# Vaccines & Infectious Disease

## Articles
- **Participant-first recruitment: Building relationships, trust, and seamless ...**  
[Read](/content/resources/participant-first-recruitment-building-relationships-trust-and-seamless-experiences/index.html)

- **From in-person trials to DCTs and back again: Why has implementation of rem...**  
[Read](/content/resources/from-in-person-trials-to-dcts-and-back-again-why-has-implementation-of-remote-trials-been-so-challenging/index.html)

- **Quickly connect the right participants to your trial** 
[Read](/content/resources/quickly-connect-the-right-participants-to-your-trial/index.html)

- **The voice of the patient: What participants really want (and don't want) fr...**  
[Read](/content/resources/the-voice-of-the-patient-what-participants-really-want-and-dont-want-from-research-programs/index.html)

- **Increasing treatment rates with co-created patient engagement**  
[Read](/content/resources/increasing-treatment-rates-with-co-created-patient-engagement/index.html)

- **Characterization of influenza-like Illness burden using commercial wearable...**  
[Read](/content/resources/characterization-of-influenza-like-illness-burden-using-commercial-wearable-sensor-data-and-patient-reported-outcomes-mixed-methods-cohort-study/index.html)

- **Machine learning COVID-19 detection from wearables**  
[Read](/content/resources/machine-learning-covid-19-detection-from-wearables/index.html)

- **Using longitudinal RWD to boost activation along the patient journey**  
[Read](/content/resources/using-longitudinal-rwd-to-boost-activation-along-the-patient-journey/index.html)

- **American Life in Realtime: A benchmark registry of health data for equitabl...**  
[Read](/content/resources/american-life-in-realtime-a-benchmark-registry-of-health-data-for-equitable-precision-health/index.html)

- **Predictors of seeking care for influenza-like illness in a novel digital st...**  
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- **Evidation and Duke Big Ideas Lab partner to boost participation and increas...**  
[Read](/content/resources/evidation-and-duke-big-ideas-lab-partner-to-boost-participation-and-increase-equity-in-digital-health-research/index.html)

- **Creating competitive advantage: Privacy and security by design in mHealth a...**  
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- **COVID-19 real-world evidence primer**  
[Read](/content/resources/covid-19-real-world-evidence-primer/index.html)

- **Digital intervention increases influenza vaccination rates for people with ...**  
[Read](/content/resources/digital-intervention-increases-influenza-vaccination-rates-for-people-with-diabetes-in-a-decentralized-randomized-trial/index.html)

- **Influenza surveillance using wearable mobile health devices**  
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- **Evidation launches FluSmart, a direct-to-person digital flu monitoring prog...**  
[Read](/content/resources/evidation-launches-flusmart-a-direct-to-person-digital-flu-monitoring-program-to-better-understand-flu-in-everyday-life/index.html)

- **Model-Twin Randomization (MoTR): A Monte Carlo method for estimating the wi...**  
[Read](/content/resources/model-twin-randomization-motr-a-monte-carlo-method-for-estimating-the-within-individual-average-treatment-effect-using-wearable-sensors/index.html)

- **Influence of digital intervention messaging on influenza vaccination rates ...**  
[Read](/content/resources/influence-of-digital-intervention-messaging-on-influenza-vaccination-rates-among-adults-with-cardiovascular-disease/index.html)

- **Using digital health technologies to transform community health and health ...**  
[Read](/content/resources/using-digital-health-technologies-to-transform-community-health-and-health-equity/index.html)

- **The burden of influenza on the US older population: A real-world health out...**  
[Read](/content/resources/the-burden-of-influenza-on-the-us-older-population-a-real-world-health-outcomes-study/index.html)

- **Estimating the burden of influenza-like illness on daily activity at the po...**  
[Read](/content/resources/estimating-the-burden-of-influenza-like-illness-on-daily-activity-at-the-population-scale-using-commercial-wearable-sensors/index.html)

- **Measuring health-related quality of life with multimodal data: Viewpoint**  
[Read](/content/resources/measuring-health-related-quality-of-life-with-multimodal-data-viewpoint/index.html)

- **One third of Medicare and Medicaid beneficiaries face transportation insecu...**  
[Read](/content/resources/one-third-of-medicare-and-medicaid-beneficiaries-face-transportation-insecurity/index.html)

