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Economic Efficiency of Agile Methodologies in IT Project Management: A Comparative Structural Analysis

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Author(s):
  • Olena KINDRAT Department of IT Management, Stepan Gzhytskyi National University of Veterinary Medicine and Biotechnologies Lviv, Ukraine
  • Dmytro NIKOLAIENKO Faculty of Information Technologies, Computer Science, National University of Life and Environmental Sciences of Ukraine, Ukraine
  • Oleh VASYLENKO Department of Information Systems and Technologies, Finance and Management, Ukrainian Institute of Arts and Sciences, Ukraine
  • Iuliia KOTELNIKOVA Enterprise Economics and Business Organization Department, Simon Kuznets Kharkiv National University of Economics, Ukraine
  • Nadiia FESOKHA Department of Computer Information Technologies, Kruty Heroes Military Institute of Telecommunications and Information Technologies, Ukraine
Abstract:

This study is an attempt to compare the effectiveness of Agile (Scrum) and Waterfall methodologies in IT project management. The primary focus has been given to the Ukrainian software development framework. The investigation covers four weeks and two matched teams of 6-8 IT professionals. The selection is based on comparable skill levels and expertise. The task of identical software development was assigned under meticulous conditions. The Agile group tracked a Scrum framework, while the Waterfall group observed a linear phase model. Jira and Microsoft Project have been employed as tools of Project management, along with automated testing tools and standardized Likert-scale satisfaction surveys. The findings of the study reveal that the Agile team is more significant (mean = 20.14 days) compared to the Waterfall team (mean = 25.29 days; p < 0.05). Moreover, the satisfaction score of Agile is also reportedly higher alongside the production of software with fewer and less severe bugs (mean = 5.14 vs. 7.86; p < 0.05). Similarly, the outcomes of correlation analysis divulge strong associations between delivery time, team morale, and product quality. On the other side, qualitative ripostes further reinforced these outcomes. The findings offer worthwhile visions for Ukrainian information technology firms navigating a highly competitive and export-driven global market. Agile methodologies not only provide faster delivery and improve quality but also foster internal team cohesion. This study provides empirical evidence for organisational leaders to invest in Agile adoption and training as a strategic lever for performance enhancement and global competitiveness.


Copyright© 2026 The Author(s). This article is distributed under the terms of the license CC-BY 4.0., which permits any further distribution in any medium, provided the original work is properly cited.


Article’s History: Received 15th of January, 2025; Revised 13th of February, 2026; Accepted 12th of March, 2026; Available online: 30th of March, 2026. Published as article in the Volume XXI, Spring, Issue 2(92), March, 2026.



How to cite:

Kindrat, O., Nikolaienko, D., Vasylenko, O., Kotelnikova, Iu., & Fesokha, N. (2026). Economic Efficiency of Agile Methodologies in IT Project Management: A Comparative Structural Analysis. Journal of Applied Economic Sciences, Volume XXI, Spring, 2(92), 595–611. https://doi.org/10.57017/jaes.v21.4(92).12


Acknowledgments/Funding: The authors received no financial or material support that could have influenced the results or their interpretation.


Conflict of Interest Statement: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.


Data Availability Statement: The data supporting the findings of this study are available from the corresponding author upon reasonable request.


Ethical Approval Statement: This study involved human participants and was conducted in accordance with applicable national regulations and international ethical standards for research involving human subjects. All participants were informed about the purpose and procedures of the study and provided informed consent prior to participation. Participation was voluntary, and anonymity and confidentiality were strictly ensured throughout the data collection and analysis process. No sensitive personal data were collected.


References:

Alami, A., Zahedi, M., & Krancher, O. (2024). The role of psychological safety in promoting software quality in agile teams. Empirical Software Engineering, 29(5), 119. https://doi.org/10.1007/s10664-024-10512-1


Almalki, S. S. (2025). AI-driven decision support systems in agile software project management: Enhancing risk mitigation and resource allocation. Systems, 13(3), 208. https://doi.org/10.3390/systems13030208


Archakov, I., & Hansen, P. R. (2024). A canonical representation of block matrices with applications to covariance and correlation matrices. Review of Economics and Statistics, 106(4), 1099–1113. https://doi.org/10.1162/rest_a_01258


Asl, R. S., Khajeh, M. B., Pasban, M., & Rostamzadeh, R. (2024). Proposing an integrated supply chain model using multiple approaches. International Journal of Agile Systems and Management, 17(1), 46–87. https://doi.org/10.1504/IJASM.2024.135369


Alsalman, F. A., & Chyad, S. A. (2025). Impact of emotional intelligence on leadership and team dynamics in agile software engineering projects. IEEE Access, 13, 74217–74228. https://doi.org/10.1109/ACCESS.2025.3563424


