心理科学进展 ›› 2025, Vol. 33 ›› Issue (7): 1077-1090.doi: 10.3724/SP.J.1042.2025.1077 cstr: 32111.14.2025.1077
• 研究构想 • 下一篇
收稿日期:2024-12-05
出版日期:2025-07-15
发布日期:2025-04-27
通讯作者:
刘强, E-mail: lq780614@163.com基金资助:
HE Hong, ZHANG Xinyue, SHI Jinghong, LIU Qiang(
)
Received:2024-12-05
Online:2025-07-15
Published:2025-04-27
摘要:
降低心智游移(也称走神)频率对于个体的学习、工作和生活至关重要。本研究基于心智游移的资源控制理论和动态框架模型, 认为转回努力反映了执行控制及对思维的约束, 采用转回努力训练降低心智游移频率, 有益于弥补正念训练的去自动化所带来的资源消耗。本研究拟展开以下三个研究:首先, 在实验室中采用行为实验和任务态磁共振成像数据探索转回努力训练对心智游移和任务绩效的影响及其认知神经机制; 其次, 考察生活中转回努力训练对心智游移的影响和神经机制; 最后, 探索生活情景中的转回努力训练对中小学生课堂心智游移及学业成绩的干预作用。本研究有利于揭示转回努力训练影响心智游移的认知神经机制, 为减少心智游移以降低任务损失提供有效且易操作的方式, 并揭示该训练影响心智游移的个体差异和群体差异, 为减少课堂心智游移及提高学业成绩提供新思路。
中图分类号:
何鸿, 张馨月, 石京鸿, 刘强. (2025). 转回努力训练对心智游移的影响及其机制探索. 心理科学进展 , 33(7), 1077-1090.
HE Hong, ZHANG Xinyue, SHI Jinghong, LIU Qiang. (2025). Exploring the impact of focus back effort training on mind wandering and its mechanisms. Advances in Psychological Science, 33(7), 1077-1090.
图1 研究框架图 方案中关键技术注释:①分析任务和生活中经验采样的思维变化曲线得到最佳训练时长; ②潜变量中介分析考察转回努力训练是否能通过减少心智游移提高任务绩效; ③一般线性模型获得转回努力训练的激活模式; ③、④脑网络功能连接分析探测训练前后的脑网络功能连接模式差异; ⑤多重逻辑回归分析探索转回努力随任务时长的变化, 采用验证性因素分析对心智游移分数进行降维。彩图见电子版, 下同。
图3 研究1和研究2的预期结果。(A)资源控制理论应用于转回努力训练对不同负荷任务的干预作用, (B)预期行为结果示意图, (C)预期脑激活结果示意图, (D)预期脑网络功能连接结果示意图, 即动态框架模型在转回努力训练上的应用。 注:图(A)中, 紫色虚线代表完全没有心智游移到存在心智游移的临界点。绿色实线到黑色实线的距离是训练后转回努力自动化节省的执行控制, 递减的绿色实线代表训练后在完成一件任务时的执行控制水平, 下部的绿色区域代表由于训练后转回努力自动化和转回状态增多而增加的分配给任务的资源。图(C)左侧黑底区域的脑图为转回努力的正激活图(何鸿, 2022), 白底区域脑图为转回状态的正激活图(Hasenkamp et al., 2012)。图(D)中的红色箭头代表思维的有意约束的来源, 紫色箭头代表思维可变性的来源, 蓝色箭头代表思维的自动约束的来源。红色虚线加粗箭头代表功能连接减弱, 蓝色加粗箭头代表功能连接增强。
| [1] | 包润泽, 杨友山, 邱发根, 邬伟萍. (2020). 计算机辅助园林设计线上线下混合式课堂的教学模式研究. 教育新探索, 2(1), 19-20. |
| [2] |
程凯, 曹贵康. (2014). 走神的理论假设, 影响因素及其神经机制. 心理科学进展, 22(9), 1435-1445.
