Journal of Business Management

Journal of Business Management

The Role of Business Analytics Competency in Stabilizing Absorptive Capacity and Agility, and Improving Digital Innovation in Knowledge-based Enterprises

Document Type : Research Paper

Authors
Mohammad Ali Shahhoseini 1
Rasoul Nosratpanah 2
Gholamhosein Atashi 3
1 Prof., Department of MBA, Faculty of Business Management, College of Management, University of Tehran, Tehran, Iran.
2 MSc., Department of Business Management, Faculty of Management, Kharazmi University, Tehran, Iran.
3 Ph.D. Candidate, Department of MBA, Faculty of Business Management, College of Management, University of Tehran, Tehran, Iran.
10.22059/jibm.2025.386719.4886
Abstract
Objective
In recent years, technological advancements and the growing emphasis of developed countries on sustainable value creation have accelerated the emergence of knowledge-based enterprises (KBEs) and fostered the expansion of sustainable wealth generation in these economies. Notably, KBEs operating in the ICT sector have played a pivotal role in the economic growth and development of leading nations. However, recent developments in global markets, particularly changes in customer interactions, and the regulations governing the business environment, have altered the perspectives of these businesses regarding value-creation methods. By understanding this strategic inflection point in business, KBEs are increasingly focused on identifying and acquiring new organizational capabilities to enhance their performance. In this context, this study investigates the impact of business analysis competence (BAC) on digital innovation (DI), elucidating the mediating roles of absorptive capacity (AC) and firm agility (FA).
 
Methodology
The research is applied in nature and employs a descriptive-survey methodology for data collection. The statistical population comprises 2,084 KBEs operating within the information and communication technology (ICT) and computer software sectors. A sample size of 391 KBEs was determined using G-Power 3.1 software. Data was collected online through a standardized questionnaire. The research model was analyzed utilizing structural equation modeling techniques in Smart PLS 3 software.
 
Findings
Findings indicate that BAC positively and significantly influences AC, FA, and DI. The study also confirms the positive effects of AC on FA and both AC and FA on DI. While the mediating role of AC is affirmed, the mediating role of FA is rejected.
 
Conclusion
This study contributes to the existing literature in multiple ways, offering both theoretical and managerial insights. Theoretically, it advances the field by integrating three key frameworks: the dynamic capabilities' perspective, AC theory, and the process theory of change, thereby emphasizing their interrelated significance. The present study highlights the role of BAC in enhancing capabilities such as AC and FA. It also demonstrates the significance of these two variables as complementary strategies in fostering and improving DI within KBEs. The results lend credence to the theoretical findings through a quantitative investigation and demonstrate that any form of innovation in KBEs requires simultaneous interaction between complementary capabilities and functional competencies. Furthermore, this study takes a significant step toward advancing human knowledge by simultaneously examining the mediating roles of AC and FA in the relationship between BAC and DI for the first time. As a result, it enriches the literature in this field. From a managerial perspective, the findings suggest that leaders of KBEs in the ICT sector should recognize that enhancing DI significantly relies on fostering conditions that improve processes related to AC and FA. To achieve this goal, these companies must prioritize investments in business analytics knowledge, tools, and operations.
Keywords
Absorptive capacity
Agility
Business analytics competency
Digital innovation
Subjects
 