Awan, A., Saleem, S., & Khan, S. (2024). Navigating sustainable development: Exploring the environmental Kuznets curve in the SAARC region with global stochastic trends. Environment, Development and Sustainability, 26(12), 31489–31510. https://doi.org/10.1007/s10668-024-04505-9


Badr, M. M., & Tageldin, M. H. A. (2024). Model assumptions testing of annual ryegrass-Egyptian clover cultivars component in mixtures and repeated-measure harvests. Annals of Agricultural Science (Moshtohor), 62(4), 51–66. https://doi.org/10.21608/assjm.2025.324602.1316


Benlian, A., Pinski, M., & Adam, M. (2025). Team-enacted use versus developer-needed use of agile practices: How perceptual (in-)congruence and team feedback-seeking shape developer well-being. Information Systems Research, 36(2), 647–661. https://doi.org/10.1287/isre.2023.0402


Bodur, S., Topal, S., Gürkan, H., & Edalatpanah, S. A. (2024). A Novel Neutrosophic Likert Scale Analysis of Perceptions of Organizational Distributive Justice via a Score Function: A Complete Statistical Study and Symmetry Evidence Using Real-Life Survey Data. Symmetry, 16(5), 598. https://doi.org/10.3390/sym16050598


Böhmann, T., Roth, A., Satzger, G. et al. (2025). Continuous value shaping: A boundary concept for innovating service innovation approaches. Electronic Markets, 35(1), 27. https://doi.org/10.1007/s12525-025-00771-1


Chauhan, D., Jain, C., Singh, V., & Yadav, A. P. (2025). Design and implementation of a CI/CD DevOps pipeline for automated and continuous software deployment. International Journal of DevOps, 2(1), 11–30. https://doi.org/10.34218/IJDO_02_01_002


Clarke, E. J. (2024). Feeling safe to speak up: The role of leader behaviors and psychological safety in the formal hierarchical context of New Zealand legal practice [Doctoral dissertation, University of Canterbury]. https://doi.org/10.26021/15520


Dai, Y., Zhao, Z., Sui, J., & Xu, J. (2025). The impact of delayed retirement on labor employment, fertility rate and economic growth in China. International Review of Economics & Finance, 100, 104103. https://doi.org/10.1016/j.iref.2025.104103


Danilyan, O. G., Kalynovskyi, Y. Y., Dzоban, O., & Saltanov, M. (2023). Value aspects of the safe existence of social systems in an unstable world. Cogito – Multidisciplinary Research Journal, 15(4), 60–78. https://cogito.ucdc.ro/COGITO_DECEMBER_2023.pdf 


Delbaere, K., Valenzuela, T., Lord, S. R, Clemson, L., Zijlstra, G. A. R., & Close, J. C. T. (2021). E-health StandingTall balance exercise for fall prevention in older people: Results of a two-year randomized controlled trial. BMJ, 373, 123–136. https://doi.org/10.1136/bmj.n740


Ding, J. (2024). Machine failing: How systems acquisition and software development flaws contribute to military accidents. Artificial Intelligence, 8(1). https://doi.org/10.26153/tsw/58064


Duffy, A., Boroumandzad, N., Sherman, A. L., Christie, G., Riadi, I., & Moreno, S. (2025). Examining Challenges to Co-Design Digital Health Interventions with End Users: Systematic Review. Journal of Medical Internet Research, 27, e50178. https://doi.org/10.2196/50178 


Feltynowski, M. (2025). Union Civil Protection Mechanism as an international policy tool supporting Ukraine. Polish Political Science Yearbook, 54(1), 165–179. https://doi.org/10.15804/ppsy202304


Fleury, A. (2025). The evolution of work design models toward I5.0 human centrism and beyond. Production, 35, e20240116. https://doi.org/10.1590/0103-6513.20240116 


Forouzesh Nejad, A. A., Arabikhan, F., Gegov, A., Jafari, R., & Ichtev, A. (2025). Data-Driven Predictive Modelling of Agile Projects Using Explainable Artificial. Electronics, 14(13), 2609. https://doi.org/10.3390/electronics14132609


Hala, L., & Nabok, O. (2024). Analysis of regulatory implementation of Regulation 536/2014 by European Union countries and Ukraine regarding the examination of clinical trials data and information. Pharmacia, 71, 1–11. https://doi.org/10.3897/pharmacia.71.e109829


Hansen, K., & Świderska, A. (2024). Integrating open- and closed-ended questions on attitudes towards outgroups with different methods of text analysis. Behavior Research Methods, 56(5), 4802–4822. https://doi.org/10.3758/s13428-023-02218-x
 


