Using machine learning to identify important predictors of COVID-19 infection prevention behaviors during the early phase of the pandemic

Author:

Van Lissa Caspar J.,Stroebe Wolfgang,vanDellen Michelle R.,Leander N. Pontus,Agostini Maximilian,Draws Tim,Grygoryshyn Andrii,Gützgow Ben,Kreienkamp Jannis,Vetter Clara S.,Abakoumkin Georgios,Abdul Khaiyom Jamilah Hanum,Ahmedi Vjolica,Akkas Handan,Almenara Carlos A.,Atta Mohsin,Bagci Sabahat Cigdem,Basel Sima,Kida Edona Berisha,Bernardo Allan B.I.,Buttrick Nicholas R.,Chobthamkit Phatthanakit,Choi Hoon-Seok,Cristea Mioara,Csaba Sára,Damnjanović Kaja,Danyliuk Ivan,Dash Arobindu,Di Santo Daniela,Douglas Karen M.,Enea Violeta,Faller Daiane Gracieli,Fitzsimons Gavan J.,Gheorghiu Alexandra,Gómez Ángel,Hamaidia Ali,Han Qing,Helmy Mai,Hudiyana Joevarian,Jeronimus Bertus F.,Jiang Ding-Yu,Jovanović Veljko,Kamenov Željka,Kende Anna,Keng Shian-Ling,Thanh Kieu Tra Thi,Koc Yasin,Kovyazina Kamila,Kozytska Inna,Krause Joshua,Kruglanksi Arie W.,Kurapov Anton,Kutlaca Maja,Lantos Nóra Anna,Lemay Edward P.,Jaya Lesmana Cokorda Bagus,Louis Winnifred R.,Lueders Adrian,Malik Najma Iqbal,Martinez Anton P.,McCabe Kira O.,Mehulić Jasmina,Milla Mirra Noor,Mohammed Idris,Molinario Erica,Moyano Manuel,Muhammad Hayat,Mula Silvana,Muluk Hamdi,Myroniuk Solomiia,Najafi Reza,Nisa Claudia F.,Nyúl Boglárka,O’Keefe Paul A.,Olivas Osuna Jose Javier,Osin Evgeny N.,Park Joonha,Pica Gennaro,Pierro Antonio,Rees Jonas H.,Reitsema Anne Margit,Resta Elena,Rullo Marika,Ryan Michelle K.,Samekin Adil,Santtila Pekka,Sasin Edyta M.,Schumpe Birga M.,Selim Heyla A.,Stanton Michael Vicente,Sultana Samiah,Sutton Robbie M.,Tseliou Eleftheria,Utsugi Akira,Anne van Breen Jolien,Van Veen Kees,Vázquez Alexandra,Wollast Robin,Wai-Lan Yeung Victoria,Zand Somayeh,Žeželj Iris Lav,Zheng Bang,Zick Andreas,Zúñiga Claudia,Bélanger Jocelyn J.

Funder

NWO

Publisher

Elsevier BV

Subject

General Decision Sciences

Reference61 articles.

1. Coronavirus: distancing and handwashing could lower flu rates, too;Omeife;MedicalXpress,2020

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3. COVID-19 vaccine hesitancy – a scoping review of the literature in high-income countries;Aw;Vaccines,2021

4. Vaccination against COVID-19: a systematic review and meta-analysis of acceptability and its predictors;Wang;Prev. Med.,2021

5. The Elements of Statistical Learning: Data Mining, Inference, and Prediction;Hastie,2009

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