Participants
A total of 297 children aged 8 to 11 years in 3rd to 5th grades were recruited from two primary schools in Hokkaido, Japan. The participation rate was 76% (N = 226) among those recruited. This study was approved by the institutional review board of Hokkaido University of Education (# 2017055002) and the principals of the children’s schools. All procedures performed in studies involving human participants were in accordance with the ethical standards of the local ethics committees of the Hokkaido University of Education and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Informed assent and consent were obtained from all individual participants and their legal guardians.
Cognitive control
Cognitive control was evaluated using the modified flanker task, which has been widely used for this purpose 14. The distance between the participants’ eyes and the display was approximately 50 cm. In the flanker task, the participants were instructed to press either the right or left button as quickly and accurately as possible corresponding to the direction in which the middle fish was facing. This task consisted of two conditions: the target was flanked by a non-target stimuli, which corresponded either to the same directional response as the target (congruent condition) or to the opposite direction (incongruent condition). All stimuli were presented in yellow against a blue background on the monitor for 200 ms each, and the stimulus-onset asynchrony was set at 1400–1800 ms. The stimulus configurations subtended the horizontal visual angle between the two outside positions of 19.3° and a vertical visual angle of 4.6°. The participants were instructed to push the z key with their left index finger if the direction of the middle arrow was facing left, or to push the m key with their right index finger if the direction of the middle arrow was facing right. The participants performed 40 practice trials and then completed two blocks of 120 trials each. The main dependent variable was the interference score calculated as subtracting the mean reaction time for the congruent condition from the mean reaction time for the incongruent condition. Lower interference score indicates better cognitive control. The reaction time on the congruent condition was used as a confounder to control children’s general reaction time.
Prosocial behavior and decision time
Prosocial behavior and its decision time were evaluated using the social mindfulness task 15. In this task, the participants were instructed to choose one among four objects in a series of different categories, for example, pens, baseball caps, flowers, wrapped gifts, or watches. Children were instructed to keep in mind that they were playing this task together with one other person in a dyadic interaction and to imagine that they both would get to take home one of the four objects. This task consisted of two conditions: two sets of the objects were identical (e.g., two green watches and two blue ones; control trials) or three of the objects were identical, and the fourth only differed in a single aspect (e.g., one green watch and three blue ones; experimental trials). The participants were instructed to choose object using 1 to 4 keys. The majority choice in the experimental trials reflects the socially mindful choice, while the minority choice in the experimental trials reflects the socially hostile choice. This task consisted of 39 trials in total, divided between 26 experimental and 13 control trials, using 13 separate categories of products. Each category of products was used three times, i.e., in one control trial and two experimental trials. The number of socially mindful choices and the response time in the experimental trials were used as indices of prosocial behavior and decision time. The decision time on the control trials was used as a confounder to control children’s general decision time.
Socioeconomic status
To assess their socioeconomic status, we asked the participants’ parents or guardians about their household income (four-point questionnaire ranging from “< 3 million yen” to “> 9 million yen”), and maternal and paternal educational attainments (five-point questionnaire ranging from “completed junior high school” to “entered a graduate school”). Socioeconomic status measures were collected from only 217 participants for household income, 222 participants for maternal education, and 221 participants for paternal education, as there were some non-respondents.
Statistical analysis
Three participants were excluded from the data set because their task accuracy was lower than chance (50%) on the flanker tasks. To evaluate the relationship between cognitive control and decision time, and prosocial behavior, multiple regression analyses predicting the number of socially mindful choices were conducted. The interference score on the reaction time in the flanker task and the decision time on the experimental trials in the social mindfulness task were entered as independent variables. The school, sex, grade, household income, maternal and paternal education, reaction time on the congruent trials, and decision time on the control trials in the social mindfulness task were entered as the confounders. To evaluate the difference in the length of decision time between prosocial and selfish behaviors at the intra-individual level, a paired t-test was performed to compare the decision time in socially mindful and hostile choices. Then, to test the relationship between cognitive control and decision time in prosocial and selfish behaviors, multiple regression analyses were carried out to predict the decision times in socially mindful and hostile choices. The interference score on the reaction time in the flanker task was entered as an independent variable. The sex, grade, household income, maternal and paternal education, and reaction time on the congruent trials in the flanker task, and decision time on the control and experimental trials in the social mindfulness task were entered as the confounders. Six participants were excluded from this intra-individual level analyses because they had no socially hostile choices. Multiple regression analyses were performed with full-information maximum likelihood estimation using the lavaan package in the R Studio software, version 1.1.463. All statistical analyses were conducted with α = 0.05.