Evidence map›Paper›PMID 42149872›Full record

ArticlePloS one2026

The association between life events and mental health among adults in Java, Indonesia: Investigating the moderating effects by education, asset index, and rural-urban area of residence.

Sri Idaiani, Mashita Fajri, Irmansyah Irmansyah, Jonathan Gibson, Jack Wilkinson, Herni Susanti, Helen Brooks, Penny Bee, Asri Maharani

Abstract read
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

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

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Sri IdaianiResearch Centre for Preclinical and Clinical Medicine, National Research and Innovation Agency, Cibinong, Indonesia.ORCID https://orcid.org/0000-0001-9010-9103
Mashita FajriFaculty of Nursing, Universitas Indonesia, Jakarta, Indonesia.
Irmansyah IrmansyahResearch Centre for Public Health and Nutrition, National Research and Innovation Agency, Cibinong, Indonesia.ORCID https://orcid.org/0000-0001-6734-1940
Jonathan GibsonDivision of Population Health, Health Services Research & Primary Care, University of Manchester, Manchester, Lancashire, United Kingdom.
Jack WilkinsonDivision of Population Health, Health Services Research & Primary Care, University of Manchester, Manchester, Lancashire, United Kingdom.
Herni SusantiFaculty of Nursing, Universitas Indonesia, Jakarta, Indonesia.
Helen BrooksDivision of Nursing, Midwifery and Social Work, School of Health Sciences, The University of Manchester and Manchester Academic Health Science Centre (MAHSC), Manchester, Lancashire, United Kingdom.
Penny BeeDivision of Nursing, Midwifery and Social Work, School of Health Sciences, The University of Manchester and Manchester Academic Health Science Centre (MAHSC), Manchester, Lancashire, United Kingdom.
Asri MaharaniDivision of Nursing, Midwifery and Social Work, School of Health Sciences, The University of Manchester and Manchester Academic Health Science Centre (MAHSC), Manchester, Lancashire, United Kingdom.ORCID https://orcid.org/0000-0002-5931-8692

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Life events (LE) are significant experiences (e.g., bereavement, illness, or job loss) that require psychological adjustment and may contribute to mental health disorders like depression and anxiety. Indonesia faces a rising burden of these conditions, yet limited research has explored their relationship with LE in its diverse socio-cultural context. This study examines the associations between LE, depression, and anxiety among adults in Java, Indonesia. It further explores how these associations vary by education, asset ownership (proxy of household wealth) index, and rural-urban area of residence. We used cross-sectional data from the baseline of the Sustainable Treatment and Care for Anxiety and Depression (STAND) 2023 longitudinal household survey. The study included 19,186 participants aged 18 years and older. Depression and anxiety were assessed using the CES-D-10 and GAD-7 scales, respectively, both validated for this population. LE was measured using the Social Readjustment Rating Scale, which categorises exposure into low, moderate, and high-stress levels over the past 12 months. Logistic regression was used to evaluate the associations, adjusting for demographic, socioeconomic, lifestyle, and health-related factors. Both primary models (main effects only) and interaction models (to explore moderation) were fitted. Overall, 4.4% of respondents reported depressive symptoms, and 8.5% reported anxiety. In the primary models, experiencing moderate or high levels of LE was significantly associated with depression (AOR = 3.1, 95% CI: 2.6-3.6; AOR = 10.2, 95% CI: 8.0-12.9, respectively) and anxiety (AOR = 2.7, 95% CI: 2.5-3.1; AOR = 6.5, 95% CI: 5.3-8.0, respectively). These associations were moderated by socioeconomic factors. Higher education, a higher asset index, and urban residence were associated with lower odds of anxiety and depression. Interventions should prioritise mental health literacy and access to care, particularly in rural and socioeconomically disadvantaged populations.

Indexed as

AnxietyDepressionLife Change EventsMental HealthAdolescentAdultCross-Sectional StudiesEducational StatusFemaleHumansIndonesiaMaleMiddle AgedRural PopulationSocioeconomic FactorsUrban Population

Identifiers

PMID42149872
PMCPMC13183217

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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.