The Impact of Entrepreneurial Orientation on the Sustainable Innovation Capabilities of New Ventures: From the Perspective of Ambidextrous Learning
Abstract
:1. Introduction
2. Theoretical Background and Research Hypotheses
2.1. Entrepreneurial Orientation
2.2. Ambidextrous Learning
2.3. The SIC of New Ventures
2.4. Entrepreneurial Orientation, Ambidextrous Learning, and SIC
3. Methodology
3.1. Sample and Data
3.2. Variable Measurement
4. Results
4.1. Measurement Model Estimation
4.2. Descriptive Analysis
4.3. Hypothesis Testing
5. Discussion and Conclusions
5.1. Discussion
5.2. Theoretical Contributions
5.3. Managerial Implications
5.4. Limitations and Future Directions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variables | Item | Factor Loading | CR | AVE | Goodness of Fit | |
---|---|---|---|---|---|---|
Entrepreneurial orientation (EO) | Innovativeness (α = 0.846) | IT1 | 0.756 | 0.849 | 0.584 | X2/DF = 2.594 RMSEA = 0.070 GFI = 0.958 NFI = 0.949 TLI = 0.955 IFI = 0.968 CFI = 0.968 |
IT2 | 0.746 | |||||
IT3 | 0.776 | |||||
IT4 | 0.777 | |||||
Proactiveness (α = 0.853) | PT1 | 0.822 | 0.854 | 0.661 | ||
PT2 | 0.820 | |||||
PT3 | 0.796 | |||||
Risk-taking (α = 0.857) | RT1 | 0.787 | 0.859 | 0.670 | ||
RT2 | 0.814 | |||||
RT3 | 0.853 | |||||
The SIC of new ventures (α = 0.890) | SIC1 | 0.815 | 0.922 | 0.702 | X2/DF = 2.423 RMSEA = 0.066 GFI = 0.986; NFI = 0.990 TLI = 0.988; IFI = 0.994 CFI = 0.994 | |
SIC2 | 0.885 | |||||
SIC3 | 0.875 | |||||
SIC4 | 0.807 | |||||
SIC5 | 0.805 | |||||
Ambidextrous learning (AL) | Exploratory learning (α = 0.895) | EXPR1 | 0.807 | 0.907 | 0.663 | X2/DF = 1.674 RMSEA = 0.045 GFI = 0.967 NFI = 0.968 TLI = 0.983 IFI = 0.987 CFI = 0.987 |
EXPR2 | 0.753 | |||||
EXPR3 | 0.809 | |||||
EXPR4 | 0.860 | |||||
EXPR5 | 0.838 | |||||
Exploitative learning (α = 0.859) | EXPI1 | 0.762 | 0.859 | 0.550 | ||
EXPI2 | 0.764 | |||||
EXPI3 | 0.744 | |||||
EXPI4 | 0.709 | |||||
EXPI5 | 0.725 |
Fit Indices | X2/DF | RMSEA | GIF | NFI | TLI | IFI | CFI |
---|---|---|---|---|---|---|---|
Six-factor model: innovativeness, proactiveness, risk-taking, exploratory learning, exploitative learning, SIC of new ventures. | 1.305 | 0.030 | 0.914 | 0.924 | 0.978 | 0.981 | 0.981 |
Five-factor model: innovativeness + proactiveness, risk-taking, exploratory learning, exploitative learning, SIC of new ventures. | 2.180 | 0.060 | 0.833 | 0.872 | 0.917 | 0.926 | 0.926 |
Four-factor model: innovativeness + proactiveness + risk-taking, exploratory learning, exploitative learning, SIC of new ventures. | 3.091 | 0.080 | 0.782 | 0.816 | 0.852 | 0.867 | 0.866 |
