Ackerman Rakefet, Binah-Pollak Avital, Lauterman Tirza
Technion-Israel Institute of Technology, Haifa 3200003, Israel.
J Intell. 2023 Aug 23;11(9):171. doi: 10.3390/jintelligence11090171.
Success in cognitive tasks is associated with effort regulation and motivation. We employed the meta-reasoning approach to investigate metacognitive monitoring accuracy and effort regulation in problem solving across cultures. Adults from China, from Israel, and from Europe and North America (for simplicity: "Western countries") solved nonverbal problems and rated their confidence in their answers. The task involved identifying geometric shapes within silhouettes and, thus, required overcoming interference from holistic processing. The Western group displayed the worst monitoring accuracy, with both the highest overconfidence and poorest resolution (discrimination in confidence between the correct and wrong solutions). The Israeli group resembled the Western group in many respects but exhibited better monitoring accuracy. The Chinese group invested the most time and achieved the best success rates, demonstrating exceptional motivation and determination to succeed. However, their efficiency suffered as they correctly solved the fewest problems per minute of work. Effort regulation analysis based on the Diminishing Criterion Model revealed distinct patterns: the Western participants invested the least amount of time regardless of item difficulty and the Israelis invested more time only when addressing the hardest items. The Chinese group allocated more time throughout but particularly in moderate to difficult items, hinting at their strategic determination to overcome the challenge. Understanding cultural differences in metacognitive processes carries implications for theory (e.g., motivational factors) and practice (e.g., international teams, education). The present findings can serve as a foundation for future research in these and other domains.
认知任务的成功与努力调节和动机相关。我们采用元推理方法来研究跨文化解决问题中的元认知监测准确性和努力调节。来自中国、以色列以及欧洲和北美的成年人(为简单起见:“西方国家”)解决非语言问题并对自己答案的信心进行评分。该任务涉及识别轮廓中的几何形状,因此需要克服整体加工的干扰。西方组的监测准确性最差,过度自信程度最高且分辨率最差(区分正确和错误解决方案的信心)。以色列组在许多方面与西方组相似,但监测准确性更高。中国组投入的时间最多且成功率最高,展现出非凡的成功动机和决心。然而,他们的效率较低,因为他们每分钟正确解决的问题最少。基于递减标准模型的努力调节分析揭示了不同的模式:西方参与者无论项目难度如何投入的时间最少,而以色列人仅在处理最难的项目时投入更多时间。中国组在整个过程中,尤其是在中等难度到困难的项目上投入了更多时间,这暗示了他们克服挑战的战略决心。理解元认知过程中的文化差异对理论(如动机因素)和实践(如国际团队、教育)都有影响。本研究结果可为这些及其他领域的未来研究奠定基础。