Elsevier

Child Abuse & Neglect

Volume 58, August 2016, Pages 129-140
Child Abuse & Neglect

Research article
Examining the independent protective effect of subjective well-being on severe psychological distress among Canadian adults with a history of child maltreatment

https://doi.org/10.1016/j.chiabu.2016.06.017Get rights and content

Abstract

The purpose of this study was to examine the independent protective effect of subjective well-being on severe psychological distress among adult Canadians with a history of child maltreatment. Data for this study were obtained from the 2012 Canadian Community Health Survey-Mental Health (CCHS-MH). A sample of 8126 respondents aged 20–69 years old who experienced at least one child maltreatment event was analyzed using binary logistic regression with severe psychological distress as the outcome variable. Of the 8126 respondents with a history of child maltreatment, 3.9% experienced severe psychological distress within the past month. Results from the multivariate logistic regression revealed that emotional and psychological well-being each had a significant effect on severe psychological distress. For each unit increase in emotional well-being, the odds of a respondent having severe psychological distress were predicted to decrease by a factor of 28% and for each unit increase in psychological well-being, the odds of a respondent having severe psychological distress were predicted to decrease by a factor of 10%, net the effect of demographic, socioeconomic, and health factors. Other factors associated with psychological distress included: younger age, poor self-perceived physical health, and chronic condition. Having post-secondary education, having a higher income, and being non-White predicted lower odds of severe psychological distress. Although, child maltreatment is associated with stressful life events later in adulthood, subjective well-being could serve as a protective factor against severe psychological distress among adults who experienced maltreatment when they were children.

Introduction

Child maltreatment is a public health concern that has preoccupied the attention of researchers and policy makers in the field of social work and public health. Child maltreatment has been defined as “any physical and/or emotional ill-treatment, sexual abuse, neglect or negligent treatment or commercial or other exploitation, resulting in actual or potential harm to the child's health, survival, development or dignity” (WHO Consultation on Child Abuse Prevention, 1999, as cited in Runyan, Wattam, Ikeda, Hassan, & Ramiro, 2002, p. 59). Although the literature has focused on physical abuse, sexual abuse, emotional abuse (also referred to as psychological abuse), and neglect, scholars have also recently considered exposure to intimate partner violence (IPV) as a form of child maltreatment (see e.g., Miller, Howell, & Graham-Bermann, 2012). Recent estimates from Ontario, Canada show that exposure to IPV represented close to half (48%) of all substantiated child maltreatment investigations conducted by child protection services (CPS) workers in 2013 (Fallon et al., 2015).

Various studies have documented the long-term health consequences of child maltreatment. Many of these studies have found a history of child maltreatment to be associated with poor academic performance (Leiter, 2007, Shonk and Cicchetti, 2001), attention deficit-hyperactivity disorder (ADHD; Fuller-Thomson, Mehta, & Valeo, 2014), health behaviours such as alcohol use, smoking, and obesity (Anne Lown et al., 2011, Min et al., 2013, Norman et al., 2012, Rohde et al., 2008, Shin and Miller, 2012, Taha et al., 2014), and chronic conditions such as diabetes, lung cancer, and cardiovascular disease (Brown et al., 2010, Fuller-Thomson et al., 2010, Goodwin and Stein, 2004). Maltreated individuals have also been found to be at increased risk of experiencing poor physical health (Wegman & Stetler, 2009), as well as mental health problems, such as troubled sleep, major depressive disorder, general anxiety disorder, and suicide-related behaviours (Baiden et al., 2015, Maniglio, 2010, Nanni et al., 2014, Norman et al., 2012, Reiser et al., 2014).

Others have also observed severe psychological distress (SPD) among individuals with a history of maltreatment (see e.g., McPhie, Weiss, & Wekerle, 2014). SPD presents a significant burden to individuals, their families, and society. It can lead to functional impairment, increased absenteeism, loss of productivity, interpersonal and family conflict (Hilton et al., 2009, Norén et al., 2007), poor quality of life (Atkins, Naismith, Luscombe, & Hickie, 2013), suicide-related behaviours (Williams & Hasking, 2010), as well as substance use and poor mental health (Geisner et al., 2004, Leung et al., 2012).

