Coping space transformation at different levels of university training during the pandemic and the assessment of its integral indicators
DOI:
https://doi.org/10.33910/2687-0223-2022-4-2-115-123Keywords:
pandemic, Ways of Coping Questionnaire, students, permutation test, statistical population, two-block partial least squares, Mantel testAbstract
The impact of the pandemic on mental health is top of the research agenda in various regions of the world. Of particular interest are the methods that allow people to cope with difficulties. University students are a subgroup (along with the elderly and medical staff) that was found to have a higher risk of psychiatric symptoms among other population subgroups. Presumably, university students of different levels of training—specialist degree students in junior and senior years of training, bachelor, master, and doctoral students— will show different adaptation patterns to learning in the new environment. The purpose of the study was to identify the methods of assessing the direction and degree of transformation of coping space in students of different levels of university training under the combined influence of living and studying during the pandemic. The study also aimed to demonstrate the effectiveness of assessing group indicators by generating statistic populations.
The pseudo-longitudinal study included 416 (healthy) volunteers. Among them 260 were examined before the pandemic and 156 during the pandemic. The sample comprised of 291 undergraduate students, 59 master and 66 doctoral students. The study is based on the Methodology for the Psychological Diagnosis of Ways to Cope with Stressful and Problematic Situations.
The coping model in all the subjects is underpinned by a latent structure associated with psychophysiological characteristics. It is shown that during the pandemic the coping space of bachelor students tends to shrink, while master and doctoral students show an expansion trend.
References
Akdeniz, G., Kavakci, M., Gozugok, M. et al. (2020). A survey of attitudes, anxiety status, and protective behaviors of the university students during the COVID-19 outbreak in Turkey. Frontiers in Psychiatry, vol. 11, article 695. https://doi.org/10.3389/fpsyt.2020.00695 (In English)
Bottaccioli, A. G., Lazzari, D., Bottaccioli, F. (2021) Promoting the resilience of the Italian population against SARS-CoV-2. Frontiers in Psychiatry, vol. 11, article 560017. https://doi.org/10.3389/fpsyt.2020.560017 (In English)
Campos, J. J., Frankel, C. B., Camras, L. (2004) On the nature of emotion regulation. Child Development, vol. 75, no. 2, pp. 377–394. https://doi.org/10.1111/j.1467-8624.2004.00681.x (In English)
Cao, H., Zuo, C., Li, G. et al. (2020) a cross-sectional study of psychological status in different epidemic areas in China after the COVID-19 outbreak. Frontiers in Psychiatry, vol. 11, article 575705. https://doi.org/10.3389/fpsyt.2020.575705 (In English)
Cohen, L., Manion, L., Morrison, K. (2007) Research methods in education. 6th ed. New York: Routledge Publ., 638 p. (In English)
Cole, P. M., Martin, S. E., Dennis, T. A. (2004) Emotion regulation as a scientific construct: Methodological challenges and directions for child development research. Child Development, vol. 75, no. 2, pp. 317–333. https://doi.org/10.1111/j.1467-8624.2004.00673.x (In English)
Compas, B. E., Connor-Smith, J. K., Saltzman, H. et al. (2001) Coping with stress during childhood and adolescence: Problems, progress, and potential in theory and research. Psychological Bulletin, vol. 127, no. 1, pp. 87–127. (In English)
