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

Autor: 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

Publikováno v: Universidad Peruana de Ciencias Aplicadas (UPC)Repositorio Academico - UPCPatterns.

Before vaccines for coronavirus disease 2019 (COVID-19) became available, a set of infection-prevention behaviors constituted the primary means to mitigate the virus spread. Our study aimed to identify important predictors of this set of behaviors. W

Externí odkaz: http://hdl.handle.net/10757/659813

Data from SEM 1: Confirmatory Factor Analysis (2020)

Autor: Epskamp, Sacha, Veenman, Myrthe, Geiger, Sandra, Agergaard, Marie, Hortmann, Viktor, Bruins, Susanne, Valcheva, Simona, Norberts, Phil, Veldkamp, Karel, den Elzen, Jessica, Regnath, Franziska, Arja, Jasmina, van Reeuwijk, Myrthe, Vetter, Clara, Salanitro, Matthew, Sleiffer, Dana, Stibbe, Danielle, Hoffmann, Tabea, Kramer, Bart, Orlandi, Makayla, Martínez Prego, Arrate, Kochhar, Suhaavi, Hollmann, Sabine, Bertlich, Tisa, Benning, Valerie, Đurić, Mirna, Mehrhof, Sara, Nippold, Franziska, Koch, Dook, Leitner, Barbara, Maier, Maximilian, Bartoš, František, Bachmann, Dominik

This repository contains data collected and analyzed during the Structural Equation Modeling 1: Confirmatory Factor Analysis 2020 course of the University of Amsterdam: Research Master Psychology. The entire course is online at http://sachaepskamp.co

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::0d546e1e6f567c3eee72dc843e5e30ae

Early Indicators of COVID-19 Infection Prevention Behaviors

Autor: Van Lissa, C. J., Stroebe, Wolfgang, van Dellen, Michelle R., Leander, N. Pontus, Agostini, Max, Gützkow, Ben, Kreienkamp, Jannis, Lemay, Edward P., Abakoumkin, Georgios, Cristea, Mioara, Jeronimus, Bertus F., Moyano, Manuel, Bélanger, Jocelyn J., Draws, Tim A., Grygoryshyn, Andrii, Vetter, Clara S.

Publikováno v: Patterns, 3
PsyArXiv

The Coronavirus is highly infectious and potentially deadly. In the absence of a cure or a vaccine, the infection prevention behaviors recommended by the World Health Organization constitute the only measure that is presently available to combat the

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::98b7452caeb765de45b33c6e994f0bb0
https://research.rug.nl/en/publications/a09c1d2c-4f2c-40e0-9084-977e3e643ff4

