Innovative Methods in Public Health and Surveillance

The Standardization of Hospital-Acquired Infection Rates Using Prediction Models in Iran: Observational Study of National Nosocomial Infection Registry Data

Neda Izadi, Koorosh Etemad, Yadollah Mehrabi, Babak Eshrati, Seyed Saeed Hashemi Nazari

JMIR Public Health Surveill 2021 (Dec 07); 7(12):e33296

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Analyzing Citizens’ and Health Care Professionals’ Searches for Smell/Taste Disorders and Coronavirus in Finland During the COVID-19 Pandemic: Infodemiological Approach Using Database Logs

Milla Mukka, Samuli Pesälä, Charlotte Hammer, Pekka Mustonen, Vesa Jormanainen, Hanna Pelttari, Minna Kaila, Otto Helve

JMIR Public Health Surveill 2021 (Dec 07); 7(12):e31961

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Using Venn Diagrams to Evaluate Digital Contact Tracing: Panel Survey Analysis

Paola Daniore, Vasileios Nittas, André Moser, Marc Höglinger, Viktor von Wyl

JMIR Public Health Surveill 2021 (Dec 06); 7(12):e30004

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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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Evaluation of the National Tuberculosis Surveillance System in Sana’a, Yemen, 2018: Observational Study

Fadwa Salem Ahmed Al kalali, Essam Mahyoub, Abdulbary Al-Hammadi, Labiba Anam, Yousef Khader

JMIR Public Health Surveill 2021 (Nov 30); 7(11):e27626

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Mild Adverse Events of Sputnik V Vaccine in Russia: Social Media Content Analysis of Telegram via Deep Learning

Andrzej Jarynowski, Alexander Semenov, Mikołaj Kamiński, Vitaly Belik

J Med Internet Res 2021 (Nov 29); 23(11):e30529

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Predictive Modeling of Vaccination Uptake in US Counties: A Machine Learning–Based Approach

Queena Cheong, Martin Au-yeung, Stephanie Quon, Katsy Concepcion, Jude Dzevela Kong

J Med Internet Res 2021 (Nov 25); 23(11):e33231

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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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Electronic Monitoring Systems for Hand Hygiene: Systematic Review of Technology

Chaofan Wang, Weiwei Jiang, Kangning Yang, Difeng Yu, Joshua Newn, Zhanna Sarsenbayeva, Jorge Goncalves, Vassilis Kostakos

J Med Internet Res 2021 (Nov 24); 23(11):e27880

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Digital SARS-CoV-2 Detection Among Hospital Employees: Participatory Surveillance Study

Onicio Leal-Neto, Thomas Egger, Matthias Schlegel, Domenica Flury, Johannes Sumer, Werner Albrich, Baharak Babouee Flury, Stefan Kuster, Pietro Vernazza, Christian Kahlert, Philipp Kohler

JMIR Public Health Surveill 2021 (Nov 22); 7(11):e33576

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Seroepidemiological Survey on the Impact of Smoking on SARS-CoV-2 Infection and COVID-19 Outcomes: Protocol for the Troina Study

Riccardo Polosa, Venera Tomaselli, Pietro Ferrara, Alba Corina Romeo, Sonja Rust, Daniela Saitta, Filippo Caraci, Corrado Romano, Murugesan Thangaraju, Pietro Zuccarello, Jed Rose, Giulio Giacomo Cantone, Margherita Ferrante, Jonathan Belsey, Fabio Cibella, Elisa Interlandi, Raffaele Ferri

JMIR Res Protoc 2021 (Nov 22); 10(11):e32285

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Central COVID-19 Coordination Centers in Germany: Description, Economic Evaluation, and Systematic Review

Nikolas Schopow, Georg Osterhoff, Nikolaus von Dercks, Felix Girrbach, Christoph Josten, Sebastian Stehr, Pierre Hepp

JMIR Public Health Surveill 2021 (Nov 18); 7(11):e33509

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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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COVID-19 Vaccine Hesitancy on Social Media: Building a Public Twitter Data Set of Antivaccine Content, Vaccine Misinformation, and Conspiracies

Goran Muric, Yusong Wu, Emilio Ferrara

JMIR Public Health Surveill 2021 (Nov 17); 7(11):e30642

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Characterization of Unlinked Cases of COVID-19 and Implications for Contact Tracing Measures: Retrospective Analysis of Surveillance Data

Ka Chun Chong, Katherine Jia, Shui Shan Lee, Chi Tim Hung, Ngai Sze Wong, Francisco Tsz Tsun Lai, Nancy Chau, Carrie Ho Kwan Yam, Tsz Yu Chow, Yuchen Wei, Zihao Guo, Eng Kiong Yeoh

JMIR Public Health Surveill 2021 (Nov 16); 7(11):e30968

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Predicting COVID-19–Related Health Care Resource Utilization Across a Statewide Patient Population: Model Development Study

Suranga N Kasturi, Jeremy Park, David Wild, Babar Khan, David A Haggstrom, Shaun Grannis

J Med Internet Res 2021 (Nov 15); 23(11):e31337

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Algorithm for Individual Prediction of COVID-19–Related Hospitalization Based on Symptoms: Development and Implementation Study

Rossella Murtas, Nuccia Morici, Chiara Cogliati, Massimo Puoti, Barbara Omazzi, Walter Bergamaschi, Antonio Voza, Patrizia Rovere Querini, Giulio Stefanini, Maria Grazia Manfredi, Maria Teresa Zocchi, Andrea Mangiagalli, Carla Vittoria Brambilla, Marco Bosio, Matteo Corradin, Francesca Cortellaro, Marco Trivelli, Stefano Savonitto, Antonio Giampiero Russo

JMIR Public Health Surveill 2021 (Nov 15); 7(11):e29504

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Online Newspaper Reports on Ambulance Accidents in Austria, Germany, and Switzerland: Retrospective Cross-sectional Review

Johanna Boldt, Femke Steinfort, Martin Müller, Aristomenis K Exadaktylos, Jolanta Klukowska-Roetzler

JMIR Public Health Surveill 2021 (Nov 12); 7(11):e25897

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The Influence of Normative Perceptions on the Uptake of the COVID-19 TraceTogether Digital Contact Tracing System: Cross-sectional Study

Jeong Kyu Lee, Lavinia Lin, Hyunjin Kang

JMIR Public Health Surveill 2021 (Nov 12); 7(11):e30462

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