Organizing Effects of Testosterone and Economic Behavior: Not Just Risk Taking
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{"title"=>"Organizing effects of testosterone and economic behavior: Not just risk taking", "type"=>"journal", "authors"=>[{"first_name"=>"Pablo", "last_name"=>"Brañas-Garza", "scopus_author_id"=>"18036907700"}, {"first_name"=>"Aldo", "last_name"=>"Rustichini", "scopus_author_id"=>"6604089584"}], "year"=>2011, "source"=>"PLoS ONE", "identifiers"=>{"pui"=>"364024702", "issn"=>"19326203", "isbn"=>"1932-6203 (Electronic)\\r1932-6203 (Linking)", "doi"=>"10.1371/journal.pone.0029842", "scopus"=>"2-s2.0-84855257767", "pmid"=>"22242144", "sgr"=>"84855257767"}, "id"=>"cf42699e-a437-3043-8ff6-965c0321db24", "abstract"=>"Recent literature emphasizes the role that testosterone, as well as markers indicating early exposure to T and its organizing effect on the brain (such as the ratio of second to fourth finger, [Formula: see text]), have on performance in financial markets. These results may suggest that the main effect of T, either circulating or in fetal exposure, on economic behavior occurs through the increased willingness to take risks. However, these findings indicate that traders with a low digit ratio are not only more profitable, but more able to survive in the long run, thus the effect might consist of more than just lower risk aversion. In addition, recent literature suggests a positive correlation between abstract reasoning ability and higher willingness to take risks. To test the two hypotheses of testosterone on performance in financial activities (effect on risk attitude versus a complex effect involving risk attitude and reasoning ability), we gather data on the three variables in a sample of 188 ethnically homogeneous college students (Caucasians). We measure a [Formula: see text] digit ratio, abstract reasoning ability with the Raven Progressive Matrices task, and risk attitude with choice among lotteries. Low digit ratio in men is associated with higher risk taking and higher scores in abstract reasoning ability when a combined measure of risk aversion over different tasks is used. This explains both the higher performance and higher survival rate observed in traders, as well as the observed correlation between abstract reasoning ability and risk taking. We also analyze how much of the total effect of digit ratio on risk attitude is direct, and how much is mediated. Mediation analysis shows that a substantial part of the effect of T on attitude to risk is mediated by abstract reasoning ability.", "link"=>"http://www.mendeley.com/research/organizing-effects-testosterone-economic-behavior-not-just-risk-taking", "reader_count"=>86, "reader_count_by_academic_status"=>{"Professor > Associate Professor"=>7, "Researcher"=>16, "Student > Doctoral Student"=>5, "Student > Ph. D. Student"=>12, "Student > Postgraduate"=>4, "Student > Master"=>11, "Other"=>5, "Student > Bachelor"=>12, "Lecturer"=>2, "Lecturer > Senior Lecturer"=>2, "Professor"=>10}, "reader_count_by_user_role"=>{"Professor > Associate Professor"=>7, "Researcher"=>16, "Student > Doctoral Student"=>5, "Student > Ph. D. Student"=>12, "Student > Postgraduate"=>4, "Student > Master"=>11, "Other"=>5, "Student > Bachelor"=>12, "Lecturer"=>2, "Lecturer > Senior Lecturer"=>2, "Professor"=>10}, "reader_count_by_subject_area"=>{"Unspecified"=>6, "Agricultural and Biological Sciences"=>6, "Medicine and Dentistry"=>8, "Neuroscience"=>2, "Arts and Humanities"=>4, "Business, Management and Accounting"=>4, "Psychology"=>26, "Social Sciences"=>5, "Computer Science"=>2, "Economics, Econometrics and Finance"=>22, "Linguistics"=>1}, "reader_count_by_subdiscipline"=>{"Medicine and Dentistry"=>{"Medicine and Dentistry"=>8}, "Neuroscience"=>{"Neuroscience"=>2}, "Social Sciences"=>{"Social Sciences"=>5}, "Psychology"=>{"Psychology"=>26}, "Economics, Econometrics and Finance"=>{"Economics, Econometrics and Finance"=>22}, "Agricultural and Biological Sciences"=>{"Agricultural and Biological Sciences"=>6}, "Computer Science"=>{"Computer Science"=>2}, "Business, Management and Accounting"=>{"Business, Management and Accounting"=>4}, "Linguistics"=>{"Linguistics"=>1}, "Unspecified"=>{"Unspecified"=>6}, "Arts and Humanities"=>{"Arts and Humanities"=>4}}, "reader_count_by_country"=>{"Canada"=>1, "Austria"=>1, "United States"=>1, "Luxembourg"=>1, "Poland"=>1, "United Kingdom"=>2, "Italy"=>2, "Portugal"=>1, "Germany"=>1, "Russia"=>1}, "group_count"=>5}

