Systematic bibliometric review of artificial intelligence technology in organizational management, development, change and culture

    Svitlana Bilan Affiliation
    ; Petr Šuleř Affiliation
    ; Olena Skrynnyk Affiliation
    ; Emília Krajňáková Affiliation
    ; Tetyana Vasilyeva   Affiliation


Even now, in the times of advanced digitization, the planning and implementation of many organizational measures remain human-driven. Corresponding to a global trend of application of artificial intelligence in all areas of life, it has received more attention in the last few years and garnered emerging clusters of research in usage of this technology for organizational issues. Some companies already offer tools that support different management tasks in the area of organizational development, but they are not holistic. According to the google trend analysis of the search for artificial intelligence, the inquiry to this topic continues increasing. The purpose of the described investigation was to identify the academic trends in research interaction between such scientific fields, as Artificial Intelligence, Organizational Management, Organizational Development, Organizational Change, and Organizational Culture using bibliometric and network publication analysis. In order to achieve this purpose, we systematically analysed 191 publications between 1983 and 2020 as well as cited and citing publications. The findings of this study provide important conclusions of the current research state. The insightful results are presented in the form of critical review and frame the body of knowledge.

Keyword : organizational management, organizational development, organizational change, organizational culture, artificial intelligence, neural network, bibliometric analysis, network analysis

How to Cite
Bilan, S., Šuleř, P., Skrynnyk, O., Krajňáková, E., & Vasilyeva, T. (2022). Systematic bibliometric review of artificial intelligence technology in organizational management, development, change and culture. Business: Theory and Practice, 23(1), 1–13.
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Adamek, P. (2018). The penetration of business excellence model approach and interconnection with corporate social responsibility in emerging country: A case study in the Czech Republic. International Journal of Trade and Global Markets, 11(1–2), 98–108.

Akpoviroro, S. K., Amos, A. O., & Olalekan, A. (2019). Exploring the link between competitive strategies and organizational performance in beverage industry (A case of Nestle PLC). SocioEconomic Challenges, 3(1), 116–126.

Atkociuniene, Z. O., & Mikalauskiene, A. (2019). Knowledge management influence on implementing sustainable development means in the organization. Transformations in Business & Economics, 18(3c), 546–564.

Baskerville, R., & Dulipovici, A. (2006). The theoretical foundations of knowledge management. Knowledge Management Research & Practice, 4(2), 83–105.

Bastian, M., Heymann, S., & Jacomy, M. (2009, March). Gephi: An open source software for exploring and manipulating networks. In Third International AAAI Conference on Weblogs and Social Media (pp. 361–362).

Bilan, Y., Brychko, M. M., Buriak, A. V., & Vasylieva, T. A. (2019a). Financial, business and trust cycles: The issues of synchronization. Zbornik Radova Ekonomskog Fakultet au Rijeci, 37(1), 113–138.

Bilan, Y., Dšuzmenko, D., & Boiko, A. (2019b). Research on the impact of industry 4.0 on entrepreneurship in various countries worldwide. In Proceedings of the 33rd International Business Information Management Association Conference (pp. 2373–2384). IBIMA.

Bilan, Y., Rubanov, P., Vasylieva, T., & Lyeonov, S. (2019c). The influence of industry 4.0 on financial services: Determinants of alternative finance development. Polish Journal of Management Studies, 19(1), 70–93.

Bilan, Y., Vasilyeva, T., Lyeonov, S., & Bagmet, K. (2019d). Institutional complementarity for social and economic development. Business: Theory and Practice, 20, 103–115.

Bilan, Y., Lyeonov, S., Vasylieva, T., & Samusevych, Y. (2018). Does tax competition for capital define entrepreneurship trends in Eastern Europe? Online Journal Modelling the New Europe, (27), 34–66.

Bilorus, T. V. (2018). Formuvannia stratehii rozvytku systemy upravlinnia personalom pidpryiemstva na osnovi portfelnoho analizu [Development strategy formation of the personnel management system of the enterprise based on portfolio analysis]. Marketing and Management of Innovations, 1, 184–195.

