Risk-Based Procurement Controls and Cost Efficiency in Public Defense Purchasing: Evidence from Ukraine
DOI:
https://doi.org/10.5281/zenodo.18525743Keywords:
public procurement, defense purchasing, risk-based controls, price dispersion, cost efficiency, governance, Ukraine, contract microdataAbstract
Emergency defence procurement increases exposure to price dispersion, supplier opportunism, and documentation gaps, especially when purchases must balance speed with accountability. This study tests whether risk-based procurement controls, implemented through structured risk indicators and enhanced screening, are associated with improved cost efficiency and reduced price dispersion in comparable defence-related purchases in Ukraine. Using contract-level procurement microdata and category-specific unit-cost measures, the analysis compares contracts subject to risk-based controls with otherwise similar contracts processed under standard procedures. The empirical design combines exact and propensity-score matching on procurement category, contract value, delivery horizon, contracting authority characteristics, and supplier history, and then estimates post-matching differences in (i) (i) log unit prices, (ii) dispersion metrics within standardised categories (interquartile range and median absolute deviation), and (iii) outlier frequency based on pre-specified red-flag rules. Robustness checks vary matching algorithms, trimming rules, dispersion definitions, and subsamples defined by urgency and market concentration. The paper reports auditable effect estimates and provides governance recommendations focused on transparency, traceable documentation, and risk-calibrated controls that preserve operational timelines.
References
Abadie, A., & Imbens, G. W. (2006). Large sample properties of matching estimators for average treatment effects. Econometrica, 74(1), 235–267.
Rosenbaum, P. R., & Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70(1), 41–55.
Hirano, K., & Imbens, G. W. (2001). Estimation of causal effects using propensity score weighting: An application to data on right heart catheterization. Health Services and Outcomes Research Methodology, 2, 259–278.
Coviello, D., Guglielmo, A., & Spagnolo, G. (2018). The effect of discretion on procurement performance. Management Science, 64(2), 715–738.
Spagnolo, G. (2012). Reputation, competition, and entry in procurement. International Journal of Industrial Organization, 30(3), 291–296.
Auriol, E. (2006). Corruption in procurement and public purchase. International Journal of Industrial Organization, 24(5), 867–885.
Bajari, P., McMillan, R., & Tadelis, S. (2009). Auctions versus negotiations in procurement: An empirical analysis. Journal of Law, Economics, & Organization, 25(2), 372–399.
OECD. (2009). OECD principles for integrity in public procurement. OECD Publishing.
OECD. (2015). Recommendation of the Council on Public Procurement. OECD Publishing.
OECD. (2023). Managing risks in the public procurement of goods, services and infrastructure. OECD Publishing.
OECD. (2024). Digital transformation of public procurement. OECD Publishing.
International Monetary Fund. (2022). Assessing vulnerabilities to corruption in public procurement and their price impact (IMF Working Paper No. 2022/094).
World Bank. (2019). Warning signs of fraud and corruption in procurement (Guidance Note).
Open Contracting Partnership. (2024). Red flags in public procurement: A step-by-step guide.
Open Contracting Partnership. (2024). How to make better public procurement decisions with business intelligence: Insights from Ukraine. Open Contracting Partnership
Transparency International. (2017). Co-creation of ProZorro: Partnership for transparency in public procurement (Case study).
Transparency International Ukraine. (2023). Ways to process public procurement via free BI Prozorro module.
Transparency International Ukraine. (2024). How to make better public procurement decisions with business intelligence: Insights from Ukraine.
Harvard Kennedy School (Case/Publication). Overcoming Corruption and War — Lessons from Ukraine’s ProZorro procurement system. Harvard Kennedy School
European Commission, Open Source Observatory (OSOR). (2024). E-procurement Prozorro to support Ukrainian economy. Interoperable Europe Portal
EBRD. (2025). The impact of the ProZorro procurement system on the Ukrainian economy (Law in Transition Journal). EBRD
Center for Global Development. (2019). Examining the impact of e-procurement in Ukraine (Working Paper No. 511).
Open Government Partnership. (n.d.). Transparency in public procurement (ProZorro) commitment (Ukraine).
Rexhepi, B. R., Rexhepii, F. G., Xhaferi, B., Xhaferi, S., & Berisha, B. I. (2024). Financial accounting management: A case of Ege Furniture in Kosovo. Quality – Access to Success, 25(200). https://doi.org/10.47750/QAS/25.200.09 https://orcid.org/0000-0003-0202-034X
Daci, E., & Rexhepi, B. R. (2024). The role of management in microfinance institutions in Kosovo: Case study Dukagjini Region. Quality – Access to Success, 25(202). https://doi.org/10.47750/QAS/25.202.22 https://orcid.org/0000-0003-0202-034X
Murtezaj, I. M., Rexhepi, B. R., Dauti, B., & Xhafa, H. (2024). Mitigating economic losses and prospects for the development of the energy sector in the Republic of Kosovo. Economics of Development, 23(3), 82–92. https://doi.org/10.57111/econ/3.2024.82 https://orcid.org/0000-0003-0202-034X
Rexhepi, B. R., Mustafa, L., Sadiku, M. K., Berisha, B. I., Ahmeti, S. U., & Rexhepi, O. R. (2024). The impact of the COVID-19 pandemic on the dynamics of development of construction companies and the primary housing market: Assessment of the damage caused, current state, forecasts. Architecture Image Studies, 5(2). https://doi.org/10.48619/ais.v5i2.988 https://orcid.org/0000-0003-0202-034X
Murtezaj, I. M., Rexhepi, B. R., Xhaferi, B. S., Xhafa, H., & Xhaferi, S. (2024). The study and application of moral principles and values in the fields of accounting and auditing. Pakistan Journal of Life and Social Sciences, 22(2).* https://doi.org/10.57239/PJLSS-2024-22.2.00286 https://orcid.org/0000-0003-0202-034X
OECD. (2020). Public Procurement: Data, systems and integrity risk management (selected guidance & indicators).
Fazekas, M., Tóth, I. J., & King, L. P. (2016). An objective corruption risk index using public procurement data. European Journal on Criminal Policy and Research, 22, 369–397.
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