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Be open to failure: Open innovation failure in dynamic environments

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  • Zahoor, Nadia
  • Adomako, Samuel

Abstract

Despite the considerable efforts made to investigate the factors that could potentially influence open innovation (OI), very little is understood about the impact of environmental factors such as dynamism. In addition, the question relating to the relationship between environmental factors and OI remains unresolved. Further, the conditions under which this relationship is more or less pronounced are also little understood. With our study, we examined these gaps through data collected from 209 emerging market small and medium enterprises (ESMEs) operating in the United Arab Emirates (UAE). Our analyses show that environmental dynamism negatively influences OI and that this nexus is mediated by organizational learning culture. In addition, we found that the mediation effect of organizational learning culture is moderated by relational trust, in that it is improved at high levels of relational trust. Finally, we found that the organizational learning-OI nexus is moderated by firm size and industry type. These findings extend our knowledge of the role played by micro-environmental factors in OI activities.

Suggested Citation

  • Zahoor, Nadia & Adomako, Samuel, 2023. "Be open to failure: Open innovation failure in dynamic environments," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
  • Handle: RePEc:eee:tefoso:v:193:y:2023:i:c:s0040162523003177
    DOI: 10.1016/j.techfore.2023.122632
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    as
    1. Bianchi, Constanza & Abu Saleh, Md., 2020. "Investigating SME importer–foreign supplier relationship trust and commitment," Journal of Business Research, Elsevier, vol. 119(C), pages 572-584.
    2. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    3. Khan, Zaheer & Lew, Yong Kyu & Marinova, Svetla, 2019. "Exploitative and exploratory innovations in emerging economies: The role of realized absorptive capacity and learning intent," International Business Review, Elsevier, vol. 28(3), pages 499-512.
    4. Victor Nee & Håkan J. Holm & Sonja Opper, 2018. "Learning to Trust: From Relational Exchange to Generalized Trust in China," Organization Science, INFORMS, vol. 29(5), pages 969-986, October.
    5. Paskaleva, Krassimira & Cooper, Ian, 2018. "Open innovation and the evaluation of internet-enabled public services in smart cities," Technovation, Elsevier, vol. 78(C), pages 4-14.
    6. Carlo Salvato & Roberto Vassolo, 2018. "The sources of dynamism in dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 39(6), pages 1728-1752, June.
    7. Louis D. Marino & Franz T. Lohrke & John S. Hill & K. Mark Weaver & Tulus Tambunan, 2008. "Environmental Shocks and SME Alliance Formation Intentions in an Emerging Economy: Evidence from the Asian Financial Crisis in Indonesia," Entrepreneurship Theory and Practice, , vol. 32(1), pages 157-183, January.
    8. Al Ariss, Akram & Guo, Grace Chun, 2016. "Job allocations as cultural sorting in a culturally diverse organizational context," International Business Review, Elsevier, vol. 25(2), pages 579-588.
    9. Francis Donbesuur & Nadia Zahoor & Samuel Adomako, 2021. "Postformation alliance capabilities and environmental innovation: The roles of environmental in‐learning and relation‐specific investments," Business Strategy and the Environment, Wiley Blackwell, vol. 30(7), pages 3330-3343, November.
    10. Roy L. Simerly & Mingfang Li, 2000. "Environmental dynamism, capital structure and performance: a theoretical integration and an empirical test," Strategic Management Journal, Wiley Blackwell, vol. 21(1), pages 31-49, January.
    11. Yanfeng Zheng & Haibin Yang, 2015. "Does Familiarity Foster Innovation? The Impact of Alliance Partner Repeatedness on Breakthrough Innovations," Journal of Management Studies, Wiley Blackwell, vol. 52(2), pages 213-230, March.
    12. Barbara Bigliardi & Francesco Galati, 2018. "An Open Innovation Model for SMEs," World Scientific Book Chapters, in: Wim Vanhaverbeke & Federico Frattini & Nadine Roijakkers & Muhammad Usman (ed.), RESEARCHING OPEN INNOVATION IN SMEs, chapter 3, pages 71-113, World Scientific Publishing Co. Pte. Ltd..
    13. Chen, Jian-Xun & Sharma, Piyush & Zhan, Wu & Liu, Li, 2019. "Demystifying the impact of CEO transformational leadership on firm performance: Interactive roles of exploratory innovation and environmental uncertainty," Journal of Business Research, Elsevier, vol. 96(C), pages 85-96.
