{"title":"Modeling the Relationship between Symptom Burden, Falls and Outcomes.","authors":"Michelle A McKay, Margaret Brace","doi":"10.1097/NNR.0000000000000835","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Falls constitute a public health crisis for older adults. Almost half of older adults have increased symptom burden that limits function and increases fall risk.</p><p><strong>Objectives: </strong>The aims of this study were to determine if the relationship between symptom burden and outcomes are mediated by falls and whether symptoms further moderate outcomes of falls.</p><p><strong>Methods: </strong>Data came from the National Health and Aging Trends Study. Path models were used to test the mediation of the relationship between symptom burden in 2015 and outcomes in 2016 by falls in the past year, as well as the moderation of the effect of falls on outcomes by symptom burden. Models were stratified by age.</p><p><strong>Results: </strong>There was a significant moderated mediation for participants aged ≥80 years in which higher symptom burden had a direct association with higher risk for hospitalization, an indirect link to higher risk for hospitalization through an increased risk for falls, but a dampening effect on the association between falls and hospitalization. For disability and wellbeing, falls partially mediated the association between symptom burden and outcomes for those <80 years. For ≥80 years, symptom burden was associated with falls and with the outcome, but there was no mediation. Falls consistently mediate the connection between symptoms and outcomes for those aged 65-79, but not for those aged 80 and older.</p><p><strong>Discussion: </strong>The results suggest that symptom burden may be a potential assessment tool for identifying the risk for falls in older adults. Further research could explore tailored intervention development for targeting symptom management and fall prevention.</p>","PeriodicalId":49723,"journal":{"name":"Nursing Research","volume":" ","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Nursing Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/NNR.0000000000000835","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"NURSING","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Falls constitute a public health crisis for older adults. Almost half of older adults have increased symptom burden that limits function and increases fall risk.
Objectives: The aims of this study were to determine if the relationship between symptom burden and outcomes are mediated by falls and whether symptoms further moderate outcomes of falls.
Methods: Data came from the National Health and Aging Trends Study. Path models were used to test the mediation of the relationship between symptom burden in 2015 and outcomes in 2016 by falls in the past year, as well as the moderation of the effect of falls on outcomes by symptom burden. Models were stratified by age.
Results: There was a significant moderated mediation for participants aged ≥80 years in which higher symptom burden had a direct association with higher risk for hospitalization, an indirect link to higher risk for hospitalization through an increased risk for falls, but a dampening effect on the association between falls and hospitalization. For disability and wellbeing, falls partially mediated the association between symptom burden and outcomes for those <80 years. For ≥80 years, symptom burden was associated with falls and with the outcome, but there was no mediation. Falls consistently mediate the connection between symptoms and outcomes for those aged 65-79, but not for those aged 80 and older.
Discussion: The results suggest that symptom burden may be a potential assessment tool for identifying the risk for falls in older adults. Further research could explore tailored intervention development for targeting symptom management and fall prevention.
期刊介绍:
Nursing Research is a peer-reviewed journal celebrating over 60 years as the most sought-after nursing resource; it offers more depth, more detail, and more of what today''s nurses demand. Nursing Research covers key issues, including health promotion, human responses to illness, acute care nursing research, symptom management, cost-effectiveness, vulnerable populations, health services, and community-based nursing studies. Each issue highlights the latest research techniques, quantitative and qualitative studies, and new state-of-the-art methodological strategies, including information not yet found in textbooks. Expert commentaries and briefs are also included. In addition to 6 issues per year, Nursing Research from time to time publishes supplemental content not found anywhere else.