The Effects of COVID-19 on Family Climate: A Fuzzy Clustering Approach to Examine Spanish Households

Spain was one of the countries in which more severe lockdown policies were imposed during the second term of 2020 to mitigate the unprecedented health crisis. The measures restricted citizens’ mobility, obliging families to stay confined at homes for 99 days since 15 March 2020. The measures created a number of challenges that affect the family climate. This paper aims to empirically analyse how the family climate in Spain has been affected by COVID-19. The family climate assessment was based on an online questionnaire answered by 2034 citizens. A multi-criteria decision-making method rooted in fuzzy logic and TOPSIS, and a fuzzy clustering method, are applied to analyse the effects of the COVID-19 on the family climate. The fuzzy clustering method reveals that there are three different family climate profiles, namely (1) extreme positive, (2) extreme negative, and (3) intermediate. Our results show that some traits affect having a more or less positive family climate. The authors discuss the main contributions and the policy implications that could provide insights into future measures.

[1]  Alexander Langmeyer,et al.  Resources of families adapting the COVID-19 pandemic in Germany: A mixed-method study of coping strategies and family and child outcomes , 2022, Journal of Family Research.

[2]  Lauren E. Altenburger,et al.  The Bronfenbrenner primer: A guide to develecology, Lawrence G.SheltonNew York, NY: Routledge, 2019, pp. 164, $27.96 (paperback) , 2021, Journal of Family Theory & Review.

[3]  Anastasio Ovejero,et al.  Adolescents' Attitudes to Bullying and its Relationship to Perceived Family Social Climate. , 2021, Psicothema.

[4]  F. Cortes,et al.  Análisis de la Implementación del Teletrabajo durante la pandemia del COVID-19 , 2021, Revista Pensamiento Académico.

[5]  Ming-Te Wang,et al.  COVID-19 Employment Status, Dyadic Family Relationships, and Child Psychological Well-Being , 2021, Journal of Adolescent Health.

[6]  M. Gacto,et al.  Family Climate and Intention to Use Cannabis as Predictors of Cannabis Use and Cannabis-Related Problems among Young University Students , 2021, International journal of environmental research and public health.

[7]  G. Gini,et al.  Distance learning during the COVID-19 lockdown in Italy: The role of family, school, and individual factors. , 2021, School psychology.

[8]  Ş. N. Açıkalın,et al.  Quality of Life, Family Climate, and Sense of Family Coherence During the COVID-19 Pandemic: Modeling of Triple-Serial Mediators , 2021, Journal of Family Issues.

[9]  Juan Carlos Martín,et al.  Does the access transport mode affect visitors' satisfaction in a World Heritage City? The case of Valparaiso, Chile , 2021 .

[10]  F. Cosci,et al.  Family climate in children living with parents who harmfully consume alcohol. , 2021, Clinical psychology & psychotherapy.

[11]  Paul T. Sowden,et al.  Home-schooling during COVID-19 lockdown: Effects of coping style, home space, and everyday creativity on stress and home-schooling outcomes , 2021 .

[12]  Christopher Roth,et al.  Coronavirus Perceptions and Economic Anxiety , 2020, Review of Economics and Statistics.

[13]  Juan Carlos Martín,et al.  A Hybrid Fuzzy TOPSIS Method to Analyze the Coverage of a Hypothetical EU Ecolabel for Fishery and Aquaculture Products (FAPs) , 2020, Applied Sciences.

[14]  Giuseppe Moro,et al.  Families in the Pandemic Between Challenges and Opportunities: An Empirical Study of Parents with Preschool and School-Age Children , 2020 .

[15]  N. Rania,et al.  Care Tasks and New Routines for Italian Families during the COVID-19 Pandemic: Perspectives from Women , 2020 .

[16]  Mia Hakovirta,et al.  Family Coping Strategies During Finland’s COVID-19 Lockdown , 2020 .

[17]  Steven Leon,et al.  A fuzzy segmentation analysis of airline passengers in the U.S. based on service satisfaction. , 2020 .

[18]  G. Dunton,et al.  Early effects of the COVID-19 pandemic on physical activity and sedentary behavior in children living in the U.S. , 2020, BMC Public Health.

[19]  S. S. Park,et al.  Caregivers’ Mental Health and Somatic Symptoms During COVID-19 , 2020, The journals of gerontology. Series B, Psychological sciences and social sciences.

[20]  K. Gattamorta,et al.  Developing a Measure of the Impact of COVID‐19 Social Distancing on Household Conflict and Cohesion , 2020, Family process.

[21]  William J. Scarborough,et al.  COVID‐19 and the gender gap in work hours , 2020, Gender, work, and organization.

[22]  D. Browne,et al.  Risk and resilience in family well-being during the COVID-19 pandemic. , 2020, The American psychologist.

[23]  J. Lebow Family in the Age of COVID‐19 , 2020, Family process.

[24]  J. Espada,et al.  Immediate Psychological Effects of the COVID-19 Quarantine in Youth From Italy and Spain , 2020, Frontiers in Psychology.

[25]  Guanghai Wang,et al.  Mitigate the effects of home confinement on children during the COVID-19 outbreak , 2020, The Lancet.

[26]  R. Ursano,et al.  Ecological Disasters and Mental Health: Causes, Consequences, and Interventions , 2020, Frontiers in Psychiatry.

[27]  Sarah Mae Sincero,et al.  Ecological systems theory , 2020, Zbornik radova Filozofskog fakulteta u Splitu.

[28]  C. Ruiz-Esteban,et al.  Dimensions of parenting styles, social climate, and bullying victims in primary and secondary education , 2018, Psicothema.

[29]  Pierpaolo D'Urso,et al.  Fuzzy segmentation of postmodern tourists , 2016 .

[30]  Walid A. Afifi,et al.  Youth Psychosocial Adjustment Following Wildfire: The Role of Family Resilience, Emotional Support, and Concrete Support , 2015 .

[31]  I. Ibabe,et al.  Predictores familiares de la violencia filio-parental: el papel de la disciplina familiar , 2015 .

[32]  Jesse S. Michel,et al.  Antecedents of work–family conflict: A meta‐analytic review , 2011 .

[33]  R. Stawski,et al.  Work-family climate, organizational commitment, and turnover: Multilevel contagion effects of leaders. , 2009, Journal of vocational behavior.

[34]  N. Nicholson,et al.  The Family Climate Scales—Development of a New Measure for Use in Family Business Research , 2007 .

[35]  D. Sugarman,et al.  Intimate Violence and Social Desirability , 1997 .

[36]  Shyi-Ming Chen,et al.  Evaluating weapon systems using fuzzy arithmetic operations , 1996, Fuzzy Sets Syst..

[37]  M. Fine,et al.  School adjustment in sixth graders: parenting transitions, family climate, and peer norm effects. , 1995, Child development.

[38]  C. Spielberger,et al.  Family stress: Integrating theory and measurement. , 1992 .

[39]  J. Garbarino The ecology of human development: Experiments by nature and design: by Urie Bronfenbrenner Cambridge, Mass.: Harvard University Press, 1979, 330 + p. , 1980 .