Background It is not always the sincere or hardworking or intelligent student that gets the highest grades. Exploring unknown dimensions that may distinguish academic performance in adolescents/youth migrating from a high school study environment to that of a professional school and in a learning environment without parental supervision for the first time remains important. We hypothesized that cardiac autonomic activity influenced by cognitive domain factors and emotions would predict academic success in them. Further, we investigated which of their personality traits related to academic performance. Exploratory gender-based analysis was included.Methods A prospective cohort study measured first-year medical students' resting heart rate, heart rate variability (HRV), and personality traits (from the self-reported NEO Five-Factor Inventory-3). Spearman's correlation coefficient tested the correlation between the year-end final aggregate marks and assessed parameters, including subgroup analysis based on gender. Regression analyses of variables with academic marks were performed in the entire cohort. Results The aggregate marks of 81 volunteering students (Mage = 18.7, SD = 0.8 years; 42 females, 39 males) as a cohort did not correlate with their resting heart rate or HRV indices. Subgroup analysis revealed a positive correlation between marks and high-frequency power (r = 0.33, p = 0.03) and total power (r = 0.37, p = 0.02) of HRV in females. The marks positively correlated with the personality conscientiousness score (r = 0.32, p = 0.04) and extraversion score (r = 0.34, p = 0.03) in females. Multivariable regression analysis in the entire cohort revealed no significant interactions.Conclusion Academic performance was significantly related to cardiac autonomic modulation and personality traits of conscientiousness and extraversion in female but not male first-year medical students. These results indicate a gender-specific difference in the relation between scholastic performance and HRV in adolescents/youth transiting from high school to professional schools and entering a study environment without parental supervision for the first time. Further our data expands the knowledge base of educational psychology among them.
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Univ Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, AustraliaUniv Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, Australia
Alvares, Gail A.
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Quintana, Daniel S.
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Univ Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, AustraliaUniv Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, Australia
Quintana, Daniel S.
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Kemp, Andrew H.
论文数: 0引用数: 0
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Univ Sydney, Sch Psychol, Sydney, NSW 2006, Australia
Univ Sao Paulo, Univ Hosp, Sao Paulo, BrazilUniv Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, Australia
Kemp, Andrew H.
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Van Zwieten, Anita
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Balleine, Bernard W.
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Univ Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, AustraliaUniv Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, Australia
Balleine, Bernard W.
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Hickie, Ian B.
论文数: 0引用数: 0
h-index: 0
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Univ Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, AustraliaUniv Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, Australia
Hickie, Ian B.
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Guastella, Adam J.
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h-index: 0
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Univ Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, AustraliaUniv Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, Australia
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Huntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Arakaki, Xianghong
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Arechavala, Rebecca J.
论文数: 0引用数: 0
h-index: 0
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Univ Calif Irvine, Dept Environm & Occupat Hlth, Irvine, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Arechavala, Rebecca J.
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Choy, Elizabeth H.
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h-index: 0
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Univ Calif Irvine, Dept Environm & Occupat Hlth, Irvine, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Choy, Elizabeth H.
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Bautista, Jayveeritz
论文数: 0引用数: 0
h-index: 0
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Univ Calif Irvine, Dept Environm & Occupat Hlth, Irvine, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Bautista, Jayveeritz
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Bliss, Bishop
论文数: 0引用数: 0
h-index: 0
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Univ Calif Irvine, Dept Environm & Occupat Hlth, Irvine, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Bliss, Bishop
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Molloy, Cathleen
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h-index: 0
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Huntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Molloy, Cathleen
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Wu, Daw-An
论文数: 0引用数: 0
h-index: 0
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CALTECH, Div Biol & Biol Engn, Pasadena, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Wu, Daw-An
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Shimojo, Shinsuke
论文数: 0引用数: 0
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CALTECH, Div Biol & Biol Engn, Pasadena, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Shimojo, Shinsuke
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Jiang, Yang
论文数: 0引用数: 0
h-index: 0
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Univ Kentucky, Coll Med, Dept Behav Sci, Lexington, KY USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Jiang, Yang
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Kleinman, Michael T.
论文数: 0引用数: 0
h-index: 0
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Univ Calif Irvine, Dept Environm & Occupat Hlth, Irvine, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Kleinman, Michael T.
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Kloner, Robert A.
