Navigating the Data Deluge Through Data Governance

<!DOCTYPE html>   <html lang="en">  <head> <meta charset="utf-8" /> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <meta http-equiv="Content-type" content="text/html; charset=utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1, maximum-scale=1, user-scalable=no"> <meta name="msapplication-TileImage" content="/Content/Shotgun/img/favicon/ms-icon-144x144.png?v=4" /> <link rel="apple-touch-icon-precomposed" href="/Content/Shotgun/img/favicon/apple-icon-precomposed.png?v=4" /> <link rel="icon" href="/Content/Shotgun/img/favicon/favicon.ico?v=4" /><style> .coveo-card-layout a::after { display: none !important; } </style> <script>(function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start': new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0], j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src= 'https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f); })(window,document,'script','dataLayer','GTM-P97VBCW');</script> <meta name="google-site-verification" content="EyIQB7GdOQ83t4xrzV8zE-Gs_mjfgD-VO1TZkSkbKSc" />  <title>Navigating the Data Deluge Through Data Governance - IQVIA</title>  <link rel="canonical" href="https://www.iqvia.com/blogs/2024/02/navigating-the-data-deluge-through-data-governance" /> <meta name="keywords" content="Unlock data-driven insights, implement robust data governance practices, and revolutionize life sciences to enhance patient care with our expert guide" /> <meta name="description" content="Enhance patient care, data governance, data governance practices, data governance strategy, master data management, data stewardship, data aggregation, data curation, data transparency, data-driven insights, data integrity, unified view, data deluge, data consistency, life sciences, MedTech, emerging biopharma, pharma, information management, data management, enterprise information management, analytics ready data" /> <meta name="iq:related_solutions" content="Data Governance and Stewardship, Enterprise Information Management, Master Data Management" /> <meta name="iq:business_area" content="Technology Solutions,Information Services" /> <meta name="iq:market_product" content="IQVIA Technologies" /> <meta name="iq:region" content="Global" /> <meta name="iq:regional_business_unit" content="Global" /> <meta name="iq:insight_topics" content="Commercial Technologies" /> <meta name="iq:market_segment" content="Traditional or branded Pharma,Generics,Emerging Biopharma (EBP),Consumer Health" /> <meta name="iq:persona" content="Andrew- Analytics Director,Chris- VP Sales,Henrietta- Compliance Officer,James- CEO for EBP,Manish- VP IT Commercial,Reena- VP IT Clinical,Richard- Brand Leader,Robert- CIO Mid/Large,Todd- Sales Operations" /> <meta name="iq:thought_leadership" content="" /> <meta property="og:title" content="Navigating the Data Deluge Through Data Governance" /> <meta property="twitter:title" content="Navigating the Data Deluge Through Data Governance" /> <meta property="og:image" content="https://www.iqvia.com/-/media/iqvia/images/modules/brandworld/2087_abstract-big-data-background.png" /> <meta property="twitter:image" content="https://www.iqvia.com/-/media/iqvia/images/modules/brandworld/2087_abstract-big-data-background.png" /> <meta property="og:description" content="<p style="margin-top: 0in; margin-bottom: 0in;">Healthcare and life sciences organizations face a flood of data. The volume of information continues to grow exponentially from all sides &ndash; electronic health records, clinical trials, mobile health, and more. Implementing a comprehensive data governance strategy is not a &ldquo;nice-to-have,&rdquo; but an absolute necessity given pressing concerns around data quality, security, and compliance.</p> <p style="margin-top: 0in; margin-bottom: 0in;"><span>Unfortunately, many pharma, EBPs and MedTech companies are struggling to establish a formal data governance strategy. Without it, organizations are unable to manage the influx&nbsp;of information or gain optimum value from it.</span></p> <p style="margin-top: 0in; margin-bottom: 0in;"><span>When done effectively, however, data governance provides the foundation to harness data for competitive advantage and decreased risk. The key is starting early in a cross-functional effort guided by strong change management, so that everyone across the organization understand how good data management can benefit everyone.</span></p> <br /> <h5 style="margin-top: 0in; margin-bottom: 0in;"><span><strong>The Glowing Opportunity</strong></span></h5> <p style="margin-top: 0in; margin-bottom: 0in;"><span>A data governance strategy establishes who is accountable for information across the enterprise. It covers policies, procedures, data quality standards, and everything else needed to manage data as a valued business asset. It is ideally the foundation, put in place before choosing technologies and operating models.</span></p> <p><span>Unfortunately, research shows most life sciences companies have partial or no data governance in place. This prevents gaining a unified view of information, hampers data quality, and introduces security issues. A recent IQVIA survey found that only 31% of pharma companies have a fully implemented data governance strategy, leaving nearly 70% with either a partial strategy or none at all.</span></p> <p style="font-size: 20px;"><strong>According to a recent Gartner<sup>&reg;</sup> report, &ldquo;Data and analytics governance is essential in this data-driven business era. The Gartner Chief Data and Analytics Officer Agenda Survey for 2023 indicates that 35% of the respondents see data and analytics governance as the most important key for success &mdash; the top ranking. Without trusted data, even the best of models and algorithms will fail to deliver results.&rdquo;<sup style="font-size:13px;line-height:10px;">1</sup></strong></p> <p style="margin-top: 0in; margin-bottom: 0in;">However, organizations that embrace modern data governance practices are poised to thrive with these distinct advantages:</p> <ul style="list-style-type: disc;margin-left:30px;"> <li><strong>Consistent data across the board</strong>. Helps different groups avoid redundant, fragmented, or conflicting data sets. This makes getting a unified view of information easier across systems and business units. The less confusion, the better!</li> <li><strong><span>Improved data quality</span></strong><span>. Data quality is maintained and consistently improved over time. Data is more accurate, complete, and up to date. </span></li> <li><strong>Stronger security</strong>. Sensitive data like patient information is more secure with strong governance controls for security and access.</li> <li><strong><span>Ready for analytics</span></strong><span>. High-quality data is better for performing analytics to drive actionable, trustworthy business insights. </span></li> <li><strong>Error-proofing.&nbsp;</strong><span>Governance can prevent errors and inconsistencies in the first place, which can mean less time and money spent correcting data issues.</span></li> </ul> <br /> <h5><strong>Understand Where Your Business Is Now and Where It Wants to Go</strong></h5> <p style="margin-top: 0in; margin-bottom: 0in;">As we said, most organizations merely have informal data management practices in place with a focus on improving efficiency and adding value. Too often, data governance is seen as solely an IT function rather than a collaborative enterprise-wide effort.</p> <p style="margin-bottom: 0in;">A cross-functional approach &ndash; including data owners, data subject matter experts (SME&rsquo;s), and data stewards across the enterprise &ndash; is the better way to go because it increases knowledge and builds engagement. When developing or updating your data governance strategy, pull together a multi-functional team to collaborate on answers to these questions:<strong><span style="text-decoration: none;"></span></strong></p> <ul style="list-style-type: disc;margin-left:30px;"> <li><strong>What is your business landscape?</strong><span> Understand your organization&rsquo;s vision, goals, and where your strategic positioning is taking you. This is crucial to lay a strong data foundation to effectively explore technology trends like the GenAI wave.