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  • {"files"=>["https://ndownloader.figshare.com/files/697603"], "description"=>"<p>The risk attitude measure is the Combined Risk Aversion measure. The mediating variable is Reasoning ability, (ReAb) measured by Raven's score. All variables are normalized to mean zero and unit standard deviation.</p>", "links"=>[], "tags"=>["digit"], "article_id"=>368011, "categories"=>["Physiology", "Biochemistry", "Neuroscience", "Mental Health", "Developmental Biology"], "users"=>["Pablo Brañas-Garza", "Aldo Rustichini"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0029842.t011"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Mediation_Analysis_of_the_effect_of_digit_ratio_on_risk_attitude_in_male_subjects_/368011", "title"=>"Mediation Analysis of the effect of digit ratio on risk attitude in male subjects.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 10:22:06"}
  • {"files"=>["https://ndownloader.figshare.com/files/697629"], "description"=>"<p>The risk attitude measure is the Risk Aversion measure. The mediating variable is Reasoning ability, (ReAb) measured by Raven's score. All variables are normalized to mean zero and unit standard deviation.</p>", "links"=>[], "tags"=>["digit"], "article_id"=>368041, "categories"=>["Physiology", "Biochemistry", "Neuroscience", "Mental Health", "Developmental Biology"], "users"=>["Pablo Brañas-Garza", "Aldo Rustichini"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0029842.t009"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Mediation_Analysis_of_the_effect_of_digit_ratio_on_risk_attitude_in_male_subjects_/368041", "title"=>"Mediation Analysis of the effect of digit ratio on risk attitude in male subjects.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 10:22:14"}
  • {"files"=>["https://ndownloader.figshare.com/files/697671"], "description"=>"<p>All variables (except male) are normalized to have zero mean and unit standard deviation.</p>", "links"=>[], "tags"=>["reasoning", "aversion", "measures", "ra"], "article_id"=>368069, "categories"=>["Physiology", "Biochemistry", "Neuroscience", "Mental Health", "Developmental Biology"], "users"=>["Pablo Brañas-Garza", "Aldo Rustichini"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0029842.t008"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Regressions_of_Reasoning_Ability_ReAb_measured_by_Raven_s_score_in_the_first_column_and_the_two_risk_aversion_measures_Combined_RA_and_RA_second_and_third_column_respectively_on_several_regressors_/368069", "title"=>"Regressions of Reasoning Ability (ReAb, measured by Raven's score, in the first column) and the two risk aversion measures (Combined RA and RA, second and third column respectively) on several regressors.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 10:22:22"}
  • {"files"=>["https://ndownloader.figshare.com/files/697696"], "description"=>"<p>See <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0029842#pone-0029842-t009\" target=\"_blank\">table 9</a> for details.</p>", "links"=>[], "tags"=>["digit"], "article_id"=>368107, "categories"=>["Physiology", "Biochemistry", "Neuroscience", "Mental Health", "Developmental Biology"], "users"=>["Pablo Brañas-Garza", "Aldo Rustichini"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0029842.t010"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Mediation_Analysis_of_the_effect_of_digit_ratio_on_risk_attitude_in_female_subjects_/368107", "title"=>"Mediation Analysis of the effect of digit ratio on risk attitude in female subjects.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 10:22:31"}
  • {"files"=>["https://ndownloader.figshare.com/files/697726"], "description"=>"<p>See <a href=\"http://www.plosone.org/article/info:doi/10.1371/journal.pone.0029842#pone-0029842-t011\" target=\"_blank\">Table 11</a> for details.</p>", "links"=>[], "tags"=>["digit"], "article_id"=>368133, "categories"=>["Physiology", "Biochemistry", "Neuroscience", "Mental Health", "Developmental Biology"], "users"=>["Pablo Brañas-Garza", "Aldo Rustichini"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0029842.t012"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Mediation_Analysis_of_the_effect_of_digit_ratio_on_risk_attitude_in_female_subjects_/368133", "title"=>"Mediation Analysis of the effect of digit ratio on risk attitude in female subjects.