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

Affiliations

• ¹ Utrecht University, Utrecht, the Netherlands.
• ² Open Science Community Utrecht, Utrecht, The Netherlands.
• ³ University of Groningen, Gronigen, the Netherlands.
• ⁴ University of Georgia, Athens, GA, USA.
• ⁵ Wayne State University, Detroit, MI, USA.
• ⁶ Delft University of Technology, Delft, the Netherlands.
• ⁷ University of Amsterdam, Amsterdam, the Netherlands.
• ⁸ University of Thessaly, Volos, Greece.
• ⁹ International Islamic University Malaysia, Selangor, Malaysia.
• ¹⁰ University of Pristina, Pristina, Kosovo.
• ¹¹ Ankara Science University, Ankara, Turkey.
• ¹² Universidad Peruana de Ciencias Aplicadas, Lima, Peru.
• ¹³ University of Sargodha, Punjab, Pakistan.
• ¹⁴ Sabanci University, Tuzla, Turkey.
• ¹⁵ New York University Abu Dhabi, Abu Dhabi, United Arab Emirates.
• ¹⁶ De La Salle University, Metro Manila, Philippines.
• ¹⁷ University of Virginia, Charlottesville, VA, USA.
• ¹⁸ Thammasat University, Bangkok, Thailand.
• ¹⁹ Sungkyunkwan University, Seoul, South Korea.
• ²⁰ Heriot Watt University, Edinburgh, Scotland.
• ²¹ ELTE Eötvös Loránd University, Budapest, Hungary.
• ²² University of Belgrade, Beograd, Serbia.
• ²³ Taras Shevchenko National University of Kyiv, Kyiv, Ukraine.
• ²⁴ Leuphana University of Luneburg, Lüneburg, Germany.
• ²⁵ University "La Sapienza", Rome, Italy.
• ²⁶ University of Kent, Canterbury, UK.
• ²⁷ Alexandru Ioan Cuza University, Iași, Romania.
• ²⁸ Duke University, Durham, NC, USA.
• ²⁹ Universidad Nacional de Educacion a Distancia, Madrid, Spain.
• ³⁰ Setif 2 University, Setif, Algeria.
• ³¹ University of Bristol, Bristol, UK.
• ³² Sultan Qaboos University, Muscat, Oman.
• ³³ Menoufia University, Shibin Al Kawm, Al Minufiyah, Egypt.
• ³⁴ Universitas Indonesia, Jawa Barat, Indonesia.
• ³⁵ National Chung-Cheng University, Chiayi, Taiwan.
• ³⁶ University of Novi Sad, Novi Sad, Serbia.
• ³⁷ University of Zagreb, Zagreb, Croatia.
• ³⁸ Monash University, Melbourne, VIC, Australia.
• ³⁹ HCMC University of Education, Ho Chi Minh City, Vietnam.
• ⁴⁰ Republic of Kazakhstan.
• ⁴¹ University of Maryland, College Park, MD, USA.
• ⁴² Durham University, Durham, UK.
• ⁴³ Udayana University, Kuta Selatan, Indonesia.
• ⁴⁴ The University of Queensland, St. Lucia, QLD, Australia.
• ⁴⁵ University of Limerick, Limerick, Ireland.
• ⁴⁶ The University of Sheffield, Sheffield, UK.
• ⁴⁷ Carleton University, Ottawa, ON, Canada.
• ⁴⁸ Usmanu Danfodiyo University Sokoto, Sokoto, Nigeria.
• ⁴⁹ Florida Gulf Coast University, Fort Myers, FL, USA.
• ⁵⁰ University of Córdoba, Córdoba, Spain.
• ⁵¹ University of Peshawar, Peshawar, Pakistan.
• ⁵² University of Padova, Padua, Italy.
• ⁵³ Yale-NUS College, Singapore, Singapore.
• ⁵⁴ HSE University, Moscow, Russia.
• ⁵⁵ NUCB Business School, Nagoya, Japan.
• ⁵⁶ University of Camerino, Camerino, Italy.
• ⁵⁷ Bielefeld University, Bielefeld, Germany.
• ⁵⁸ University of Siena - Arezzo Campus, Siena, Italy.
• ⁵⁹ University of Exeter, Exeter, UK.
• ⁶⁰ M. Narikbayev KAZGUU University, Nur-Sultan, Kazakhstan.
• ⁶¹ New York University Shanghai, Shanghai, China.
• ⁶² King Saud University, Riyadh, Saudi Arabia.
• ⁶³ California State University East Bay, Hayward, CA, USA.
• ⁶⁴ Nagoya University, Nagoya, Japan.
• ⁶⁵ Leiden University, Leiden, the Netherlands.
• ⁶⁶ Lingnan University, Tuen Mun, Hong Kong.
• ⁶⁷ Imperial College London, London, UK.
• ⁶⁸ Universidad de Chile, Santiago, Chile.