</span></li> <li><strong><span>Who is taking care of what data and where are decisions made? </span></strong><span>Identify key data owners and stewards across business units. Who is generating, consuming, and making decisions with data? </span></li> <li><strong><span>What data sources are important?</span></strong><span> Catalog core data assets. Prioritize sources like R&amp;D data, manufacturing data, clinical trial data, patient data, commercial data and so forth. </span></li> <li><strong><span>What are the critical needs of different business units?</span></strong><span> Ensure that data governance goes beyond the enterprise level to address unique local needs as well.</span></li> </ul> <br /> <h5 style="margin-top: 0in; margin-bottom: 0in;"><span><strong>Build Excitement with Change Management</strong></span></h5> <p style="margin-top: 0in; margin-bottom: 0in;">For data governance to work, it requires buy-in across the organization, including at the highest levels of leadership. There must be clear ownership, accountability, and stewardship of data across functions, not just in a siloed fashion.</p> <p style="margin-bottom: 0in;">Change management is critical because a data governance strategy will introduce new policies, procedures, tools, and culture changes. Organizations must ask key questions such as: How will we strategically implement these changes? How can we get buy-in across the organization? What training is needed for adoption? Some of the steps include:</p> <ul style="list-style-type: disc;margin-left:30px;"> <li><strong><span>Starting with the status quo, </span></strong><span>holding value workshops, interviews, stakeholder mapping</span></li> <li><strong><span>Understanding the change impact</span></strong><span> to different functions, accounting for global vs. local circumstances, and aligned to business strategy</span></li> <li><strong><span>Determining the adoption strategy</span></strong><span> for building excitement to help employees understand why a good data strategy matters</span></li> <li><strong><span>Get executive sign-off</span></strong><span> to make sure that the top leaders will be walking the talk</span></li> </ul> <p>With the right foundation, everyone benefits from high-quality data.</p> <br /> <h5 style="margin-top: 0in; margin-bottom: 0in;"><strong>The Payoff of Data Governance for Life Sciences Companies</strong></h5> <ul style="list-style-type: disc;margin-left:30px;"> <li><span>More trusted data for smarter decisions</span></li> <li><span>Regulatory compliance and decreased risk</span></li> <li><span>Increased access to high-quality data</span></li> <li><span>Foundation for data-driven innovations like AI/ML and GenAI</span></li> <li><span>More value from analytics investments</span></li> </ul> <p> <span>The healthcare data storm is intensifying. Organizations lacking data governance will struggle with quality and security while missing growth opportunities. Now is the time to take control and maximize your data advantage.</span></p> <p style="font-size:12px;"><em><sup>1</sup> <span>Gartner, 2023 Data Science Must Rely on Data and Analytics Governance to Produce Trusted Results, </span></em><em><span>4 July 2023. GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved.</span></em></p>" /> <meta property="twitter:description" content="<p style="margin-top: 0in; margin-bottom: 0in;">Healthcare and life sciences organizations face a flood of data. The volume of information continues to grow exponentially from all sides &ndash; electronic health records, clinical trials, mobile health, and more. Implementing a comprehensive data governance strategy is not a &ldquo;nice-to-have,&rdquo; but an absolute necessity given pressing concerns around data quality, security, and compliance.</p> <p style="margin-top: 0in; margin-bottom: 0in;"><span>Unfortunately, many pharma, EBPs and MedTech companies are struggling to establish a formal data governance strategy. Without it, organizations are unable to manage the influx&nbsp;of information or gain optimum value from it.</span></p> <p style="margin-top: 0in; margin-bottom: 0in;"><span>When done effectively, however, data governance provides the foundation to harness data for competitive advantage and decreased risk. The key is starting early in a cross-functional effort guided by strong change management, so that everyone across the organization understand how good data management can benefit everyone.</span></p> <br /> <h5 style="margin-top: 0in; margin-bottom: 0in;"><span><strong>The Glowing Opportunity</strong></span></h5> <p style="margin-top: 0in; margin-bottom: 0in;"><span>A data governance strategy establishes who is accountable for information across the enterprise. It covers policies, procedures, data quality standards, and everything else needed to manage data as a valued business asset. It is ideally the foundation, put in place before choosing technologies and operating models.</span></p> <p><span>Unfortunately, research shows most life sciences companies have partial or no data governance in place. This prevents gaining a unified view of information, hampers data quality, and introduces security issues. A recent IQVIA survey found that only 31% of pharma companies have a fully implemented data governance strategy, leaving nearly 70% with either a partial strategy or none at all.</span></p> <p style="font-size: 20px;"><strong>According to a recent Gartner<sup>&reg;</sup> report, &ldquo;Data and analytics governance is essential in this data-driven business era. The Gartner Chief Data and Analytics Officer Agenda Survey for 2023 indicates that 35% of the respondents see data and analytics governance as the most important key for success &mdash; the top ranking. Without trusted data, even the best of models and algorithms will fail to deliver results.&rdquo;<sup style="font-size:13px;line-height:10px;">1</sup></strong></p> <p style="margin-top: 0in; margin-bottom: 0in;">However, organizations that embrace modern data governance practices are poised to thrive with these distinct advantages:</p> <ul style="list-style-type: disc;margin-left:30px;"> <li><strong>Consistent data across the board</strong>. Helps different groups avoid redundant, fragmented, or conflicting data sets. This makes getting a unified view of information easier across systems and business units. The less confusion, the better!</li> <li><strong><span>Improved data quality</span></strong><span>. Data quality is maintained and consistently improved over time. Data is more accurate, complete, and up to date. </span></li> <li><strong>Stronger security</strong>. Sensitive data like patient information is more secure with strong governance controls for security and access.</li> <li><strong><span>Ready for analytics</span></strong><span>. High-quality data is better for performing analytics to drive actionable, trustworthy business insights. </span></li> <li><strong>Error-proofing.&nbsp;</strong><span>Governance can prevent errors and inconsistencies in the first place, which can mean less time and money spent correcting data issues.</span></li> </ul> <br /> <h5><strong>Understand Where Your Business Is Now and Where It Wants to Go</strong></h5> <p style="margin-top: 0in; margin-bottom: 0in;">As we said, most organizations merely have informal data management practices in place with a focus on improving efficiency and adding value. Too often, data governance is seen as solely an IT function rather than a collaborative enterprise-wide effort.</p> <p style="margin-bottom: 0in;">A cross-functional approach &ndash; including data owners, data subject matter experts (SME&rsquo;s), and data stewards across the enterprise &ndash; is the better way to go because it increases knowledge and builds engagement. When developing or updating your data governance strategy, pull together a multi-functional team to collaborate on answers to these questions:<strong><span style="text-decoration: none;"></span></strong></p> <ul style="list-style-type: disc;margin-left:30px;"> <li><strong>What is your business landscape?</strong><span> Understand your organization&rsquo;s vision, goals, and where your strategic positioning is taking you. This is crucial to lay a strong data foundation to effectively explore technology trends like the GenAI wave.</span></li> <li><strong><span>Who is taking care of what data and where are decisions made? </span></strong><span>Identify key data owners and stewards across business units. Who is generating, consuming, and making decisions with data? </span></li> <li><strong><span>What data sources are important?