Family context as a double-edged sword for psychological distress amid the COVID-19 pandemic with the mediating effect of individual fear and the moderating effect of household income

Background The COVID-19 pandemic drives psychological distress. Previous studies have mostly focused on individual determinants but overlooked family factors. The present study aimed to examine the associations of individual and family factors with psychological distress, and the mediating effect of individual fear and the moderating role of household income on the above associations. Methods We conducted a population-based cross-sectional survey on Chinese adults in Hong Kong from February to March 2021 (N = 2,251) to measure the independent variables of anti-epidemic fatigue, anti-epidemic confidence, individual and family members’ fear of COVID-19, and family well-being (range 0–10), and the dependent variable of psychological distress (through four-item Patient Health Questionnaire, range 0–4). Results Hierarchical regression showed that anti-epidemic fatigue was positively (β = 0.23, 95% CI [0.18, 0.28]) while anti-epidemic confidence was negatively (β = −0.29, 95% CI [−0.36, −0.22]) associated with psychological distress. Family members’ fear of COVID-19 was positively (β = 0.11, 95% CI [0.05, 0.16]) while family well-being was negatively (β = −0.57, 95% CI [−0.63, −0.51]) associated with psychological distress. Structural equation model showed that individual fear mediated the above associations except for family well-being. Multi-group analyses showed a non-significant direct effect of anti-epidemic confidence and a slightly stronger direct effect of family well-being on psychological distress among participants with lower incomes, compared to those with higher incomes. Conclusion We have first reported the double-edged effect of family context on psychological distress, with the positive association between family members’ fear of COVID-19 and psychological distress fully mediated by individual fear and the negative association between family well-being and psychological distress moderated by income level. Future studies are warranted to investigate how the contagion of fear develops in the family and how the inequality of family resources impacts family members’ mental health amid the pandemic.

[1]  Hiu Tin Leung,et al.  Substantial increase in perceived benefits over harms of COVID-19 outbreak but persistent socioeconomic disparities: Comparison of two cross-sectional surveys in Hong Kong from 2020 to 2021 , 2022, Frontiers in Public Health.

[2]  Hiu Tin Leung,et al.  COVID-19 pandemic fatigue and its sociodemographic and psycho-behavioral correlates: a population-based cross-sectional study in Hong Kong , 2022, Scientific Reports.

[3]  T. Lam,et al.  Association of family wellbeing with forwarding and verifying COVID-19-related information, and mediation of family communication quality , 2022, Frontiers in Public Health.

[4]  T. Lam,et al.  Adversity coping capability and its associations with mental health and family wellbeing amid the COVID-19 pandemic in Hong Kong , 2022, BMC Psychiatry.

[5]  S. Fung,et al.  COVID-19 Burnout Subject to the Dynamic Zero-COVID Policy in Hong Kong: Development and Psychometric Evaluation of the COVID-19 Burnout Frequency Scale , 2022, Sustainability.

[6]  Wai Kai Hou,et al.  Low assets predict persistent depression through living difficulties amid large-scale disasters: A cohort study , 2022, Journal of Affective Disorders.

[7]  T. Burki Dynamic zero COVID policy in the fight against COVID , 2022, The Lancet Respiratory Medicine.

[8]  Nancy Xiaonan Yu,et al.  Patterns of Perceived Harms and Benefits of the COVID-19 Outbreak in Hong Kong Adults: A Latent Profile Analysis , 2022, International journal of environmental research and public health.

[9]  T. Lam,et al.  A Population Study on COVID-19 Information Sharing: Sociodemographic Differences and Associations with Family Communication Quality and Well-Being in Hong Kong , 2022, International journal of environmental research and public health.

[10]  Dian Kristiani Irawaty,et al.  Family Resilience during COVID-19 Pandemic: A Literature Review , 2021, Family journal.

[11]  E. Lau,et al.  Pandemic fatigue impedes mitigation of COVID-19 in Hong Kong , 2021, Proceedings of the National Academy of Sciences of the United States of America.

[12]  Cody Ding,et al.  Latent Profile Analysis , 2018 .

[13]  T. Lam,et al.  Associations of Delay in Doctor Consultation With COVID-19 Related Fear, Attention to Information, and Fact-Checking , 2021, Frontiers in Public Health.