论文数: 0引用数: 0
h-index: 0
机构:
Huntington Med Res Inst, Cardiovasc Res, Pasadena, CA USA
Univ Southern Calif, Keck Sch Med, Dept Med, Div Cardiovasc Med, Los Angeles, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
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Rutgers New Jersey Med Sch, Dept Cell Biol & Mol Med, Newark, NJ 07101 USARutgers New Jersey Med Sch, Dept Cell Biol & Mol Med, Newark, NJ 07101 USA
Gordan, Richard
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Gwathmey, Judith K.
论文数: 0引用数: 0
h-index: 0
机构:Rutgers New Jersey Med Sch, Dept Cell Biol & Mol Med, Newark, NJ 07101 USA
Gwathmey, Judith K.
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Xie, Lai-Hua
论文数: 0引用数: 0
h-index: 0
机构:
Rutgers New Jersey Med Sch, Dept Cell Biol & Mol Med, Newark, NJ 07101 USA
Xinxiang Med Univ, Sch Pharmacol, Xinxiang 453000, Henan Province, Peoples R ChinaRutgers New Jersey Med Sch, Dept Cell Biol & Mol Med, Newark, NJ 07101 USA
机构:
Univ Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, AustraliaUniv Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, Australia
Alvares, Gail A.
;
Quintana, Daniel S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, AustraliaUniv Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, Australia
Quintana, Daniel S.
;
Kemp, Andrew H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sydney, Sch Psychol, Sydney, NSW 2006, Australia
Univ Sao Paulo, Univ Hosp, Sao Paulo, BrazilUniv Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, Australia
Kemp, Andrew H.
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Van Zwieten, Anita
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Balleine, Bernard W.
论文数: 0引用数: 0
h-index: 0
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Univ Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, AustraliaUniv Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, Australia
Balleine, Bernard W.
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Hickie, Ian B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, AustraliaUniv Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, Australia
Hickie, Ian B.
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Guastella, Adam J.
论文数: 0引用数: 0
h-index: 0
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Univ Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, AustraliaUniv Sydney, Brain & Mind Res Inst, Sydney, NSW 2006, Australia
机构:
Huntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Arakaki, Xianghong
;
Arechavala, Rebecca J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Dept Environm & Occupat Hlth, Irvine, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Arechavala, Rebecca J.
;
Choy, Elizabeth H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Dept Environm & Occupat Hlth, Irvine, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Choy, Elizabeth H.
;
Bautista, Jayveeritz
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h-index: 0
机构:
Univ Calif Irvine, Dept Environm & Occupat Hlth, Irvine, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Bautista, Jayveeritz
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Bliss, Bishop
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Dept Environm & Occupat Hlth, Irvine, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Bliss, Bishop
;
Molloy, Cathleen
论文数: 0引用数: 0
h-index: 0
机构:
Huntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Molloy, Cathleen
;
Wu, Daw-An
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Div Biol & Biol Engn, Pasadena, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Wu, Daw-An
;
Shimojo, Shinsuke
论文数: 0引用数: 0
h-index: 0
机构:
CALTECH, Div Biol & Biol Engn, Pasadena, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Shimojo, Shinsuke
;
Jiang, Yang
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kentucky, Coll Med, Dept Behav Sci, Lexington, KY USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Jiang, Yang
;
Kleinman, Michael T.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Irvine, Dept Environm & Occupat Hlth, Irvine, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
Kleinman, Michael T.
;
Kloner, Robert A.
论文数: 0引用数: 0
h-index: 0
机构:
Huntington Med Res Inst, Cardiovasc Res, Pasadena, CA USA
Univ Southern Calif, Keck Sch Med, Dept Med, Div Cardiovasc Med, Los Angeles, CA USAHuntington Med Res Inst, Dept Neurosci, Cognit & Brain Integrat Lab, Pasadena, CA 91105 USA
机构:
Rutgers New Jersey Med Sch, Dept Cell Biol & Mol Med, Newark, NJ 07101 USARutgers New Jersey Med Sch, Dept Cell Biol & Mol Med, Newark, NJ 07101 USA
Gordan, Richard
;
Gwathmey, Judith K.
论文数: 0引用数: 0
h-index: 0
机构:Rutgers New Jersey Med Sch, Dept Cell Biol & Mol Med, Newark, NJ 07101 USA
Gwathmey, Judith K.
;
Xie, Lai-Hua
论文数: 0引用数: 0
h-index: 0
机构:
Rutgers New Jersey Med Sch, Dept Cell Biol & Mol Med, Newark, NJ 07101 USA
Xinxiang Med Univ, Sch Pharmacol, Xinxiang 453000, Henan Province, Peoples R ChinaRutgers New Jersey Med Sch, Dept Cell Biol & Mol Med, Newark, NJ 07101 USA