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Social deprivation in adolescence and risk of depression in young adulthood: a longitudinal analysis of linked administrative data from Northern Ireland.

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Abstract

Purpose: Socioeconomic deprivation may elevate the risk of depression. This study examines how the effect of area-level deprivation during adolescence on antidepressant prescribing varies by urbanicity in young adulthood in Northern Ireland. Methods: A cohort of 120,907 individuals aged 10-14 years in 2010 was tracked through to 2021 using linked administrative data. Antidepressant prescriptions were recorded annually; area-level deprivation was assessed in 2010 using the Northern Ireland Multiple Deprivation Measure (NIMDM). A random-intercept logistic regression model, with calendar year treated as a random effect, was used to analyse the relationship between area-level deprivation in 2010 and antidepressant prescribing from 2010 to 2021, adjusting for age, sex and urbanicity (urban/rural). The effect of area-level deprivation was allowed to vary by urbanicity. Analyses were repeated for different types of antidepressants. Results: 30,243 (25.0%) young people received antidepressants at least once over the study period. The likelihood of receiving antidepressants in the first year of the study (2010) was highest for young people residing in the most deprived urban areas (51, 0.23%) and lowest for those living in the least deprived rural areas (<10, <0.45%). After adjusting for confounders, the conditional probability of receiving antidepressants in 2021 for those living in the most deprived urban areas in 2010 was an estimated 20.3% (95%CI 20.0%, 20.7%), compared to 15.9% (95%CI 14.9%, 16.9%) who lived in the most deprived rural areas in 2010 and 14.8% (14.1%, 15.5%) who lived in the least deprived rural areas in 2010. Similar trends were observed for different types of antidepressants. Discussion: Urban environments may expose young individuals to additional risks, with early disadvantage leading to lasting mental ill-health effects. In contrast, rural areas may have fewer prescriptions due to limited access to healthcare and challenges in capturing localized rural deprivation using area-level measures. Conclusion: This study underscores the importance of targeted mental health interventions for deprived urban adolescents. Further research is needed to better understand the relationship between deprivation and youth mental health in rural areas.
Original languageEnglish
Pages (from-to)1-10
Number of pages10
JournalSocial Psychiatry and Psychiatric Epidemiology
Early online date30 Jun 2026
DOIs
Publication statusPublished (in print/issue) - 30 Jun 2026

Bibliographical note

© 2026. The Author(s).

Data Availability Statement

Due to the nature of the administrative data resources, data cannot be made publicly available. Data access can be discussed with the staff of the Honest Broker Service (HBS) within the Business Services Organisation Northern Ireland (BSO).

Funding

No funding was received to assist with the preparation of this manuscript. All authors certify that they have no affiliations with or involvement in any organization or entity with any financial interest or non-financial interest in the subject matter or materials discussed in this manuscript.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 1 - No Poverty
    SDG 1 No Poverty
  2. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being
  3. SDG 10 - Reduced Inequalities
    SDG 10 Reduced Inequalities

Keywords

  • Deprivation
  • Adolescence
  • Antidepressants
  • Depression
  • Urban
  • Rural

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