Evidence map›Paper›PMID 39828435›Full record

Observational studyBMJ open diabetes research & care2025

Outcome evaluation and cost-effectiveness analysis for an integrated multidisciplinary diabetic limb salvage program: a combined observational and simulation study.

Lixia Ge, Yan Sun, Elaine Tan, Huiling Liew, Jeremy Hoe, Jaime Lin, Joseph Molina, Gary Ang, Xiaoli Zhu, Kai Qiang Low and 18 more

Abstract readObservational Study
In one paragraph

Observational study in BMJ open diabetes research & care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

28 authors.

Lixia Ge *Health Services and Outcomes Research, National Healthcare Group, Singapore zhiwen@gmail.com zhiwen_lo@wh.com.sg glx.lisa@gmail.com.ORCID http://orcid.org/0000-0001-8080-7020
Yan Sun *Health Services and Outcomes Research, National Healthcare Group, Singapore.
Elaine TanNational Healthcare Group Polyclinics, Singapore.
Huiling LiewDepartment of Endocrinology, Tan Tock Seng Hospital, Singapore.
Jeremy HoeDepartment of General Medicine, Khoo Teck Puat Hospital, Singapore.
Jaime LinDepartment of Endocrinology, Woodlands Health, Singapore.
Joseph MolinaHealth Services and Outcomes Research, National Healthcare Group, Singapore.
Gary AngHealth Services and Outcomes Research, National Healthcare Group, Singapore.ORCID http://orcid.org/0000-0001-9338-7299
Xiaoli ZhuNational Healthcare Group Polyclinics, Singapore.
Kai Qiang LowNational Healthcare Group Polyclinics, Singapore.
Theophilus YapNational Healthcare Group Polyclinics, Singapore.
Nur Aberleen Syafirah Binte AzmiNational Healthcare Group Polyclinics, Singapore.
Enming YongDepartment of General Surgery, Tan Tock Seng Hospital, Singapore.
Tiffany ChewDepartment of Podiatry, Tan Tock Seng Hospital, Singapore.
Hui Yan KooDepartment of Endocrinology, Tan Tock Seng Hospital, Singapore.
Chelsea LawDepartment of Podiatry, Khoo Teck Puat Hospital, Singapore.
Dexter Yak Seng ChanDepartment of General Surgery, Khoo Teck Puat Hospital, Singapore.
Claris ShiDepartment of Orthopaedics Surgery, Khoo Teck Puat Hospital, Singapore.
Julia ChooClinical Transformation, National Healthcare Group, Singapore.
Wai Han HoiDepartment of Endocrinology, Woodlands Health, Singapore.
Sadhana ChandraskearDepartment of General Surgery, Woodlands Health, Singapore.
Jo Ann LimDepartment of Podiatry, Woodlands Health, Singapore.
Jemes SiowDepartment of Orthopaedic Surgery, Woodlands Health, Singapore.
Sabariah Binte KasponDepartment of General Surgery, Woodlands Health, Singapore.
Subramaniam TavintharanDepartment of General Medicine, Khoo Teck Puat Hospital, Singapore.
Daniel ChewTan Tock Seng Hospital, Singapore.
John AbisheganadenHealth Services and Outcomes Research, National Healthcare Group, Singapore.
Zhiwen Joseph LoDepartment of Surgery, Woodlands Health, Singapore zhiwen@gmail.com zhiwen_lo@wh.com.sg glx.lisa@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionTo compare the clinical outcomes and healthcare utilization of patients enrolled in the multidisciplinary Diabetic Foot in Primary and Tertiary (DEFINITE) Care program with a matched historical cohort and estimate the program's long-term cost-effectiveness using simulation. RESEARCH DESIGN AND

methodsThis study consisted of two components: a 1-year observational outcome evaluation and a long-term simulation-based cost-effectiveness analysis (CEA). We conducted an observational study to analyze 2798 patients with diabetic foot ulcers (DFUs) enrolled in the program between June 2020 and June 2021 (DEFINITE Care group) and 5462 patients with DFUs from June 2016 to December 2017 as historical controls. One-to-one propensity score matching (PSM) with replacement was conducted to estimate the treatment effect of the program on clinical outcomes and healthcare utilization over 1 year. For the simulation component, a long-term CEA was performed using a Markov state transition model on a simulated cohort of 10 000 patients with DFUs over a 20-year period, assessing transitions between health states, including minor and major amputations and death. The incremental cost-effectiveness ratio (ICER) was calculated for the DEFINITE Care program relative to routine care.

resultsThe estimation of average treatment effects based on propensity scores showed that the DEFINITE Care group exhibited a 9% lower mortality, 5% higher lower extremity amputation (LEA)-free survival, yet a 5% higher minor LEA rate compared with the matched historical controls. Additionally, they experienced fewer inpatient admissions (0.98 fewer episodes) and shorter hospital stays (5.5 fewer days) within 1 year (p-value <0.001). The ICER was US$22 707 (SE: 430) per quality-adjusted life year gained, indicating long-term cost-effectiveness. Probabilistic sensitivity analysis supported these findings.

conclusionsThe integrated multidisciplinary DEFINITE Care program improved LEA-free survival, reduced inpatient admissions and length of stay within 1 year and demonstrated long-term cost-effectiveness managing DFUs.

Indexed as

Cost-Benefit AnalysisDiabetic FootLimb SalvageOutcome Assessment, Health CareAgedAmputation, SurgicalComputer SimulationCost-Effectiveness AnalysisFemaleFollow-Up StudiesHumansMaleMiddle AgedQuality-Adjusted Life YearsCosts and Cost AnalysisDiabetic FootHealth Services ResearchMultidisciplinary

Identifiers

PMID39828435
PMCPMC11749800

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Registered trials

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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.