Big Data for Health Promotion and Health Equity

Articles published in this theme: 56 (scroll down to load remaining articles)

2026

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Factors Associated With Loss to Follow-Up Among People Living With HIV in a National Tertiary Care Hospital: Protocol and Baseline Analysis of a Prospective Cohort Study

Luis Eduardo Del Moral Trinidad, Jaime Federico Andrade Villanueva, Luis Alberto Ruíz Mora, Carlos Valentino García y Nuño, Maria Fernanda Perez Quintero, Brian Eduardo Apodaca Escalante, Jocelyn Graciela Torres Arias, Juan Pablo Martínez Herrera, Melva Guadalupe Herrera Godina, Luz Alicia González Hernández

JMIR Res Protoc 2026 (Mar 18); 15:e76470

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Developing and Validating Measures of Structural Ableism to Improve Health Outcomes for the Disability Community: Protocol for a Mixed Methods Study

Rupa S Valdez, Bonnielin K Swenor, Franz Castro, Caroline Cerilli, Bailey A Middleton, Kara S Fitzgibbon, Ashley Shew, Varshini Varadaraj, Hari Srinivasan, Diana Cejas

JMIR Res Protoc 2026 (Mar 13); 15:e86976

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The Effect of Veteran Race and Socioeconomic Status on Enrollment in Remote Patient Monitoring for Hypertension: Retrospective Observational Cross-Sectional Study

Hannah Robin Friedman, Hillary J Mull, Jenice Ria Guzman-Clark, Daniel J Sturgeon, Marva V Foster

J Med Internet Res 2026 (Mar 09); 28:e78423

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Transportation as a Barrier to Health Care Access Among Patients With Knee Arthritis: Cross-Sectional Study

Erin Youn, James Chen

JMIR Form Res 2026 (Mar 06); 10:e91207

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The National Dental Practice-Based Research Network Dental Implant Restoration Registry to Evaluate Dental Implant Outcomes in Community Practice Settings: Protocol for a Prospective Observational Study

Joana Cunha-Cruz, Danyelle Barton, David Cochran, Phillip Crawford, Farahnaz Fahimipour, Ellen Funkhouser, Nicolaas C Geurs, Gregg H Gilbert, James D Johnson, Ning Smith, Kaur Maninder, Sarah Jane Startley, Kimberly Stewart, Lisa Waiwaiole, National Dental PBRN Collaborative Group

JMIR Res Protoc 2026 (Feb 27); 15:e82795

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Visualizing the Maternal Health Journey for Learning Health Systems: Mixed Methods Combined Experience Approach

Amanda L Joseph, Bilikis Oladimeji, Helen Monkman, Simon R Minshall, Melissa C Tan, Yuri Quintana

J Particip Med 2026 (Feb 19); 18:e82944

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The Norwegian Adult Mental Health Registry for Quality Control in Specialized Mental Health Services: Protocol for a Nationwide Naturalistic Study

Tore Tjora, Kent Jensen, Ingrid Dieset, Katrine Kveli Fjukstad, Per Arne Holman, Martin Tesli, Inge Joa

JMIR Res Protoc 2026 (Jan 23); 15:e82696

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Demonstrating a Social Intelligence Analysis Framework for Loneliness: Infodemiology Approach

Hurmat Ali Shah, Mowafa Househ, Loulwah Alsumait, Altaf Alfarhan

Online J Public Health Inform 2026 (Jan 15); 18:e59861

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2025

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Knowledge and Recommendations of Stakeholders Regarding Ethical Oversight of Data Science Health Research: Protocol for a Qualitative Study

Clement Adebamowo, Adeola Akintola, Oluchi C Maduka, Peter Ikhane, Ayodele Jegede, Shawneequa Callier, Simisola Akintola, Temidayo Ogundiran, Olusegun Adeyemo, Sally N Adebamowo, BridgELSI Project as part of the DS-I Africa Consortium

JMIR Res Protoc 2025 (Dec 18); 14:e78557

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Automated Multitier Tagging of Chinese Online Health Education Resources Using a Large Language Model: Development and Validation Study

Jialin Meng, Ruiming Dai, Xiaolan Huang, Yi Gu, Shixing Yan, Xiaoke Wang, Jingrong Gao, Tian-Tian Zhang

