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Construct Validity and Reliability of the Work Environment Assessment Instrument WE-10

Rudy de Barros Ahrens, Luciana da Silva Lirani, Antônio Carlos de Francisco

2020International Journal of Environmental Research and Public Health69 citationsDOIOpen Access PDF

Abstract

The purpose of this study was to validate the construct and reliability of an instrument to assess the work environment as a single tool based on quality of life (QL), quality of work life (QWL), and organizational climate (OC). The methodology tested the construct validity through Exploratory Factor Analysis (EFA) and reliability through Cronbach’s alpha. The EFA returned a Kaiser–Meyer–Olkin (KMO) value of 0.917; which demonstrated that the data were adequate for the factor analysis; and a significant Bartlett’s test of sphericity (χ² = 7465.349; Df = 1225; p ≤ 0.000). After the EFA; the varimax rotation method was employed for a factor through commonality analysis; reducing the 14 initial factors to 10. Only question 30 presented commonality lower than 0.5; and the other questions returned values higher than 0.5 in the commonality analysis. Regarding the reliability of the instrument; all of the questions presented reliability as the values varied between 0.953 and 0.956. Thus; the instrument demonstrated construct validity and reliability

Topics & Concepts

Varimax rotationCronbach's alphaConstruct validityReliability (semiconductor)Exploratory factor analysisConstruct (python library)PsychologyValidityApplied psychologyPsychometricsStatisticsReliability engineeringMathematicsComputer scienceEngineeringClinical psychologyPhysicsPower (physics)Quantum mechanicsProgramming languageOccupational Health and Safety ResearchWorkplace Health and Well-being
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