Abourokbah, S. H., Mashat, R. M. & Salam, M. A. (2023). Role of absorptive capacity, digital capability, agility, and resilience in supply chain innovation performance. Sustainability, 15(4), 3636.
Ahmadyan, Z. & Mohajeran, B. (2019). Investigating the structural pattern of relationships among organizational intelligence, organizational Agility and Organizational Innovation in Higher Education (Case Study: Urmia University). Higher Education Letter, 11(44), 33-63. (in Persian)
Akbari, M., Imani, S., Mahmoudi, R., Abedi, H. & Toloasl, H. (2019). Effects of Network Structure, Knowledge Stock and Absorptive Capacity on Innovative Performance of Knowledge- Based Companies. Journal of Innovation and Value Creation,12(6),1-20.
(in Persian)
Arias-Pérez, J., Chacón-Henao, J. & López-Zapata, E. (2023). Unlocking agility: Trapped in the antagonism between co-innovation in digital platforms, business analytics capability and external pressure for AI adoption?. Business Process Management Journal, 29(6), 1791-1809.
Ashrafi, A., Ravasan, A. Z., Trkman, P. & Afshari, S. (2019). The role of business analytics capabilities in bolstering firms’ agility and performance. International Journal of Information Management, 47, 1-15.
Bashokouh Ajirloo, M., Shafiei, N. and naserpour, M. (2023). Development of a Brand Signature Model for Knowledge-based Enterprises. Journal of Business Management, 15(3), 531-553. (in Persian)
Booshehri, A., Bagheri, A., Tabaian, K. & Namvar, K. (2016). Role of absorptive capacity in ambidexterity (exploration and exploitatopn) improvement. Journal of Technology Development Management, 4(1), 77-96. (in Persian)
Božič, K. & Dimovski, V. (2020). The relationship between business intelligence and analytics use and organizational absorptive capacity: applying the DeLone & mclean information systems success model. Economic and Business Review, 22(2), 191-232.
Cao, G. (2024, July). The Intricate Connections between Digital Strategy, Absorptive Capacity, Digital Technology Use, and Digital Innovation. In Proceedings of the 2024 15th International Conference on E-business, Management and Economics (pp. 161-167).
Daneshjoovash, S.K., Jafari, P., Khamseh, A. and Saber, M.H. (2024). Entrepreneurial ideas of information and communication technology: commercialization in post-COVID-19 era. Journal of Science and Technology Policy Management, 16(8), 1380-1407.
Dutta, S., Lanvin, B., Rivera León, L. & Wunsch-Vincent, S. (Eds.). (2023). Global innovation index 2023: Innovation in the face of uncertainty. World Intellectual Property Organization (WIPO), Geneva, Switzerland.
Fakharyan, M., Hosseinzadeh, A. & Bastam, H. (2024). Service innovation in customer value co-creation: The mediating role of customer engagement in the hospitality industry – A case study. Journal of Business Management, 16(1), 167-193. (in Persian)
Faregh, A. & Parsa Moein, K. (2023). The effect of knowledge management components (knowledge sharing capacity, innovative capacity and absorption capacity) on the organizational performance of employees of islamic azad university, Roudhen branch. Dynamic Management and Business Analysis, 2(3), 73-79. (in Persian)
Fartash, K. and Habibi Ashtiani, A. (2022). Impact of Business Model Innovation on the Performance of Sharif S&T Park Tenants. Journal of Business Management, 14(3), 401-417. (in Persian)
Faul, F., Erdfelder, E., Buchner, A. & Lang, A. G. (2009). statistical power analyses using G* Power 3.1: tests for correlation and regression analyses. Behavior research methods, 41(4), 1149-1160.
Felicetti, A. M., Corvello, V. & Ammirato, S. (2024). Digital innovation in entrepreneurial firms: A systematic literature review. Review of Managerial Science, 18(2), 315-362.
Felipe, C. M., Leidner, D. E., Roldán, J. L. & Leal-Rodríguez, A. L. (2020). Impact of IS capabilities on firm performance: The roles of organizational agility and industry technology intensity. Decision sciences, 51(3), 575-619.
Fincham, J. E. (2008). Response rates and responsiveness for surveys, standards, and the journal. American journal of pharmaceutical education, 72(2), 1-3.
Ganguly, A., Talukdar, A. & Kumar, C. (2022). Absorptive capacity and disruptive innovation: the mediating role of organizational agility. IEEE Transactions on Engineering Management, 71, 3117-3128.
Gonçalves, D. (2022). Organizational agility and digital innovation capability: The case of automotive startups [Unpublished doctoral dissertation], Halmstad University.
Hair, J. F., Black, W., Babin, B. & Anderson, R. (2010). Multivariate data analysis. A global perspective. Pearson Prentice Hall: Upper Saddle River, NJ, USA, 2010.
Hair, J. F., Hult, G. T. M., Ringle, C. M. & Sarstedt, M. (2022). A primer on partial least squares structural equation modeling (PLS-SEM) (3 ed.). Thousand Oaks, CA: Sage.
Hair, J. F., Risher, J. J., Sarstedt, M. & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European business review, 31(1), 2-24. https://doi.org/10.1108/EBR-11-2018-0203