</span></strong><span> Catalog core data assets. Prioritize sources like R&amp;D data, manufacturing data, clinical trial data, patient data, commercial data and so forth. </span></li> <li><strong><span>What are the critical needs of different business units?</span></strong><span> Ensure that data governance goes beyond the enterprise level to address unique local needs as well.</span></li> </ul> <br /> <h5 style="margin-top: 0in; margin-bottom: 0in;"><span><strong>Build Excitement with Change Management</strong></span></h5> <p style="margin-top: 0in; margin-bottom: 0in;">For data governance to work, it requires buy-in across the organization, including at the highest levels of leadership. There must be clear ownership, accountability, and stewardship of data across functions, not just in a siloed fashion.</p> <p style="margin-bottom: 0in;">Change management is critical because a data governance strategy will introduce new policies, procedures, tools, and culture changes. Organizations must ask key questions such as: How will we strategically implement these changes? How can we get buy-in across the organization? What training is needed for adoption? Some of the steps include:</p> <ul style="list-style-type: disc;margin-left:30px;"> <li><strong><span>Starting with the status quo, </span></strong><span>holding value workshops, interviews, stakeholder mapping</span></li> <li><strong><span>Understanding the change impact</span></strong><span> to different functions, accounting for global vs. local circumstances, and aligned to business strategy</span></li> <li><strong><span>Determining the adoption strategy</span></strong><span> for building excitement to help employees understand why a good data strategy matters</span></li> <li><strong><span>Get executive sign-off</span></strong><span> to make sure that the top leaders will be walking the talk</span></li> </ul> <p>With the right foundation, everyone benefits from high-quality data.</p> <br /> <h5 style="margin-top: 0in; margin-bottom: 0in;"><strong>The Payoff of Data Governance for Life Sciences Companies</strong></h5> <ul style="list-style-type: disc;margin-left:30px;"> <li><span>More trusted data for smarter decisions</span></li> <li><span>Regulatory compliance and decreased risk</span></li> <li><span>Increased access to high-quality data</span></li> <li><span>Foundation for data-driven innovations like AI/ML and GenAI</span></li> <li><span>More value from analytics investments</span></li> </ul> <p> <span>The healthcare data storm is intensifying. Organizations lacking data governance will struggle with quality and security while missing growth opportunities. Now is the time to take control and maximize your data advantage.</span></p> <p style="font-size:12px;"><em><sup>1</sup> <span>Gartner, 2023 Data Science Must Rely on Data and Analytics Governance to Produce Trusted Results, </span></em><em><span>4 July 2023. GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. 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39.9-1.8l256-224c10-8.8 13.6-22.9 8.9-35.3s-16.6-20.7-30-20.7H272.5L349.4 44.6z"> </path> </svg> <div class="custom-close-button"> <i class="fas fa-times"></i> </div> </div> </div> <div class="d-flex flex-column"> <div class="d-flex tab"> <div class="w-20 d-flex flex-column list"> <h5 class="sub-title ">SOLUTIONS</h5> <ol class="solution-tabs "> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/solutions/research-and-development">Research & Development</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/solutions/real-world-evidence">Real World Evidence</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/solutions/commercialization">Commercialization</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/solutions/safety-regulatory-compliance">Safety & Regulatory Compliance</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/solutions/technologies">Technologies</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> </ol> </div> <div class="w-80 tab-content remove-last solutions"> <div class="item h-100 default-content mt-0"> <div class="w-22 "> <h5 class="">LIFE SCIENCE SEGMENTS</h5> <ol> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/consumer-health">Consumer Health</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/emerging-biopharma">Emerging Biopharma</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/generics">Generics</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/medtech">MedTech</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/pharmaceutical-manufacturers">Pharmaceutical Manufacturers</a></li> </ol> </div> <div class="w-22 "> <h5 class="">HEALTHCARE SEGMENTS</h5> <ol> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/information-partner-services">Information Partner Services</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/financial-institutions">Financial Institutions</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/about-us/commitment-to-global-health">Global Health</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/public-health-and-government">Government</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/patient-associations">Patient Associations</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/payers">Payers</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/industry-segments/providers">Providers</a></li> </ol> </div> <div class="w-22 "> <h5 class="">THERAPEUTIC AREAS</h5> <ol> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/cardiovascular">Cardiovascular</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/cell-and-gene-therapy">Cell and Gene Therapy</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/central-nervous-system">Central Nervous System</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/gi-and-hepatology">GI & Hepatology</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/infectious-diseases-and-vaccines">Infectious Diseases and Vaccines</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/oncology">Oncology</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/pediatrics">Pediatrics</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics/rare-diseases">Rare Diseases</a></li> <li class="hover-color-blue"><a class=white-space-no-wrap text-decoration-none href="https://www.iqvia.com/solutions/therapeutics#viewall">View All</a></li> </ol> </div> <div class="w-34 full-bg"> <div class="card-wrapper "> <div class="card"> <img src="/-/media/iqvia/images/our-impact/our-impact.jpeg?h=720&w=1280&hash=83684E8436D9E61011F7A8186B9E33E3"> <h5 class="title">Impacting People's Lives</h5> <p class="description">We strive to help improve outcomes and create a healthier, more sustainable world for people everywhere.</p> <a class="hover-color-blue-with-anim" href="https://www.iqvia.com/about-us/our-impact"> LEARN MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 "> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/rdssolutionartwhite_outlines.png?h=600&w=600&hash=2951AF0F5AF13EB584FD90B004210E65"> </div> <div class="w-33"> <h3>Harness the power to transform clinical development</h3> <p>Reimagine clinical development by intelligently connecting data, technology, and analytics to optimize your trials. The result? Faster decision making and reduced risk so you can deliver life-changing therapies faster.</p> <a class="btn" href="https://www.iqvia.com/solutions/research-and-development" style="max-width: 303px;">Research & Development Overview</a> </div> <div class="w-33"> <h6 class="pt-0 border-left pb-11 mt-0">Research & Development Quick Links</h6> <ol class="border-left"> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/research-and-development/clinical-trials">Clinical Trials</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/research-and-development/functional-services">Functional Services</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/research-and-development/decentralized-trials">Decentralized Trials</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/research-and-development/consulting">Consulting</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/therapeutics">Therapeutic Expertise</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/research-and-development/site-and-investigators">Site and Investigators</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/research-and-development/global-laboratories">Global Laboratories</a></li> </ol> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 "> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/rwesolutionartwhite_outlines.png?h=600&w=600&hash=F6C2B1387FB0C98A6EA794984CB85B6B"> </div> <div class="w-33"> <h3>Real World Evidence. Real Confidence. Real Results.