摘要Analogical reasoning improvement is important in educational outcome improvement.Inspired by recent ideas and evidence,we applied anti-saccade task training as an executive attention intervention and tested whether it could improve analogical reasoning performance.A serial-task paradigm was applied where participants per-formed an anti-saccade followed by an analogical reason-ing task including a perception condition.The experimen-tal group finished the anti-saccade task in which the ratio of anti-saccade trials to pro-saccade trials was 5∶1 while the counterpart was 1∶1 in the active control group.Also,a blank control group was established where participants merely finished the analogical reasoning task.Event-related electroencephalographic(EEG)data were recorded when participants were performing the executive attention and analogical reasoning tasks.In addition,their resting state EEG was collected before and after the executive attention intervention.Behaviorally,the experimental group reacted significantly faster than the other two groups in analogical reasoning but not in perception.At the neural level,in the experimental group alone,the anti-saccade trials elicited a smaller N2 than pro-saccade trials and the resting alpha power was improved after executive attention intervention.No significant difference in P2 was found between the two groups in analogical reasoning or perception but the experi-mental group showed a larger late positive component than the active control group in analogical reasoning.We also found that the late positive component mediated the rela-tionship between the N2 of anti-saccade trials and analogi-cal reasoning reaction times in the experimental group.We further discussed the role of executive attention in the ana-logical reasoning process,which may pave the way for the future reliable improvement of fluid intelligence.