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Matthews TA, Shao H, Forster M, Kim I. Associations of adverse childhood experiences with depression and anxiety among children in the United States: Racial and ethnic disparities in mental health. J Affect Disord 2024; 362:645-651. [PMID: 39029666 DOI: 10.1016/j.jad.2024.07.121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 06/29/2024] [Accepted: 07/16/2024] [Indexed: 07/21/2024]
Abstract
OBJECTIVE To assess associations of ACEs with depression and anxiety, with special emphasis on potential racial and ethnic disparities. METHOD Data were from the National Survey of Children's Health (NSCH), 2021-2022, a large, cross-sectional, nationally representative, population-based study of United States children aged 0-17. The associations of cumulative ACEs with depression and anxiety among 104,205 children and adolescents were assessed via multivariable logistic regression, including adjustment for age, sex, race, household income, and parental educational attainment. RESULTS ACEs were associated with depression and anxiety in a linear, dose-dependent manner. After adjustment for covariates, compared to no ACE exposures, participants with exposures to one, two, and three ACEs exhibited significantly higher odds of depression (fully-adjusted ORs and 95 % CIs = 2.18 [2.03, 2.35], 4.95 [4.55, 5.39], and 11.39 [10.18, 12.75], respectively). For anxiety, compared to no ACEs exposures, participants with exposure to one, two, and three ACEs had significantly higher odds of anxiety (fully-adjusted ORs and 95 % CIs = 1.90 [1.81, 2.00], 3.66 [3.44, 3.90], and 6.91 [6.30, 7.58], respectively). Notably, stratified analyses indicated potential effect modification by race, wherein the associations of ACEs with depression and anxiety were strongest in Black and White participants. CONCLUSION ACEs were robustly associated with depression and anxiety in a national sample of U.S. children and adolescents, with differential impacts of ACES on mental health observed across racial and ethnic groups. These findings underscore the need for urgent government and healthcare interventions and policies to ameliorate ACEs' health effects, especially among disproportionately impacted minority groups.
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Affiliation(s)
- Timothy A Matthews
- Department of Environmental and Occupational Health, California State University, Northridge, United States of America
| | - Hongshan Shao
- Department of Educational Psychology and Counseling, California State University, Northridge, United States of America
| | - Myriam Forster
- Department of Health Sciences, California State University, Northridge, United States of America
| | - Isak Kim
- Department of Counseling, University of Nebraska Omaha, United States of America.
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Marini A, Farmakopoulou I, Dritsas I, Gkintoni E. Clinical Signs and Symptoms of Anxiety Due to Adverse Childhood Experiences: A Cross-Sectional Trial in Adolescents. Healthcare (Basel) 2024; 12:1515. [PMID: 39120218 PMCID: PMC11311440 DOI: 10.3390/healthcare12151515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Revised: 06/12/2024] [Accepted: 07/29/2024] [Indexed: 08/10/2024] Open
Abstract
BACKGROUND Adverse Childhood Experiences (ACEs) are linked to the development of anxiety in adolescence. According to recent studies, the COVID-19 pandemic represents a novel ACE that is associated with anxiety among adolescents. This study investigates the relationship between ACEs, COVID-19, and anxiety in adolescents. METHODS A cross-sectional study was conducted using a community sample of 248 boys and girls ages 12 to 15 years (mean = 13.50 years) from five high schools in Eastern Attica. A total of four questionnaires were used: (1) Demographic Questionnaire, (2) State-Trait Anxiety Inventory for Children-STAIC, (3) Adverse Childhood Experiences Scale, and (4) COVID-19 Impact Scale. RESULTS The results demonstrated a moderate association between the total number of ACEs and anxiety (trait and state) in adolescence (trait anxiety: ρ = 0.37, p < 0.001; state anxiety: ρ = 0.29, p < 0.001). Girls scored significantly higher than boys on both trait anxiety (U = 4353, p < 0.001; mean difference = 5.5) and state anxiety (U = 5822.5, p = 0.014; mean difference = 2). The number of ACEs was found to be significantly related to the impact of COVID-19 (β = 0.025, p < 0.001). CONCLUSIONS This study highlights the significant link between ACEs and increased anxiety in adolescents, which is further exacerbated by the COVID-19 pandemic. The findings indicate that girls are more affected than boys. These results emphasize the need for targeted mental health interventions to enhance coping mechanisms, reduce stress, and address anxiety in adolescents, particularly during global crises like the pandemic. Developing such programs is essential for supporting the mental well-being of youth facing multiple stressors.
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Affiliation(s)
| | - Ignatia Farmakopoulou
- Department of Education and Social Work, University of Patras, 26504 Patras, Greece; (I.F.); (I.D.)
| | - Ioannis Dritsas
- Department of Education and Social Work, University of Patras, 26504 Patras, Greece; (I.F.); (I.D.)