- **NIH and Evidation Health enter Phase II of project to study early warning s...**  
[Read](/content/resources/nih-and-evidation-health-enter-phase-ii-of-project-to-study-early-warning-signs-of-covid-19/index.html)

- **Evidation, USC and Rand awarded NIH R01 Research Project grant to develop a...**  
[Read](/content/resources/evidation-usc-and-rand-awarded-nih-r01-research-project-grant/index.html)

- **Evidation Health and BARDA partner on early warning system for COVID-19**  
[Read](/content/resources/evidation-health-and-barda-partner-on-early-warning-system-for-covid-19-3/index.html)

- **NYC Health and Evidation collaborate with the Icahn School of Medicine at M...**  
[Read](/content/resources/nyc-health-and-evidation-collaborate-with-the-icahn-school-of-medicine-at-mount-sinai/index.html)

- **Evidation partners with other industry leaders to launch resources to drive...**  
[Read](/content/resources/evidation-partners-with-other-industry-leaders-to-launch-resources-to-drive-inclusion-in-digital-health-measurement/index.html)

- **Next generation patient engagement & enriched insights**  
[Read](/content/resources/next-generation-patient-engagement-enriched-insights/index.html)

- **Evidation study shows digital intervention increases flu vaccination rates ...**  
[Read](/content/resources/evidation-study-shows-digital-intervention-increases-flu-vaccination-rates-among-people-with-diabetes/index.html)

- **5 key factors to successfully leveraging person-generated health data**  
[Read](/content/resources/5-key-factors-to-successfully-leveraging-person-generated-health-data/index.html)

- **Translating PGHD into measures that matter**  
[Read](/content/resources/translating-pghd-into-measures-that-matter/index.html)

- **Evaluating the accuracy of at-home rapid diagnostic test kits for influenza**  
[Read](/content/resources/evaluating-the-accuracy-of-at-home-rapid-diagnostic-test-kits-for-influenza/index.html)

- **Rapid identification of high-risk participants in a COVID-19 research study...**  
[Read](/content/resources/rapid-identification-of-high-risk-participants-in-a-covid-19-research-study/index.html)

- **Evidation + HealthVerity: The holistic patient journey: Fusing real-world d...**  
[Read](/content/resources/webinar-evidation-healthverity-the-holistic-patient-journey-fusing-real-world-data-with-person-generated-health-data/index.html)

- **Evolution or revolution: Translating PGHD into measures that matter**  
[Read](/content/resources/evidation-webinar-evolution-or-revolution-translating-pghd-into-measures-that-matter/index.html)

- **AI: Leveraging wearables and other patient-generated data in research**  
[Read](/content/resources/ai-leveraging-wearables-and-other-patient-generated-data-in-research/index.html)

- **Effect of different financial incentive structures on promoting physical ac...**  
[Read](/content/resources/effect-of-different-financial-incentive-structures-on-promoting-physical-activity-among-adults/index.html)

- **Quantifying the impact of influenza among persons with type 2 diabetes mell...**  
[Read](/content/resources/quantifying-the-impact-of-influenza-among-persons-with-type-2-diabetes-mellitus/index.html)

- **Large-scale influenza vaccination promotion on a mobile app platform: A ran...**  
[Read](/content/resources/large-scale-influenza-vaccination-promotion-on-a-mobile-app-platform/index.html)

- **Machine intelligence in healthcare — Perspectives on trustworthiness, expla...**  
[Read](/content/resources/machine-intelligence-in-healthcare-perspectives-on-trustworthiness-explainability-usability-and-transparency/index.html)

- **Remote digital monitoring for medical product development**  
[Read](/content/resources/remote-digital-monitoring-for-medical-product-development/index.html)

- **Comparison of study samples recruited with virtual versus traditional recru...**  
[Read](/content/resources/comparison-of-study-samples-recruited-with-virtual-versus-traditional-recruitment-methods/index.html)

- **Development and application of a patient group engagement prioritization to...**  
[Read](/content/resources/development-and-application-of-a-patient-group-engagement-prioritization-tool-for-use-in-medical-product-development/index.html)

- **Digital measures that matter to patients: A framework to guide the selectio...**  
[Read](/content/resources/digital-measures-that-matter-to-patients/index.html)

