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

Van Lissa, CJ, Stroebe, W, vanDellen, MR et al. (102 more authors) (2022) Using machine learning to identify important predictors of COVID-19 infection prevention behaviors during the early phase of the pandemic. Patterns, 3 (4). 100482. ISSN 2666-3899

Abstract

Metadata

Authors/Creators:
  • Van Lissa, CJ
  • Stroebe, W
  • vanDellen, MR
  • Leander, NP
  • Agostini, M
  • Draws, T
  • Grygoryshyn, A
  • Gützgow, B
  • Kreienkamp, J
  • Vetter, CS
  • Abakoumkin, G
  • Abdul Khaiyom, JH
  • Ahmedi, V
  • Akkas, H
  • Almenara, CA
  • Atta, M
  • Bagci, SC
  • Basel, S
  • Kida, EB
  • Bernardo, ABI
  • Buttrick, NR
  • Chobthamkit, P
  • Choi, H-S
  • Cristea, M
  • Csaba, S
  • Damnjanović, K
  • Danyliuk, I
  • Dash, A
  • Di Santo, D
  • Douglas, KM
  • Enea, V
  • Faller, DG
  • Fitzsimons, GJ
  • Gheorghiu, A
  • Gómez, Á
  • Hamaidia, A
  • Han, Q
  • Helmy, M
  • Hudiyana, J
  • Jeronimus, BF
  • Jiang, D-Y
  • Jovanović, V
  • Kamenov, Ž
  • Kende, A
  • Keng, S-L
  • Thanh Kieu, TT
  • Koc, Y
  • Kovyazina, K
  • Kozytska, I
  • Krause, J
  • Kruglanksi, AW
  • Kurapov, A
  • Kutlaca, M
  • Lantos, NA
  • Lemay, EP
  • Jaya Lesmana, CB
  • Louis, WR
  • Lueders, A
  • Malik, NI
  • Martinez, AP
  • McCabe, KO
  • Mehulić, J
  • Milla, MN
  • Mohammed, I
  • Molinario, E
  • Moyano, M
  • Muhammad, H
  • Mula, S
  • Muluk, H
  • Myroniuk, S
  • Najafi, R
  • Nisa, CF
  • Nyúl, B
  • O’Keefe, PA
  • Olivas Osuna, JJ
  • Osin, EN
  • Park, J
  • Pica, G
  • Pierro, A
  • Rees, JH
  • Reitsema, AM
  • Resta, E
  • Rullo, M
  • Ryan, MK
  • Samekin, A
  • Santtila, P
  • Sasin, EM
  • Schumpe, BM
  • Selim, HA
  • Stanton, MV
  • Sultana, S
  • Sutton, RM
  • Tseliou, E
  • Utsugi, A
  • Anne van Breen, J
  • Van Veen, K
  • Vázquez, A
  • Wollast, R
  • Wai-Lan Yeung, V
  • Zand, S
  • Žeželj, IL
  • Zheng, B
  • Zick, A
  • Zúñiga, C
  • Bélanger, JJ
Copyright, Publisher and Additional Information: © 2022 The Author(s). This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
Keywords: machine learning; COVID-19; health behaviors; social norms; public goods dilemma; random forest
Dates:
  • Accepted: 4 March 2022
  • Published (online): 9 March 2022
  • Published: 8 April 2022
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Science (Sheffield) > Department of Psychology (Sheffield)
Depositing User: Symplectic Sheffield
Date Deposited: 21 Apr 2022 15:42
Last Modified: 21 Apr 2022 15:42
Status: Published
Publisher: Elsevier BV
Refereed: Yes
Identification Number: https://doi.org/10.1016/j.patter.2022.100482
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