| | - Evgenia Gkintoni
- Department of Psychiatry, University General Hospital of Patras, 26504 Patras, Greece
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Alcaraz M, Pierce H, Eggum ND, Nuño-Gutiérrez BL, Ghimire D. A cross-cultural examination of adverse childhood experiences in low-and middle-income countries and their relation with adolescent educational aspirations. CHILD ABUSE & NEGLECT 2024; 152:106756. [PMID: 38531287 PMCID: PMC11175623 DOI: 10.1016/j.chiabu.2024.106756] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 03/04/2024] [Accepted: 03/14/2024] [Indexed: 03/28/2024]
Abstract
BACKGROUND Adverse Childhood Experiences (ACEs) are potentially traumatic events that occur before the age of 18. Researchers have examined the negative associations between adversity and adolescent and adult outcomes, such as education and physical health. However, research on ACEs, and their association with other outcomes in non-western contexts is sparse. OBJECTIVE The present study aims to increase our understanding of the prevalence of ACEs - and their association with educational aspirations - in low- and middle-income country contexts. PARTICIPANTS AND SETTING We utilize data from the Family Migration and Early Life Outcomes (FAMELO) project, a multi-site survey project that collected data from families in historically high-migration contexts. ACEs and educational aspirations were measured in children aged 11 to17 years in Mexico (n = 853), Mozambique (n = 651), and Nepal (n = 1180). METHODS We use Poisson regressions to examine the prevalence of ACEs in multiple cultures, and then use multinomial logistic regressions to examine whether ACEs are associated with educational aspirations, as a practical application of the utility of the ACEs framework in cross-cultural contexts. RESULTS Our results suggest that adolescents in Mozambique have a higher average number of ACEs (2.7) than adolescents in Mexico (1.4) and Nepal (1.3). Female adolescents reported fewer ACEs, while socioeconomic vulnerabilities (low-income and low parental education) were associated with higher exposure to ACEs, with differences by country. Lastly, ACEs were associated with lower educational aspirations in Mexico and Nepal. CONCLUSIONS Our study attempted to heed the call of many scholars who have pushed for an expansion of research on ACEs in non-western, low- and middle-income country contexts.
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Long T, Murphy A, Elbarazi I, Ismail-Allouche Z, Horen N, Masuadi E, Trevithick C, Arafat C. Prevalence of adverse childhood experiences and their cumulative impact associated lifetime health outcomes in the Emirate of Abu-Dhabi, United Arab Emirates. CHILD ABUSE & NEGLECT 2024; 151:106734. [PMID: 38484508 DOI: 10.1016/j.chiabu.2024.106734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/13/2023] [Revised: 02/09/2024] [Accepted: 03/04/2024] [Indexed: 04/06/2024]
Abstract
BACKGROUND Adverse Childhood Experiences have been associated with poor health outcomes later in life. OBJECTIVE The objective of the study was to determine the relationship between cumulative ACEs, risky health behaviors, chronic diseases, and mental health among a large-scale sample from the Emirate of Abu Dhabi. PARTICIPANTS AND SETTING A retrospective cross-sectional study was performed with 922 participants over the age of 18, living in Abu Dhabi. METHODS The Adverse Childhood Experiences International Questionnaire (ACE-IQ) was used to assess ACEs, alongside a survey of adult health outcomes, mental health outcomes, and risk-taking behaviors. RESULTS Logistic regression models examined the association between retrospective ACEs and these outcomes. The respondents reported an average of 1.74 ACEs. The most prevalent ACEs were household violence, parental death or divorce, and community violence. The accumulation of ACEs significantly predicts increases in the risk of a variety of adult-onset health morbidities, all measured mental health morbidities, and all measured risk-taking behaviors, with evidence of thresholds of ACE accumulation dictating risk. CONCLUSIONS The baseline presence of ACEs among this Abu Dhabi sample, along with the associated risks of physical and mental health morbidities, and risk-taking behaviors play a significant role in understanding the extent, nature, and associated sequalae of ACEs in this population; providing nuanced context for early intervention. Our findings will inform the planning and implementation of specific prevention and awareness raising programs while promoting safe environments where children are healthy and can thrive.
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Affiliation(s)
- Toby Long
- Georgetown University, Center for Child and Human Development, Box 571485, Washington, DC 20007, USA.
| | - Anthony Murphy
- School of Psychology, University of Birmingham, Edgbaston, Birmingham B15 2TT, United Kingdom
| | - Iffat Elbarazi
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, United Arab Emirates
| | | | - Neal Horen
- Georgetown University, Center for Child and Human Development, Box 571485, Washington, DC 20007, USA
| | - Emad Masuadi
- Institute of Public Health, College of Medicine and Health Sciences, United Arab Emirates University, United Arab Emirates
| | - Claire Trevithick
- Georgetown University, Center for Child and Human Development, Box 571485, Washington, DC 20007, USA
| | - Cairo Arafat
- Early Childhood Authority, Abu Dhabi, United Arab Emirates
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Alhowaymel FM, Alzahrani NS, Alharbi HF, Almarwani AM. Healthcare providers screening for childhood abuse among adult patients in Saudi Arabia: A cross-sectional study. J Nurs Scholarsh 2023; 55:1154-1163. [PMID: 36965172 DOI: 10.1111/jnu.12897] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 02/25/2023] [Accepted: 03/06/2023] [Indexed: 03/27/2023]
Abstract
INTRODUCTION Childhood abuse could potentially cause negative health consequences later in life, where they influence individuals' physiological, psychological, and behavioral health. Screening for ACEs is not widely incorporated during routine primary healthcare. The information about past childhood abuse screening among adult patients is elusive. The aim of the study was to investigate healthcare providers (HCPs) practices, skills, attitudes, and perceived barriers related to past childhood abuse screening among adult patients in Saudi Arabia. DESIGN Cross-sectional study. METHODS Data were collected from healthcare facilities in the Riyadh and Madinah regions of Saudi Arabia using a self-reported questionnaire. RESULTS A total of 126 HCPs completed the survey. Less than one-third of the HCPs reported routinely (usually or always) screening for childhood abuse. HCPs were more concerned that they would offend their patients by examining history of adversities. HCP practice location, the extent to which they think it is part of their responsibilities to screen for history of adversities, and their self-reported of adverse childhood experiences were significantly associated with screening practices for childhood abuse. Four perceived barriers were significantly associated with HCP screening. CONCLUSION Screening for past adversities is vital for identifying childhood trauma among the public; therefore, we might participate in reducing childhood trauma and further controlling consequences in the future. Developing a screening form for childhood abuse or adversities and providing this form in healthcare settings are appropriate at this stage. CLINICAL RELEVANCE Early screening for ACEs is recommended, which prioritizes health promotion and disease prevention. It is highly needed to increase HCP awareness toward childhood abuse, screening for it, and reflection on it.