Blondel, V. D., Guillaume, J. L., Lambiotte, R., & Lefebvre, E. (2008). Fast unfolding of communities in large networks. Journal of Statistical Mechanics: Theory and Experiment, 2008(10), P10008.

Bondar, T., Matvieieva, Y., & Myroshnychenko, I. (2015). Assessment of the social, ecologic and economic development of machine building enterpris. Ekonomičnij časopis-ХХІ, 7–8(1), 40–44.

Borisova, A., Rakhimberdinova, M., Madiyarova, E., Riazantseva, I., & Mikidenko, N. (2020). Staffing search and recruitment of personnel on the basis of artificial intelligence technologies. Entrepreneurship and Sustainability Issues, 7(3), 2456–2469.

Chen, P., Xie, H., Maslov, S., & Redner, S. (2007). Finding scientific gems with Google’s PageRank algorithm. Journal of Informetrics, 1(1), 8–15.

Cherven, K. (2015). Mastering Gephi network visualization. Packt Publishing Ltd.

Cohen, M. A., & Grossberg, S. (1983). Absolute stability of global pattern formation and parallel memory storage by competitive neural networks. IEEE Transactions on Systems, Man, and Cybernetics, 13(5), 815–826.

Egerova, D., & Noskova, M. (2019). Top management team composition and financial performance: Examining the role of gender diversity. Business Administration and Management, 22(2), 129–143.

Fryk, P., & Iveroth, E. (2009). The emergent view of IT and organizational change. In 15th Americas Conference on Information Systems (AMCIS 2009). San Francisco, USA.

Giebe, C., Hammerstrom, L., & Zwerenz, D. (2019). Big Data & Analytics as a sustainable customer loyalty instrument in banking and finance. Financial Markets, Institutions and Risks, 3(4), 74–88.

Glonti, V., Trynchuk, V., Khovrak, I., Mokhonko, G., Shkrobot, M., & Manvelidze, L. (2020). Socialization of organization sustainable development based on the principles of corporate social responsibility. Montenegrin Journal of Economics, 16(1), 169–182.

Grenčikova, A., Bilan, Y., Samusevych, Y., & Vysochyna, A. (2019). Drivers and inhibitors of entrepreneurship development in central and eastern European countries. In Proceedings of the 33rd International Business Information Management Association Conference (pp. 2536–2547). IBIMA.

Grytsenko, L. L., Boyarko, I. M., & Gubar, A. A. (2009). Discriminant model of small enterprises’ bankruptcy diagnostics. Actual Problems of Economics, (95), 256–262.

Grytsenko, L. L., Boyarko, I. M., & Roenko, V. V. (2010). Controlling of enterprises cash flows. Actual Problems of Economics, (105), 148–154.

Hadbaa, H., & Boutti, R. (2019). Behavioral biases influencing the decision making of portfolio managers of capital securities and traders in Morocco. Financial Markets, Institutions and Risks, 3(1), 92–105.

Hammerstrom, L., Giebe, C., & Zwerenz, D. (2019). Influence of Big Data & analytics on corporate social responsibility. SocioEconomic Challenges, 3(3), 47–60.

Hasan, M. M., Hossain, A., & Khan, Y. H. (2018). Factors persuading female participation towards entrepreneurial activities and its impact on employment creation. SocioEconomic Challenges, 3(2), 49–58.

Hong-Ngam, J. (2018). Earnings and engagement of seamen workers. International Journal of Economic Policy in Emerging Economies, 11(1–2), 114–123.

Hoogendoorn, M., Jonker, C. M., & Treur, J. (2006, August). Redesign of organizations as a basis for organizational change. In AAMAS 2006 and ECAI 2006 International Workshops on Coordination, Organizations, Institutions, and Norms in Agent Systems II, Vol. 4386 of LNAI (pp. 48–64). Springer.

Hrytsenko, L. L., & Isayeva, O. V. (2011). Approaches to classification of forms and types of enterprise restructuring. Actual Problems of Economics, (118), 111–116.