</h3> <p>Generate and disseminate evidence that answers crucial clinical, regulatory and commercial questions, enabling you to drive smarter decisions and meet your stakeholder needs with confidence.</p> <a class="btn" href="https://www.iqvia.com/solutions/real-world-evidence" style="max-width: 303px;">REAL WORLD EVIDENCE OVERVIEW</a> </div> <div class="w-33"> <h6 class="pt-0 border-left pb-11 mt-0">Real World Evidence Quick Links</h6> <ol class="border-left"> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/real-world-data-and-insights">Real World & Health Data Sets</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/medical-affairs">Medical Affairs</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai">Health Data Apps & AI</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-transformation">Health Data Transformation</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/study-design">Study Design</a></li> </ol> <ol class="border-left"> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/evidence-networks">Evidence Networks</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-economics-and-value">Health Economics & Value</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/regulatory-and-safety">Regulatory and Safety</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/iqvia-nlp-platform">Natural Language Processing</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/insights">Real World Evidence Library</a></li> </ol> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 "> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/commercializationsolutionartwhite_outlines.png?h=600&w=601&hash=87F88AAD474D46B8E87146822C57D5E3"> </div> <div class="w-33"> <h3>See markets more clearly. Opportunities more often.</h3> <p>Elevate commercial models with precision and speed using AI-driven analytics and technology that illuminate hidden insights in data.</p> <a class="btn" href="https://www.iqvia.com/solutions/commercialization" style="max-width: 303px;">COMMERCIALIZATION OVERVIEW</a> </div> <div class="w-33"> <h6 class="pt-0 border-left pb-11 mt-0">Commercialization Quick Links</h6> <ol class="border-left"> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/covid-19-and-commercialization">COVID-19 & Commercialization</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/launch-strategy-and-management">Launch Strategy & Management</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/brand-strategy-and-management">Brand Strategy & Management</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/pricing-and-market-access">Pricing & Market Access</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/healthcare-professional-engagement">Healthcare Professional Engagement</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/patient-engagement-and-support">Patient Engagement and Support</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/promotional-strategy">Promotional Strategy</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/established-brands-optimization">Established Brands Optimization</a></li> </ol> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 "> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/compliancesolutionartwhite_outlines.png?h=600&w=600&hash=B1920C3D73F8BBBB31B381CAE5BBE75F"> </div> <div class="w-33"> <h3>Service driven. Tech-enabled. Integrated compliance.</h3> <p>Orchestrate your success across the complete compliance lifecycle with best-in-class services and solutions for safety, regulatory, quality and medical information.</p> <a class="btn" href="https://www.iqvia.com/solutions/safety-regulatory-compliance" style="max-width: 303px;">COMPLIANCE OVERVIEW</a> </div> <div class="w-33"> <h6 class="pt-0 border-left pb-11 mt-0">Safety & Regulatory Compliance Quick Links</h6> <ol class="border-left"> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/safety-and-pharmacovigilance">Safety Pharmacovigilance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/regulatory-compliance">Regulatory Compliance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/quality-compliance">Quality Compliance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/medical-information">Medical Information</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/commercial-compliance">Commercial Compliance</a></li> </ol> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 "> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/techsolutionartwhite_outlines.png?h=600&w=600&hash=3F741080B4AA6100EAE1111FB0649C08"> </div> <div class="w-33"> <h3>Intelligence that transforms life sciences end-to-end.</h3> <p>When your destination is a healthier world, making intelligent connections between data, technology, and services is your roadmap.</p> <a class="btn" href="https://www.iqvia.com/solutions/technologies" style="max-width: 303px;">TECHNOLOGIES OVERVIEW</a> </div> <div class="w-33"> <h6 class="pt-0 border-left pb-11 mt-0">Technology Quick Links</h6> <ol class="border-left"> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials">Orchestrated Clinical Trials</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/information-management">Enterprise Information Management</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights">Performance Management & Insights</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/healthcare-professional-engagement/onekey/onekey-hcp-reference-data">Provider Reference Data Network</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/customer-engagement">Customer Engagement</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/commercial-compliance">Commercial Compliance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/safety-regulatory-and-quality">Safety, Regulatory, Quality Compliance</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/developer">Developer</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/partner-programs">Partner Programs</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/insights">Technology Insights</a></li> </ol> </div> </div> </div> </div> </div> </div> </div> </div> </div> </li> <li> <a class="color-white" href="#">Products</a> <div class="primary-nav-wrapper"> <div class="content product-selector"> <div class="shadow"></div> <div class="d-flex remove-last"> <div class="w-22 pt-35 pb-35"> <h5 class="">CLINICAL PRODUCTS</h5> <ol> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/planning-suite">Planning Suite</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/planning-suite/grantplan">Grant Plan</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/digital-site-suite">Site Suite</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/digital-site-suite/clinical-trial-payments">Clinical Trial Payments</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/digital-site-suite/investigator-site-portal">Investigator Site Portal</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/digital-site-suite/one-home-for-sites">One Home for Sites</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/patient-engagement-suite">Patient Engagement Suite</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/patient-engagement-suite/ecoa">Electronic Clinical Outcome Assessment (eCOA)</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/patient-engagement-suite/interactive-response-technology">Interactive Response Technology (IRT)</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials/clinical-data-analytics-solutions">Clinical Data Analytics Solutions</a></li> </ol> </div> <div class="w-22 pt-35 pb-35"> <h5 class="">COMMERCIAL PRODUCTS</h5> <ol> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/information-management">Information Management</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/launch-strategy-and-management">Launch Strategy & Management</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/pricing-and-market-access">Pricing & Market Access</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/brand-strategy-and-management">Brand Strategy & Management</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/promotional-strategy">Promotional Engagement</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights">Performance