Societal costs of older adults with low back pain seeking chiropractic care: findings from the BACE-C cohort study.

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Esther T Maas, Brenda L van der Vossen, Johanna M van Dongen, Alan D Jenks, Sidney M Rubinstein
{"title":"Societal costs of older adults with low back pain seeking chiropractic care: findings from the BACE-C cohort study.","authors":"Esther T Maas, Brenda L van der Vossen, Johanna M van Dongen, Alan D Jenks, Sidney M Rubinstein","doi":"10.1186/s12998-024-00553-0","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>To describe the societal costs during one year of follow-up among older adults seeking chiropractic care due to a new episode of low back pain (LBP), and to determine what factors predict high societal costs in this population.</p><p><strong>Methods: </strong>Prospective cohort study, within chiropractic private practices (n = 38) in the Netherlands. 223 people ≥ 55 years of age with a new episode of LBP seeking chiropractic care participated. The primary outcome was total societal costs. High societal costs were defined as patients with costs in the top 20th percentile. The final prediction models were obtained using forward selection. Results were presented for the total population and stratified for retirement status. The model's prognostic accuracy (Hosmer-Lemeshow X<sup>2</sup>, Nagelkerke's R<sup>2</sup>) and discriminative ability [area under the receiver operating curve (AUC)] were assessed, and the models were internally validated using bootstrapping.</p><p><strong>Results: </strong>The mean total annual societal cost per patient was €5297 [95% confidence interval (CI): 4191-6403]. The biggest cost driver was presenteeism (65% of total costs), and costs were higher among non-retired participants (€7759; 95% CI 6047-9470) than retired participants (€1892; 95% CI 1088-2695). In the total population, younger age [odds ratio (OR): 0.87 for each additional year; 95% CI 0.80-0.95], being male instead of female (OR 2.96; 95% CI 1.19-7.44), less alcohol intake (OR 0.49; 95% CI 0.20-1.19), working instead of retirement (OR 9.37; 95% CI 1.83-48.04), and more disability at baseline (OR 1.08; 95% CI 1.00-1.16) were found to be predictive of high societal costs. Working was found to be the strongest predictor for high societal costs. After internal validation, the model's fit was good, it's explained variance was moderate (28%) and their AUCs could be interpreted as moderate (0.85). For non-pensioners, the same predictive factors were identified as for the entire population. The costs for the retired participants showed too little variation to be able to predict high costs.</p><p><strong>Conclusions: </strong>This study estimated the mean total annual societal cost of older adults seeking chiropractic care due to a new episode of LBP at €5297 (95% CI 4191-6403).These costs were mainly due to high levels of presenteeism, and extensively differed based upon work status.</p>","PeriodicalId":2,"journal":{"name":"ACS Applied Bio Materials","volume":null,"pages":null},"PeriodicalIF":4.6000,"publicationDate":"2024-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11539272/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Bio Materials","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12998-024-00553-0","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, BIOMATERIALS","Score":null,"Total":0}
引用次数: 0

Abstract

Background: To describe the societal costs during one year of follow-up among older adults seeking chiropractic care due to a new episode of low back pain (LBP), and to determine what factors predict high societal costs in this population.

Methods: Prospective cohort study, within chiropractic private practices (n = 38) in the Netherlands. 223 people ≥ 55 years of age with a new episode of LBP seeking chiropractic care participated. The primary outcome was total societal costs. High societal costs were defined as patients with costs in the top 20th percentile. The final prediction models were obtained using forward selection. Results were presented for the total population and stratified for retirement status. The model's prognostic accuracy (Hosmer-Lemeshow X2, Nagelkerke's R2) and discriminative ability [area under the receiver operating curve (AUC)] were assessed, and the models were internally validated using bootstrapping.

Results: The mean total annual societal cost per patient was €5297 [95% confidence interval (CI): 4191-6403]. The biggest cost driver was presenteeism (65% of total costs), and costs were higher among non-retired participants (€7759; 95% CI 6047-9470) than retired participants (€1892; 95% CI 1088-2695). In the total population, younger age [odds ratio (OR): 0.87 for each additional year; 95% CI 0.80-0.95], being male instead of female (OR 2.96; 95% CI 1.19-7.44), less alcohol intake (OR 0.49; 95% CI 0.20-1.19), working instead of retirement (OR 9.37; 95% CI 1.83-48.04), and more disability at baseline (OR 1.08; 95% CI 1.00-1.16) were found to be predictive of high societal costs. Working was found to be the strongest predictor for high societal costs. After internal validation, the model's fit was good, it's explained variance was moderate (28%) and their AUCs could be interpreted as moderate (0.85). For non-pensioners, the same predictive factors were identified as for the entire population. The costs for the retired participants showed too little variation to be able to predict high costs.

Conclusions: This study estimated the mean total annual societal cost of older adults seeking chiropractic care due to a new episode of LBP at €5297 (95% CI 4191-6403).These costs were mainly due to high levels of presenteeism, and extensively differed based upon work status.

患有腰背痛的老年人寻求脊骨神经治疗的社会成本:BACE-C 队列研究的发现。
背景:目的:描述因新发腰背痛(LBP)而寻求脊骨神经科治疗的老年人在一年随访期间的社会成本,并确定哪些因素可预测该人群的高社会成本:方法:前瞻性队列研究,在荷兰的脊骨神经科私人诊所进行(n = 38)。223名年龄≥55岁、患有新发腰痛并寻求脊骨神经治疗的患者参加了研究。主要结果是社会总成本。高社会成本被定义为成本在前20百分位数的患者。最终预测模型采用前向选择法得出。结果显示了总人口的预测结果,并根据退休状况进行了分层。对模型的预后准确性(Hosmer-Lemeshow X2、Nagelkerke's R2)和判别能力[接收器工作曲线下面积(AUC)]进行了评估,并使用引导法对这些模型进行了内部验证:每位患者每年的平均社会总成本为 5297 欧元[95% 置信区间 (CI):4191-6403]。最大的成本驱动因素是缺勤(占总成本的 65%),非退休参与者的成本(7759 欧元;95% CI 6047-9470)高于退休参与者(1892 欧元;95% CI 1088-2695)。在总人口中,年龄较小[几率比(OR):每增加一岁为 0.87;95% CI 0.80-0.95]、男性而非女性(OR 2.96;95% CI 1.19-7.44)、酒精摄入量较少(OR 0.49;95% CI 0.20-1.19)、工作而非退休(OR 9.37;95% CI 1.83-48.04)以及基线残疾较多(OR 1.08;95% CI 1.00-1.16)被认为是社会成本较高的预测因素。工作是高社会成本的最强预测因素。经过内部验证,模型的拟合度良好,解释方差适中(28%),AUC 值适中(0.85)。对于非养老金领取者,确定了与整个人口相同的预测因素。退休参与者的成本变化太小,无法预测高成本:本研究估计,老年人因新发腰背痛而寻求脊骨神经科治疗的平均年度社会总成本为5297欧元(95% CI 4191-6403)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信