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
- Reguia, C. Product innovation and the competitive advantage. Eur. Sci. J. 2014, 1, 140–157. [Google Scholar]
- Ballot, G.; Fakhfakh, F.; Galia, F.; Salter, A. The fateful triangle: Complementarities in performance between product, process and organizational innovation in France and the UK. Res. Policy 2015, 44, 217–232. [Google Scholar] [CrossRef]
- Cozzarin, B.P.; Percival, J.C. Complementarities between organisational strategies and innovation. Econ. Innov. New Technol. 2006, 15, 195–217. [Google Scholar] [CrossRef]
- Adams, R.; Bessant, J.; Phelps, R. Innovation management measurement: A review. Int. J. Manag. Rev. 2006, 8, 21–47. [Google Scholar] [CrossRef]
- Kusi-Sarpong, S.; Gupta, H.; Sarkis, J. A supply chain sustainability innovation framework and evaluation methodology. Int. J. Prod. Res. 2019, 57, 1990–2008. [Google Scholar] [CrossRef]
- Katz, D.; Khan, R.L. The Open System Model: The Sociology of Organization Performance; John Wiley & Sons: New York, NY, USA, 1978. [Google Scholar]
- Scott, W.G. Organization theory: An overview and an appraisal. Acad. Manag. J. 1961, 4, 7–26. [Google Scholar]
- Thompson, J.D. Organizations in Action; McGraw-Hill Book Company: New York, NY, USA, 1967. [Google Scholar]
- Ocasio, W. Towards an attention-based view of the firm. Strat. Manag. J. 1997, 18, 187–206. [Google Scholar] [CrossRef]
- Ocasio, W. Attention to attention. Organ. Sci. 2011, 22, 1286–1296. [Google Scholar] [CrossRef]
- Simon, H.A. Administrative Behavior: A Study of Decision-Making Processes in Administrative Organization, 1st ed.; Macmillan: New York, NY, USA, 1947. [Google Scholar]
- Gigerenzer, G. What is bounded rationality? In Routledge Handbook of Bounded Rationality; Viale, R., Ed.; Routledge: London, UK, 2020; pp. 55–69. [Google Scholar]
- Simons, R. The role of management control systems in creating competitive advantage: New perspectives. In Manage Control Theory; Berry, A.J., Broadbent, J., Otley, D.T., Eds.; Routledge: London, UK, 2019; pp. 173–194. [Google Scholar]
- Danneels, E. The dynamics of product innovation and firm competences. Strat. Manag. J. 2002, 23, 1095–1121. [Google Scholar] [CrossRef]
- Bowen, H.K.; Clark, K.B.; Holloway, C.A.; Wheelwright, S.C. Development projects: The engine of renewal. Harv. Bus. Rev. 1994, 72, 110–120. [Google Scholar]
- Klueter, T.; Monteiro, L.F.; Dunlap, D.R. Standard vs. partnership-embedded licensing: Attention and the relationship between licensing and product innovations. Res. Policy 2017, 46, 1629–1643. [Google Scholar] [CrossRef]
- Li, Q.; Maggitti, P.G.; Smith, K.G.; Tesluk, P.E.; Katila, R. Top management attention to innovation: The role of search selection and intensity in new product introductions. Acad. Manag. J. 2013, 56, 893–916. [Google Scholar] [CrossRef]
- Obloj, T.; Sengul, M. What do multiple objectives really mean for performance? Empirical evidence from the French manufacturing sector. Strat. Manag. J. 2020, 41, 2518–2547. [Google Scholar] [CrossRef]
- Unsworth, K.; Yeo, G.; Beck, J. Multiple goals: A review and derivation of general principles. J. Organ. Behav. 2014, 35, 1064–1078. [Google Scholar] [CrossRef]
- Kim, T.; Yang, D. Multiple goals, attention allocation, and the intention-achievement gap in energy efficiency innovation. Sustainability 2020, 12, 7102. [Google Scholar] [CrossRef]
- Scott, W.R.; Davis, G.F. Organizations and Organizing: Rational, Natural and Open Systems Perspectives; Routledge: London, UK, 2015. [Google Scholar]