Three-factor model: innovativeness + proactiveness + risk-taking, exploratory learning + exploitative learning, and the SIC of new ventures. | 4.506 | 0.103 | 0.670 | 0.728 | 0.752 | 0.775 | 0.774 |
Two-factor model: innovativeness + proactiveness + risk-taking, exploratory learning + exploitative learning + SIC of new ventures. | 5.676 | 0.119 | 0.608 | 0.655 | 0.669 | 0.697 | 0.695 |
One-factor model: innovativeness + proactiveness + risk-taking + exploratory learning + exploitative learning + SIC of new ventures. | 6.022 | 0.124 | 0.602 | 0.632 | 0.645 | 0.673 | 0.671 |
Variable | Mean | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
---|---|---|---|---|---|---|---|---|---|---|
1. Enterprise size | 2.767 | 0.863 | 1 | |||||||
2. Enterprise age | 3.155 | 0.790 | 0.295 ** | 1 | ||||||
3. Innovativeness | 3.841 | 0.959 | 0.100 | 0.168 ** | 1 | |||||
4. Proactiveness | 3.843 | 0.978 | 0.127 * | 0.117 * | 0.415 ** | 1 | ||||
5. Risk-taking | 3.367 | 1.100 | 0.014 | 0.122 * | 0.384 ** | 0.253 ** | 1 | |||
6. Exploratory learning | 3.567 | 0.920 | 0.045 | 0.181 ** | 0.522 ** | 0.459 ** | 0.426 ** | 1 | ||
7. Exploitative learning | 3.841 | 0.801 | −0.004 | 0.08 | 0.452 ** | 0.547 ** | 0.284 ** | 0.420 ** | 1 | |
8. The SIC of new ventures | 3.627 | 1.022 | 0.051 | 0.159 ** | 0.528 ** | 0.513 ** | 0.435 ** | 0.537 ** | 0.548 ** | 1 |
Fit Indices | X2/DF | RMSEA | GIF | NFI | TLI | IFI | CFI |
---|---|---|---|---|---|---|---|
Model 1: (EO-SIC) | 1.779 | 0.049 | 0.947 | 0.951 | 0.972 | 0.978 | 0.978 |
Model 2: (EO-AL) | 1.641 | 0.044 | 0.929 | 0.930 | 0.966 | 0.972 | 0.971 |
Model 3: (EO-AL-SIC) | 1.444 | 0.037 | 0.919 | 0.929 | 0.973 | 0.977 | 0.977 |
Measuring standard | <3 | <0.08 | >0.9 | >0.9 | >0.9 | >0.9 | >0.9 |
Model 1: (EO-SIC) | Paths | Estimate | SE | T-Value | p-Value | Results |
---|---|---|---|---|---|---|
H1 (+) | SIC←IT | 0.330 | 0.075 | 5.066 | *** | Supported |
SIC←PT | 0.344 | 0.067 | 5.802 | *** | Supported | |
SIC←RT | 0.236 | 0.05 | 4.241 | *** | Supported | |
Model 2: (EO-AL) | ||||||
H2a (+) | EXPR←IT | 0.358 | 0.067 | 5.193 | *** | Supported |
H2b (+) | EXPR←PT | 0.268 | 0.065 | 4.385 | *** | Supported |
H2c (+) | EXPR←RT | 0.233 | 0.053 | 3.995 | *** | Supported |
H3a (+) | EXPI←IT | 0.266 | 0.055 | 3.775 | *** | Supported |
H3b (+) | EXPI←PT | 0.490 | 0.059 | 7.102 | *** | Supported |
H3c (+) | EXPI←RT | 0.064 | 0.043 | 1.08 | 0.28 | Not Supported |
Model 3: (EO-AL-SIC) | ||||||
H2a (+) | EXPR←IT | 0.358 | 0.067 | 5.203 | *** | Supported |
H2b (+) | EXPR←PT | 0.268 | 0.066 | 4.384 | *** | Supported |
H2c (+) | EXPR←RT | 0.234 | 0.053 | 4.003 | *** | Supported |
H3a (+) | EXPI←IT | 0.265 | 0.055 | 3.777 | *** | Supported |
H3b (+) | EXPI←PT | 0.490 | 0.059 | 7.102 | *** | Supported |