doi: 10.3724/SP.J.1042.2014.01435 |
| [3] | 何鸿. (2019). 心智游移的脑功能连接基础及与积极情绪的关系 [硕士学位论文]. 西南大学, 重庆. |
| [4] | 何鸿. (2022). 转回努力与心智游移的关系及其脑机制 [博士学位论文]. 北京师范大学, 北京. |
| [5] | 胡楠荼, 许百华. (2012). 心智游移的研究:理论、方法及进展. 应用心理学, 18(1), 40-49. |
| [6] | 蒋莉. (2018). 父母教育卷入、学业自我效能感、学业情绪与小学生学业成绩的关系研究 [硕士学位论文]. 华中师范大学, 武汉. |
| [7] | 姜瑞婷. (2022). 体育运动对高中生学习成绩影响综述-心智游移的中介作用. 学校体育, 30(6), 180-186. |
| [8] | 孔海燕, 孙雨, 宋广文. (2018). 心智游移、工作记忆对初中生阅读理解的影响. 心理与行为研究, 16(3), 362-370. |
| [9] | 宋晓兰, 唐孝威. (2015). 人类意识流的重要构成部分——心智游移. 自然杂志, 37(1), 8-16. |
| [10] | 宋晓兰, 王晓, 唐孝威. (2011). 心智游移现象:现象、机制及意义. 心理科学进展, 19(4), 499-509. |
| [11] | 田甜. (2021). 小学生课堂走神行为分析及改善策略研究 [硕士学位论文]. 四川师范大学, 成都. |
| [12] | 吴国来, 周曼, 阴晓娟, 李海英, 李娇花. (2017). 走神对中文阅读绩效的影响. 心理与行为研究, 15(3), 329-334. |
| [13] | 谢宜华, 黄凤英. (2020). 正念教育课程对国小高年级学童情绪调适能力及人际关系之影响. 教育心理学报, 52(1), 25-49. |
| [14] | 张洁婷, 杨翠梅, 吴舒莹, 张境锋, 康武, 迟新丽. (2021). 四周简易正念减压训练对初中生焦虑的影响. 心理与行为研究, 19(1), 104-110. |
| [15] |
Axelrod, V., Rees, G., Lavidor, M., & Bar, M. (2015). Increasing propensity to mind-wander with transcranial direct current stimulation. Proceedings of the National Academy of Sciences of the United States of America, 112(11), 3314-3319.
doi: 10.1073/pnas.1421435112 pmid: 25691738 |
| [16] |
Brosowsky, N. P., Murray, S., Schooler, J. W., & Seli, P. (2021). Thought dynamics under task demands: Evaluating the influence of task difficulty on unconstrained thought. Journal of Experimental Psychology: Human Perception and Performance, 47(9), 1298-1312.
doi: 10.1037/xhp0000944 pmid: 34694856 |
| [17] | Brown, G. L. (1927). Daydreams: A cause of mind wandering and inferior scholarship. The Journal of Educational Research, 15(4), 276-279. |
| [18] |
Brown, K. W., & Ryan, R. M. (2003). The benefits of being present: Mindfulness and its role in psychological well-being. Journal of Personality and Social Psychology, 84(4), 822-848.
doi: 10.1037/0022-3514.84.4.822 pmid: 12703651 |
| [19] | Buckner, R. L., Andrews-Hanna, J. R., & Schacter, D. L. (2008). The brain's default network:Anatomy, function, and relevance to disease. Annals of the New York Academy of Sciences, 1124(1), 1-38. |
| [20] |
Carlson, S., Martinkauppi, S., Rämä, P., Salli, E., Korvenoja, K., & Aronen, H. J. (1998). Distribution of cortical activation during visuospatial n-back tasks as revealed by functional magnetic resonance imaging. Cerebral Cortex, 8(8), 743-752.
doi: 10.1093/cercor/8.8.743 pmid: 9863701 |
| [21] |
Christoff, K., Gordon, A. M., Smallwood, J., Smith, R., & Schooler, J. W. (2009). Experience sampling during fMRI reveals default network and executive system contributions to mind wandering. Proceedings of the National Academy of Sciences of the United States of America, 106(21), 8719-8724.
