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Workplace Innovation: Exploratory and Confirmatory Factor Analysis for Construct Validation
- Source :
- Management and Production Engineering Review, Vol 8, Iss 2, Pp 57-68 (2017)
- Publication Year :
- 2017
- Publisher :
- Walter de Gruyter GmbH, 2017.
-
Abstract
- Workplace innovation enables the development and improvement of products, processes and services leading simultaneously to improvement in organisational performance. This study has the purpose of examining the factor structure of workplace innovation. Survey data, extracted from the 2014 APS employee census, comprising 3,125 engineering professionals in the Commonwealth of Australia’s departments were analysed using exploratory factor analysis (EFA) and confirmatory factor analysis (CFA). EFA returned a two-factor structure explaining 69.1% of the variance of the construct. CFA revealed that a two-factor structure was indicated as a validated model (GFI = 0.98, AGFI = 0.95, RMSEA = 0.08, RMR = 0.02, IFI = 0.98, NFI = 0.98, CFI = 0.98, and TLI = 0.96). Both factors showed good reliability of the scale (Individual creativity:α= 0.83, CR = 0.86, and AVE = 0.62; Team Innovation:α= 0.82, CR = 0.88, and AVE = 0.61). These results confirm that the two factors extracted for characterising workplace innovation included individual creativity and team innovation.
- Subjects :
- confirmatory factor analysis
Organizational Behavior and Human Resource Management
exploratory factor analysis
Computer science
05 social sciences
Applied psychology
Construct validity
Management Science and Operations Research
workplace innovation
Industrial and Manufacturing Engineering
Confirmatory factor analysis
Exploratory factor analysis
0506 political science
Management of Technology and Innovation
0502 economics and business
050602 political science & public administration
lcsh:Production management. Operations management
lcsh:TS155-194
Business and International Management
050203 business & management
Subjects
Details
- ISSN :
- 20821344
- Volume :
- 8
- Database :
- OpenAIRE
- Journal :
- Management and Production Engineering Review
- Accession number :
- edsair.doi.dedup.....32fc5ca6a89a3a6c5ffe7c7e84f057b0
- Full Text :
- https://doi.org/10.1515/mper-2017-0018