Evidence map›Paper›PMID 32213188›Full record

ArticleBMC health services research2020

Healthcare utilization and out-of-pocket expenditures associated with depression in adults: a cross-sectional analysis in Nepal.

Selina Rajan, Sujit D Rathod, Nagendra P Luitel, Adrianna Murphy, Tessa Roberts, Mark J D Jordans

Abstract read
In one paragraph

Article in BMC health services research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

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3 · Its place in the literature

Who cites it

11 citing papers in PubMed.

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  11. Burden of coronary heart disease in Nepal: current status.The British journal of cardiology · 2021
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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Selina RajanDepartment of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, UK.
Sujit D RathodDepartment of Population Health, London School of Hygiene & Tropical Medicine, London, UK.
Nagendra P LuitelResearch Department, Transcultural Psychosocial Organization Nepal, Kathmandu, Nepal. luitelnp@gmail.com.
Adrianna MurphyDepartment of Health Services Research and Policy, London School of Hygiene & Tropical Medicine, London, UK.
Tessa RobertsHealth Service & Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King's College London, 16 De Crespigny Park, Camberwell, London, SE5 8AF, UK.
Mark J D JordansResearch Department, Transcultural Psychosocial Organization Nepal, Kathmandu, Nepal.

Funding

DFID n/a
6 · The paper itself

Abstract

backgroundDespite attempts to improve universal health coverage (UHC) in low income countries like Nepal, most healthcare utilization is still financed by out-of-pocket (OOP) payments, with detrimental effects on the poorest and most in need. Evidence from high income countries shows that depression is associated with increased healthcare utilization, which may lead to increased OOP expenditures, placing greater stress on families. To inform policies for integrating mental healthcare into UHC in LMIC, we must understand healthcare utilization and OOP expenditure patterns in people with depression. We examined associations between symptoms of depression and frequency and type of healthcare utilization and OOP expenditure among adults in Chitwan District, Nepal.

methodsWe analysed data from a population-based survey of 2040 adults in 2013, who completed the PHQ-9 screening tool for depression and answered questions about healthcare utilization. We examined associations between increasing PHQ-9 score and healthcare utilization frequency and OOP expenditure using negative binomial regression. We also compared utilization of specific outpatient service providers and their related costs among adults with and without probable depression, determined by a PHQ-9 score of 10 or more.

resultsWe classified 80 (3.6%) participants with probable depression, 70.9% of whom used some form of healthcare in the past year compared to 43.9% of people without probable depression. Mean annual OOP healthcare expenditures were $118 USD in people with probable depression, compared to $110 USD in people without. With each unit increase in PHQ-9 score, there was a 14% increase in total healthcare visits (95% CI 7-22%, p < 0.0001) and $9 USD increase in OOP expenditures (95% CI $2-$17; p < 0.0001). People with depression sought most healthcare from pharmacists (30.1%) but reported the greatest expenditure on specialist doctors ($36 USD).

conclusionsIn this population-based sample from Central Nepal, we identified dose-dependent increases in healthcare utilization and OOP expenditure with increasing PHQ-9 scores. Future studies should evaluate whether provision of mental health services as an integrated component of UHC can improve overall health and reduce healthcare utilisation and expenditure, thereby alleviating financial pressures on families.

Indexed as

AdultCross-Sectional StudiesDepressionFemaleHealth ExpendituresHumansMaleMiddle AgedNepalPatient Acceptance of Health CareHealth servicesHospitalizationMajor depressive disorderNepalOut-of-pocket expenditures

Identifiers

PMID32213188
PMCPMC7093962

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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.