An Open System Understanding of Product Innovation: Attention Allocation, External Information Sources, and Absorptive Capacity
Abstract
1. Introduction
2. Theory and Hypotheses
2.1. Attention Allocation
2.2. External Information Sources
2.3. Absorptive Capacity
3. Methods
3.1. Data
3.2. Variables
3.2.1. Dependent Variable: Product Innovation
3.2.2. Independent Variable: Attention Allocation
3.2.3. Independent Variable: External Information Sources
3.2.4. Independent and Mediating Variable: Absorptive Capacities
3.2.5. Control Variables
4. 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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Variables | Mean | S.D. | Min. | Max |
---|---|---|---|---|
Product innovation (binary variable) | 0.24 | 0.43 | 0 | 1 |
Small and medium sized company (dummy) | 0.79 | 0.41 | 0 | 1 |
Firm age (in Year) | 22.75 | 13.12 | 5 | 95 |
Firm size (number of employees) | 227.69 | 1270.93 | 10 | 66,468 |
Diversity of strategic attentions | 0.75 | 0.21 | 0 | 0.90 |
Diversity of external information sources | 0.15 | 0.29 | 0 | 0.88 |
Absorptive capacity | 0.00 | 1.63 | −1.73 | 27.31 |
Variables | 1 | 2 | 3 | 4 | 5 | 6 |
---|---|---|---|---|---|---|
1. Product innovation | ||||||
2. Small and medium sized company (dummy) | −0.24 ** | |||||
3. Firm age (in year) | 0.15 ** | −0.37 ** | ||||
4. Firm size (number of employees) | 0.11 ** | −0.25 ** | 0.14 ** | |||
5. Diversity of strategic attentions | −0.09 ** | −0.13 ** | 0.11 ** | 0.07 ** | ||
6. Diversity of external information sources | 0.27 ** | −0.31** | 0.22 ** | 0.15 ** | 0.21 ** | |
7. Absorptive capacity | 0.46 ** | −0.41 ** | 0.28 ** | 0.40** | 0.19 ** | 0.58 ** |
Variables | Model 1 | Model 2 | Model 3 | Model 4 |
---|---|---|---|---|
(constant) | −0.93 ** | 0.54 ** | −1.07 ** | −1.09 ** |
(0.20) | (0.25) | (0.20) | (0.21) | |
Small and medium sized company (dummy) | −0.94 ** | −1.03 ** | −0.77 ** | −0.30 ** |
(0.10) | (0.11) | (0.11) | (0.11) | |
Firm age (in year) | 0.01 ** | 0.02 ** | 0.01 ** | 0.00 ** |
(0.00) | (0.00) | (0.00) | (0.00) | |
Firm size (number of employees) | 0.00 ** | 0.00 ** | 0.00 ** | −0.00 ** |
(0.00) | (0.00) | (0.00) | (0.00) | |
Diversity of strategic attentions | −1.83 ** | |||
(0.19) | ||||
Diversity of external information sources | 1.45 ** | |||
(0.14) | ||||
Absorptive capacity | 0.87 ** | |||
(0.04) | ||||
Log Likelihood | −1985.85 | −1940.59 | −1931.58 | −1658.65 |
Dependent Variable | |||
---|---|---|---|
Product Innovation (Logistic) | Absorptive Capacity (OLS) | Product Innovation (Logistic) | |
Variables | Model 2 | Model 5 | Model 6 |
(constant) | 0.54 ** | −0.66 ** | 1.52 ** |
(0.25) | (0.14) | (0.28) | |
Small and medium sized company (dummy) | −1.03 ** | −1.00 ** | −0.37 ** |
(0.11) | (0.06) | (0.12) | |
Firm age (in year) | 0.02 ** | 0.02 ** | 0.01 |
(0.00) | (0.00) | (0.00) | |
Firm size (number of employees) | 0.00 ** | 0.00 ** | −0.00 |
(0.00) | (0.00) | (0.00) | |
Diversity of strategic attentions | −1.83 ** | 0.78 ** | −3.27 ** |
(0.19) | (0.11) | (0.23) | |
Absorptive capacity | 1.00 ** | ||
(0.04) | |||
R-square | 0.36 | ||
Log Likelihood | −1940.59 | −1554.86 |
Dependent Variable | |||
---|---|---|---|
Product Innovation (Logistic) | Absorptive Capacity (OLS) | Product Innovation (Logistic) | |
Variables | Model 3 | Model 7 | Model 8 |
(constant) | −1.07 ** | −0.32 ** | −1.07 ** |
(0.20) | (0.09) | (0.21) | |
Small and medium sized company (dummy) | −0.77 ** | −0.64 ** | −0.32 ** |
(0.11) | (0.05) | (0.11) | |
Firm age (in year) | 0.01 ** | 0.01 ** | 0.00 |
(0.00) | (0.00) | (0.00) | |
Firm size (number of employees) | 0.00 ** | 0.00 ** | −0.00 |
(0.00) | (0.00) | (0.00) | |
Diversity of external information sources | 1.45 ** | 2.56 ** | −0.46 ** |
(0.14) | (0.07) | (0.17) | |
Absorptive capacity | 0.92 ** | ||
(0.05) | |||
R-square | 0.51 | ||
Log Likelihood | −1931.58 | −1654.93 |
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Yang, D.; Battulga, A.; Rhee, M. An Open System Understanding of Product Innovation: Attention Allocation, External Information Sources, and Absorptive Capacity. Systems 2022, 10, 172. https://doi.org/10.3390/systems10050172
Yang D, Battulga A, Rhee M. An Open System Understanding of Product Innovation: Attention Allocation, External Information Sources, and Absorptive Capacity. Systems. 2022; 10(5):172. https://doi.org/10.3390/systems10050172
Chicago/Turabian StyleYang, Daegyu, Altantsetseg Battulga, and Mooweon Rhee. 2022. "An Open System Understanding of Product Innovation: Attention Allocation, External Information Sources, and Absorptive Capacity" Systems 10, no. 5: 172. https://doi.org/10.3390/systems10050172
APA StyleYang, D., Battulga, A., & Rhee, M. (2022). An Open System Understanding of Product Innovation: Attention Allocation, External Information Sources, and Absorptive Capacity. Systems, 10(5), 172. https://doi.org/10.3390/systems10050172