[14]  Patrícia Silva,et al.  Home confinement and mental health problems during the Covid-19 pandemic among the population aged 50 and older: A gender perspective , 2021, SSM - Population Health.

[15]  I. Lurie,et al.  The Fear of COVID-19 Familial Infection Scale: Development and Initial Psychometric Examination , 2021, Measurement and Evaluation in Counseling and Development.

[16]  A. Metin,et al.  The Relationship Between Fear of COVID-19 and Depression, Anxiety, and Stress , 2021, European Psychologist.

[17]  C. S. Sanluang,et al.  COVID-19: Factors associated with psychological distress, fear, and coping strategies among community members across 17 countries , 2021, Globalization and Health.

[18]  S. M. Carlson,et al.  Family resilience and psychological distress in the COVID-19 pandemic: A mixed methods study. , 2021, Developmental psychology.

[19]  Jerry Chih-Yuan Sun,et al.  Comparing technology acceptance of AR-based and 3D map-based mobile library applications: a multigroup SEM analysis , 2021, Interact. Learn. Environ..

[20]  Renato Frey,et al.  Fear and anxiety in the face of COVID-19: Negative dispositions towards risk and uncertainty as vulnerability factors , 2021, Journal of Anxiety Disorders.

[21]  B. Cowling,et al.  Community psychological and behavioural responses to coronavirus disease 2019 over one year of the pandemic in 2020 in Hong Kong , 2021, Scientific Reports.

[22]  R. Alaggia,et al.  A scoping review on psychosocial consequences of pandemics on parents and children: Planning for today and the future , 2021, Children and Youth Services Review.

[23]  T. Lam,et al.  Fear of COVID-19 and its associations with perceived personal and family benefits and harms in Hong Kong , 2021, Translational behavioral medicine.

[24]  Xiaoqian Jia,et al.  Prevalence of mental health problems during the COVID-19 pandemic: A systematic review and meta-analysis , 2020, Journal of Affective Disorders.

[25]  Jung Jae Lee,et al.  Association of Individual Health Literacy with Preventive Behaviours and Family Well-Being during COVID-19 Pandemic: Mediating Role of Family Information Sharing , 2020, International journal of environmental research and public health.

[26]  Benjamin J Cowling,et al.  Clustering and superspreading potential of SARS-CoV-2 infections in Hong Kong , 2020, Nature Medicine.

[27]  Tathagata Acharya,et al.  “The COVID-19 Pandemic and its Effect on Mental Health in USA – A Review with Some Coping Strategies” , 2020, Psychiatric Quarterly.

[28]  C. Yen,et al.  Confidence in coping with COVID‐19 and its related factors among the public in Taiwan , 2020, Psychiatry and clinical neurosciences.

[29]  R. McIntyre,et al.  Impact of COVID-19 pandemic on mental health in the general population: A systematic review , 2020, Journal of Affective Disorders.

[30]  Sherman A. Lee,et al.  Fear and Psychopathology During the COVID-19 Crisis: Neuroticism, Hypochondriasis, Reassurance-Seeking, and Coronaphobia as Fear Factors , 2020, Omega.

[31]  John A Updegraff,et al.  Associations Between Fear of COVID-19, Mental Health, and Preventive Behaviours Across Pregnant Women and Husbands: An Actor-Partner Interdependence Modelling , 2020, International Journal of Mental Health and Addiction.

[32]  M. Luo,et al.  The psychological and mental impact of coronavirus disease 2019 (COVID-19) on medical staff and general public – A systematic review and meta-analysis , 2020, Psychiatry Research.

[33]  M. Benros,et al.  COVID-19 pandemic and mental health consequences: Systematic review of the current evidence , 2020, Brain, Behavior, and Immunity.

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

[35]  D. Fido,et al.  Functional Fear Predicts Public Health Compliance in the COVID-19 Pandemic , 2020, International Journal of Mental Health and Addiction.

[36]  J. Castaldelli-Maia,et al.  The outbreak of COVID-19 coronavirus and its impact on global mental health , 2020, The International journal of social psychiatry.

[37]  Esther Cohen,et al.  Creating “a Safe Haven”: Emotion-Regulation Strategies Employed by Mothers and Young Children Exposed to Recurrent Political Violence , 2019, Journal of child & adolescent trauma.

