# Resources ## Vaccines & Infectious Disease - **Participant-first recruitment: Building relationships, trust, and seamless ...** [Read](https://legal@evidation.com/resources/participant-first-recruitment-building-relationships-trust-and-seamless-experiences) [Watch](https://legal@evidation.com/resources/participant-first-recruitment-building-relationships-trust-and-seamless-experiences) - **From in-person trials to DCTs and back again: Why has implementation of rem...** [Read](https://legal@evidation.com/resources/from-in-person-trials-to-dcts-and-back-again-why-has-implementation-of-remote-trials-been-so-challenging) [Watch](https://legal@evidation.com/resources/from-in-person-trials-to-dcts-and-back-again-why-has-implementation-of-remote-trials-been-so-challenging) - **BARDA expands partnership with Evidation to validate and improve machine le...** [Read](https://legal@evidation.com/resources/barda-expands-partnership-with-evidation-to-validate-and-improve-machine-learning-models-for-early-detection-of-influenza-like-illness-using-wearables) [Watch](https://legal@evidation.com/resources/barda-expands-partnership-with-evidation-to-validate-and-improve-machine-learning-models-for-early-detection-of-influenza-like-illness-using-wearables) - **Quickly connect the right participants to your trial** [Read](https://legal@evidation.com/resources/quickly-connect-the-right-participants-to-your-trial) [Watch](https://legal@evidation.com/resources/quickly-connect-the-right-participants-to-your-trial) - **The voice of the patient: What participants really want (and don't want) fr...** [Read](https://legal@evidation.com/resources/the-voice-of-the-patient-what-participants-really-want-and-dont-want-from-research-programs) [Watch](https://legal@evidation.com/resources/the-voice-of-the-patient-what-participants-really-want-and-dont-want-from-research-programs) - **Increasing treatment rates with co-created patient engagement** [Read](https://legal@evidation.com/resources/increasing-treatment-rates-with-co-created-patient-engagement) [Watch](https://legal@evidation.com/resources/increasing-treatment-rates-with-co-created-patient-engagement) - **Characterization of influenza-like Illness burden using commercial wearable...** [Read](https://legal@evidation.com/resources/characterization-of-influenza-like-illness-burden-using-commercial-wearable-sensor-data-and-patient-reported-outcomes-mixed-methods-cohort-study) [Watch](https://legal@evidation.com/resources/characterization-of-influenza-like-illness-burden-using-commercial-wearable-sensor-data-and-patient-reported-outcomes-mixed-methods-cohort-study) - **Machine learning COVID-19 detection from wearables** [Read](https://legal@evidation.com/resources/machine-learning-covid-19-detection-from-wearables) [Watch](https://legal@evidation.com/resources/machine-learning-covid-19-detection-from-wearables) - **Using longitudinal RWD to boost activation along the patient journey** [Read](https://legal@evidation.com/resources/using-longitudinal-rwd-to-boost-activation-along-the-patient-journey) [Watch](https://legal@evidation.com/resources/using-longitudinal-rwd-to-boost-activation-along-the-patient-journey) - **American Life in Realtime: A benchmark registry of health data for equitabl...** [Read](https://legal@evidation.com/resources/american-life-in-realtime-a-benchmark-registry-of-health-data-for-equitable-precision-health) [Watch](https://legal@evidation.com/resources/american-life-in-realtime-a-benchmark-registry-of-health-data-for-equitable-precision-health) - **Predictors of seeking care for influenza-like illness in a novel digital st...** [Read](https://legal@evidation.com/resources/predictors-of-seeking-care-for-influenza-like-illness-in-a-novel-digital-study) [Watch](https://legal@evidation.com/resources/predictors-of-seeking-care-for-influenza-like-illness-in-a-novel-digital-study) - **Evidation and Duke Big Ideas Lab partner to boost participation and increas...** [Read](https://legal@evidation.com/resources/evidation-and-duke-big-ideas-lab-partner-to-boost-participation-and-increase-equity-in-digital-health-research) [Watch](https://legal@evidation.com/resources/evidation-and-duke-big-ideas-lab-partner-to-boost-participation-and-increase-equity-in-digital-health-research) - **Creating competitive advantage: Privacy and security by design in mHealth a...