1. Pathfinder: a gamified measure to integrate general cognitive ability into the biological, medical, and behavioural sciences
- Author
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Amy E Packer, Andrea G. Allegrini, Rosa Cheesman, Andrew McMillan, Rachel Ogden, Agnieszka Gidziela, Margherita Malanchini, Sophie von Stumm, Robert Plomin, Philip S. Dale, Kerry Schofield, Thalia C. Eley, Nicholas G. Shakeshaft, Kaili Rimfeld, and Stuart J. Ritchie
- Subjects
0303 health sciences ,05 social sciences ,Behavioural sciences ,050109 social psychology ,Cognition ,Heritability ,Twin study ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,Psychiatry and Mental health ,0302 clinical medicine ,Pathfinder ,Missing heritability problem ,0501 psychology and cognitive sciences ,Psychology ,Association (psychology) ,Molecular Biology ,Twins Early Development Study ,030217 neurology & neurosurgery ,030304 developmental biology ,Clinical psychology - Abstract
Genome-wide association (GWA) studies have uncovered DNA variants associated with individual differences in general cognitive ability (g), but these are far from capturing heritability estimates obtained from twin studies. A major barrier to finding more of this ‘missing heritability’ is assessment––the use of diverse measures across GWA studies as well as time and the cost of assessment. In a series of four studies, we created a 15-min (40-item), online, gamified measure of g that is highly reliable (alpha = 0.78; two-week test-retest reliability = 0.88), psychometrically valid and scalable; we called this new measure Pathfinder. In a fifth study, we administered this measure to 4,751 young adults from the Twins Early Development Study. This novel g measure, which also yields reliable verbal and nonverbal scores, correlated substantially with standard measures of g collected at previous ages (r ranging from 0.42 at age 7 to 0.57 at age 16). Pathfinder showed substantial twin heritability (0.57, 95% CIs = 0.43, 0.68) and SNP heritability (0.37, 95% CIs = 0.04, 0.70). A polygenic score computed from GWA studies of five cognitive and educational traits accounted for 12% of the variation in g, the strongest DNA-based prediction of g to date. Widespread use of this engaging new measure will advance research not only in genomics but throughout the biological, medical, and behavioural sciences.
- Published
- 2021
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