Individual Differences in Corticostriatal White-matter Tracts Predict Successful Daily-life Routine Formation

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Despite good intentions, people often fail to cross the "intention-behavior gap," especially when goal achievement requires repeated action. To bridge this gap, the formation of automatized routines may be crucial. However, people may differ in the tendency to switch from goal-directed toward habitual control. To shed light on why some people succeed in forming routines while others struggle, the present study related the automatization of a novel, daily routine to individual differences in white-matter connectivity in corticostriatal networks that have been implicated in goal-directed and habitual control. Seventy-seven participants underwent diffusion-weighted imaging and formed the daily routine of taking a (placebo) pill for 3 weeks. Pill intake was measured by electronic pill boxes, and participants filled out a daily online questionnaire on the subjective automaticity of this behavior. Automatization of pill intake was negatively related to striatal (mainly caudate) connectivity with frontal goal-directed and cognitive control regions, namely, ventromedial pFC and anterior cingulate gyrus. Furthermore, daily pill intake was positively related to individual differences in striatal (mainly caudate) connectivity with cognitive control regions, including dorsolateral and anterior pFC. Therefore, strong control networks may be relevant for implementing a new routine but may not benefit its automatization. We also show that habit tendency (assessed with an outcome-devaluation task), conscientiousness, and daily life regularity were positively related to routine automatization. This translational study moves the field of habit research forward by relating self-reported routine automatization to individual differences in performance on an experimental habit measure and to brain connectivity.

Original languageEnglish
Pages (from-to)571-587
Number of pages17
JournalJournal of Cognitive Neuroscience
Volume35
Issue number4
DOIs
Publication statusPublished - 1 Apr 2023
Externally publishedYes

Bibliographical note

Funding Information:
This research was supported by Amsterdam Brain and Cognition and a Vidi grant awarded to Sanne de Wit by the Dutch Research Council (“Nederlandse Organisatie voor Wetenschap-pelijk Onderzoek” [NWO]: 016.145.382). Furthermore, the authors are grateful to the staff of the Spinoza Centre for Neu-roimaging for their assistance in collecting the data.

Publisher Copyright:
© 2023 Massachusetts Institute of Technology.

Keywords

  • Humans
  • Individuality
  • Brain
  • Corpus Striatum/diagnostic imaging
  • Gyrus Cinguli
  • Motivation

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