** [Read](https://legal@evidation.com/resources/creating-competitive-advantage-privacy-and-security-by-design-in-mhealth-and-digital-health-products) [Watch](https://legal@evidation.com/resources/creating-competitive-advantage-privacy-and-security-by-design-in-mhealth-and-digital-health-products) - **COVID-19 real-world evidence primer** [Read](https://legal@evidation.com/resources/covid-19-real-world-evidence-primer) [Watch](https://legal@evidation.com/resources/covid-19-real-world-evidence-primer) - **Digital intervention increases influenza vaccination rates for people with ...** [Read](https://legal@evidation.com/resources/digital-intervention-increases-influenza-vaccination-rates-for-people-with-diabetes-in-a-decentralized-randomized-trial) [Watch](https://legal@evidation.com/resources/digital-intervention-increases-influenza-vaccination-rates-for-people-with-diabetes-in-a-decentralized-randomized-trial) - **Influenza surveillance using wearable mobile health devices** [Read](https://legal@evidation.com/resources/influenza-surveillance-using-wearable-mobile-health-devices) [Watch](https://legal@evidation.com/resources/influenza-surveillance-using-wearable-mobile-health-devices) - **Evidation launches FluSmart, a direct-to-person digital flu monitoring prog...** [Read](https://legal@evidation.com/resources/evidation-launches-flusmart-a-direct-to-person-digital-flu-monitoring-program-to-better-understand-flu-in-everyday-life) [Watch](https://legal@evidation.com/resources/evidation-launches-flusmart-a-direct-to-person-digital-flu-monitoring-program-to-better-understand-flu-in-everyday-life) - **Model-Twin Randomization (MoTR): A Monte Carlo method for estimating the wi...** [Read](https://legal@evidation.com/resources/model-twin-randomization-motr-a-monte-carlo-method-for-estimating-the-within-individual-average-treatment-effect-using-wearable-sensors) [Watch](https://legal@evidation.com/resources/model-twin-randomization-motr-a-monte-carlo-method-for-estimating-the-within-individual-average-treatment-effect-using-wearable-sensors) - **Influence of digital intervention messaging on influenza vaccination rates ...** [Read](https://legal@evidation.com/resources/influence-of-digital-intervention-messaging-on-influenza-vaccination-rates-among-adults-with-cardiovascular-disease) [Watch](https://legal@evidation.com/resources/influence-of-digital-intervention-messaging-on-influenza-vaccination-rates-among-adults-with-cardiovascular-disease) - **Using digital health technologies to transform community health and health ...** [Read](https://legal@evidation.com/resources/using-digital-health-technologies-to-transform-community-health-and-health-equity) [Watch](https://legal@evidation.com/resources/using-digital-health-technologies-to-transform-community-health-and-health-equity) - **The burden of influenza on the US older population: A real-world health out...** [Read](https://legal@evidation.com/resources/the-burden-of-influenza-on-the-us-older-population-a-real-world-health-outcomes-study) [Watch](https://legal@evidation.com/resources/the-burden-of-influenza-on-the-us-older-population-a-real-world-health-outcomes-study) - **Estimating the burden of influenza-like illness on daily activity at the po...** [Read](https://legal@evidation.com/resources/estimating-the-burden-of-influenza-like-illness-on-daily-activity-at-the-population-scale-using-commercial-wearable-sensors) [Watch](https://legal@evidation.com/resources/estimating-the-burden-of-influenza-like-illness-on-daily-activity-at-the-population-scale-using-commercial-wearable-sensors) - **Measuring health-related quality of life with multimodal data: Viewpoint** [Read](https://legal@evidation.com/resources/measuring-health-related-quality-of-life-with-multimodal-data-viewpoint) [Watch](https://legal@evidation.com/resources/measuring-health-related-quality-of-life-with-multimodal-data-viewpoint) - **One third of Medicare and Medicaid beneficiaries face transportation insecu...** [Read](https://legal@evidation.com/resources/one-third-of-medicare-and-medicaid-beneficiaries-face-transportation-insecurity) [Watch](https://legal@evidation.com/resources/one-third-of-medicare-and-medicaid-beneficiaries-face-transportation-insecurity) - **NIH and Evidation Health enter Phase II of project to study early warning s...** [Read](https://legal@evidation.com/resources/nih-and-evidation-health-enter-phase-ii-of-project-to-study-early-warning-signs-of-covid-19) [Watch](https://legal@evidation.com/resources/nih-and-evidation-health-enter-phase-ii-of-project-to-study-early-warning-signs-of-covid-19) - **Evidation, USC and Rand awarded NIH R01 Research Project grant to develop a...