Statistical Methods for Surveillance and Population Health

Articles published in this theme: 196 (scroll down to load remaining articles)

2026

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Additive and Multiplicative Effects of Socially Stigmatized Identities Using Linear Regression to Model Effects on Self-Reported Overall Health as Reported in the All of Us Research Program: Quantitative Analysis

Katrine LeStage, Robert Vogel, Julia Moore Vogel

JMIR Form Res 2026 (Apr 02); 10:e76037

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Predictors of Psychiatric Emergency Department Visits Following Inpatient Discharge: Secondary Analysis of a Stepped-Wedge Cluster Randomized Trial

Wanying Mao, Reham Shalaby, Ernest Owusu, Hossam Eldin Elgendy, Belinda Agyapong, Pierre Chue, Peter H Silverstone, Andrew J Greenshaw, Xin-Min Li, Ejemai Eboreime, Wesley Vuong, Arto Ohinmaa, Frank P MacMaster, Vincent Israel Opoku Agyapong

JMIR Form Res 2026 (Mar 30); 10:e79184

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The Impact of US Food and Drug Administration’s Advisory and Enforcement Actions on US Sales of Esco Bars Products in 2023: Synthetic Control Approach

Hyungsik Shin, Jonathan Hannings, Zachary Cahn, Xin Xu, Robin Toblin, Matthew Farrelly, Brian A King

JMIR Public Health Surveill 2026 (Mar 12); 12:e81033

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Fairness Correction in COVID-19 Predictive Models Using Demographic Optimization: Algorithm Development and Validation Study

Naman Awasthi, Saad Abrar, Daniel Smolyak, Vanessa Frias-Martinez

Online J Public Health Inform 2026 (Feb 03); 18:e78235

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Bayesian Models to Generate Small Area Estimates of Population Health: Tutorial for Using Rate Stabilizing Tools and Their Output

David DeLara, Ryan Zomorrodi, Harrison Quick, Joshua Tootoo, Ruiyang Li, Justan Baker, Jihyeon Kwon, Michele Casper, Adam Vaughan

JMIR Public Health Surveill 2026 (Jan 30); 12:e83498

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Risk Factors Associated With Tuberculosis Diagnostic Delay in the Jiangsu Province, China (2011-2021): Spatiotemporal Database Analysis Study

Yifan Tang, Cheng Chen, Mingming Chen, Kai Wang, Sifan Wang, Yi Lin, Qiao Liu, Chengxiu Ling, Tenglong Li, Limei Zhu

JMIR Public Health Surveill 2026 (Jan 26); 12:e80052

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2025

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Community-Based BMI Screening for Overweight and Obesity in Adults Aged 35 Years and Older in Malaysia: Regression Discontinuity Analysis

Wenjin Chen, Zhoutao Zheng, Shiyu Zhang, Mohd Roshidi Ismail, Pascal Geldsetzer, Till Bärnighausen, Chen Wang, Simiao Chen, Tin Tin Su

JMIR Public Health Surveill 2025 (Dec 17); 11:e80381

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Patterns of Prior Induced Abortions and the Likelihood of Subsequent Natural Pregnancy Loss: Exploratory Application of Pregnancy Outcome Sequencing

Francois K Domagni, Daniel J Tsang, James Studnicki, John W Fisher, David C Reardon, Christopher Craver

JMIR Form Res 2025 (Dec 09); 9:e78489

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The Malaysian Burden of Disease Study: Protocol for Mortality, Morbidity, and Risk Factor Evaluation

Wan-Fei Khaw, Nazirah Alias, Sin Wan Tham, Kim Sui Wan, Nur Hamizah Nasaruddin, Nur Diyana Rosnan, Shubash Shander Ganapathy, Mohd Azahadi Omar

JMIR Res Protoc 2025 (Nov 14); 14:e71583

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Nonrandom Missingness in Child Race and Ethnicity Records and the US Federal Data Standards: Pooled Analysis of Community-Based Child Health Studies

Danielle M Krobath, Norbert L W Wilson, Adolfo G Cuevas, Elena N Naumova, Jennifer M Sacheck, Sydney A Tyler, Christina D Economos

JMIR Public Health Surveill 2025 (Nov 13); 11:e65660

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Correcting for the Inflated Adult Population Denominator in an English Nationwide Health Care Cohort: Database Analysis Study

Sudhir Venkatesan, Mark Joy, Gavin Jamie, Debasish Kar, Robert Williams, Xuejuan Fan, Wilhelmine Meeraus, Ruby S M Tsang, Kathryn S Taylor, Sylvia Taylor, F D Richard Hobbs, Sneha N Anand, Chris Robertson, Simon de Lusignan

JMIR Public Health Surveill 2025 (Oct 27); 11:e64788

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Estimating Antigen Test Sensitivity via Target Distribution Balancing: Development and Validation Study

Miguel Bosch, Adriana Moreno, Raul Colmenares, Jose Arocha, Sina Hoche, Auris Garcia, Daniela Hall, Dawlyn Garcia, Lindsey Rudtner, Nol Salcedo, Irene Bosch

JMIR Bioinform Biotech 2025 (Oct 20); 6:e68476

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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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Distribution and Risk Factors of Scrub Typhus in South Korea, From 2013 to 2019: Bayesian Spatiotemporal Analysis

Jeehyun Kim, Penelope Vounatsou, Byung Chul Chun

JMIR Public Health Surveill 2025 (Sep 10); 11:e68437

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Analyzing Reddit Social Media Content in the United States Related to H5N1: Sentiment and Topic Modeling Study

Oscar Pang, Zahra Movahedi Nia, Murray Gillies, Doris Leung, Nicola Bragazzi, Itlala Gizo, Jude Dzevela Kong

J Med Internet Res 2025 (Sep 09); 27:e70746

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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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Comparing Multiple Imputation Methods to Address Missing Patient Demographics in Immunization Information Systems: Retrospective Cohort Study

Sara Brown, Ousswa Kudia, Kaye Kleine, Bryndan Kidd, Robert Wines, Nathanael Meckes

JMIR Public Health Surveill 2025 (Aug 26); 11:e73916

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Validation and Refinement of Scores to Predict Stroke Risk: Prospective Cohort Study

Hua Meng, Zhuo Liu, Dongfeng Pan, Xinya Su, Wenwen Lu, Xingtian Wang, Yuhui Geng, Xiaojuan Ma, Peifeng Liang

JMIR Public Health Surveill 2025 (Aug 21); 11:e72497

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Estimating Chronic Hepatitis B Prevalence and Undiagnosed Proportion in Canada, 2007-2021: Mathematical Framework Development

Julien Smith-Roberge, Farinaz Forouzannia, Abdullah Hamadeh, Zeny Feng, Nashira Popovic, William W L Wong

JMIR Public Health Surveill 2025 (Aug 20); 11:e66309

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A Cloud-Based Platform for Harmonized COVID-19 Data: Design and Implementation of the Rapid Acceleration of Diagnostics (RADx) Data Hub

Marcos Martínez-Romero, Matthew Horridge, Nilesh Mistry, Aubrie Weyhmiller, Jimmy K Yu, Alissa Fujimoto, Aria Henry, Martin J O'Connor, Ashley Sier, Stephanie Suber, Mete U Akdogan, Yan Cao, Somu Valliappan, Joanna O Mieczkowska, Ashok Krishnamurthy, Michael A Keller, Mark A Musen, RADx Data Hub Team

JMIR Public Health Surveill 2025 (Aug 20); 11:e72677

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