Evidence map›Paper›PMID 36993016›Full record

ArticleJournal of family medicine and primary care2022

Health care utilization and out-of-pocket expenditure of type 2 diabetic patients: A study in primary care in Bhubaneswar, India.

Sandipana Pati, Subhashisa Swain, Marjan van den Akker, François G Schellevis, Sanghamitra Pati, Jako S Burgers

Open access · goldAbstract read
In one paragraph

Article in Journal of family medicine and primary care, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
1.4field-weighted citation impact, top 18% 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, 1 synthesis or guideline pooled it, 10 citations in OpenAlex.

  1. Pooled it
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  3. Article
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  5. Article
  6. Review
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

6 authors at 6 institutions in 5 countries.

Sandipana PatiDepartment of Health and Family Welfare, Government of Odisha, Odisha, India.
Subhashisa SwainAcademic Rheumatology School of Medicine, University of Nottingham, United Kingdom.
Marjan van den AkkerInstitute of General Practice, Johann Wolfgang Goethe University, Frankfurt am Main, Germany.
François G SchellevisAcademic Centre of General Practice, NIVEL (Netherlands Institute for Health Services Research), Utrecht, The Netherlands.
Sanghamitra PatiRegional Medical Research Center, Indian Council of Medical Research, Bhubaneswar, Odisha, India.
Jako S BurgersDepartment of Family Medicine, School CAPRI, Maastricht University, Maastricht, The Netherlands.
Dutch College of General Practitioners · NLIndian Council of Medical Research · INMaastricht University · NLNetherlands Institute for Health Services Research · NLRegional Medical Research Center · INUniversity of Nottingham · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Globally, noncommunicable diseases (NCD) demand a higher healthcare expenditure. Among NCDs, diabetes mellitus is often associated with multiple, co-existing chronic conditions. In low- and middle-income countries where most of the healthcare expenditure is borne out of pocket, diabetes management may pose a significant financial stress. Methods: A cross-sectional study was conducted in 17 urban primary healthcare facilities of Bhubaneswar to assess the healthcare utilization and out-of-pocket expenditure among type 2 diabetes patients attending these facilities. Healthcare utilization was determined by the number of visits to healthcare facilities in the last 6 months, and out-of-pocket expenditure was assessed by outpatient consultation fees, medicines, travels to health care facilities, and diagnostic tests. Total out-of-pocket expenditure was defined as the sum of these costs. Results: The median number of visits in 6 months for diabetes patients with any comorbidity was 4 and 5 for diabetes patients with more than 4 comorbidities. Among the comorbid conditions, depression, stroke, auditory impairment, and acid peptic disease were associated with higher healthcare utilization. The total out-of-pocket expense was 2.3 times higher among diabetes patients with any comorbid condition compared to patients with diabetes only. The total median expenditure was higher for diabetes patients having stroke, heart diseases, kidney diseases, and cancer compared with other comorbid conditions. The association of comorbidity in diabetes patients with health care utilization and out-of-pocket expenditure is statistically significant after adjustment for sociodemographic characteristics and diabetes duration. Conclusion: Considerable expenditure is incurred by diabetes patients attending primary healthcare facilities for the management of diabetes and other chronic conditions. This is a significant burden for diabetes patients below the poverty line and with limited or no insurance cover. There is a need to increase the coverage of insurance schemes to address the chronic conditions management expenditure of outpatients.

Indexed as

Comorbiditieshealthcare utilizationout-of-pocket expendituretype 2 diabetes mellitus

Identifiers

PMID36993016
PMCPMC10041221
OpenAlexW4313208461

What OpenQuestion holds

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LicenceCC BY-NC-SA
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Registered trials

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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.