Executive Functions, Processing Speed, and Memory Performance: Untangling the Age-related Effects

Bhaswati Saikia, Ravikesh Tripathi
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Abstract

Age-related decline in memory function is a universal phenomenon. However, several factors are known to affect memory decline associated with aging. The present research aimed to study the differences between young adults and older adults in neurocognitive functions. It also aimed to examine the relative contribution of aging and executive functions to memory performance. The sample consisted of two groups: 43 young adults and 40 older adults. Participants were selected from the community using purposive sampling. Each participant underwent screening using the Edinburgh Handedness Inventory, Modified Mini Screen, and Global Cognitive Screen. A detailed neuropsychological assessment was individually conducted using standardized measures of executive functions, processing speed, episodic memory, and semantic memory. We examined group differences between younger and older participants using the Mann Whitney U test. Additionally, we investigated the contributions of age, processing speed, and executive function to memory through stepwise multiple regression analysis. Analysis of the results suggests significantly worse performance by older participants compared to younger participants on learning and memory (p<.001), semantic memory (p<.001), processing speed (p<.001), and executive functions (p<.001). Our results further indicate that age, processing speed, and executive functions were associated with better performance in learning and memory. However, age emerged as the strongest predictor, followed by processing speed and working memory. Our study demonstrates that aging plays the most significant role in predicting the decline of learning and memory, as well as semantic memory. However, executive functions and processing speed can differentially influence age-associated memory decline. Future studies are warranted on larger populations and more diverse age groups to better comprehend the differential roles of speed, executive functions, and aging on memory performance. We recommend developing age- and education-based normative data for neuropsychological tools specifically tailored to the Indian population.
执行功能、处理速度和记忆表现:解开与年龄有关的影响
与年龄有关的记忆功能衰退是一种普遍现象。然而,已知有几种因素会影响与衰老相关的记忆力下降。 本研究旨在研究年轻人和老年人在神经认知功能方面的差异。研究还旨在探讨衰老和执行功能对记忆表现的相对贡献。 样本包括两组:43 名年轻人和 40 名老年人。参与者通过有目的的抽样从社区中选出。每位参与者都接受了爱丁堡手感量表、改良迷你筛查和全球认知筛查的筛查。我们还使用执行功能、处理速度、外显记忆和语义记忆的标准化测量方法对每个人进行了详细的神经心理学评估。我们使用曼-惠特尼 U 检验法检验了年轻参与者和年长参与者之间的群体差异。此外,我们还通过逐步多元回归分析研究了年龄、处理速度和执行功能对记忆力的影响。 分析结果表明,在学习记忆(p<.001)、语义记忆(p<.001)、处理速度(p<.001)和执行功能(p<.001)方面,年龄较大的参与者的表现明显差于年龄较小的参与者。我们的研究结果进一步表明,年龄、处理速度和执行功能与学习和记忆方面的更佳表现有关。然而,年龄是最强的预测因素,其次是处理速度和工作记忆。 我们的研究表明,在预测学习和记忆以及语义记忆的衰退方面,年龄起着最为重要的作用。然而,执行功能和处理速度也会对年龄相关的记忆力衰退产生不同程度的影响。为了更好地理解速度、执行功能和衰老对记忆表现的不同作用,今后有必要对更大的人群和更多样化的年龄组进行研究。我们建议为专门针对印度人群的神经心理学工具开发基于年龄和教育程度的标准数据。
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