Evidence map›Paper›PMID 36512634›Full record

ArticlePloS one2022

Catastrophic health expenditure on chronic non-communicable diseases among elder population: A cross-sectional study from a sub-metropolitan city of Eastern Nepal.

Sangita Rai, Swotantra Gautam, Gopal Kumar Yadav, Surya Raj Niraula, Suman Bahadur Singh, Rajan Rai, Sagar Poudel, Ram Bilakshan Sah

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
2.2field-weighted citation impact, top 12% of its field
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

6 citing papers in PubMed, 8 citations in OpenAlex.

  1. Barriers to help-seeking for cancer in India: A scoping review.The Indian journal of medical research · 2026
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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

8 authors at 5 institutions in 3 countries.

Sangita RaiSchool of Public Health and Community Medicine, B. P. Koirala Institute of Health Sciences, Dharan, Nepal.ORCID 0000-0003-0565-0603
Swotantra GautamDepartment of Internal Medicine, Advent Health, Orlando, Florida, United States of America.
Gopal Kumar YadavDepartment of Internal Medicine, B. P. Koirala Institute of Health Sciences, Dharan, Nepal.ORCID 0000-0002-2195-9152
Surya Raj NiraulaSchool of Public Health and Community Medicine, B. P. Koirala Institute of Health Sciences, Dharan, Nepal.
Suman Bahadur SinghSchool of Public Health and Community Medicine, B. P. Koirala Institute of Health Sciences, Dharan, Nepal.
Rajan RaiDepartment of Anaesthesiology and Critical Care, Koshi Hospital, Biratnagar, Nepal.
Sagar PoudelDepartment of Community Medicine, All India Institute of Medical Sciences, New Delhi, India.
Ram Bilakshan SahSchool of Public Health and Community Medicine, B. P. Koirala Institute of Health Sciences, Dharan, Nepal.
B.P. Koirala Institute of Health Sciences · NPBiratnagar Eye Hospital · NPAdventHealth Orlando · USAll India Institute of Medical Sciences · INMinistry of Health and Population · NP

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThis study was conducted with the objective to analyze the out-of-pocket (OOP) healthcare expenditure and catastrophic healthcare expenditure (CHE) on chronic non-communicable diseases (CNCD) among the elderly population, and the association of CHE on CNCD with associated factors among the same population. MATERIALS AND

methodsWe collected data from the elderly population of Dharan Sub-metropolitan city of the Eastern Nepal via door-to-door survey and face-to-face interview. The ten wards out of twenty were chosen by lottery method, and the equal proportion out of 280 samples was purposively chosen from each of ten wards (28 participants from each selected ward). The data were entered in Microsoft Excel 2019 v16.0 and statistical analysis was performed by using statistical package for social sciences, IBM SPSS® v21. The chi-square test was used to test the group differences. Multivariable logistic regression was used to determine independent factors associated with CHE (all variables with P < 0.20), and adjusted odds ratios (AOR) were calculated at 95% confidence interval (CI).

resultsThe median household, food and health expenditures were 95325 (72112.50-126262.50), 45000 (33000-60000) and 2100 (885.00-6107.50) NPR respectively. The proportion of the participants with CHE was 14.6%. The single living participants had 3.4 times higher odds of catastrophic health expenditure (AOR = 3.4, 95% CI = 1.2-9.6, P-value = 0.022) than those who are married. Similarly, those who had cancer had 0.1 times lower odds of CHE (AOR = 0.1, 95% CI = 0.0-0.2, P-value = <0.001) than those without cancer.

conclusionThe elder population had significant financial health shocks due to chronic health ailments. There should be the provision of mandatory health insurance programmes for elderly to cut down the catastrophic healthcare expenditure. Similarly, there should be the provision of exemption scheme for vulnerable elderly who are more likely to face catastrophic expenditure from all available health facilities.

Indexed as

Health ExpendituresNoncommunicable DiseasesAgedCatastrophic IllnessCross-Sectional StudiesHumansNepal

Identifiers

PMID36512634
PMCPMC9747046
OpenAlexW4311327454

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.