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Workplace Innovation: Exploratory and Confirmatory Factor Analysis for Construct Validation

Authors :
Kriengsak Panuwatwanich
Rodney Anthony Stewart
Warit Wipulanusat
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.

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