Hajizadeh, Z., Rajabpour, E., Ahmadi, H. & Esmaeilpour, M. (2023). Corporate social responsibility's influence on product innovation: spotlight on the mediating role of employer branding (a case study of medium and large manufacturing firms in Bushehr city). Journal of Business Management, 15(4), 722-746. (in Persian)
Hasanpour, B. & Pashazadeh, Y. (2018). Investigating the mediating role of strategic agility in the relationship between knowledge absorption capacity and small and medium enterprises performance. In the 5th National Conference on Humanities and Management Studies, Tehran, Iran. (in Persian)
Holman, B. & Whitaker, C. (2022). COVID-19 Pandemic and Research on the Mediating Role of Absorptive Capacity on the Relationship between Business Analytics Capability and Small-to-Medium-Sized Enterprise Performance. Business Management Research and Applications: A Cross-Disciplinary Journal, 1(1), 37-59.
Jalalniya, R. (2024). Proposing a Social Marketing Model for Gaining Sustainable Competitive Advantage in Knowledge-Based Companies. Journal of Business Management, 16(4), 883-908. (in Persian)
Jansen, J. J., Van Den Bosch, F. A. & Volberda, H. W. (2005). Managing potential and realized absorptive papacity: How do organizational antecedents Matter? Academy of management journal, 48(6), 999-1015.
Kale, E., Aknar, A. & Başar, Ö. (2019). Absorptive capacity and firm performance: The mediating role of strategic agility. International journal of hospitality management, 78, 276-283.
Khan, A. & Tao, M. (2022). Knowledge absorption capacity's efficacy to enhance innovation performance through big data analytics and digital platform capability. Journal of Innovation & Knowledge, 7(3), 100201.
Khan, A., Talukder, M. S., Islam, Q. T. & Islam, A. N. (2024). The impact of business analytics capabilities on innovation, information quality, agility and firm performance: The moderating role of industry dynamism. VINE Journal of Information and Knowledge Management Systems, 54(5), 1124-1152.
Khorani, M. R., Samadi, M. & Masadaghi, E. (2022). The effect of absorptive capacity on performance with the mediating role of organizational agility (case study: comprehensive scientific and applied university of Qazvin province). In 9th International Conference on Accounting, Management and Innovation in Business, Tehran, Iran. (in Persian)
Kock, N. (2015). Common method bias in PLS-SEM: A full collinearity assessment approach. International Journal of e-Collaboration (ijec), 11(4), 1-10.
Lajevardi, S. (2024). Absorptive capacity, strategic agility and the internationalization of exporting companies. Journal of Strategic Management Studies, 15(57), 317-334.
(in Persian)
Li, C., Khan, A., Ahmad, H. & Shahzad, M. (2022). Business analytics competencies in stabilizing firms’ agility and digital innovation amid COVID-19. Journal of Innovation & Knowledge, 7(4), 100246.
Lozada, N., Arias-Pérez, J. & Henao-García, E. A. (2023). Unveiling the effects of big data analytics capability on innovation capability through absorptive capacity: why more and better insights matter. Journal of Enterprise Information Management, 36(2), 680-701.
Mao, H., Liu, S., Zhang, J., Zhang, Y. & Gong, Y. (2021). Information technology competency and organizational agility: Roles of absorptive capacity and information intensity. Information Technology & People, 34(1), 421-451.
Miao, M., Saide, S., Ratna, S. & Muflih, M. (2021). Business continuity innovation in disruption time: Sociotechnical systems, business analytics, virtual business, and mediating role of knowledge absorptive capacity. IEEE Transactions on Engineering Management. (71), 13201 – 13212.
Moradi, M., Abdollahia, F. & Safardoust, A. (2012). To investigate the role of knowledge absorptive capacity on the relationship between learning from organizational error and organizational innovation. Management Studies in Development and Evolution, 21(69), 121-149. (in Persian)
Musa, S. & Enggarsyah, D. T. (2024). Absorptive capacity, organizational creativity, organizational agility, organizational resilience and competitive advantage in disruptive environments. Journal of Strategy and Management, 18(2), 303-325.
Norouzi, H., Nosrat Panah, R. & Barani, S. (2022). The influence of digital leadership on firm performance in dynamic environments: The role of dynamic capabilities, business model innovation, and sustainable competitive advantage. Journal of Business Management, 14(3), 445-474. (in Persian)
Nosratpanah, R., Barani, S., Ashrafzadeh, A. & Atashi, G. (2024). The Effect of Dynamic Service Innovation Capabilities on Firm Performance: The Moderating Role of Perceived Environmental Dynamism and the Mediating Role of Service Innovation and Competitive Advantage. Journal of Business Management, 16(1), 137-166. (in Persian)
Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y. & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of applied psychology, 88(5), 879.
Pütz, L. & Werner, A. (2024). Absorptive capacity in family firms: A systematic literature review. Review of Managerial Science, 18(2), 577-632.
