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

Caspar J. van Lissa, Wolfgang Stroebe, Michelle R. vanDellen, N. Pontus Leander, Maximilian Agostini, Tim Draws, Andrii Grygoryshyn, Ben Gützgow, Jannis Kreienkamp, Clara S. Vetter, Georgios Abakoumkin, Jamilah Hanum Abdul Khaiyom, Vjolica Ahmedi, Handan Akkas, Carlos A. Almenara, Mohsin Atta, Sabahat Cigdem Bagci, Sima Basel, Edona Berisha Kida, Allan B. I. Bernardo, Nicholas R. Buttrick, Phatthanakit Chobthamkit, Hoon-Seok Choi, Mioara Cristea, Sára Csaba, Kaja Damnjanovic, Ivan Danyliuk, Arobindu Dash, Daniela Di Santo, Karen M. Douglas, Violeta Enea, Daiane Gracieli Faller, Gavan J. Fitzsimons, Alexandra Gheorghiu, Ángel Gómez, Ali Hamaidia, Qing Han, Mai Helmy, Joevarian Hudiyana, Bertus F. Jeronimus, Ding-Yu Jiang, Veljko Jovanovic, Zeljka Kamenov, Anna Kende, Shian-Ling Keng, Tra Thi Thanh Kieu, Yasin Koc, Kamila Kovyazina, Inna Kozytska, Joshua Krause, Arie W. Kruglanksi, Anton Kurapov, Maja Kutlaca, Nóra Anna Lantos, Edward P. Lemay, Cokorda Bagus Jaya Lesmana, Winnifred R. Louis, Adrian Lueders, Najma Iqbal Malik, Anton P. Martinez, Kira O. McCabe, Jasmina Mehulic, Mirra Noor Milla, Idris Mohammed, Erica Molinario, Manuel Moyano, Hayat Muhammad, Silvana Mula, Hamdi Muluk, Solomiia Myroniuk, Reza Najafi, Claudia F. Nisa, Boglárka Nyúl, Paul A. O'Keefe, Jose Javier Olivas Osuna, Evgeny N. Osin, Joonha Park, Gennaro Pica, Antonio Pierro, Jonas H. Rees, Anne Margit Reitsema, Elena Resta, Marika Rullo, Michelle K. Ryan, Adil Samekin, Pekka Santtila, Edyta M. Sasin, Birga M. Schumpe, Heyla A. Selim, Michael Vicente Stanton, Samiah Sultana, Robbie M. Sutton, Eleftheria Tseliou, Akira Utsugi, Jolien Anne van Breen, Kees van Veen, Alexandra Vázquez, Robin Wollast, Victoria Wai-lan Yeung, Somayeh Zand, Iris Lav Zezelj, Bang Zheng, Andreas Zick, Claudia Zuniga, Jocelyn J. Bélanger. Using machine learning to identify important predictors of COVID-19 infection prevention behaviors during the early phase of the pandemic. Patterns, 3(4):100482, 2022. [doi]

Authors

Caspar J. van Lissa

This author has not been identified. Look up 'Caspar J. van Lissa' in Google

Wolfgang Stroebe

This author has not been identified. Look up 'Wolfgang Stroebe' in Google

Michelle R. vanDellen

This author has not been identified. Look up 'Michelle R. vanDellen' in Google

N. Pontus Leander

This author has not been identified. Look up 'N. Pontus Leander' in Google

Maximilian Agostini

This author has not been identified. Look up 'Maximilian Agostini' in Google

Tim Draws

This author has not been identified. Look up 'Tim Draws' in Google

Andrii Grygoryshyn

This author has not been identified. Look up 'Andrii Grygoryshyn' in Google

Ben Gützgow

This author has not been identified. Look up 'Ben Gützgow' in Google

Jannis Kreienkamp

This author has not been identified. Look up 'Jannis Kreienkamp' in Google

Clara S. Vetter

This author has not been identified. Look up 'Clara S. Vetter' in Google

Georgios Abakoumkin

This author has not been identified. Look up 'Georgios Abakoumkin' in Google

Jamilah Hanum Abdul Khaiyom

This author has not been identified. Look up 'Jamilah Hanum Abdul Khaiyom' in Google

