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Editorial: ' <i>Safety in numbers'</i> ? Big data discovery strategies in neuro‐developmental science – contributions and caveats

Edmund Sonuga‐Barke

2022Journal of Child Psychology and Psychiatry12 citationsDOIOpen Access PDF

Abstract

In the last 10 years, we have seen a shift toward the use of big data hypothesis-free discovery strategies in studies of neuro-development and mental health. In this editorial, I discuss the reasons for their popularity, their potential contribution as well as some limitations and pitfalls. I conclude with a call for methodological pluralism where big data approaches are strategically integrated into cycles of hypothesis generation and testing.

Topics & Concepts

PopularityBig dataData sciencePsychologyPluralism (philosophy)Mental healthScientific discoveryCognitive scienceEpistemologyComputer sciencePsychiatrySocial psychologyData miningPhilosophyHealth, Environment, Cognitive AgingFunctional Brain Connectivity StudiesCognitive Abilities and Testing
Editorial: ' <i>Safety in numbers'</i> ? Big data discovery strategies in neuro‐developmental science – contributions and caveats | Litcius