Radsaeed, J., Vedadi, A. & Haghighat monfared, J. (2022). The drivers and obstacles of open digital innovation in the Iranian banking industry. Innovation Management Journal, 11(3), 31-62. (in Persian)
Rahmanseresht, H., Mohammadi, M. & Zeinalian. M. H. (2022). Explain the relationship between decentralization, employee involvement and absorptive capacity in innovation and performance. ORMR, 11(4), 5-24. (in Persian)
Sadeghi, J., Sadeghi, H. and Ziyea, B. (2024). The effect of digital readiness dimensions on the performance of digital innovation by moderating the role of employees' digital competence. Journal of Entrepreneurship Development, 17(3), 223-252. (in Persian)
Sarstedt, M. & Cheah, J. H. (2019). Partial least Squares structural equation modeling using SmartPLS: A software review. Journal of Marketing Analytics, 7(3), 196-202.
Seal, K. C., Leon, L. A., Przasnyski, Z. H. & Lontok, G. (2020). Delivering Business Analytics Competencies and Skills: A Supply Side assessment. INFORMS Journal on Applied Analytics, 50(4), 239-254.
Sepahvand, R., Nazarpori, A. H., Sepahvand, M. & Fathi Chgni, F. (2021). The effect of structural capital on identifying business opportunities with the mediating role of strategic agility (case study: Iranian food industry). Journal of Business Management, 13(2), 546-571. (in Persian)
Setyaningrum, R. P., Rulianti, E. & Susilo, P. (2025). Digitalisation Empowerment of Business to Digital Innovation in the Achievement of SDGs: A Survey on Creative Msme Actors in Indonesia. Journal of Lifestyle and SDGs Review, 5(1), e02770-e02770.
Shi, Y., Cui, T. & Liu, F. (2022). Disciplined autonomy: How business analytics complements customer involvement for digital innovation. The Journal of Strategic Information Systems, 31(1), 101706.
Shrestha, N. (2021). Factor analysis as a tool for survey analysis. American journal of Applied Mathematics and statistics, 9(1), 4-11.
Stock, C., Hossinger, S., Werner, A., Schell, S. & Soluk, J. (2022). Corporate social responsibility as a driver of digital innovation in SMEs: The mediation effect of absorptive capacity. International Journal of Entrepreneurial Venturing, 14(4-5), 571-601.
Tayebi Abolhasani, A., daneshvar deylami, M. & Asadi Khanghah, S. (2020). The effect of knowledge capacity on strategic innovation, considering the moderating role of competitiveness and strategic flexibility (case study of inotex companies). Journal of Strategic Management Studies, 11(42), 189-212. (in Persian)
Teece, D. J. (2017). Towards a capability theory of (innovating) firms: implications for management and policy. Cambridge journal of economics, 41(3), 693-720.
Teece, D. J. (2018). Profiting from innovation in the digital economy: enabling technologies, standards, and licensing models in the wireless world. Research policy, 47(8), 1367-1387.
Truong, B. T. T. & Nguyen, P. V. (2024). Driving business performance through intellectual capital, absorptive capacity, and innovation: The mediating influence of environmental compliance and innovation. Asia Pacific Management Review, 29(1), 64-75.
Vares, S.H., Haji Heydari, N., Kargar Shouraki, M. & Hadizadeh, M. (2024). Business Model Innovation through the Expansion of Digital Platforms. Journal of Business Management, 16(4), 832-855. doi: 10.22059/jibm.2024.369939.4725 (in Persian)
Vares, S. H., Mohammadian, A. and Kargar Shouraki, M. (2023). Sustainable Business Model Innovation in the Digital Age Based on the Dynamic Capabilities Approach. Journal of Business Management, 15(1), 54-84. (in Persian)
Wang, S., Yeoh, W., Richards, G., Wong, S. F. & Chang, Y. (2019). Harnessing business analytics value through organizational absorptive capacity. Information & Management, 56(7), 103152.
Wang, Y. & Byrd, T. A. (2017). Business analytics-enabled decision-making effectiveness through knowledge absorptive capacity in health care. Journal of Knowledge Management, 21(3), 517-539.
Wolf, E. J., Harrington, K. M., Clark, S. L. & Miller, M. W. (2013). Sample size requirements for structural equation models: An evaluation of power, bias, and solution propriety. Educational and psychological measurement, 73(6), 913-934.
Wufka, M. & Ralph, P. (2015). Explaining agility with a process theory of change. In 2015 Agile Conference (pp. 60-64). IEEE.
Xu, M., Zhang, Y., Sun, H., Tang, Y. & Li, J. (2024). How digital transformation enhances corporate innovation performance: The mediating roles of big data capabilities and organizational agility. Heliyon, 10(14), 1-12.
Yousefi, M. (2022). Investigating the relationship between organizational agility components and organizational innovation components. Journal of Management and Accounting Research, 2(4), 202-189. (in Persian)
Zare, Z., Dehghan Khavari, S. & Mirjalili, S. H. (2023). The impact of business analysis on the economic performance of companies with the mediating role of information quality, innovation and agility: Evidence from tile and ceramic factories in Yazd province of Iran. Commercial Surveys, 21(122), 49-70. (in Persian)
Journal of Business Management
Volume 18, Issue 2
2026
Pages 577-616