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Preconception mental health (Healthy Life Trajectories Initiative): Identifying factors associated with probable anxiety and depression among young women living in urban-poor South Africa

Preconception mental health (Healthy Life Trajectories Initiative): Identifying factors associated with probable anxiety and depression among young women living in urban-poor South Africa
Preconception mental health (Healthy Life Trajectories Initiative): Identifying factors associated with probable anxiety and depression among young women living in urban-poor South Africa
Mental health disorders affect millions worldwide, with socially vulnerable youth in urban environments disproportionately affected. South Africa (SA) remains one of the most inequitable countries, and specific pathways linking poverty to mental health remains unclear. This cross-sectional study analysed baseline data from the Bukhali trial in Soweto, SA part of the global Healthy Life Trajectories Initiative (HeLTI). Young women (n = 7735) completed surveys with physical assessments covering sociodemographic, household-level and behavioural-level factors, and mental health. Among the women, 12.6% reported anxiety, 15.8% reported depression, and 9.7% experienced both. Hazardous alcohol use (20.0%) and poor sleep (55.5%) were commonly reportedly behavioural factors among these women. Being in a committed relationship reduced the odds of reporting anxiety and depression (OR ≥0.66), while childhood adversity, hazardous alcohol use, and poor sleep increased the odds (OR ≥1.29). Moderate to severe anxiety greatly increased the risk of depression (OR 32.20). In the comorbid model, while being in a committed relationship remained protective (OR 0.67), childhood adversity and poor sleep quality was associated with substantial risk (OR ≥1.31) of this co-morbidity. In a gSEM constructed a priori, significant direct associations were found for poverty (measured by household socioeconomic status) on alcohol use (p = 0.015), childhood adversity on mental health (p < 0.001), and committed relationship on anxiety (p < 0.001). Mediation analysis revealed that poverty affected anxiety partially through poor sleep (54.2%), and fully via depression (86.9%), and affected depression fully via sleep (43.7%). Childhood adversity associated with depression partially via anxiety (79.4%), sleep (31.3%), and alcohol use (14.2%), and anxiety through depression (88.6%) and sleep (42.2%). In conclusion, childhood adversity, poverty and behavioural factors co-occur, and are collectively associated with elevated symptoms of anxiety and depression among young women in urban-poor settings. While tackling structural inequalities is critical, strengthening mental health support networks in these settings could aid women.
Anxiety, Depression, Medical Risk factors, Mental health and psychiatry, Socioeconomic aspects of health
1549-1277
Norris, Shane A.
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Hart, Claire
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Nyati, Lukhanyo H.
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Taljaard, Wihan
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Hung, Rayjean J.
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Retnakaran, Ravi
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Lye, Stephen
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Draper, Catherine E.
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Craig, Ashleigh
73a7f4e1-1896-493c-83a7-a85675f6541c
Norris, Shane A.
1d346f1b-6d5f-4bca-ac87-7589851b75a4
Hart, Claire
87bb652f-3258-4f14-bcda-54876988a9c1
Nyati, Lukhanyo H.
18d7ac34-0c97-4f40-9195-5eee0a8ed7ff
Taljaard, Wihan
b4c362ce-429e-4976-a0c7-109a1039ac3f
Hung, Rayjean J.
00d9301c-dd7d-4611-807e-3a1342dfa457
Retnakaran, Ravi
8700b9b1-c9a7-49cf-8bf8-568c7e657cc8
Lye, Stephen
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Draper, Catherine E.
5032d1f5-0c2a-44be-8bdb-6e4967d49e14
Craig, Ashleigh
73a7f4e1-1896-493c-83a7-a85675f6541c

Norris, Shane A., Hart, Claire, Nyati, Lukhanyo H., Taljaard, Wihan, Hung, Rayjean J., Retnakaran, Ravi, Lye, Stephen, Draper, Catherine E. and Craig, Ashleigh (2026) Preconception mental health (Healthy Life Trajectories Initiative): Identifying factors associated with probable anxiety and depression among young women living in urban-poor South Africa. PLoS Medicine, 3, [e0000578]. (doi:10.1371/journal.pmen.0000578).

Record type: Article

Abstract

Mental health disorders affect millions worldwide, with socially vulnerable youth in urban environments disproportionately affected. South Africa (SA) remains one of the most inequitable countries, and specific pathways linking poverty to mental health remains unclear. This cross-sectional study analysed baseline data from the Bukhali trial in Soweto, SA part of the global Healthy Life Trajectories Initiative (HeLTI). Young women (n = 7735) completed surveys with physical assessments covering sociodemographic, household-level and behavioural-level factors, and mental health. Among the women, 12.6% reported anxiety, 15.8% reported depression, and 9.7% experienced both. Hazardous alcohol use (20.0%) and poor sleep (55.5%) were commonly reportedly behavioural factors among these women. Being in a committed relationship reduced the odds of reporting anxiety and depression (OR ≥0.66), while childhood adversity, hazardous alcohol use, and poor sleep increased the odds (OR ≥1.29). Moderate to severe anxiety greatly increased the risk of depression (OR 32.20). In the comorbid model, while being in a committed relationship remained protective (OR 0.67), childhood adversity and poor sleep quality was associated with substantial risk (OR ≥1.31) of this co-morbidity. In a gSEM constructed a priori, significant direct associations were found for poverty (measured by household socioeconomic status) on alcohol use (p = 0.015), childhood adversity on mental health (p < 0.001), and committed relationship on anxiety (p < 0.001). Mediation analysis revealed that poverty affected anxiety partially through poor sleep (54.2%), and fully via depression (86.9%), and affected depression fully via sleep (43.7%). Childhood adversity associated with depression partially via anxiety (79.4%), sleep (31.3%), and alcohol use (14.2%), and anxiety through depression (88.6%) and sleep (42.2%). In conclusion, childhood adversity, poverty and behavioural factors co-occur, and are collectively associated with elevated symptoms of anxiety and depression among young women in urban-poor settings. While tackling structural inequalities is critical, strengthening mental health support networks in these settings could aid women.

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Submitted date: 14 July 2025
Accepted/In Press date: 2 March 2026
Published date: 24 March 2026
Keywords: Anxiety, Depression, Medical Risk factors, Mental health and psychiatry, Socioeconomic aspects of health

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Local EPrints ID: 511262
URI: http://eprints.soton.ac.uk/id/eprint/511262
ISSN: 1549-1277
PURE UUID: 8127e8cb-e74d-46bf-9400-19cc73450490
ORCID for Shane A. Norris: ORCID iD orcid.org/0000-0001-7124-3788

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Date deposited: 11 May 2026 16:33
Last modified: 12 May 2026 02:00

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Contributors

Author: Shane A. Norris ORCID iD
Author: Claire Hart
Author: Lukhanyo H. Nyati
Author: Wihan Taljaard
Author: Rayjean J. Hung
Author: Ravi Retnakaran
Author: Stephen Lye
Author: Catherine E. Draper
Author: Ashleigh Craig

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