Evidence map›Paper›PMID 42780708›Full record

ArticleFrontiers in public health2026

Cost concentration and resource-use intensity in high-cost HIV/AIDS hospitalizations: evidence from a tertiary infectious disease hospital cohort in China.

Di Shen, Yuwei Wang, Xin Li, Xiduo Yang, Mengfan Yu

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Article in Frontiers in public health, 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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5 · Who and what money

Authors and funding

5 authors.

Di Shen *School of Management, Beijing University of Chinese Medicine, Beijing, China.
Yuwei Wang *School of Management, Beijing University of Chinese Medicine, Beijing, China.
Xin LiMedical Insurance Office, Beijing Ditan Hospital, Capital Medical University, Beijing, China.
Xiduo YangSchool of Management, Beijing University of Chinese Medicine, Beijing, China.
Mengfan YuSchool of Management, Beijing University of Chinese Medicine, Beijing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: With the expansion of antiretroviral therapy, human immunodeficiency virus/acquired immunodeficiency syndrome (HIV/AIDS) has increasingly become a manageable chronic condition. However, late presentation, opportunistic infections, and critical care can still generate substantial inpatient costs. Mean-based analyses may obscure upper-tail cost concentration. This study quantified HIV/AIDS inpatient cost concentration and resource-use profiles of high-cost hospitalizations. Methods: We analyzed HIV/AIDS hospitalizations at a tertiary infectious disease hospital between 1 January 2019 and 31 December 2024. High-cost hospitalizations were defined as total inpatient costs at or above the 90th percentile. Cost concentration was assessed using the Lorenz curve, Gini coefficient, and expenditure shares of the top 5 and 10%. Multivariable logistic regression identified factors associated with high-cost hospitalization. Conditional quantile regression examined associations between medical resource-use intensity and costs across quantiles; recentered influence function unconditional 90th-percentile regression was used as a supplementary analysis. Results: Among 3,240 hospitalizations, the 90th-percentile threshold was RMB 62,683.41. The top 5 and 10% accounted for 23.49 and 35.97% of total inpatient costs; the Gini coefficient was 0.481. Compared with low resource-use intensity, moderate and high resource-use intensity were associated with high-cost hospitalization, with adjusted odds ratios of 18.27 (95% CI, 4.41-75.70) and 90.62 (95% CI, 21.94-374.34), respectively. Prolonged length of stay, a greater number of coded opportunistic or AIDS-defining conditions, and non-local care seeking were also associated with high-cost hospitalization. The estimated cost difference associated with high resource-use intensity was numerically larger at higher cost quantiles, ranging from RMB 18,261.89 at the 25th percentile to RMB 60,178.15 at the 90th percentile. Conclusion: In this single-center study conducted at a tertiary infectious disease hospital in China, HIV/AIDS inpatient costs were concentrated in a small proportion of high-cost hospitalizations. High resource-use intensity, prolonged stay, and greater coded disease burden characterized high-cost cases, especially in the upper tail. These findings highlight the value of distributional cost analysis for identifying high-resource-use hospitalizations and informing complex case management and hospital resource planning in HIV/AIDS care.

Indexed as

Acquired Immunodeficiency SyndromeHealth ResourcesHIV InfectionsHospital CostsHospitalizationTertiary Care CentersAdultChinaCohort StudiesFemaleHumansMaleMiddle Agedcost concentrationhigh-cost hospitalizationsHIV/AIDSinpatient costsresource-use intensity

Identifiers

PMID42780708
PMCPMC13597741

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