ArticleMedicine2025
Suicide risk among low-income household members suffering from depression: A population-based retrospective cohort study.
Article in Medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Income, depressive symptoms, and anxiety symptoms in Indonesia: a two-year cross-lagged panel analysis of socioeconomic gradients.Frontiers in public health · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Depression and suicide risk among low-income individuals not only share common epidemiological patterns but may also be driven by underlying bidirectional mechanisms. On one hand, the social causation hypothesis suggests that financial stress, food insecurity, and unstable housing significantly increase the risk of developing depression. On the other hand, the social drift hypothesis indicates that depression often leads to impaired occupational functioning, job loss, and financial decline, creating a feedback loop where poverty exacerbates depression, and depression, in turn, perpetuates poverty. In this context, we hypothesized that depressed patients from low-income backgrounds would have a higher propensity for suicide, as the risk may arise both because of poverty and as a consequence of untreated or chronic depression. This is also consistent with behavioral economic evidence showing that clinical depression alters time and risk preferences and consumption-related dysfunction. We acknowledge the feedback loop where depression exacerbates poverty and vice versa, thus further increasing suicide risk among low-income individuals. To evaluate this, we utilized the Taiwan National Health Insurance Research Database to examine whether depression in low-income individuals is significantly associated with an elevated risk of suicide. The present cohort study obtained data from the National Health Insurance Research Database. From a total of 1,936,512 patients included in the Longitudinal Health Insurance Dataset between 2000 and 2015, 771 low-income participants who had suffered from depression and 3084 controls matched for gender and age were selected. Cox proportional hazard regression analysis was employed to explore the hazard ratio, and 95% confidence intervals (CIs) for low income being associated with the risk of developing psychiatric disorders during the 16-year follow-up period were calculated. Of the 771 low-income, depressed patients and 3084 control participants, 60 (8514.66 per 105 person-years) and 138 (36,269.29 per 105 person-years) developed suicidal thoughts, respectively. The Cox regression model revealed an adjusted hazard ratio (AHR) of 1.771 (95% CI = 1.289-2.432, P < .001) after adjusting for all the covariates. Depression among low-income individuals was associated with Charlson Comorbidity Index (AHR = 1.097; 95% CI = 1.004-1.186, P = 1.186). Factors of suicide methods by using Cox regression included other gases and vapors (AHR = 8.149; 95% CI = 5.926-11.196, P < .001), and cutting and piercing (AHR = 2.789; 95% CI = 2.021-3.864, P < .001). Depression and low income are independent risk factors for suicide. Depressed low-income patients are at higher risk of developing suicidal thoughts compared with depressed non-low-income patients. Among suicide methods, gases and vapors have the highest risk. Therefore, clinicians should pay attention to the income level of depressed patients.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.