TY - JOUR
T1 - The nonlinearity of pupil diameter fluctuations in an insight task as criteria for detecting children who solve the problem from those who do not
AU - Vásquez-Pinto, Sebastián
AU - Morales-Bader, Diego
AU - Cox, Ralf F.A.
AU - Munoz-Rubke, Felipe
AU - Castillo, Ramón D.
N1 - Funding Information:
RDC thanks the Agencia Nacional de Investigación y Desarrollo (ANID) for its support through the FONDEQUIP EQM190153 and FOVI210047 grants; and Programa de Investigación Asociativa (PIA) en Ciencias Cognitivas de la Universidad de Talca. FM-R would like to thank ANID for its support through the FONDECYT INICIACION Grant # 11190742 and the Vicerrectoría de Investigación, Desarrollo y Creación Artística (VIDCA) at Universidad Austral de Chile for providing economic support in the publication of this article. DM-B would like to thank ANID for its support through the Doctorate Scholarship FONDECYT-ANID Grant # 21220612. SV-P would like to thank ANID for its support through the Doctorate Scholarship FONDECYT-ANID Grant # 21231638.
Publisher Copyright:
Copyright © 2023 Vásquez-Pinto, Morales-Bader, Cox, Munoz-Rubke and Castillo.
PY - 2023/6/23
Y1 - 2023/6/23
N2 - Insights, characterized by sudden discoveries following unsuccessful problem-solving attempts, are fascinating phenomena. Dynamic systems perspectives argue that insight arises from self-organizing perceptual and motor processes. Entropy and fractal scaling are potential markers for emerging new and effective solutions. This study investigated whether specific features associated with self-organization in dynamical systems can distinguish between individuals who succeed and those who fail in solving insight tasks. To achieve this, we analyzed pupillary diameter fluctuations of children aged 6 to 12 during the 8-coin task, a well-established insight task. The participants were divided into two groups: successful (n = 24) and unsuccessful (n = 43) task completion. Entropy, determinism, recurrence ratio, and the β scaling exponent were estimated using Recurrence Quantification and Power Spectrum Density analyses. The results indicated that the solver group exhibited more significant uncertainty and lower predictability in pupillary diameter fluctuations before finding the solution. Recurrence Quantification Analysis revealed changes that went unnoticed by mean and standard deviation measures. However, the β scaling exponent did not differentiate between the two groups. These findings suggest that entropy and determinism in pupillary diameter fluctuations can identify early differences in problem-solving success. Further research is needed to determine the exclusive role of perceptual and motor activity in generating insights and investigate these results’ generalizability to other tasks and populations.
AB - Insights, characterized by sudden discoveries following unsuccessful problem-solving attempts, are fascinating phenomena. Dynamic systems perspectives argue that insight arises from self-organizing perceptual and motor processes. Entropy and fractal scaling are potential markers for emerging new and effective solutions. This study investigated whether specific features associated with self-organization in dynamical systems can distinguish between individuals who succeed and those who fail in solving insight tasks. To achieve this, we analyzed pupillary diameter fluctuations of children aged 6 to 12 during the 8-coin task, a well-established insight task. The participants were divided into two groups: successful (n = 24) and unsuccessful (n = 43) task completion. Entropy, determinism, recurrence ratio, and the β scaling exponent were estimated using Recurrence Quantification and Power Spectrum Density analyses. The results indicated that the solver group exhibited more significant uncertainty and lower predictability in pupillary diameter fluctuations before finding the solution. Recurrence Quantification Analysis revealed changes that went unnoticed by mean and standard deviation measures. However, the β scaling exponent did not differentiate between the two groups. These findings suggest that entropy and determinism in pupillary diameter fluctuations can identify early differences in problem-solving success. Further research is needed to determine the exclusive role of perceptual and motor activity in generating insights and investigate these results’ generalizability to other tasks and populations.
KW - 8-coin task
KW - entropy
KW - fractal scaling
KW - insight problem solving
KW - pupil diameter fluctuations
KW - self-organization
UR - http://www.scopus.com/inward/record.url?scp=85164620672&partnerID=8YFLogxK
U2 - 10.3389/fpsyg.2023.1129355
DO - 10.3389/fpsyg.2023.1129355
M3 - Article
C2 - 37425184
AN - SCOPUS:85164620672
SN - 1664-1078
VL - 14
JO - Frontiers in Psychology
JF - Frontiers in Psychology
M1 - 1129355
ER -