Dagnino, P., Anguita, V., Escobar, K., Cifuentes, S. (2020) Psychological effects of social isolation due to quarantine in Chile: An exploratory study. Frontiers in Psychiatry, vol. 11, article 591142. https://doi.org/10.3389/fpsyt.2020.591142 (In English)
Dos Santos, C. F., Pico-Perez, M., Morgado, P. (2020) COVID-19 and mental health—What do we know so far? Frontiers in Psychiatry, vol. 11, article 565698. https://doi.org/10.3389/fpsyt.2020.565698 (In English)
Efimov, V. M., Efimov, K. V., Kovaleva, V. Y. (2019) Principal component analysis and its generalizations for any type of sequence (PCA-Seq). Vavilov Journal of Genetics and Breeding, vol. 23, no. 8, pp. 1032–1036. https://doi.org/10.18699/VJ19.584 (In English)
Faul, F., Erdfelder, E., Lang, A. G., Buchner, A. (2007) G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behavior Research Methods, vol. 39, no. 2, pp. 175–191. https://doi.org/10.3758/bf03193146 (In English)
Giallonardo, V., Sampogna, G., Del Vecchio, V. et al. (2020) The impact of quarantine and physical distancing following COVID-19 on mental health: Study protocol of a multicentric Italian population trial. Frontiers in Psychiatry, vol. 11, article 533. https://doi.org/10.3389/fpsyt.2020.00533 (In English)
Giusti, L., Salza, A., Mammarella, S. et al. (2020) Everything will be fine. Duration of home confinement and “All-or-Nothing” cognitive thinking style as predictors of traumatic distress in young university students on a digital platform during the COVID-19 Italian lockdown. Frontiers in Psychiatry, vol. 11, article 574812. https://doi.org/10.3389/fpsyt.2020.574812 (In English)
Katyushina, E. A. (2020) Issledovanie koping-strategij u studentov-psikhologov nachal’nykh i vypusknykh kursov [The study of coping strategies in students of psychology of primary and final courses]. Psikhologiya i pedagogika v Krymu: Puti razvitiya, no. 2, pp. 121–131. (In Russian)
Kovaleva, V. Yu., Pozdnyakov, A. A., Litvinov, Yu. N., Efimov, V. M. (2017) Estimation of the congruence between morphogenetic and molecular-genetic modules of gray voles Microtus s. l. variability along a climatic gradient. Ecological Genetics, vol. 17, no. 2, pp. 21–34. https://doi.org/10.17816/ecogen17221-34 (In English)
Koroleva, I. V., Nikolaeva, E. I., Petrova, V. A., Katcheva, K. N. (2010) Otsenka stepeni riska vozniknoveniya dezadaptatsii u studentov pedagogicheskogo kolledzha [Assessing the degree of risk of maladaptation in students of the Pedagogical College]. Psikhologiya obrazovaniya v polikul’turnom prostranstve — Educational Psychology in Polycultural Space, vol. 2, no. 3, pp. 105–108. (In Russian)
Lazarus, R. S., Cohen, F., McCleary, R. A. (1998) Fifty years of the research and theory of R. S. Lazarus: An analysis of historical and perennial issues. Mahwah: Lawrence Erlbaum Associates Publ., 456 p. (In English)
Lopez-Bueno, R., Calatayud, J., Ezzatvar, Y. et al. (2020) Association between current physical activity and current perceived anxiety and mood in the initial phase of COVID-19 confinement. Frontiers in Psychiatry, vol. 11, article 729. https://doi.org/10.3389/fpsyt.2020.00729 (In English)
Luo, Y., Chua, C. R., Xiong, Z. et al. (2020) A systematic review of the impact of viral respiratory epidemics on mental health: An implication on the coronavirus disease 2019 pandemic. Frontiers in Psychiatry, vol. 11, article 565098. https://doi.org/10.3389/fpsyt.2020.565098 (In English)
Majeed, S., Schwaiger, E. M., Nazim, A., Samue, I. S. (2021). The psychological impact of COVID-19 among Pakistani adults in Lahore. Frontiers in Psychiatry, vol. 9, article 578366. https://doi.org/10.3389/fpubh.2021.578366 (In English)