- Faems, D.; Van Looy, B.; Debackere, K. Interorganizational collaboration and innovation: Toward a portfolio approach. J. Prod. Innov. Manag. 2005, 22, 238–250. [Google Scholar] [CrossRef]
- Gulati, R.; Lavie, D.; Madhavan, R.R. How do networks matter? The performance effects of interorganizational networks. Res. Organ. Behav. 2011, 31, 207–224. [Google Scholar] [CrossRef]
- March, J.G. Exploration and exploitation in organizational learning. Organ. Sci. 1991, 2, 71–87. [Google Scholar] [CrossRef]
- Levinthal, D.A.; March, J.G. The myopia of learning. Strat. Manag. J. 1993, 14, 95–112. [Google Scholar] [CrossRef]
- Holmqvist, M. A dynamic model of intra-and interorganizational learning. Organ. Stud. 2003, 24, 95–123. [Google Scholar] [CrossRef]
- Yang, D. What should SMEs consider to introduce environmentally innovative products to market? Sustainability 2019, 11, 1117. [Google Scholar] [CrossRef]
- Ahuja, G. Collaboration networks, structural holes, and innovation: A longitudinal study. Adm. Sci. Q. 2000, 45, 425–455. [Google Scholar] [CrossRef]
- Santos, R.; Abreu, A.; Dias, A.; Calado, J.M.; Anes, V.; Soares, J. A framework for risk assessment in collaborative networks to promote sustainable systems in innovation ecosystems. Sustainability 2020, 12, 6218. [Google Scholar] [CrossRef]
- Gulati, R.; Higgins, M.C. Which ties matter when? The contingent effects of interorganizational partnerships on IPO success. Strat. Manag. J. 2003, 24, 127–144. [Google Scholar] [CrossRef]
- Simao, L.; Franco, M. External knowledge sources as antecedents of organizational innovation in firm workplaces: A knowledge-based perspective. J. Knowl. Manag. 2018, 22, 237–256. [Google Scholar] [CrossRef]
- Mol, M.J.; Birkinshaw, J. The sources of management innovation: When firms introduce new management practices. J. Bus. Res. 2009, 62, 1269–1280. [Google Scholar] [CrossRef]
- Mol, M.J.; Birkinshaw, J. The role of external involvement in the creation of management innovations. Organ. Stud. 2014, 35, 1287–1312. [Google Scholar] [CrossRef]
- Burt, R.S. Brokerage and Closure: An Introduction to Social Capital; OUP Oxford: Oxford, UK, 2007. [Google Scholar]
- Granovetter, M.S. The strength of weak ties. Am. J. Soc. 1973, 78, 1360–1380. [Google Scholar] [CrossRef]
- Leal-Rodríguez, A.L.; Roldán, J.L.; Ariza-Montes, J.A.; Leal-Millán, A. From potential absorptive capacity to innovation outcomes in project teams: The conditional mediating role of the realized absorptive capacity in a relational learning context. Int. J. Proj. Manag. 2014, 32, 894–907. [Google Scholar] [CrossRef]
- Cohen, W.M.; Levinthal, D.A. Absorptive capacity: A new perspective on learning and innovation. Adm. Sci. Q 1990, 35, 128–152. [Google Scholar] [CrossRef]
- Schweisfurth, T.G.; Raasch, C. Absorptive capacity for need knowledge: Antecedents and effects for employee innovativeness. Res. Policy 2018, 47, 687–699. [Google Scholar] [CrossRef]
- Engelman, R.M.; Fracasso, E.M.; Schmidt, S.; Zen, A.C. Intellectual capital, absorptive capacity and product innovation. Manag. Decis. 2017, 55, 474–490. [Google Scholar] [CrossRef]
- Najafi-Tavani, S.; Najafi-Tavani, Z.; Naudé, P.; Oghazi, P.; Zeynaloo, E. How collaborative innovation networks affect new product performance: Product innovation capability, process innovation capability, and absorptive capacity. Ind. Mark. Manag. 2018, 73, 193–205. [Google Scholar] [CrossRef]
- Najafi-Tavani, S.; Sharifi, H.; Ismail, H.S. A study of contingency relationships between supplier involvement, absorptive capacity and agile product innovation. Int. J. Oper. Prod. Manag. 2014, 34, 65–92. [Google Scholar] [CrossRef]