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Affiliation(s)
- Fahad M Alhowaymel
- Department of Nursing, College of Applied Medical Sciences, Shaqra University, Shaqra, Saudi Arabia
| | - Naif S Alzahrani
- Department of Medical Surgical Nursing, College of Nursing, Taibah University, Medina, Saudi Arabia
| | - Hanan F Alharbi
- Department of Maternity and Child Health Nursing, College of Nursing, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Abdulaziz M Almarwani
- Department of Psychiatric Nursing, College of Nursing, Taibah University, Medina, Saudi Arabia
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Matthews TA, Li J. Adverse Childhood Experiences, Social Isolation, Job Strain, and Cardiovascular Disease Mortality in U.S. Older Employees. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1304. [PMID: 37512115 PMCID: PMC10383992 DOI: 10.3390/medicina59071304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 07/10/2023] [Accepted: 07/13/2023] [Indexed: 07/30/2023]
Abstract
Stress is a key driver of cardiovascular disease (CVD), yet the contribution of psychosocial stressors to the development of CVD has not been systematically examined in United States (U.S.) populations. The objective of this study was to assess prospective associations of adverse childhood experiences (ACEs), social isolation, and job strain with CVD mortality. Data were from the large, nationally representative, population-based Health and Retirement Study (HRS). ACEs, social isolation and job strain were assessed using validated survey instruments at baseline between 2006-2008, and death information was followed up through 2018. Cox proportional hazards regression models were used to examine prospective associations of ACEs, social isolation, and job strain with CVD mortality among 4046 older employees free from CVD at baseline. During 42,149 person-years of follow-up time, 59 death cases of CVD were reported. After adjustment for covariates, ACEs and job strain were significantly associated with increased risk of CVD mortality (aHR and 95% CI = 3.67 [1.59, 8.48] and 2.24 [1.21, 4.11], respectively), whereas social isolation demonstrated an inflated but nonsignificant association (aHR and 95% CI = 1.62 [0.72, 3.66]). These findings highlight the role of psychosocial exposures as novel and clinically relevant risk factors for CVD.
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Affiliation(s)
- Timothy A Matthews
- Department of Environmental Health Sciences, Fielding School of Public Health, University of California Los Angeles, 650 Charles E. Young Drive South, Los Angeles, CA 90095, USA
| | - Jian Li
- Department of Environmental Health Sciences, Fielding School of Public Health, University of California Los Angeles, 650 Charles E. Young Drive South, Los Angeles, CA 90095, USA
- School of Nursing, University of California Los Angeles, 650 Charles E. Young Drive South, Los Angeles, CA 90095, USA
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Horino M, Abu-Rmeileh NME, Yang W, Albaik S, Al-Khatib L, Seita A. Exploring the link between adverse childhood experiences and mental and physical health conditions in pregnant Palestine refugee women in Jordan. Public Health 2023; 220:179-186. [PMID: 37331220 DOI: 10.1016/j.puhe.2023.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2022] [Revised: 03/14/2023] [Accepted: 05/06/2023] [Indexed: 06/20/2023]
Abstract
OBJECTIVES Adverse childhood experiences (ACEs) are linked to negative pregnancy outcomes. However, little is known about the prevalence of ACEs and their relationship to mental and health outcomes among pregnant Palestine refugee women. STUDY DESIGN This was a cross-sectional study. METHODS Data were collected from 772 pregnant Palestine refugee women with a median (interquartile range) age of 27 (23, 32) years, attending five antenatal clinics in Jordan between February and June 2021. The modified 33-item ACE International Questionnaire was used to assess eight domains of ACEs: (1) marriage and family, (2) relationship with parents, (3) neglect, (4) household dysfunction/domestic violence, (5) abuse, (6) peer violence, (7) community violence, and (8) collective violence. Multivariate logistic regression was used to examine the association between ACEs and mental and health outcomes. The ethical approval was obtained from United Nations Relief and Works Agency for Palestine Refugees in the Near East (UNRWA) Research Review Board in May 2020. RESULTS Eighty-eight percent of women experienced at least one type of ACE, and 26% of women experienced ≥4 types of ACEs. Compared with women with 0-3 types of ACE exposure, those with ≥4 types of ACEs had 1.58 (95% confidence interval [CI] 1.10-2.28) times higher prevalence of obesity before pregnancy, 3.28 (95% CI 1.79-6.03) times higher prevalence of depression during pregnancy, and 2.01 (95% CI 1.39-2.91) times higher prevalence of ever been smoking cigarettes or hookah. CONCLUSIONS Exposure to ACEs is prevalent among pregnant Palestine refugee women. Exposure to multiple types of ACEs was associated with obesity, mental health conditions, and smoking.
