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九项调查和试验中日常功能及痴呆相关行为指标的统计协调。

Statistical harmonization of everyday functioning and dementia-related behavioral measures across nine surveys and trials.

作者信息

Chen Diefei, Jutkowitz Eric, Gross Alden L

机构信息

Department of Epidemiology Johns Hopkins Bloomberg School of Public Health Baltimore Maryland USA.

Johns Hopkins University Center on Aging and Health Baltimore Maryland USA.

出版信息

Alzheimers Dement (Amst). 2023 Mar 15;15(1):e12412. doi: 10.1002/dad2.12412. eCollection 2023 Jan-Mar.

Abstract

INTRODUCTION

Efforts to harmonize measures of everyday function and dementia-related behaviors are needed to synthesize across studies in dementia research. There have been some psychometric attempts to harmonize everyday function for secondary analysis, but far less for dementia-related behaviors.

METHODS

Statistical co-calibration was performed to generate factor scores representing everyday function and dementia-related behaviors for participants with dementia. We evaluated convergent criterion validity of factor scores and mapped the scores onto established clinical instruments.

RESULTS

Factor analyses of included items fit well to available data. Harmonized factors showed expected associations with the Global Clinical Dementia Rating (CDR) score, with greater impairment (higher Global CDR score) corresponding to higher (more severe) levels on factor scores.

DISCUSSION

We used large, well-characterized samples to derive harmonized factors representing everyday functions and dementia-related behaviors. These harmonized factors can be used to tackle questions about dementia phenotypes which require either large samples or unique subpopulations.

摘要

引言

痴呆症研究需要统一日常功能和痴呆相关行为的测量方法,以便综合各项研究。已经有一些心理测量学方面的尝试来统一日常功能用于二次分析,但针对痴呆相关行为的尝试要少得多。

方法

对患有痴呆症的参与者进行统计协同校准,以生成代表日常功能和痴呆相关行为的因子得分。我们评估了因子得分的收敛效度标准,并将这些得分映射到既定的临床工具上。

结果

纳入项目的因子分析与现有数据拟合良好。统一后的因子与全球临床痴呆评定量表(CDR)得分呈现预期关联,功能损害越严重(全球CDR得分越高),因子得分越高(越严重)。

讨论

我们使用大规模、特征明确的样本得出了代表日常功能和痴呆相关行为的统一因子。这些统一因子可用于解决有关痴呆症表型的问题,这些问题要么需要大样本,要么需要独特的亚人群。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fa1d/10017408/de6e5b1a696e/DAD2-15-e12412-g002.jpg

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