Data Analysis in Polish Enterprises - The Use of Data Analysis in Making Strategic Decisions
By: Emil Zelma
References
- Algolytics (2025). Assessment of the maturity of Polish companies in the area of data analysis and AI. Retrieved form:
https://all.algolytics.com/hubfs/Raport_BadanieAI2025/Algolytics_2025_Ocena_dojrzalosci_polskich_firm_AI_analiza_danych.pdf?utm_campaign=Raport%20dojrza%C5%82o%C5%9B%C4%87%20AI&utm_medium=email&_hsenc=p2ANqtz-_06Dw_WWp3xgB8P2uQ-zf_54GGiHmKdsObiY_TaDc68E4HlyHyVQAOyVPFWCR26AqKZ755WLxB5CRjnbeRZcfUqBqMUw&_hsmi=106758803&utm_content=106758803&utm_source=hs_automation (access: 19.03.2026) - Asgary, A., Özdemir, A.I., Özyürek, H. (2020). Small and medium enterprises and global risks: evidence from manufacturing SMEs in Turkey. International Journal of Disaster Risk Science, 11(1), pp. 59–73.
- Baran, M. (2021). Strategic information and its systemic processing in the space of current scientific discourse. Journal of Management and Financial Sciences, 17(52), pp. 77–90.
- Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), pp. 99–120.
- Baruch, Y., Holtom, B.C. (2008). Survey response rate levels and trends in organizational research. Human Relations, 61(8), pp. 1139–1160.
- Batko, K.M., Ślęzak, A. (2022). The use of big data analytics in healthcare. Journal of Big Data, 9(1), pp. 1–24.
- Bieńkowska, A., Kral, Z., Zabłocka-Kluczka, A. (2017). IT tools used in the strategic controlling process – Polish national study results. Prospectives of Business and Entrepreneurship Development in Digital Age. Economic, Management, Finance and System Engineering from the Academic and Practitioners Views.
- Cao, G., Duan, Y. (2017). How do top- and bottom-performing companies differ in using business analytics? Journal of Enterprise Information Management, 30(6), pp. 874–892.
- Cheah, S., Wang, S. (2017). Big data-driven business model innovation by traditional industries in the Chinese economy. Journal of Chinese Economic and Foreign Trade Studies, 10(3), pp. 229–251.
- Choi, T.-M., Wallace, S. W., & Wang, Y. (2018). Big data analytics in operations management. Production and Operations Management, 27(10), 1868–1883.
- Cosic, R., Shanks, G., Maynard, S. (2015). A business analytics capability framework. Australasian Journal of Information Systems, 19, pp. 5–19.
- Gawin, B., Marcinkowski, B. (2017). Business intelligence in facility management: determinants and benchmarking scenarios for improving energy efficiency. Information Systems Management, 34(4), pp. 347–358.
- Hair, J.F., Black, W.C., Barry, J.B., Anderson, R.E. (2019). Multivariate Data Analysis (8th ed.). Cengage
- Klimecka-Tatar, D., Ingaldi, M. (2022). Digitization of processes in manufacturing SMEs - value stream mapping and OEE analysis. Procedia Computer Science, 200, pp. 660–668.
- Lindgardt, Z., Reeves, M., Stalk, G., Deimler, M. S. (2009). Business model innovation: When the game gets tough, change the game. Boston, MA: The Boston Consulting Group.
- Liu, P., Bell, R. (2019). Exploration of the initiation and process of business model innovation of successful Chinese ICT enterprises. Journal of Entrepreneurship in Emerging Economies, 11(4), pp. 515–536.
- Łobaziewicz, M. (2019). Data & information management in decision making processes in an intelligent enterprise. International Journal of Advanced Trends in Computer Science and Engineering, 8(1.1), pp. 273–279.
- Mandal, S. (2019). The influence of big data analytics management capabilities on supply chain preparedness, alertness and agility: an empirical investigation. Information Technology and People, 32(2), pp. 297–318.
- Mehdi, N. (2018). Big data, smart cities, intelligent buildings – surveying in a digital world. London: RICS.
- Noga, G. (2018). Problems of adapting enterprises in the strategy implementation process. Case of Poland. Business, Management and Economics Engineering, 16, pp. 222–238.
- Pech, M., Vrchota, J. (2020). Classification of small- and medium-sized enterprises based on the level of Industry 4.0 implementation. Applied Sciences, 10(15), 5150, pp. 1–22.
- Schlögl, C. (2005). Information and knowledge management: Dimensions and approaches. Information Research. An International Electronic Journal, 10(4), pp. 1–17.
- Shamim, S., Zeng, J., Khan, Z., & Zia, N. U. (2020). Big data analytics capability and decision making performance in emerging market firms: The role of contractual and relational governance mechanism. Technological Forecasting and Social Change, 161(120315).
- Surma-Syta, A., Majek, A. (2021). The use of accounting for financial management by small and medium enterprises in Poland. European Research Studies Journal, Volume XXIV, Special Issue 1, pp. 741–750.
- Szopa, Ł., Cyplik, P. (2020). The concept of building a digital transformation model for enterprises from the SME Sector. LogForum, 16(4), pp. 593–601.
- Teijlingen, E., Hundley, V. (2001). The importance of pilot studies. Social Research Update, 35, pp. 1–4.
- Wang, G., Gunasekaran, A., Ngai, E. W. T., & Papadopoulos, T. (2016). Big data analytics in logistics and supply chain management: Certain investigations for research and applications. International Journal of Production Economics, 176, 98–110.
- Weinert, A. (2019). Otwartość strategiczna przedsiębiorstw a systemy IT wspomagające zarządzanie. Studia i Prace Kolegium Zarządzania i Finansów, 175, pp. 213–228.
- Wiśniewski, Z. (2013). Analiza systemowa w zarządzaniu. Zeszyty Naukowe Państwowej Wyższej Szkoły Zawodowej we Włocławku. Ekonomia i Zarządzanie, 6, pp. 7–24.
- Wu, Q., Yan, D., & Umair, M. (2023). Assessing the role of competitive intelligence and practices of dynamic capabilities in business accommodation of SMEs. Economic Analysis and Policy, 77, 1103–1114.
- Zelma, E. (2025). Implementation of data-driven organisation practises in SME enterprises. Scientific Papers of Silesian University of Technology. Organization and Management Series, 2025(231), pp. 669–681
- Zhou, J. (2013). Digitalization and intelligentization of manufacturing industry. Advanced Manufacturing, 1(1), pp. 1–7.
- Zimon, G. (2018). Influence of group purchasing organizations on financial situation of Polish SMEs. Oeconomia Copernicana, Institute of Economic Research, 9(1), pp. 87–104.
Language: English
Page range: 185 - 196
Published on: Sep 15, 2026
Published by: Jagiellonian University
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
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© 2026 Emil Zelma, published by Jagiellonian University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.