    14. Jiménez-Jiménez, Daniel & Sanz-Valle, Raquel, 2011. "Innovation, organizational learning, and performance," Journal of Business Research, Elsevier, vol. 64(4), pages 408-417, April.
    15. Ojha, Divesh & Acharya, Chandan & Cooper, Danielle, 2018. "Transformational leadership and supply chain ambidexterity: Mediating role of supply chain organizational learning and moderating role of uncertainty," International Journal of Production Economics, Elsevier, vol. 197(C), pages 215-231.
    16. Melissa A. Schilling, 2015. "Technology Shocks, Technological Collaboration, and Innovation Outcomes," Organization Science, INFORMS, vol. 26(3), pages 668-686, June.
    17. Naseer, Saima & Khawaja, Kausar Fiaz & Qazi, Shadab & Syed, Fauzia & Shamim, Fatima, 2021. "How and when information proactiveness leads to operational firm performance in the banking sector of Pakistan? The roles of open innovation, creative cognitive style, and climate for innovation," International Journal of Information Management, Elsevier, vol. 56(C).
    18. Rekha Krishnan & Inge Geyskens & Jan-Benedict E. M. Steenkamp, 2016. "The effectiveness of contractual and trust-based governance in strategic alliances under behavioral and environmental uncertainty," Strategic Management Journal, Wiley Blackwell, vol. 37(12), pages 2521-2542, December.
    19. Lütjen, Heiner & Schultz, Carsten & Tietze, Frank & Urmetzer, Florian, 2019. "Managing ecosystems for service innovation: A dynamic capability view," Journal of Business Research, Elsevier, vol. 104(C), pages 506-519.
    20. Ovuakporie, Oghogho Destina & Pillai, Kishore Gopalakrishna & Wang, Chengang & Wei, Yingqi, 2021. "Differential moderating effects of strategic and operational reconfiguration on the relationship between open innovation practices and innovation performance," Research Policy, Elsevier, vol. 50(1).
    21. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    22. Tsai, Fu-Sheng & Cabrilo, Sladjana & Chou, Hsin-Hui & Hu, Feng & Tang, Au Due, 2022. "Open innovation and SME performance: The roles of reverse knowledge sharing and stakeholder relationships," Journal of Business Research, Elsevier, vol. 148(C), pages 433-443.
    23. Lhuillery, Stéphane & Pfister, Etienne, 2009. "R&D cooperation and failures in innovation projects: Empirical evidence from French CIS data," Research Policy, Elsevier, vol. 38(1), pages 45-57, February.
    24. Akbar Zaheer & Bill McEvily & Vincenzo Perrone, 1998. "Does Trust Matter? Exploring the Effects of Interorganizational and Interpersonal Trust on Performance," Organization Science, INFORMS, vol. 9(2), pages 141-159, April.
    25. Michael E. Porter, 1991. "Towards a dynamic theory of strategy," Strategic Management Journal, Wiley Blackwell, vol. 12(S2), pages 95-117, December.
    26. Greco, Marco & Grimaldi, Michele & Cricelli, Livio, 2017. "Hitting the nail on the head: Exploring the relationship between public subsidies and open innovation efficiency," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 213-225.
    27. Huang, Yi-Fen & Lin, Hung-Chun & Lee, Hsu-Mei, 2023. "Innovation in manufacturing SMEs during the COVID-19 pandemic: How does environmental dynamism reinforce employee proactive behavior?," Technological Forecasting and Social Change, Elsevier, vol. 187(C).
    28. Jan Hanousek & Anastasiya Shamshur & Jan Svejnar & Jiri Tresl, 2021. "Corruption level and uncertainty, FDI and domestic investment," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(9), pages 1750-1774, December.
    29. Linsu Kim, 1998. "Crisis Construction and Organizational Learning: Capability Building in Catching-up at Hyundai Motor," Organization Science, INFORMS, vol. 9(4), pages 506-521, August.
    30. Nguyen, Tam & Verreynne, Martie-Louise & Steen, John & Torres de Oliveira, Rui, 2023. "Government support versus international knowledge: Investigating innovations from emerging-market small and medium enterprises," Journal of Business Research, Elsevier, vol. 154(C).
    31. Jeffrey H. Dyer & Harbir Singh & William S. Hesterly, 2018. "The relational view revisited: A dynamic perspective on value creation and value capture," Strategic Management Journal, Wiley Blackwell, vol. 39(12), pages 3140-3162, December.
    32. Sun, Jinyun & Maksimov, Vladislav & Wang, Stephanie Lu & Luo, Yadong, 2021. "Developing compositional capability in emerging-market SMEs," Journal of World Business, Elsevier, vol. 56(3).
