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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...

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Autores principales: Sherman, Lauren, Steinberg, Laurence, Chein, Jason
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5745301/
https://www.ncbi.nlm.nih.gov/pubmed/28774477
http://dx.doi.org/10.1016/j.dcn.2017.05.007
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author Sherman, Lauren
Steinberg, Laurence
Chein, Jason
author_facet Sherman, Lauren
Steinberg, Laurence
Chein, Jason
author_sort Sherman, Lauren
collection PubMed
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.
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spelling pubmed-57453012019-10-01 Connecting brain responsivity and real-world risk taking: Strengths and limitations of current methodological approaches Sherman, Lauren Steinberg, Laurence Chein, Jason Dev Cogn Neurosci Article 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. Elsevier 2017-06-27 /pmc/articles/PMC5745301/ /pubmed/28774477 http://dx.doi.org/10.1016/j.dcn.2017.05.007 Text en © 2017 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Sherman, Lauren
Steinberg, Laurence
Chein, Jason
Connecting brain responsivity and real-world risk taking: Strengths and limitations of current methodological approaches
title 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_short 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
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5745301/
https://www.ncbi.nlm.nih.gov/pubmed/28774477
http://dx.doi.org/10.1016/j.dcn.2017.05.007
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