ReviewAgeing research reviews2016
Frailty assessment instruments: Systematic characterization of the uses and contexts of highly-cited instruments.
Review in Ageing research reviews, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 382 papers, 13 of them syntheses that pooled 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.
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.
Who cites it
382 citing papers in PubMed, 13 syntheses or guidelines pooled it, 850 citations in OpenAlex.
- Understanding frailty across the kidney transplant continuum: a comprehensive systematic review of recent evidence.International urology and nephrology · 2026Pooled it
- Frailty assessment and effect of physical activity interventions in older adults: a scoping review, meta-analysis, and meta-regression.BMC geriatrics · 2026Pooled it
- Association Between Frailty and Cognitive Impairment in Chronic Kidney Disease: A Systematic Review and Meta-Analysis.Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing · 2026Pooled it
- Comparative analysis of frailty identification tools in community services across the Asia-Pacific: A systematic review and meta-analysis.The journal of nutrition, health & aging · 2025Pooled it
- The impact of frailty on clinical outcomes among individuals with COPD: a systematic review and meta-analysis.BMC pulmonary medicine · 2025Pooled it
- Evidence on non-pharmacological interventions for preventing or reversing physical frailty in community-dwelling older adults aged over 50 years: overview of systematic reviews.BMC geriatrics · 2025Pooled it
- Factors associated with frailty in older people: an umbrella review.BMC geriatrics · 2024Pooled it
- Health-related quality of life measures provide information on the contributors, components, and consequences of frailty in HIV: a systematic mapping review.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2024Pooled it
- Association between frailty and clinical outcomes in patients undergoing craniotomy-systematic review and meta-analysis of observational studies.Systematic reviews · 2024Pooled it
- Exploring In Vivo Models of Musculoskeletal Frailty: A Comprehensive Systematic Review.International journal of molecular sciences · 2023Pooled it
- Frailty and its influence on mortality and morbidity in COPD: A Systematic Review and Meta-Analysis.Internal and emergency medicine · 2023Pooled it
- Hypertension Treatment in Frail Older Adults: A Systematic Review and Appraisal of Guidelines.Drugs & aging · 2023Pooled it
- The prevalence of frailty among breast cancer patients: a systematic review and meta-analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2022Pooled it
- Comprehensive geriatric assessment for people living with HIV and frailty: A mixed-methods feasibility randomized controlled trial.HIV medicine · 2026Trial
- Effectiveness of a randomized intervention by a geriatric team in frail hospital inpatients in non-geriatric settings: FRAILCLINIC project.Journal of cachexia, sarcopenia and muscle · 2024Trial
- Validation of a Deficit-Accumulation Frailty Index in the ASPirin in Reducing Events in the Elderly Study and Its Predictive Capacity for Disability-Free Survival.The journals of gerontology. Series A, Biological sciences and medical sciences · 2022Trial
- The frailty mortality link in people with chronic diseases pertaining to 13 body organ systems: findings from the UK Biobank study.GeroScience · 2026Article
- Association of the Primary Care Frailty Index with Postoperative Outcomes in Older Patients Undergoing Major Gastrointestinal Oncologic Surgery: A Retrospective Cohort Study.Journal of clinical medicine · 2026Article
- Review
- Comparison of Electronic Health Data-Based Frailty Assessment Tools for Prediction of Adverse Outcomes of Patients With Chronic Kidney Disease.Nephrology (Carlton, Vic.) · 2026Article
322 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 1 institution in 1 country.
Funding
Abstract
The medical syndrome of frailty is widely recognized, yet debate remains over how best to measure it in clinical and research settings. This study reviewed the frailty-related research literature by (a) comprehensively cataloging the wide array of instruments that have been utilized to measure frailty, and (b) systematically categorizing the different purposes and contexts of use for frailty instruments frequently cited in the research literature. We identified 67 frailty instruments total; of these, nine were highly-cited (≥ 200 citations). We randomly sampled and reviewed 545 English-language articles citing at least one highly-cited instrument. We estimated the total number of uses, and classified use into eight categories: risk assessment for adverse health outcomes (31% of all uses); etiological studies of frailty (22%); methodology studies (14%); biomarker studies (12%); inclusion/exclusion criteria (10%); estimating prevalence as primary goal (5%); clinical decision-making (2%); and interventional targeting (2%). The most common assessment context was observational studies of older community-dwelling adults. Physical Frailty Phenotype was the most used frailty instrument in the research literature, followed by the Deficit Accumulation Index and the Vulnerable Elders Survey. This study provides an empirical evaluation of the current uses of frailty instruments, which may be important to consider when selecting instruments for clinical or research purposes. We recommend careful consideration in the selection of a frailty instrument based on the intended purpose, domains captured, and how the instrument has been used in the past. Continued efforts are needed to study the validity and feasibility of these instruments.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.