Vjolica Ahmedi

This author has not been identified. Look up 'Vjolica Ahmedi' in Google

Handan Akkas

This author has not been identified. Look up 'Handan Akkas' in Google

Carlos A. Almenara

This author has not been identified. Look up 'Carlos A. Almenara' in Google

Mohsin Atta

This author has not been identified. Look up 'Mohsin Atta' in Google

Sabahat Cigdem Bagci

This author has not been identified. Look up 'Sabahat Cigdem Bagci' in Google

Sima Basel

This author has not been identified. Look up 'Sima Basel' in Google

Edona Berisha Kida

This author has not been identified. Look up 'Edona Berisha Kida' in Google

Allan B. I. Bernardo

This author has not been identified. Look up 'Allan B. I. Bernardo' in Google

Nicholas R. Buttrick

This author has not been identified. Look up 'Nicholas R. Buttrick' in Google

Phatthanakit Chobthamkit

This author has not been identified. Look up 'Phatthanakit Chobthamkit' in Google

Hoon-Seok Choi

This author has not been identified. Look up 'Hoon-Seok Choi' in Google

Mioara Cristea

This author has not been identified. Look up 'Mioara Cristea' in Google

Sára Csaba

This author has not been identified. Look up 'Sára Csaba' in Google

Kaja Damnjanovic

This author has not been identified. Look up 'Kaja Damnjanovic' in Google

Ivan Danyliuk

This author has not been identified. Look up 'Ivan Danyliuk' in Google

Arobindu Dash

This author has not been identified. Look up 'Arobindu Dash' in Google

Daniela Di Santo

This author has not been identified. Look up 'Daniela Di Santo' in Google

Karen M. Douglas

This author has not been identified. Look up 'Karen M. Douglas' in Google

Violeta Enea

This author has not been identified. Look up 'Violeta Enea' in Google

Daiane Gracieli Faller

This author has not been identified. Look up 'Daiane Gracieli Faller' in Google

Gavan J. Fitzsimons

This author has not been identified. Look up 'Gavan J. Fitzsimons' in Google

Alexandra Gheorghiu

This author has not been identified. Look up 'Alexandra Gheorghiu' in Google

Ángel Gómez

This author has not been identified. Look up 'Ángel Gómez' in Google

Ali Hamaidia

This author has not been identified. Look up 'Ali Hamaidia' in Google

Qing Han

This author has not been identified. Look up 'Qing Han' in Google

Mai Helmy

This author has not been identified. Look up 'Mai Helmy' in Google

Joevarian Hudiyana

This author has not been identified. Look up 'Joevarian Hudiyana' in Google

Bertus F. Jeronimus

This author has not been identified. Look up 'Bertus F. Jeronimus' in Google

Ding-Yu Jiang

This author has not been identified. Look up 'Ding-Yu Jiang' in Google

Veljko Jovanovic

This author has not been identified. Look up 'Veljko Jovanovic' in Google

Zeljka Kamenov

This author has not been identified. Look up 'Zeljka Kamenov' in Google

Anna Kende

This author has not been identified. Look up 'Anna Kende' in Google

Shian-Ling Keng

This author has not been identified. Look up 'Shian-Ling Keng' in Google

Tra Thi Thanh Kieu

This author has not been identified. Look up 'Tra Thi Thanh Kieu' in Google

Yasin Koc

This author has not been identified. Look up 'Yasin Koc' in Google

Kamila Kovyazina

This author has not been identified. Look up 'Kamila Kovyazina' in Google

Inna Kozytska

This author has not been identified. Look up 'Inna Kozytska' in Google

Joshua Krause

This author has not been identified. Look up 'Joshua Krause' in Google

Arie W. Kruglanksi

This author has not been identified. Look up 'Arie W. Kruglanksi' in Google

Anton Kurapov

This author has not been identified. Look up 'Anton Kurapov' in Google

Maja Kutlaca

This author has not been identified. Look up 'Maja Kutlaca' in Google

Nóra Anna Lantos

This author has not been identified. Look up 'Nóra Anna Lantos' in Google

Edward P. Lemay

This author has not been identified. Look up 'Edward P. Lemay' in Google

Cokorda Bagus Jaya Lesmana

This author has not been identified. Look up 'Cokorda Bagus Jaya Lesmana' in Google

