Statistical Methods for Surveillance and Population Health

Patterns of SARS-CoV-2 Testing Preferences in a National Cohort in the United States: Latent Class Analysis of a Discrete Choice Experiment

Rebecca Zimba, Matthew L Romo, Sarah G Kulkarni, Amanda Berry, William You, Chloe Mirzayi, Drew A Westmoreland, Angela M Parcesepe, Levi Waldron, Madhura S Rane, Shivani Kochhar, McKaylee M Robertson, Andrew R Maroko, Christian Grov, Denis Nash

JMIR Public Health Surveill 2021 (Dec 30); 7(12):e32846

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Predicting New Daily COVID-19 Cases and Deaths Using Search Engine Query Data in South Korea From 2020 to 2021: Infodemiology Study

Atina Husnayain, Eunha Shim, Anis Fuad, Emily Chia-Yu Su

J Med Internet Res 2021 (Dec 22); 23(12):e34178

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Predicting the Number of Suicides in Japan Using Internet Search Queries: Vector Autoregression Time Series Model

Kazuya Taira, Rikuya Hosokawa, Tomoya Itatani, Sumio Fujita

JMIR Public Health Surveill 2021 (Dec 03); 7(12):e34016

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Predicting COVID-19 Transmission to Inform the Management of Mass Events: Model-Based Approach

Claire Donnat, Freddy Bunbury, Jack Kreindler, David Liu, Filippos T Filippidis, Tonu Esko, Austen El-Osta, Matthew Harris

JMIR Public Health Surveill 2021 (Dec 01); 7(12):e30648

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Prevalence of Multimorbidity of Chronic Noncommunicable Diseases in Brazil: Population-Based Study

Xin Shi, Simone Maria da Silva Lima, Caroline Maria de Miranda Mota, Ying Lu, Randall S Stafford, Corintho Viana Pereira

JMIR Public Health Surveill 2021 (Nov 25); 7(11):e29693

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Long-Term Survival Among Histological Subtypes in Advanced Epithelial Ovarian Cancer: Population-Based Study Using the Surveillance, Epidemiology, and End Results Database

Shi-Ping Yang, Hui-Luan Su, Xiu-Bei Chen, Li Hua, Jian-Xian Chen, Min Hu, Jian Lei, San-Gang Wu, Juan Zhou

JMIR Public Health Surveill 2021 (Nov 17); 7(11):e25976

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Emotional Tone, Analytical Thinking, and Somatosensory Processes of a Sample of Italian Tweets During the First Phases of the COVID-19 Pandemic: Observational Study

Dario Monzani, Laura Vergani, Silvia Francesca Maria Pizzoli, Giulia Marton, Gabriella Pravettoni

J Med Internet Res 2021 (Oct 27); 23(10):e29820

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Self–Training With Quantile Errors for Multivariate Missing Data Imputation for Regression Problems in Electronic Medical Records: Algorithm Development Study

Hansle Gwon, Imjin Ahn, Yunha Kim, Hee Jun Kang, Hyeram Seo, Ha Na Cho, Heejung Choi, Tae Joon Jun, Young-Hak Kim

JMIR Public Health Surveill 2021 (Oct 13); 7(10):e30824

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Excess Mortality During the COVID-19 Pandemic in Jordan: Secondary Data Analysis

Yousef Khader, Mohannad Al Nsour

JMIR Public Health Surveill 2021 (Oct 07); 7(10):e32559

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Uncovering Clinical Risk Factors and Predicting Severe COVID-19 Cases Using UK Biobank Data: Machine Learning Approach

Kenneth Chi-Yin Wong, Yong Xiang, Liangying Yin, Hon-Cheong So

JMIR Public Health Surveill 2021 (Sep 30); 7(9):e29544

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Revealing Public Opinion Towards COVID-19 Vaccines With Twitter Data in the United States: Spatiotemporal Perspective

Tao Hu, Siqin Wang, Wei Luo, Mengxi Zhang, Xiao Huang, Yingwei Yan, Regina Liu, Kelly Ly, Viraj Kacker, Bing She, Zhenlong Li

J Med Internet Res 2021 (Sep 10); 23(9):e30854

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A Full-Scale Agent-Based Model to Hypothetically Explore the Impact of Lockdown, Social Distancing, and Vaccination During the COVID-19 Pandemic in Lombardy, Italy: Model Development

Giuseppe Giacopelli

JMIRx Med 2021 (Sep 10); 2(3):e24630

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Estimation of COVID-19 Period Prevalence and the Undiagnosed Population in Canadian Provinces: Model-Based Analysis

Abdullah Hamadeh, Zeny Feng, Jessmyn Niergarth, William WL Wong

JMIR Public Health Surveill 2021 (Sep 09); 7(9):e26409

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Exploring the Utility of Google Mobility Data During the COVID-19 Pandemic in India: Digital Epidemiological Analysis

Kamal Kishore, Vidushi Jaswal, Madhur Verma, Vipin Koushal

JMIR Public Health Surveill 2021 (Aug 30); 7(8):e29957

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Health Impacts of Perchlorate and Pesticide Exposure: Protocol for Community-Engaged Research to Evaluate Environmental Toxicants in a US Border Community

Robert Trotter II, Julie Baldwin, Charles Loren Buck, Mark Remiker, Amanda Aguirre, Trudie Milner, Emma Torres, Frank Arthur von Hippel

JMIR Res Protoc 2021 (Aug 11); 10(8):e15864

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Forecasting COVID-19 Hospital Census: A Multivariate Time-Series Model Based on Local Infection Incidence

Hieu M Nguyen, Philip J Turk, Andrew D McWilliams

JMIR Public Health Surveill 2021 (Aug 04); 7(8):e28195

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Evaluation of a Parsimonious COVID-19 Outbreak Prediction Model: Heuristic Modeling Approach Using Publicly Available Data Sets

Agrayan K Gupta, Shaun J Grannis, Suranga N Kasthurirathne

J Med Internet Res 2021 (Jul 26); 23(7):e28812

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How New Mexico Leveraged a COVID-19 Case Forecasting Model to Preemptively Address the Health Care Needs of the State: Quantitative Analysis

Lauren A Castro, Courtney D Shelley, Dave Osthus, Isaac Michaud, Jason Mitchell, Carrie A Manore, Sara Y Del Valle

JMIR Public Health Surveill 2021 (Jun 09); 7(6):e27888

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Correlation of Population SARS-CoV-2 Cycle Threshold Values to Local Disease Dynamics: Exploratory Observational Study

Chak Foon Tso, Anurag Garikipati, Abigail Green-Saxena, Qingqing Mao, Ritankar Das

JMIR Public Health Surveill 2021 (Jun 03); 7(6):e28265

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The Effect of Test Timing on the Probability of Positive SARS-CoV-2 Swab Test Results: Mixed Model Approach

Roberto Benoni, Silvia Panunzi, Irene Campagna, Francesca Moretti, Giuliana Lo Cascio, Gianluca Spiteri, Stefano Porru, Stefano Tardivo

JMIR Public Health Surveill 2021 (Jun 03); 7(6):e27189

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