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The role of digitalization in business and management: a systematic literature review

Author

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  • Esther Calderon-Monge

    (University of Burgos)

  • Domingo Ribeiro-Soriano

    (IUDESCOOP-Universitat de València)

Abstract

Digitalization is a powerful engine for economic growth in the world. In 2018, digitally transformed firms represented 13.5 billion US dollars of global GDP and, towards the end of 2023, they are expected to represent 53.3 billion US dollars, over half of the general nominal GDP (Statista, Nominal GDP driven by digitally transformed and other enterprises worldwide 2018–2023. https://www.statista.com/statistics/1134766/nominal-gdp-driven-by-digitally-transformed-enterprises/ , 2022). The main objective of this study is to provide information (highlighting principal research topics and research agendas) from the literature on state-of-the-art digitalization within firms through a Systematic Literature Review (SLR). In all, 119 review articles on the most mature functional areas of the firm are analyzed: management, marketing, and finance and accounting, published in the WOS over the period 2018-April 2022. In this study, key relevant tendencies are identified in the most mature areas of the firm, which are the impact of digital technologies on the analysis of consumer behavior; digitalization and green innovation within organizations; and blockchain technology applied to financial services. The main contributions of this work are as follows: (1) to provide the most complete and up-to-date review of digitalization from a global perspective, summarizing the current state of knowledge within an integrated framework; (2) to reduce the complexity of digitalization by offering structure and clarity; and (3) to offer links between digitalization and established points of view in the literature on management, marketing, finance, and accounting. The novelty of this paper is centered on a joint analysis of digitalization, digital transformation, and digital technologies, taking into account the most mature functional areas of the firm.

