Evidence map›Paper›PMID 42421060›Full record

ArticleBMC health services research2026

Determinants of out-of-pocket expenditures amongst cancer patients undergoing modern radiotherapy modalities in public healthcare facilities of Tamil Nadu, South India.

Arivarasan Barathi, Yuvaraj Krishnamoorthy, Dhanajayan Govindan, Suthanthira Kannan, Deivasigamani Kuberan, Venmathi Elangovan, Muneera Parveen, Afrith John Poul, Marie Gilbert Majella

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Article in BMC health services research, 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

9 authors.

Arivarasan BarathiDepartment of Community Medicine, ESIC Medical College and Hospital, Chennai, 600078, India.
Yuvaraj KrishnamoorthyPartnership for Research, Opportunities, Planning, Upskilling, and Leadership (PROPUL) Evidence, Chennai, 600099, India. yuvaraj@propulevidence.org.
Dhanajayan GovindanDepartment of Community Medicine, ESIC Medical College and Hospital, Chennai, 600078, India.
Suthanthira KannanDepartment of Community Medicine, ESIC Medical College and Hospital, Chennai, 600078, India.
Deivasigamani KuberanDepartment of Community Medicine, ESIC Medical College and Hospital, Chennai, 600078, India.
Venmathi ElangovanDepartment of Community Medicine, ESIC Medical College and Hospital, Chennai, 600078, India.
Muneera ParveenPartnership for Research, Opportunities, Planning, Upskilling, and Leadership (PROPUL) Evidence, Chennai, 600099, India.
Afrith John PoulPartnership for Research, Opportunities, Planning, Upskilling, and Leadership (PROPUL) Evidence, Chennai, 600099, India.
Marie Gilbert MajellaEpidemiology and Public Health Unit, Partnership for Research, Opportunities, Planning, Upskilling, and Leadership (PROPUL) Evidence, Chennai, 600099, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe advancement of medical technology has improved cancer treatment, yet financial disparities remain, particularly in low-income regions. Modern radiotherapy modalities, including LINAC, Cobalt Therapy, and Brachytherapy, impose significant Out-Of-Pocket Expenditure (OOPE) on patients despite public healthcare provisions. This study aims to assess OOPE and its determinants among patients undergoing advanced radiotherapy in public healthcare facilities in Tamil Nadu.

methodsA cross-sectional study was conducted in secondary and tertiary hospitals across Tamil Nadu, enrolling 500 patients undergoing radiotherapy. Patient-level costing included direct medical costs (procedure, material), direct non-medical costs (travel, accommodation, food), and indirect costs (income loss for patients and caregivers). Log-linear regression models in STATA 17 identified key OOPE determinants, including socioeconomic status, insurance coverage, travel distance, and waiting time.

resultsWhile procedural costs were covered under insurance, non-medical and indirect costs significantly contributed to OOPE. The median total per-patient cost per radiotherapy procedure was ₹900 for LINAC, ₹840 for cobalt therapy, and ₹1,550 for brachytherapy. Higher socioeconomic status and greater travel distances increased expenditures. Patients who were insured but did not utilize insurance faced catastrophic expenses (₹55,900 median cost), highlighting gaps in awareness and accessibility.

conclusionDespite insurance coverage, financial burdens persist, necessitating targeted interventions. Strengthening insurance utilization, decentralizing radiotherapy services, and integrating patient support systems can reduce OOPE. Future research should explore long-term financial interventions to improve equitable cancer care.

Indexed as

Health ExpendituresNeoplasmsRadiotherapyAdultBrachytherapyCross-Sectional StudiesFemaleHumansIndiaMaleMiddle AgedSocioeconomic FactorsBrachytherapyCobalt therapyCosting, LINACOut-of-pocket expenditureRadiotherapy

Identifiers

PMID42421060
PMCPMC13637148

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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.