# Mental Health ## Articles 1. **[Participant-first recruitment: Building relationships, trust, and seamless experiences](/content/resources/participant-first-recruitment-building-relationships-trust-and-seamless-experiences/index.html)** September 17, 2024 Read Watch 2. **[From in-person trials to DCTs and back again: Why has implementation of remote trials been so challenging](/content/resources/from-in-person-trials-to-dcts-and-back-again-why-has-implementation-of-remote-trials-been-so-challenging/index.html)** September 17, 2024 Read Watch 3. **[Quickly connect the right participants to your trial](/content/resources/quickly-connect-the-right-participants-to-your-trial/index.html)** September 17, 2024 Read Watch 4. **[The voice of the patient: What participants really want (and don't want) from research programs](/content/resources/the-voice-of-the-patient-what-participants-really-want-and-dont-want-from-research-programs/index.html)** September 17, 2024 Read Watch 5. **[Using longitudinal RWD to boost activation along the patient journey](/content/resources/using-longitudinal-rwd-to-boost-activation-along-the-patient-journey/index.html)** September 17, 2024 Read Watch 6. **[American Life in Realtime: A benchmark registry of health data for equitable precision health](/content/resources/american-life-in-realtime-a-benchmark-registry-of-health-data-for-equitable-precision-health/index.html)** September 17, 2024 Read Watch 7. **[Evidation and Duke Big Ideas Lab partner to boost participation and increase equity in digital health research](/content/resources/evidation-and-duke-big-ideas-lab-partner-to-boost-participation-and-increase-equity-in-digital-health-research/index.html)** September 17, 2024 Read Watch 8. **[Creating competitive advantage: Privacy and security by design in mHealth and digital health products](/content/resources/creating-competitive-advantage-privacy-and-security-by-design-in-mhealth-and-digital-health-products/index.html)** September 17, 2024 Read Watch 9. **[TILES-2018, a longitudinal physiologic and behavioral data set of hospital workers](/content/resources/tiles-2018-a-longitudinal-physiologic-and-behavioral-data-set-of-hospital-workers/index.html)** September 17, 2024 Read Watch 10. **[The case for multimodal data capture: Deeper insights and increased prediction accuracy](/content/resources/the-case-for-multimodal-data-capture-deeper-insights-and-increased-prediction-accuracy/index.html)** September 17, 2024 Read Watch ## Publications & Abstracts 1. **[Model-Twin Randomization (MoTR): A Monte Carlo method for estimating the within-individual average treatment effect using wearable sensors](/content/resources/model-twin-randomization-motr-a-monte-carlo-method-for-estimating-the-within-individual-average-treatment-effect-using-wearable-sensors/index.html)** September 17, 2024 Read Watch 2. **[Using digital health technologies to transform community health and health equity](/content/resources/using-digital-health-technologies-to-transform-community-health-and-health-equity/index.html)** September 17, 2024 Read Watch 3. **[Measuring health-related quality of life with multimodal data: Viewpoint](/content/resources/measuring-health-related-quality-of-life-with-multimodal-data-viewpoint/index.html)** September 17, 2024 Read Watch 4. **[One third of Medicare and Medicaid beneficiaries face transportation insecurity](/content/resources/one-third-of-medicare-and-medicaid-beneficiaries-face-transportation-insecurity/index.html)** September 26, 2024 Read Watch 5. **[Evidation, USC and Rand awarded NIH R01 Research Project grant to develop a pandemic preparedness toolkit](/content/resources/evidation-usc-and-rand-awarded-nih-r01-research-project-grant/index.html)** September 17, 2024 Read Watch 6. **[NYC Health and Evidation collaborate with the Icahn School of Medicine at Mount Sinai](/content/resources/nyc-health-and-evidation-collaborate-with-the-icahn-school-of-medicine-at-mount-sinai/index.html)** September 26, 2024 Read Watch 7. **[Evidation partners with other industry leaders to launch resources to drive inclusion in digital health measurement](/content/resources/evidation-partners-with-other-industry-leaders-to-launch-resources-to-drive-inclusion-in-digital-health-measurement/index.html)** September 26, 2024 Read Watch 8. **[Next generation patient engagement & enriched insights](/content/resources/next-generation-patient-engagement-enriched-insights/index.html)** September 26, 2024 Read Watch 9. **[5 key factors to successfully leveraging person-generated health data](/content/resources/5-key-factors-to-successfully-leveraging-person-generated-health-data/index.html)** September 