Evidence map›Paper›PMID 42156997›Full record

ArticleNPJ digital medicine2026

Economic evaluation of telemedicine-based integrated management of atrial fibrillation in rural China: a modeling analysis.

Wen Liu, Mingfang Li, Yuxuan Cai, Ming Chu, Shimeng Zhang, Gang Yang, Zhihang Peng, Gregory Y H Lip, Minglong Chen, MIRACLE-AF Investigators

Abstract read
In one paragraph

Article in NPJ digital medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Wen Liu *Department of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China.
Mingfang Li *Division of Cardiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China.
Yuxuan CaiDepartment of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China.
Ming ChuDivision of Cardiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China.
Shimeng ZhangDivision of Cardiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China.
Gang YangDivision of Cardiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China.
Zhihang PengDepartment of Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China. zhihangpeng@njmu.edu.cn.
Gregory Y H LipLiverpool Centre for Cardiovascular Science at University of Liverpool, Liverpool John Moores University and Liverpool Heart & Chest Hospital, Liverpool, United Kingdom.ORCID http://orcid.org/0000-0002-7566-1626
Minglong ChenDivision of Cardiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China.
MIRACLE-AF Investigators

Funding

National Natural Science Foundation of China 82320108018
6 · The paper itself

Abstract

Atrial fibrillation (AF) imposes a substantial disease and economic burden worldwide, particularly in rural areas with limited access to integrated care. The MIRACLE-AF trial demonstrated significant reductions in cardiovascular mortality, stroke, and heart failure or acute coronary syndrome hospitalizations with telemedicine-based, village doctor-led integrated management versus usual care. We conducted an economic evaluation of this management among patients aged ≥65 years in rural China. A Markov model was developed from the healthcare provider perspective to simulate a hypothetical cohort over a 15-year horizon. Outcomes included incremental cost-effectiveness ratios (ICERs) per cardiovascular death avoided and per stroke avoided, and incremental cost-utility ratios (ICURs) per quality-adjusted life-year (QALY) gained. Costs were expressed in 2024 US dollars ($1 = 7.1975 CNY), with a willingness-to-pay threshold of $35,718 (three times rural China's per-capita GDP in 2024). Compared with usual care, telemedicine-based integrated yielded ICERs of $60,692 per cardiovascular mortality and $4,880 per stroke avoided, and a favorable ICUR of $4,554 per QALY gained. Probabilistic sensitivity analysis indicated cost-effective in 97.60% of simulations, with results most sensitive to the number of patients managed per village doctor. These findings support telemedicine-based, village doctor-led integrated AF management as a potential cost-effective strategy in resource-limited rural settings.

Identifiers

PMID42156997
PMCPMC13454166

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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.