ReviewPloS one2018
Mapping the knowledge structure of frailty in journal articles by text network analysis.
Review in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
What it found
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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.
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Who cites it
10 citing papers in PubMed, 56 citations in OpenAlex.
- Article
- Insights into the long-term effects of COVID-19 responses on transportation facilities.Transportation research. Part D, Transport and environment · 2022Article
- Exploring the Recent Trends in Management of Dementia and Frailty: Focus on Diagnosis and Treatment.Current medicinal chemistry · 2022Article
- Analysis of research on metabolic syndrome in cancer survivors using topic modeling and social network analysis.Science progress · 2021Article
- Identifying the Knowledge Structure and Trends of Outreach in Public Health Care: A Text Network Analysis and Topic Modeling.International journal of environmental research and public health · 2021Article
- Trends in Nursing Research on Infections: Semantic Network Analysis and Topic Modeling.International journal of environmental research and public health · 2021Article
- Science maps for exploration, navigation, and reflection-A graphic approach to strategic thinking.PloS one · 2021Article
- Identification of the Knowledge Structure of Cancer Survivors' Return to Work and Quality of Life: A Text Network Analysis.International journal of environmental research and public health · 2020Article
- An opinion paper on the maintenance of robustness: Towards a multimodal and intergenerational approach using digital twins.Aging medicine (Milton (N.S.W)) · 2020Article
- Individualized intervention for frail non-dialysis elderly patients with chronic kidney disease: protocol for a randomized controlled trial.BMC geriatrics · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundsThis study was to understand the trends of frailty research and networking features of keywords from the academic articles focusing on frailty in the last four decades.
methodKeywords were extracted from articles (n = 6,424) retrieved from Web of Science, from 1981 to April 2016, using Bibexcel, and a social network analysis was conducted using Net Miner.
resultsThe core-keywords of research on frailty are constantly changing over the last 40 years. The keywords were tended to focus on impact in the 1980s, and moved to the determinants (i.e., malnutrition) in the 1990s and the 2000s, and in the 2010s, most of keywords were about determinants and measurement of frailty. In the early stages of frailty research, individual behaviour modifications were emphasized as intervention. Keywords with the highest degree centralities were 'impact' (1980s), 'frailty' (1990s), 'home care' (2000s), and 'dementia' (2010s). Keywords with the highest betweenness centralities were 'model' (1980s), 'frailty' (1990s), 'chronic disease' (2000s), and 'malnutrition' (2010s). DISCUSSION: This study provides a systematic overview of frailty knowledge development. 'Dementia' was found to be the keyword with the highest degree centrality, showing that studies on cognitive function are those being most actively conducted in recent decade. In the 2000s frailty research, sub-themes were sarcopenia, dementia and disability, indicating that frailty was investigated from the view of disease. In the 2010s, obesity, nutrition, prevention, evaluation, and ADL (activities of daily living) were sub-themes of the research network that focused on frailty prevention.
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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.