Evidence map›Paper›PMID 42086906›Full record

ArticleJournal of exposure science & environmental epidemiology2026

Interconnected environments and the mental health of young people in Aotearoa New Zealand: a longitudinal geospatial study.

Lukas Marek, Nick Bowden, Jesse Wiki, Jesse Kokaua, Troy Ruhe, Reremoana Theodore, Joseph Boden, Hiran Thabrew, Sarah Hetrick, Barry Milne and 1 more

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Article in Journal of exposure science & environmental epidemiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

11 authors.

Lukas MarekGeoHealth Laboratory, Geospatial Research Institute, University of Canterbury, Christchurch, Canterbury, New Zealand. lukas.marek@canterbury.ac.nz.
Nick BowdenDepartment of Paediatrics and Child Health, University of Otago, Dunedin, New Zealand.
Jesse WikiGeoHealth Laboratory, Geospatial Research Institute, University of Canterbury, Christchurch, Canterbury, New Zealand.
Jesse KokauaVa'a O Tautai - Centre for Pacific Health, Health Sciences, University of Otago, Dunedin, New Zealand.
Troy RuheVa'a O Tautai - Centre for Pacific Health, Health Sciences, University of Otago, Dunedin, New Zealand.
Reremoana TheodoreDunedin Multidisciplinary Health & Development Research Unit, University of Otago, Dunedin, New Zealand.
Joseph BodenDepartment of Psychological Medicine, University of Otago, Christchurch, New Zealand.
Hiran ThabrewTe Ara Hāro, Department of Psychological Medicine, University of Auckland, Auckland, New Zealand.
Sarah HetrickTe Ara Hāro, Department of Psychological Medicine, University of Auckland, Auckland, New Zealand.
Barry MilneCentre of Methods and Policy Application in the Social Sciences, University of Auckland, Auckland, New Zealand.
Matthew HobbsGeoHealth Laboratory, Geospatial Research Institute, University of Canterbury, Christchurch, Canterbury, New Zealand.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRising rates of mental health and substance use are significant contributors to illness and disability among adolescents, highlighting a critical area for support and intervention. Existing evidence suggests the physical environment where young people live may impact their mental health. However, research is seldom longitudinal and rarely accounts for the co-location or mixture of potential environmental influences.

objectiveTo assess longitudinal relationships between the physical environment in which young people reside in Aotearoa New Zealand and their mental health outcomes.

methodThis study follows a population cohort of 957,381 young people (aged 10-24 years in 2018) over six years (2013-2018), linking their mental health outcomes (emotional, externalising, substance problems, and self-harm) and individual-level characteristics derived from administrative linked microdata with environmental data represented by the Healthy Location Index. Longitudinal Generalised Estimating Equations and quantile g-computing examined longitudinal relationships between the physical environments where young people reside and their mental health.

resultsWe found evidence of longitudinal associations between the mixture of physical environment and young people's mental health for emotional disorders (aOR IMPORTANCE: This study provides longitudinal evidence of meaningful associations between exposure to the combined built and natural environment and mental health in young people. Specifically, living in predominantly health-constraining environments was associated with increased odds of emotional disorders, while greater access to and the mixture of greenspace and bluespace contributed to better mental health outcomes. Our findings are strengthened by a robust longitudinal nationwide study design and comprehensive adjustment, underscoring the significance of the environmental mix. These results extend current evidence and offer novel insights into how physical environments shape young people's mental health over time.

Indexed as

Children’s HealthCumulative impactsEmpirical/Statistical ModelsGeospatial AnalysesHuman well-beingPopulation Based Studies

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.