Evidence map›Paper›PMID 39661256›Full record

SynthesisEuropean geriatric medicine2025

Cost of illness analysis of frailty for older adults: a systematic review and meta-analysis.

Anung Ahadi Pradana, Dorothy Bai, Aris Teguh Hidayat, Chen-Ju Lin, Shu-Chun Lee

Abstract readSystematic ReviewMeta-Analysis
PubMed Publisher
In one paragraph

Synthesis in European geriatric medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–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

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Article
  4. Article
  5. Article
  6. Article
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  8. Review
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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

5 authors.

Anung Ahadi PradanaInternational PhD Program in Gerontology and Long-Term Care, College of Nursing, Taipei Medical University, Taipei, Taiwan.
Dorothy BaiSchool of Gerontology and Long-Term Care, College of Nursing, Taipei Medical University, Taipei, Taiwan.
Aris Teguh HidayatSekolah Tinggi Ilmu Kesehatan Hesti Wira Sriwijaya, Palembang, Indonesia.
Chen-Ju LinDepartment of Rehabilitation Medicine, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei, Taiwan.
Shu-Chun LeeInternational PhD Program in Gerontology and Long-Term Care, College of Nursing, Taipei Medical University, Taipei, Taiwan. sclee@tmu.edu.tw.ORCID 0000-0002-5982-347X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThe increasing burden of out-of-pocket expenses borne by older adults with frailty can be a considerable challenge in efforts toward improving societal health. This study estimated the cost of frailty for older adults by employing cost of illness theory.

methodsFive electronic databases were searched (without any language or year restriction) for relevant articles from their inception to April 2024. Studies investigating the cost of frailty and prefrailty for older adults (aged ≥ 60 years) were included.

resultsA total of 51 studies were included. The findings revealed that frailty significantly increased mean total costs by US$3286 and US$4653 compared with the costs for individuals with prefrailty and robustness, respectively. The cost difference between the prefrailty and robust groups was US$2729. The increases in indirect costs did not significantly differ between the prefrailty and robust groups or between the frailty and robust groups. The total cost by setting was significantly increased in the frailty group relative to the prefrailty and robust groups. The results stratified by continent or region revealed that only the frailty and prefrailty groups in North America experienced significant increases in total costs relative to the robust group. However, in the Asia-Pacific region and Europe, no significant results were noted.

conclusionsThis is the first meta-analysis to employ cost of illness theory to investigate the cost of frailty. Our findings can help providers of health-care services and professional workers develop effective and comprehensive intervention plans and services that can be provided for older adults with frailty.

Indexed as

Cost of IllnessFrail ElderlyFrailtyHealth Care CostsHealth ExpendituresAgedAged, 80 and overHumansCost analysisFrailtyMeta analysisOlder adultsPrefrailty

Identifiers

PMID39661256

What OpenQuestion holds

Textmetadata
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.