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Article

Local Landscapes, Evolving Minds: Mechanisms of Neighbourhood Influence on Dual-State Mental Health Trajectories in Adolescence

by
Christopher Knowles
1,*,
Emma Thornton
1,
Kathryn Mills-Webb
1,
Kimberly Petersen
2,
Jose Marquez
1,
Sanja Stojiljković
3 and
Neil Humphrey
1
1
Manchester Institute of Education, The University of Manchester, Manchester M15 6JA, UK
2
School of Education, The University of Leeds, Leeds LS2 9JT, UK
3
Faculty of Philosophy, The University of Belgrade, 11000 Belgrade, Serbia
*
Author to whom correspondence should be addressed.
Int. J. Environ. Res. Public Health 2025, 22(6), 951; https://doi.org/10.3390/ijerph22060951
Submission received: 22 April 2025 / Revised: 12 June 2025 / Accepted: 13 June 2025 / Published: 17 June 2025

Abstract

Neighbourhood variation in socioeconomic deprivation is recognised as a small but meaningful determinant of adolescent mental health, yet the mechanisms through which the effects operate remain poorly understood. This study used #BeeWell survey data collected from adolescents in Greater Manchester (England) in 2021–2023 (life satisfaction: N = 27,009; emotional difficulties: N = 26,461). Through Latent Growth Mixture Modelling, we identified four non-linear trajectories of life satisfaction (Consistently High (71.0%), Improving (8.7%), Deteriorating (6.3%), and Consistently Low (13.9%); entropy = 0.66) and three non-linear trajectories of emotional difficulties (Low/Lessening (53.7%), Sub-Clinical (38.3%), and Elevated/Worsening (8.0%); entropy = 0.61). Using a multi-level mediation framework we assessed (1) whether neighbourhood deprivation predicted trajectory class membership and (2) the extent to which effects of deprivation operate through aspects of Community Wellbeing, as measured by the Co-op Community Wellbeing Index (CWI). Greater deprivation increased the odds of following Deteriorating (OR = 1.081, [1.023, 1.12]) and Consistently Low (OR = 1.084, [1.051, 1.119]) life satisfaction trajectories and reduced the odds of following a Sub-Clinical emotional difficulties trajectory (OR = 0.975, [0.954, 0.996]). Mediation analyses revealed that the effects of deprivation on Consistently Low life satisfaction partially operate through Equality (ab = 0.016, [0.002, 0.029]) and Housing, Space, and Environment (ab = −0.026, [−0.046, −0.006]). Further indirect effects were observed for Housing, Space, and Environment, which reduced likelihood of Sub-Clinical emotional difficulties for those living in deprived neighbourhoods (ab = −0.026, [−0.045, −0.008]). The findings highlight the distinct effects of neighbourhood deprivation on affective and evaluative domains of adolescent mental health and the protective effect of housing and related environmental factors in disadvantaged contexts, advancing our understanding of the mechanisms underpinning neighbourhood effects on dual-state adolescent mental health.
Keywords: adolescents; environmental psychology; internalising symptoms; latent variable modelling; life satisfaction; neighbourhood effects; wellbeing adolescents; environmental psychology; internalising symptoms; latent variable modelling; life satisfaction; neighbourhood effects; wellbeing

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MDPI and ACS Style

Knowles, C.; Thornton, E.; Mills-Webb, K.; Petersen, K.; Marquez, J.; Stojiljković, S.; Humphrey, N. Local Landscapes, Evolving Minds: Mechanisms of Neighbourhood Influence on Dual-State Mental Health Trajectories in Adolescence. Int. J. Environ. Res. Public Health 2025, 22, 951. https://doi.org/10.3390/ijerph22060951

AMA Style

Knowles C, Thornton E, Mills-Webb K, Petersen K, Marquez J, Stojiljković S, Humphrey N. Local Landscapes, Evolving Minds: Mechanisms of Neighbourhood Influence on Dual-State Mental Health Trajectories in Adolescence. International Journal of Environmental Research and Public Health. 2025; 22(6):951. https://doi.org/10.3390/ijerph22060951

Chicago/Turabian Style

Knowles, Christopher, Emma Thornton, Kathryn Mills-Webb, Kimberly Petersen, Jose Marquez, Sanja Stojiljković, and Neil Humphrey. 2025. "Local Landscapes, Evolving Minds: Mechanisms of Neighbourhood Influence on Dual-State Mental Health Trajectories in Adolescence" International Journal of Environmental Research and Public Health 22, no. 6: 951. https://doi.org/10.3390/ijerph22060951

APA Style

Knowles, C., Thornton, E., Mills-Webb, K., Petersen, K., Marquez, J., Stojiljković, S., & Humphrey, N. (2025). Local Landscapes, Evolving Minds: Mechanisms of Neighbourhood Influence on Dual-State Mental Health Trajectories in Adolescence. International Journal of Environmental Research and Public Health, 22(6), 951. https://doi.org/10.3390/ijerph22060951

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