ArticleApplied health economics and health policy2020
Estimating the Unit Costs of Healthcare Service Delivery in India: Addressing Information Gaps for Price Setting and Health Technology Assessment.
Article in Applied health economics and health policy, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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.
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.
Who cites it
16 citing papers in PubMed.
- An Introduction to Costing and the Types of Costs Used within Health Economic Studies.PharmacoEconomics - open · 2025Review
- The Economic Analysis of the Overlooked Recurrent Low Back Pain: Three Years Retrospective Observational Study.Journal of pain research · 2025Article
- Impact of health benefit package policy interventions on service utilisation under government-funded health insurance in Punjab, India: analysis ofThe Lancet regional health. Southeast Asia · 2024Article
- Article
- National hospital costing systems matter for universal healthcare: the India PM-JAY experience.BMJ global health · 2023Article
- Refining the provider payment system of India's government-funded health insurance programme: an econometric analysis.BMJ open · 2023Article
- Cost of screening, out-of-pocket expenditure & quality of life for diabetes & hypertension in India.The Indian journal of medical research · 2023Article
- Costing analysis of an information & communications technology-enabled primary healthcare facility in India.The Indian journal of medical research · 2023Article
- Cost of hospital services in India: a multi-site study to inform provider payment rates and Health Technology Assessment.BMC health services research · 2022Article
- Cost of Surgical Care at Public Sector District Hospitals in India: Implications for Universal Health Coverage and Publicly Financed Health Insurance Schemes.PharmacoEconomics - open · 2022Article
- How much do government and households spend on an episode of hospitalisation in India? A comparison for public and private hospitals in Chhattisgarh state.Health economics review · 2022Article
- Comparing the average cost of outpatient care of public and for-profit private providers in India.BMC health services research · 2021Article
- Development of National Cancer Database for Cost and Quality of Life (CaDCQoL) in India: a protocol.BMJ open · 2021Article
- Translating Research to Policy: Setting Provider Payment Rates for Strategic Purchasing under India's National Publicly Financed Health Insurance Scheme.Applied health economics and health policy · 2021Article
- Article
- Pediatric cardiac procedures in India: Who bears the cost?Annals of pediatric cardiologyArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundIndia's flagship National Health insurance programme (AB-PMJAY) requires accurate cost information for evidence-based decision-making, strategic purchasing of health services and setting reimbursement rates. To address the challenge of limited health service cost data, this study used econometric methods to identify determinants of cost and estimate unit costs for each Indian state.
methodsUsing data from 81 facilities in six states, models were developed for inpatient and outpatient services at primary and secondary level public health facilities. A best-fit unit cost function was identified using guided stepwise regression and combined with data on health service infrastructure and utilisation to predict state-level unit costs.
resultsHealth service utilisation had the greatest influence on unit cost, while number of beds, facility level and the state were also good predictors. For district hospitals, predicted cost per inpatient admission ranged from 1028 (313-3429) Indian Rupees (INR) to 4499 (1451-14,159) INR and cost per outpatient visit ranged from 91 (44-196) INR to 657 (339-1337) INR, across the states. For community healthcare centres and primary healthcare centres, cost per admission ranged from 412 (148-1151) INR to 3677 (1359-10,055) INR and cost per outpatient visit ranged from 96 (50-187) INR to 429 (217-844) INR.
conclusionThis is the first time cost estimates for inpatient admissions and outpatient visits for all states have been estimated using standardised data. The model demonstrates the usefulness of such an approach in the Indian context to help inform health technology assessment, budgeting and forecasting, as well as differential pricing, and could be applied to similar country contexts where cost data are limited.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.