Digital transformation and startup performance: intervention of management information and entrepreneurial creativity

Authors

DOI:

https://doi.org/10.51341/cgg.v25i3.2947

Keywords:

Digital Transformation. Management information. Entrepreneurial creativity. Organizational performance.

Abstract

Objective - This study analyzed the effects of digital transformation on startup performance, mediated by the use of management information and moderated by entrepreneurial creativity.

Method - A survey was conducted with technology startup managers listed in the StartupBase, and the structural equation modeling technique was applied to analyze the 215 questionnaires completed.

Originality/Relevance - This study innovates by investigating the interrelationship of the constructs of digital transformation, management information use, entrepreneurial creativity, and organizational performance in startups.

Results - The results denoted a positive influence of digital transformation on organizational performance. This suggests that if startups use new technologies, the chances of achieving the expected performance and surpassing their competitors are more significant. A mediation of the use of management information in this relationship was observed, indicating that using such information impacts the decision-making by managers. No moderation of entrepreneurial creativity was found in the proposed relationship, although creative entrepreneurs presumably can develop innovations through new technologies.

Theoretical/Methodological contributions - The results contribute by bridging gaps identified in the literature insofar as they reveal that digital transformation and the use of management information are important drivers of organizational performance.

Social/Management contributions - This study has practical implications by demonstrating that the digital transformation and the use of management information reflect on organizational performance, an important signal to managers about the primary focus to improve startup performance.

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References

Associação Brasileira de Startups (Abstartups). (2022). Fases de uma startup brasileira: saiba tudo sobre cada etapa. https://abstartups.com.br/fases-de-uma-startup-saiba-tudo-sobre-cada-etapa/

Amabile, T.M. (1988). A model of creativity and innovation in organizations. In: Staw, B.M. & Cummings, L.L. (Eds.), Research in organizational behavior (Vol. 10, pp. 123-167). Greenwich, CT: JAI Press.

Anderson, N., Potočnik, K., & Zhou, J. (2014). Innovation and creativity in organizations: A state-of-the-science review, prospective commentary, and guiding framework. Journal of Management, 40(5), 1297-1333. https://doi.org/10.1177/0149206314527128 DOI: https://doi.org/10.1177/0149206314527128

BarNir, A. (2012). Starting technologically innovative ventures: reasons, human capital, and gender. Management Decision, 50(3), 399-419. https://doi.org/10.1108/00251741211216205 DOI: https://doi.org/10.1108/00251741211216205

Bauer, W., & Vocke, C. (2019). Work in the age of artificial intelligence–challenges and potentials for the design of new forms of human-machine interaction. In International Conference on Applied Human Factors and Ergonomics (pp. 493-501). Springer, Cham. https://doi.org/10.1007/978-3-030-20154-8_45 DOI: https://doi.org/10.1007/978-3-030-20154-8_45

Bhatti, S.H., Santoro, G., Khan, J., & Rizzato, F. (2021). Antecedents and consequences of business model innovation in the IT industry. Journal of Business Research, 123, 389-400. https://doi.org/10.1016/j.jbusres.2020.10.003 DOI: https://doi.org/10.1016/j.jbusres.2020.10.003

Bido, D.S., & Silva, D. (2019). SmartPLS 3: especificação, estimação, avaliação e relato. Administração: Ensino e Pesquisa, 20(2), 1-31. https://doi.org/10.13058/raep.2019.v20n2.1545 DOI: https://doi.org/10.13058/raep.2019.v20n2.1545

Blank, S., & Dorf, B. (2012). The startup owner's manual: the step-by-step guide for building a great company. Pennsauken, NJ: BookBaby.

Büchi, G., Cugno, M., & Castagnoli, R. (2020). Smart factory performance and Industry 4.0. Technological Forecasting and Social Change, 150, 119790. https://doi.org/10.1016/j.techfore.2019.119790 DOI: https://doi.org/10.1016/j.techfore.2019.119790

Bujor, A., & Avasilcai, S. (2016). The creative entrepreneur: A framework of analysis. Procedia-Social and Behavioral Sciences, 221, 21-28. https://doi.org/10.1016/j.sbspro.2016.05.086 DOI: https://doi.org/10.1016/j.sbspro.2016.05.086

