# Gastrointestinal ## Articles ### Participant-first recruitment: Building relationships, trust, and seamless experiences [Read](https://press@evidation.com/resources/participant-first-recruitment-building-relationships-trust-and-seamless-experiences) [Watch](https://press@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 remote trials been so challenging? [Read](https://press@evidation.com/resources/from-in-person-trials-to-dcts-and-back-again-why-has-implementation-of-remote-trials-been-so-challenging) [Watch](https://press@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://press@evidation.com/resources/quickly-connect-the-right-participants-to-your-trial) [Watch](https://press@evidation.com/resources/quickly-connect-the-right-participants-to-your-trial) ### The voice of the patient: What participants really want (and don't want) from research programs [Read](https://press@evidation.com/resources/the-voice-of-the-patient-what-participants-really-want-and-dont-want-from-research-programs) [Watch](https://press@evidation.com/resources/the-voice-of-the-patient-what-participants-really-want-and-dont-want-from-research-programs) ### Using longitudinal RWD to boost activation along the patient journey [Read](https://press@evidation.com/resources/using-longitudinal-rwd-to-boost-activation-along-the-patient-journey) [Watch](https://press@evidation.com/resources/using-longitudinal-rwd-to-boost-activation-along-the-patient-journey) ### American Life in Realtime: A benchmark registry of health data for equitable precision health [Read](https://press@evidation.com/resources/american-life-in-realtime-a-benchmark-registry-of-health-data-for-equitable-precision-health) [Watch](https://press@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 increase equity in digital health research [Read](https://press@evidation.com/resources/evidation-and-duke-big-ideas-lab-partner-to-boost-participation-and-increase-equity-in-digital-health-research) [Watch](https://press@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 and digital health products [Read](https://press@evidation.com/resources/creating-competitive-advantage-privacy-and-security-by-design-in-mhealth-and-digital-health-products) [Watch](https://press@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 prediction accuracy [Read](https://press@evidation.com/resources/the-case-for-multimodal-data-capture-deeper-insights-and-increased-prediction-accuracy) [Watch](https://press@evidation.com/resources/the-case-for-multimodal-data-capture-deeper-insights-and-increased-prediction-accuracy) ### Model-Twin Randomization (MoTR): A Monte Carlo method for estimating the within-individual average treatment effect using wearable sensors [Read](https://press@evidation.com/resources/model-twin-randomization-motr-a-monte-carlo-method-for-estimating-the-within-individual-average-treatment-effect-using-wearable-sensors) [Watch](https://press@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 equity [Read](https://press@evidation.com/resources/using-digital-health-technologies-to-transform-community-health-and-health-equity) [Watch](https://press@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://press@evidation.com/resources/measuring-health-related-quality-of-life-with-multimodal-data-viewpoint) [Watch](https://press@evidation.com/resources/measuring-health-related-quality-of-life-with-multimodal-data-viewpoint) ### One third of Medicare and Medicaid beneficiaries face transportation insecurity [Read](https://press@evidation.com/resources/one-third-of-medicare-and-medicaid-beneficiaries-face-transportation-insecurity) [Watch](https://press@evidation.com/resources/one-third-of-medicare-and-medicaid-beneficiaries-face-transportation-insecurity) ### Evidation partners with other industry leaders to launch resources to drive inclusion in digital health measurement [Read](https://press@evidation.com/resources/evidation-partners-with-other-industry-leaders-to-launch-resources-to-drive-inclusion-in-digital-health-measurement) [Watch](https://press@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://press@evidation.com/resources/next-generation-patient-engagement-enriched-insights) [Watch](https://press@evidation.com/resources/next-generation-patient-engagement-enriched-insights) ### 5 key factors to successfully leveraging person-generated health data [Read](https://press@evidation.com/resources/5-key-factors-to-successfully-leveraging-person-generated-health-data) [Watch](https://press@evidation.com/resources/5-key-factors-to-successfully-leveraging-person-generated-health-data) ### Translating PGHD into measures that matter [Read](https://press@evidation.com/resources/translating-pghd-into-measures-that-matter) [Watch](https://press@evidation.com/resources/translating-pghd-into-measures-that-matter) ### Evidation + HealthVerity: The holistic patient journey: Fusing real-world data with person-generated health data [Read](https://press@evidation.com/resources/webinar-evidation-healthverity-the-holistic-patient-journey-fusing-real-world-data-with-person-generated-health-data) [Watch](https://press@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://press@evidation.com/resources/evidation-webinar-evolution-or-revolution-translating-pghd-into-measures-that-matter) [Watch](https://press@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://press@evidation.com/resources/ai-leveraging-wearables-and-other-patient-generated-data-in-research) [Watch](https://press@evidation.com/resources/ai-leveraging-wearables-and-other-patient-generated-data-in-research) ### Effect of different financial incentive structures on promoting physical activity among adults [Read](https://press@evidation.com/resources/effect-of-different-financial-incentive-structures-on-promoting-physical-activity-among-adults) [Watch](https://press@evidation.com/resources/effect-of-different-financial-incentive-structures-on-promoting-physical-activity-among-adults) ### Machine intelligence in healthcare — Perspectives on trustworthiness, explainability, usability and transparency [Read](https://press@evidation.com/resources/machine-intelligence-in-healthcare-perspectives-on-trustworthiness-explainability-usability-and-transparency) [Watch](https://press@evidation.com/resources/machine-intelligence-in-healthcare-perspectives-on-trustworthiness-explainability-usability-and-transparency) ### Remote digital monitoring for medical product development [Read](https://press@evidation.com/resources/remote-digital-monitoring-for-medical-product-development) [Watch](https://press@evidation.com/resources/remote-digital-monitoring-for-medical-product-development) ### Comparison of study samples recruited with virtual versus traditional recruitment methods [Read](https://press@evidation.com/resources/comparison-of-study-samples-recruited-with-virtual-versus-traditional-recruitment-methods) [Watch](https://press@evidation.com/resources/comparison-of-study-samples-recruited-with-virtual-versus-traditional-recruitment-methods) ### Development and application of a patient group engagement prioritization tool for use in medical product development [Read](https://press@evidation.com/resources/development-and-application-of-a-patient-group-engagement-prioritization-tool-for-use-in-medical-product-development) [Watch](https://press@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 selection process [Read](https://press@evidation.com/resources/digital-measures-that-matter-to-patients) [Watch](https://press@evidation.com/resources/digital-measures-that-matter-to-patients) ### A novel digital approach to describe real world outcomes among patients with constipation [Read](https://press@evidation.com/resources/a-novel-digital-approach-to-describe-real-world-outcomes-among-patients-with-constipation) [Watch](https://press@evidation.com/resources/a-novel-digital-approach-to-describe-real-world-outcomes-among-patients-with-constipation) ### Reproducibility in machine learning for health research: Still a ways to go [Read](https://press@evidation.com/resources/reproducibility-in-machine-learning-for-health-research-still-a-ways-to-go) [Watch](https://press@evidation.com/resources/reproducibility-in-machine-learning-for-health-research-still-a-ways-to-go) ### Evaluation, acceptance, and qualification of digital measures: From proof of concept to endpoint [Read](https://press@evidation.com/resources/evaluation-acceptance-and-qualification-of-digital-measures-from-proof-of-concept-to-endpoint) [Watch](https://press@evidation.com/resources/evaluation-acceptance-and-qualification-of-digital-measures-from-proof-of-concept-to-endpoint) ### Digital endpoints must meet patient needs [Read](https://press@evidation.com/resources/digital-endpoints-must-meet-patient-needs) [Watch](https://press@evidation.com/resources/digital-endpoints-must-meet-patient-needs) ### It takes a village: Development of digital measures for computer scientists [Read](https://press@evidation.com/resources/development-of-digital-measures-for-computer-scientists) [Watch](https://press@evidation.com/resources/development-of-digital-measures-for-computer-scientists) ### Sensor data integration: A new cross-industry collaboration to articulate value, define needs and advance a framework for best practices [Read](https://press@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://press@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-generated health data (PGHD) to deliver actionable insights [Read](https://press@evidation.com/resources/five-step-action-plan-to-implement-your-pghd-strategy-leveraging-person-generated-health-data-pghd-to-deliver-actionable-insights) [Watch](https://press@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://press@evidation.com/resources/rwd-cockpit-application-for-quality-assessment-of-real-world-data) [Watch](https://press@evidation.com/resources/rwd-cockpit-application-for-quality-assessment-of-real-world-data) ### Advancing digital health applications: Priorities for innovation in real-world evidence generation [Read](https://press@evidation.com/resources/advancing-digital-health-applications-priorities-for-innovation-in-real-world-evidence-generation) [Watch](https://press@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 harnessing digital technology [Read](https://press@evidation.com/resources/a-community-takes-action-to-help-citizens-improve-their-health-by-harnessing-digital-technology) [Watch](https://press@evidation.com/resources/a-community-takes-action-to-help-citizens-improve-their-health-by-harnessing-digital-technology) ### How do we make patient centricity a reality? [Read](https://press@evidation.com/resources/how-do-we-make-patient-centricity-a-reality) [Watch](https://press@evidation.com/resources/how-do-we-make-patient-centricity-a-reality) ### Digital Medicine Society, Evidation, and industry partners launch toolkit to support the 3 Ps of digital endpoint value recommendations and resources [Read](https://press@evidation.com/resources/the-3-ps-of-digital-endpoint-value-recommendations-and-resources) [Watch](https://press@evidation.com/resources/the-3-ps-of-digital-endpoint-value-recommendations-and-resources) ### Evidation extends collaboration with Sanofi to develop and apply real-world evidence [Read](https://press@evidation.com/resources/evidation-extends-collaboration-with-sanofi-to-develop-and-apply-real-world-evidence) [Watch](https://press@evidation.com/resources/evidation-extends-collaboration-with-sanofi-to-develop-and-apply-real-world-evidence)