Suggested Citation

  • Esther Calderon-Monge & Domingo Ribeiro-Soriano, 2024. "The role of digitalization in business and management: a systematic literature review," Review of Managerial Science, Springer, vol. 18(2), pages 449-491, February.
  • Handle: RePEc:spr:rvmgts:v:18:y:2024:i:2:d:10.1007_s11846-023-00647-8
    DOI: 10.1007/s11846-023-00647-8
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    1. Qun Zhao & Pei-Hsuan Tsai & Jin-Long Wang, 2019. "Improving Financial Service Innovation Strategies for Enhancing China’s Banking Industry Competitive Advantage during the Fintech Revolution: A Hybrid MCDM Model," Sustainability, MDPI, vol. 11(5), pages 1-29, March.
    2. Weon Sang Yoo & Eunkyu Lee, 2011. "Internet Channel Entry: A Strategic Analysis of Mixed Channel Structures," Marketing Science, INFORMS, vol. 30(1), pages 29-41, 01-02.
    3. Praveen K. Kopalle & V. Kumar & Mohan Subramaniam, 2020. "How legacy firms can embrace the digital ecosystem via digital customer orientation," Journal of the Academy of Marketing Science, Springer, vol. 48(1), pages 114-131, January.
    4. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 81032, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    5. Snyder, Hannah, 2019. "Literature review as a research methodology: An overview and guidelines," Journal of Business Research, Elsevier, vol. 104(C), pages 333-339.
    6. Satish Nambisan, 2017. "Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 41(6), pages 1029-1055, November.
    7. Bernd W. Wirtz & Jan C. Weyerer & Johanna K. Heckeroth, 2022. "Digital Disruption And Digital Transformation: A Strategic Integrative Framework," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 26(03), pages 1-46, April.
    8. Lee, Stacy H.N. & Chow, Pui-Sze, 2020. "Investigating consumer attitudes and intentions toward online fashion renting retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    9. Wei Zhou & Jin Chen & Yang Huang, 2019. "Co-Citation Analysis and Burst Detection on Financial Bubbles with Scientometrics Approach," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 32(1), pages 2310-2328, January.
    10. Sokolova, Karina & Kefi, Hajer, 2020. "Instagram and YouTube bloggers promote it, why should I buy? How credibility and parasocial interaction influence purchase intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    11. Riaz, Zahid & Ray, Pradeep & Ray, Sangeeta, 2022. "The impact of digitalisation on corporate governance in Australia," Journal of Business Research, Elsevier, vol. 152(C), pages 410-424.
    12. Floyd, Kristopher & Freling, Ryan & Alhoqail, Saad & Cho, Hyun Young & Freling, Traci, 2014. "How Online Product Reviews Affect Retail Sales: A Meta-analysis," Journal of Retailing, Elsevier, vol. 90(2), pages 217-232.
    13. Cynthia Weiyi Cai, 2018. "Disruption of financial intermediation by FinTech: a review on crowdfunding and blockchain," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 58(4), pages 965-992, December.
    14. Fernando Santini & Wagner Junior Ladeira & Diego Costa Pinto & Márcia Maurer Herter & Claudio Hoffmann Sampaio & Barry J. Babin, 2020. "Customer engagement in social media: a framework and meta-analysis," Journal of the Academy of Marketing Science, Springer, vol. 48(6), pages 1211-1228, November.
    15. Duca, John V, 2000. "Financial Technology Shocks and the Case of the Missing M2," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 32(4), pages 820-839, November.
    16. Corinne Post & Riikka Sarala & Caroline Gatrell & John E. Prescott, 2020. "Advancing Theory with Review Articles," Journal of Management Studies, Wiley Blackwell, vol. 57(2), pages 351-376, March.
    17. Mercedes Rubio-Andrés & Mª Ramos-González & Miguel Ángel Sastre-Castillo, 2022. "Driving innovation management to create shared value and sustainable growth," Review of Managerial Science, Springer, vol. 16(7), pages 2181-2211, October.
    18. Adrian MICU & Alexandru CAPATINA & Angela-Eliza MICU, 2018. "Exploring Artificial Intelligence Techniques’ Applicability in Social Media Marketing," Journal of Emerging Trends in Marketing and Management, The Bucharest University of Economic Studies, vol. 1(1), pages 156-165, November.
    19. Ricarda B. Bouncken & Sascha Kraus, 2022. "Entrepreneurial ecosystems in an interconnected world: emergence, governance and digitalization," Review of Managerial Science, Springer, vol. 16(1), pages 1-14, January.
    20. Weichert, Margaret, 2017. "The future of payments: How FinTech players are accelerating customer-driven innovation in financial services," Journal of Payments Strategy & Systems, Henry Stewart Publications, vol. 11(1), pages 23-33, March.
