Changes in functional brain activity patterns associated with computer programming learning in novices

被引:0
作者
Hishikawa, Kenji [1 ,2 ]
Yoshinaga, Kenji [1 ,3 ]
Togo, Hiroki [1 ,3 ]
Hongo, Takeshi [1 ,4 ]
Hanakawa, Takashi [1 ,2 ,3 ]
机构
[1] Natl Ctr Neurol & Psychiat NCNP, Integrat Brain Imaging Ctr, Dept Adv Neuroimaging, Tokyo, Japan
[2] Tokyo Med & Dent Univ, Grad Sch Med & Dent Sci, Dept NCNP Brain Physiol & Pathol, Med & Dent Sci Doctoral Program,Track Med & Dent S, Tokyo, Japan
[3] Kyoto Univ, Integrated Neuroanat & Neuroimaging, Grad Sch Med, Kyoto, Japan
[4] Otsuma Womens Univ, Fac Social Informat Studies, Tokyo, Japan
基金
日本科学技术振兴机构; 日本学术振兴会;
关键词
Code comprehension; Functional magnetic resonance imaging; Program comprehension; The neuroscience of programming; Programming learning; ORGANIZATION; PROFICIENCY; NETWORK; BOLD;
D O I
10.1007/s00429-023-02674-3
中图分类号
R602 [外科病理学、解剖学]; R32 [人体形态学];
学科分类号
100101 ;
摘要
BackgroundComputer programming, the process of designing, writing, and testing executable computer code, is an essential skill in numerous fields. A description of the neural structures engaged and modified during programming skill acquisition could help improve training programs and provide clues to the neural substrates underlying the acquisition of related skills.MethodsFourteen female university students without prior computer programing experience were examined by functional magnetic resonance imaging (fMRI) during the early and late stages of a 5-month 'Computer Processing' course. Brain regions involved in task performance and learning were identified by comparing responses to programming and control tasks during the early and late stages.ResultsThe accuracy of performing a programming task was significantly improved during the late stage. Various regions of the frontal, temporal, parietal, and occipital cortex as well as several subcortical structures (caudate nuclei and cerebellum) were activated during programming tasks. Brain activity in the right inferior frontal gyrus was greater during the late stage and significantly correlated with improved task performance. Although the left inferior frontal gyrus was also highly active during the programming task, there were no learning-induced changes in activity or a significant correlation between activity and improved task performances.ConclusionComputer programming learning among novices induces functional neuroplasticity within the right inferior frontal gyrus but not the left inferior gyrus (Broca's area).
引用
收藏
页码:1691 / 1701
页数:11
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