Carrión, G.C., Nitzl, C., & Roldán, J.L. (2017). Mediation analyses in partial least squares structural equation modeling: Guidelines and empirical examples. H. Latan, R. Noonan (Eds.) In Partial least squares path modeling (pp. 173-195). Springer, Cham. https://doi.org/10.1007/978-3-319-64069-3_8 DOI: https://doi.org/10.1007/978-3-319-64069-3_8

Chege, S.M., Wang, D. & Suntu, S.L. (2020). Impact of information technology innovation on firm performance in Kenya. Information Technology for Development, 26(2), 316-345. https://doi.org/10.1080/02681102.2019.1573717 DOI: https://doi.org/10.1080/02681102.2019.1573717

Cohen, J. (1988). Statistical power analysis for the behavioral sciences. New York: Psychology Press.

Duman, M.C., & Akdemir, B. (2021). A study to determine the effects of industry 4.0 technology components on organizational performance. Technological Forecasting and Social Change, 167, 120615. https://doi.org/10.1016/j.techfore.2021.120615 DOI: https://doi.org/10.1016/j.techfore.2021.120615

Fabrício Jr., R.D.S., Silva, F.R., Simões, E., Galegale, N.V., & Akabane, G.K. (2015). Strengthening of open innovation model: using startups and technology parks. IFAC-PapersOnLine, 48(3), 14-20. DOI: https://doi.org/10.1016/j.ifacol.2015.06.051

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. https://doi.org/10.3758/BRM.41.4.1149 DOI: https://doi.org/10.3758/BRM.41.4.1149

Fillis, I., & Rentschler, R. (2010). The role of creativity in entrepreneurship. Journal of Enterprising Culture, 18(01), 49-81. https://doi.org/10.1142/S0218495810000501 DOI: https://doi.org/10.1142/S0218495810000501

Frare, A.B., & Beuren, I.M. (2021). Fostering individual creativity in startups: comprehensive performance measurement systems, role clarity and strategic flexibility. European Business Review, 33(6), 869-891. https://doi.org/10.1108/EBR-11-2020-0262 DOI: https://doi.org/10.1108/EBR-11-2020-0262

Frare, A.B., Beuren, I.M., & Cipriano, J.W.N. (2023). Mindfulness organizacional em direção à transformação digital e agilidade de mercado: interveniência do uso de informações gerenciais. GCG. Journal of Globalization, Competitiveness and Governability, 17(1), 34-48. https://gcgjournal.georgetown.edu/index.php/gcg/article/view/4296 DOI: https://doi.org/10.58416/GCG.2023.V17.N1.01

Gomez-Conde, J., Lopez-Valeiras, E., Malagueño, R., & Gonzalez-Castro, R. (2021). Management control systems and innovation strategies in business-incubated start-ups. Accounting and Business Research, 53(2), 210-236. https://doi.org/10.1080/00014788.2021.1986365 DOI: https://doi.org/10.1080/00014788.2021.1986365

Hair Jr, J.F., Hult, G.T.M., Ringle, C., & Sarstedt, M. (2017). A primer on partial least squares structural equation modeling (PLS-SEM) (2nd ed.). Los Angeles: Sage.

Hair Jr., 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 DOI: https://doi.org/10.1108/EBR-11-2018-0203

Halpern, N., Mwesiumo, D., Suau-Sanchez, P., Budd, T., & Bråthen, S. (2021). Ready for digital transformation? The effect of organisational readiness, innovation, airport size and ownership on digital change at airports. Journal of Air Transport Management, 90, 101949. https://doi.org/10.1016/j.jairtraman.2020.101949 DOI: https://doi.org/10.1016/j.jairtraman.2020.101949

Henriette, E., Feki, M., & Boughzala, I. (2015). The shape of digital transformation: a systematic literature review. MCIS 2015 Proceedings, 10, 431-443.