J Med Internet Res 2025 (Dec 17); 27:e83219

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Multilevel Estimation of the Relative Impacts of Social Determinants on Income-Related Health Inequalities in Urban Canada: Protocol for the Canadian Social Determinants Urban Laboratory

Charles Plante, Suvadra Datta Gupta, Thilina Bandara, Daniel Beland, Christine Blaser, Cheryl A Camillo, Daniel Dutton, Daniel Fuller, Jasmine Hasselback, Lisa Marie Lix, Anousheh Marouzi, Nazeem Muhajarine, Geranda Notten, Bill Reimer, Michael Wolfson, Marisa Young, Daniel Yupanqui Concha, Cory Neudorf

JMIR Res Protoc 2025 (Nov 28); 14:e71929

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Trust Dynamics and Equity in Public Health in Canada: Protocol for a Mixed Methods Project in the Postpandemic Era

Nazeem Muhajarine, Cory Neudorf, Khatira Mehdiyeva, Fionnuala Braun, Syed Jafar Raza Rizvi, Zili Zhou, Thilina Bandara, Katrina Baudelaire, Sohana Sadique, Daniel A Adeyinka, Sahana Ramamoorthy, Ninan Abraham, Kimberly Huyser, Claire Betker, Mary Jessome, Tamara Chavez, Kim L Lavoie, Ève Dubé

JMIR Res Protoc 2025 (Nov 28); 14:e75199

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Telehealth Usage Disparities in Israel in Light of the COVID-19 Pandemic: Retrospective Cohort Study of Intersectional Sociodemographic Patterns and Health Equity Implications

Motti Haimi, Efrat Shadmi, Tzipi Hornik-Lurie, Daniel Sperling

J Med Internet Res 2025 (Nov 27); 27:e77600

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eHealth and the Digital Divide Among Older Canadians: Insights from a National Cross-Sectional Study

Mirou Jaana, Haitham Tamim, Guy Paré

J Med Internet Res 2025 (Nov 25); 27:e72274

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Machine Learning Applications in Population and Public Health: Guidelines for Development, Testing, and Implementation

Andrew D Pinto, Sharon Birdi, Steve Durant, Roxana Rabet, Rahul Parekh, Shehzad Ali, David Buckeridge, Marzyeh Ghassemi, Jennifer Gibson, Ava John-Baptiste, Jillian Macklin, Melissa D McCradden, Kwame McKenzie, Parisa Naraei, Akwasi Owusu-Bempah, Laura C Rosella, James Shaw, Ross Upshur, Sharmistha Mishra

JMIR Public Health Surveill 2025 (Oct 24); 11:e68952

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Advancing Health Equity Through Primary Care: Protocol for the Spread, Scale, and Multimethod Developmental Evaluation of the Deep End Canada Network

Joseph J O'Rourke, Mélanie Ann Smithman, Isabelle Fortuna, Ellah San Antonio, Archna Gupta, Leanne Kosowan, Andrew D Pinto

JMIR Res Protoc 2025 (Oct 10); 14:e75732

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Estimating Variance of Log Standardized Incidence Ratios Assessing Health Care Providers’ Performance: Comparative Analysis Using Bayesian, Bootstrap, and Delta Method Approaches

Solomon Woldeyohannes, Yomei Jones, Paul Lawton

JMIRx Med 2025 (Oct 09); 6:e77415

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The Role of Data in Public Health and Health Innovation: Perspectives on Social Determinants of Health, Community-Based Data Approaches, and AI

Kaakpema Yelpaala, Michael Christopher Gibbons, Ines Maria Vigil, Jennifer Leaño, Terika McCall, Ijeoma Opara, Anne Zink, Marcella Nunez-Smith, Bhramar Mukherjee, Megan Ranney

J Med Internet Res 2025 (Oct 07); 27:e78794

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Evaluating Diversity in Open Photoplethysmography Datasets: Protocol for a Systematic Review

Vedha Penmetcha, Lekaashree Rambabu, Brandon G Smith, Orla Mantle, Thomas Edmiston, Laura Hobbs, Shobhana Nagraj, Peter H Charlton, Tom Bashford

JMIR Res Protoc 2025 (Oct 01); 14:e73040

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Older Perpetrators of Domestic Violence: Mixed-Effects Logistic Regression Analysis of Police Records

Sharon Reutens, Emaediong Akpanekpo, George Karystianis, Adrienne Withall, Tony Butler

JMIR Aging 2025 (Sep 29); 8:e75993

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