Upholding Knowledge Sharing for Organization Innovation Efficiency in Pakistan
Abstract
:1. Introduction
2. Literature Review
2.1. Knowledge Sharing
2.2. Organizational Factors for Knowledge Sharing
2.3. Technology Factors for Knowledge Sharing
2.4. Knowledge Sharing and Innovation
3. Methodology
3.1. Research Hypotheses
3.2. Measure
3.3. Data Collection and Sample
3.4. Data Analysis Technique
4. Data Analysis and Results
4.1. Reliability
4.2. Construct Validity
4.3. Measurement Model
4.4. Structural Model
5. Discussion and Recommendations
5.1. Implications
5.2. Limitations and Recommendations
6. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
Appendix A
Constructs | Items | Factor Loadings | Cronbach’s Alpha |
---|---|---|---|
Top management support | Top management holds the belief that inspiring knowledge sharing among co-workers is useful. | 0.772 | 0.950 |
Top management is always supportive for knowledge sharing among workers. | 0.779 | ||
Top management provides needed resources to encourage sharing of knowledge among employees. | 0.738 | ||
Top management is eager to see that workers are happily engage in knowledge sharing process. | 0.846 | ||
Organizational rewards | I expect a rise in salary for sharing my knowledge with other co-workers. | 0.748 | 0.914 |
I expect to be rewarded with a bonus for my knowledge sharing with other colleagues. | 0.768 | ||
I expect to be rewarded with promotion for my knowledge sharing with other colleagues. | 0.845 | ||
I expect to be rewarded with job security for my knowledge sharing with other colleagues. | 0.834 | ||
ICT use | Use of electronic database is quite common among workers to have an access to knowledge. | 0.848 | 0.940 |
Knowledge networks like intranet groupware, virtual communities are used by employees to communicate with each other. | 0.833 | ||
My company aims to use technologies to help knowledge sharing among workers in the organization | 0.874 | ||
My company aims to use technologies to help knowledge sharing with others outside the organization | 0.783 | ||
Knowledge donating | I use to share the new stuff that I have learned with my co-workers. | 0.783 | 0.887 |
My co-workers use to share the new stuff that they have learned with me. | 0.773 | ||
Sharing knowledge is a repetitive activity among co-workers in my organization. | 0.690 | ||
Knowledge collecting | I transfer my knowledge with co-workers whenever they inquire me. | 0.837 | 0.896 |
I transfer my skills with co-workers whenever they inquire me. | 0.745 | ||
Co-workers transfer their knowledge to me whenever I need it. | 0.755 | ||
Co-workers transfer their skills to me whenever I need it. | 0.741 | ||
Organization innovation efficiency | My organization continually works on novel ideas. | 0.770 | 0.941 |
My organization follows novel practices of doing things. | 0.789 | ||
My organization is advanced in using operational practices. | 0.705 | ||
Very often it’s my own organization that introduces novel products and services | 0.750 | ||
Innovation is considered as uncertain and this is why it is discouraged at my organization. | 0.812 | ||
My organization has a record of introducing new products and services in the market since past five years. | 0.800 |
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AVE | CR | TMS | OR | ICTU | KD | KC | OIE | |
---|---|---|---|---|---|---|---|---|
TMS | 0.616 | 0.865 | 0.784 | |||||
OR | 0.640 | 0.876 | 0.341 ** | 0.8 | ||||
ICTU | 0.697 | 0.902 | 0.396 ** | 0.295 ** | 0.834 | |||
KD | 0.594 | 0.854 | 0.587 ** | 0.299 ** | 0.310 ** | 0.749 | ||
KC | 0.562 | 0.793 | 0.522 ** | 0.270 ** | 0.246 * | 0.586 ** | 0.770 | |
OIE | 0.662 | 0.922 | 0.375 ** | 0.169 | 0.208 * | 0.635 ** | 0.570 ** | 0.813 |
Goodness of Fit Measure | Independent Model | Mediator Model | Dependent Model | Recommended Value |
---|---|---|---|---|
χ2/df | 1.325 | 1.564 | 1.752 | ≤3 |
CFI | 0.954 | 0.975 | 0.979 | ≥0.95 |
NNFI | 0.950 | 0.960 | 0.965 | ≥0.95 |
RMSEA | 0.057 | 0.075 | 0.08 | ≤0.08 |
Goodness of Fit Measure | Value | Recommended Value |
---|---|---|
χ2/df | 1.307 | ≤3 |
CFI | 0.997 | ≥0.95 |
NFI | 0.976 | ≥0.95 |
NNFI | 0.971 | ≥0.95 |
RMSEA | 0.05 | ≤0.08 |
Hypotheses | Hypothesized Path | Standardized Regression Weight (β) | t-Value | p Value | Results | ||
---|---|---|---|---|---|---|---|
Hypothesis 1a | KD | <--- | TMS | 0.198 | 2.414 | 0.016 ** | Supported |
Hypothesis 1b | KC | <--- | TMS | 0.193 | 1.978 | 0.048 ** | Supported |
Hypothesis 2a | KD | <--- | OR | 0.038 | 0.543 | 0.587 ns | Not Supported |
Hypothesis 2b | KC | <--- | OR | 0.070 | 0.856 | 0.392 ns | Not Supported |
Hypothesis 3a | KD | <--- | ICTU | 0.067 | 0.968 | 0.333 ns | Not Supported |
Hypothesis 3b | KC | <--- | ICTU | 0.008 | 0.101 | 0.919 ns | Not Supported |
Hypothesis 4a | OIE | <--- | KD | 0.463 | 5.344 | 0.00 *** | Supported |
Hypothesis 4b | OIE | <--- | KC | 0.303 | 3.498 | 0.00 *** | Supported |
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Fayyaz, A.; Chaudhry, B.N.; Fiaz, M. Upholding Knowledge Sharing for Organization Innovation Efficiency in Pakistan. J. Open Innov. Technol. Mark. Complex. 2021, 7, 4. https://doi.org/10.3390/joitmc7010004
Fayyaz A, Chaudhry BN, Fiaz M. Upholding Knowledge Sharing for Organization Innovation Efficiency in Pakistan. Journal of Open Innovation: Technology, Market, and Complexity. 2021; 7(1):4. https://doi.org/10.3390/joitmc7010004
Chicago/Turabian StyleFayyaz, Ayesha, Beenish Neik Chaudhry, and Muhammad Fiaz. 2021. "Upholding Knowledge Sharing for Organization Innovation Efficiency in Pakistan" Journal of Open Innovation: Technology, Market, and Complexity 7, no. 1: 4. https://doi.org/10.3390/joitmc7010004
APA StyleFayyaz, A., Chaudhry, B. N., & Fiaz, M. (2021). Upholding Knowledge Sharing for Organization Innovation Efficiency in Pakistan. Journal of Open Innovation: Technology, Market, and Complexity, 7(1), 4. https://doi.org/10.3390/joitmc7010004