General cognitive ability assessment in the German National Cohort (NAKO) – The block-adaptive number series task

拉什模型 德国的 认知 队列 代理(统计) 任务(项目管理) 人口 心理学 样品(材料) 计算机科学 统计 发展心理学 机器学习 数学 医学 经济 考古 神经科学 环境卫生 化学 管理 历史 色谱法
作者
Florian Schmiedek,Ulf Kroehne,Frank Goldhammer,John Prindle,Ulman Lindenberger,Johanna Klinger-König,Hans J. Grabe,Steffi G. Riedel‐Heller,Alexander Pabst,Fabian Streit,Lea Zillich,Luca Kleineidam,Michael Wagner,Marcella Rietschel,Dan Rujescu,Börge Schmidt,Nako Investigators,Klaus Berger
出处
期刊:World Journal of Biological Psychiatry [Taylor & Francis]
卷期号:24 (10): 924-935 被引量:8
标识
DOI:10.1080/15622975.2021.2011407
摘要

Objectives. Evaluate the block-adaptive number series task of reasoning, as a time-efficient proxy of general cognitive ability in the Level-2 sample of the German National Cohort (NAKO), a population-based mega cohort.Methods. The number series task consisted of two blocks of three items each, administered as part of the touchscreen-based assessment. Based on performance on the first three items, a second block of appropriate difficulty was automatically administered. Scoring of performance was based on the Rasch model. Relations of performance scores to age, sex, education, study centre, language proficiency, and scores on other cognitive tasks were examined.Results. Except for one very difficult item, the data of the remaining 14 items showed sufficient fit to the Rasch model (Infit: 0.89–1.04; Outfit: 0.80–1.08). The resulting performance scores (N = 21,056) had a distribution that was truncated at very high levels of ability. The reliability of the performance estimates was satisfactory. Relations to age, sex, education, and the executive function factor of the other cognitive tasks in the NAKO supported the validity.Conclusions. The number series task provides a valid proxy of general cognitive ability for the Level-2 sample of the NAKO, based on a highly time-efficient assessment procedure.

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