Harper, C. V., McCormick, L. M., & Marron, L. (2024). Face-to-face vs. blended learning in higher education: A quantitative analysis of biological science student outcomes. International Journal of Educational Technology in Higher Education, 21(1), 2. https://doi.org/10.1186/s41239-023-00435-0


Hrebeshkova, O., Kyzenko, O., & Verba, V. (2025). Emergent approach to business resilience: A study of Ukrainian enterprises. Business: Theory and Practice, 26(1), 212–222. https://doi.org/10.3846/btp.2025.22798


Hussain, S., Anwaar,H., Kashif, S., Umar, M., Sherjeel, F., Karamat, T., & Toure, I. K. (2024). Mitigating software vulnerabilities through secure software development with a policy‐driven waterfall model. Journal of Engineering, 1, 9962691. https://doi.org/10.1155/2024/9962691


Jing, M., Guo, Z., Wu, X., Yang, Z., & Wang, X. (2025). Higher Education Digital Academic Leadership: Perceptions and Practices from Chinese University Leaders. Education Sciences, 15(5), 606. https://doi.org/10.3390/educsci15050606 


Khan, S., Azam, M., Ozturk, I., & Saleem, S. (2022). Analysing association in environmental pollution, tourism and economic growth: Empirical evidence from the Commonwealth of Independent States. Journal of Asian and African Studies, 57(8), 1544–1561. https://doi.org/10.1177/00219096211058881


Khan, S., Tariq, M., & Khan, M. A. (Eds.). (2025). Exploring the impact of monetary policy and institutional quality on inflation, investment, and economic growth in G-10 economies. Natural Resources Forum. Wiley Online Library. https://doi.org/10.1111/1477-8947.70005


Khlamov, S., Mendielieva, M., Vovk, O., & Deineko, Z. (2025). Comparative Analysis of Jmeter and Postman for API-Based Performance Testing. CEUR Workshop Proceedings, 4048, 426–440. https://ceur-ws.org/Vol-4048/paper34.pdf 


Krasnykov, Y., Ninyuk, I., Storozhenko, L., Marukhlenko, O., & Kruhlov, V. (2024). Impact of digital public services on governance efficiency. Telos: Revista de Estudios Interdisciplinarios en Ciencias Sociales. https://elibrary.kubg.edu.ua/id/eprint/48925/1/O_Marukhlenko_TELOS_26 _1_2024_FEU.pdf 


Krizmanić, V., & Milovanović, A. (2025). From space to satisfaction: Investigating architectural interior determinants of quality work environments. Buildings, 15(13), 2256. https://doi.org/10.3390/buildings15132256


Linde, L., Frishammar, J., & Parida, V. (2021). Revenue models for digital servitization: A value capture framework for designing, developing, and scaling digital services. IEEE Transactions on Engineering Management, 70(1), 82–97. https://doi.org/10.1109/TEM.2021.3053386


Lortie, J., Cox, K., DeRosset, S., Thompson, R., & Kelly, S. (2025). Unpacking the minimum viable product (MVP): A framework for use, goals and essential elements. Journal of Small Business and Enterprise Development, 32(1), 212–235. https://doi.org/10.1108/JSBED-02-2024-0075 


Magistretti, S., & Trabucchi, D. (2025). Agile-as-a-tool and agile-as-a-culture: A comprehensive review of agile approaches adopting contingency and configuration theories. Review of Managerial Science, 19(1), 223–253. https://doi.org/10.1007/s11846-024-00745-1


Мasyk, M., Buryk, Z., Radchenko, O., Saienko, V., &. Dziurakh, Y. (2023). Criteria for governance’ institutional effectiveness and quality in the context of sustainable development tasks. International Journal for Quality Research, 17(2), 501–514. https://doi.org/10.24874/IJQR17.02-13

Milewska, B., & Milewski, D. (2025). Lean, agile, and Six Sigma: Efficiency and the challenges of today’s world-Is it time for a change? Sustainability, 17(8), 3617. https://doi.org/10.3390/su17083617
 

Moreno, F., Forcael, E., Romo, R., Orozco, F., Moroni, G., & Baesler, F. (2024). Agile Project Management in the Pre-Construction Stage: Facing the Challenges of Projectification in the Construction Industry. Buildings, 14(11), 3551. https://doi.org/10.3390/buildings14113551


Morgulets, O., Nyshenko, O., & Zinchenko, O. (2020). Implementation of business process outsourcing at the enterprise. Financial and Credit Activity: Problems of Theory and Practice, 3(34), 283–292. https://doi.org/10.18371/fcaptp.v3i34.215522


