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Ye Z, Li X, Lang H, Fang Y. Income inequality and depressive symptoms among Chinese adults: a quasi-experimental study. Public Health 2024; 226:58-65. [PMID: 38007842 DOI: 10.1016/j.puhe.2023.10.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 10/08/2023] [Accepted: 10/25/2023] [Indexed: 11/28/2023]
Abstract
OBJECTIVE There is a lack of causal evidence on the impact of income inequality on depressive symptoms. The impact of China's Targeted Poverty Alleviation (TPA) policy on depressive symptoms is also unclear. Using a quasi-experimental design, this study aims to investigate the causal effects of TPA and income inequality on depressive symptoms among Chinese adults. STUDY DESIGN This is a population-based study. METHODS Three waves (2012, 2016, and 2018) of the China Family Panel Studies (CFPS), a nationally representative sample of China, were included in this study. We performed difference-in-difference (DID) models to assess the effect of TPA and income inequality on depressive symptoms. We further conducted the mixed effect models to examine the impact of income inequality on depressive symptoms. The study considered a range of spatial factors and spatial splines to address spatial autocorrelations. RESULTS This study included valid measures of depressive symptoms (Center for Epidemiologic Studies Depression Scale [CES-D-8] score) from 14,442 adults of CFPS. The DID results indicated that at the provincial level, the CES-D-8 score of the TPA treatment group was on average 0.570 (95% confidence interval [CI]: 0.358-0.783) less than the control group. Furthermore, a 0.1 increase in Gini index would lead to a 0.256 (95% CI: 0.064-0.448) increase in CES-D-8 score. The mixed effect model showed that income inequality was a risk factor for depressive symptoms at the provincial level (excess risk = 5.602% [95% CI: 3.047%-8.219%]). CONCLUSIONS Our findings suggest that income inequality adversely affects mental health, but China's Targeted Poverty Alleviation improves the mental health of the Chinese population.
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Affiliation(s)
- Z Ye
- State Key Laboratory of Molecular Vaccine and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China; Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China
| | - X Li
- State Key Laboratory of Molecular Vaccine and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China; Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China
| | - H Lang
- State Key Laboratory of Molecular Vaccine and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China; Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China
| | - Y Fang
- State Key Laboratory of Molecular Vaccine and Molecular Diagnostics, School of Public Health, Xiamen University, Xiamen, China; Key Laboratory of Health Technology Assessment of Fujian Province, School of Public Health, Xiamen University, Xiamen, China; National Institute for Data Science in Health and Medicine, Xiamen University, Xiamen, China.
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Benny C, Patte KA, Veugelers PJ, Senthilselvan A, Leatherdale ST, Pabayo R. A Longitudinal Study of Income Inequality and Mental Health Among Canadian Secondary School Students: Results From the Cannabis, Obesity, Mental Health, Physical Activity, Alcohol, Smoking, and Sedentary Behavior Study (2016-2019). J Adolesc Health 2023; 73:70-78. [PMID: 37031091 DOI: 10.1016/j.jadohealth.2023.01.028] [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: 07/11/2022] [Revised: 01/17/2023] [Accepted: 01/25/2023] [Indexed: 04/10/2023]
Abstract
PURPOSE Depression and anxiety among adolescents are major public health concerns. Findings indicate that income inequality was associated with increased risk for depression and anxiety among adolescents; however, this has not been tested longitudinally. We aim to quantify the longitudinal association between income inequality and depression and anxiety among Canadian adolescents. METHODS We used longitudinal data on 21,141 students from three waves (2016/17-2018/19) of the Cannabis, Obesity, Mental health, Physical activity, Alcohol, Smoking, and Sedentary behavior (COMPASS) school-based study. Multilevel modeling was used to assess the association between census division (CD)-level income inequality and depressive and anxiety symptoms and odds for depression and anxiety over time. RESULTS Across CDs, the mean Gini coefficient was 0.37 (range: 0.30, 0.46). Attending schools in CDs with higher levels of income inequality was associated with higher depressive scores (ß = 0.08; 95% confidence interval [CI] = 0.02, 0.14) and an increased odds for depression (odds ratio = 1.55, 95% CI = 1.06, 2.28) over time. Income inequality was not significantly associated with anxiety symptoms or experiencing anxiety over time. Additional analyses showed that income inequality was associated with higher depressive scores among females (ß = 0.10; 95% CI = 0.01, 0.18) and males (ß = 0.08, 95% CI = 0.01, 0.15) and for anxiety scores among females (ß = 0.13, 95% CI = 0.04, 0.22), but not among males (ß = -0.01, 95% CI = -0.09, 0.06). DISCUSSION Findings from this study indicated that income inequality is associated with depression over time among adolescents. This study highlights key points of intervention for the prevention of mental illness in adolescents.