Idzikowski, W., & Perechuda, I. (2018). Agile approach in a transforming organization, a descriptive study of chosen Polish companies with rapid revenue growth. Oeconomia Copernicana, 9(3), 461–475.

Kaasa, A. (2019). Determinants of individual-level social capital: Culture and personal values. Journal of International Studies, 12(1), 9–32.

Karpishchenko, O. I., Peresadko, G. O., & Olefirenko, O. M. (2014). Enterprise management systems: the case of Primary Radiology Group. Actual Problems of Economics, (4), 218–227.

Kashyap, R. N. (1972). Management information systems for corporate planning and control. Long Range Planning, 5(2), 25–31.

Kendiukhov, I., & Tvaronaviciene, M. (2017). Managing innovations in sustainable economic growth. Marketing and Management of Innovations, (3), 33–42.

Khan, Y. (2018). Strategic human resource practices and its impact on performance towards achieving organizational goals. Business Ethics and Leadership, 2(2), 66–73.

Kosch, O., & Szarucki, M. (2020). Transatlantic affiliations of scientific collaboration in strategic management: A quartercentury of bibliometric evidence. Journal of Business Economics and Management, 21(3), 627–646.

Kowo, S. A., Kadiri, B. I., & Zekeri, A. (2020). Correlate of workforce diversity and organisational performance of multinational food producing industry in Nigeria. Business Ethics and Leadership, 4(1), 126–137.

Kvitka, S., Starushenko, G., Kovalenko, V., Deforzh, H., & Prokopenko, O. (2019). Marketing of Ukrainian higher educational institutions representation based on modeling of Webometrics Ranking. Marketing and Management of Innovations, (3), 60–72.

Lakomski, G. (2001). Organizational change, leadership and learning: Culture as cognitive process. International Journal of Educational Management, 15(2), 68–77.

Lee, J. Y., & Lee, Y. M. (2018). An exploratory study on employee assistance program for career development counselling. International Journal of Economic Policy in Emerging Economies, 11(1–2), 100–113.

Lin, W. B. (2008). The effect of knowledge sharing model. Expert Systems with Applications, 34(2), 1508–1521.

Lyeonov, S., & Liuta, O. (2016). Actual problems of finance teaching in Ukraine in the post-crisis period. In The Financial Crisis (pp. 145–152). Springer.

Lyulyov, O., & Shvindina, H. (2017). Stabilization Pentagon Model: application in the management at macro-and microlevels. Problems and Perspectives in Management, 15(3), 42–52.

Lušňakova, Z., Juričkova, Z., Šajbidorova, M., & Lenčešova, S. (2019). Succession as a sustainability factor of family business in Slovakia. Equilibrium. Quarterly Journal of Economics and Economic Policy, 14(3), 503–520.

Madani, M., & Rungsrisawat, S. (2019). The knowledge sharing and the relationship between efficient team and supply chain management. Polish Journal of Management Studies, 20(1), 254–266.

Machova, R., Kosar, S. T., & Hevesi, A. (2018). Management and motivation of human resources in case of a Slovak multinational corporation. Marketing and Management of Innovations, (3), 174–185.

Mihalčova, B., Gallo, P., & Štofova, L. (2018). Gender stereotypes at managerial positions in selected public institution. Administration & Public Management Review, (30), 96–108.

Mihardjo, L. W. W., & Sasmoko, R. R. (2019). Customer experience and organizational agility driven business model innovation to shape sustainable development. Polish Journal of Management Studies, 20(1), 293–304.

Mikelsone, E., Spilbergs, A., Volkova, T., & Liela, E. (2020). Idea management system application types in local and global context. Equilibrium. Quarterly Journal of Economics and Economic Policy, 15(1), 151–166.

Minasyan, D., & Tovmasyan, G. (2020). Gender differences in decision-making and leadership: Evidence from Armenia. Business Ethics and Leadership, 4(1), 6–16.

Myroshnychenko, I., Makarenko, I., Smolennikov, D., & Buriak, A. (2019). The approach to managing corporate social and environmental responsibility in manufacturing. TEM Journal, 8(3), 740–748.