    33. Hervas-Oliver, Jose-Luis & Sempere-Ripoll, Francisca & Boronat-Moll, Carles, 2021. "Technological innovation typologies and open innovation in SMEs: Beyond internal and external sources of knowledge," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    34. Oliver Schilke & Karen S. Cook, 2015. "Sources of alliance partner trustworthiness: Integrating calculative and relational perspectives," Strategic Management Journal, Wiley Blackwell, vol. 36(2), pages 276-297, February.
    35. Yu, Yan & Dong, Xiao-Ying & Shen, Kathy Ning & Khalifa, Mohamed & Hao, Jin-Xing, 2013. "Strategies, technologies, and organizational learning for developing organizational innovativeness in emerging economies," Journal of Business Research, Elsevier, vol. 66(12), pages 2507-2514.
    36. Laura Poppo & Kevin Zheng Zhou & Julie J. Li, 2016. "When can you trust “trust”? Calculative trust, relational trust, and supplier performance," Strategic Management Journal, Wiley Blackwell, vol. 37(4), pages 724-741, April.
    37. Szirmai, Adam & Naude, Wim & Goedhuys, Micheline (ed.), 2011. "Entrepreneurship, Innovation, and Economic Development," OUP Catalogue, Oxford University Press, number 9780199596515, Decembrie.
    38. Amankwah-Amoah, Joseph & Adomako, Samuel & Berko, Damoah Obi, 2022. "Once bitten, twice shy? The relationship between business failure experience and entrepreneurial collaboration," Journal of Business Research, Elsevier, vol. 139(C), pages 983-992.
    39. Heredia Pérez, Jorge A. & Kunc, Martin H. & Durst, Susanne & Flores, Alejandro & Geldes, Cristian, 2018. "Impact of competition from unregistered firms on R&D investment by industrial sectors in emerging economies," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 179-189.
    40. Marzi, Giacomo & Fakhar Manesh, Mohammad & Caputo, Andrea & Pellegrini, Massimiliano Matteo & Vlačić, Božidar, 2023. "Do or do not. Cognitive configurations affecting open innovation adoption in SMEs," Technovation, Elsevier, vol. 119(C).
    41. Cheffi, Walid & Kaleem Zahir-ul-Hassan, Muhammad & Omer Farooq, Muhammad & Baqrain, Abdelrahman & Mohamed Habib Mansour, Mourad, 2023. "Ethical leadership, management control systems and circular economy in SMEs in an emerging economy, the UAE," Journal of Business Research, Elsevier, vol. 156(C).
    42. Skerlavaj, Miha & Stemberger, Mojca Indihar & Skrinjar, Rok & Dimovski, Vlado, 2007. "Organizational learning culture--the missing link between business process change and organizational performance," International Journal of Production Economics, Elsevier, vol. 106(2), pages 346-367, April.
    43. Ojha, Divesh & Struckell, Elisabeth & Acharya, Chandan & Patel, Pankaj C., 2018. "Supply chain organizational learning, exploration, exploitation, and firm performance: A creation-dispersion perspective," International Journal of Production Economics, Elsevier, vol. 204(C), pages 70-82.
    44. Mani, Venkatesh & Jabbour, Charbel Jose Chiappetta & Mani, Kavitha T.N., 2020. "Supply chain social sustainability in small and medium manufacturing enterprises and firms’ performance: Empirical evidence from an emerging Asian economy," International Journal of Production Economics, Elsevier, vol. 227(C).
    45. Radziwon, Agnieszka & Bogers, Marcel, 2019. "Open innovation in SMEs: Exploring inter-organizational relationships in an ecosystem," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 573-587.
    46. Naqshbandi, M. Muzamil & Tabche, Ibrahim, 2018. "The interplay of leadership, absorptive capacity, and organizational learning culture in open innovation: Testing a moderated mediation model," Technological Forecasting and Social Change, Elsevier, vol. 133(C), pages 156-167.
    47. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    48. Markovic, Stefan & Koporcic, Nikolina & Arslanagic-Kalajdzic, Maja & Kadic-Maglajlic, Selma & Bagherzadeh, Mehdi & Islam, Nazrul, 2021. "Business-to-business open innovation: COVID-19 lessons for small and medium-sized enterprises from emerging markets," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    49. Singh, Sanjay Kumar & Gupta, Shivam & Busso, Donatella & Kamboj, Shampy, 2021. "Top management knowledge value, knowledge sharing practices, open innovation and organizational performance," Journal of Business Research, Elsevier, vol. 128(C), pages 788-798.