It should be mentioned that the majority of studies that examined individuals who have experienced child maltreatment relied on self-assessment. For instance, Baiden et al. (2015) assessed troubled sleep based on self-report, Fuller-Thomson et al. (2014) assessed ADHD based on self-report, Goodwin and Stein (2004) assessed diabetes by means of self-report, and Reiser et al. (2014) assessed suicidal behaviours based on self-report. Other studies assessed health and mental health problems using standardized questionnaires. For example, McPhie et al. (2014) assessed psychological distress using the Global Severity Index (GSI) of the Brief Symptom Inventory (BSI). In addition, Shonk and Cicchetti (2001) assessed academic performance using a number of standardized instruments including the Teacher's Checklist of Children's Peer Relationships and Social Skills, the Teacher's Rating Scale of Child's Classroom Orientation, and the Child Behavior Checklist – Teacher's Report Form (CBCL-TRF). Also, Brown et al. (2010) assessed lung cancer using discharge records. Irrespective of the method of assessment, the literature has consistently found that child maltreatment experiences are associated with long-term, adverse effects on health and mental health in adulthood.

According to the 2002 Canadian Mental Health and Well-Being Survey, 3.7% of men and 5.9% of women aged 15 years and over reported having symptoms that met the criteria for a major depressive episode within the previous 12 months (Government of Canada, 2006). Three out of four (75.5%) of these individuals reported that their mental health interfered with their daily lives (Government of Canada, 2006). Lim, Jacobs, Ohinmaa, Schopflocher, and Dewa (2008) estimated the economic burden of SPD and mental illness in Canada in 2003 to be 51 billion dollars in direct and indirect costs. However, the extant literature has shown that through social support, self and social acceptance, and personal growth, some individuals who experienced trauma and stressful life events are able to develop certain protective factors against various life stressors and mental health problems (Howell and Buro, 2015, Marum et al., 2014). Subjective well-being (SWB) is one of such protective factors that scholars have identified as a buffer for the adverse effects of trauma and stressful life events on health and mental health problems.

The effect of SWB on health and mental health has been receiving increasing research attention (see e.g., Argyle, 2001, Marum et al., 2014, Seligman, 2012). Subjective well-being is often defined as consisting of the sum of affective and cognitive components and typically consists of people's emotional responses and an overall assessment of life satisfaction (Deiner, Suh, Lucas, & Smith, 1999). Some researchers have found that SWB improves with age (Argyle, 2001, Deiner et al., 1999). However, using data on individuals from 72 countries across the world from the General Social Survey of the United States, the Eurobarometer Surveys, and the World Value Survey, Blanchflower and Oswald (2008) found that SWB follows a U-shaped distribution over the life course. Controlling for gender, marital status, level of education, and annual income, they found that a typical individual's SWB is high early in life, reaches its lowest level in middle age (typically mid to late forties), and then rises again late in adulthood. One explanation offered was that, mental distress tends to reach its peak in middle age. Middle age is also the period in life where individuals come to the realization that many of the life goals and aspirations they had in their youth may not have be attained (Blanchflower & Oswald, 2008).

An impressive body of literature has found SWB to be an important concept in understanding various health related qualities of life (see e.g., Keyes, 2002, Keyes et al., 2012, Keyes and Simoes, 2012, Lyubomirsky and Layous, 2013, Oishi et al., 2010, Seligman, 2012). Meta-analyses and systematic reviews have also found similar results (see e.g., Pressman and Cohen, 2005, Sin and Lyubomirsky, 2009). A comprehensive meta-analysis performed by Lyubomirsky, King, and Diener (2005) on the benefits of SWB found that individuals with higher SWB are more likely to report better health, both physically and mentally. All these studies vary in complexity with respect to the methodological design and population examined. However, to the best of our knowledge, there is no study in Canada that has examined the contributory effect of SWB on SPD among adults with a history of maltreatment.

Although previous literature has consistently found many negative and long-term effects of child maltreatment on an individual's functioning (e.g., Norman et al., 2012), not all individuals who experience child maltreatment experience negative outcomes. Some individuals are resilient (Grych et al., 2015, Hurd and Zimmerman, 2010, Masten, 2001). Masten, Best, and Garmezy (1990) defined resilience as “the process of, capacity for, or outcome of successful adaptation despite challenging or threatening circumstances” (p. 425). Similarly, Fergus and Zimmerman (2005) defined resilience as “the process of overcoming the negative effects of risk exposure, coping successfully with traumatic experiences, and avoiding the negative trajectories associated with risks” (p. 399). In regard to interpersonal violence, Grych et al. (2015) identified a framework, the Resilience Portfolio Model, to explain resilience for victims of violence. The model proposes that an individual's resilience portfolio, which consists of their resources (e.g., supportive relationships and environmental factors) and assets (i.e., regulatory, interpersonal, and meaning-making strengths), predicts their response to experiences of violence. Examining resilience among individuals who have experienced child maltreatment is particularly important, as it will help in identifying specific protective factors to promote resilience among individuals who have experienced child maltreatment and decrease their likelihood of experiencing negative life outcomes later in adulthood (Grych et al., 2015).

