Collaborative cooperation (CC) and division of labor cooperation (DLC) are two prevalent forms of cooperative problem-solving approaches in daily life. Despite extensive research on the neural mechanisms underlying cooperative problem-solving approaches, a notable gap exists between the neural processes that support CC and DLC. The present study utilized a functional near-infrared spectroscopy (fNIRS) hyperscanning technique along with a classic cooperative tangram puzzle task to investigate the neural mechanisms engaged by both friends and stranger dyads during CC versus DLC. The key findings of this study were as follows: (1) Dyads exhibited superior behavioral performance in the DLC task than in the CC task. The CC task bolstered intra-brain functional connectivity and inter-brain synchrony (IBS) in regions linked to the mirror neuron system (MNS), spatial perception (SP) and cognitive control. (2) Friend dyads showed stronger IBS in brain regions associated with the MNS than stranger dyads. (3) Perspective-taking predicted not only dyads' behavioral performance in the CC task but also their IBS in brain regions associated with SP during the DLC task. Taken together, these findings elucidate the divergent behavioral performance and neural connection patterns between the two cooperative problem-solving approaches. This study provides novel insights into the various neurocognitive processes underlying flexible coordination strategies in real-world cooperative contexts.

This study aimed to investigate the relationship between academic passion (AP) and subjective well-being (SWB), along with the mediating role of psychological resilience (PR) and the moderating role of academic climate (AC), among Chinese female research talent in reserve. A convenience sampling method was used to select 304 female master’s degree students from several universities in the central region of China a questionnaire survey. The results show that: (1) AP has a positive predictive effect on the SWB of female reserve research talents; (2) PR partially mediated the relationship between the AP and SWB of female reserve research talents; (3) AC moderated the relationship between the AP and SWB of female reserve research talents. Thus, the findings of this study support a moderated mediation model that explores the relationship between AP and SWB for female research backups, with PR as the mediating variable and AC as the moderating variable. These findings provide a new perspective with which to explore the mechanisms influencing the subjective well-being of female research reserves.