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Affiliation(s)
- Claire Benny
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada.
| | - Karen A Patte
- Department of Health Sciences, Brock University, Ontario, Canada
| | - Paul J Veugelers
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | | | - Scott T Leatherdale
- School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Roman Pabayo
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
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Benny C, Smith BT, Hyshka E, Senthilselvan A, Veugelers PJ, Pabayo R. Investigating the association between income inequality in youth and deaths of despair in Canada: a population-based cohort study from 2006 to 2019. J Epidemiol Community Health 2022; 77:jech-2022-219630. [PMID: 36323502 DOI: 10.1136/jech-2022-219630] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 10/15/2022] [Indexed: 11/05/2022]
Abstract
BACKGROUND Deaths due to suicide, drug overdose and alcohol-related liver disease, collectively known as 'deaths of despair', have been markedly increasing since the early 2000s and are especially prominent in young Canadians. Income inequality has been linked to this rise in deaths of despair; however, this association has not yet been examined in a Canadian context, nor at the individual level or in youth. The study objective was to examine the association between income inequality in youth and deaths of despair among youth over time. METHODS We conducted a population-based longitudinal study of Canadians aged 20 years or younger using data from the Canadian Census Health and Environment Cohorts. Baseline data from the 2006 Canadian Census were linked to the Canadian Vital Statistics Database up to 2019. We employed multilevel survival analysis models to quantify the association between income inequality in youth and time-to deaths of despair. RESULTS The study sample included 1.5 million Canadians, representing 7.7 million Canadians between the ages of 0 and 19 at baseline. Results from the weighted, adjusted multilevel survival models demonstrated that income inequality was associated with an increased hazard of deaths of despair (adjusted HR (AHR) 1.35; 95% CI 1.04 to 1.75), drug overdose (AHR 2.38; 95% CI 1.63 to 3.48) and all-cause deaths (AHR 1.10; 95% CI 1.04 to 1.18). Income inequality was not significantly associated with suicide deaths (AHR 1.23, 95% CI 0.93 to 1.63). CONCLUSION The results show that higher levels of income inequality in youth are associated with an increased hazard of all-cause death, deaths of despair and drug overdose in young Canadians. This study is the first to reveal the association between income inequality and deaths of despair in youth and does so using a population-based longitudinal cohort involving multilevel data. The results of this study can inform policies related to income inequality and deaths of despair in Canada.
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Affiliation(s)
- Claire Benny
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Brendan T Smith
- Public Health Ontario, Toronto, Ontario, Canada
- University of Toronto Dalla Lana School of Public Health, Toronto, Ontario, Canada
| | - Elaine Hyshka
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
- Inner City Health and Wellness Program, Royal Alexandra Hospital, Edmonton, Alberta, Canada
| | | | - Paul J Veugelers
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Roman Pabayo
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
- Centre for Healthy Communities, University of Alberta School of Public Health, Edmonton, Alberta, Canada
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Eklund Karlsson L, Balkfors A, Gunnarsdottir H, Povlsen L, Regber S, Buch Mejsner S, Leena Ikonen A, Fosse E. Are universal measures sufficient in reducing child poverty in the Nordic countries? An analysis of policies and political commitments. Scand J Public Health 2022; 50:892-902. [PMID: 35815562 DOI: 10.1177/14034948221109694] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND The five Nordic countries (Denmark, Finland, Iceland, Norway and Sweden) have long traditions of social welfare policies that have eradicated poverty as part of their goals. The purpose of this study was to increase our understanding of why child poverty is still significant in the Nordic countries despite existing strategies. METHODS A qualitative analysis of Nordic government documents and reports between 2007 and 2019 was carried out to track changes in public health priorities and political measures and to determine the similarities and differences between the five countries. RESULTS In all countries, most of the measures were universal, such as benefits during pregnancy, paid parental leave before and after the child was born, paid parental leave related to children's sickness, child allowances, day care, free health care for children and support for disabled children. National policies aimed to reduce social inequalities and child poverty exist in all five countries, but unaffordable housing, unequal disposable family income distribution and unequal income distribution at local municipality levels seem to be obstacles to reaching national policy goals. CONCLUSIONS Despite comprehensive universal measures to eradicate child poverty, inequalities are significant and increasing in some of the Nordic countries. This might be due to a lack of proportional universalism, where universal measures are in place in all Nordic countries, but with a lack of scale and intensity proportional to the children and families at risk. The significance of eliminating social inequalities needs to be emphasised at the local level.