Management & Insights</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights/orchestrated-analytics">Orchestrated Analytics</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights/orchestrated-analytics/next-best">Next Best Action</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/technologies/customer-engagement">Customer Engagement (OCE)</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/commercialization/patient-engagement-and-support">Patient Engagement and Support</a></li> </ol> </div> <div class="w-22 pt-35 pb-35"> <h5 class="">COMPLIANCE, SAFETY, REG PRODUCTS</h5> <ol> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/safety-and-pharmacovigilance/iqvia-vigilance-platform">IQVIA Vigilance Platform</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/commercial-compliance">Commercial Compliance</a></li> <li class="hover-color-blue"><a 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href="https://www.iqvia.com/solutions/real-world-evidence/iqvia-nlp-platform">Natural Language Processing</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/health-economics-and-value/market-access-insights">Market Access Insights</a></li> <li class="hover-color-blue"><a href="https://www.iqvia.com/solutions/real-world-evidence/study-design/health-research-space">Direct-to-Patient Research</a></li> </ol> </div> <div class="w-28 "> <div class="card-wrapper h-100"> <div class="card"> <img src="/-/media/iqvia/images/modules/brandworld/2121_business-woman-using-dashboard-on-screen.png?h=683&w=1024&hash=598F2F336961970EA76EED465B050DDE"> <h5 class="title">CASE STUDY</h5> <p class="description">Data in a Day</p> <a class="hover-color-blue-with-anim" href="https://www.iqvia.com/library/case-studies/data-in-a-day"> LEARN MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g 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class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> </div> </div> </div> </div> </div> </li> <li> <a class="color-white" href="#">About</a> <div class="primary-nav-wrapper"> <div class="content about-selector"> <div class="shadow"></div> <div class="d-flex flex-column "> <div class="d-flex flex-column"> <div class="d-flex tab"> <div class="w-20 d-flex flex-column list"> <h5 class="sub-title ">FEATURED INNOVATIONS</h5> <ol class="solution-tabs "> <li class="tab-title cursor-pointer d-flex align-center"> <a 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<a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/about-us/innovation-hub">IQVIA Innovation Hub</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> <li class="tab-title cursor-pointer d-flex align-center"> <a class="list-item-style text-decoration-none after-none" href="https://www.iqvia.com/solutions/research-and-development/decentralized-trials">Decentralized Trials</a> <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" 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19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/homepagehero_ci.png?h=1058&w=1200&hash=E6F7621F8CB48BC6EA4D48B02F63F8E1"> </div> <div class="w-33"> <h3>Unlock your potential to drive healthcare forward</h3> <p>By making intelligent connections between your needs, our capabilities, and the healthcare ecosystem, we can help you be more agile, accelerate results, and improve patient outcomes.</p> <a class="btn" href="https://www.iqvia.com/about-us/iqvia-connected-intelligence" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/modules/brandworld/2767_portrait-of-two-engineers-using-laptop-casually-chatting-in-high-tech-research.png?h=540&w=1024&hash=6EE14B9365C7977C3B07A43B65C71B45"> </div> <div class="w-33"> <h3>IQVIA AI is Healthcare-grade AI</h3> <p>Building on a rich history of developing AI for healthcare, IQVIA AI connects the right data, technology, and expertise to address the unique needs of healthcare. It's what we call Healthcare-grade AI.</p> <a class="btn" href="https://www.iqvia.com/solutions/innovative-models/artificial-intelligence-and-machine-learning" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/body/innovative-models/ai-and-ml/aiassistant5050-navigation.png?h=561&w=1024&hash=A5A0A22E730320705E76550143802F4C"> </div> <div class="w-33"> <h3>Meet the IQVIA AI Assistant </h3> <p>Your new expert analyst is here. Be at the forefront of data-driven decision-making with a new generative AI tool that enables you to interact with our products and solutions like never before. Get results you can trust, faster.</p> <a class="btn" href="https://www.iqvia.com/solutions/innovative-models/artificial-intelligence-and-machine-learning/iqvia-ai-assistant" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/blogs/2116_abstract-background-with-luminous-particles.jpg?h=675&w=1200&hash=6102399574165D0ABCB89791A890BF2D"> </div> <div class="w-33"> <h3>Your healthcare data deserves more than just a cloud.</h3> <p>The IQVIA Human Data Science Cloud is our unique capability designed to enable healthcare-grade analytics, tools, and data management solutions to deliver fit-for-purpose global data at scale.</p> <a class="btn" href="https://www.iqvia.com/solutions/human-data-science-cloud" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/innovationhubheroimage.png?h=3175&w=3375&hash=03A3A2DB1F3EFF368CD63BA86426159D"> </div> <div class="w-33"> <h3>Innovations make an impact when bold ideas meet powerful partnerships</h3> <p>The IQVIA Innovation Hub connects start-ups with the extensive IQVIA network of assets, resources, clients, and partners. Together, we can help lead the future of healthcare with the extensive IQVIA network of assets, resources, clients, and partners.</p> <a class="btn" href="https://www.iqvia.com/about-us/innovation-hub" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/navigation/208_woman-using-tablet-on-sofa-cropped_600.jpg?h=683&w=1024&hash=113B49B766D4F49F5E147F481F8316EA"> </div> <div class="w-33"> <h3>Proven, faster DCT solutions</h3> <p>IQVIA Decentralized Trials deliver purpose-built clinical services and technologies that engage the right patients wherever they are. Our hybrid and fully virtual solutions have been used more than any others.</p> <a class="btn" href="https://www.iqvia.com/solutions/research-and-development/decentralized-trials" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> <div class="item bg h-100 align-center"> <div class="d-flex align-center w-100 no-links"> <div class="w-33"> <img src="/-/media/iqvia/images/apple/applewatchpatient.png?h=683&w=1024&hash=E32CDCB8BE1C8513D26ACAADA5B282A9"> </div> <div class="w-33"> <h3>IQVIA Patient Experience Solutions with Apple devices</h3> <p>Empowering patients to personalize their healthcare and connecting them to caregivers has the potential to change the care delivery paradigm.</p> <a class="btn" href="https://www.iqvia.com/about-us/iqvia-patient-experience-solutions-with-apple-devices" style="max-width: 303px;">LEARN MORE</a> </div> </div> </div> </div> </div> </div> </div> </div> </div> </li> <li> <a class="color-white" href="#">Careers</a> <div class="primary-nav-wrapper"> <div class="content product-selector new"> <div class="shadow"></div> <div class="d-flex "> <div class="w-22 pt-35 pb-35"> <h5 class="">IQVIA Careers</h5> <ol> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav ">Overview</a></li> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/en/our-company?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav">Our Company</a></li> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/culture?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav ">Culture</a></li> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/benefits?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav ">Benefits</a></li> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/en/blog?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav ">Life at IQVIA Blog</a></li> </ol> </div> <div class="w-22 pt-35 pb-35"> <h5 class="">Featured Careers</h5> <ol> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/clinical-research-careers?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav ">Clinical Research</a></li> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/technology-analytics-careers?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav ">Technology & Analytics</a></li> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/consulting-careers?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav ">Consulting</a></li> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/interns?