17, 2024 Read Watch 10. **[Translating PGHD into measures that matter](/content/resources/translating-pghd-into-measures-that-matter/index.html)** September 26, 2024 Read Watch ## Webinars & Videos 1. **[Evidation + HealthVerity: The holistic patient journey: Fusing real-world data with person-generated health data](/content/resources/webinar-evidation-healthverity-the-holistic-patient-journey-fusing-real-world-data-with-person-generated-health-data/index.html)** September 17, 2024 Read Watch 2. **[Evolution or revolution: Translating PGHD into measures that matter](/content/resources/evidation-webinar-evolution-or-revolution-translating-pghd-into-measures-that-matter/index.html)** September 17, 2024 Read Watch 3. **[AI: Leveraging wearables and other patient-generated data in research](/content/resources/ai-leveraging-wearables-and-other-patient-generated-data-in-research/index.html)** September 17, 2024 Read Watch 4. **[Effect of different financial incentive structures on promoting physical activity among adults](/content/resources/effect-of-different-financial-incentive-structures-on-promoting-physical-activity-among-adults/index.html)** September 17, 2024 Read Watch 5. **[Machine intelligence in healthcare — Perspectives on trustworthiness, explainability, usability and transparency](/content/resources/machine-intelligence-in-healthcare-perspectives-on-trustworthiness-explainability-usability-and-transparency/index.html)** September 17, 2024 Read Watch 6. **[Design, recruitment, and baseline characteristics of a virtual 1-year mental health study on behavioral data and health outcomes](/content/resources/design-recruitment-and-baseline-characteristics-of-a-virtual-1-year-mental-health-study-on-behavioral-data-and-health-outcomes/index.html)** September 17, 2024 Read Watch 7. **[Remote digital monitoring for medical product development](/content/resources/remote-digital-monitoring-for-medical-product-development/index.html)** September 17, 2024 Read Watch 8. **[Comparison of study samples recruited with virtual versus traditional recruitment methods](/content/resources/comparison-of-study-samples-recruited-with-virtual-versus-traditional-recruitment-methods/index.html)** September 17, 2024 Read Watch 9. **[Development and application of a patient group engagement prioritization tool for use in medical product development](/content/resources/development-and-application-of-a-patient-group-engagement-prioritization-tool-for-use-in-medical-product-development/index.html)** September 26, 2024 Read Watch 10. **[Digital measures that matter to patients: A framework to guide the selection and development of digital health measures](/content/resources/digital-measures-that-matter-to-patients/index.html)** September 26, 2024 Read Watch 11. **[Reproducibility in machine learning for health research: Still a ways to go](/content/resources/reproducibility-in-machine-learning-for-health-research-still-a-ways-to-go/index.html)** September 17, 2024 Read Watch 12. **[Evaluation, acceptance, and qualification of digital measures: From proof of concept to endpoint](/content/resources/evaluation-acceptance-and-qualification-of-digital-measures-from-proof-of-concept-to-endpoint/index.html)** September 17, 2024 Read Watch 13. **[Digital endpoints must meet patient needs](/content/resources/digital-endpoints-must-meet-patient-needs/index.html)** September 17, 2024 Read Watch 14. **[It takes a village: Development of digital measures for computer scientists](/content/resources/development-of-digital-measures-for-computer-scientists/index.html)** September 17, 2024 Read Watch 15. **[Sensor data integration: A new cross-industry collaboration to articulate value, define needs, and advance a framework for best practices](/content/resources/sensor-data-integration-a-new-cross-industry-collaboration-to-articulate-value-define-needs-and-advance-a-framework-for-best-practices/index.html)** September 17, 2024 Read Watch 16. **[Five-step action plan to implement your PGHD strategy: Leveraging person-generated health data to deliver actionable insights](/content/resources/five-step-action-plan-to-implement-your-pghd-strategy-leveraging-person-generated-health-data-pghd-to-deliver-actionable-insights/index.html)** September 26, 2024 Read Watch 17. **[RWD-Cockpit: Application for quality assessment of real-world data](/content/resources/rwd-cockpit-application-for-quality-assessment-of-real-world-data/index.html)** September 17, 2024 Read Watch 18. **[Advancing digital health applications: Priorities for innovation in real-world