TY - JOUR
T1 - Neurophysiological markers of emotion regulation predict efficacy of entrepreneurship education
AU - Egana-delSol, Pablo
AU - Sun, Xiaoxiao
AU - Sajda, Paul
N1 - Funding Information:
For comments and discussion, we would like to thank Elke Weber, Miguel Urquiola, Mark Dean, Michael Platt, Cristian Pop-Eleches, Rosalind Picard, Pietro Ortoleva, Michael Woodford, Scott Stern, Pierre Azoulay, Mickey Goldberg, Angela Duckworth, Joseph Stiglitz, Ricardo Hausmann, Paul Novosad, Scott Weiner, Charles Fine, Richard Schmalensee, Esteban Puentes, Marta Kluttig, Dante Contreras, Angela Duckworth, Martin West, Hugo Nopo, and seminar participants at the AIEA-NBER 2018, NEUDC 2016, Columbia University, Harvard University, University of Pennsylvania, and the University of Chile. For implementation, we thank the NGO Emprende Joven. PE acknowledges the financial support provided by the Millennium Nucleus on The Evolution of Work (MNEW, ANID/Millenium Science Initiative Program/NCS2021-033), the COES (ANID/FONDAP/15130009) and Columbia University. PS acknowledges support from Vannevar Bush Faculty Fellowship from the US Department of Defense (N00014-20-1-2027). Juan Pablo Valenzuela, director of the Institute of Advanced Studies in Education at the University of Chile, confirmed the ethics of the project was binding with local standards for the IRB approval. Nicole Moscowitz and Tao Tu provided invaluable research assistance on the neuroscience paradigm. Simon Ballesteros, Macarena Gonzalez, Nicolas Fernandez, Andrew Foley, and Jose Manuel Belmar provided outstanding research assistance in the field.
Funding Information:
For comments and discussion, we would like to thank Elke Weber, Miguel Urquiola, Mark Dean, Michael Platt, Cristian Pop-Eleches, Rosalind Picard, Pietro Ortoleva, Michael Woodford, Scott Stern, Pierre Azoulay, Mickey Goldberg, Angela Duckworth, Joseph Stiglitz, Ricardo Hausmann, Paul Novosad, Scott Weiner, Charles Fine, Richard Schmalensee, Esteban Puentes, Marta Kluttig, Dante Contreras, Angela Duckworth, Martin West, Hugo Nopo, and seminar participants at the AIEA-NBER 2018, NEUDC 2016, Columbia University, Harvard University, University of Pennsylvania, and the University of Chile. For implementation, we thank the NGO Emprende Joven. PE acknowledges the financial support provided by the Millennium Nucleus on The Evolution of Work (MNEW, ANID/Millenium Science Initiative Program/NCS2021-033), the COES (ANID/FONDAP/15130009) and Columbia University. PS acknowledges support from Vannevar Bush Faculty Fellowship from the US Department of Defense (N00014-20-1-2027). Juan Pablo Valenzuela, director of the Institute of Advanced Studies in Education at the University of Chile, confirmed the ethics of the project was binding with local standards for the IRB approval. Nicole Moscowitz and Tao Tu provided invaluable research assistance on the neuroscience paradigm. Simon Ballesteros, Macarena Gonzalez, Nicolas Fernandez, Andrew Foley, and Jose Manuel Belmar provided outstanding research assistance in the field.
Publisher Copyright:
© 2023, The Author(s).
PY - 2023/12
Y1 - 2023/12
N2 - Recent evidence shows that programs targeting the socio-emotional dimensions of entrepreneurship—e.g., resilience, personal initiative, and empathy—are more highly correlated with success along with key business metrics, such as sales and survival, than programs with a narrow, technical bent—e.g., accounting and finance. We argue that programs designed to foster socio-emotional skills are effective in improving entrepreneurship outcomes because they improve the students’ ability to regulate their emotions. They enhance the individuals’ disposition to make more measured, rational decisions. We test this hypothesis studying a randomized controlled trial (RCT, RCT ID: AEARCTR-0000916) of an entrepreneurship program in Chile. We combine administrative data, surveys, and neuro-psychological data from lab-in-the-field measurements. A key methodological contribution of this study is the use of the electroencephalogram (EEG) to quantify the impact of emotional responses. We find that the program has a positive and significant impact on educational outcomes and, in line with the findings of other studies in the literature, we find no impact on self-reported measures of socio-emotional skills (e.g., grit and locus of control) and creativity. Our novel insight comes from the finding that the program has a significant impact on neurophysiological markers, decreasing arousal (a proxy of alertness), valence (a proxy for withdrawal from or approachability to an event or stimuli), and neuro-psychological changes to negative stimuli.
AB - Recent evidence shows that programs targeting the socio-emotional dimensions of entrepreneurship—e.g., resilience, personal initiative, and empathy—are more highly correlated with success along with key business metrics, such as sales and survival, than programs with a narrow, technical bent—e.g., accounting and finance. We argue that programs designed to foster socio-emotional skills are effective in improving entrepreneurship outcomes because they improve the students’ ability to regulate their emotions. They enhance the individuals’ disposition to make more measured, rational decisions. We test this hypothesis studying a randomized controlled trial (RCT, RCT ID: AEARCTR-0000916) of an entrepreneurship program in Chile. We combine administrative data, surveys, and neuro-psychological data from lab-in-the-field measurements. A key methodological contribution of this study is the use of the electroencephalogram (EEG) to quantify the impact of emotional responses. We find that the program has a positive and significant impact on educational outcomes and, in line with the findings of other studies in the literature, we find no impact on self-reported measures of socio-emotional skills (e.g., grit and locus of control) and creativity. Our novel insight comes from the finding that the program has a significant impact on neurophysiological markers, decreasing arousal (a proxy of alertness), valence (a proxy for withdrawal from or approachability to an event or stimuli), and neuro-psychological changes to negative stimuli.
UR - http://www.scopus.com/inward/record.url?scp=85159546171&partnerID=8YFLogxK
U2 - 10.1038/s41598-023-34148-1
DO - 10.1038/s41598-023-34148-1
M3 - Article
C2 - 37137955
AN - SCOPUS:85159546171
SN - 2045-2322
VL - 13
JO - Scientific Reports
JF - Scientific Reports
IS - 1
M1 - 7206
ER -