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav ">Interns</a></li> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/cra?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav ">Clinical Research Associates</a></li> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/ai-machine-learning-careers?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav ">AI & Machine Learning</a></li> </ol> </div> <div class="w-22 pt-35 pb-35"> <h5 class="">Stay Connected</h5> <ol> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/join?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav">Global Talent Network</a></li> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/alumni?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav ">IQVIA Alumni Network</a></li> <li class="hover-color-blue"><a href="https://jobs.iqvia.com/search-jobs?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav ">View Open Roles</a></li> </ol> </div> <div class="w-28 "> <div class="card-wrapper "> <div class="card"> <img src="/-/media/iqvia/images/modules/brandworld/2213_cheerful-young-colleagues-using-laptop.jpg?h=683&w=1024&hash=FAA2EF08939F6AA54CDD5577503A6521"> <h5 class="title">WE'RE HIRING</h5> <p class="description">At IQVIA your potential has no limits. We thrive on bold ideas and fearless innovation. Join us in reimagining what’s possible.</p> <a class="hover-color-blue-with-anim" href="https://jobs.iqvia.com/search-jobs?utm_source=iqvia.com&utm_medium=referral&utm_campaign=careersnav "> VIEW ROLES <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> </div> </div> </div> </li> </ol> <div class="overlay"></div> <div class="btn-style btn-primary-nav"> <a class="cta-btn-redesign" href="#rfp"> <span class="tile">Contact Us</span> <div class="arrow-wrapper"> <span class="line"></span> <span class="line"></span> </div> </a> </div> </nav> </div> </div> <div class="mobile-overlay mobile-navigation-overlay"> <div class="overlay-content"> <div class="top-nav"> <nav role="Secondary"> <button role="button" data-type="regions">REGIONS<img src="https://www.iqvia.com/Content/Shotgun/img/globe.svg"></button> <button role="button" data-type="search">Search<img src="https://www.iqvia.com/Content/Shotgun/img/search.svg"></button> </nav> </div> <div class="main-nav"> <ol role="Primary"> <li data-item="solutions"><a>Solutions</a></li> <li data-item="products"><a>Products</a></li> <li data-item="insights"><a>Insights</a></li> <li data-item="about"><a>About</a></li> <li data-item="careersnew"><a>Careers</a></li> <li class="external-style"><a class="nav-mobile-contact-us" href="#rfp">Contact Us</a></li> </ol> </div> <div class="mobile-content"> <div class="item-wrapper-mobile search-mobile" data-attribute="search"> <div class="breadcrumbs go-to-main"><span class="go-main">MAIN</span>/<span>search</span></div> <div class="field-group"> <img width="20" src="https://www.iqvia.com/Content/Shotgun/img/search.svg"> <input placeholder="How can we help?"> </div> <div class="btn-search"> <button>search</button> </div> </div> <div class="item-wrapper-mobile list solutions" data-attribute="solutions"> <div class="breadcrumbs"><span class="go-home">MAIN</span>/<span>Solutions</span></div> <div class="breadcrumbs d-none" style="padding-bottom:30px;"><span class="go-main">Solutions</span>/<span></span></div> <div class="content action-list"> <h6 class="mt-0">SOLUTIONS</h6> <ul class="click-action"> <li> Research & Development <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" 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width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> </ul> <h6 class="mt-0">LIFE SCIENCE SEGMENTS</h6> <ul> <li><a href="https://www.iqvia.com/solutions/industry-segments/consumer-health">Consumer Health</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/emerging-biopharma">Emerging Biopharma</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/generics">Generics</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/medtech">MedTech</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/pharmaceutical-manufacturers">Pharmaceutical Manufacturers</a></li> </ul> <h6 class="mt-0">HEALTHCARE SEGMENTS</h6> <ul> <li><a href="https://www.iqvia.com/solutions/industry-segments/information-partner-services">Information Partner Services</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/financial-institutions">Financial Institutions</a></li> <li><a href="https://www.iqvia.com/about-us/commitment-to-global-health">Global Health</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/public-health-and-government">Government</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/patient-associations">Patient Associations</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/payers">Payers</a></li> <li><a href="https://www.iqvia.com/solutions/industry-segments/providers">Providers</a></li> </ul> <h6 class="mt-0">THERAPEUTIC AREAS</h6> <ul> <li><a href="https://www.iqvia.com/solutions/therapeutics/cardiovascular">Cardiovascular</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/cell-and-gene-therapy">Cell and Gene Therapy</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/central-nervous-system">Central Nervous System</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/gi-and-hepatology">GI & Hepatology</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/infectious-diseases-and-vaccines">Infectious Diseases and Vaccines</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/oncology">Oncology</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/pediatrics">Pediatrics</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics/rare-diseases">Rare Diseases</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics#viewall">View All</a></li> </ul> <div class="card-wrapper"> <div class="card"> <img src="/-/media/iqvia/images/our-impact/our-impact.jpeg?h=720&w=1280&hash=83684E8436D9E61011F7A8186B9E33E3"> <h4 class="mt-30">Impacting People's Lives</h4> <p>"We strive to help improve outcomes and create a healthier, more sustainable world for people everywhere.</p> <a class="btn-redirect" href="https://www.iqvia.com/about-us/our-impact" target="_blank"> LEARN MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> <div class="tabs"> <div class="tab-item"> <img src="/-/media/iqvia/images/navigation/rdssolutionartwhite_outlines.png?h=600&w=600&hash=2951AF0F5AF13EB584FD90B004210E65"> <h5>Harness the power to transform clinical development</h5> <p>Reimagine clinical development by intelligently connecting data, technology, and analytics to optimize your trials. The result? Faster decision making and reduced risk so you can deliver life-changing therapies faster.</p> <a class="btn" href="https://www.iqvia.com/solutions/research-and-development">Research & Development Overview</a> <div class="hr"></div> <h6>Research & Development Quick Links</h6> <ul> <li><a href="https://www.iqvia.com/solutions/research-and-development/clinical-trials">Clinical Trials</a></li> <li><a href="https://www.iqvia.com/solutions/research-and-development/functional-services">Functional Services</a></li> <li><a href="https://www.iqvia.com/solutions/research-and-development/decentralized-trials">Decentralized Trials</a></li> <li><a href="https://www.iqvia.com/solutions/research-and-development/consulting">Consulting</a></li> <li><a href="https://www.iqvia.com/solutions/therapeutics">Therapeutic Expertise</a></li> <li><a href="https://www.iqvia.com/solutions/research-and-development/site-and-investigators">Site and Investigators</a></li> <li><a href="https://www.iqvia.com/solutions/research-and-development/global-laboratories">Global Laboratories</a></li> </ul> </div> <div class="tab-item"> <img src="/-/media/iqvia/images/navigation/rwesolutionartwhite_outlines.png?h=600&w=600&hash=F6C2B1387FB0C98A6EA794984CB85B6B"> <h5>Real World Evidence. Real Confidence. Real Results.</h5> <p>Generate and disseminate evidence that answers crucial clinical, regulatory and commercial questions, enabling you to drive smarter decisions and meet your stakeholder needs with confidence.