Mantel, N., Valand, R. S. (1970) A technique of nonparametric multivariate analysis. Biometrics, vol. 26, no. 3, pp. 547–558. (In English)
Mccombie, C., Austin, A., Dalton, B. et al. (2020) “Now it’s just old habits and misery”—Understanding the impact of the COVID-19 pandemic on people with current or life-time eating disorders: A qualitative study. Frontiers in Psychiatry, vol. 11, article 1140. https://doi.org/10.3389/fpsyt.2020.589225 (In English)
Nachimuthu, S, Vijayalakshmi, R, Sudha, M, Viswanathan, V. (2020) Coping with diabetes during the COVID-19 lockdown in India: Results of an online pilot survey. Diabetes & Metabolic Syndrome: Clinical Research & Reviews, vol. 14, no. 4, pp. 579–582. https://doi.org/10.1016/j.dsx.2020.04.053 (In English)
Pranata, R, Lim, M. A., Yonas, E. et al. (2020) Body mass index and outcome in patients with COVID-19: A dose-response meta-analysis. Diabetes & Metabolism, vol. 47, no. 2, article 101178. https://doi.org/10.1016/j.diabet.2020.07.005 (In English)
Parlapani, E., Holeva, V., Voitsidis, P. et al. (2020) Psychological and behavioral responses to the COVID-19 pandemic in Greece. Frontiers in Psychiatry, vol. 11, article 821. https://doi.org/10.3389/fpsyt.2020.00821 (In English)
Polunin, D. A., Shtajger, I. A., Efimov, V. M. (2014) Razrabotka programmnogo kompleksa JACOBI 4 dlya mnogomernogo analiza mikrochipovykh dannykh [Development of the JACOBI 4 software package for multidimensional analysis of microarray data]. Vestnik NGU. Seriya: Informatsionnye tekhnologii — Vestnik NSU. Series: Information Technologies, vol. 12, no. 2, pp. 90–98. (In Russian)
Polunin, D., Shtaiger, I., Efimov, V. (2019) JACOBI4 software for multivariate analysis of biological data. bioRxiv. [Online]. Available at: https://doi.org/10.1101/803684 (accessed 20.03.2022). (In English)
Ränner, S., Lindgren, F., Geladi, P., Wold, S. (1994) A PLS kernel algorithm for data sets with many variables and fewer objects. Journal of Chemometrics, vol. 8, no. 2, pp. 111–125. https://doi.org/10.1002/CEM.1180080204 (In English)
Rossi, R., Socci, V., Talevi, D. et al. (2020) COVID-19 pandemic and lockdown measures impact on mental health among the general population in Italy. Frontiers in Psychiatry, vol. 11, article 790. https://doi.org/10.3389/fpsyt.2020.00790 (In English)
Shiryaev, A. G., Ravkin, Y. S., Efimov, V. M. et al. (2016) Spatial-typological differentiation of clavarioid mycobiota in Northern Eurasia. Contemporary Problems of Ecology, vol. 9, no. 5, pp. 535–543. https://doi.org/10.1134/S1995425516050140 (In English)
Schudy, A., Zurek, K., Wisniewska, M. et al. (2020) Mental well-being during pandemic: The role of cognitive biases and emotion regulation strategies in risk perception and affective response to COVID-19. Frontiers in Psychiatry, vol. 11, article 589973. https://doi.org/10.3389/fpsyt.2020.589973 (In English)
Silva, L. R. B., Seguro, C. S., de Oliveira, C. G. A. et al. (2020) Physical inactivity is associated with increased levels of anxiety, depression, and stress in brazilians during the COVID-19 pandemic: A cross-sectional study. Frontiers in Psychiatry, vol. 11, article 565291. https://doi.org/10.3389/fpsyt.2020.565291 (In English)
Solovyova, K. S., Bobrovskaya, E. F., Bobrova, Yu. V., Krivoshchekov, S. G. (2019) Osobennosti sovladaniya so stressom v protsesse uchebnoj deyatel’nosti studentov vuzov psikhologicheskoj i nepsikhologicheskoj spetsial’nostej [Peculiarities of coping with stress in the process of educational activities of university students in psychological and non-psychological specialties]. Fundamental’nye aspekty psikhicheskogo zdorov’ya, no. 2, pp. 118–125. (In Russian)
