Navigate a Big Data Future with Predictive Analytics

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Health care generates as much as 30% of the world’s data, and new technologies are changing how life insurers analyze consumer information.</p> <p>Actuaries are business-savvy problem solvers. They understand how to leverage the latest technologies and techniques to turn data into actionable insights and solutions for businesses and can communicate those findings to multiple audiences.</p> <p>SOA-credentialed actuaries use predictive analytics to inform organizational and business strategies, with efforts such as identifying chronic conditions in their early stage or determining stress levels through sweat patterns.</p></div> </div> </div> </div> </div> </article> <article class="program-landing__article program-landing__lower-grid-article"> <div class="row"> <div class="col-lg-4"> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> <a class="card__headline__link" href="/resources/announcements/press-releases/2020/lincoln-financial-upskilling/"> New Data and Analytics Talent Upskilling Program </a> </h3> <a class="d-block card__image program-media-container" href="/resources/announcements/press-releases/2020/lincoln-financial-upskilling/"> <img class="lazyload card__imgElement" src="/4a02b8/globalassets/images/files/images/logos/lincoln-soa-partnership.png" alt="" /> </a> <div class="card__content"> <p>The SOA is providing a two-year upskilling predictive analytics program to Lincoln Financial Group employees.</p> </div> </div> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> <a class="card__headline__link" href="/programs/predictive-analytics/case-study-valani/"> Driven to Succeed—No Matter What </a> </h3> <div class="card__content"> <p>Nazir Valani is the definition of a go-getter. When an employer said he wasn’t right for the actuarial field, Nazir set out to prove him wrong. Years later, after launching his second successful business, Nazir is giving a new generation of actuaries the guidance he wishes he’d had.</p> </div> </div> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> <a class="card__headline__link" href="/programs/predictive-analytics/case-study-liu/"> The PA Certificate: Benefiting More Than the Actuary </a> </h3> <div class="card__content"> <p>Actuary Winnie Liu’s supervisor, Gavin Maistry, Regional Chief Actuary & CRO of Munich RE, gives the SOA’s Predictive Analytics Certificate Program high praise: “[Winnie] completed the program and has given the Munich RE APAC actuarial team a significant advantage for harnessing the full potential of our data.”</p> </div> </div> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> Predictive Analytics Webcast: Taking Triple Aim </h3> <div class="card__content"> <p><iframe src="https://www.youtube.com/embed/aIbGcAHfvVQ" width="200" height="125" frameborder="0" allowfullscreen="allowfullscreen"></iframe></p> <p>Improved patient outcomes, quality of care and lower costs: Together, they form the Triple Aim of health care, and predictive analytics is poised to help deliver them. Tune in to our webcast featuring four health care leaders sharing their insights.</p> </div> </div> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> <a class="card__headline__link" href="/programs/predictive-analytics-certificate/"> PA Certificate Program: Dive Deeper </a> </h3> <div class="card__content"> <p>For actuaries who want to expand their predictive modeling capabilities, derive and communicate relevant data, grow their programming vocabulary, and hone other skills that will bring valuable perspective to their team, the SOA’s Predictive Analytics Certificate Program can help. Sign up through December 19 to enroll.</p> </div> </div> </div> <div class="col-lg-4"> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> <a class="card__headline__link" href="https://healthtechmagazine.net/article/2019/10/how-predictive-analytics-impacting-patient-care-perfcon" target="_blank"> PA Means Proactiveness in Health Care </a> </h3> <div class="card__content"> <p>Through data and machine learning, predictive analytics is providing critical information to help doctors make better treatment decisions.</p> </div> </div> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> The Evolution of Predictive Models in Life Insurance Underwriting </h3> <div class="card__content"> <p><iframe src="https://www.youtube.com/embed/B3fUYG3-JbQ" width="200" height="125" frameborder="0" allowfullscreen="allowfullscreen"></iframe></p> <p>Big data and predictive models have disrupted the life insurance new business and underwriting processes over the past few years. How did we get here? What does the future hold? This session will review the lessons learned from the evolutionary process and discuss what the potential next steps are in this journey. This session will address the question, "Are real-time fully underwritten decisions an achievable goal?"