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

Autor: Van Lissa CJ; Utrecht University, Utrecht, the Netherlands.; Open Science Community Utrecht, Utrecht, The Netherlands., Stroebe W; University of Groningen, Gronigen, the Netherlands., vanDellen MR; University of Georgia, Athens, GA, USA., Leander NP; University of Groningen, Gronigen, the Netherlands.; Wayne State University, Detroit, MI, USA., Agostini M; University of Groningen, Gronigen, the Netherlands., Draws T; Delft University of Technology, Delft, the Netherlands., Grygoryshyn A; University of Amsterdam, Amsterdam, the Netherlands., Gützgow B; University of Groningen, Gronigen, the Netherlands., Kreienkamp J; University of Groningen, Gronigen, the Netherlands., Vetter CS; University of Amsterdam, Amsterdam, the Netherlands., Abakoumkin G; University of Thessaly, Volos, Greece., Abdul Khaiyom JH; International Islamic University Malaysia, Selangor, Malaysia., Ahmedi V; University of Pristina, Pristina, Kosovo., Akkas H; Ankara Science University, Ankara, Turkey., Almenara CA; Universidad Peruana de Ciencias Aplicadas, Lima, Peru., Atta M; University of Sargodha, Punjab, Pakistan., Bagci SC; Sabanci University, Tuzla, Turkey., Basel S; New York University Abu Dhabi, Abu Dhabi, United Arab Emirates., Kida EB; University of Pristina, Pristina, Kosovo., Bernardo ABI; De La Salle University, Metro Manila, Philippines., Buttrick NR; University of Virginia, Charlottesville, VA, USA., Chobthamkit P; Thammasat University, Bangkok, Thailand., Choi HS; Sungkyunkwan University, Seoul, South Korea., Cristea M; Heriot Watt University, Edinburgh, Scotland., Csaba S; ELTE Eötvös Loránd University, Budapest, Hungary., Damnjanović K; University of Belgrade, Beograd, Serbia., Danyliuk I; Taras Shevchenko National University of Kyiv, Kyiv, Ukraine., Dash A; Leuphana University of Luneburg, Lüneburg, Germany., Di Santo D; University 'La Sapienza', Rome, Italy., Douglas KM; University of Kent, Canterbury, UK., Enea V; Alexandru Ioan Cuza University, Iași, Romania., Faller DG; New York University Abu Dhabi, Abu Dhabi, United Arab Emirates., Fitzsimons GJ; Duke University, Durham, NC, USA., Gheorghiu A; Alexandru Ioan Cuza University, Iași, Romania., Gómez Á; Universidad Nacional de Educacion a Distancia, Madrid, Spain., Hamaidia A; Setif 2 University, Setif, Algeria., Han Q; University of Bristol, Bristol, UK., Helmy M; Sultan Qaboos University, Muscat, Oman.; Menoufia University, Shibin Al Kawm, Al Minufiyah, Egypt., Hudiyana J; Universitas Indonesia, Jawa Barat, Indonesia., Jeronimus BF; University of Groningen, Gronigen, the Netherlands., Jiang DY; National Chung-Cheng University, Chiayi, Taiwan., Jovanović V; University of Novi Sad, Novi Sad, Serbia., Kamenov Ž; University of Zagreb, Zagreb, Croatia., Kende A; ELTE Eötvös Loránd University, Budapest, Hungary., Keng SL; Monash University, Melbourne, VIC, Australia., Thanh Kieu TT; HCMC University of Education, Ho Chi Minh City, Vietnam., Koc Y; University of Groningen, Gronigen, the Netherlands., Kovyazina K; Republic of Kazakhstan., Kozytska I; Taras Shevchenko National University of Kyiv, Kyiv, Ukraine., Krause J; University of Groningen, Gronigen, the Netherlands., Kruglanksi AW; University of Maryland, College Park, MD, USA., Kurapov A; Durham University, Durham, UK., Kutlaca M; Udayana University, Kuta Selatan, Indonesia., Lantos NA; ELTE Eötvös Loránd University, Budapest, Hungary., Lemay EP Jr; University of Maryland, College Park, MD, USA., Jaya Lesmana CB; Udayana University, Kuta Selatan, Indonesia., Louis WR; The University of Queensland, St. Lucia, QLD, Australia., Lueders A; University of Limerick, Limerick, Ireland., Malik NI; University of Sargodha, Punjab, Pakistan., Martinez AP; The University of Sheffield, Sheffield, UK., McCabe KO; Carleton University, Ottawa, ON, Canada., Mehulić J; University of Zagreb, Zagreb, Croatia., Milla MN; Universitas Indonesia, Jawa Barat, Indonesia., Mohammed I; Usmanu Danfodiyo University Sokoto, Sokoto, Nigeria., Molinario E; Florida Gulf Coast University, Fort Myers, FL, USA., Moyano M; University of Córdoba, Córdoba, Spain., Muhammad H; University of Peshawar, Peshawar, Pakistan., Mula S; University 'La Sapienza', Rome, Italy., Muluk H; Menoufia University, Shibin Al Kawm, Al Minufiyah, Egypt., Myroniuk S; University of Groningen, Gronigen, the Netherlands., Najafi R; University of Padova, Padua, Italy., Nisa CF; New York University Abu Dhabi, Abu Dhabi, United Arab Emirates., Nyúl B; ELTE Eötvös Loránd University, Budapest, Hungary., O'Keefe PA; Yale-NUS College, Singapore, Singapore., Olivas Osuna JJ; Universidad Nacional de Educacion a Distancia, Madrid, Spain., Osin EN; HSE University, Moscow, Russia., Park J; NUCB Business School, Nagoya, Japan., Pica G; University of Camerino, Camerino, Italy., Pierro A; University 'La Sapienza', Rome, Italy., Rees JH; Bielefeld University, Bielefeld, Germany., Reitsema AM; University of Groningen, Gronigen, the Netherlands., Resta E; University 'La Sapienza', Rome, Italy., Rullo M; University of Siena - Arezzo Campus, Siena, Italy., Ryan MK; University of Groningen, Gronigen, the Netherlands.; University of Exeter, Exeter, UK., Samekin A; M. Narikbayev KAZGUU University, Nur-Sultan, Kazakhstan., Santtila P; New York University Shanghai, Shanghai, China., Sasin EM; New York University Abu Dhabi, Abu Dhabi, United Arab Emirates., Schumpe BM; University of Amsterdam, Amsterdam, the Netherlands., Selim HA; King Saud University, Riyadh, Saudi Arabia., Stanton MV; California State University East Bay, Hayward, CA, USA., Sultana S; University of Groningen, Gronigen, the Netherlands., Sutton RM; University of Kent, Canterbury, UK., Tseliou E; University of Thessaly, Volos, Greece., Utsugi A; Nagoya University, Nagoya, Japan., Anne van Breen J; Leiden University, Leiden, the Netherlands., Van Veen K; University of Groningen, Gronigen, the Netherlands., Vázquez A; Universidad Nacional de Educacion a Distancia, Madrid, Spain., Wollast R; Udayana University, Kuta Selatan, Indonesia., Wai-Lan Yeung V; Lingnan University, Tuen Mun, Hong Kong., Zand S; Florida Gulf Coast University, Fort Myers, FL, USA., Žeželj IL; University of Belgrade, Beograd, Serbia., Zheng B; Imperial College London, London, UK., Zick A; Bielefeld University, Bielefeld, Germany., Zúñiga C; Universidad de Chile, Santiago, Chile., Bélanger JJ; New York University Abu Dhabi, Abu Dhabi, United Arab Emirates.

Publikováno v: Patterns (New York, N.Y.) [Patterns (N Y)] 2022 Apr 08; Vol. 3 (4), pp. 100482. Date of Electronic Publication: 2022 Mar 09.