evidence generation](/content/resources/advancing-digital-health-applications-priorities-for-innovation-in-real-world-evidence-generation/index.html)** September 26, 2024 Read Watch 19. **[A community takes action to help citizens improve their health by harnessing digital technology](/content/resources/a-community-takes-action-to-help-citizens-improve-their-health-by-harnessing-digital-technology/index.html)** September 26, 2024 Read Watch 20. **[Making equitable health a reality](/content/resources/making-equitable-health-a-reality/index.html)** September 17, 2024 Read Watch 21. **[How do we make patient centricity a reality?](/content/resources/how-do-we-make-patient-centricity-a-reality/index.html)** September 26, 2024 Read Watch 22. **[Predicting changes in depression severity using the PSYCHE-D (Prediction of Severity Change Depression Model involving person-generated health data): Longitudinal case-control observational study](/content/resources/predicting-changes-in-depression-severity-using-the-psyche-d-prediction-of-severity-change-depression-model-involving-person-generated-health-data-longitudinal-case-control-observational-study/index.html)** September 26, 2024 Read Watch 23. **[Digital Medicine Society, Evidation, and industry partners launch toolkit to enhance digital endpoints](/content/resources/the-3-ps-of-digital-endpoint-value-recommendations-and-resources/index.html)** September 17, 2024 Read Watch 24. **[Evidation extends collaboration with Sanofi to develop and apply real-world evidence](/content/resources/evidation-extends-collaboration-with-sanofi-to-develop-and-apply-real-world-evidence/index.html)** September 26, 2024 Read Watch ## Therapeutic Areas - [Alzheimer’s Disease](/content/therapeutic-area/alzheimers-disease/index.html) - [Anxiety](/content/therapeutic-area/anxiety/index.html) - [Arrhythmia](/content/therapeutic-area/arrhythmia/index.html) - [Asthma](/content/therapeutic-area/asthma/index.html) - [Autoimmune](/content/therapeutic-area/autoimmune/index.html) - [Breast Cancer](/content/therapeutic-area/breast-cancer/index.html) - [Cardiovascular](/content/therapeutic-area/cardiovascular/index.html) - [Chronic Pain](/content/therapeutic-area/chronic-pain/index.html) - [Constipation](/content/therapeutic-area/constipation/index.html) - [COPD](/content/therapeutic-area/copd/index.html) - [COVID-19](/content/therapeutic-area/covid-19/index.html) - [Depression](/content/therapeutic-area/depression/index.html) - [Dermatology](/content/therapeutic-area/dermatology/index.html) - [Diabetes](/content/therapeutic-area/diabetes/index.html) - [Dyslipidemia](/content/therapeutic-area/dyslipidemia/index.html) - [Gastrointestinal](/content/therapeutic-area/gastrointestinal/index.html) - [Heart Failure](/content/therapeutic-area/heart-failure/index.html) - [Heart Health](/content/therapeutic-area/heart-health/index.html) - [High Cholesterol](/content/therapeutic-area/high-cholesterol/index.html) - [Hypertension](/content/therapeutic-area/hypertension/index.html) - [Inflammation](/content/therapeutic-area/inflammation/index.html) - [Influenza](/content/therapeutic-area/influenza/index.html) - [Mental Health](/content/therapeutic-area/mental-health/index.html) - [Metabolic & Endocrine](/content/therapeutic-area/metabolic-endocrine/index.html) - [Migraines](/content/therapeutic-area/migraines/index.html) - [Mild Cognitive Impairment](/content/therapeutic-area/mild-cognitive-impairment/index.html) - [Multiple Sclerosis](/content/therapeutic-area/multiple-sclerosis/index.html) - [Neurology](/content/therapeutic-area/neurology/index.html) - [Obesity](/content/therapeutic-area/obesity/index.html) - [Oncology](/content/therapeutic-area/oncology/index.html) - [Osteoporosis](/content/therapeutic-area/osteoporosis/index.html) - [Parkinson's](/content/therapeutic-area/parkinsons/index.html) - [Pediatric cancer](/content/therapeutic-area/pediatric-cancer/index.html) - [Pediatric mental health](/content/therapeutic-area/pediatric-mental-health/index.html) - [Pregnancy](/content/therapeutic-area/pregnancy/index.html) - [Respiratory](/content/therapeutic-area/respiratory/index.html) - [Rheumatoid Arthritis](/content/therapeutic-area/rheumatoid-arthritis/index.html) - [Sleep Disorders](/content/therapeutic-area/sleep-disorders/index.html) - [Substance Use Disorder](/content/therapeutic-area/substance-use-disorder/index.html) - [Surgery](/content/therapeutic-area/surgery/index.html) - [Vaccines & Infectious Disease](/content/therapeutic-area/vaccines-infectious-disease/index.html) - [Women's Health](/content/therapeutic-area/womens-health/index.html)