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Affiliation(s)
- M Horino
- United Nations Relief and Works Agency for Palestine Refugees in the Near East, Department of Health, Headquarters Amman, Jordan; Center for Human Nutrition, Department of International Health and Sight and Life Global Research Institute, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.
| | - N M E Abu-Rmeileh
- Institute of Community and Public Health, Birzeit University, Birzeit, Palestine
| | - W Yang
- School of Public Health, University of Nevada, Reno, USA
| | - S Albaik
- United Nations Relief and Works Agency for Palestine Refugees in the Near East, Department of Health, Headquarters Amman, Jordan
| | - L Al-Khatib
- United Nations Relief and Works Agency for Palestine Refugees in the Near East, Department of Health, Headquarters Amman, Jordan
| | - A Seita
- United Nations Relief and Works Agency for Palestine Refugees in the Near East, Department of Health, Headquarters Amman, Jordan
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Norton EO, Hailemeskel R, Bravo AJ, Pilatti A, Kaimner D, Conway CC, Mezquita L, Hogarth L. Childhood Traumatic Experiences and Negative Alcohol-Related Consequences in Adulthood: A Cross-Cultural Examination of Distress Tolerance and Drinking to Cope. Subst Use Misuse 2023; 58:804-811. [PMID: 36935590 PMCID: PMC10124750 DOI: 10.1080/10826084.2023.2188563] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/21/2023]
Abstract
Background: Prior research has established that Adverse Childhood Experiences (ACEs) predict harmful alcohol use outcomes. However, underlying mechanisms that could explain these associations are less clear. The present study examined if ACEs are indirectly related to alcohol negative consequences through their associations with distress tolerance and drinking to cope. Method: A sample of 3,763 (71.9% female) college students who drink alcohol from seven countries (U.S., Argentina, Canada, Uruguay, Spain, South Africa, and England) completed online surveys. Path analysis was performed within the whole sample testing the serial unique associations between ACEs→distress tolerance→drinking to cope→negative alcohol-related consequences. Multi-group analysis was performed to determine if the proposed pathways were invariant across gender and countries. Results: Both distress tolerance and drinking to cope uniquely accounted for the relationship between ACEs and negative alcohol-related consequences. Additionally, a significant double-mediation effect was found illustrating that a higher endorsement of ACEs was associated with lower distress tolerance, which in turn was associated with higher drinking to cope, which in turn was associated with more negative alcohol-related consequences. These effects were invariant across countries and gender groups. Conclusions: These findings provide support for the relevance of distress tolerance and coping motives as potential factors in linking ACEs to problematic alcohol use across nations. Our data are consistent with the idea that intervening on distress tolerance and drinking motives could mitigate downstream alcohol-related consequences related to ACEs in college student populations around the world.
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Affiliation(s)
| | | | | | - Angelina Pilatti
- Universidad Nacional de Córdoba, Facultad de Psicología, Instituto de Investigaciones Psicológicas, IIPsi, CONICET. Córdoba, Argentina
| | - Debra Kaimner
- Department of Psychology, University of Cape Town, South Africa
| | | | - Laura Mezquita
- Department of Basic and Clinical Psychology and Psychobiology, Universitat Jaume I, Castelló de la Plana, Castellón, Spain
| | - Lee Hogarth
- School of Psychology, University of Exeter, United Kingdom
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Alhowaymel FM, Kalmakis KA, Chiodo LM, Kent NM, Almuneef M. Adverse Childhood Experiences and Chronic Diseases: Identifying a Cut-Point for ACE Scores. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:1651. [PMID: 36674405 PMCID: PMC9863315 DOI: 10.3390/ijerph20021651] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Revised: 12/30/2022] [Accepted: 01/12/2023] [Indexed: 06/17/2023]
Abstract
Adverse Childhood Experiences (ACEs) contribute to many negative physiological, psychological, and behavioral health consequences. However, a cut-point for adverse childhood experience (ACE) scores, as it pertains to health outcomes, has not been clearly identified. This ambiguity has led to the use of different cut-points to define high scores. The aim of this study is to clarify a cut-point at which ACEs are significantly associated with negative chronic health outcomes. To accomplish this aim, a secondary analysis using data from a cross-sectional study was conducted. The Adverse Childhood Experiences-International Questionnaire (ACE-IQ) was used for data collection. Descriptive statistics, nonparametric regression, and logistic regression analyses were performed on a sample of 10,047 adults. Data from demographic and self-report health measures were included. The results showed that a cut-point of four or more ACEs was significantly associated with increased rates of chronic disease. Participants with at least one chronic disease were almost 3 times more likely (OR = 2.8) to be in the high ACE group. A standardized cut-point for ACE scores will assist in future research examining the impact of high ACEs across cultures to study the effect of childhood experiences on health.