The extant literature has identified an association between SWB, which is a measure of an individual's assets and strengths, and better physical and mental health. In line with the Resilience Portfolio Model, SWB may act as a protective factor against the negative and long-term effects of child maltreatment. To examine the protective role of SWB, the present study builds on past research by examining the independent protective effect of SWB on SPD among adult Canadians with a history of child maltreatment. In line with the Resilience Portfolio Model, it was hypothesized that controlling for demographic, socioeconomic, and health factors, there would be a significant inverse association between SWB and SPD.

Section snippets

Data

This study is based on data from the 2012 Canadian Community Health Survey-Mental Health (CCHS-MH) public use microdata files (PUMF) provided by Statistics Canada. Detailed description of the objectives and methodology, including sampling techniques, population excluded, and response rates of the 2012 CCHS-MH, have been provided in previous publications (Baiden et al., 2015) and are also available from the Statistics Canada's website at //www23.statcan.gc.ca/imdb/p2SV.pl?Function=getSurvey%26SDDS=5015

Descriptive statistics

Results from Table 1 indicate the general distribution of the variables examined in this study. Of the 8126 respondents examined, 45.7% experienced one child maltreatment event, 22% experienced two child maltreatment events, 15.8% experienced three child maltreatment events, and 16.0% experienced four or more child maltreatment events. A little over four out of five respondents (82%) were slapped in the face, hit, or spanked by an adult, 43.8% were pushed, grabbed, or shoved, 21.4% were

Discussion

This study examined the independent protective effect of subjective well-being on SPD among adult Canadians with a history of child maltreatment. The study has some important findings contributing to child maltreatment literature. We found monthly prevalence of SPD to be 3.9% among respondents with a history of child maltreatment. This proportion is comparable to what has been found among the general adult population in Canada (Government of Canada, 2006). Studies from other jurisdictions that

Acknowledgements

This research was supported in part by Joseph-Armand Bombardier Canada Graduate Scholarship-Doctoral Award through Social Sciences and Humanities Research Council (SSHRC) of Canada awarded to the first author. This research was based on data collected by Statistics Canada. The views and opinions expressed in this paper are those of the authors and do not represent the views of Statistics Canada.

References (87)

  • K. Sakurai et al.

    The impact of subjective and objective social status on psychological distress among men and women in Japan

    Social Science & Medicine

    (2010)
  • S.H. Shin et al.

    A longitudinal examination of childhood maltreatment and adolescent obesity: Results from the national longitudinal study of adolescent health (AddHealth) study

    Child Abuse & Neglect

    (2012)
  • F. Taha et al.

    Childhood maltreatment and the persistence of smoking: A longitudinal study among adults in the US

    Child Abuse & Neglect

    (2014)
  • C.E. Agaibi et al.

    Trauma, PTSD, and resilience: A review of the literature

    Trauma, Violence & Abuse

    (2005)
  • E. Anne Lown et al.

    Child physical and sexual abuse: A comprehensive look at alcohol consumption patterns, consequences, and dependence from the national alcohol survey

    Alcoholism: Clinical and Experimental Research

    (2011)
  • M. Argyle

    The psychology of happiness

    (2001)
  • J. Atkins et al.

    Psychological distress and quality of life in older persons: Relative contributions of fixed and modifiable risk factors

    BMC Psychiatry

    (2013)
  • D.M. Barnes et al.

    Racial differences in depression in the United States: How do subgroup analyses inform a paradox?

    Social Psychiatry and Psychiatric Epidemiology

    (2013)
  • D. Berridge

    Theory and explanation in child welfare: Education and looked-after children

    Child and Family Social Work

    (2007)
  • G.A. Bonanno

    Loss, trauma, and human resilience: Have we underestimated the human capacity to thrive after extremely aversive events?

    Psychological Trauma: Theory, Research, Practice, and Policy

    (2008)
  • R.H. Bradley et al.

    Socioeconomic status and child development

    Annual Review of Psychology

    (2002)
  • J. Breslau et al.

    Specifying race-ethnic differences in risk for psychiatric disorder in a USA national sample

    Psychological Medicine

    (2006)
  • D.W. Brown et al.

