Anunciação Luis, Portugal Anna, Rabelo Ivan, Landeira-Fernandez J
Psychometrics and Applied Statistics, Pontifical Catholic University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil.
Psychological Assessment, Federal University of Rio de Janeiro, Rio de Janeiro, RJ, Brazil.
Psicol Reflex Crit. 2021 Nov 16;34(1):35. doi: 10.1186/s41155-021-00200-0.
Short-term memory is a dynamic psychological process that operates within a network in which non-verbal intelligence and attentional domains are connected. However, no consensus has been reached about which process has the greatest effect on this memory ability, which was the main objective of the present study. A sample of 1448 Brazilian participants (mean age = 26.62 years, standard deviation = 9.97 years; 53.9% females) were collectively tested on pen-and-paper standardized and validated measures of selective (ROTAS-C), alternating (ROTAS-A), and divided (ROTAS-D) attention. They also performed the R1 Non-verbal Intelligence Test and a visual short-term memory test (Memória Visual de Curto Prazo [MEMORE] test). The statistical analyses consisted of a data mining procedure, in which exhaustive automatic selection screening was performed. The results were compared with Corrected Akaike Information Criteria. The linear model met the classic assumptions of ordinary least squares and only included main effects of selective attention (standardized β = 0.39) and non-verbal intelligence (standardized β = 0.37) as main predictors (F = 7.01, p < 0.01, adjusted R = 24%). The results are discussed within a cognitive psychology framework.
短期记忆是一种动态心理过程,在一个非言语智力和注意力领域相互连接的网络中运作。然而,对于哪个过程对这种记忆能力影响最大,尚未达成共识,这也是本研究的主要目标。对1448名巴西参与者(平均年龄 = 26.62岁,标准差 = 9.97岁;53.9%为女性)进行了纸笔形式的标准化且经过验证的选择性(ROTAS-C)、交替性(ROTAS-A)和分散性(ROTAS-D)注意力测试。他们还进行了R1非言语智力测试和视觉短期记忆测试(Memória Visual de Curto Prazo [MEMORE] 测试)。统计分析采用数据挖掘程序,进行了详尽的自动选择筛选。结果与校正后的赤池信息准则进行比较。线性模型符合普通最小二乘法的经典假设,仅将选择性注意力(标准化β = 0.39)和非言语智力(标准化β = 0.37)的主效应作为主要预测因子(F = 7.01,p < 0.01,调整后的R = 24%)。研究结果在认知心理学框架内进行了讨论。