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Affiliation(s)
- Leena Eklund Karlsson
- Unit for Health Promotion Research, Public Health Institute, University of Southern Denmark, Denmark
| | | | | | - Lene Povlsen
- Unit for Health Promotion Research, Public Health Institute, University of Southern Denmark, Denmark
| | - Susann Regber
- School of Health and Welfare, Halmstad University, Sweden
| | - Sofie Buch Mejsner
- Unit for Health Promotion Research, Public Health Institute, University of Southern Denmark, Denmark
| | - Anne Leena Ikonen
- Faculty of Education and Psychology, University of Jyväskylä, Finland
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Farmer G, Lowe SAJ, McDonald S, Yamamoto SS, Chari R, Pabayo R. Do social support and community engagement act as mechanisms in the association between neighbourhood income inequality and the mental health of mothers in Calgary, Canada? A mediation analysis. Health Place 2022; 76:102851. [PMID: 35779324 DOI: 10.1016/j.healthplace.2022.102851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 06/14/2022] [Accepted: 06/15/2022] [Indexed: 11/30/2022]
Abstract
PURPOSE According to the social determinants of health framework, income inequality is a potential risk factor for adverse mental health. However, few studies have explored the mechanisms suspected to mediate this relationship. The current study addresses this gap through a mediation analysis to determine if social support and community engagement act as mediators linking neighbourhood income inequality to maternal anxiety and depressive symptoms within a cohort of new mothers living in the City of Calgary, Canada. METHODS Data collected at three years postpartum from mothers belonging to the All Our Families (AOF) cohort were used in the current study. Maternal data were collected between 2012 and 2015 and linked to neighbourhood socioeconomic data from the 2006 Canadian Census. Income inequality was measured using Gini coefficients derived from 2006 after-tax census data. Generalized structural equation models were used to quantify the associations between income inequality and mental health symptoms, and to assess the potential direct and indirect mediating effects of maternal social support and community engagement. RESULTS Income inequality was not significantly associated with higher depressive symptoms (β = 0.32, 95%CI = -0.067, 0.70), anxiety symptoms (β = 0.11, 95%CI = -0.39, 0.60), or lower social support. Income inequality was not associated with community engagement. For the depression models, higher social support was significantly associated with lower depressive symptoms (β = -0.13, 95%CI = -0.15, -0.097), while community engagement was not significantly associated with depressive symptoms (β = 0.059, 95%CI = -0.15, 0.27). Similarly, for the anxiety models, lower anxiety symptoms were significantly associated with higher levels of social support (β = -0.17, 95%CI = -0.20, -0.13) but not with higher levels of community engagement (β = 0.14, 95%CI = -0.14, 0.41). CONCLUSION The current study did not find clear evidence for social support or community engagement mediating the relationship between neighbourhood income inequality and maternal mental health. Future investigations should employ a broader longitudinal approach to capture changes in income inequality, potential mediators, and mental health symptomatology over time.
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Affiliation(s)
- G Farmer
- School of Public Health, University of Alberta, Edmonton, 3-300 Edmonton Clinic Health Academy, 11405-87 Avenue NW, Edmonton, Alberta, T6G 1C9, Canada
| | - S A J Lowe
- School of Public Health, University of Alberta, Edmonton, 3-300 Edmonton Clinic Health Academy, 11405-87 Avenue NW, Edmonton, Alberta, T6G 1C9, Canada.