</p> <a class="btn" href="https://www.iqvia.com/solutions/real-world-evidence">REAL WORLD EVIDENCE OVERVIEW</a> <div class="hr"></div> <h6>Real World Evidence Quick Links</h6> <ul> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/real-world-data-and-insights">Real World & Health Data Sets</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/medical-affairs">Medical Affairs</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-apps-and-ai">Health Data Apps & AI</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-data-transformation">Health Data Transformation</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/study-design">Study Design</a></li> </ul> <ul> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/evidence-networks">Evidence Networks</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/health-economics-and-value">Health Economics & Value</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/regulatory-and-safety">Regulatory and Safety</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/iqvia-nlp-platform">Natural Language Processing</a></li> <li><a href="https://www.iqvia.com/solutions/real-world-evidence/insights">Real World Evidence Library</a></li> </ul> </div> <div class="tab-item"> <img src="/-/media/iqvia/images/navigation/commercializationsolutionartwhite_outlines.png?h=600&w=601&hash=87F88AAD474D46B8E87146822C57D5E3"> <h5>See markets more clearly. Opportunities more often.</h5> <p>Elevate commercial models with precision and speed using AI-driven analytics and technology that illuminate hidden insights in data.</p> <a class="btn" href="https://www.iqvia.com/solutions/commercialization">COMMERCIALIZATION OVERVIEW</a> <div class="hr"></div> <h6>Commercialization Quick Links</h6> <ul> <li><a href="https://www.iqvia.com/solutions/commercialization/covid-19-and-commercialization">COVID-19 & Commercialization</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/launch-strategy-and-management">Launch Strategy & Management</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/brand-strategy-and-management">Brand Strategy & Management</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/pricing-and-market-access">Pricing & Market Access</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/healthcare-professional-engagement">Healthcare Professional Engagement</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/patient-engagement-and-support">Patient Engagement and Support</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/promotional-strategy">Promotional Strategy</a></li> <li><a href="https://www.iqvia.com/solutions/commercialization/established-brands-optimization">Established Brands Optimization</a></li> </ul> </div> <div class="tab-item"> <img src="/-/media/iqvia/images/navigation/compliancesolutionartwhite_outlines.png?h=600&w=600&hash=B1920C3D73F8BBBB31B381CAE5BBE75F"> <h5>Service driven. Tech-enabled. Integrated compliance.</h5> <p>Orchestrate your success across the complete compliance lifecycle with best-in-class services and solutions for safety, regulatory, quality and medical information.</p> <a class="btn" href="https://www.iqvia.com/solutions/safety-regulatory-compliance">COMPLIANCE OVERVIEW</a> <div class="hr"></div> <h6>Safety & Regulatory Compliance Quick Links</h6> <ul> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/safety-and-pharmacovigilance">Safety Pharmacovigilance</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/regulatory-compliance">Regulatory Compliance</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/quality-compliance">Quality Compliance</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/medical-information">Medical Information</a></li> <li><a href="https://www.iqvia.com/solutions/safety-regulatory-compliance/commercial-compliance">Commercial Compliance</a></li> </ul> </div> <div class="tab-item"> <img src="/-/media/iqvia/images/navigation/techsolutionartwhite_outlines.png?h=600&w=600&hash=3F741080B4AA6100EAE1111FB0649C08"> <h5>Intelligence that transforms life sciences end-to-end.</h5> <p>When your destination is a healthier world, making intelligent connections between data, technology, and services is your roadmap.</p> <a class="btn" href="https://www.iqvia.com/solutions/technologies">TECHNOLOGIES OVERVIEW</a> <div class="hr"></div> <h6>Technology Quick Links</h6> <ul> <li><a href="https://www.iqvia.com/solutions/technologies/orchestrated-clinical-trials">Orchestrated Clinical Trials</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/information-management">Enterprise Information Management</a></li> <li><a href="https://www.iqvia.com/solutions/technologies/performance-management-and-insights">Performance 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class="tab-item"> <h5 class="title-sm">BLOGS, WHITE PAPERS & CASE STUDIES</h5> <p>Explore our library of insights, thought leadership, and the latest topics & trends in healthcare. </p> <a class="btn-redirect" href="https://www.iqvia.com/insights/points-of-view" target="_blank"> DISCOVER INSIGHTS <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> <div class="tab-item"> <h5 class="title-sm">THE IQVIA INSTITUTE</h5> <p>An in-depth exploration of the global healthcare ecosystem with timely research, insightful analysis, and scientific expertise.</p> <a class="btn-redirect" href="https://www.iqvia.com/insights/the-iqvia-institute" target="_blank"> SEE LATEST REPORTS <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> <div class="card-wrapper"> <div class="card"> <img src="/-/media/iqvia/pdfs/institute-reports/digital-health-trends-2024/iqi-report-digital-health-2024-part-1-12-24-feature-594x345.png?h=345&w=594&hash=CB26A75D15140F5E109A75955E171EBF"> <h4 class="mt-30">INSTITUTE REPORT</h4> <p>"Digital Health Trends 2024 - Implications for Research and Patient Care</p> <a class="btn-redirect" href="https://www.iqvia.com/insights/the-iqvia-institute/reports-and-publications/reports/digital-health-trends-2024" target="_blank"> READ MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> <div class="card-wrapper"> <div class="card"> <img src="/-/media/iqvia/images/emea/2093_analyzing-data-using-big-screen-display-and-laptop-cropped.png?h=683&w=1028&hash=1632D3291C30D0D4F02206E2270C0840"> <h4 class="mt-30">EMEA Insights</h4> <p>"IQVIA thought leadership with a focus on EMEA.</p> <a class="btn-redirect" href="https://www.iqvia.com/locations/emea/emea-thought-leadership" target="_blank"> Learn more <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> <div class="card-wrapper"> <div class="card"> <img src="/-/media/iqvia/images/modules/brandworld/1127_group-of-financial-professionals-analyzing-markets.jpg?h=683&w=1024&hash=D7AA7657AB60304BB7B82999AEDA1D96"> <h4 class="mt-30">WHITE PAPER</h4> <p>"DCTs Deliver Big ROI</p> <a class="btn-redirect" href="https://www.iqvia.com/library/white-papers/dcts-deliver-big-roi" target="_blank"> LEARN MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> <div class="card-wrapper"> <div class="card"> <img src="/-/media/iqvia/images/modules/brandworld/909_businessman-standing-in-modern-office-with-looking-at-cityscape.jpg?h=683&w=1024&hash=6628EC6AE8FC55660629BB8B9B47A3DA"> <h4 class="mt-30">WHITE PAPER</h4> <p>"Capturing value at scale: The $4 billion RWE imperative</p> <a class="btn-redirect" href="https://www.iqvia.com/library/white-papers/capturing-value-at-scale-the-$4-billion-rwe-imperative" target="_blank"> LEARN MORE <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </a> </div> </div> </div> <div class="item-wrapper-mobile list about" data-attribute="about"> <div class="breadcrumbs"><span class="go-home">MAIN</span>/<span>About</span></div> <div class="breadcrumbs d-none" style="padding-bottom:30px;"><span class="go-main">About</span>/<span></span></div> <div class="content action-list"> <h6 class="mt-15">FEATURED INNOVATIONS</h6> <ul class="click-action"> <li> IQVIA Connected Intelligence™ <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" width="8.521" height="1.42" rx="0.71" transform="translate(135.26 30.819) rotate(-45)" fill="#959ca0"></rect> </g> </svg> </div> </li> <li> IQVIA Healthcare-grade AI™ <div class="icon"> <svg xmlns="http://www.w3.org/2000/svg" width="7.029" height="12" viewBox="0 0 7.029 12"> <g id="Chevron" transform="translate(-135.26 -19.823)"> <rect id="Rectangle_125" data-name="Rectangle 125" width="8.521" height="1.42" rx="0.71" transform="translate(136.264 19.823) rotate(45)" fill="#959ca0"></rect> <rect id="Rectangle_126" data-name="Rectangle 126" 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The volume of information continues to grow exponentially from all sides – electronic health records, clinical trials, mobile health, and more. Implementing a comprehensive data governance strategy is not a “nice-to-have,” but an absolute necessity given pressing concerns around data quality, security, and compliance.