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 10:22:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/697761"], "description"=>"<p>Kruskal-Wallis equality-of-populations rank test: . Two-sample Wilcoxon rank-sum (Mann-Whitney) test: .</p>", "links"=>[], "tags"=>["Mental health", "physiology", "neuroscience", "developmental biology", "Biochemistry"], "article_id"=>368161, "categories"=>["Physiology", "Biochemistry", "Neuroscience", "Mental Health", "Developmental Biology"], "users"=>["Pablo Brañas-Garza", "Aldo Rustichini"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0029842.t001"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Summary_statistics_for_/368161", "title"=>"Summary statistics for .", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 10:22:48"}
  • {"files"=>["https://ndownloader.figshare.com/files/697793"], "description"=>"<p>The lottery in the left column has lower or equal mean as the lottery in the left column, but the variance of the lottery in the right is higher.</p>", "links"=>[], "tags"=>["presented", "lottery"], "article_id"=>368193, "categories"=>["Physiology", "Biochemistry", "Neuroscience", "Mental Health", "Developmental Biology"], "users"=>["Pablo Brañas-Garza", "Aldo Rustichini"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0029842.t013"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Lotteries_presented_in_the_lottery_choice_task_/368193", "title"=>"Lotteries presented in the lottery choice task.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 10:22:58"}
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  • {"files"=>["https://ndownloader.figshare.com/files/697916"], "description"=>"<p>The range in the sample was 3 to 16. Kruskal-Wallis equality-of-populations rank test: . Two-sample Wilcoxon rank-sum (Mann-Whitney) test: .</p>", "links"=>[], "tags"=>["aversion"], "article_id"=>368322, "categories"=>["Physiology", "Biochemistry", "Neuroscience", "Mental Health", "Developmental Biology"], "users"=>["Pablo Brañas-Garza", "Aldo Rustichini"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0029842.t004"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Summary_statistics_for_the_combined_risk_aversion_measure_CRA_/368322", "title"=>"Summary statistics for the combined risk aversion measure (CRA).", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 10:23:33"}
  • {"files"=>["https://ndownloader.figshare.com/files/697939"], "description"=>"<p>Correlation analysis of Reasoning Ability (measured by the Raven's score), Risk Aversion measure and Digit Ratio.</p>", "links"=>[], "tags"=>["reasoning", "aversion", "digit"], "article_id"=>368343, "categories"=>["Physiology", "Biochemistry", "Neuroscience", "Mental Health", "Developmental Biology"], "users"=>["Pablo Brañas-Garza", "Aldo Rustichini"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0029842.t007"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Correlation_analysis_of_Reasoning_Ability_measured_by_the_Raven_s_score_Risk_Aversion_measure_and_Digit_Ratio_/368343", "title"=>"Correlation analysis of Reasoning Ability (measured by the Raven's score), Risk Aversion measure and Digit Ratio.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 10:23:41"}
  • {"files"=>["https://ndownloader.figshare.com/files/697973"], "description"=>"<p>The *, **, *** denote significance (-value) at the 1%, 5% and 10% level respectively. The entries indicate correlation coefficient, -value is reported in parenthesis.</p>", "links"=>[], "tags"=>["reasoning", "aversion", "digit"], "article_id"=>368377, "categories"=>["Physiology", "Biochemistry", "Neuroscience", "Mental Health", "Developmental Biology"], "users"=>["Pablo Brañas-Garza", "Aldo Rustichini"], "doi"=>["https://dx.doi.org/10.1371/journal.pone.0029842.t006"], "stats"=>{"downloads"=>0, "page_views"=>0, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Correlation_analysis_of_Reasoning_Ability_ReAb_measured_by_the_Raven_s_score_Combined_Risk_Aversion_measure_and_Digit_Ratio_/368377", "title"=>"Correlation analysis of Reasoning Ability (ReAb, measured by the Raven's score), Combined Risk Aversion measure and Digit Ratio.", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2013-02-20 10:23:50"}

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Relative Metric

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