    21. Ricarda B. Bouncken & Sascha Kraus & Norat Roig-Tierno, 2021. "Knowledge- and innovation-based business models for future growth: digitalized business models and portfolio considerations," Review of Managerial Science, Springer, vol. 15(1), pages 1-14, January.
    22. David Godes & Dina Mayzlin, 2004. "Using Online Conversations to Study Word-of-Mouth Communication," Marketing Science, INFORMS, vol. 23(4), pages 545-560, June.
    23. Nees Jan Eck & Ludo Waltman, 2010. "Software survey: VOSviewer, a computer program for bibliometric mapping," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(2), pages 523-538, August.
    24. Dalenogare, Lucas Santos & Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro Germán, 2018. "The expected contribution of Industry 4.0 technologies for industrial performance," International Journal of Production Economics, Elsevier, vol. 204(C), pages 383-394.
    25. Willi Brammertz & Allan I. Mendelowitz, 2018. "From digital currencies to digital finance: the case for a smart financial contract standard," Journal of Risk Finance, Emerald Group Publishing Limited, vol. 19(1), pages 76-92, December.
    26. Benedict G. C. Dellaert, 2019. "The consumer production journey: marketing to consumers as co-producers in the sharing economy," Journal of the Academy of Marketing Science, Springer, vol. 47(2), pages 238-254, March.
    27. Dabbous, Amal & Barakat, Karine Aoun, 2020. "Bridging the online offline gap: Assessing the impact of brands’ social network content quality on brand awareness and purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    28. Chaudhary, Sanjay & Dhir, Amandeep & Ferraris, Alberto & Bertoldi, Bernando, 2021. "Trust and reputation in family businesses: A systematic literature review of past achievements and future promises," Journal of Business Research, Elsevier, vol. 137(C), pages 143-161.
    29. Lara Stocchi & Naser Pourazad & Nina Michaelidou & Arry Tanusondjaja & Paul Harrigan, 2022. "Marketing research on Mobile apps: past, present and future," Journal of the Academy of Marketing Science, Springer, vol. 50(2), pages 195-225, March.
    30. Sara Quach & Park Thaichon & Kelly D. Martin & Scott Weaven & Robert W. Palmatier, 2022. "Digital technologies: tensions in privacy and data," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1299-1323, November.
    31. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 82423, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    32. Margherita Pagani, 2013. "Digital Business Strategy and Value Creation : Framing the Dynamic Cycle of Control Points," Post-Print hal-02313107, HAL.
    33. Li, Huanli & Wu, Yun & Cao, Dongmei & Wang, Yichuan, 2021. "Organizational mindfulness towards digital transformation as a prerequisite of information processing capability to achieve market agility," Journal of Business Research, Elsevier, vol. 122(C), pages 700-712.
    34. Jessica Alzamora-Ruiz & María Fuentes-Fuentes & Myriam Martinez-Fiestas, 2021. "Together or separately? Direct and synergistic effects of Effectuation and Causation on innovation in technology-based SMEs," International Entrepreneurship and Management Journal, Springer, vol. 17(4), pages 1917-1943, December.
    35. Blom, Angelica & Lange, Fredrik & Hess, Ronald L., 2017. "Omnichannel-based promotions’ effects on purchase behavior and brand image," Journal of Retailing and Consumer Services, Elsevier, vol. 39(C), pages 286-295.
    36. Witschel, Daliborka & Baumann, Dominik & Voigt, Kai-Ingo, 2022. "How manufacturing firms navigate through stormy waters of digitalization: the role of dynamic capabilities, organizational factors and environmental turbulence for business model innovation," Journal of Management & Organization, Cambridge University Press, vol. 28(3), pages 681-714, May.
    37. Chrysanthos Dellarocas, 2003. "The Digitization of Word of Mouth: Promise and Challenges of Online Feedback Mechanisms," Management Science, INFORMS, vol. 49(10), pages 1407-1424, October.
    38. Ercan Oztemel & Samet Gursev, 2020. "Literature review of Industry 4.0 and related technologies," Journal of Intelligent Manufacturing, Springer, vol. 31(1), pages 127-182, January.
    39. Sascha Kraus & Paul Jones & Norbert Kailer & Alexandra Weinmann & Nuria Chaparro-Banegas & Norat Roig-Tierno, 2021. "Digital Transformation: An Overview of the Current State of the Art of Research," SAGE Open, , vol. 11(3), pages 21582440211, September.
    40. Dmitry Khanin & Robert Rosenfield & Raj V. Mahto & Cherry Singhal, 2022. "Barriers to entrepreneurship: opportunity recognition vs. opportunity pursuit," Review of Managerial Science, Springer, vol. 16(4), pages 1147-1167, May.
    41. Thomas P. Novak & Donna L. Hoffman & Yiu-Fai Yung, 2000. "Measuring the Customer Experience in Online Environments: A Structural Modeling Approach," Marketing Science, INFORMS, vol. 19(1), pages 22-42, May.