| | - S McDonald
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3330 Hospital Drive NW, Calgary, Alberta, T2N 4N1, Canada
| | - S S Yamamoto
- School of Public Health, University of Alberta, Edmonton, 3-300 Edmonton Clinic Health Academy, 11405-87 Avenue NW, Edmonton, Alberta, T6G 1C9, Canada
| | - R Chari
- Faculty of Medicine & Dentistry, University of Alberta, Edmonton, 8440 112 Street NW, Edmonton, Alberta, T6G 2R7, Canada
| | - R Pabayo
- School of Public Health, University of Alberta, Edmonton, 3-300 Edmonton Clinic Health Academy, 11405-87 Avenue NW, Edmonton, Alberta, T6G 1C9, Canada
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Experiences of inequalities in access to safe water and psycho-emotional distress in Ghana. Soc Sci Med 2022; 301:114970. [PMID: 35430464 DOI: 10.1016/j.socscimed.2022.114970] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 03/23/2022] [Accepted: 04/07/2022] [Indexed: 11/21/2022]
Abstract
Research suggests that experiences of water insecurity may negatively impact the psycho-emotional wellbeing of water-insecure households. This paper examines how perceived inequalities in water access mediate the relationship between water insecurity and psycho-emotional distress. Data were collected among 1192 men and women in Ghana who are active water collectors within their households. We employed a binary logistics regression to identify the determinants of psycho-emotional distress. Sobel test was used to test the indirect effect of water insecurity and psycho-emotional distress through perceived inequalities. The results show that wealth (OR = 6.6, CI = 2.784-14.076), number of people in a household (OR = 1.07, CI = 1.002-1.145) and perceived inequalities (OR = 4.6, CI = 2.737-7.907) are significant predictors of psycho-emotional distress. Sobel test indicated that the point estimate (PE) of the indirect effect between water insecurity and psycho-emotional distress through perceived inequality is -0.136 (p = 0.000), meaning households were less likely to experience psycho-emotional distress if they felt that safe water facilities were equally distributed. The findings suggest that the distribution of water resources in cities with water challenges, no matter how scarce those resources are, has a profound effect on psycho-emotional distress. In resources constrained cities, there is a need for holistic water-related interventions that make inclusivity and fairness their primary focus.
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Lowe SA, McDonald S, Senthilselvan A, Nykiforuk CI, Chari R, Pabayo R. Is neighbourhood income inequality associated with maternal mental health? A longitudinal analysis of pregnant and new mothers living in Calgary, Alberta. BMJ Open 2021; 11:e049220. [PMID: 34937713 PMCID: PMC8704958 DOI: 10.1136/bmjopen-2021-049220] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 11/19/2021] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVES Rising income inequality is a potential risk factor for poor mental health, however, little work has investigated this link among mothers. Our goal was to determine if neighbourhood-level income inequality was associated with maternal mental health over time. DESIGN Secondary data analysis using a retrospective cohort study design. SETTING AND PARTICIPANTS Data from the All Our Families (AOF) ongoing cohort study in the city of Calgary (Canada) were used, with our sample including 2461 mothers. Participant data were collected at six time points from 2008 to 2014, corresponding to <25 weeks of pregnancy to 3 years post partum. AOF mothers were linked to 196 geographically defined Calgary neighbourhoods using postal code information and 2006 Canada Census data. MAIN OUTCOME MEASURES Anxiety symptoms measured using the Spielberger State Anxiety Inventory, and depressive symptoms measured using the Edinburgh Postnatal Depression Scale and the Centre for Epidemiologic Studies-Depression Scale. RESULTS Multilevel regression modelling was used to quantify the associations between neighbourhood-level income inequality and continuous mental health symptoms over time. For anxiety symptoms, the interaction term between neighbourhood Gini and time was significant (β=0.0017, 95% CI=0.00049 to 0.0028, p=0.005), indicating an excess rate of change over time. Specifically, a SD increase in Gini (Z-score) was associated with an average monthly rate increase in anxiety symptom scores of 1.001% per month. While depressive symptom scores followed similar longitudinal trajectories across levels of income inequality, we did not find significant evidence for an association between inequality and depressive symptoms. There was no evidence of a cross-level interaction between inequality and household income on either outcome. CONCLUSION Income inequality within neighbourhoods appears to adversely impact the mental health trajectories of pregnant and new mothers. Further research is needed to understand the mechanisms that explain this relationship, and how interventions to reduce income inequality could benefit mental health.
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Affiliation(s)
- Samuel Aj Lowe
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
| | - Sheila McDonald
- Cumming School of Medicine, Department of Community Health Sciences, University of Calgary, Calgary, Alberta, Canada
| | | | | | - Radha Chari
- Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Roman Pabayo
- School of Public Health, University of Alberta, Edmonton, Alberta, Canada
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