Jafari-Sadeghi, V., Garcia-Perez, A., Candelo, E., & Couturier, J. (2021). Exploring the impact of digital transformation on technology entrepreneurship and technological market expansion: The role of technology readiness, exploration and exploitation. Journal of Business Research, 124, 100-111. https://doi.org/10.1016/j.jbusres.2020.11.020 DOI: https://doi.org/10.1016/j.jbusres.2020.11.020

Lanzolla, G., Lorenz, A., Miron-Spektor, E., Schilling, M., Solinas, G., & Tucci, C. L. (2020). Digital transformation: What is new if anything? Emerging patterns and management research. Academy of Management Discoveries, 6(3), 341-350. https://doi.org/10.5465/amd.2020.0144

Lapierre, J., & Giroux, V.P. (2003). Creativity and work environment in a high‐tech context. Creativity and Innovation Management, 12(1), 11-23. https://doi.org/10.1111/1467-8691.00263 DOI: https://doi.org/10.1111/1467-8691.00263

Li, G., Hou, Y., & Wu, A. (2017). Fourth Industrial Revolution: technological drivers, impacts and coping methods. Chinese Geographical Science, 27(4), 626-637. https://doi.org/10.1007/s11769-017-0890-x DOI: https://doi.org/10.1007/s11769-017-0890-x

Li, H., Wu, Y., Cao, D., & Wang, Y. (2021). Organizational mindfulness towards digital transformation as a prerequisite of information processing capability to achieve market agility. Journal of Business Research, 122, 700-712. https://doi.org/10.1016/j.jbusres.2019.10.036 DOI: https://doi.org/10.1016/j.jbusres.2019.10.036

López-Nicolás, C., & Meroño-Cerdán, Á.L. (2011). Strategic knowledge management, innovation and performance. International Journal of Information Management, 31(6), 502-509. https://doi.org/10.1016/j.ijinfomgt.2011.02.003 DOI: https://doi.org/10.1016/j.ijinfomgt.2011.02.003

Martínez-Caro, E., Cegarra-Navarro, J.G., & Alfonso-Ruiz, F.J. (2020). Digital technologies and firm performance: The role of digital organisational culture. Technological Forecasting and Social Change, 154, 119962. https://doi.org/10.1016/j.techfore.2020.119962 DOI: https://doi.org/10.1016/j.techfore.2020.119962

Mazzone, M., & Elgammal, A. (2019). Art, creativity, and the potential of artificial intelligence. Arts, 8(1), 26. https://doi.org/10.3390/arts8010026 DOI: https://doi.org/10.3390/arts8010026

Mikalef, P., & Gupta, M. (2021). Artificial intelligence capability: conceptualization, measurement calibration, and empirical study on its impact on organizational creativity and firm performance. Information & Management, 58(3), 103434. https://doi.org/10.1016/j.im.2021.103434 DOI: https://doi.org/10.1016/j.im.2021.103434

Moulang, C. (2015). Performance measurement system use in generating psychological empowerment and individual creativity. Accounting & Finance, 55(2), 519-544. https://doi.org/10.1111/acfi.12059 DOI: https://doi.org/10.1111/acfi.12059

Müller, J.M., Veile, J.W., & Voigt, K.I. (2020). Prerequisites and incentives for digital information sharing in Industry 4.0–an international comparison across data types. Computers & Industrial Engineering, 148, 106733. https://doi.org/10.1016/j.cie.2020.106733 DOI: https://doi.org/10.1016/j.cie.2020.106733

Oliva, F.L., Teberga, P.M.F., Testi, L.I.O., Kotabe, M., Del Giudice, M., Kelle, P., & Cunha, M.P. (2021). Risks and critical success factors in the internationalization of born global startups of industry 4.0: A social, environmental, economic, and institutional analysis. Technological Forecasting and Social Change, 121346. https://doi.org/10.1016/j.techfore.2021.121346 DOI: https://doi.org/10.1016/j.techfore.2021.121346

Opazo-Basáez, M., Vendrell-Herrero, F., Bustinza, O.F., & Marić, J. (2021). Global value chain breadth and firm productivity: the enhancing effect of Industry 4.0. Journal of Manufacturing Technology Management, 33(1), 97-120. https://doi.org/10.1108/JMTM-12-2020-0498 DOI: https://doi.org/10.1108/JMTM-12-2020-0498

Pacauskas, D., & Rajala, R. (2017). Information system users’ creativity: a meta-analysis of the link between IT use and creative performance. Information Technology & People, 30(1), 81-116. https://doi.org/10.1108/ITP-04-2015-0090 DOI: https://doi.org/10.1108/ITP-04-2015-0090

