Skip to content
PaperFren

Diabetes

What drives the rising cost of diabetes in urban China?

Liu X, Zhang L, Chen W · Frontiers in public health · 2023

Open access · cc by · source: Europe PMC

In 44,994 urban Chinese patients, mean annual diabetes-related medical costs rose from $1,293 (2014) to $2,093 (2019); hospitalization multiplied cost 2.23× and cardiovascular/kidney complications added ~65%/54%.

Study at a glance

Design
Cohort — Longitudinal urban Chinese health-insurance claims 2014–2019 for people diagnosed with diabetes before January 2015; regression of DM cost on hospitalization and complications.
N
N=44994 · 44,994 patients (47% men; mean age 65.3); 89% UEBMI.
Population
Urban patients with diabetes in one eastern Chinese city, identified from the official health-management system.
Outcome
Annual diabetes-related direct medical cost (DM cost) and effects of hospitalization and six complication groups.

Structured fields used in claim comparison tables when every cited study has a complete layer.

Key findings

Complications prevalence rose from 58.9% (2014) to 91.9% (2019). Cost AAGR was 10.12%. Hospitalized patients’ 2019 mean cost was $4,524 vs $1,172 without admission. Cost scaled with complication count (1.83× to 7.53× vs none). Cardiovascular (+65%) and nephropathy (+54%) were the priciest types.

Methodology

Pulled 2014–2019 claims for everyone diagnosed with diabetes before 2015 in one eastern city, classified six ICD-10 complication groups, described stratified DM costs, and used clustered multiple linear regression (exponentiated β as cost multipliers).

Limitations

One city and insurance claims miss informal care and undiagnosed diabetes; observational multipliers are not causal proof that preventing one complication saves exactly 54–65%; coding intensity may rise over time.

How this study connects

Role on claims

Each row is a claim on a concept or method page where this paper supports, challenges, or qualifies the statement. Roles are hand-checked — not a model guess.

Not yet placed on a claim. This paper has study layers, but no concept page yet cites it as support, challenge, or qualifier.

Related papers in this topic

Same topic cluster — not a recommendation engine.