Skip to content
PaperFren

What drives the rising cost of diabetes in urban China?

Open paper intelligence

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%.

Source

Trends in economic burden of type 2 diabetes in China: Based on longitudinal claim data

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

doi.org/10.3389/fpubh.2023.1062903Read the full paper ↗24 citationscc by

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.

Inspect source passages

What drives the rising cost of diabetes in urban China?

These passages occur verbatim in the stored paper text. They support the points listed below; they do not verify every statement in the explanation.

N = 44,994 patients with diabetes.

Our research included 44,994 patients with diabetes

Mean annual DM cost rose from 1,292.72 to 2,092.87 USD.

the average annual DM costs for diabetic patients increased from 1,292.72 USD in 2014 to 2,092.87 USD in 2019
Read passages in the original paper

What they did

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).

What they found

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.

The limits

What it doesn't show

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.

Key terms

DM cost
Diabetes-related direct medical cost from claims, including complication-related care.
UEBMI / URRBMI
Urban employee vs urban-rural resident basic medical insurance schemes covering this cohort.
Hospitalization multiplier
Average annual DM cost 2.23 times higher with vs without inpatient care.
Complication count
Number of six ICD-10 complication groups; more groups meant steeply higher cost.
AAGR
Average annual growth rate of mean DM cost (10.12% here).

Flashcards

1 / 8

0 of 8 answers reviewed

Research intelligence for this paper

See its role on concept claims, tensions it is part of, placement history, and related discoveries.

Open paper intelligence

Quiz yourself

1 / 5

Analytic n was about:

Common questions

How many patients?

44,994 people with diabetes.

Cost change 2014–2019?

From 1,292.72 to 2,092.87 USD per year on average.

Hospitalization effect?

2.23 times the DM cost of non-hospitalized patients.

Costliest complications?

Cardiovascular (+65%) and nephropathy (+54%).

More on Diabetes