Paré, G., Guillemette, M.G., & Raymond, L. (2020). IT centrality, IT management model, and contribution of the IT function to organizational performance: A study in Canadian hospitals. Information & Management, 57(3), 103198. https://doi.org/10.1016/j.im.2019.103198 DOI: https://doi.org/10.1016/j.im.2019.103198

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), 879-903. https://doi.org/10.1037/0021-9010.88.5.879 DOI: https://doi.org/10.1037/0021-9010.88.5.879

Prajogo, D., Toy, J., Bhattacharya, A., Oke, A., & Cheng, T.C.E. (2018). The relationships between information management, process management and operational performance: Internal and external contexts. International Journal of Production Economics, 199, 95-103. https://doi.org/10.1016/j.ijpe.2018.02.019 DOI: https://doi.org/10.1016/j.ijpe.2018.02.019

Radziwon, A., & Bogers, M. (2019). Open innovation in SMEs: exploring inter-organizational relationships in an ecosystem. Technological Forecasting and Social Change, 146, 573-587. https://doi.org/10.1016/j.techfore.2018.04.02 DOI: https://doi.org/10.1016/j.techfore.2018.04.021

Raisch, S., & Krakowski, S. (2021). Artificial intelligence and management: the automation-augmentation paradox. Academy of Management Review, 46(1), 192-210.

https://doi.org/10.5465/amr.2018.0072 DOI: https://doi.org/10.5465/amr.2018.0072

Ries, E. (2011). The lean startup: How today's entrepreneurs use continuous innovation to create radically successful businesses. New York: Random House LLC.

Rodríguez-Hernández, M.C., & Ilarri, S. (2021). AI-based mobile context-aware recommender systems from an information management perspective: Progress and directions. Knowledge-Based Systems, 215, 106740. https://doi.org/10.1016/j.knosys.2021.106740 DOI: https://doi.org/10.1016/j.knosys.2021.106740

Rompho, N. (2018). Operational performance measures for startups. Measuring Business Excellence, 22(1), 31-41. https://doi.org/10.1108/MBE-06-2017-0028 DOI: https://doi.org/10.1108/MBE-06-2017-0028

Schaefer, R., & Minello, Í.F. (2017). A Formação de Novos Empreendedores: natureza da aprendizagem e educação empreendedora. Revista da Micro e Pequena Empresa, 11(3), 2. https://doi.org/10.21714/19-82-25372017v11n3p220 DOI: https://doi.org/10.21714/19-82-25372017v11n3p220

Shahzad, F., Du, J., Khan, I., Shahbaz, M., Murad, M., & Khan, M.A.S. (2020). Untangling the influence of organizational compatibility on green supply chain management efforts to boost organizational performance through information technology capabilities. Journal of Cleaner Production, 266, 122029. https://doi.org/10.1016/j.jclepro.2020.122029 DOI: https://doi.org/10.1016/j.jclepro.2020.122029

Shahzad, K., Bajwa, S.U., Siddiqi, A.F.I., Ahmid, F., & Sultani, A.R. (2016). Integrating knowledge management (KM) strategies and processes to enhance organizational creativity and performance: An empirical investigation. Journal of Modelling in Management. https://doi.org/10.1108/JM2-07-2014-0061 DOI: https://doi.org/10.1108/JM2-07-2014-0061

Singh, S., Sharma, M., & Dhir, S. (2021). Modeling the effects of digital transformation in Indian manufacturing industry. Technology in Society, 67, 101763. https://doi.org/10.1016/j.techsoc.2021.101763 DOI: https://doi.org/10.1016/j.techsoc.2021.101763

Sternberg, H.S., Hofmann, E., & Roeck, D. (2021). The struggle is real: insights from a supply chain blockchain case. Journal of Business Logistics, 42(1), 71-87. https://doi.org/10.1111/jbl.12240 DOI: https://doi.org/10.1111/jbl.12240

Talón-Ballestero, P., González-Serrano, L., Soguero-Ruiz, C., Munoz-Romero, S., & Rojo-Álvarez, J.L. (2018). Using big data from customer relationship management information systems to determine the client profile in the hotel sector. Tourism Management, 68, 187-197. https://doi.org/10.1016/j.tourman.2018.03.017 DOI: https://doi.org/10.1016/j.tourman.2018.03.017

