STRATEGIC FORECASTING OF MERGERS AND ACQUISITIONS IN THE INTERNATIONAL IT SERVICES MARKET: WAVE LOGIC OF CONSOLIDATION AND ANALYTICAL FRAMEWORK FOR INVESTOR BEHAVIOUR

Abstract

The article develops an analytical framework for the strategic forecasting of mergers and acquisitions in the international IT services market, treating the wave logic of consolidation as a manifestation of structural regularities that can be operationalised for predictive purposes. The IT services market is characterised by cyclical M&A activity, with successive waves of consolidation triggered by technological shocks that redefine the structure of demand for digital competencies and the configuration of value chains. The article substantiates that consolidation waves in the IT services sector follow a three-phase pattern of technology emergence, consolidation, and integration, which distinguishes this sector from material-oriented industries where merger waves are driven primarily by deregulation or macroeconomic shifts. A multi-factor predictive framework is proposed that integrates target characteristics, investor strategies, sectoral context, and macroenvironmental conditions into a unified analytical system capable of generating probabilistic assessments of M&A activity at the firm, segment, and territorial-cluster levels. Attention is given to the differentiation of three predictive models: target prediction, buyer prediction, and pair matching, each addressing a distinct dimension of the forecasting task. The framework is applied to the analysis of consolidation dynamics in selected segments of the IT services market, including digital engineering, business process outsourcing, IT consulting, and managed services, and demonstrates sector-specific patterns of investor behaviour and the role of valuation multiples as leading indicators of consolidation pressure. The scientific novelty lies in the conceptualisation of technological shock as a sector-specific generator of merger waves and in the integration of behavioural typologies of investors with quantitative parameters of target firms into a single predictive architecture. The framework provides a methodological foundation for empirically verifying forecasting models using segment-level data and lays the groundwork for the development of strategic decision-support tools for participants in cross-border IT services markets.

References

Aithal, P. S., & Rao, A. S. V. (2024). Infosys: A case study of IT service evolution, technology adoption & innovation strategies. Poornaprajna International Journal of Teaching & Research Case Studies, 1(2), 77–129. https://doi.org/10.2139/ssrn.5192367

Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108

Bena, J., & Li, K. (2014). Corporate innovations and mergers and acquisitions. The Journal of Finance, 69(5), 1923–1960. https://doi.org/10.1111/jofi.12159

Buckley, P. J., & Casson, M. (1976). The future of the multinational enterprise. Macmillan.

Coff, R. W. (1999). When competitive advantage doesn't lead to performance: The resource-based view and stakeholder bargaining power. Organization Science, 10(2), 119–133. https://doi.org/10.1287/orsc.10.2.119

Dunning, J. H. (2000). The eclectic paradigm as an envelope for economic and business theories of MNE activity. International Business Review, 9(2), 163–190. https://doi.org/10.1016/S0969-5931(99)00035-9

Garud, R., Kumaraswamy, A., & Sambamurthy, V. (2006). Emergent by design: Performance and transformation at Infosys Technologies. Organization Science, 17(2), 277–286. https://doi.org/10.1287/orsc.1050.0173

Gort, M. (1969). An economic disturbance theory of mergers. The Quarterly Journal of Economics, 83(4), 624–642. https://doi.org/10.2307/1885453

Harford, J. (2005). What drives merger waves? Journal of Financial Economics, 77(3), 529–560. https://doi.org/10.1016/j.jfineco.2004.05.004

Haskel, J., & Westlake, S. (2018). Capitalism without capital: The rise of the intangible economy. Princeton University Press.

Kenney, M., & Zysman, J. (2016). The rise of the platform economy. Issues in Science and Technology, 32(3), 61–69.

Kogut, B., & Zander, U. (1993). Knowledge of the firm and the evolutionary theory of the multinational corporation. Journal of International Business Studies, 24(4), 625–645. https://doi.org/10.1057/palgrave.jibs.8490248

Livingstone. (2025). IT services market overview 2025. Livingstone Partners.

Manne, H. G. (1965). Mergers and the market for corporate control. Journal of Political Economy, 73(2), 110–120. https://doi.org/10.1086/259000

Mastakar, N., & Bowonder, B. (2005). Transformation of an entrepreneurial firm to a global service provider: The case study of Infosys. International Journal of Technology Management, 32(1–2), 34–56. https://doi.org/10.1504/IJTM.2005.006817

Melnyk, T., & Zavhorodnia, Ye. (2022). IT-sektor Ukrainy na svitovomu rynku: 2022 [Ukraine's IT sector in the global market: 2022]. Zovnishnia torhivlia: ekonomika, finansy, pravo, 125(6), 17–36. https://journals.knute.edu.ua/foreign-trade/article/view/1597

