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Multivariate Analysis on Physical Activity, Emotional and Health Status of University Students Caused by COVID-19 Confinement

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  • Bethy Merchán-Sanmartín

    (Centro de Investigaciones y Proyectos Aplicados a las Ciencias de la Tierra (CIPAT), ESPOL Polytechnic University, Guayaquil 09015863, Ecuador
    Facultad de Ingeniería en Ciencias de la Tierra (FICT), ESPOL Polytechnic University, Guayaquil 9015863, Ecuador
    Geo-Recursos y Aplicaciones (GIGA), ESPOL Polytechnic University, Guayaquil 09015863, Ecuador)

  • Mayra Brocel-Bajaña

    (Facultad de Ingeniería en Ciencias de la Tierra (FICT), ESPOL Polytechnic University, Guayaquil 9015863, Ecuador)

  • Johny Pambabay-Calero

    (Facultad de Ciencias Naturales y Matemáticas (FCNM), ESPOL Polytechnic University, Guayaquil 09015863, Ecuador)

  • Sergio Bauz-Olvera

    (Facultad de Ciencias Naturales y Matemáticas (FCNM), ESPOL Polytechnic University, Guayaquil 09015863, Ecuador)

  • Néstor Montalván-Burbano

    (Centro de Investigaciones y Proyectos Aplicados a las Ciencias de la Tierra (CIPAT), ESPOL Polytechnic University, Guayaquil 09015863, Ecuador
    Department of Economy and Business, University of Almería, Ctra. Sacramento s/n, La Cañada de San Urbano, 04120 Almería, Spain
    Innovation, Management, Marketing and Knowledge Economy Research I2Maker, ESPOL Polytechnic University, Guayaquil 9015863, Ecuador)

  • Maribel Aguilar-Aguilar

    (Centro de Investigaciones y Proyectos Aplicados a las Ciencias de la Tierra (CIPAT), ESPOL Polytechnic University, Guayaquil 09015863, Ecuador)

  • Paúl Carrión-Mero

    (Centro de Investigaciones y Proyectos Aplicados a las Ciencias de la Tierra (CIPAT), ESPOL Polytechnic University, Guayaquil 09015863, Ecuador
    Facultad de Ingeniería en Ciencias de la Tierra (FICT), ESPOL Polytechnic University, Guayaquil 9015863, Ecuador)

Abstract

Confinement as a result of COVID-19 had a strong impact around the world and restricted mobility. The university community started to take routine classes in a virtual and sedentary way, causing negative effects on their health and habits. The objective of this research is to analyze the impact of confinement through surveys of students and interviews with university professors, in order to study the effects of confinement on physical activity, emotional state, and health. The methodology was as follows: (i) preliminary data; (ii) survey development, interviews, and information collection; (iii) data processing and multivariate presentation of the results, using multiple correspondence analysis (MCA) and multiple factor analysis (MFA). The results of 375 respondents show that there is a low level of physical activity (<300 METs, 49.6%), where women register sedentary behavior (73%). Emotionally, most of them show feeling bored. Some express anxiety, depression, discomfort, and frustration. In terms of health, there are rheumatic, circulatory, respiratory, and other diseases related to obesity. It is essential to create programs that promote physical exercise to reduce the consequences of sedentary lifestyles on the physical, social, and mental health of university students, especially engineering students, who experienced greater effects of confinement than those studying nutrition and social sciences.