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Affiliation(s)
- Fahad M. Alhowaymel
- Department of Nursing, College of Applied Medical Sciences, Shaqra University, Shaqra 11911, Saudi Arabia
| | - Karen A. Kalmakis
- Elaine Marieb College of Nursing, University of Massachusetts Amherst, Amherst, MA 01003, USA
| | - Lisa M. Chiodo
- Elaine Marieb College of Nursing, University of Massachusetts Amherst, Amherst, MA 01003, USA
| | - Nicole M. Kent
- Elaine Marieb College of Nursing, University of Massachusetts Amherst, Amherst, MA 01003, USA
| | - Maha Almuneef
- College of Medicine, King Saud bin Abdulaziz University for Health Sciences, Riyadh 14611, Saudi Arabia
- King Abdullah International Medical Research Center, Riyadh 11481, Saudi Arabia
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Tang J, Wang J, Pei Y, Dereje SB, Chen Q, Yan N, Luo Y, Wang Y, Wang W. How adverse and benevolent childhood experiences influence depression and suicidal ideation in Chinese undergraduates: a latent class analysis. Environ Health Prev Med 2023; 28:17. [PMID: 36823044 PMCID: PMC9989774 DOI: 10.1265/ehpm.22-00242] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2023] Open
Abstract
BACKGROUND There has been minimal research on the role of benevolent childhood experiences (BCEs) and how such events may offer protection from the insidious effects of adverse childhood experiences (ACEs) or later in life. OBJECTIVES This research aims to learn how BCEs and ACEs interact to affect adolescents' psychological distress. METHODS Cross-sectional survey was conducted in three cities (Xuzhou, Nanjing, and Wuhan) in China from March 2021 to May 2021. Latent class analysis (LCA) was used to classify the patterns of ACEs and BCEs. We adopted hierarchical multivariable regression to examine the influences of ACEs and BCEs on depression and suicidal ideation. RESULTS To explore the relationship between childhood experience and suicidal ideation and depression, LCA revealed three patterns of ACEs: (1) emotional abuse (10.57%); (2) high ACEs (0.55%); and (3) low ACEs classes (88.88%). Adolescents with emotional abuse (depression: OR = 3.82, 95%CI = 2.80-5.22, P < 0.001; suicidal ideation: OR = 5.766, 95%CI = 3.97-8.38, P < 0.001) and high ACEs class (suicidal ideation: OR = 5.93, 95%CI = 1.19-29.66, P < 0.05) had an increased risk of psychological distress (reference: low ACEs). LCA revealed four patterns of BCEs: (1) relationship support (14.54%); (2) low BCEs (4.85%); (3) high BCEs (55.34%); and (4) high quality of life classes (25.28%). Adolescents with a high quality of life (depression: OR = 0.09, 95%CI = 0.05-0.16, P < 0.001; suicidal ideation: OR = 0.22, 95%CI = 0.12-0.40, P < 0.001) and high BCEs (depression: OR = 0.05, 95%CI = 0.03-0.09, P < 0.001; suicidal ideation: OR = 0.15, 95%CI = 0.09-0.26, P < 0.001) protected the mental health of adolescents (reference: low BCEs). CONCLUSIONS High ACEs and emotional abuse classes were significantly associated with poorer mental health symptoms, including suicidal ideation and depression. In contrast, high BCEs and high quality of life classes were associated with better mental health. These findings point out that it is more necessary to identify and support victims of ACEs, and it is urgent to increase BCEs in early childhood.
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Affiliation(s)
- Jie Tang
- School of Public Health, Xuzhou Medical University
| | | | - Yifei Pei
- School of Public Health, Xuzhou Medical University
| | | | - Qian Chen
- School of Public Health, Xuzhou Medical University
| | - Na Yan
- School of Public Health, Xuzhou Medical University
| | - Yunjiao Luo
- School of Public Health, Xuzhou Medical University
| | - Yuhao Wang
- School of Public Health, Xuzhou Medical University
| | - Wei Wang
- School of Public Health, Xuzhou Medical University.,Key Laboratory of Human Genetics and Environmental Medicine, Xuzhou Medical University.,Engineering Research Innovation Center of Biological Data Mining and Healthcare Transformation, Xuzhou Medical University
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Bhui K, Shakoor S, Mankee-Williams A, Otis M. Creative arts and digitial interventions as potential tools in prevention and recovery from the mental health consequences of adverse childhood experiences. Nat Commun 2022; 13:7870. [PMID: 36550111 PMCID: PMC9772595 DOI: 10.1038/s41467-022-35466-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 12/05/2022] [Indexed: 12/24/2022] Open
Affiliation(s)
- Kamaldeep Bhui
- grid.4991.50000 0004 1936 8948Department of Psychiatry, Nuffield Department of Primary Care Health Sciences and Wadham College at the University of Oxford. Oxford Health and East London NHS Foundation Trusts. World Psychiatric Association Collaborating Centre, Oxford, UK ,grid.4868.20000 0001 2171 1133Centre for Psychiatry and Mental Health, Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | - Sania Shakoor
- grid.4868.20000 0001 2171 1133Centre for Psychiatry and Mental Health, Wolfson Institute of Population Health, Queen Mary University of London, London, UK
| | | | - Michaela Otis
- grid.7445.20000 0001 2113 8111Imperial College; North West London Applied Research Collaborative, London, UK
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Alhowaymel FM, Alenezi A. Adverse Childhood Experiences and Health in Rural Areas of Riyadh Province in Saudi Arabia: A Cross-Sectional Study. Healthcare (Basel) 2022; 10:2502. [PMID: 36554025 PMCID: PMC9777989 DOI: 10.3390/healthcare10122502] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2022] [Revised: 12/04/2022] [Accepted: 12/08/2022] [Indexed: 12/14/2022] Open
Abstract
Adverse childhood experiences (ACEs) and their consequences are a worldwide problem. ACEs are primary stressors that have a long-term impact on the body and mind during development. They are linked to a variety of chronic illnesses in adults. Information about ACEs and health and risk behaviors is scarce among rural populations. The study aimed to examine ACEs, chronic diseases, and risk behaviors, as well as to explore the relationship between them and number of sociodemographic factors among adults living in rural areas in Riyadh Province, Saudi Arabia. A cross-sectional design and a convenience sampling method were utilized to collect information. A self-reported questionnaire, including an ACEs questionnaire as well as direct health and risk behaviors questions, was used. In total, 68.2% of the respondents reported at least one ACE, and 34.2% reported four or more ACEs. Emotional and physical abuse were the most reported forms. Hypertension and chronic respiratory disease were the most reported chronic diseases. Depression and anxiety were associated with ACEs, indicating that those who reported four or more ACEs were more likely to develop depression and anxiety. ACEs contribute to many negative health outcomes; thus, identifying the prevalence of ACEs among the rural population is essential for future health-related actions. It is also important that chronic diseases and risk behaviors be specifically identified among the rural population in order to prioritize these actions. Future research should further investigate ACEs and other determinants of health among the rural population, taking into consideration the inclusion of more diverse people, such as older adults and those from other rural areas.
