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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, 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 HS, 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 DY, Jovanović V, Kamenov Ž, Kende A, Keng SL, Thanh Kieu TT, Koc Y, Kovyazina K, Kozytska I, Krause J, Kruglanksi AW, Kurapov A, Kutlaca M, Lantos NA, Lemay EP Jr, 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. Van Lissa CJ, et al. Among authors: kruglanksi aw. Patterns (N Y). 2022 Apr 8;3(4):100482. doi: 10.1016/j.patter.2022.100482. Epub 2022 Mar 9. Patterns (N Y). 2022. PMID: 35282654 Free PMC article.
Politicization of COVID-19 health-protective behaviors in the United States: Longitudinal and cross-national evidence.
Stroebe W, vanDellen MR, Abakoumkin G, Lemay EP Jr, Schiavone WM, Agostini M, Bélanger JJ, Gützkow B, Kreienkamp J, Reitsema AM, Abdul Khaiyom JH, Ahmedi V, Akkas H, Almenara CA, Atta M, Bagci SC, Basel S, Berisha Kida E, Bernardo ABI, Buttrick NR, Chobthamkit P, Choi HS, Cristea M, Csaba S, Damnjanović K, Danyliuk I, Dash A, Di Santo D, Douglas KM, Enea V, Faller DG, Fitzsimons G, Gheorghiu A, Gómez Á, Hamaidia A, Han Q, Helmy M, Hudiyana J, Jeronimus BF, Jiang DY, Jovanović V, Kamenov Ž, Kende A, Keng SL, Kieu TTT, Koc Y, Kovyazina K, Kozytska I, Krause J, Kruglanksi AW, Kurapov A, Kutlaca M, Lantos NA, Lemsmana CBJ, Louis WR, Lueders A, Malik NI, Martinez A, 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 J, Resta E, Rullo M, Ryan MK, Samekin A, Santtila P, Sasin E, Schumpe BM, Selim HA, Stanton MV, Sultana S, Sutton RM, Tseliou E, Utsugi A, van Breen JA, Van Lissa CJ, Van Veen K, Vázquez A, Wollast R, Wai-Lan Yeung V, Zand S, Žeželj IL, Zheng B, Zick A, Zúñiga C, Leander NP. Stroebe W, et al. Among authors: kruglanksi aw. PLoS One. 2021 Oct 20;16(10):e0256740. doi: 10.1371/journal.pone.0256740. eCollection 2021. PLoS One. 2021. PMID: 34669724 Free PMC article.
Correction: Politicization of COVID-19 health-protective behaviors in the United States: Longitudinal and cross-national evidence.
Stroebe W, vanDellen MR, Abakoumkin G, Lemay EP Jr, Schiavone WM, Agostini M, Bélanger JJ, Gützkow B, Kreienkamp J, Reitsema AM, Khaiyom JHA, Ahmedi V, Akkas H, Almenara CA, Atta M, Bagci SC, Basel S, Kida EB, Bernardo ABI, Buttrick NR, Chobthamkit P, Choi HS, Cristea M, Csaba S, Damnjanović K, Danyliuk I, Dash A, Santo DD, Douglas KM, Enea V, Faller DG, Fitzsimons G, Gheorghiu A, Gómez Á, Hamaidia A, Han Q, Helmy M, Hudiyana J, Jeronimus BF, Jiang DY, Jovanović V, Kamenov Ž, Kende A, Keng SL, Kieu TTT, Koc Y, Kovyazina K, Kozytska I, Krause J, Kruglanksi AW, Kurapov A, Kutlaca M, Lantos NA, Lemsmana CBJ, Louis WR, Lueders A, Malik NI, Martinez A, McCabe KO, Mehulić J, Milla MN, Mohammed I, Molinario E, Moyano M, Muhammad H, Mula S, Muluk H, Myroniuk S, Najafi R, Nisa CF, Nyú B, O'Keefe PA, Osuna JJO, Osin EN, Park J, Pica G, Pierro A, Rees J, Resta E, Rullo M, Ryan MK, Samekin A, Santtila P, Sasin E, Schumpe BM, Selim HA, Stanton MV, Sultana S, Sutton RM, Tseliou E, Utsugi A, van Breen JA, Van Lissa CJ, Van Veen K, Vázquez A, Wollast R, Yeung VW, Zand S, Žeželj IL, Zheng B, Zick A, Zúñiga C, Leander NP. Stroebe W, et al. Among authors: kruglanksi aw. PLoS One. 2022 Jan 21;17(1):e0263100. doi: 10.1371/journal.pone.0263100. eCollection 2022. PLoS One. 2022. PMID: 35061850 Free PMC article.