[Objective] When evacuating people during accidents in high-plateau environments, those affected by high-altitude reactions are prone to physical and cognitive problems, such as slow behavior and slow response, which affect their cognitive response and independent decision-making. Therefore, studying evacuation problems in a high-plateau environment is significant for a more efficient emergency evacuation. However, environmental variations such as altitude and oxygen concentrations in plateau areas are difficult to control, and large experimental costs make it difficult to conduct evacuation field tests. Therefore, a low-oxygen experimental platform was designed to simulate a high-plateau environment. [Methods] Through literature research and laboratory experiments, three control experimental schemes, an up-and-down step experiment, a 90 s running experiment, and a reaction ability experiment, were designed to simulate evacuation scenarios based on physiology and cognition. The control experiments were conducted on a low-oxygen experimental platform and a high-altitude field. Heart rate, blood oxygen levels, and reaction speed were collected as evaluation indices of physiological and psychological dimensions. Statistically, the differences in experimental data between the high-plateau field and low-oxygen experimental platform were compared. The experimental data of the three groups were tested for normality. To analyze the difference between the two groups, non-normally distributed experimental data were analyzed using the independent sample Mann-Whitney U test, while normally distributed experimental data were analyzed using the independent sample T-test. [Results] In the up-and-down step experiments, the progressive significance of the heart rate and blood oxygen levels obtained from the low-oxygen experimental platform and Lhasa Gongga Airport were 0.052 and 0.112, respectively, which were greater than the significance level (P = 0.05), and no significant difference was found between the two experimental results. In the 90 s running experiment, the progressive significance of the heart rate and blood oxygen levels obtained from the low-oxygen experimental platform and Lhasa Gongga Airport were 0.953 and 0.780, respectively, which were significantly greater than the significance level (P = 0.05). No significant difference was found between the two experimental results. In the reaction ability experiment, the T-test results had P-values of 0.211 and 0.204, which were >0.05. No significant difference was noted between the experimental results obtained in the high-altitude field experiment (Nyingchi Airport and Lhasa Gongga Airport) and the low-oxygen experimental platform simulation. [Conclusions] By integrating statistical ideas and analyzing datasets, the low-oxygen experimental platform can simulate the field environment of a high-plateau airport within a certain range of error tolerance based on the results of an up-and-down step experiment, 90 s running experiment, and reaction ability experiment. The experimental platform can serve as a basic support for experimental research and innovation for man-machine safety and occupational health. [ABSTRACT FROM AUTHOR]