How Strategic Conformity Interacts with Innovation: An Empirical Study on Korean Manufacturing Firms from the Perspective of Optimal Distinctiveness
Abstract
:1. Introduction
2. Two Opposing Theories and New Approaches
2.1. Theories of Heterogeneity
2.2. Theories of Homogeneity
2.3. New Approaches
3. Hypotheses Development
3.1. Strategic Conformity for the Performance of Korean Firms
3.2. Strategic Conformity and Innovation for the Performance of Korean Firms
3.3. Moderating Effect of Industry Dynamism
4. Research Methods
4.1. Sample
4.2. Variables and Measures
4.2.1. Dependent Variables
4.2.2. Independent Variables
4.2.3. Control Variables
5. Results
5.1. Research Model
5.2. Statistical Results and Interpretation
6. Discussion
7. Conclusions
Author Contributions
Funding
Conflicts of Interest
References
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1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | ||
---|---|---|---|---|---|---|---|---|---|---|---|
1. ROI | 1.000 | ||||||||||
2. COAGE | 0.032 | 1.000 | |||||||||
3. COSIZE | 0.007 | 0.342 *** | 1.000 | ||||||||
4. REVLN | 0.094 * | 0.343 *** | 0.632 *** | 1.000 | |||||||
5. REVGROWTH | 0.173 *** | −0.072 | −0.025 | 0.039 | 1.000 | ||||||
6. STOCKMKT_DUM | −0.152 ** | 0.219 *** | 0.386 *** | 0.404 *** | −0.013 | 1.000 | |||||
7. R&DEMPLN | 0.052 | −0.196 *** | −0.147 ** | −0.071 | −0.053 | 0.144 ** | 1.000 | ||||
8. ZCFMTY | 0.208 *** | −0.102 * | −0.066 | −0.034 | −0.088 * | −0.057 | −0.036 | 1.000 | |||
9. ZINNOLN | 0.023 | 0.164 *** | 0.493 *** | −0.489 *** | −0.025 | 0.366 *** | 0.254 *** | −0.111 ** | 1.000 | ||
10. ZINDYNA | 0.050 | −0.030 | −0.083 | −0.129 ** | −0.035 | 0.030 | 0.181 ** | 0.068 | 0.024 | 1.000 |
Step | Variables | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|---|
ß | ß | ß | ß | ||
1 | ControlVariables | ||||
COAGE | 0.022 | 0.029 | 0.024 | 0.021 | |
COSIZE | −5.374 * | −5.043 * | −4.821 * | −4.535 | |
REVLN | 1.449 *** | 1.353 *** | 1.294 *** | 1.306 *** | |
REVGROWTH | 2.114 *** | 2.436 *** | 2.524 *** | 2.483 *** | |
STOCKMKT_DUM | −2.397 *** | −2.422 *** | −2.495 *** | −2.505 *** | |
R&DEMPLN | 0.577 * | 0.546 | 0.546 | 0.530 | |
2 | MainEffectVariables | ||||
ZCNFMTY | 1.313 *** | 0.448 | 0.644 | ||
ZINNOLN | 0.182 | 0.205 | 0.227 | ||
ZINDYNA | 0.236 | 0.085 | 0.079 | ||
3 | Interaction | ||||
ZCNFMTYXZINNOLN | 1.058 *** | 0.667 * | |||
ZCNFMTYXZINDYNA | 0.432 | 1.307 ** | |||
ZINNOLNXZINDYNA | 0.178 | 0.177 | |||
4 | Three—wayinteraction | ||||
ZCNFMTYXZINNOLNXZINDYNA | −1.370 ** | ||||
Model | |||||
F—Statistics | 8.503 *** | 9.155 *** | 5.084 ** | 12.023 ** | |
R² | 0.104 | 0.157 | 0.185 | 0.207 | |