** [Read](https://legal@evidation.com/resources/evidation-usc-and-rand-awarded-nih-r01-research-project-grant) [Watch](https://legal@evidation.com/resources/evidation-usc-and-rand-awarded-nih-r01-research-project-grant) - **Evidation Health and BARDA partner on early warning system for COVID-19** [Read](https://legal@evidation.com/resources/evidation-health-and-barda-partner-on-early-warning-system-for-covid-19-3) [Watch](https://legal@evidation.com/resources/evidation-health-and-barda-partner-on-early-warning-system-for-covid-19-3) - **NYC Health and Evidation collaborate with the Icahn School of Medicine at M...** [Read](https://legal@evidation.com/resources/nyc-health-and-evidation-collaborate-with-the-icahn-school-of-medicine-at-mount-sinai) [Watch](https://legal@evidation.com/resources/nyc-health-and-evidation-collaborate-with-the-icahn-school-of-medicine-at-mount-sinai) - **Evidation partners with other industry leaders to launch resources to drive...** [Read](https://legal@evidation.com/resources/evidation-partners-with-other-industry-leaders-to-launch-resources-to-drive-inclusion-in-digital-health-measurement) [Watch](https://legal@evidation.com/resources/evidation-partners-with-other-industry-leaders-to-launch-resources-to-drive-inclusion-in-digital-health-measurement) - **Next generation patient engagement & enriched insights** [Read](https://legal@evidation.com/resources/next-generation-patient-engagement-enriched-insights) [Watch](https://legal@evidation.com/resources/next-generation-patient-engagement-enriched-insights) - **Evidation study shows digital intervention increases flu vaccination rates ...** [Read](https://legal@evidation.com/resources/evidation-study-shows-digital-intervention-increases-flu-vaccination-rates-among-people-with-diabetes) [Watch](https://legal@evidation.com/resources/evidation-study-shows-digital-intervention-increases-flu-vaccination-rates-among-people-with-diabetes) - **5 key factors to successfully leveraging person-generated health data** [Read](https://legal@evidation.com/resources/5-key-factors-to-successfully-leveraging-person-generated-health-data) [Watch](https://legal@evidation.com/resources/5-key-factors-to-successfully-leveraging-person-generated-health-data) - **Translating PGHD into measures that matter** [Read](https://legal@evidation.com/resources/translating-pghd-into-measures-that-matter) [Watch](https://legal@evidation.com/resources/translating-pghd-into-measures-that-matter) - **Evaluating the accuracy of at-home rapid diagnostic test kits for influenza** [Read](https://legal@evidation.com/resources/evaluating-the-accuracy-of-at-home-rapid-diagnostic-test-kits-for-influenza) [Watch](https://legal@evidation.com/resources/evaluating-the-accuracy-of-at-home-rapid-diagnostic-test-kits-for-influenza) - **Rapid identification of high-risk participants in a COVID-19 research study...** [Read](https://legal@evidation.com/resources/rapid-identification-of-high-risk-participants-in-a-covid-19-research-study) [Watch](https://legal@evidation.com/resources/rapid-identification-of-high-risk-participants-in-a-covid-19-research-study) - **Evidation + HealthVerity: The holistic patient journey: Fusing real-world d...** [Read](https://legal@evidation.com/resources/webinar-evidation-healthverity-the-holistic-patient-journey-fusing-real-world-data-with-person-generated-health-data) [Watch](https://legal@evidation.com/resources/webinar-evidation-healthverity-the-holistic-patient-journey-fusing-real-world-data-with-person-generated-health-data) - **Evolution or revolution: Translating PGHD into measures that matter** [Read](https://legal@evidation.com/resources/evidation-webinar-evolution-or-revolution-translating-pghd-into-measures-that-matter) [Watch](https://legal@evidation.com/resources/evidation-webinar-evolution-or-revolution-translating-pghd-into-measures-that-matter) - **AI: Leveraging wearables and other patient-generated data in research** [Read](https://legal@evidation.com/resources/ai-leveraging-wearables-and-other-patient-generated-data-in-research) [Watch](https://legal@evidation.com/resources/ai-leveraging-wearables-and-other-patient-generated-data-in-research) - **Effect of different financial incentive structures on promoting physical ac...** [Read](https://legal@evidation.com/resources/effect-of-different-financial-incentive-structures-on-promoting-physical-activity-among-adults) [Watch](https://legal@evidation.com/resources/effect-of-different-financial-incentive-structures-on-promoting-physical-activity-among-adults) - **Quantifying the impact of influenza among persons with type 2 diabetes mell...** [Read](https://legal@evidation.com/resources/quantifying-the-impact-of-influenza-among-persons-with-type-2-diabetes-mellitus) [Watch](https://legal@evidation.com/resources/quantifying-the-impact-of-influenza-among-persons-with-type-2-diabetes-mellitus) - **Large-scale influenza vaccination promotion on a mobile app platform: A ran...