doi: 10.1073/pnas.0900234106 pmid: 19433790 |
| [22] |
Christoff, K., Irving, Z. C., Fox, K. C. R., Spreng, R. N., & Andrews-Hanna, J. R. (2016). Mind-wandering as spontaneous thought: A dynamic framework. Nature Reviews Neuroscience, 17(11), 718-731.
doi: 10.1038/nrn.2016.113 pmid: 27654862 |
| [23] |
Corbetta, M., Patel, G., & Shulman, G. L. (2008). The reorienting system of the human brain: From environment to theory of mind. Neuron, 58(3), 306-324.
doi: 10.1016/j.neuron.2008.04.017 pmid: 18466742 |
| [24] |
DeLuca, V., Rothman, J., Bialystok, E., & Pliatsikas, C. (2019). Redefining bilingualism as a spectrum of experiences that differentially affects brain structure and function. Proceedings of the National Academy of Sciences of the United States of America, 116(15), 7565-7574.
doi: 10.1073/pnas.1811513116 pmid: 30914463 |
| [25] |
Dosenbach, N. U. F., Visscher, K. M., Palmer, E. D., Miezin, F. M., Wenger, K. K., Kang, H. C.,... Petersen, S. E. (2006). A core system for the implementation of task sets. Neuron, 50(5), 799-812.
doi: 10.1016/j.neuron.2006.04.031 pmid: 16731517 |
| [26] |
Feruglio, S., Matiz, A., Pagnoni, G., Fabbro, F., & Crescentini, C. (2021). The impact of mindfulness meditation on the wandering mind: A systematic review. Neuroscience and Biobehavioral Reviews, 131, 313-330.
doi: 10.1016/j.neubiorev.2021.09.032 pmid: 34560133 |
| [27] |
Fox, K. C. R., Spreng, R. N., Ellamil, M., Andrews-Hanna, J. R., & Christoff, K. (2015). The wandering brain: Meta-analysis of functional neuroimaging studies of mind-wandering and related spontaneous thought processes. Neuroimage, 111, 611-621.
doi: 10.1016/j.neuroimage.2015.02.039 pmid: 25725466 |
| [28] |
Frank, D. J., Nara, B., Zavagnin, M., Touron, D. R., & Kane, M. J. (2015). Validating older adults' reports of less mind-wandering: An examination of eye movements and dispositional influences. Psychology and Aging, 30(2), 266-278.
doi: 10.1037/pag0000031 pmid: 25938246 |
| [29] | Gyurkovics, M., Stafford, T., & Levita, L. (2020). Cognitive control across adolescence: Dynamic adjustments and mind-wandering. Journal of Experimental Psychology. General, 149(6), 1017-1031. |
| [30] |
Hasenkamp, W., Wilson-Mendenhall, C. D., Duncan, E., & Barsalou, L. W. (2012). Mind wandering and attention during focused meditation: A fine-grained temporal analysis of fluctuating cognitive states. Neuroimage, 59(1), 750-760.
