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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2017
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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. |
format | Online Article Text |
id | pubmed-5745301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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