# Resources ## Sleep Disorders - **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) - **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) - **Association of digital measures and self-reported fatigue** [Read](https://legal@evidation.com/resources/association-of-digital-measures-and-self-reported-fatigue) [Watch](https://legal@evidation.com/resources/association-of-digital-measures-and-self-reported-fatigue) - **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) - **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) - **The case for multimodal data capture: Deeper insights and increased predict...** [Read](https://legal@evidation.com/resources/the-case-for-multimodal-data-capture-deeper-insights-and-increased-prediction-accuracy) [Watch](https://legal@evidation.com/resources/the-case-for-multimodal-data-capture-deeper-insights-and-increased-prediction-accuracy) - **What possibly affects nighttime heart rate? Conclusions from n-of-1 observa...** [Read](https://legal@evidation.com/resources/what-possibly-affects-nighttime-heart-rate-conclusions-from-n-of-1-observational-data) [Watch](https://legal@evidation.com/resources/what-possibly-affects-nighttime-heart-rate-conclusions-from-n-of-1-observational-data) - **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) - **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) - **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) - **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 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) - **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) - **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) - **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) - **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) - **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) - **A real-world study assessing the relationship between positive airway press...** [Read](https://legal@evidation.com/resources/a-real-world-study-assessing-the-relationship-between-positive-airway-pressure-treatment-excessive-daytime-sleepiness-and-patient-satisfaction-in-osa) [Watch](https://legal@evidation.com/resources/a-real-world-study-assessing-the-relationship-between-positive-airway-pressure-treatment-excessive-daytime-sleepiness-and-patient-satisfaction-in-osa) - **Health-related burden of illness associated with excessive daytime sleepine...** [Read](https://legal@evidation.com/resources/health-related-burden-of-illness-associated-with-excessive-daytime-sleepiness-in-patients-with-osa-compliant-with-cpap-treatment) [Watch](https://legal@evidation.com/resources/health-related-burden-of-illness-associated-with-excessive-daytime-sleepiness-in-patients-with-osa-compliant-with-cpap-treatment) - **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) - **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) - **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) - **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)