doi: 10.1016/j.neuroimage.2011.07.008 pmid: 21782031 |
| [31] | He, H., Chen, Q., Wei, D., Shi, L., & Qiu, J. (2019). Thought control ability moderates the effect of mind wandering on positive affect via the frontoparietal control network. Frontiers in Psychology, 9, 2791. |
| [32] | He, H., Chen, Y., Li, T., Li, H., & Zhang, X. (2023). The role of focus back effort in the relationships among motivation, interest, and mind wandering: An individual difference perspective. Cognitive Research: Principles and Implications, 8(1), 43. |
| [33] | He, H., Chen, Y., & Zhang, X. (2024). The relationship between concentration effort, focus back effort, focus back state, and mind wandering. Behavioral Sciences, 14(3), 162. |
| [34] | He, H., Chen, Y., Zhang, X., & Liu, Q. (2023). Working memory capacity predicts focus back effort under different task demands. Consciousness and Cognition, 116, 103589. |
| [35] | He, H., Hu, L., Li, H., Cao, Y., & Zhang, X. (2021). The influence of mood on the effort in trying to shift one’s attention from a mind wandering phase to focusing on ongoing activities in a laboratory and in daily life. Cognition and Emotion, 35(6), 1136-1149. |
| [36] | He, H., Hu, L., Zhang, X., & Qiu, J. (2021). Pleasantness of mind wandering is positively associated with focus back effort in daily life: Evidence from resting state fMRI. Brain and Cognition, 150, 105731. |
| [37] | He, H., Li, Y., Chen, Q., Wei, D., Shi, L., Wu, X., & Qiu, J. (2021). Tracking resting-state functional connectivity changes and mind wandering: A longitudinal neuroimaging study. Neuropsychologia, 150(8), 107674. |
| [38] | He, H., Zhang, X., Pan, P., Chen, Y., & Zhang, X. (2024). Functional Connectivity in the Brain that Mediates the Relationship Between Mindfulness and Spontaneous Mind Wandering. Mindfulness, 15(10), 2473-2483. |
| [39] |
He, J., Becic, E., Lee, J. L., & Mccarley, J. S. (2011). Mind wandering behind the wheel: Performance and oculomotor correlates. Human Factors, 53(1), 13-21.
pmid: 21469530 |
| [40] | Hormuth, S. E. (1986). The sampling of experiences in situ. Journal of Personality, 54(1), 262-293. |
| [41] | Kam, J. W. Y., Irving, Z. C., Mills, C., Patel, S., Gopnik, A., & Knight, R. T. (2021). Distinct electrophysiological signatures of task-unrelated and dynamic thoughts. Proceedings of the National Academy of Sciences, 118(4), e2011796118. |
| [42] |
Kane, M. J., Gross, G. M., Chun, C. A., Smeekens, B. A., Meier, M. E., Silvia, P. J., & Kwapil, T. R. (2017). For whom the mind wanders, and when, varies across laboratory and daily-life settings. Psychological Science, 28(9), 1271-1289.
doi: 10.1177/0956797617706086 pmid: 28719760 |
| [43] |
Killingsworth, M. A., & Gilbert, D. T. (2010). A wandering mind is an unhappy mind. Science, 330(6006), 932-932.
doi: 10.1126/science.1192439 pmid: 21071660 |
| [44] | Klein, K., & Bratton, K. (2007). The costs of suppressing stressful memories. Cognition and Emotion, 21(7), 1496-1512. |
| [45] |
Krimsky, M., Forster, D. E., Llabre, M. M., & Jha, A. P. (2017). The influence of time on task on mind wandering and visual working memory. Cognition, 169, 84-90.
doi: S0010-0277(17)30224-X pmid: 28865286 |
| [46] |
Kurzban, R., Duckworth, A., Kable, J. W., & Myers, J. (2013). An opportunity cost model of subjective effort and task performance. Behavioral and Brain Sciences, 36(6), 661-679.
doi: 10.1017/S0140525X12003196 pmid: 24304775 |
| [47] |
Lutz, A., Slagter, H. A., Dunne, J. D., & Davidson, R. J. (2008). Attention regulation and monitoring in meditation. Trends in Cognitive Sciences, 12(4), 163-169.
doi: 10.1016/j.tics.2008.01.005 pmid: 18329323 |
| [48] | Mooneyham, B. W., & Schooler, J. W. (2013). The costs and benefits of mind-wandering: A review. Canadian Journal of Experimental Psychology, 67(1), 11-18. |
| [49] |
Mrazek, M. D., Franklin, M. S., Phillips, D. T., Baird, B., & Schooler, J. W. (2013). Mindfulness training improves working memory capacity and GRE performance while reducing mind wandering. Psychological Science, 24(5), 776-781.