Melnyk, T., & Zavhorodnia, Ye. (2023a). Konkurentni perevahy IT-sektoru Ukrainy [Competitive advantages of Ukraine's IT sector]. Zovnishnia torhivlia: ekonomika, finansy, pravo, 126(1), 42–59. https://doi.org/10.31617/3.2023(126)043

Melnyk, T., & Zavhorodnia, Ye. (2023b). Metody otsinky mizhnarodnoi konkurentospromozhnosti IT-sektora [Methods for assessing international competitiveness of the IT sector]. SCIENTIA FRUCTUOSA, 150(4), 105–119. https://doi.org/10.31617/1.2023(150)07

Nocke, V., & Yeaple, S. (2007). Cross-border mergers and acquisitions vs. greenfield foreign direct investment: The role of firm heterogeneity. Journal of International Economics, 72(2), 336–365. https://doi.org/10.1016/j.jinteco.2006.09.003

Phillips, G. M., & Zhdanov, A. (2013). R&D and the incentives from merger and acquisition activity. The Review of Financial Studies, 26(1), 34–78. https://doi.org/10.1093/rfs/hhs109

Pryiatelchuk, O. A. (2017). Socialization of modern system of state and corporate management. Economy and Society, (9). https://chmnu.edu.ua/wp-content/uploads/2019/06/Ekonomika-i-suspilstvo-9-2017.pdf

Pryiatelchuk, O. A. (2023). Tsyfrova torhivlia na hlobalnykh rynkakh: Tendentsii ta vyklyky [Digital trade in global markets: Trends and challenges]. Zhurnal stratehichnykh ekonomichnykh doslidzhen, 4(15), 50–56.

Pryiatelchuk, O. A., & Bekh, A. A. (2020). Conceptualization of the digital media market in the context of the world economy. Actual Problems of International Relations, 143(1), 85–95. https://doi.org/10.17721/apmv.2020.143.1.85-95

Pryiatelchuk, O., & Naida, O. (2025). Human capital as a fundamental intangible asset of international business. Actual Problems of International Relations, 164(1), 192–201. https://doi.org/10.17721/apmv.2025.164.1.192-201

Reznikova, N., & Ivashchenko, O. (2017). New normal of the global economy: The meaning and essential characteristics of global risks in the neo-dependence context. Investytsiyi: praktyka ta dosvid, (9), 5–10. http://www.investplan.com.ua/pdf/9_2017/3.pdf

Reznikova, N., & Panchenko, V. (2023). Reportazhi iz tsyvilizatsiinykh frontiv. Na peredovii mizhnarodnoi ekonomichnoi polityky [Reports from civilizational frontlines: On the frontline of international economic policy]. Ahrar Media Hrup.

Reznikova, N., Ptashchenko, O., & Ptashchenko, L. (2025). Beyond Industry 4.0 and competition: Data and information technology markets as a battlefield for digital leadership. Actual Problems of International Relations, 163(1), 152–166. https://doi.org/10.17721/apmv.2025.163.1.152-166

Reznikova, N., Vovk, V., & Ptashchenko, L. (2025a). Formuvannia mizhnarodnoi konkurentospromozhnosti IT-sektoru: Stratehichni chynnyky ta kiberryzyky [Building international competitiveness of the IT sector: Strategic factors and cyber risks]. Yevropeiskyi naukovyi zhurnal ekonomichnykh ta finansovykh innovatsii, 1(15), 439–449. https://doi.org/10.32750/2025-0139

Reznikova, N., Vovk, V., & Ptashchenko, L. (2025b). Konkurentsiia v tsyfrovu epokhu: Stratehichni determinanty konkurentospromozhnosti [Competition in the digital era: Strategic determinants of competitiveness]. Yevropeiskyi naukovyi zhurnal ekonomichnykh ta finansovykh innovatsii, 2(16), 421–429. https://doi.org/10.32750/2025-0239

Rhodes-Kropf, M., & Viswanathan, S. (2004). Market valuation and merger waves. The Journal of Finance, 59(6), 2685–2718. https://doi.org/10.1111/j.1540-6261.2004.00713.x

Teece, D. J. (1986). Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy. Research Policy, 15(6), 285–305. https://doi.org/10.1016/0048-7333(86)90027-2

UNCTAD. (2024). World investment report 2024: Investment facilitation and digital economy. United Nations.

Vergun, V. A. (Ed.). (2020). International business: For students of non-economic specialties of higher education institutions of Ukraine. VADEX.

Zavhorodnia, Ye., & Melnyk, T. (2023). Teoretychni zasady konkurentsii ta konkurentospromozhnosti IT-sektoru [Theoretical foundations of competition and competitiveness of the IT sector]. Ekonomika ta suspilstvo, (52). https://doi.org/10.32782/2524-0072/2023-52-304.

Received: 05.05.26 / Revised: 15.05.26 / Accepted: 29.05.26 / Published: 30.06.26