment-site-activation/">site</a> recommendations.</li> <li>Our robust operational data solutions inform <a href="https://www.ppd.com/our-solutions/clinical/site-patient-centric-solutions/">patient segmentation</a> and the patient journey across many therapeutic areas of focus — expanding your access to difficult-to-identify patient sub-cohorts for analysis across care settings and diagnosis to disease progression and treatment-driven outcomes.</li> </ul> <div style="height:15px" aria-hidden="true" class="wp-block-spacer"></div> <div class="wp-block-emagine-button"><a class="wp-block-emagine-button__more has-blue-l-background-color block-btn block-btn--sm block-btn--primary" style="background-color:#ffffff" href="https://www.ppd.com/how-we-help/data-different-smarter/accelerating-drug-development-panel-discussion/" rel=""><span class="block-btn__hover" style="background-color:#f7f7f7;border-color:transparent">Watch a panel from DIA Global on accelerating drug development through the convergence of RWD</span></a></div> <div style="height:1.5rem" aria-hidden="true" id="predictive-analytics" class="wp-block-spacer"></div> <h3 class="wp-block-heading" style="text-transform:none">Predictive analytics that empower business performance</h3> <p>We forecast performance, identify potential problems and suggest alternatives through predictive analytics — streamlining operations to save you time and money and meet your business goals.</p> <ul class="wp-block-list mt-0"> <li>Our predictive modeling is infused with AI and RWD — a key advantage that gives us the ability to enhance study design, guide country/site selection, accelerate site activation, speed recruitment timelines, identify and mitigate risks and automate standard tasks so your program works at optimal speed and efficacy.</li> <li>Patients are our focus. Our patient-centric approaches to data collection and application — from leveraging <a href="https://www.ppd.com/how-we-help/decentralized-clinical-trials/decentralized-clinical-trial-assets/">decentralized trial designs</a> to <a href="https://www.ppd.com/how-we-help/product-approval/">recruitment and retention services</a> — incorporate the right patient and data into your study while removing patient barriers to participation.</li> </ul> <div style="height:15px" aria-hidden="true" class="wp-block-spacer"></div> <div class="wp-block-emagine-button"><a class="wp-block-emagine-button__more has-blue-l-background-color block-btn block-btn--sm block-btn--primary" style="background-color:#ffffff" href="https://www.ppd.com/how-we-help/data-different-smarter/non-enrolling-sites-white-paper/" rel=""><span class="block-btn__hover" style="background-color:#f7f7f7;border-color:transparent">Learn more about how predictive analytics enhance site performance</span></a></div> <div style="height:1.5rem" aria-hidden="true" id="real-time-risk-mitigation" class="wp-block-spacer"></div> <h3 class="wp-block-heading" style="text-transform:none">Real-time insights that inform real-time risk mitigation</h3> <p>Through Preclarus™, our <a href="https://www.ppd.com/our-solutions/clinical/technology-innovation/preclarus/preclarus-innovations/">award-winning analytics solution</a>, we have the information needed to direct clinical research forward quickly and effectively, even when faced with the unforeseen.</p> <ul class="wp-block-list mt-0"> <li>You have full transparency into your study’s progress as we consolidate and standardize data from multiple sources and present it via Preclarus CRI, your study’s dashboard for real-time, instant access to enrollment numbers, site performance and other critical parameters of study progress.</li> <li>Our direct data sharing capabilities, powered by Snowflake<sup>®</sup>, provide access via a cloud SQL database, requiring no additional engineering skills. Data is always “on” and real-time.</li> </ul> </div></div> </div></div></div> <div class="wp-block-emagine-columns alignfull" id="lifecycle-management"><div id="em-layout-id_25ed73-48" class="em-row-layout-inner em-margin-top--default em-margin-bottom--none em-tablet-margin-top--default em-tablet-margin-bottom--none em-mobile-margin-top--default em-mobile-margin-bottom--none em-row-has-bg em-layout-id_25ed73-48"><div class="em-row-column-wrap em-has-1-columns em-gutter-default em-row-valign-top em-row-layout-equal em-tab-layout-inherit em-m-colapse-left-to-right em-mobile-layout-row em-padding-top--default em-padding-bottom--default em-tablet-padding-top--default em-tablet-padding-bottom--default em-mobile-padding-top--default em-mobile-padding-bottom--none alignfull"> <div class="wp-block-emagine-column emagine-column4714 inner-column-1"><div class="em-inside-inner-col em-padding-top--none em-padding-right--none em-padding-bottom--none em-padding-left--none em-tablet-padding-top--none em-tablet-padding-right--none em-tablet-padding-bottom--none em-tablet-padding-left--none em-mobile-padding-top--none em-mobile-padding-right--none em-mobile-padding-bottom--none em-mobile-padding-left--none"><section id="media-content-block_83aa19f87f716c50318c0b33fd97f5b8" class="media-content alignfull has-blue-l-background-color bg-color has-bg-image dark-text thirds-layout invert-mobile align-content-center " style=""> <div class="alignwide align-bg"> <div class="media-content__content has-container left-content"> <div class="content-container"> <h2 class="media-content__title2">Deliver impact throughout the life cycle of your product</h2> <div class="media-content__desc"><p>Data must go through a rigorous process of linkage, refinement, building and sharing before its meaningful to your study. Coupling that with the power of human expertise, we ensure you have intelligent and actionable insights.