AdjustedR² | 0.091 | 0.139 | 0.163 | 0.183 | |
ChangesinR² | 0.053 | 0.029 | 0.022 |
Moderator Value(s) Defining Johnson—Neyman Significance Region(s) | ||||||
Value | % Below | % Above | ||||
0.032 | 68.973 | 31.027 | ||||
1.673 | 94.420 | 5.580 | ||||
Conditional effect of X × M on Y at values of the moderator (W) | ||||||
W | Effect | se | t | p | LLCI | ULCI |
−0.676 | 1.593 | 0.330 | 4.829 | 0.000 | 0.945 | 2.242 |
−0.418 | 1.240 | 0.296 | 4.186 | 0.000 | 0.658 | 1.823 |
−0.161 | 0.887 | 0.296 | 3.001 | 0.003 | 0.306 | 1.468 |
0.032 | 0.624 | 0.317 | 1.965 | 0.050 | 0.000 | 1.247 |
0.097 | 0.534 | 0.328 | 1.627 | 0.105 | −0.111 | 1.179 |
0.355 | 0.181 | 0.386 | 0.469 | 0.639 | −0.578 | 0.940 |
0.612 | −0.172 | 0.459 | −0.375 | 0.708 | −1.075 | 0.730 |
0.870 | −0.525 | 0.542 | −0.969 | 0.333 | −1.590 | 0.539 |
1.128 | −0.878 | 0.630 | −1.394 | 0.164 | −2.116 | 0.360 |
1.385 | −1.231 | 0.722 | −1.706 | 0.089 | −2.650 | 0.187 |
1.643 | −1.584 | 0.816 | −1.942 | 0.053 | −3.188 | 0.019 |
1.673 | −1.625 | 0.827 | −1.965 | 0.050 | −3.250 | 0.000 |
1.900 | −1.938 | 0.912 | −2.125 | 0.034 | −3.730 | −0.146 |
2.158 | −2.291 | 1.009 | −2.271 | 0.024 | −4.273 | −0.308 |
2.416 | −2.644 | 1.107 | −2.389 | 0.017 | −4.819 | −0.469 |
2.673 | −2.977 | 1.205 | −2.487 | 0.013 | −5.366 | −0.628 |
2.931 | −3.350 | 1.304 | −2.569 | 0.011 | −5.913 | −0.787 |
3.189 | −3.703 | 1.404 | −2.638 | 0.009 | −6.462 | −0.944 |
3.446 | −4.056 | 1.503 | −2.698 | 0.007 | −7.011 | −1.101 |
3.704 | −4.409 | 1.603 | −2.750 | 0.006 | −7.561 | −1.258 |
3.962 | −4.762 | 1.704 | −2.795 | 0.005 | −8.111 | −1.414 |
4.219 | −5.115 | 1.804 | −2.835 | 0.005 | −8.661 | −1.570 |
4.477 | −5.468 | 1.905 | −2.871 | 0.004 | −9.212 | −1.725 |
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Lim, M.S.; Kim, C.Y.; Yoo, J.W. How Strategic Conformity Interacts with Innovation: An Empirical Study on Korean Manufacturing Firms from the Perspective of Optimal Distinctiveness. J. Open Innov. Technol. Mark. Complex. 2020, 6, 121. https://doi.org/10.3390/joitmc6040121
Lim MS, Kim CY, Yoo JW. How Strategic Conformity Interacts with Innovation: An Empirical Study on Korean Manufacturing Firms from the Perspective of Optimal Distinctiveness. Journal of Open Innovation: Technology, Market, and Complexity. 2020; 6(4):121. https://doi.org/10.3390/joitmc6040121
Chicago/Turabian StyleLim, Myung Sub, Choo Yeon Kim, and Jae Wook Yoo. 2020. "How Strategic Conformity Interacts with Innovation: An Empirical Study on Korean Manufacturing Firms from the Perspective of Optimal Distinctiveness" Journal of Open Innovation: Technology, Market, and Complexity 6, no. 4: 121. https://doi.org/10.3390/joitmc6040121