- Zahra, S.A.; George, G. Absorptive capacity: A review, reconceptualization, and extension. Acad. Manag. Rev. 2002, 27, 185–203. [Google Scholar] [CrossRef]
- Todorova, G.; Durisin, B. Absorptive capacity: Valuing a reconceptualization. Acad. Manag. Rev. 2007, 32, 774–786. [Google Scholar] [CrossRef]
- Ferreras-Méndez, J.L.; Newell, S.; Fernández-Mesa, A.; Alegre, J. Depth and breadth of external knowledge search and performance: The mediating role of absorptive capacity. Ind. Mark. Manag. 2015, 47, 86–97. [Google Scholar] [CrossRef]
- Liu, H.; Ke, W.; Wei, K.K.; Hua, Z. The impact of IT capabilities on firm performance: The mediating roles of absorptive capacity and supply chain agility. Decis. Support Syst. 2013, 54, 1452–1462. [Google Scholar] [CrossRef]
- Jang, S.; Ko, H.; Chung, Y.; Woo, C. Does openness enable or hinder innovation performance? The moderating effect of appropriability mechanisms. Technol. Anal. Strat. Manag. 2021, 1–14. [Google Scholar] [CrossRef]
- Jee, S.J.; Sohn, S.Y. Perceived importance of intellectual property protection methods by Korean SMEs involved in product innovation and their value appropriation. J. Small Bus. Manag. 2021, 1–27. [Google Scholar] [CrossRef]
- Jun, S.-P.; Lee, J.-S.; Lee, J. Method of improving the performance of public-private innovation networks by linking heterogeneous DBs: Prediction using ensemble and PPDM models. Technol. Forecast. Soc. Chang. 2020, 161, 120258. [Google Scholar] [CrossRef]
- Kim, K.; Choi, S.O.; Lee, S. Public subsidies and firm innovaiton, a mediating role of external collaboration: The relation between diverse natures of innovation activities. Int. J. Technol. Manag. 2020, 84, 86–109. [Google Scholar] [CrossRef]
- Eurostat Communiy Innovation Survey 2018 (CIS 2018): Harmonised Data Collecton for the CIS 2018. Available online: https://www.stat.si/doc/sosvet/Sosvet_15/SosvetSeja10_1543322.pdf (accessed on 25 September 2022).
- Blau, P.M. Inequality and Heterogeneity: A Primitive Theory of Social Structure; The Free Press: New York, NY, USA, 1977. [Google Scholar]
- Escribano, A.; Fosfuri, A.; Tribó, J.A. Managing external knowledge flows: The moderating role of absorptive capacity. Res. Policy 2009, 38, 96–105. [Google Scholar] [CrossRef] [Green Version]
- Kostopoulos, K.; Papalexandris, A.; Papachroni, M.; Ioannou, G. Absorptive capacity, innovation, and financial performance. J. Bus. Res. 2011, 64, 1335–1343. [Google Scholar] [CrossRef]
- Baron, R.M.; Kenny, D.A. The moderator-mediator variable distinction in social psychological research: Conceptual, strategic and statistical considerations. J. Pers. Soc. Psychol. 1986, 51, 1173–1182. [Google Scholar] [CrossRef]
- Kenny, D.A.; Kashy, D.A.; Bolger, N. Data analysis in social psychology. In The Handbook of Social Psychology, 4th ed.; Gilbert, D., Fiske, S., Lindzey, D., Eds.; McGraw-Hill: Boston, MA, USA, 1998; Volume 1, pp. 233–265. [Google Scholar]
- MacKinnon, D.P.; Dwyer, J.H. Estimating mediated effects in prevention studies. Eval. Rev. 1993, 17, 144–158. [Google Scholar] [CrossRef]
- Preacher, K.J.; Hayes, A.F. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav. Res. Methods 2008, 40, 879–891. [Google Scholar] [CrossRef]
- MacKinnon, D.P.; Lockwood, C.M.; Hoffman, J.M.; West, S.G.; Sheets, V. A comparison of methods to test mediation and other intervening variable effects. Psychol. Methods 2002, 7, 83–104. [Google Scholar] [CrossRef]
- Hayes, A.F. Introduction to Mediation, Moderation, and Conditional Process Analysis. A Regression-Based Approach; The Guildford Press: New York, NY, USA, 2013. [Google Scholar]
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