    50. Belso-Martinez, Jose A. & Molina-Morales, F. Xavier & Mas-Verdu, Francisco, 2013. "Combining effects of internal resources, entrepreneur characteristics and KIS on new firms," Journal of Business Research, Elsevier, vol. 66(10), pages 2079-2089.
    51. Purdy, Lauren & Eslami, Hadi & Eshghi, Kamran & Rod, Michel, 2023. "Technology sourcing and the dark side of open innovation: Evidence from the biopharmaceutical sector," Technovation, Elsevier, vol. 119(C).
    52. George P. Huber, 1991. "Organizational Learning: The Contributing Processes and the Literatures," Organization Science, INFORMS, vol. 2(1), pages 88-115, February.
    53. Gimenez-Fernandez, Elena M. & Sandulli, Francesco D. & Bogers, Marcel, 2020. "Unpacking liabilities of newness and smallness in innovative start-ups: Investigating the differences in innovation performance between new and older small firms," Research Policy, Elsevier, vol. 49(10).
    54. Liu, Chia-Ling (Eunice) & Ghauri, Pervez N. & Sinkovics, Rudolf R., 2010. "Understanding the impact of relational capital and organizational learning on alliance outcomes," Journal of World Business, Elsevier, vol. 45(3), pages 237-249, July.
    55. Zahoor, Nadia & Al-Tabbaa, Omar, 2020. "Inter-organizational collaboration and SMEs’ innovation: A systematic review and future research directions," Scandinavian Journal of Management, Elsevier, vol. 36(2).
    56. Simona Gentile-Lüdecke & Rui Torres de Oliveira & Justin Paul, 2020. "Does organizational structure facilitate inbound and outbound open innovation in SMEs?," Small Business Economics, Springer, vol. 55(4), pages 1091-1112, December.
    57. Kwok, Francis & Sharma, Piyush & Gaur, Sanjaya Singh & Ueno, Akiko, 2019. "Interactive effects of information exchange, relationship capital and environmental uncertainty on international joint venture (IJV) performance: An emerging markets perspective," International Business Review, Elsevier, vol. 28(5), pages 1-1.
    58. Hutton, Steven & Demir, Robert & Eldridge, Stephen, 2021. "How does open innovation contribute to the firm's dynamic capabilities?," Technovation, Elsevier, vol. 106(C).
    59. Garcia Martinez, Marian & Zouaghi, Ferdaous & Sanchez Garcia, Mercedes, 2017. "Capturing value from alliance portfolio diversity: The mediating role of R&D human capital in high and low tech industries," Technovation, Elsevier, vol. 59(C), pages 55-67.
    60. Eisingerich, Andreas B. & Bell, Simon J. & Tracey, Paul, 2010. "How can clusters sustain performance? The role of network strength, network openness, and environmental uncertainty," Research Policy, Elsevier, vol. 39(2), pages 239-253, March.
    61. Gabriele Santoro & Alberto Ferraris & Elisa Giacosa & Guido Giovando, 2018. "How SMEs Engage in Open Innovation: a Survey," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 9(2), pages 561-574, June.
    62. Xie, Xuemei & Wang, Hongwei, 2021. "How to bridge the gap between innovation niches and exploratory and exploitative innovations in open innovation ecosystems," Journal of Business Research, Elsevier, vol. 124(C), pages 299-311.
    63. J. Ruben Boling & Torsten M. Pieper & Jeffrey G. Covin, 2016. "CEO Tenure and Entrepreneurial Orientation within Family and Nonfamily Firms," Entrepreneurship Theory and Practice, , vol. 40(4), pages 891-913, July.
    64. Liu, Chih-Hsing Sam, 2018. "Examining social capital, organizational learning and knowledge transfer in cultural and creative industries of practice," Tourism Management, Elsevier, vol. 64(C), pages 258-270.
    65. Aljifri, Khaled & Khasharmeh, Hussein, 2006. "An investigation into the suitability of the international accounting standards to the United Arab Emirates environment," International Business Review, Elsevier, vol. 15(5), pages 505-526, October.
    66. Nakos, George & Dimitratos, Pavlos & Elbanna, Said, 2019. "The mediating role of alliances in the international market orientation-performance relationship of smes," International Business Review, Elsevier, vol. 28(3), pages 603-612.
    67. Zhang, Jingjing & Groen, Aard, 2021. "Informal and formal open activities: Innovation protection methods as antecedents and innovation outputs as consequences," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
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