doi: 10.1177/0956797612459659 pmid: 23538911 |
| [50] | Mrazek, M. D., Smallwood, J., Franklin, M. S., Chin, J. M., Baird, B., & Schooler, J. W. (2012). The role of mind- wandering in measurements of general aptitude. Journal of Experimental Psychology: General, 141(4), 788-798. |
| [51] | Segalowttz, N. (2007). Access fluidity, attention control, and the acquisition of fluency in a second language. Tesol Quarterly, 41(1), 181-186. |
| [52] |
Seli, P., Schacter, D. L., Risko, E. F., & Smilek, D. (2019). Increasing participant motivation reduces rates of intentional and unintentional mind wandering. Psychological Research, 83(5), 1057-1069.
doi: 10.1007/s00426-017-0914-2 pmid: 28918525 |
| [53] | Shang, Y., Hinkley, L. B., Cai, C., Mizuiri, D., Cheung, S. W., & Nagarajan, S. S. (2020). Cross-modal plasticity in adult single-sided deafness revealed by alpha band resting-state functional connectivity. Neuroimage, 207(15), 116376. |
| [54] | Shiffrin, R. M., & Schneider, W. (1977). Controlled and automatic human information processing: II. Perceptual learning, automatic attending and a general theory. Psychological Review, 84(2), 127-190. |
| [55] |
Smallwood, J., Fitzgerald, A., Miles, L. K., & Phillips, L. H. (2009). Shifting moods, wandering minds: Negative moods lead the mind to wander. Emotion, 9(2), 271-276.
doi: 10.1037/a0014855 pmid: 19348539 |
| [56] | Smallwood, J., Mcspadden, M., & Schooler, J. W. (2008). When attention matters: The curious incident of the wandering mind. Memory and Cognition, 36(6), 1144-1150. |
| [57] |
Smallwood, J., Nind, L., & O’Connor, R. C. (2009). When is your head at? An exploration of the factors associated with the temporal focus of the wandering mind. Consciousness and Cognition, 18(1), 118-125.
doi: 10.1016/j.concog.2008.11.004 pmid: 19121953 |
| [58] |
Smallwood, J., & Schooler, J. W. (2006). The restless mind. Psychological Bulletin, 132(6), 946-958.
doi: 10.1037/0033-2909.132.6.946 pmid: 17073528 |
| [59] | Smith, A. P., Brosowsky, N., Murray, S., Daniel, R., Meier, M., & Seli, P. (2020). Fixation, flexibility, and creativity: The dynamics of mind wandering. Journal of Experimental Psychology: Human Perception and Performance, 48(7), 689-710. |
| [60] | Szpunar, K. K., Khan, N. Y., & Schacter, D. L. (2013). Interpolated memory tests reduce mind wandering and improve learning of online lectures. Proceedings of the National Academy of Sciences, 110(16), 6313-6317. |
| [61] |
Thomson, D. R., Besner, D., & Smilek, D. (2015). A resource-control account of sustained attention: Evidence from mind-wandering and vigilance paradigms. Perspectives on Psychological Science, 10(1), 82-96.
doi: 10.1177/1745691614556681 pmid: 25910383 |
| [62] | Wammes, J. D., Seli, P., Cheyne, J. A., Boucher, P. O., & Smilek, D. (2016). Mind wandering during lectures II: Relation to academic performance. Scholarship of Teaching and Learning in Psychology, 2(1), 33-48. |
| [63] | Wells, A. (2005). Detached mindfulness in cognitive therapy: A metacognitive analysis and ten techniques. Journal of Rational-emotive and Cognitive-behavior Therapy, 23(4), 337-355. |
| [64] | Wong, Y.-S., Willoughby, A. R., & Machado, L. (2022). Reconceptualizing mind wandering from a switching perspective. Psychological Research, 87(2), 357-372. |
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| [15] | 岳童, 黄希庭, 徐颖, 潘思存. 价值观的稳定性与可变性:基于认知神经科学的视角[J]. 心理科学进展, 2020, 28(12): 2091-2101. |
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