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Affiliation(s)
- Fahad M. Alhowaymel
- Department of Nursing, College of Applied Medical Sciences, Shaqra University, Shaqra 11911, Saudi Arabia
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Adulthood Psychosocial Disadvantages and Risk of Hypertension in U.S. Workers: Effect Modification by Adverse Childhood Experiences. Life (Basel) 2022; 12:life12101507. [PMID: 36294941 PMCID: PMC9604677 DOI: 10.3390/life12101507] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 09/22/2022] [Accepted: 09/24/2022] [Indexed: 11/16/2022] Open
Abstract
Hypertension is a key driver of cardiovascular diseases. However, how stressors contribute to the development of hypertension remains unclear. The objective of this study was to examine prospective associations of adverse childhood experiences (ACEs) and adulthood psychosocial disadvantages (APDs) with incident hypertension. Data were from the Mid-life in the United States (MIDUS) study, a national, population-based, prospective cohort study. ACEs were examined via retrospective reports, and APDs including work stress and social isolation were assessed using survey measures. Incident hypertension was defined based on self-reported physician diagnosis. Baseline data were collected in 1995, with follow-up in 2004-2006 and 2013-2014. Cox proportional hazards regression was applied to assess prospective associations of ACEs and APDs with incident hypertension in 2568 workers free from hypertension at baseline. After adjustment for covariates, baseline APDs were associated with increased incident hypertension (aHR and 95% CI = 1.48 [1.09, 2.01]) during a 20-year follow-up, whereas ACEs showed null associations. Moreover, a moderating effect by ACEs was observed-the effect of APDs on risk of hypertension was stronger when ACEs were present (aHR and 95% CI = 1.83 [1.17, 2.86]). These findings underscore the importance of psychosocial stressors as nontraditional risk factors of cardiometabolic disorders.
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Moonen X, Festen D, Bakker-van Gijsel E, Vervoort-Schel J. A Dutch Perspective on Two Health Related Issues Regarding Children and Adolescents with Intellectual Disabilities. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:11698. [PMID: 36141966 PMCID: PMC9517279 DOI: 10.3390/ijerph191811698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 09/13/2022] [Accepted: 09/14/2022] [Indexed: 06/16/2023]
Abstract
In this opinion article, we want to inspire readers by highlighting recent Dutch developments about two important health related issues regarding the quality of life of children and adolescents with intellectual disabilities. Firstly we focus on the prevention, treatment and reduction of (disability-related) somatic and psychological problems by specialized physicians for people with intellectual disabilities. Secondly, we emphasize the importance of the prevention of adverse childhood experiences and the promotion of protective and compensatory experiences. Subsequently, we stress the need for trauma informed care to support children and adolescents with intellectual disabilities who encounter adverse events. A specialized and multidisciplinary approach is advised as is the need for promoting healthy (family) relations with a focus on (co)regulation and connection as a basis for recovery.
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Affiliation(s)
- Xavier Moonen
- Ben Sajet Center, Zwanenburgwal 206, 1011 JH Amsterdam, The Netherlands
- Department of Child Development and Education, University of Amsterdam, 1018 WS Amsterdam, The Netherlands
- Koraal Center of Expertise, De Hondsberg, Hondsberg 5, 5062 JT Oisterwijk, The Netherlands
| | - Dederieke Festen
- Erasmus MC, University Medical Center Rotterdam, Postbus 2040, 3000 CA Rotterdam, The Netherlands
| | | | - Jessica Vervoort-Schel
- Ben Sajet Center, Zwanenburgwal 206, 1011 JH Amsterdam, The Netherlands
- Department of Child Development and Education, University of Amsterdam, 1018 WS Amsterdam, The Netherlands
- Koraal Center of Expertise, De Hondsberg, Hondsberg 5, 5062 JT Oisterwijk, The Netherlands
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Vu TH, Bishop J, McGill L, Valmadrid L, Golden S, Emmerling D, Saeugling S. Using systems-mapping to address Adverse Childhood Experiences (ACEs) and trauma: A qualitative study of stakeholder experiences. PLoS One 2022; 17:e0273361. [PMID: 35980992 PMCID: PMC9387783 DOI: 10.1371/journal.pone.0273361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 08/08/2022] [Indexed: 11/18/2022] Open
Abstract
Adverse childhood experiences (ACEs) and trauma have been linked to decreased psychosocial and physiological health functioning. While various individual and community-level interventions to address ACEs have been reported, one novel approach that has not been explored in detail is a community-engaged causal loop diagramming project, or systems mapping project (SMP), in which diverse stakeholders work together to document the forces that are creating the outcomes and patterns within the community. To better document and understand the impact of participation in an SMP, we conducted in-depth, qualitative interviews with 16 stakeholders who were involved in a systems-mapping process facilitated by a local nonprofit in Eastern North Carolina. We used an iterative, content analysis coding process to generate and analyze themes from these interviews. Three major themes emerged: 1) Recognition and understanding of own trauma, 2) Trauma as both a community issue and an individual issue, and 3) Systems-mapping as a conceptual tool with practical benefits. All participants strongly recommended the systems-mapping approach to other communities and believed that it is a valuable tool for empowerment and provided several considerations for future organizers of similar systems-mapping projects. Our findings suggest that systems mapping is a feasible, transferable, and promising modality for understanding and addressing ACEs at the individual, interpersonal, and community-levels, as well as for putting community voices at the forefront of efforts to address ACEs.
