External Knowledge Flows and Small and Medium-Sized Enterprises’ Innovation Capabilities Enhancement: An Empirical Investigation
Abstract
:1. Introduction
2. Literature Review
2.1. Innovation Capabilities
2.2. External Knowledge Flow
3. Materials and Methods
3.1. Data
3.2. Measurements
4. Results
4.1. Descriptive Statistics Results
4.2. Regression Analysis Results
5. Discussion
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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1 | 2 | 3 | 4 | Eigenvalue | Explained Variance | Cronbach’s Alpha | |
---|---|---|---|---|---|---|---|
Product innovate. cap. | 3.046 | 39.311 | 0.817 | ||||
ProIN1 | 0.869 | ||||||
ProIN2 | 0.797 | ||||||
ProIN3 | 0.774 | ||||||
ProIN4 | 0.631 | ||||||
Process innovate. cap. | 2.090 | 10.165 | 0.774 | ||||
ProcIN1 | 0.624 | ||||||
ProcIN2 | 0.622 | ||||||
ProcIN3 | 0.712 | ||||||
ProcIN4 | 0.770 | ||||||
Organizational innovate. cap. | 1.577 | 7.166 | 0.788 | ||||
OrgIN1 | 0.762 | ||||||
OrgIN2 | 0.751 | ||||||
OrgIN3 | 0.721 | ||||||
OrgIN4 | 0.654 | ||||||
Marketing innovate. cap. | 2.144 | 4.888 | 0.821 | ||||
MarIN1 | 0.562 | ||||||
MarIN2 | 0.483 | ||||||
MarIN3 | 0.532 | ||||||
MarIN4 | 0.831 | ||||||
MarIN5 | 0.612 |
Construct | Mean | Std. Dev. | ProIN | ProcIN | OrgIN | MarIN | KnFlow |
---|---|---|---|---|---|---|---|
Product innovate. cap. (ProIN) | 4.369 | 0.592 | 1.000 | 0.762 ** | 0.372 ** | 0.609 ** | 0.318 ** |
Process innovate. cap. (ProcIN) | 4.235 | 0.699 | 1.000 | 0.474 ** | 0.673 ** | 0.238 * | |
Organizational innovate. cap. (OrgIN) | 4.087 | 0.701 | 1.000 | 0.459 ** | 0.432 ** | ||
Marketing innovate. cap. (MarIN) | 3.696 | 0.486 | 1.000 | 0.252 * | |||
External knowledge flow (KnFlow) | 3.603 | 0.714 | 1.000 |
Source | Mean | Std. Deviation |
---|---|---|
Customers | 4.33 | 0.767 |
Competitors | 3.96 | 1.163 |
Computer applications | 3.89 | 1.00 |
Suppliers | 3.8 | 1.237 |
Publications | 3.76 | 1.226 |
Subsidiaries | 3.71 | 1.33 |
Databases | 3.46 | 1.203 |
Public lectures | 3.10 | 1.402 |
Inventions | 3.08 | 1.433 |
Universities | 3.01 | 1.384 |
Institutions | 2.87 | 1.368 |
Model | Dependent Variable | R | R Square | Adjusted R Square | Std. Error of the Estimate |
---|---|---|---|---|---|
1 | ProIN | 0.387 | 0.150 | 0.106 | 0.67455 |
2 | ProcIN | 0.298 | 0.089 | 0.042 | 0.69833 |
3 | OrgIN | 0.486 | 0.237 | 0.197 | 0.63930 |
4 | MarIN | 0.395 | 0.156 | 0.101 | 0.67649 |
Model | Dependent Variables | Unstandardized Coefficients | Standardized Coefficients | t | Sig. Level | |
---|---|---|---|---|---|---|
β | Std. Error | Beta | ||||
1 | ProIN | 0.277 | 0.104 | 0.283 | 2.659 | 0.009 |
2 | ProcIN | 0.201 | 0.107 | 0.205 | 1.882 | 0.003 |
3 | OrgIN | 0.295 | 0.068 | 0.432 | 4.315 | 0.000 |
4 | MarIN | 0.238 | 0.088 | 0.287 | 2.698 | 0.008 |
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Adam, N.A.; Alofaysan, H. External Knowledge Flows and Small and Medium-Sized Enterprises’ Innovation Capabilities Enhancement: An Empirical Investigation. Sustainability 2023, 15, 4071. https://doi.org/10.3390/su15054071
Adam NA, Alofaysan H. External Knowledge Flows and Small and Medium-Sized Enterprises’ Innovation Capabilities Enhancement: An Empirical Investigation. Sustainability. 2023; 15(5):4071. https://doi.org/10.3390/su15054071
Chicago/Turabian StyleAdam, Nawal Abdalla, and Hind Alofaysan. 2023. "External Knowledge Flows and Small and Medium-Sized Enterprises’ Innovation Capabilities Enhancement: An Empirical Investigation" Sustainability 15, no. 5: 4071. https://doi.org/10.3390/su15054071
APA StyleAdam, N. A., & Alofaysan, H. (2023). External Knowledge Flows and Small and Medium-Sized Enterprises’ Innovation Capabilities Enhancement: An Empirical Investigation. Sustainability, 15(5), 4071. https://doi.org/10.3390/su15054071