Steinmetz, L. C. L., Leyes, C. A., Florio, M. A. D. et al. (2021) Mental health impacts in Argentinean college students during COVID-19 quarantine. Frontiers in Psychiatry, vol. 12, article 557880. https://doi.org/10.3389/fpsyt.2021.557880 (In English)
Thomas, J., Barbato, M., Verlinden, M. et al. (2020) Psychosocial correlates of depression and anxiety in the United Arab Emirates during the COVID-19 pandemic. Frontiers in Psychiatry, vol. 11, article 564172. https://doi.org/10.3389/fpsyt.2020.564172 (In English)
Torales, J., Ríos-González, C., Barrios, I. et al. (2020) Self-perceived stress during the quarantine of COVID-19 pandemic in Paraguay: An exploratory survey. Frontiers in Psychiatry, vol. 11, article 558691. https://doi.org/10.3389/fpsyt.2020.558691 (In English)
Van Der Feltz-Cornelis, C. M., Varley, D., Allgar, V. L., de Beurs, E. (2020) Workplace stress, presenteeism, absenteeism, and resilience amongst university staff and students in the COVID-19 lockdown. Frontiers in Psychiatry, vol. 11, article 588803. https://doi.org/10.3389/fpsyt.2020.588803 (In English)
Vasserman, L. I., Iovlev, B. V., Isaeva, E. R. et al. (2009) Metodika dlya psikhologicheskoj diagnostiki sposobov sovladaniya so stressovymi i problemnymi dlya lichnosti situatsiyami. Posobie dlya vrachej i meditsinskikh psikhologov [Methods for psychological diagnosis of ways of coping with stressful and problematic situations for the individual. Manual for doctors and medical psychologists]. Saint Petersburg: Bekhterev Psychoneurological Institute Publ., 38 p. (In Russian)
Viktorova, I. G. (2003) Lichnostnye i individnye osobennosti studentov, osvaivayushchikh razlichnye obrazovatel’nye programmy [Personality and individual characteristics of students mastering various educational programs]. Extended abstract of the PhD dissertation (Psychology). Saint-Petersburg, Herzen State Pedagogical University of Russia, 23 p. (In English)
Wang, C., Chudzicka-Czupala, A., Grabowski, D. et al. (2020) The association between physical and mental health and face mask use during the COVID-19 Pandemic: A comparison of two countries with different views and practices. Frontiers in Psychiatry, vol. 11, article 569981. https://doi.org/10.3389/fpsyt.2020.569981 (In English)
Worthington, E. L., Scherer, M. (2004). Forgiveness is an emotionally oriented coping strategy that can reduce health risks and increase health resilience: Theory, review, and hypotheses. Psychology & Health, vol. 19, no. 3, pp. 385–405. https://doi.org/10.1080/0887044042000196674 (In English)
Zhang, Y., Wang, C., Pan, W. et al. (2020) Stress, burnout, and coping strategies of frontline nurses during the COVID-19 epidemic in Wuhan and Shanghai, China. Frontiers in Psychiatry, vol. 11, article 565520. https://doi.org/10.3389/fpsyt.2020.565520 (In English)
Zhang, Y., Xie, S., Wang, P. et al. (2020) Factors influencing mental health of medical workers during the COVID-19 outbreak. Frontiers in Public Health, vol. 8, article 491. https://doi.org/10.3389/fpubh.2020.00491 (In English)
Downloads
Published
Issue
Section
License
Copyright (c) 2022 Eugeny G. Vergunov
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
The work is provided under the terms of the Public Offer and of Creative Commons public license Attribution-NonCommercial 4.0 International (CC BY-NC 4.0). This license allows an unlimited number of persons to reproduce and share the Licensed Material in all media and formats. Any use of the Licensed Material shall contain an identification of its Creator(s) and must be for non-commercial purposes only.