Natarajan, T., & Pichai, S. (2024a). Transition from waterfall to agile methodology: An action research study. IEEE Access, 12, 49341–4962. https://doi.org/10.1109/ACCESS.2024.3384097


Natarajan, T., & Pichai, S. (2024b). Behaviour-driven development and metrics framework for enhanced agile practices in scrum teams. Information and Software Technology, 170, 107435. https://doi.org/10.1016/j.infsof.2024.107435


Neumann, O., Kirklies, P.-C., & Hadorn, S. (2024). Does agile improve value creation in government? Information Polity, 29(2), 235–252. https://doi.org/10.3233/IP-230060


Ribeiro, J. E. F., Silva, J. G., & Aguiar, A. (2024). Weaving agility in safety-critical software development for aerospace: From concerns to opportunities. IEEE Access, 12(10), 52778–52802. https://doi.org/10.1109/ACCESS.2024.3387730


Ribeiro, J. E. F., Silva, J. G., & Aguiar, A. (2025). Scrum4DO178C: An agile process to enhance aerospace software development for DO-178C compliance – a case study at criticality level A. IEEE Access, 13, 62318. https://doi.org/10.1109/ACCESS.2025.3559803


Rivera Ibarra, J., Borrego, G., & Palacio, R. (2024). Early estimation in agile software development projects: A systematic mapping study. Informatics, 11(4), 81. https://doi.org/10.3390/informatics11040081


Saeeda, H., Ovais Ahmad, M., & Gustavsson, T. (2024). Navigating social debt and its link with technical debt in large-scale agile software development projects. Software Quality Journal, 32(4), 1581–1613. https://doi.org/10.1007/s11219-024-09688-y


Slaeat, F. (2024). The impact of poor planning on the duration and cost of projects: The implications of poor planning on projects. Mesopotamian Journal of Civil Engineering, 60–81. https://doi.org/10.58496/MJCE/2024/009


Tkach, O., Saienko, V., Vader, T., Morhulets, O., & Bielikova, N. (2024). Responsible management in administrative management: Innovative approaches and forecasts. Amazonia Investiga, 13(83), 126–141. https://doi.org/10.34069/AI/2024.83.11.10


Uematsu, A., Yang, M., Washizaki, H., Ubayashi, N., Takahashi, J., Takagi, Y. (2025). Analysis System of Agile Software Development Process Metrics and User Satisfaction. Journal of Information Processing, 33, 314–324. https://doi.org/10.2197/ipsjjip.33.314 


Umar, M., & Lano, K. (2024). Advances in automated support for requirements engineering: A systematic literature review. Requirements Engineering, 29(2), 177–207. https://doi.org/10.1007/s00766-023-00411-0


Vassos, V., Voltezou, A., Stavropoulos, A., Stavropoulou, E., Stefanis, C., Tsigalou, C., Nena, E., Chatzaki, E., Constantinidis, T. C., & Bezirtzoglou, E. (2024). The Role of Total Quality Management in the Pharmaceutical, Food, and Nutritional Supplement Sectors. Foods, 13(16), 2606. https://doi.org/10.3390/foods13162606 


Vdovichen, A., Vdovichena, O., Chychun, V., Zelich, V. & Saienko, V. (2023). Communication management for the successful promotion of goods and services in conditions of instability: Attempts at scientific reflection. International Journal of Organizational Leadership, 12, 1st Special Issue, 37–65. https://doi.org/10.33844/ijol.2023.60364


Wawak, S. (2025). Enhancing project quality through effective requirements management. International Journal for Quality Research, 19(1). https://doi.org/10.24874/IJQR19.01-10


Zahorodna, O., Saienko, V., Tolchieva, H., Tymoshchuk, N., Kulinich, T., & Shvets, N. (2022). Developing Communicative Professional Competence in Future Economic Specialists in the Conditions of Postmodernism. Postmodern Openings, 13(2), 77–96. https://doi.org/10.18662/po/13.2/444


Žáček, M., Hamplová, A., Tyrychtr, J., & Vrana, I. (2025). Improvements for the Planning Process in the Scrum Method. Applied Sciences, 15(1), 202. https://doi.org/10.3390/app15010202 


Zybin, S., Khoroshko, V., & Kuzavkov, V. (2025). Organization method of computing processes in multiprocessor computing systems. In Z. Hu, F. Yanovsky, I. Dychka, & M. He (Eds.), Advances in computer science for engineering and education VII, Lecture Notes on Data Engineering and Communications Technologies, 242, 132–141. https://doi.org/10.1007/978-3-031-84228-3_11