Winnifred R. Louis

This author has not been identified. Look up 'Winnifred R. Louis' in Google

Adrian Lueders

This author has not been identified. Look up 'Adrian Lueders' in Google

Najma Iqbal Malik

This author has not been identified. Look up 'Najma Iqbal Malik' in Google

Anton P. Martinez

This author has not been identified. Look up 'Anton P. Martinez' in Google

Kira O. McCabe

This author has not been identified. Look up 'Kira O. McCabe' in Google

Jasmina Mehulic

This author has not been identified. Look up 'Jasmina Mehulic' in Google

Mirra Noor Milla

This author has not been identified. Look up 'Mirra Noor Milla' in Google

Idris Mohammed

This author has not been identified. Look up 'Idris Mohammed' in Google

Erica Molinario

This author has not been identified. Look up 'Erica Molinario' in Google

Manuel Moyano

This author has not been identified. Look up 'Manuel Moyano' in Google

Hayat Muhammad

This author has not been identified. Look up 'Hayat Muhammad' in Google

Silvana Mula

This author has not been identified. Look up 'Silvana Mula' in Google

Hamdi Muluk

This author has not been identified. Look up 'Hamdi Muluk' in Google

Solomiia Myroniuk

This author has not been identified. Look up 'Solomiia Myroniuk' in Google

Reza Najafi

This author has not been identified. Look up 'Reza Najafi' in Google

Claudia F. Nisa

This author has not been identified. Look up 'Claudia F. Nisa' in Google

Boglárka Nyúl

This author has not been identified. Look up 'Boglárka Nyúl' in Google

Paul A. O'Keefe

This author has not been identified. Look up 'Paul A. O'Keefe' in Google

Jose Javier Olivas Osuna

This author has not been identified. Look up 'Jose Javier Olivas Osuna' in Google

Evgeny N. Osin

This author has not been identified. Look up 'Evgeny N. Osin' in Google

Joonha Park

This author has not been identified. Look up 'Joonha Park' in Google

Gennaro Pica

This author has not been identified. Look up 'Gennaro Pica' in Google

Antonio Pierro

This author has not been identified. Look up 'Antonio Pierro' in Google

Jonas H. Rees

This author has not been identified. Look up 'Jonas H. Rees' in Google

Anne Margit Reitsema

This author has not been identified. Look up 'Anne Margit Reitsema' in Google

Elena Resta

This author has not been identified. Look up 'Elena Resta' in Google

Marika Rullo

This author has not been identified. Look up 'Marika Rullo' in Google

Michelle K. Ryan

This author has not been identified. Look up 'Michelle K. Ryan' in Google

Adil Samekin

This author has not been identified. Look up 'Adil Samekin' in Google

Pekka Santtila

This author has not been identified. Look up 'Pekka Santtila' in Google

Edyta M. Sasin

This author has not been identified. Look up 'Edyta M. Sasin' in Google

Birga M. Schumpe

This author has not been identified. Look up 'Birga M. Schumpe' in Google

Heyla A. Selim

This author has not been identified. Look up 'Heyla A. Selim' in Google

Michael Vicente Stanton

This author has not been identified. Look up 'Michael Vicente Stanton' in Google

Samiah Sultana

This author has not been identified. Look up 'Samiah Sultana' in Google

Robbie M. Sutton

This author has not been identified. Look up 'Robbie M. Sutton' in Google

Eleftheria Tseliou

This author has not been identified. Look up 'Eleftheria Tseliou' in Google

Akira Utsugi

This author has not been identified. Look up 'Akira Utsugi' in Google

Jolien Anne van Breen

This author has not been identified. Look up 'Jolien Anne van Breen' in Google

Kees van Veen

This author has not been identified. Look up 'Kees van Veen' in Google

Alexandra Vázquez

This author has not been identified. Look up 'Alexandra Vázquez' in Google

Robin Wollast

This author has not been identified. Look up 'Robin Wollast' in Google

Victoria Wai-lan Yeung

This author has not been identified. Look up 'Victoria Wai-lan Yeung' in Google

Somayeh Zand

This author has not been identified. Look up 'Somayeh Zand' in Google

Iris Lav Zezelj

This author has not been identified. Look up 'Iris Lav Zezelj' in Google

Bang Zheng

This author has not been identified. Look up 'Bang Zheng' in Google

Andreas Zick

This author has not been identified. Look up 'Andreas Zick' in Google

Claudia Zuniga

This author has not been identified. Look up 'Claudia Zuniga' in Google

Jocelyn J. Bélanger

This author has not been identified. Look up 'Jocelyn J. Bélanger' in Google