** [Read](https://legal@evidation.com/resources/large-scale-influenza-vaccination-promotion-on-a-mobile-app-platform) [Watch](https://legal@evidation.com/resources/large-scale-influenza-vaccination-promotion-on-a-mobile-app-platform) - **Machine intelligence in healthcare — Perspectives on trustworthiness, expla...** [Read](https://legal@evidation.com/resources/machine-intelligence-in-healthcare-perspectives-on-trustworthiness-explainability-usability-and-transparency) [Watch](https://legal@evidation.com/resources/machine-intelligence-in-healthcare-perspectives-on-trustworthiness-explainability-usability-and-transparency) - **Remote digital monitoring for medical product development** [Read](https://legal@evidation.com/resources/remote-digital-monitoring-for-medical-product-development) [Watch](https://legal@evidation.com/resources/remote-digital-monitoring-for-medical-product-development) - **Comparison of study samples recruited with virtual versus traditional recru...** [Read](https://legal@evidation.com/resources/comparison-of-study-samples-recruited-with-virtual-versus-traditional-recruitment-methods) [Watch](https://legal@evidation.com/resources/comparison-of-study-samples-recruited-with-virtual-versus-traditional-recruitment-methods) - **Development and application of a patient group engagement prioritization to...** [Read](https://legal@evidation.com/resources/development-and-application-of-a-patient-group-engagement-prioritization-tool-for-use-in-medical-product-development) [Watch](https://legal@evidation.com/resources/development-and-application-of-a-patient-group-engagement-prioritization-tool-for-use-in-medical-product-development) - **Digital measures that matter to patients: A framework to guide the selectio...** [Read](https://legal@evidation.com/resources/digital-measures-that-matter-to-patients) [Watch](https://legal@evidation.com/resources/digital-measures-that-matter-to-patients) - **Digital intervention is effective in increasing influenza vaccination in pe...** [Read](https://legal@evidation.com/resources/digital-intervention-is-effective-in-increasing-influenza-vaccination-in-people-living-with-diabetes) [Watch](https://legal@evidation.com/resources/digital-intervention-is-effective-in-increasing-influenza-vaccination-in-people-living-with-diabetes) - **Characterizing COVID-19 and influenza illnesses in the real world via perso...** [Read](https://legal@evidation.com/resources/characterizing-covid-19-and-influenza-illnesses-in-the-real-world-via-person-generated-health-data) [Watch](https://legal@evidation.com/resources/characterizing-covid-19-and-influenza-illnesses-in-the-real-world-via-person-generated-health-data) - **Reproducibility in machine learning for health research: Still a ways to go** [Read](https://legal@evidation.com/resources/reproducibility-in-machine-learning-for-health-research-still-a-ways-to-go) [Watch](https://legal@evidation.com/resources/reproducibility-in-machine-learning-for-health-research-still-a-ways-to-go) - **Evaluation, acceptance, and qualification of digital measures: From proof o...** [Read](https://legal@evidation.com/resources/evaluation-acceptance-and-qualification-of-digital-measures-from-proof-of-concept-to-endpoint) [Watch](https://legal@evidation.com/resources/evaluation-acceptance-and-qualification-of-digital-measures-from-proof-of-concept-to-endpoint) - **Dear watch, should I get a COVID-19 test? Designing deployable machine lear...** [Read](https://legal@evidation.com/resources/designing-deployable-machine-learning-for-wearables) [Watch](https://legal@evidation.com/resources/designing-deployable-machine-learning-for-wearables) - **Digital endpoints must meet patient needs** [Read](https://legal@evidation.com/resources/digital-endpoints-must-meet-patient-needs) [Watch](https://legal@evidation.com/resources/digital-endpoints-must-meet-patient-needs) - **It takes a village: Development of digital measures for computer scientists** [Read](https://legal@evidation.com/resources/development-of-digital-measures-for-computer-scientists) [Watch](https://legal@evidation.com/resources/development-of-digital-measures-for-computer-scientists) - **An alternative to the ‘light touch’ digital health remote study: The stress...** [Read](https://legal@evidation.com/resources/an-alternative-to-the-light-touch-digital-health-remote-study) [Watch](https://legal@evidation.com/resources/an-alternative-to-the-light-touch-digital-health-remote-study) - **Sensor data integration: A new cross-industry collaboration to articulate v...