    42. Fan Fang & Carmine Ventre & Michail Basios & Leslie Kanthan & David Martinez-Rego & Fan Wu & Lingbo Li, 2022. "Cryptocurrency trading: a comprehensive survey," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-59, December.
    43. Park, Jungkun & Hyun, Hyowon & Thavisay, Toulany, 2021. "A study of antecedents and outcomes of social media WOM towards luxury brand purchase intention," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    44. Sascha Kraus & Matthias Breier & Sonia Dasí-Rodríguez, 2020. "The art of crafting a systematic literature review in entrepreneurship research," International Entrepreneurship and Management Journal, Springer, vol. 16(3), pages 1023-1042, September.
    45. Francisco M. Somohano-Rodríguez & Antonia Madrid-Guijarro & José Manuel López-Fernández, 2022. "Does Industry 4.0 really matter for SME innovation?," Journal of Small Business Management, Taylor & Francis Journals, vol. 60(4), pages 1001-1028, July.
    46. Yi-Ming Guo & Zhen-Ling Huang & Ji Guo & Hua Li & Xing-Rong Guo & Mpeoane Judith Nkeli, 2019. "Bibliometric Analysis on Smart Cities Research," Sustainability, MDPI, vol. 11(13), pages 1-18, June.
    47. Sascha Kraus & Matthias Breier & Weng Marc Lim & Marina Dabić & Satish Kumar & Dominik Kanbach & Debmalya Mukherjee & Vincenzo Corvello & Juan Piñeiro-Chousa & Eric Liguori & Daniel Palacios-Marqués &, 2022. "Literature reviews as independent studies: guidelines for academic practice," Review of Managerial Science, Springer, vol. 16(8), pages 2577-2595, November.
    48. Christine Legner & Torsten Eymann & Thomas Hess & Christian Matt & Tilo Böhmann & Paul Drews & Alexander Mädche & Nils Urbach & Frederik Ahlemann, 2017. "Digitalization: Opportunity and Challenge for the Business and Information Systems Engineering Community," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 59(4), pages 301-308, August.
    49. Wagner, Gerhard & Schramm-Klein, Hanna & Steinmann, Sascha, 2020. "Online retailing across e-channels and e-channel touchpoints: Empirical studies of consumer behavior in the multichannel e-commerce environment," Journal of Business Research, Elsevier, vol. 107(C), pages 256-270.
    50. André Hanelt & René Bohnsack & David Marz & Cláudia Antunes Marante, 2021. "A Systematic Review of the Literature on Digital Transformation: Insights and Implications for Strategy and Organizational Change," Journal of Management Studies, Wiley Blackwell, vol. 58(5), pages 1159-1197, July.
    51. Maurizio Massaro & John Dumay & James Guthrie, 2016. "On the shoulders of giants: undertaking a structured literature review in accounting," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 29(5), pages 767-801, June.
    52. Josef Åström & Wiebke Reim & Vinit Parida, 2022. "Value creation and value capture for AI business model innovation: a three-phase process framework," Review of Managerial Science, Springer, vol. 16(7), pages 2111-2133, October.
    53. Wen, Huwei & Zhong, Qiming & Lee, Chien-Chiang, 2022. "Digitalization, competition strategy and corporate innovation: Evidence from Chinese manufacturing listed companies," International Review of Financial Analysis, Elsevier, vol. 82(C).
    54. Petit, Olivia & Velasco, Carlos & Spence, Charles, 2019. "Digital Sensory Marketing: Integrating New Technologies Into Multisensory Online Experience," Journal of Interactive Marketing, Elsevier, vol. 45(C), pages 42-61.
    55. Park, Minjung & Yoo, Jungmin, 2020. "Effects of perceived interactivity of augmented reality on consumer responses: A mental imagery perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    56. Michela Arnaboldi & Cristiano Busco & Suresh Cuganesan, 2017. "Accounting, accountability, social media and big data: revolution or hype?," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 30(4), pages 762-776, May.
    57. Prasad, Acklesh & Green, Peter, 2015. "Governing cloud computing services: Reconsideration of IT governance structures," International Journal of Accounting Information Systems, Elsevier, vol. 19(C), pages 45-58.
    58. Fan Fang & Carmine Ventre & Michail Basios & Leslie Kanthan & Lingbo Li & David Martinez-Regoband & Fan Wu, 2020. "Cryptocurrency Trading: A Comprehensive Survey," Papers 2003.11352, arXiv.org, revised Jan 2022.
    59. repec:eme:aaaj00:aaaj-03-2017-2880 is not listed on IDEAS
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    Keywords

    Accounting; Digitalization; Management; Marketing; Finance; Systematic literature review;
    All these keywords.

    JEL classification:

    • M1 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration
    • M3 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Marketing and Advertising
    • M4 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Accounting

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