Nguyen, T. T. N., & Luu, T. M. N. (2019). Linking Transformational leadership and organizational performance: an empirical investigation of manufacturing firms in Vietnam. Economics & Sociology, 12(2), 170–191.

Njegovanović, A. (2018). Digital financial decision with a view of neuroplasticity/neurofinancy/neural networks. Financial Markets, Institutions and Risks, 2(4), 82–91.

Nunes, F. G., Martins, L., & Mozzicafreddo, J. (2018). The influence of service climate, identity strength, and contextual ambidexterity upon the performance of public organizations. Administratie si Management Public, (31), 6–20.

Oladimeji, M. S., & Udosen, I. (2019). The effect of diversification strategy on organizational performance. Journal of Competitiveness, 11(4), 120–131.

Olefirenko, O. M., Nagornyi, Y. I., & Shevliuga, О. G. (2014). Methodical approach to estimation of industrial enterprises technical and technological development level. Actual Problems of Economics, (8), 464–470.

Pakhnenko, O., Liuta, O., & Pihul, N. (2018). Methodological approaches to assessment of the efficiency of business entities activity. Business and Economic Horizons (BEH), 14(1), 143–151.

Pham, N. T., Tučkova, Z., & Phan, Q. P. T. (2019). Greening human resource management and employee commitment toward the environment: an interaction model. Journal of Business Economics and Management, 20(3), 446–465.

Peresadko, G. O., Kovalenko, E. V., & Kulyk, L. A. (2014). Mechanisms of investing into innovative projects of enterprises. Actual Problems of Economics, (10), 184–187.

Polyanska, A., Zapukhliak, I., & Diuk, O. (2019). Culture of organization in conditions of changes as an ability of efficient transformations: the case of gas transportation companies in Ukraine. Oeconomia Copernicana, 10(3), 561–580.

Pudjiarti, E. S., & Hutomo, P. T. P. (2020). Innovative work behaviour: an integrative investigation of person-job fit, personorganization fit, and person-group fit. Business: Theory and Practice, 21(1), 39–47.

Rachida, A. (2020). Digitalization for human resource management. Marketing and Management of Innovations, 1, 245–255.

Ryabenkov, O. V., & Vasyliyeva, T. A. (2013). Comprehensive approach to application of financial controlling methods in the context of efficient application of profitability potential. Actual Problems of Economics, 148(10), 160–165.

Savytska, N., Chmil, H., Hrabylnikova, O., Pushkina, O., & Vakulich, M. (2019). Behavioral models for ensuring the security of functioning and organizational sustainability of the enterprise. Journal of Security & Sustainability Issues, 9(1), 64–76.

Senyo, P. K., Liu, K., & Effah, J. (2019). Digital business ecosystem: Literature review and a framework for future research. International Journal of Information Management, 47, 52–64.

Serhii, I., Peresadko, G., Pidlisna, O., & Kovalenko, E. (2014). Corporate social responsibility in marketing researches: Literature review. Corporate Ownership & Control, 11(4–5), 499–503.

Shvindina, H. (2019). Coopetition as an emerging trend in research: perspectives for safety & security. Safety, 5(3), 61.

Silver, M. S. (1990). Decision support systems: directed and non-directed change. Information Systems Research, 1(1), 47–70.

Sirbu, M., & Simion, D. M. (2018). Contextualization of management practices from the perspective of knowledge-based management. Transformations in Business & Economics, 17(3), 125–139.

Skačkauskienė, I., Hrušecka, D., Katinienė, A., & Čepel, M. (2018). Evaluation of knowledge synergy components. E a M: Ekonomie a Management, 21(1), 144–158.

Skliar, I. D., & Samoilikova, A. V. (2014). Risk evaluation at enterprise innovation and investment activity financing. Actual Problems of Economics, 161(11), 173–178.

Smits, D., & van Hillegersberg, J. (2014, September). The development of an IT governance maturity model for hard and soft governance. In 8th European Conference on IS Management and Evaluation, ECIME 2014 (pp. 347–355). Academic Conferences and Publishing International Limited.