H3c (+) | EXPI←RT | 0.065 | 0.043 | 1.082 | 0.279 | Not supported |
H1a (+) | SIC←IT | 0.193 | 0.066 | 2.872 | 0.004 ** | Supported |
H1b (+) | SIC←PT | 0.162 | 0.073 | 2.394 | 0.017 ** | Supported |
H1c (+) | SIC←RT | 0.176 | 0.049 | 3.253 | 0.001 ** | Supported |
H4a (+) | SIC←EXPR | 0.185 | 0.063 | 2.947 | 0.003 ** | Supported |
H4b (+) | SIC←EXPI | 0.268 | 0.086 | 3.901 | *** | Supported |
Effect Path | Standardized Coefficients | Standard Error | 95% Confidence Interval (Lower) | 95% Confidence Interval (Upper) | p-Value |
---|---|---|---|---|---|
SIC←EXPR←IT | 0.066 | 0.032 | 0.014 | 0.143 | 0.015 |
SIC←EXPR←PT | 0.050 | 0.028 | 0.012 | 0.125 | 0.012 |
SIC←EXPR←RT | 0.043 | 0.02 | 0.008 | 0.091 | 0.014 |
SIC←EXPI←IT | 0.071 | 0.034 | 0.02 | 0.158 | 0.003 |
SIC←EXPI←PT | 0.131 | 0.051 | 0.054 | 0.252 | 0.002 |
SIC←EXPI←RT | 0.017 | 0.017 | −0.014 | 0.057 | 0.246 |
Model Statistics | Model 1 | Model 2 | Model 3 | Model 4 | |
---|---|---|---|---|---|
Control variable | Enterprise size | 0.005 | 0.020 | 0.008 | 0.015 |
Enterprise age | 0.157 ** | 0.056 | 0.052 | 0.044 | |
Mediator variable | Exploratory learning | 0.362 *** | 0.207 ** | 0.375 *** | |
Exploitative learning | 0.392 *** | 0.376 *** | 0.435 *** | ||
Equilibrium effect of ambidextrous learning | 0.217 ** | ||||
Interaction effect of ambidextrous learning | 0.131 ** | ||||
R2 | 0.025 | 0.419 | 0.440 | 0.434 | |
Adjusted R2 | 0.019 | 0.412 | 0.431 | 0.425 | |
F | 4.234 * | 58.694 *** | 50.836 *** | 49.705 *** | |
Maximum VIF | 1.095 | 1.247 | 2.426 | 1.341 | |
Durbin–Watson value | 1.988 | 1.955 |
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Yu, X.; Cao, N.; Ren, H. The Impact of Entrepreneurial Orientation on the Sustainable Innovation Capabilities of New Ventures: From the Perspective of Ambidextrous Learning. Sustainability 2023, 15, 9026. https://doi.org/10.3390/su15119026
Yu X, Cao N, Ren H. The Impact of Entrepreneurial Orientation on the Sustainable Innovation Capabilities of New Ventures: From the Perspective of Ambidextrous Learning. Sustainability. 2023; 15(11):9026. https://doi.org/10.3390/su15119026
Chicago/Turabian StyleYu, Xihua, Ning Cao, and Hao Ren. 2023. "The Impact of Entrepreneurial Orientation on the Sustainable Innovation Capabilities of New Ventures: From the Perspective of Ambidextrous Learning" Sustainability 15, no. 11: 9026. https://doi.org/10.3390/su15119026
APA StyleYu, X., Cao, N., & Ren, H. (2023). The Impact of Entrepreneurial Orientation on the Sustainable Innovation Capabilities of New Ventures: From the Perspective of Ambidextrous Learning. Sustainability, 15(11), 9026. https://doi.org/10.3390/su15119026