Public Health Data Analytics

Articles published in this theme: 97 (scroll down to load remaining articles)

2026

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Scalable and Privacy-Conscious End-to-End Processing of Large-Scale Clinical Data for Precision Medicine: Empirical Evaluation Study

Jungwoo Lee, Sangwon Hwang, Kyu Hee Lee

JMIR Med Inform 2026 (Mar 04); 14:e83487

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Association Between Access to Health Information and Frailty in Older Japanese Adults: Web-Based Cross-Sectional Study

Noriko Hori, Jiaqi Li, Yosuke Osuka

Online J Public Health Inform 2026 (Feb 27); 18:e83642

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Knowledge, Attitudes, and Perceptions Regarding Mini Implants Among Orthodontic Practitioners in the Kurdistan Region: Cross-Sectional Study

Soran M Hameed, Aras M Rauf

Online J Public Health Inform 2026 (Feb 26); 18:e86896

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Research on the Prediction of Coal Workers’ Pneumoconiosis Based on Easily Detectable Clinical Data: Machine Learning Model Development and Validation Study

Haiquan Li, Jiaqi Jia, Xu Shi, Yudie Dong, Songquan Wang, Yuming Cui, Wenlu Hang, Dekun Zhang

JMIR Med Inform 2026 (Feb 13); 14:e80156

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A Comprehensive Approach to Days’ Supply Estimation in a Real-World Prescription Database: Algorithm Development and Validation Study

Maria Malk, Kerli Mooses, Marek Oja, Johannes Holm, Hanna Keidong, Nikita Umov, Sirli Tamm, Sulev Reisberg, Jaak Vilo, Raivo Kolde

Online J Public Health Inform 2026 (Feb 11); 18:e83465

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Associations Between Hospital Structural Characteristics and Adoption of Public Health Data Integration and Automation: National Cross-Sectional proofsStudy

Hanadi Hamadi, Alaysia Alford, Chloe Smith Lopez, Durron Baker, James Ian Samaniego, Jessica Yu Jin

Online J Public Health Inform 2026 (Feb 06); 18:e86263

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2025

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Association of Insulin Resistance, Sarcopenia, and Risk of Cardiovascular Disease: Findings From the China Health and Retirement Longitudinal Study

Huilin Liu, Sijing Li, Ximin Zhang, Wenjie Long, Huili Liao, Lu Lu, Shihao Ni, Zhongqi Yang

JMIR Aging 2025 (Dec 31); 8:e80115

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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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Development and Validation of an Electronic Health Record–Based Algorithm for Identifying Patients With Long-Term Opioid Therapy: Cross-Sectional Study

Shu Huang, Tianze Jiao, Serena Jingchuan Guo, Jill A Star, Jie Xu, Jiang Bian, Debbie L Wilson, Amie J Goodin

J Med Internet Res 2025 (Dec 10); 27:e76999

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Health Indicators as Measures of Individual Health Status, Their Perceived Importance, and Associated Factors: Cross-Sectional Observational Study

Temiloluwa Sokoya, Yuchun Zhou, Sebastian Diaz, Timothy D Law, Lina Himawan, Francisca Lekey, Lu Shi, Sarah F Griffin, Ronald W Gimbel, Xia Jing

JMIR Public Health Surveill 2025 (Sep 08); 11:e65616

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Using the ATra Black Box to Improve Public Health Data Linkages and Analytics in the DC Cohort Longitudinal HIV Study: Viewpoint on the Process and Findings

Anne Giuranna Rhodes, Maria Jaurretche, Lisa Mele, Daniel Jarris, Paige Kulie, Shannon Barth, Miranda Smith, J Smart, Amanda D Castel, DC Cohort Executive Committee

J Med Internet Res 2025 (Aug 14); 27:e77119

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Association of a Healthy Lifestyle With All-Cause and Cause-Specific Mortality Among Individuals With Probable Sarcopenia: Population-Based Cohort Study

Ning Wang, Yuqing Zhang, Junqing Xie, Na Lu, Aojie Zheng, Changjun Li, Jie Wei, Chao Zeng, Guanghua Lei, Yilun Wang

JMIR Aging 2025 (Jul 28); 8:e65374

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Implications of Data Extraction and Processing of Electronic Health Records for Epidemiological Research: Observational Study

Melissa H J van Essen, Robin Twickler, Yvette M Weesie, Ilgin G Arslan, Feikje Groenhof, Lilian L Peters, Isabelle Bos, Robert A Verheij

J Med Internet Res 2025 (Jun 11); 27:e64628

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Data Interoperability in Context: The Importance of Open-Source Implementations When Choosing Open Standards

Daniel Kapitan, Femke Heddema, André Dekker, Melle Sieswerda, Bart-Jan Verhoeff, Matt Berg

J Med Internet Res 2025 (Apr 15); 27:e66616

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Quantifying Patient Demand for Orthopedics Care by Region Through Google Trends Analysis: Descriptive Epidemiology Study

Abram Qiu, Kristopher Meadows, Fei Ye, Osasu Iyawe, Kenneth Kenneth-Nwosa

Online J Public Health Inform 2025 (Jan 31); 17:e63560

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2024

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Rank Ordered Design Attributes for Health Care Dashboards Including Artificial Intelligence: Usability Study

Melina Malkani, Eesha Madan, Dillon Malkani, Arav Madan, Neel Singh, Tara Bamji, Harman Sabharwal

Online J Public Health Inform 2024 (Nov 20); 16:e58277

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Distributed Statistical Analyses: A Scoping Review and Examples of Operational Frameworks Adapted to Health Analytics

Félix Camirand Lemyre, Simon Lévesque, Marie-Pier Domingue, Klaus Herrmann, Jean-François Ethier

JMIR Med Inform 2024 (Nov 14); 12:e53622

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Contact Tracing Different Age Groups During the COVID-19 Pandemic: Retrospective Study From South-West Germany

Christopher Michael Dyer, Alexandra-Teodora Negoescu, Matthias Borchert, Christoph Harter, Anne Kühn, Peter Dambach, Michael Marx

Online J Public Health Inform 2024 (Oct 29); 16:e54578

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Public Perceptions of Treating Opioid Use Disorder With Deep Brain Stimulation: Comment Analysis Study

Patricia Henegan, Jack Koczara, Robyn Bluhm, Laura Y Cabrera

Online J Public Health Inform 2024 (Aug 16); 16:e49924

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Developing the DIGIFOOD Dashboard to Monitor the Digitalization of Local Food Environments: Interdisciplinary Approach

Si Si Jia, Xinwei Luo, Alice Anne Gibson, Stephanie Ruth Partridge

JMIR Public Health Surveill 2024 (Aug 13); 10:e59924

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