</p> </div> </div> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> <a class="card__headline__link" href="https://healthitanalytics.com/news/60-of-healthcare-execs-say-they-use-predictive-analytics" target="_blank"> A Majority of Health Organizations Use Predictive Analytics </a> </h3> <div class="card__content"> <p>Our survey results are in: 60% of health care executives are using predictive analytics within their organizations, and 20% of payers and providers plan to use it within the next year. Read more for their thoughts on how predictive analytics has affected their business.</p> </div> </div> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> <a class="card__headline__link" href="https://www.modernhealthcare.com/technology/artificial-intelligence-requires-human-intelligence" target="_blank"> Why Actuaries are Crucial to Health Care’s Future </a> </h3> <div class="card__content"> <p>Health organizations are shifting to value-based care, which invites more risk. Managing risk goes beyond analytics tools and AI, explains Yi-Ling Lin, principal at Terry Group. Actuaries who can interpret trends and spot disruptions have never been more important to health care’s future. Read more in Modern Healthcare.</p> </div> </div> </div> <div class="col-lg-4"> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> Ehren Nagel Discusses “Practical Coding Experience </h3> <div class="program-media-container"> <iframe width="200" height="125" src="https://www.youtube.com/embed/DJfs750W6xg" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> </div> <div class="card__content"> <p>Ehren Nagel completed the SOA’s Predictive Analytics Certificate Program while working as a pricing actuary. He says it was a time-commitment, but the new skills and career options he gained were worth it.</p> </div> </div> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> Yi-Ling Lin: Data and the Future of Health Care </h3> <div class="program-media-container"> <iframe width="200" height="125" src="https://www.youtube.com/embed/BB57MtN_nng" frameborder="0" allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe> </div> <div class="card__content"> <p>“There’s so much data, and predictive analytics can help us take advantage of everything that’s out there,” says Yi-Ling Lin, principal at The Terry Group. Yi-Ling explains how the SOA Predictive Analytics Certificate Program has helped her thrive in a data-centric health care industry.</p> </div> </div> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> <a class="card__headline__link" href="/programs/predictive-analytics/case-study-getzen/"> Using Change Management to Adapt to Change </a> </h3> <div class="card__content"> <p>Patrick Getzen’s tenure as Blue Cross NC’s chief actuary and analytics officer has been defined by change. He led his team through organizational restructures and technological disruption. How? Using change management strategies. Patrick explains how this technique has altered his approach to actuarial work.</p> </div> </div> <div class="card card--landing-general" data-landinggeneralcard> <h3 class="card__headline"> <a class="card__headline__link" href="/programs/predictive-analytics/case-study-andrews-mining-data/" target="_blank"> Dorothy Andrews: Mining Data from Behavior and Psychology </a> </h3> <div class="card__content"> <p>Dorothy Andrews pursued a media psychology Ph.D. two years ago after realizing data could predict human behavior and assess risk. Now, she advises life insurance companies on how to customize policies with data from wearable tech. Dorothy explains why her path is a potential opening for more actuaries.</p> </div> </div> </div> </div> </article> </div> </div> </div> </div> <div class="col-lg-3 col-12" data-rightrail> <div class="row"> <div class="col-md-12">  <aside class="soa-sidebar-content"> <div class="card-sidebar--ads">  <script src="/Static/js/v-638739456820000000/googleAdsforRightRailScript.js"></script> <div class="sidebar-ad" data-clickableimage> <a class="sidebar-ad__link" href="mailto:predictiveanalytics@soa.org" target="_blank"> <img class="sidebar-ad__image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" data-src="/49c7d8/globalassets/images/ads/predictive-analytics-contact.jpg" alt="" rel="noopener"/> </a> </div> <div class="sidebar-ad" data-clickableimage> <a class="sidebar-ad__link" href="/programs/predictive-analytics-certificate/"> <img class="sidebar-ad__image lazyload" src="data:image/gif;base64,R0lGODlhAQABAAAAACH5BAEKAAEALAAAAAABAAEAAAICTAEAOw==" 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