The appraisal of reliability and validity of subjective workload assessment technique and NASA-task load index.
- Author:
Yuan-mei XIAO
1
;
Zhi-ming WANG
;
Mian-zhen WANG
;
Ya-jia LAN
Author Information
- Publication Type:Journal Article
- MeSH: Adolescent; Adult; Aged; Female; Humans; Male; Mental Competency; Middle Aged; Occupational Health; Reproducibility of Results; Sampling Studies; Self-Assessment; Surveys and Questionnaires; standards; Task Performance and Analysis; Workload
- From: Chinese Journal of Industrial Hygiene and Occupational Diseases 2005;23(3):178-181
- CountryChina
- Language:Chinese
-
Abstract:
OBJECTIVETo 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).
METHODSOne 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 alpha coefficient and correlation coefficients between item score and total score were adopted to test the reliability. The test of validity included structure validity.
RESULTSThe 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 alpha 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 alpha 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.
CONCLUSIONBoth 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.