    Adverse childhood experiences are associated with the risk of lung cancer: A prospective cohort study

    BMC Public Health

    (2010)
  • A.N. Bryant et al.

    The relation between frequency of binge drinking and psychological distress among older adult drinkers

    Journal of Aging and Health

    (2013)
  • L.L. Carstensen et al.

    Taking time seriously: A theory of socioemotional selectivity

    American Psychologist

    (1999)
  • S.D. Cochran et al.

    Prevalence of mental disorders, psychological distress, and mental health services use among lesbian, gay, and bisexual adults in the United States

    Journal of Consulting and Clinical Psychology

    (2003)
  • J. Cohen et al.

    Applied multiple regression/correlation analysis for the behavioral sciences

    (2013)
  • S. Cohen et al.

    Stress, social support, and the buffering hypothesis

    Psychological Bulletin

    (1985)
  • E. Deiner et al.

    Subjective well-being: Three decades of progress

    Psychological Bulletin

    (1999)
  • C.G. Ellison et al.

    Religious involvement, stress, and mental health: Findings from the 1995 Detroit Area Study

    Social Forces

    (2001)
  • B. Fallon et al.

    Ontario incidence study of reported child abuse and neglect-2013 (OIS-2013)

    (2015)
  • S. Fergus et al.

    Adolescent resilience: A framework for understanding healthy development in the face of risk

    Annual Review of Public Health

    (2005)
  • Y. Fukuda et al.

    Influences of income and employment on psychological distress and depression treatment in Japanese adults

    Environmental Health and Preventive Medicine

    (2012)
  • E. Fuller-Thomson et al.

    Establishing a link between attention deficit disorder/attention deficit hyperactivity disorder and childhood physical abuse

    Journal of Aggression, Maltreatment & Trauma

    (2014)
  • I.M. Geisner et al.

    The relationship among alcohol use, related problems, and symptoms of psychological distress: Gender as a moderator in a college sample

    Addictive Behaviors

    (2004)
  • H. Gilmour

    Positive mental health and mental illness

    Health Reports

    (2014)
  • R.D. Goodwin et al.

    Association between childhood trauma and physical disorders among adults in the United States

    Psychological Medicine

    (2004)
  • Government of Canada

    The human face of mental health and mental illness in Canada, 2006

    (2006)
  • J. Grych et al.

    The Resilience Portfolio Model: Understanding healthy adaptation in victims of violence

    Psychology of Violence

    (2015)
  • D.L. Hahs-Vaughn

    A primer for using and understanding weights with national datasets

    Journal of Experimental Education

    (2005)
  • C.P. Heppenstall et al.

    Impacts of the emergency mass evacuation of the elderly from residential care facilities after the 2011 Christchurch earthquake

    Disaster Medicine and Public Health Preparedness

    (2013)
  • T.I. Herrenkohl et al.

    A prospective investigation of the relationship between child maltreatment and indicators of adult psychological well-being

    Violence and Victims

    (2012)
  • T.D. Hill et al.

    Victimization in early life and mental health in adulthood: An examination of the mediating and moderating influences of psychosocial resources

    Journal of Health and Social Behavior

    (2010)
  • Cited by (9)

    • Association of childhood physical and sexual abuse with arthritis in adulthood: Findings from a population-based study

      2021, Preventive Medicine Reports
      Citation Excerpt :

      One factor that has been identified as contributing to chronic disease is psychosocial stress, which may lead to elevated stress hormones and contribute to inflammatory processes (Cohen et al., 2012; Deighton et al., 2018; Miller et al., 2002). In fact, adverse childhood experiences (ACEs) which include household adversity (e.g., parental incarceration or mental illness), abuse (physical, sexual, emotional), neglect, and separation from caregivers (Felitti et al., 1998) have been found to increase the risk of experiencing mental illness and chronic health conditions later on in life (Afifi et al., 2016; Baiden et al., 2016; Cañizares et al., 2008; Deighton et al., 2018; Dube et al., 2009; Felitti et al., 1998). Cohort studies have also found an association between ACEs and mental health outcomes (Chandan et al., 2019a, 2019b, 2019c, 2020b; Lee et al., 2020; Mersky et al., 2013, 2018), substance use (Baiden et al., 2014; Ganson et al., 2021), cardiovascular diseases (Chandan et al., 2020c; Rafiq et al., 2020), asthma (Panisch et al., 2021), chronic pain (Stickley et al., 2015), and somatic and visceral pain syndromes (Chandan et al., 2019c).

    View all citing articles on Scopus
    View full text