Suggested Citation

  • Bethy Merchán-Sanmartín & Mayra Brocel-Bajaña & Johny Pambabay-Calero & Sergio Bauz-Olvera & Néstor Montalván-Burbano & Maribel Aguilar-Aguilar & Paúl Carrión-Mero, 2022. "Multivariate Analysis on Physical Activity, Emotional and Health Status of University Students Caused by COVID-19 Confinement," IJERPH, MDPI, vol. 19(17), pages 1-22, September.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:17:p:11016-:d:905712
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    1. Gricelda Herrera-Franco & Néstor Montalván-Burbano & Carlos Mora-Frank & Lady Bravo-Montero, 2021. "Scientific Research in Ecuador: A Bibliometric Analysis," Publications, MDPI, vol. 9(4), pages 1-34, December.
    2. Juan Gómez-Salgado & Montserrat Andrés-Villas & Sara Domínguez-Salas & Diego Díaz-Milanés & Carlos Ruiz-Frutos, 2020. "Related Health Factors of Psychological Distress During the COVID-19 Pandemic in Spain," IJERPH, MDPI, vol. 17(11), pages 1-16, June.
    3. Daniel Reyes-Molina & Jesús Alonso-Cabrera & Gabriela Nazar & Maria Antonia Parra-Rizo & Rafael Zapata-Lamana & Cristian Sanhueza-Campos & Igor Cigarroa, 2022. "Association between the Physical Activity Behavioral Profile and Sedentary Time with Subjective Well-Being and Mental Health in Chilean University Students during the COVID-19 Pandemic," IJERPH, MDPI, vol. 19(4), pages 1-15, February.
    4. Javier Molina-García & Cristina Menescardi & Isaac Estevan & Vladimir Martínez-Bello & Ana Queralt, 2019. "Neighborhood Built Environment and Socioeconomic Status are Associated with Active Commuting and Sedentary Behavior, but not with Leisure-Time Physical Activity, in University Students," IJERPH, MDPI, vol. 16(17), pages 1-12, August.
    5. -, 2020. "Education in the time of COVID-19," Coediciones, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 45905 edited by Eclac.
    6. -, 2020. "Education in the time of COVID-19," Libros y Documentos Institucionales, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 45905 edited by Eclac.
    7. Marielle Brunette & Robin Bourke & Marc Hanewinkel & Rasoul Yousefpour, 2018. "Adaptation to climate change in forestry: a multiple correspondence analysis (MCA)," Post-Print hal-02620990, HAL.
    8. Escofier, B. & Pages, J., 1994. "Multiple factor analysis (AFMULT package)," Computational Statistics & Data Analysis, Elsevier, vol. 18(1), pages 121-140, August.
    9. Abel Ruiz-Hermosa & Celia Álvarez-Bueno & Iván Cavero-Redondo & Vicente Martínez-Vizcaíno & Andrés Redondo-Tébar & Mairena Sánchez-López, 2019. "Active Commuting to and from School, Cognitive Performance, and Academic Achievement in Children and Adolescents: A Systematic Review and Meta-Analysis of Observational Studies," IJERPH, MDPI, vol. 16(10), pages 1-22, May.
    10. Célia Landmann Szwarcwald & Deborah Carvalho Malta & Marilisa Berti de Azevedo Barros & Paulo Roberto Borges de Souza Júnior & Dália Romero & Wanessa da Silva de Almeida & Giseli Nogueira Damacena & A, 2021. "Associations of Sociodemographic Factors and Health Behaviors with the Emotional Well-Being of Adolescents during the COVID-19 Pandemic in Brazil," IJERPH, MDPI, vol. 18(11), pages 1-13, June.
    11. Imran Aslan & Dominika Ochnik & Orhan Çınar, 2020. "Exploring Perceived Stress among Students in Turkey during the COVID-19 Pandemic," IJERPH, MDPI, vol. 17(23), pages 1-16, December.
    12. Esther García-Esquinas & Rosario Ortolá & Iago Gine-Vázquez & José A. Carnicero & Asier Mañas & Elvira Lara & Alejandro Alvarez-Bustos & German Vicente-Rodriguez & Mercedes Sotos-Prieto & Beatriz Olay, 2021. "Changes in Health Behaviors, Mental and Physical Health among Older Adults under Severe Lockdown Restrictions during the COVID-19 Pandemic in Spain," IJERPH, MDPI, vol. 18(13), pages 1-25, July.
    13. Jacob Meyer & Cillian McDowell & Jeni Lansing & Cassandra Brower & Lee Smith & Mark Tully & Matthew Herring, 2020. "Changes in Physical Activity and Sedentary Behavior in Response to COVID-19 and Their Associations with Mental Health in 3052 US Adults," IJERPH, MDPI, vol. 17(18), pages 1-13, September.
    14. Dian-Jeng Li & Nai-Ying Ko & Yi-Lung Chen & Peng-Wei Wang & Yu-Ping Chang & Cheng-Fang Yen & Wei-Hsin Lu, 2020. "COVID-19-Related Factors Associated with Sleep Disturbance and Suicidal Thoughts among the Taiwanese Public: A Facebook Survey," IJERPH, MDPI, vol. 17(12), pages 1-12, June.
    15. Sheela Sundarasen & Karuthan Chinna & Kamilah Kamaludin & Mohammad Nurunnabi & Gul Mohammad Baloch & Heba Bakr Khoshaim & Syed Far Abid Hossain & Areej Sukayt, 2020. "Psychological Impact of COVID-19 and Lockdown among University Students in Malaysia: Implications and Policy Recommendations," IJERPH, MDPI, vol. 17(17), pages 1-13, August.
    16. Asanov, Igor & Flores, Francisco & McKenzie, David & Mensmann, Mona & Schulte, Mathis, 2021. "Remote-learning, time-use, and mental health of Ecuadorian high-school students during the COVID-19 quarantine," World Development, Elsevier, vol. 138(C).
    17. Bram Constandt & Erik Thibaut & Veerle De Bosscher & Jeroen Scheerder & Margot Ricour & Annick Willem, 2020. "Exercising in Times of Lockdown: An Analysis of the Impact of COVID-19 on Levels and Patterns of Exercise among Adults in Belgium," IJERPH, MDPI, vol. 17(11), pages 1-10, June.
    18. Raquel Lara & Martha Fernández-Daza & Sara Zabarain-Cogollo & María Angustias Olivencia-Carrión & Manuel Jiménez-Torres & María Demelza Olivencia-Carrión & Adelaida Ogallar-Blanco & Débora Godoy-Izqui, 2021. "Active Coping and Anxiety Symptoms during the COVID-19 Pandemic in Spanish Adults," IJERPH, MDPI, vol. 18(16), pages 1-17, August.
    19. Yao Sun & Shiang-Yi Lin & Kevin Kien Hoa Chung, 2020. "University Students’ Perceived Peer Support and Experienced Depressive Symptoms during the COVID-19 Pandemic: The Mediating Role of Emotional Well-Being," IJERPH, MDPI, vol. 17(24), pages 1-13, December.
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    Cited by:

    1. Huiyun Zhu, 2022. "Interplay between Discrete Emotions and Preventive Behavior in Health Crises: Big Data Analysis of COVID-19," IJERPH, MDPI, vol. 19(24), pages 1-15, December.

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