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主观负荷评估技术和NASA任务负荷指数量表的信度与效度评价

The appraisal of reliability and validity of subjective workload assessment technique and NASA-task load index

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【作者】 肖元梅王治明王绵珍兰亚佳

【Author】 XIAO Yuan-mei,WANG Zhi-ming,WANG Mian-zhen,LAN Ya-jia.Institute of Occupational Health,West China School of Public Health,Sichuan University,Chengdu 610041,China

【机构】 四川大学华西公共卫生学院劳动卫生教研室四川大学华西公共卫生学院劳动卫生教研室 610041成都610041成都

【摘要】 目的对2个脑力负荷评价量表即主观负荷评估技术(SWAT)和NASA任务负荷指数(NASATLX)量表的信度和效度进行验证。方法采用整群随机抽样方法抽取科研、教育、管理、医疗卫生等行业的脑力劳动者共1268例组成样本,采用重测信度、分半信度、Cronbach’sα系数、条目分与总分之间的相关系数对此两量表进行信度验证,采用结构效度评价两量表的效度。结果两量表总分及各条目的重测信度在0.516~0.753之间,差异有统计学意义(P<0.01),具有较好的重测信度;SWAT量表的分半信度为0.645,Cronbach’sα系数>0.80,各条目分与总分之间的相关系数均>0.70,差异有统计学意义(P<0.01);NASATLX量表的分半信度、Cronbach’sα系数均>0.80,各条目(业绩水平除外)与总分之间的相关系数均>0.60,差异亦有统计学意义(P<0.01),两量表的内部一致性较好;两量表总分的Pearson相关系数为0.492,两量表测定结果一致性较好。因子分析结果表明两量表具有较好的结构效度。结论SWAT和NASATLX量表均具有较好的信度与效度,经过适当修订,可作为我国脑力负荷研究的有效工具。

【Abstract】 Objective To test the reliability and validity of two mental workload assessment scales,i.e. subjective workload assessment technique(SWAT) and NASA task load index(NASA-TLX). Methods One thousand two hundred and sixty-eight mental workers were sampled from various kinds of occupations,such as scientific research,education,administration and medicine,etc,with randomized cluster sampling.The re-test reliability,split-half reliability,Cronbach’s α coefficient and correlation coefficients between item score and total score were adopted to test the reliability.The test of validity included structure validity. Results The re-test reliability coefficients of these two scales and their items were ranged from 0.516 to 0.753(P<0.01),indicating the two scales had good re-test reliability; the split-half reliability of SWAT was 0.645,and its Cronbach’s α coefficient was more than 0.80,all the correlation coefficients between its items score and total score were more than 0.70;as for NASA-TLX,both the split-half reliability and Cronbach’s α coefficient were more than 0.80,the correlation coefficients between its items score and total score were all more than 0.60(P<0.01) except the item of performance.Both scales had good inner consistency.The Pearson correlation coefficient between the two scales was 0.492(P< 0.01),implying the results of the two scales had good consistency.Factor analysis showed that the two scales had good structure validity. Conclusion Both SWAT and NASA-TLX have good reliability and validity and may be used as a valid tool to assess mental workload in China after being revised properly.

  • 【文献出处】 中华劳动卫生职业病杂志 ,Chinese Journal of Industrial Hygiene and Occupational Diseases , 编辑部邮箱 ,2005年03期
  • 【分类号】R741
  • 【被引频次】79
  • 【下载频次】1126
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