# Data Use Community ## Data Use Community - [HIV Treatment Continuity Technology Intervention Framework (TIF)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif.md): v0.4 - [Outside the Visit](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit.md): The following are examples of the types of interventions that may occur in preparation of a visit or outside of the patient's interaction with the health system. - [Pre Appointment Support Interventions](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/pre-appointment-support-interventions.md) - [QI-PM Pre Appointment Support](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/pre-appointment-support-interventions/qi-pm-pre-appointment-support.md): MSH, Multiple (May 2021) - [Pre-Appointment Reminders (Nigeria)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/pre-appointment-support-interventions/pre-appointment-reminders-nigeria.md): DataFI, Nigeria (February 2021) - [Pre-Appointment Support (South Sudan)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/pre-appointment-support-interventions/pre-appointment-support-south-sudan.md): IntelliSOFT, South Sudan (May 2021) - [Population-Based Scheduling Interventions](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/population-based-scheduling-interventions.md) - [CMIS Pre Appointment Support & Population Based Scheduling (Eswatini)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/population-based-scheduling-interventions/cmis-pre-appointment-support-and-population-based-scheduling-eswatini.md): Eswatini National EMR, Eswatini (February 2021) - [Congestion Redistribution](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/congestion-redistribution.md) - [Lighthouse Trust's Community-based ART Retention and Suppression (CARES) App in Malawi](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/congestion-redistribution/lighthouse-trusts-community-based-art-retention-and-suppression-cares-app-in-malawi.md): I-TECH and I-TECH/Malawi, Malawi (March 2023) - [Differentiated Service Delivery Models Support in UgandaEMR](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/congestion-redistribution/differentiated-service-delivery-models-support-in-ugandaemr.md): UgandaEMR (March 2023) - [Pooling Patient Data](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/pooling-patient-data.md) - [Unique Identity (Botswana)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/pooling-patient-data/unique-identity-botswana.md): CiHEB, Botswana (August 2021) - [Data Analysis and Visualizations (Tanzania)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/pooling-patient-data/data-analysis-and-visualizations-tanzania.md): CiHEB, Tanzania (August 2021) - [Anticipatory Guidance](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/outside-the-visit/anticipatory-guidance.md) - [During the Visit](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/during-the-visit.md): The following are examples of the types of interventions that may occur during a patient's visit or encounter with a facility, pharmacy or testing site. - [Proactive Adherence Counselling Interventions](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/during-the-visit/proactive-adherence-counselling-interventions.md) - [Missed Appointments Lists (Haiti)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/during-the-visit/proactive-adherence-counselling-interventions/missed-appointments-lists-haiti.md): I-TECH, Haiti (February 2021) - [AI Predictive Adherence Counseling (South Africa)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/during-the-visit/proactive-adherence-counselling-interventions/ai-predictive-adherence-counseling-south-africa.md): Palindrome and Right to Care, South Africa (September 2021) - [Machine Learning to Predict Interruption in Treatment (Mozambique)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/during-the-visit/proactive-adherence-counselling-interventions/machine-learning-to-predict-interruption-in-treatment-mozambique.md): Data.FI, Mozambique (September 2021) - [Predictive model for Interruption in Treatment in Patient Treatment Response Dashboard (Nigeria)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/during-the-visit/proactive-adherence-counselling-interventions/predictive-model-for-interruption-in-treatment-in-patient-treatment-response-dashboard-nigeria.md): Nigerian Medical Records System (NMRS) Collaborative Development Team, Nigeria (September 2023) - [Reactive Adherence Counseling Interventions](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/during-the-visit/reactive-adherence-counseling-interventions.md) - [Reactive Adherence Counseling (Haiti)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/during-the-visit/reactive-adherence-counseling-interventions/reactive-adherence-counseling-haiti.md): I-Tech, Haiti (April 2021) - [Adherence Dashboard (Kenya)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/during-the-visit/reactive-adherence-counseling-interventions/adherence-dashboard-kenya.md): LVCT Health, Kenya (April 2021) - [Visit Management Interventions](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/during-the-visit/visit-management-interventions.md) - [EMR Visit Management (Uganda)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/during-the-visit/visit-management-interventions/emr-visit-management-uganda.md): METS, Uganda (February 2021) - [Missed Appointment Interventions](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions.md): These interventions that support identification of a missed appointment and moving the patient back into treatment. - [Missed Appointment Reminder ](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/missed-appointment-reminder.md) - [Two-way Texting Patient reminders and tracking (Zimbabwe)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/missed-appointment-reminder/two-way-texting-patient-reminders-and-tracking-zimbabwe.md): iTech and Medic Mobile, Zimbabwe (January 2021) - [Patient Reminders and Tracking (Kenya)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/missed-appointment-reminder/patient-reminders-and-tracking-kenya.md): FACES, Kenya (January 2021) - [EMR-ART Missed Appointment Reminder (Ethiopia)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/missed-appointment-reminder/emr-art-missed-appointment-reminder-ethiopia.md): iCAP, Ethiopia (May 2021) - [Person-Centered Public Health for HIV Treatment (PCPH)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/missed-appointment-reminder/person-centered-public-health-for-hiv-treatment-pcph.md): CIDRZ, Zambia (June 2021) - [Missed Appointment Management (Western Kenya)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/missed-appointment-reminder/missed-appointment-management-western-kenya.md): AMPATH, Western Kenya (June 2021) - [Rwanda Biomedical Center EMR (RBC EMR)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/missed-appointment-reminder/rwanda-biomedical-center-emr-rbc-emr.md): Rwanda Biomedical Center, Rwanda (June 2021) - [Intensive Outreach Intervention](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/intensive-outreach-intervention.md) - [Missed Appointments and Intensive Outreach (Kenya)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/intensive-outreach-intervention/missed-appointments-and-intensive-outreach-kenya.md): Palladium, Kenya (February 2021) - [Patient Tracing (Ethiopia)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/intensive-outreach-intervention/patient-tracing-ethiopia.md): Dimagi and Project Hope, Ethiopia (January 2021) (still needs follow-up) - [Identification of Missed Appointments (Malawi)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/intensive-outreach-intervention/identification-of-missed-appointments-malawi.md): PIH (Partners in Health Malawi), Malawi (February 2021) - [Missed Appointments and Intensive Outreach (Nigeria)](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/intensive-outreach-intervention/missed-appointments-and-intensive-outreach-nigeria.md): Jhpiego, Nigeria (February 2021) - [Targeted Adherence Support Interventions](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/targeted-adherence-support-interventions.md) - [Enhancing HIV Treatment Continuity: Innovations and Data Use in Kenya's Health Information Systems](https://guides.ohie.org/duc/hiv-treatment-continuity-technology-intervention-framework-tif/missed-appointment-interventions/targeted-adherence-support-interventions/enhancing-hiv-treatment-continuity-innovations-and-data-use-in-kenyas-health-information-systems.md): Palladium Kenya (October 2023) - [Patient Identity Management Toolkit](https://guides.ohie.org/duc/patient-identity-management-toolkit.md) - [Modules](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules.md): "Easy to follow, step by step practical guides." - [Patient Identity Management Use Cases](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/patient-identity-management-use-cases.md): Patient Identity Matching Toolkit: Module DRAFT 3 12/31/2024 - [Importance Of Defining Use Cases](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/patient-identity-management-use-cases/importance-of-defining-use-cases.md) - [Types of PIM Use Cases](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/patient-identity-management-use-cases/types-of-pim-use-cases.md) - [Use Case Examples](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/patient-identity-management-use-cases/use-case-examples.md) - [Key Considerations in Matching](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/key-considerations-in-matching.md): In progress - [Background](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/key-considerations-in-matching/background.md): Implementing Person-Matching: Key Steps and Considerations - [Phase 1 - Planning and Analysis](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/key-considerations-in-matching/phase-1-planning-and-analysis.md): Phase 1 Characterize Data and Determine Matching Algorithm - [Phase 2 - Implementation](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/key-considerations-in-matching/phase-2-implementation.md): Phase 2: Implementing the algorithm and adjudicating potential duplicates - [Phase 3 - Review and Refine](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/key-considerations-in-matching/phase-3-review-and-refine.md): Phase 3: Reviewing algorithm performance and refining as needed - [Frequently Asked Questions (FAQ)](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/key-considerations-in-matching/frequently-asked-questions-faq.md) - [Matching with Biometrics](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics.md): In Progress - [Overview](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics/overview.md) - [Role in Identity Management](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics/role-in-identity-management.md) - [Choosing Biometric Characteristics and Modalities](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics/choosing-biometric-characteristics-and-modalities.md) - [Reviewing Studies and Comparisons](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics/choosing-biometric-characteristics-and-modalities/reviewing-studies-and-comparisons.md) - [Reviewing Standards and Guidelines](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics/choosing-biometric-characteristics-and-modalities/reviewing-standards-and-guidelines.md) - [Additional Topics to Consider](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics/choosing-biometric-characteristics-and-modalities/additional-topics-to-consider.md) - [Trends and Developments](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics/trends-and-developments.md) - [Current Trends](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics/trends-and-developments/current-trends.md) - [Future Developments](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics/trends-and-developments/future-developments.md) - [Closing](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics/closing.md) - [References](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics/references.md) - [Glossary](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/matching-with-biometrics/glossary.md) - [Patient Identity Management Evaluation Framework](https://guides.ohie.org/duc/patient-identity-management-toolkit/modules/patient-identity-management-evaluation-framework.md) - [Learn from Others](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others.md): "It would be helpful to have a catalog of tooling by country and work in progress." - [Reaching Health Standards and Creating Client Registry in Haiti (2021)](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/reaching-health-standards-and-creating-client-registry-in-haiti-2021.md): OpenHIE, 2021 - [Introduction to Biometrics for Patient Identity, Presented by Simprints (2022)](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/introduction-to-biometrics-for-patient-identity-presented-by-simprints-2022.md): Data Use Community, August 2022 - [Utilizing Biometrics for Unique Patient Identification (UPID) in Côte d’Ivoire (2022)](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/utilizing-biometrics-for-unique-patient-identification-upid-in-cote-divoire-2022.md): Data Use Community, August 2022 - [Establishing a Unique Patient Identification (UPI) Framework in Kenya (2023)](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/establishing-a-unique-patient-identification-upi-framework-in-kenya-2023.md): Data Use Community, February 2023 - [Malawi Master Patient Index (2023)](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/malawi-master-patient-index-2023.md): Data Use Community, March 2023 - [Piloting a Patient Identity Management System (PIMS) in Haiti (2023)](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/piloting-a-patient-identity-management-system-pims-in-haiti-2023.md): Data Use Community, March 2023 - [Leveraging Biometrics to Scale a Patient Identity Management System (PIMS) in Nigeria (2023)](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/leveraging-biometrics-to-scale-a-patient-identity-management-system-pims-in-nigeria-2023.md): Data Use Community, April 2023 - [Leveraging Adaptive Machine Learning Algorithms for Patient Identification in Zimbabwe (2023)](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/leveraging-adaptive-machine-learning-algorithms-for-patient-identification-in-zimbabwe-2023.md): Data Use Community, July 2023 - [OpenHIE23 Meeting in Malawi. Patient Identity Management Collaborative Hackathon. (2023)](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/openhie23-meeting-in-malawi.-patient-identity-management-collaborative-hackathon.-2023.md): OHIE, 2023 - [Strengthening Patient Identity Management (PIM) by Integrating a Client Registry in Rwanda (2023)](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/strengthening-patient-identity-management-pim-by-integrating-a-client-registry-in-rwanda-2023.md): Data Use Community, June 2023 - [Patient Identity Management Initiatives in Ethiopia (2023)](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/patient-identity-management-initiatives-in-ethiopia-2023.md): October 25, 2023 - [Patient Identity Management Initiatives in Botswana (2024)](https://guides.ohie.org/duc/patient-identity-management-toolkit/learn-from-others/patient-identity-management-initiatives-in-botswana-2024.md): March 24, 2024 - [References](https://guides.ohie.org/duc/patient-identity-management-toolkit/references.md) - [How to Provide Feedback and Input on the TIF and Toolkit](https://guides.ohie.org/duc/how-to-provide-feedback-and-input-on-the-tif-and-toolkit.md)