Developing a Patient Profile for the Detection of Cognitive Decline in Subjective Memory Complaint Patients: A Scoping Review and Cross-Sectional Study in Community Pharmacy.

IF 2.7 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES
María Gil-Peinado, Francisco Javier Muñoz-Almaraz, Hernán Ramos, José Sendra-Lillo, Lucrecia Moreno
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引用次数: 0

Abstract

Background and objectives: Early detection of cognitive decline (CD) is crucial for managing dementia risk factors and preventing disease progression. This study pursues two main objectives: (1) to review existing cognitive screening practices implemented in community pharmacy settings and (2) to characterize the cognitive profile of individuals eligible for screening in this context.

Materials and methods: This study was conducted in two phases. First, a scoping review of cognitive screening tools used in community pharmacies was carried out following PRISMA-ScR guidelines. Second, a cross-sectional study was performed to design and implement a CD screening protocol, assessing cognitive function. Data collection included demographic and clinical variables commonly associated with dementia risk. Decision tree analysis was applied to identify key variables contributing to the cognitive profile of patients eligible for screening.

Results: The scoping review revealed that screening approaches differed by country and population, with limited pharmacy involvement suggesting implementation barriers. Cognitive screening was conducted in 18 pharmacies in Valencia, Spain (1.45%), involving 286 regular users reporting Subjective Memory Complaints (SMC). The average age of participants was 71 years, and 74.8% were women. According to the unbiased Gini impurity index, the most relevant predictors of CD-based on the corrected mean decrease in corrected impurity (MDcI), a bias-adjusted measure of variable importance-were age (MDcI: 2.60), internet and social media use (MDcI: 2.43), sleep patterns (MDcI: 1.83), and educational attainment (MDcI: 0.96). Simple decision trees can reduce the need for full screening by 53.6% while maintaining an average sensitivity of 0.707. These factors are essential for defining the profile of individuals who would benefit most from CD screening services.

Conclusions: Community pharmacy-based detection of CD shows potential, though its implementation remains limited by issues of consistency and feasibility. Enhancing early dementia detection in primary care settings may be achieved by prioritizing individuals with limited internet and social media use, irregular sleep patterns, and lower education levels. Targeting these groups could significantly improve the effectiveness of CD screening programs.

开发患者档案以检测主观记忆抱怨患者的认知衰退:社区药房的范围回顾和横断面研究。
背景和目的:早期发现认知能力下降(CD)对于控制痴呆危险因素和预防疾病进展至关重要。本研究有两个主要目的:(1)回顾社区药房实施的现有认知筛查做法;(2)描述在这种情况下有资格进行筛查的个人的认知概况。材料与方法:本研究分两期进行。首先,根据PRISMA-ScR指南对社区药房使用的认知筛查工具进行了范围审查。其次,进行了一项横断面研究,以设计和实施CD筛查方案,评估认知功能。数据收集包括通常与痴呆风险相关的人口统计学和临床变量。决策树分析应用于确定对符合筛查条件的患者的认知概况有贡献的关键变量。结果:范围回顾显示筛查方法因国家和人口而异,有限的药房参与表明实施障碍。在西班牙瓦伦西亚市(1.45%)的18家药店进行认知筛查,涉及286名报告主观记忆投诉(SMC)的常用药人员。参与者的平均年龄为71岁,74.8%为女性。根据无偏基尼杂质指数,cd最相关的预测因素-基于校正后的杂质(MDcI)的校正平均减少量(MDcI),偏差调整变量重要性的测量-是年龄(MDcI: 2.60),互联网和社交媒体使用(MDcI: 2.43),睡眠模式(MDcI: 1.83)和教育程度(MDcI: 0.96)。简单的决策树可以减少53.6%的全面筛查需求,同时保持0.707的平均灵敏度。这些因素对于确定从CD筛查服务中获益最多的个人概况至关重要。结论:基于社区药房的CD检测显示出潜力,但其实施仍受到一致性和可行性问题的限制。通过优先考虑互联网和社交媒体使用有限、睡眠模式不规律和受教育程度较低的个体,可以加强初级保健机构对痴呆症的早期检测。针对这些群体可以显著提高乳糜泻筛查项目的有效性。
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来源期刊
Healthcare
Healthcare Medicine-Health Policy
CiteScore
3.50
自引率
7.10%
发文量
0
审稿时长
47 days
期刊介绍: Healthcare (ISSN 2227-9032) is an international, peer-reviewed, open access journal (free for readers), which publishes original theoretical and empirical work in the interdisciplinary area of all aspects of medicine and health care research. Healthcare publishes Original Research Articles, Reviews, Case Reports, Research Notes and Short Communications. We encourage researchers to publish their experimental and theoretical results in as much detail as possible. For theoretical papers, full details of proofs must be provided so that the results can be checked; for experimental papers, full experimental details must be provided so that the results can be reproduced. Additionally, electronic files or software regarding the full details of the calculations, experimental procedure, etc., can be deposited along with the publication as “Supplementary Material”.
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