Connecting brain responsivity and real-world risk taking: Strengths and limitations of current methodological approaches

In line with the goal of limiting health risk behaviors in adolescence, a growing literature investigates whether individual differences in functional brain responses can be related to vulnerability to engage in risky decision-making. We review this body of work, investigate when and in what way fin...

Full description

Bibliographic Details
Main Authors: Lauren Sherman, Laurence Steinberg, Jason Chein
Format: Article
Language:English
Published: Elsevier 2018-10-01
Series:Developmental Cognitive Neuroscience
Online Access:http://www.sciencedirect.com/science/article/pii/S1878929317300361
id doaj-e9fdd3215fd547c69b357d3daa0ee2f5
record_format Article
spelling doaj-e9fdd3215fd547c69b357d3daa0ee2f52020-11-24T21:44:39ZengElsevierDevelopmental Cognitive Neuroscience1878-92932018-10-01332741Connecting brain responsivity and real-world risk taking: Strengths and limitations of current methodological approachesLauren Sherman0Laurence Steinberg1Jason Chein2Corresponding author.; Department of Psychology, Temple University, United StatesDepartment of Psychology, Temple University, United StatesDepartment of Psychology, Temple University, United StatesIn line with the goal of limiting health risk behaviors in adolescence, a growing literature investigates whether individual differences in functional brain responses can be related to vulnerability to engage in risky decision-making. We review this body of work, investigate when and in what way findings converge, and provide best practice recommendations. We identified 23 studies that examined individual differences in brain responsivity and adolescent risk taking. Findings varied widely in terms of the neural regions identified as relating to risky behavior. This heterogeneity is likely due to the abundance of approaches used to assess risk taking, and to the disparity of fMRI tasks. Indeed, brain-behavior correlations were typically found in regions showing a main effect of task. However, results from a test of publication bias suggested that region of interest approaches lacked evidential value. The findings suggest that neural factors differentiating riskier teens are not localized to a single region. Therefore, approaches that utilize data from the entire brain, particularly in predictive analyses, may yield more reliable and applicable results. We discuss several decision points that researchers should consider when designing a study, and emphasize the importance of precise research questions that move beyond a general desire to address adolescent risk taking. Keywords: Adolescence, Risk-taking, Dual systems, Reward, Individual differences, Substance use, Drug use, p-curve, Ventral striatumhttp://www.sciencedirect.com/science/article/pii/S1878929317300361
collection DOAJ
language English
format Article
sources DOAJ
author Lauren Sherman
Laurence Steinberg
Jason Chein
spellingShingle Lauren Sherman
Laurence Steinberg
Jason Chein
Connecting brain responsivity and real-world risk taking: Strengths and limitations of current methodological approaches
Developmental Cognitive Neuroscience
author_facet Lauren Sherman
Laurence Steinberg
Jason Chein
author_sort Lauren Sherman
title Connecting brain responsivity and real-world risk taking: Strengths and limitations of current methodological approaches
title_short Connecting brain responsivity and real-world risk taking: Strengths and limitations of current methodological approaches
title_full Connecting brain responsivity and real-world risk taking: Strengths and limitations of current methodological approaches
title_fullStr Connecting brain responsivity and real-world risk taking: Strengths and limitations of current methodological approaches
title_full_unstemmed Connecting brain responsivity and real-world risk taking: Strengths and limitations of current methodological approaches
title_sort connecting brain responsivity and real-world risk taking: strengths and limitations of current methodological approaches
publisher Elsevier
series Developmental Cognitive Neuroscience
issn 1878-9293
publishDate 2018-10-01
description In line with the goal of limiting health risk behaviors in adolescence, a growing literature investigates whether individual differences in functional brain responses can be related to vulnerability to engage in risky decision-making. We review this body of work, investigate when and in what way findings converge, and provide best practice recommendations. We identified 23 studies that examined individual differences in brain responsivity and adolescent risk taking. Findings varied widely in terms of the neural regions identified as relating to risky behavior. This heterogeneity is likely due to the abundance of approaches used to assess risk taking, and to the disparity of fMRI tasks. Indeed, brain-behavior correlations were typically found in regions showing a main effect of task. However, results from a test of publication bias suggested that region of interest approaches lacked evidential value. The findings suggest that neural factors differentiating riskier teens are not localized to a single region. Therefore, approaches that utilize data from the entire brain, particularly in predictive analyses, may yield more reliable and applicable results. We discuss several decision points that researchers should consider when designing a study, and emphasize the importance of precise research questions that move beyond a general desire to address adolescent risk taking. Keywords: Adolescence, Risk-taking, Dual systems, Reward, Individual differences, Substance use, Drug use, p-curve, Ventral striatum
url http://www.sciencedirect.com/science/article/pii/S1878929317300361
work_keys_str_mv AT laurensherman connectingbrainresponsivityandrealworldrisktakingstrengthsandlimitationsofcurrentmethodologicalapproaches
AT laurencesteinberg connectingbrainresponsivityandrealworldrisktakingstrengthsandlimitationsofcurrentmethodologicalapproaches
AT jasonchein connectingbrainresponsivityandrealworldrisktakingstrengthsandlimitationsofcurrentmethodologicalapproaches
_version_ 1725908745390653440