- **Digital intervention is effective in increasing influenza vaccination in pe...**  
[Read](/content/resources/digital-intervention-is-effective-in-increasing-influenza-vaccination-in-people-living-with-diabetes/index.html)

- **Characterizing COVID-19 and influenza illnesses in the real world via perso...**  
[Read](/content/resources/characterizing-covid-19-and-influenza-illnesses-in-the-real-world-via-person-generated-health-data/index.html)

- **Reproducibility in machine learning for health research: Still a ways to go**  
[Read](/content/resources/reproducibility-in-machine-learning-for-health-research-still-a-ways-to-go/index.html)

- **Evaluation, acceptance, and qualification of digital measures: From proof o...**  
[Read](/content/resources/evaluation-acceptance-and-qualification-of-digital-measures-from-proof-of-concept-to-endpoint/index.html)

- **Dear watch, should I get a COVID-19 test? Designing deployable machine lear...**  
[Read](/content/resources/designing-deployable-machine-learning-for-wearables/index.html)

- **Digital endpoints must meet patient needs**  
[Read](/content/resources/digital-endpoints-must-meet-patient-needs/index.html)

- **It takes a village: Development of digital measures for computer scientists**  
[Read](/content/resources/development-of-digital-measures-for-computer-scientists/index.html)

- **An alternative to the ‘light touch’ digital health remote study: The stress...**  
[Read](/content/resources/an-alternative-to-the-light-touch-digital-health-remote-study/index.html)

- **Sensor data integration: A new cross-industry collaboration to articulate v...**  
[Read](/content/resources/sensor-data-integration-a-new-cross-industry-collaboration-to-articulate-value-define-needs-and-advance-a-framework-for-best-practices/index.html)

- **Flu@home: The comparative accuracy of an at-home influenza rapid diagnostic...**  
[Read](/content/resources/flu-home-the-comparative-accuracy-of-an-at-home-influenza-rapid-diagnostic-test/index.html)

- **Five-step action plan to implement your PGHD strategy: Leveraging person-ge...**  
[Read](/content/resources/five-step-action-plan-to-implement-your-pghd-strategy-leveraging-person-generated-health-data-pghd-to-deliver-actionable-insights/index.html)

- **RWD-Cockpit: Application for quality assessment of real-world data**  
[Read](/content/resources/rwd-cockpit-application-for-quality-assessment-of-real-world-data/index.html)

- **Advancing digital health applications: Priorities for innovation in real-wo...**  
[Read](/content/resources/advancing-digital-health-applications-priorities-for-innovation-in-real-world-evidence-generation/index.html)

- **Precision recruitment for high-risk participants in a COVID-19 cohort study**  
[Read](/content/resources/precision-recruitment-for-high-risk-participants-in-a-covid-19-research-study/index.html)

- **A community takes action to help citizens improve their health by harnessin...**  
[Read](/content/resources/a-community-takes-action-to-help-citizens-improve-their-health-by-harnessing-digital-technology/index.html)

- **Making equitable health a reality**  
[Read](/content/resources/making-equitable-health-a-reality/index.html)

- **How do we make patient centricity a reality?**  
[Read](/content/resources/how-do-we-make-patient-centricity-a-reality/index.html)

- **Understanding the pandemic’s impact on the management of chronic conditions**  
[Read](/content/resources/understanding-the-pandemics-impact-on-the-management-of-chronic-conditions/index.html)

- **Rapid home tests are good, but digital health technology is even better at ...**  
[Read](/content/resources/opinion-rapid-home-tests-are-good-but-digital-health-technology-is-even-better-at-fighting-covid-19/index.html)

- **Digital Medicine Society, Evidation, and industry partners launch toolkit t...**  
[Read](/content/resources/the-3-ps-of-digital-endpoint-value-recommendations-and-resources/index.html)

- **Evidation extends collaboration with Sanofi to develop and apply real-world...**  
[Read](/content/resources/evidation-extends-collaboration-with-sanofi-to-develop-and-apply-real-world-evidence/index.html)

- **Digital health interventions increase flu vaccinations in people with diabe...**  
[Read](/content/resources/digital-health-interventions-increase-flu-vaccinations-in-people-with-diabetes/index.html)