Evidence map›Paper›PMID 42133996›Full record

ArticleJMIR mHealth and uHealth2026

Cost-Effectiveness of Internet of Things-Based Management of Home Noninvasive Positive Pressure Ventilation in Patients With Chronic Obstructive Pulmonary Disease and Hypercapnic Chronic Respiratory Failure: Trial-Based Economic Evaluation.

Ruihua Feng, Jiu Cheng, Yueying Cui, Xi Wang, Yinghao Lv, Weipeng Jiang, Chenjun Zhou, Yuanlin Song, Hui Liu

Abstract read
In one paragraph

Article in JMIR mHealth and uHealth, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

9 authors.

Ruihua Feng *Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Yabao Road 3, Beijing, 100020, China, 86 010-52328605.ORCID 0000-0001-6376-9528
Jiu Cheng *Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.ORCID 0009-0008-7069-1579
Yueying CuiInstitute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Yabao Road 3, Beijing, 100020, China, 86 010-52328605.ORCID 0009-0007-7464-6620
Xi WangInstitute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Yabao Road 3, Beijing, 100020, China, 86 010-52328605.ORCID 0009-0009-1465-7752
Yinghao LvShenzhen Health Development Research and Data Management Center, Guangdong, China.ORCID 0009-0006-3449-0927
Weipeng JiangDepartment of Pulmonary Medicine and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.ORCID 0000-0002-3028-891X
Chenjun ZhouSchool of Biomedical Engineering, Tsinghua University, Beijing, China.ORCID 0009-0008-7616-1763
Yuanlin Song *Department of Pulmonary Medicine and Critical Care Medicine, Zhongshan Hospital, Fudan University, Shanghai, China.ORCID 0000-0003-3373-6631
Hui Liu *Institute of Medical Information, Chinese Academy of Medical Sciences & Peking Union Medical College, Yabao Road 3, Beijing, 100020, China, 86 010-52328605.ORCID 0000-0002-6233-3973

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The management of chronic obstructive pulmonary disease (COPD) places a significant burden on health care systems worldwide. Home noninvasive positive pressure ventilation (NPPV) is an established treatment option associated with significant benefits for patients with COPD and hypercapnic chronic respiratory failure. Internet of Things (IoT)-based management may improve communication between patients and physicians and strengthen the integration and comprehensiveness of home NPPV telemonitoring. However, the economic value of such systems remains insufficiently understood. Objective: This study aimed to assess the cost-effectiveness of IoT-based management versus standard management of home NPPV in patients with COPD and hypercapnic chronic respiratory failure. Methods: A Markov decision analytic model was developed to simulate real-world COPD progression and predict health outcomes and costs associated with IoT-based and standard management of home NPPV. COPD progression consisted of 4 health states: stable period, nonserious exacerbation period, serious exacerbation period, and death. Efficacy and cost inputs were primarily sourced from a published multicenter, prospective, randomized controlled trial and supplemented by official Chinese databases where necessary. Quality-adjusted life years (QALYs) were used as effect indicators for this model, which were derived from COPD Assessment Test scores. The discounted lifetime cost per QALY gained was calculated from the Chinese health care payer perspective, and sensitivity analyses were conducted to test the robustness of model results across different assumptions. Results: Compared with standard NPPV, IoT-based NPPV increased costs by ¥3607.26 and improved QALYs by 0.24 per person across the lifetime horizon, resulting in an incremental cost-effectiveness ratio of ¥15,030.25 per QALY, with a 93.6% probability of being cost-effective at the given willingness-to-pay threshold (currency conversion to US dollars was based on the average exchange rate in 2019 [US $1=¥6.9]). Base case results were also robust to multiple one-way sensitivity analyses, with the main drivers being hospitalization costs for the standard and IoT-based NPPV groups during the serious exacerbation period. Conclusions: IoT-based NPPV was cost-effective compared with standard NPPV for patients with COPD and hypercapnic chronic respiratory failure.

Indexed as

Internet of ThingsNoninvasive VentilationPositive-Pressure RespirationPulmonary Disease, Chronic ObstructiveRespiratory InsufficiencyAgedCost-Benefit AnalysisCost-Effectiveness AnalysisFemaleHumansHypercapniaMaleMarkov ChainsMiddle AgedQuality-Adjusted Life Yearschronic obstructive pulmonary diseasecost-effectiveness analysiseconomic evaluationhypercapnic chronic respiratory failureInternet of Thingsnoninvasive positive pressure ventilationtelemedicine

Identifiers

PMID42133996
PMCPMC13175562

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.