</p> <p style="margin-top: 0in; margin-bottom: 0in;"><span>Unfortunately, many pharma, EBPs and MedTech companies are struggling to establish a formal data governance strategy. Without it, organizations are unable to manage the influx of information or gain optimum value from it.</span></p> <p style="margin-top: 0in; margin-bottom: 0in;"><span>When done effectively, however, data governance provides the foundation to harness data for competitive advantage and decreased risk. The key is starting early in a cross-functional effort guided by strong change management, so that everyone across the organization understand how good data management can benefit everyone.</span></p> <br /> <h5 style="margin-top: 0in; margin-bottom: 0in;"><span><strong>The Glowing Opportunity</strong></span></h5> <p style="margin-top: 0in; margin-bottom: 0in;"><span>A data governance strategy establishes who is accountable for information across the enterprise. It covers policies, procedures, data quality standards, and everything else needed to manage data as a valued business asset. It is ideally the foundation, put in place before choosing technologies and operating models.</span></p> <p><span>Unfortunately, research shows most life sciences companies have partial or no data governance in place. This prevents gaining a unified view of information, hampers data quality, and introduces security issues. A recent IQVIA survey found that only 31% of pharma companies have a fully implemented data governance strategy, leaving nearly 70% with either a partial strategy or none at all.</span></p> <p style="font-size: 20px;"><strong>According to a recent Gartner<sup>®</sup> report, “Data and analytics governance is essential in this data-driven business era. The Gartner Chief Data and Analytics Officer Agenda Survey for 2023 indicates that 35% of the respondents see data and analytics governance as the most important key for success — the top ranking. Without trusted data, even the best of models and algorithms will fail to deliver results.”<sup style="font-size:13px;line-height:10px;">1</sup></strong></p> <p style="margin-top: 0in; margin-bottom: 0in;">However, organizations that embrace modern data governance practices are poised to thrive with these distinct advantages:</p> <ul style="list-style-type: disc;margin-left:30px;"> <li><strong>Consistent data across the board</strong>. Helps different groups avoid redundant, fragmented, or conflicting data sets. This makes getting a unified view of information easier across systems and business units. The less confusion, the better!</li> <li><strong><span>Improved data quality</span></strong><span>. Data quality is maintained and consistently improved over time. Data is more accurate, complete, and up to date. </span></li> <li><strong>Stronger security</strong>. Sensitive data like patient information is more secure with strong governance controls for security and access.</li> <li><strong><span>Ready for analytics</span></strong><span>. High-quality data is better for performing analytics to drive actionable, trustworthy business insights. </span></li> <li><strong>Error-proofing. </strong><span>Governance can prevent errors and inconsistencies in the first place, which can mean less time and money spent correcting data issues.</span></li> </ul> <br /> <h5><strong>Understand Where Your Business Is Now and Where It Wants to Go</strong></h5> <p style="margin-top: 0in; margin-bottom: 0in;">As we said, most organizations merely have informal data management practices in place with a focus on improving efficiency and adding value. Too often, data governance is seen as solely an IT function rather than a collaborative enterprise-wide effort.</p> <p style="margin-bottom: 0in;">A cross-functional approach – including data owners, data subject matter experts (SME’s), and data stewards across the enterprise – is the better way to go because it increases knowledge and builds engagement. When developing or updating your data governance strategy, pull together a multi-functional team to collaborate on answers to these questions:<strong><span style="text-decoration: none;"></span></strong></p> <ul style="list-style-type: disc;margin-left:30px;"> <li><strong>What is your business landscape?</strong><span> Understand your organization’s vision, goals, and where your strategic positioning is taking you. This is crucial to lay a strong data foundation to effectively explore technology trends like the GenAI wave.</span></li> <li><strong><span>Who is taking care of what data and where are decisions made? </span></strong><span>Identify key data owners and stewards across business units. Who is generating, consuming, and making decisions with data? </span></li> <li><strong><span>What data sources are important?</span></strong><span> Catalog core data assets. Prioritize sources like R&D data, manufacturing data, clinical trial data, patient data, commercial data and so forth. </span></li> <li><strong><span>What are the critical needs of different business units?</span></strong><span> Ensure that data governance goes beyond the enterprise level to address unique local needs as well.</span></li> </ul> <br /> <h5 style="margin-top: 0in; margin-bottom: 0in;"><span><strong>Build Excitement with Change Management</strong></span></h5> <p style="margin-top: 0in; margin-bottom: 0in;">For data governance to work, it requires buy-in across the organization, including at the highest levels of leadership. There must be clear ownership, accountability, and stewardship of data across functions, not just in a siloed fashion.</p> <p style="margin-bottom: 0in;">Change management is critical because a data governance strategy will introduce new policies, procedures, tools, and culture changes. Organizations must ask key questions such as: How will we strategically implement these changes? How can we get buy-in across the organization? What training is needed for adoption? Some of the steps include:</p> <ul style="list-style-type: disc;margin-left:30px;"> <li><strong><span>Starting with the status quo, </span></strong><span>holding value workshops, interviews, stakeholder mapping</span></li> <li><strong><span>Understanding the change impact</span></strong><span> to different functions, accounting for global vs. local circumstances, and aligned to business strategy</span></li> <li><strong><span>Determining the adoption strategy</span></strong><span> for building excitement to help employees understand why a good data strategy matters</span></li> <li><strong><span>Get executive sign-off</span></strong><span> to make sure that the top leaders will be walking the talk</span></li> </ul> <p>With the right foundation, everyone benefits from high-quality data.</p> <br /> <h5 style="margin-top: 0in; margin-bottom: 0in;"><strong>The Payoff of Data Governance for Life Sciences Companies</strong></h5> <ul style="list-style-type: disc;margin-left:30px;"> <li><span>More trusted data for smarter decisions</span></li> <li><span>Regulatory compliance and decreased risk</span></li> <li><span>Increased access to high-quality data</span></li> <li><span>Foundation for data-driven innovations like AI/ML and GenAI</span></li> <li><span>More value from analytics investments</span></li> </ul> <p> <span>The healthcare data storm is intensifying. Organizations lacking data governance will struggle with quality and security while missing growth opportunities. Now is the time to take control and maximize your data advantage.</span></p> <p style="font-size:12px;"><em><sup>1</sup> <span>Gartner, 2023 Data Science Must Rely on Data and Analytics Governance to Produce Trusted Results, </span></em><em><span>4 July 2023. GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved.</span></em></p> </div> </div> </section> <section class="single-card-redesign white-background no-image"> <div class="single-card_outer"> <div class="single-card_wrapper"> <div class="single-card_inner"> <div class="single-card_container"> <div class="single-card_item card-link"> <div class="single-card_content"> <h2 class="single-card_heading"> Data Governance and Stewardship </h2> <div class="single-card_description"> <p style="text-align:center;">Learn more about how you can harness your data. 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