[38]  M. Ungar,et al.  Resilience and mental health: how multisystemic processes contribute to positive outcomes. , 2019, The lancet. Psychiatry.

[39]  Xiaotian Liu,et al.  Adaptation of the two-item generalized anxiety disorder scale (GAD-2) to Chinese rural population: A validation study and meta-analysis. , 2019, General hospital psychiatry.

[40]  Bernadine Brady,et al.  A MIXED-METHODS STUDY , 2019 .

[41]  J. Gagné Literature Review , 2018, Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine.

[42]  M. Delgado-Rodríguez,et al.  Systematic review and meta-analysis. , 2017, Medicina intensiva.

[43]  L. A. Newland,et al.  Family well-being, parenting, and child well-being: Pathways to healthy adjustment , 2015 .

[44]  M. Okano,et al.  Cohort Study , 2020, Definitions.

[45]  N. Epstein,et al.  Therapy with Families in China: Cultural Factors Influencing the Therapeutic Alliance and Therapy Goals , 2014 .

[46]  G. Sprang,et al.  Posttraumatic Stress Disorder in Parents and Youth After Health-Related Disasters , 2013, Disaster Medicine and Public Health Preparedness.

[47]  G. Leung,et al.  Perspectives on family health, happiness and harmony (3H) among Hong Kong Chinese people: a qualitative study. , 2012, Health education research.

[48]  Yves Rosseel,et al.  lavaan: An R Package for Structural Equation Modeling , 2012 .

[49]  E. Mohammadi,et al.  Barriers and facilitators related to the implementation of a physiological track and trigger system: A systematic review of the qualitative evidence , 2017, International journal for quality in health care : journal of the International Society for Quality in Health Care.

[50]  S. Stewart,et al.  Screening for depression with the Patient Health Questionnaire-2 (PHQ-2) among the general population in Hong Kong. , 2011, Journal of affective disorders.

[51]  G. Patton,et al.  Early age alcohol use and later alcohol problems in adolescents: individual and peer mediators in a bi-national study. , 2011, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

[52]  P. Muris,et al.  Children's fear reactions to the 2009 Swine Flu pandemic: the role of threat information as provided by parents. , 2011, Journal of anxiety disorders.

[53]  B. Löwe,et al.  An ultra-brief screening scale for anxiety and depression: the PHQ-4. , 2009, Psychosomatics.

[54]  F. Schmidt Meta-Analysis , 2008 .

[55]  C. Carver,et al.  Self-regulatory processes, stress, and coping. , 2008 .

[56]  R. Baker,et al.  A POPULATION-BASED CROSS-SECTIONAL STUDY , 2008 .

[57]  C. Tang,et al.  Psychosocial Factors Influencing the Practice of Preventive Behaviors Against the Severe Acute Respiratory Syndrome Among Older Chinese in Hong Kong , 2005, Journal of aging and health.

[58]  C. Staritz,et al.  A Gender Perspective , 2004 .

[59]  S. Hobfoll The Influence of Culture, Community, and the Nested-Self in the Stress Process: Advancing Conservation of Resources Theory , 2001 .

[60]  K. Scherer,et al.  Appraisal processes in emotion: Theory, methods, research. , 2001 .

[61]  P. Cardon,et al.  A qualitative study. , 2001 .

[62]  J. R. Scotti,et al.  Available From , 1973 .

[63]  M. Allen,et al.  A Meta-Analysis of Fear Appeals: Implications for Effective Public Health Campaigns , 2000, Health education & behavior : the official publication of the Society for Public Health Education.

[64]  F. Strack,et al.  "Mood contagion": the automatic transfer of mood between persons. , 2000, Journal of personality and social psychology.

[65]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[66]  L. A. Pervin Handbook of Personality: Theory and Research , 1992 .

[67]  P. Bentler,et al.  Comparative fit indexes in structural models. , 1990, Psychological bulletin.

[68]  Kenneth A. Bollen,et al.  Total, Direct, and Indirect Effects in Structural Equation Models , 1987 .

[69]  D. A. Kenny,et al.  The moderator-mediator variable distinction in social psychological research: conceptual, strategic, and statistical considerations. , 1986, Journal of personality and social psychology.

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

[71]  R. Lazarus,et al.  Stress-Related Transactions between Person and Environment , 1978 .