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Affiliation(s)
- Thi Hoang Vu
- Department of Social and Behavioral Sciences, Yale School of Public Health, Yale University, New Haven, Connecticut, United States of America
| | - Jared Bishop
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Leigh McGill
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Luke Valmadrid
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Shelley Golden
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Dane Emmerling
- Department of Health Behavior, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, North Carolina, United States of America
| | - Seth Saeugling
- Rural Opportunity Institute (ROI), Housed at Area L AHEC, Rocky Mount, North Carolina, United States of America
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AlHemyari AH, Al‐Zamil NA, Shaikh AY, Al‐Eidi DA, Al‐Dahlan HW, Al‐Shamekh SS. Prevalence of adverse childhood experiences and their relationship to mental and physical illnesses in the Eastern Region of Saudi Arabia. Brain Behav 2022; 12:e2668. [PMID: 35762088 PMCID: PMC9304840 DOI: 10.1002/brb3.2668] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 04/13/2022] [Accepted: 05/23/2022] [Indexed: 12/02/2022] Open
Abstract
INTRODUCTION Adverse childhood experiences (ACEs) are widely prevalent and interrelated. They affect multiple domains of health while having a dose-response effect. These effects are biologically plausible, where ACEs are found to be highly associated with physical and mental comorbidities. OBJECTIVES The study aimed to measure the magnitude of ACE and its relationship to mental and physical illnesses in the Eastern Region of Saudi Arabia by assessing its prevalence. MATERIALS AND METHODS This was a retrospective cohort study that took place in the Eastern Region of Saudi Arabia in 2020. SETTING It was applied to a population-based, random adult sample from both genders, different educational levels and socioeconomic statuses. PARTICIPANTS Those who were 19 years old and above and living in the Eastern region were included. Everyone under the age of 19, those not currently living in the Eastern Region, and those who did not complete the questionnaire were excluded. RESULTS The total sample size was 611 respondents, but after applying the exclusion criteria, 507 respondents were included. Most participants were females (65.1%). The mean age of the participants was 29.7 years, with a standard deviation of 11.2 years. Regarding educational level, 69.6% were college/university graduates. Most study respondents (81.8%) were exposed to four or more types of ACEs, with emotional neglect being the most common type (82.2%). Having four or more ACEs increases the risk of having physical illnesses compared to those with only one. Furthermore, female respondents who had four or more ACEs had the highest likelihood of having depressed mood (Adjusted odds ratio [AOR] = 1.04; 95% confidence interval [CI] = 1.0-1.07), stress (AOR = 2.8; 95% CI = 1.11-7.3), and insomnia (AOR = 1.04, 95% CI = 1.01-1.07). CONCLUSION Our study showed that in the Eastern Region, ACEs are highly prevalent and are associated with an increased risk of mental and physical illness.
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Affiliation(s)
| | | | - Ahad Yasir Shaikh
- Department of psychiatry, Imam Abdulrahman Bin Faisal UniversityDammamSaudi Arabia
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Adverse childhood experiences and adulthood mental health: a cross-cultural examination among university students in seven countries. CURRENT PSYCHOLOGY 2022. [DOI: 10.1007/s12144-022-02978-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Brindle RC, Pearson A, Ginty AT. Adverse childhood experiences (ACEs) relate to blunted cardiovascular and cortisol reactivity to acute laboratory stress: A systematic review and meta-analysis. Neurosci Biobehav Rev 2022; 134:104530. [PMID: 35031343 DOI: 10.1016/j.neubiorev.2022.104530] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 12/08/2021] [Accepted: 01/09/2022] [Indexed: 12/24/2022]
Abstract
Adverse childhood experiences (ACEs) are associated with poor future mental and physical health. Altered biological reactivity to mental stress may be a possible mechanism linking ACEs to poor health. However, it is not clear if ACEs relate to blunted or exaggerated stress reactivity. This meta-analysis aimed to determine whether exposure to ACEs is associated with cardiovascular and cortisol stress reactivity. A systematic review yielded 37 sources. Random-effects modelling tested the aggregate effects of 83 studies of the association between ACEs and stress reactivity. Exposure to ACEs was associated with relatively blunted cardiovascular and cortisol stress reactivity. Effect sizes did not vary as a function of sample sex or reactivity measure (e.g., heart rate, blood pressure, or cortisol). Meta-regression revealed preliminary evidence of greater blunting in samples of a younger age and samples reporting greater ACE exposure. Subgroup analyses for stress task, ACE measurement instrument, and sample race were not conducted because of a lack of between-study variability. Exposure to ACEs is associated with dysregulation of multiple components of the human stress response system.
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Affiliation(s)
- Ryan C Brindle
- Department of Cognitive and Behavioral Science, Washington and Lee University, Lexington, VA, United States; Neuroscience Program, Washington and Lee University, Lexington, VA, United States.
| | - Alexandra Pearson
- Department of Cognitive and Behavioral Science, Washington and Lee University, Lexington, VA, United States
| | - Annie T Ginty
- Department of Psychology and Neuroscience, Baylor University, Waco, TX, United States
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Wang P, Kelifa MO, Yu B, Yang Y. Classes of childhood adversities and their associations to the mental health of college undergraduates: a nationwide cross-sectional study. Environ Health Prev Med 2021; 26:73. [PMID: 34273939 PMCID: PMC8286578 DOI: 10.1186/s12199-021-00993-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 06/25/2021] [Indexed: 11/25/2022] Open
Abstract
Background Childhood adversities pose deleterious consequences on health and well-being, but limited studies explore whether unique patterns of adverse childhood experiences (ACEs) impact the mental health of emerging adults and the mediating role of current stressful events (CSEs). This study examined classes of ACEs and how they relate to CSEs, psychological distress, and subjective well-being among Eritrean College undergraduates. Methods Cross-sectional data on ACEs, CSEs, symptoms of psychological distress, and subjective well-being were collected from a national sample of college students (N = 507). We identified ACE patterns using latent class analysis and further examined whether CSEs mediated the effects of ACE classes on psychological distress and subjective well-being. Results 86.4% of the sample experienced at least one ACE. Collective violence, domestic violence, and physical abuse were the most common ACEs. Three subgroups, low ACEs (66.3%), household violence (19.1%), and multiple ACEs (14.6%) were identified. We found that relative to low ACEs, household violence (β = 0.142, 95% CI 0.046, 0.248) and multiple ACEs (β = 0.501, 95% CI 0.357, 0.666) indirectly influenced psychological distress through CSEs, and CSEs mediated the relationships between household violence (β = −0.096, 95% CI −0.176, −0.033), multiple ACEs (β = −0.338, 95% CI −0.498, −0.210), and subjective well-being. However, there were nonsignificant relative direct effects of ACE patterns on both psychological distress and subjective well-being. Conclusions Experiencing multiple ACEs and household violence in conjunction with CSEs significantly predict psychological distress and subjective well-being. Contextual interventions for the early identification of ACEs and the management of CSEs may play a crucial role in the prevention of mental health problems. Supplementary Information The online version contains supplementary material available at 10.1186/s12199-021-00993-7.