</p> <ul> <li>Our investments in proprietary data sets, data partnerships, data technologies and innovation ensure access to diverse, high-quality, specialized data solutions — addressing your business, clinical and regulatory needs by bringing you closer to a 360-degree view of the patient.</li> <li>We work across a variety of data partners in a source-agnostic manner, combining the best of multiple <a href="https://www.ppd.com/our-solutions/clinical/peri-and-post-approval/data-and-real-world-evidence/">RWD</a> sources and data sets — delivering data that stratifies the requirements of regulators, payers and health care professionals.</li> </ul> <div class="wp-block-emagine-button"><a class="wp-block-emagine-button__more has-purple-background-color block-btn block-btn--sm block-btn--outline" style="color:#fff;background-color:#654181" href="/our-solutions/clinical/peri-and-post-approval/" rel=""><span class="block-btn__hover" style="color:#512d6d;background-color:#fff;border-color:#512d6d">Explore our peri- and post approval services</span></a></div> </div> </div> </div> <div class="media-content__image bg-image" style="background-image: url(https://www.ppd.com/wp-content/uploads/2023/11/data-blog_2316202953.jpg);"></div> </div> </section> </div></div> </div></div></div> <div class="wp-block-emagine-columns alignfull cards-center-aligned"><div id="em-layout-id_569b7a-28" class="em-row-layout-inner em-margin-top--none em-margin-bottom--none em-tablet-margin-top--none em-tablet-margin-bottom--none em-mobile-margin-top--none em-mobile-margin-bottom--none em-layout-id_569b7a-28"><div class="em-row-column-wrap em-has-3-columns em-gutter-default em-row-valign-top em-row-layout-equal em-tab-layout-row em-m-colapse-left-to-right em-mobile-layout-row em-padding-top--large em-padding-bottom--none em-tablet-padding-top--none em-tablet-padding-bottom--none em-mobile-padding-top--none em-mobile-padding-bottom--default alignwide"> <div class="wp-block-emagine-column emagine-column6723 inner-column-1"><div class="em-inside-inner-col em-padding-top--xlarge em-padding-right--none em-padding-bottom--none em-padding-left--none em-tablet-padding-top--none em-tablet-padding-right--none em-tablet-padding-bottom--none em-tablet-padding-left--none em-mobile-padding-top--none em-mobile-padding-right--none em-mobile-padding-bottom--none em-mobile-padding-left--none"><div id="ppd-card-block_44404b5687ece908be1050aaa5a8aa02" class="ppd-card alignfull no-bottom-card has-hex "> <div class="ppd-card__hexagon"> <img decoding="async" src="https://www.ppd.com/wp-content/uploads/2020/10/icon-digital-trials-3.svg" alt=""> </div> <div class="ppd-card__inner pad-btm"> <div class="ppd-card__top"> <div class="ppd-card__title">Gain deeper insight into patient treatment journeys</div> <p class="ppd-card__content">Access to regulatory-grade, fully anonymized, longitudinally linked electronic medical records (EMR) data — providing real-world insights by following patient segments across settings of care to assess diagnosis, disease progression and treatment-driven outcomes.</p> </div> <div class="ppd-card__bottom"> </div> </div> </div> </div></div> <div class="wp-block-emagine-column emagine-column7871 inner-column-2"><div class="em-inside-inner-col em-padding-top--xlarge em-padding-right--none em-padding-bottom--none em-padding-left--none em-tablet-padding-top--none em-tablet-padding-right--none em-tablet-padding-bottom--none em-tablet-padding-left--none em-mobile-padding-top--none em-mobile-padding-right--none em-mobile-padding-bottom--none em-mobile-padding-left--none"><div id="ppd-card-block_69d9761f3b68a7c9bccb76712458198c" class="ppd-card alignfull no-bottom-card has-hex "> <div class="ppd-card__hexagon"> <img decoding="async" src="https://www.ppd.com/wp-content/uploads/2022/09/icon-web-localization.svg" alt="icon-web-localization"> </div> <div class="ppd-card__inner pad-btm"> <div class="ppd-card__top"> <div class="ppd-card__title">Understand prescribing trends with real-time data</div> <p class="ppd-card__content">Access to real-time data capture to gain insights on healthcare professionals (HCP) prescribing behavior, treatment patterns, treatment sequencing and patient profiling from our global community of 2.2 million HCPs across 55+ countries.</p> </div> <div class="ppd-card__bottom"> </div> </div> </div> </div></div> <div class="wp-block-emagine-column emagine-column6496 inner-column-3"><div class="em-inside-inner-col em-padding-top--xlarge em-padding-right--none em-padding-bottom--none em-padding-left--none em-tablet-padding-top--none em-tablet-padding-right--none em-tablet-padding-bottom--none em-tablet-padding-left--none em-mobile-padding-top--none em-mobile-padding-right--none em-mobile-padding-bottom--none em-mobile-padding-left--none"><div id="ppd-card-block_52ae9c2edcd61517863d21bea8140839" class="ppd-card alignfull no-bottom-card has-hex "> <div class="ppd-card__hexagon"> <img decoding="async" src="https://www.ppd.com/wp-content/uploads/2019/11/Biotech-icon-global-organization.svg" alt="Biotech"> </div> <div class="ppd-card__inner pad-btm"> <div class="ppd-card__top"> <div class="ppd-card__title">Maximize product value and patient access</div> <p class="ppd-card__content">Access to rich data sources that enable you to identify standard of care and usage trends to better plan the life cycle of your product — ultimately maximizing potential and expanding access. </p> </div> <div class="ppd-card__bottom"> </div> </div> </div> </div></div> </div></div></div> <div class="wp-block-emagine-columns alignfull fixed-background" id="product-life-cycle"><div id="em-layout-id_a50d54-f0" class="em-row-layout-inner em-margin-top--none em-margin-bottom--default 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