Teubner, R.A., & Stockhinger, J. (2020). Literature review: understanding information systems strategy in the digital age. The Journal of Strategic Information Systems, 101642. https://doi.org/10.1016/j.jsis.2020.101642 DOI: https://doi.org/10.1016/j.jsis.2020.101642

Usman, M., Vanhaverbeke, W. (2017). How start-ups successfully organize and manage open innovation with large companies. European Journal of Innovation Management, 20(1), 171-186. https://doi.org/10.1108/EJIM-07-2016-0066 DOI: https://doi.org/10.1108/EJIM-07-2016-0066

Vaccaro, I.G., Jansen, J.J., Van Den Bosch, F.A., & Volberda, H.W. (2012). Management innovation and leadership: The moderating role of organizational size. Journal of Management Studies, 49(1), 28-51. https://doi.org/10.1111/j.1467-6486.2010.00976.x DOI: https://doi.org/10.1111/j.1467-6486.2010.00976.x

Vandenbosch, B. (1999). An empirical analysis of the association between the use of executive support systems and perceived organizational competitiveness. Accounting, Organizations and Society, 24(1), 77-92. https://doi.org/10.1016/S0361-3682(97)00064-0 DOI: https://doi.org/10.1016/S0361-3682(97)00064-0

Verhoef, P.C., Broekhuizen, T., Bart, Y., Bhattacharya, A., Dong, J.Q., Fabian, N., & Haenlein, M. (2021). Digital transformation: A multidisciplinary reflection and research agenda. Journal of Business Research, 122, 889-901. https://doi.org/10.1016/j.jbusres.2019.09.022 DOI: https://doi.org/10.1016/j.jbusres.2019.09.022

Wamba-Taguimdje, S.L., Wamba, S.F., Kamdjoug, J.R.K., & Wanko, C.E.T. (2020). Influence of artificial intelligence (AI) on firm performance: the business value of AI-based transformation projects. Business Process Management Journal, 26(7), 1893-1924. https://doi.org/10.1108/BPMJ-10-2019-0411 DOI: https://doi.org/10.1108/BPMJ-10-2019-0411

Wang, B.B., Wan, T.T., Burke, D.E., Bazzoli, G.J., & Lin, B.Y. (2005). Factors influencing health information system adoption in American hospitals. Health Care Management Review, 30(1), 44-51. https://doi.org/10.1097/00004010-200501000-00007 DOI: https://doi.org/10.1097/00004010-200501000-00007

Wang, S., Wan, J., Zhang, D., Li, D., & Zhang, C. (2016). Towards smart factory for industry 4.0: a self-organized multi-agent system with big data based feedback and coordination. Computer Networks, 101, 158-168. https://doi.org/10.1016/j.comnet.2015.12.017 DOI: https://doi.org/10.1016/j.comnet.2015.12.017

Warner, K.S., & Wäger, M. (2019). Building dynamic capabilities for digital transformation: an ongoing process of strategic renewal. Long Range Planning, 52(3), 326-349. https://doi.org/10.1016/J.LRP.2018.12.001 DOI: https://doi.org/10.1016/j.lrp.2018.12.001

Wee, S.H., Foong, S.Y., & Tse, M.S.C. (2014). Management control systems and organizational learning: design and use. Accounting Research Journal, 27(2), 169-187. https://doi.org/10.1108/ARJ-05-2013-0026 DOI: https://doi.org/10.1108/ARJ-05-2013-0026

Woodman, R.W., Sawyer, J.E., & Griffin, R.W. (1993). Toward a theory of organizational creativity. Academy of Management Review, 18(2), 293-321. https://doi.org/10.5465/amr.1993.3997517 DOI: https://doi.org/10.5465/amr.1993.3997517

Zou, J., & Jian, C. (2021). Does cloud computing improve team performance and employees' creativity?. Kybernetes, 51(2), 582-601. https://doi.org/10.1108/K-11-2020-0804 DOI: https://doi.org/10.1108/K-11-2020-0804

Published

2023-03-29

How to Cite

Souza, N. A., & Beuren, I. M. (2023). Digital transformation and startup performance: intervention of management information and entrepreneurial creativity. Journal of Accounting, Management and Governance, 25(3), 435–454. https://doi.org/10.51341/cgg.v25i3.2947

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Section

Scientific Article (Private and Third Sector Management & Accounting)

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