** [Read](https://legal@evidation.com/resources/sensor-data-integration-a-new-cross-industry-collaboration-to-articulate-value-define-needs-and-advance-a-framework-for-best-practices) [Watch](https://legal@evidation.com/resources/sensor-data-integration-a-new-cross-industry-collaboration-to-articulate-value-define-needs-and-advance-a-framework-for-best-practices) - **Flu@home: The comparative accuracy of an at-home influenza rapid diagnostic...** [Read](https://legal@evidation.com/resources/flu-home-the-comparative-accuracy-of-an-at-home-influenza-rapid-diagnostic-test) [Watch](https://legal@evidation.com/resources/flu-home-the-comparative-accuracy-of-an-at-home-influenza-rapid-diagnostic-test) - **Five-step action plan to implement your PGHD strategy: Leveraging person-ge...** [Read](https://legal@evidation.com/resources/five-step-action-plan-to-implement-your-pghd-strategy-leveraging-person-generated-health-data-pghd-to-deliver-actionable-insights) [Watch](https://legal@evidation.com/resources/five-step-action-plan-to-implement-your-pghd-strategy-leveraging-person-generated-health-data-pghd-to-deliver-actionable-insights) - **RWD-Cockpit: Application for quality assessment of real-world data** [Read](https://legal@evidation.com/resources/rwd-cockpit-application-for-quality-assessment-of-real-world-data) [Watch](https://legal@evidation.com/resources/rwd-cockpit-application-for-quality-assessment-of-real-world-data) - **Advancing digital health applications: Priorities for innovation in real-wo...** [Read](https://legal@evidation.com/resources/advancing-digital-health-applications-priorities-for-innovation-in-real-world-evidence-generation) [Watch](https://legal@evidation.com/resources/advancing-digital-health-applications-priorities-for-innovation-in-real-world-evidence-generation) - **Precision recruitment for high-risk participants in a COVID-19 cohort study** [Read](https://legal@evidation.com/resources/precision-recruitment-for-high-risk-participants-in-a-covid-19-research-study) [Watch](https://legal@evidation.com/resources/precision-recruitment-for-high-risk-participants-in-a-covid-19-research-study) - **A community takes action to help citizens improve their health by harnessin...** [Read](https://legal@evidation.com/resources/a-community-takes-action-to-help-citizens-improve-their-health-by-harnessing-digital-technology) [Watch](https://legal@evidation.com/resources/a-community-takes-action-to-help-citizens-improve-their-health-by-harnessing-digital-technology) - **Making equitable health a reality** [Read](https://legal@evidation.com/resources/making-equitable-health-a-reality) [Watch](https://legal@evidation.com/resources/making-equitable-health-a-reality) - **How do we make patient centricity a reality?** [Read](https://legal@evidation.com/resources/how-do-we-make-patient-centricity-a-reality) [Watch](https://legal@evidation.com/resources/how-do-we-make-patient-centricity-a-reality) - **Understanding the pandemic’s impact on the management of chronic conditions** [Read](https://legal@evidation.com/resources/understanding-the-pandemics-impact-on-the-management-of-chronic-conditions) [Watch](https://legal@evidation.com/resources/understanding-the-pandemics-impact-on-the-management-of-chronic-conditions) - **Rapid home tests are good, but digital health technology is even better at ...** [Read](https://legal@evidation.com/resources/opinion-rapid-home-tests-are-good-but-digital-health-technology-is-even-better-at-fighting-covid-19) [Watch](https://legal@evidation.com/resources/opinion-rapid-home-tests-are-good-but-digital-health-technology-is-even-better-at-fighting-covid-19) - **Digital Medicine Society, Evidation, and industry partners launch toolkit t...** [Read](https://legal@evidation.com/resources/the-3-ps-of-digital-endpoint-value-recommendations-and-resources) [Watch](https://legal@evidation.com/resources/the-3-ps-of-digital-endpoint-value-recommendations-and-resources) - **Evidation extends collaboration with Sanofi to develop and apply real-world...** [Read](https://legal@evidation.com/resources/evidation-extends-collaboration-with-sanofi-to-develop-and-apply-real-world-evidence) [Watch](https://legal@evidation.com/resources/evidation-extends-collaboration-with-sanofi-to-develop-and-apply-real-world-evidence) - **Digital health interventions increase flu vaccinations in people with diabe...** [Read](https://legal@evidation.com/resources/digital-health-interventions-increase-flu-vaccinations-in-people-with-diabetes) [Watch](https://legal@evidation.com/resources/digital-health-interventions-increase-flu-vaccinations-in-people-with-diabetes)