Stacho, Z., Stachova, K., & Raišienė, A. G. (2019). Change in approach to employee development in organizations on a regional scale. Journal of International Studies, 12(2), 299–308.

Strielkowski, W., & Chigisheva, O. (2018). Research functionality and academic publishing: gaming with altmetrics in the digital age. Economics & Sociology, 11(4), 306–316.

Syhyda, L. (2013). Influence of enterprise’s marketing environment on process of marketing distribution policy development. Economic Annals-XXI, 7-8(2), 28–32.

Suyono, J., Sawitri, H. S. R., Sunaryo, S., Mansur, A. S., & Risgiyanti. (2020). Follower characteristics, obedience, and constructive resistance: The role of co-production leadership. International Journal of Trade and Global Markets, 13(2), 182–198.

Teletov, A., Teletova, S., & Letunovska, N. (2019). Use of language games in advertising texts as a creative approach in advertising management. Periodicals of Engineering and Natural Sciences, 7(2), 458–465.

Thabhiranrak, T., & Jermsittiparsert, K. (2019). Towards sustainable functioning of organization: women empowernment and corporate management culture. Journal of Security & Sustainability Issues, 9(1), 321–332.

Tielietov, O. S., & Letunovska, N. Y. (2014). Organizational and economic mechanism of industrial enterprises social infrastructure management. Actual Problems of Economics, 160(10), 329–337.

Titko, J., Svirina, A., Skvarciany, V., & Shina, I. (2020). Values of young employees: Z-generation perception. Business: Theory and Practice, 21(1), 10–17.

Utami, W., Tobing, D. S. K., Paramu, H., & Slamin, S. (2019). Expatriate career development: Self efficacy, multicultural personality, collective efficacy, and individual expatriate performance. International Journal of Trade and Global Markets, 12(2), 187–198.

Van Eck, N. J., & Waltman, L. (2017a, October 23). VOS Viewer Manual. Universiteit Leiden.

Van Eck, N. J., & Waltman, L. (2017b). Citation-based clustering of publications using CitNetExplorer and VOSviewer. Scientometrics, 111(2), 1053–1070.

Vasilieva, T. A., Lieonov, S. V., Makarenko, I. O., & Sirkovska, N. (2017). Sustainability information disclosure as an instrument of marketing communication with stakeholders: Markets, social and economic aspects. Marketing and Management of Innovations, (4), 350–357.

Vasilyeva, T., Kuzmenko, O., Bozhenko, V., & Kolotilina, O. (2019). Assessing the dynamics of bifurcation transformations in the economy. In SHS Web of Conferences, 65, 04006. EDP Sciences.

Wysokińśka-Senkus, A. (2020). The model of an organization performance measurement in the context of sustainable system management. Entrepreneurship and Sustainability Issues, 7(3), 1819–1831.

Yevdokimova, M., Zamlynskyi, V., Minakova, S., Biriuk, O., & Ilina, O. (2019). Evolution of corporate social responsibility applied to the concept of sustainable development. Journal of Security & Sustainability Issues, 8(3), 473–480.

Zakharkina, L. S. (2009). Balancing of innovative development of machine-building enterprises in strategic planning process. Actual Problems of Economics, (93), 88–95.

Zakharkin, O. O. (2014). Value-based management on the basis of stakeholder approach within the bounds of innovative development enterprise. Actual Problems of Economics, 160(1), 149–157.

Zakharkin, O. O., Basantsov, I. V., & Myroshnychenko, I. O. (2019). Analysis of the innovative development directions for industrial enterprises. Revista ESPACIOS, 40(27).

Zakharkin, O., & Zakharkina, L. (2014). Enterprise’s innovation development strategy substantiation and its aims. Economic Annals-XXI, 7-8(1), 76–79.

Žitkienė, R., & Deksnys, M. (2018). Organizational agility conceptual model. Montenegrin Journal of Economics, 14(2), 115–129.