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Affiliation(s)
- Peigang Wang
- School of Health Sciences, Wuhan University, 115 Donghu Road, Wuhan City, 430071, Hubei Province, China
| | - Mohammedhamid Osman Kelifa
- School of Health Sciences, Wuhan University, 115 Donghu Road, Wuhan City, 430071, Hubei Province, China.,Orotta College of Medicine and Health Sciences, Asmara, Meakel, Eritrea
| | - Bin Yu
- Department of Surgery, Duke University, Durham, NC, 27710, USA
| | - Yinmei Yang
- School of Health Sciences, Wuhan University, 115 Donghu Road, Wuhan City, 430071, Hubei Province, China.
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LeMasters K, Bates LM, Chung EO, Gallis JA, Hagaman A, Scherer E, Sikander S, Staley BS, Zalla LC, Zivich PN, Maselko J. Adverse childhood experiences and depression among women in rural Pakistan. BMC Public Health 2021; 21:400. [PMID: 33632175 PMCID: PMC7905421 DOI: 10.1186/s12889-021-10409-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 02/08/2021] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND Adverse Childhood Experiences (ACEs) are a common pathway to adult depression. This pathway is particularly important during the perinatal period when women are at an elevated risk for depression. However, this relationship has not been explored in South Asia. This study estimates the association between ACEs and women's (N = 889) depression at 36 months postpartum in rural Pakistan. METHOD Data come from the Bachpan Cohort study. To capture ACEs, an adapted version of the ACE-International Questionnaire was used. Women's depression was measured using both major depressive episodes (MDE) and depressive symptom severity. To assess the relationship between ACEs and depression, log-Poisson models were used for MDE and linear regression models for symptom severity. RESULTS The majority (58%) of women experienced at least one ACE domain, most commonly home violence (38.3%), followed by neglect (20.1%). Women experiencing four or more ACEs had the most pronounced elevation of symptom severity (β = 3.90; 95% CL = 2.13, 5.67) and MDE (PR = 2.43; 95% CL = 1.37, 4.32). Symptom severity (β = 2.88; 95% CL = 1.46, 4.31), and MDE (PR = 2.01; 95% CL = 1.27, 3.18) were greater for those experiencing community violence or family distress (β = 2.04; 95%; CL = 0.83, 3.25) (PR = 1.77; 95% CL = 1.12, 2.79). CONCLUSIONS Findings suggest that ACEs are substantively distinct and have unique relationships to depression. They signal a need to address women's ACEs as part of perinatal mental health interventions and highlight women's lifelong experiences as important factors to understanding current mental health. TRIAL REGISTRATION NCT02111915 . Registered 11 April 2014. NCT02658994 . Registered 22 January 2016. Both trials were prospectively registered.
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Affiliation(s)
- Katherine LeMasters
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, McGavran-Greenberg Hall, CB# 7435, Chapel Hill, NC, 27599, USA.
- Carolina Population Center, Chapel Hill, North Carolina, USA.
| | - Lisa M Bates
- Department of Epidemiology,Mailman School of Public Health, Columbia University Medical Center, 722 West 168th Street, New York, NY, 10032, USA
| | - Esther O Chung
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, McGavran-Greenberg Hall, CB# 7435, Chapel Hill, NC, 27599, USA
- Carolina Population Center, Chapel Hill, North Carolina, USA
| | - John A Gallis
- Department of Biostatistics and Bioinformatics, Duke University, 2424 Erwin Road, Durham, NC, 27705, USA
- Duke Global Health Institute, Duke University, Durham, North Carolina, USA
| | - Ashley Hagaman
- Department of Social and Behavioral Sciences, Yale School of Public Health, Yale University, 135 College St., Suite 200, Room 230, New Haven, CT, 06510, USA
| | - Elissa Scherer
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, McGavran-Greenberg Hall, CB# 7435, Chapel Hill, NC, 27599, USA
- RTI International, 3040 E Cornwallis Rd, Durham, NC, 27709, USA
| | - Siham Sikander
- Human Development Research Foundation, H 06, Street 55, Sector F-7/4, Islamabad, 44000, Pakistan
- Health Services Academy, Islamabad, Pakistan
| | - Brooke S Staley
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, McGavran-Greenberg Hall, CB# 7435, Chapel Hill, NC, 27599, USA
| | - Lauren C Zalla
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, McGavran-Greenberg Hall, CB# 7435, Chapel Hill, NC, 27599, USA
| | - Paul N Zivich
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, McGavran-Greenberg Hall, CB# 7435, Chapel Hill, NC, 27599, USA
- Carolina Population Center, Chapel Hill, North Carolina, USA
| | - Joanna Maselko
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, McGavran-Greenberg Hall, CB# 7435, Chapel Hill, NC, 27599, USA
- Carolina Population Center, Chapel Hill, North Carolina, USA
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