Evidence map›Paper›PMID 41791779›Full record

ArticleBMJ open2026

Hospitalisation, associated factors and out-of-pocket expenditure among patients with multimorbidity in Kerala, India: a cross-sectional study.

Sherief Adhila, Jeby Jose Olickal, Kavumpurathu Raman Thankappan

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

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Sherief AdhilaDepartment of Public Health, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Kochi, India.
Jeby Jose OlickalDepartment of Public Health, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Kochi, India drjebyjose@gmail.com.ORCID http://orcid.org/0000-0002-0298-5363
Kavumpurathu Raman ThankappanDepartment of Public Health, Amrita School of Medicine, Amrita Vishwa Vidyapeetham, Kochi, India.ORCID http://orcid.org/0000-0002-4536-2684

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo estimate the rate of hospitalisation, identify associated factors and assess out-of-pocket expenditure (OOPE) among adults with multimorbidity in Kerala, India.

designCommunity-based cross-sectional study.

settingTwo districts of Kerala, representing different geographic regions of the state.

participantsA total of 432 adults aged ≥30 years with multimorbidity were selected using multistage cluster sampling; 52.3% were women. OUTCOME MEASURES: Self-reported hospitalisation in the preceding 12 months and OOPE related to multimorbidity.

resultsHospitalisation in the past year was reported by 26.62% of participants (n=115; 95% CI 22.5% to 31.1%). Among them, the majority (n=78, 67.83%) were admitted to government hospitals, and most hospital stays lasted <7 days (n=77, 67%). Hospitalisation was significantly higher among residents of Kollam district (adjusted prevalence ratio (APR) 1.52; 95% CI 1.09 to 2.12), participants with health insurance (APR 1.38; 95% CI 1.01 to 1.89) and those with more than two chronic conditions (APR 1.76; 95% CI 1.28 to 2.41). Among participants who incurred OOPE (90.7%), the median annual expenditure was ₹30 720 (US$353) (IQR ₹17 850-59 725). Medicines constituted the largest share of OOPE (61.7%).

conclusionOne in four adults with multimorbidity in Kerala reported hospitalisation. A significant proportion of OOPE was for drugs. These findings highlight the urgent need for targeted financial protection measures, equitable resource allocation and strengthening of primary care services to reduce avoidable hospitalisations and economic burden. The increase in hospitalisation among those with insurance coverage requires careful attention from policy makers. Regulation of drug prices may be required to reduce the financial burden imposed by drugs.

Indexed as

Financing, PersonalHealth ExpendituresHospitalizationMultimorbidityAdultAgedChronic DiseaseCross-Sectional StudiesFemaleHumansIndiaInsurance, HealthMaleMiddle AgedAgeingPrimary Health CarePUBLIC HEALTH

Identifiers

PMID41791779
PMCPMC12970112

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LicenceCC BY-NC
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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.