DEVELOPMENT FINANCE AND ECONOMIC SPILLOVERS: STUDY OF KAZAKHSTAN’S INDUSTRIAL SUPPORT
DOI:
https://doi.org/10.2478/eoik-2025-0104Keywords:
development finance, input–output multipliers, Kazakhstan, structural impact, public investment, transition economyAbstract
This study examines the structural effects of Development Financial
Institutions (DFIs) on Kazakhstan’s economy using an input–output (I-
O) multiplier framework. Despite growing public investment through
DFIs, empirical evidence on their sectoral impact remains scarce in
the Kazakhstani context. Addressing this gap, the research integrates
manually compiled sectoral DFI support data with national I–O ta-
bles across 68 sectors for the period 2012–2023, of which 31 sectors
received institutional support. The study’s originality lies in linking
macroeconomic structural indicators-such as output multipliers and
backward integration-with financial intervention data. The model in-
cludes investment (gross fixed capital formation), intersectoral linkag-
es, and a DFI support dummy, with export and final demand variables
excluded due to multicollinearity and stationarity concerns. The find-
ings show that DFI-supported sectors are associated with significant-
ly higher multipliers, suggesting that targeted support contributes to
stronger structural effects. While investment demonstrates diminishing
returns, backward integration remains positively correlated with eco-
nomic spillovers. The practical significance of the work lies in the fact
that its conclusions can be used in shaping public policy in Kazakhstan
and developing DFI strategies aimed at increasing structural multipli-
ers and the sustainability of the national economy.
References
Abor, J.Y., Dwumfour, R.A., Agbloyor, E.K. et al. Foreign direct investment and inclusive finance: do
financial markets and quality of institutions matter?. Empir Econ 67, 773–815 (2024). https://
doi.org/10.1007/s00181-024-02567-2
Agrarian Credit Corporation. (n.d.). Annual reports and financing programs overview. https://agrocredit.kz
Aizada, Z., Anar, Y., Ainur, M., Serik, D., & Azamat, Z. (2023). Financial planning as a tool for strength-
ening the company’s financial stability and sustainable development. Rivista Di Studi Sulla
Sostenibilità, 2023(1), 187–202. https://doi.org/10.3280/RISS2023-001011
Baiterek National Managing Holding. (n.d.). Annual reports. https://baiterek.gov.kz
Bolatbek, Y., Kakizhanova, T., Akhmetova, Z., Dildebayeva, Z., & Adiyetova, E. (2025). Creative Econ-
omy at the Nexus of Innovation, Digitalization and Education: ARDL and NARDL Approach
From Kazakhstan. ECONOMICS - Innovative and Economics Research Journal, 13(3), 147–
https://doi.org/10.2478/eoik-2025-0060
Damu Entrepreneurship Development Fund. (n.d.). Annual reports. https://damu.kz
Development Bank of Kazakhstan. (n.d.). Sectoral financing data and performance reports. https://www.kdb.kz
Edo, S. Digital transformation and financial development in emerging economies: regional variations
and policy contingencies. Digit. Econ. Sustain. Dev. 3, 12 (2025). https://doi.org/10.1007/
s44265-025-00063-8
Faisal, F., Isiksal, A.Z., Assi, A.F. et al. Financial risk, sustainable development, natural resources and
green finance: unveiling the shadow economy in the BRICST countries. Miner Econ, 38, 397–
(2025). https://doi.org/10.1007/s13563-025-00493-y
Gollin, D., & Kaboski, J. P. (2023). New views of structural transformation: insights from recent literature. Ox-
ford Development Studies, 51(4), 339–361. https://doi.org/10.1080/13600818.2023.2280748
Griffith-Jones, S., & Ocampo, J. A. (2018). The future of national development banks. Oxford University
Press. https://doi.org/10.1093/oso/9780198827948.003.0001
Griffith-Jones, S., & Tyson, J. (2012). The European Investment Bank and its Role in Regional De-
velopment and Integration. Chapter 10 in ‘The Transformations of the International Financial
System’ edited by Cintra, Marcos Antonio Macedo & Gomes, Keiti da Rocha. https://www.
stephanygj.net/papers/EIBRegDevIntegration2012.pdf
Hausmann, R., Hwang, J., & Rodrik, D. (2007). What you export matters. Journal of Economic Growth,
(1), 1–25. https://link.springer.com/article/10.1007/s10887-006-9009-4
Hamilton G, Gaaitzen J. de Vries (2025). The structural transformation of transition economies. World
Development 191 (2025) 106977. https://doi.org/10.1016/j.worlddev.2025.106977
Kazakhstan Bureau of National Statistics. (2022). Input–output tables of the Republic of Kazakhstan,
–2021. https://stat.gov.kz
Lambekova, A., Shuren, T., Imanbayev, A., Bekish, U., & Zhadigerova, G. (2025). Diversification
of business through digital technologies: Case study of Kazakhstan industrial companies.
ECONOMICS - Innovative and Economics Research Journal, 13(3), 429–448. https://doi.
org/10.2478/eoik-2025-0073
Leontief, W. (1986). Input-output economics (2nd ed.). Oxford University Press. https://liremarx.
noblogs.org/files/2020/02/Wassily-Leontief-Input-Output-Economics-Oxford-Universi-
ty-Press-USA-1986.pdf
Lin, J. Y., & Monga, C. (2011). Growth identification and facilitation: The role of the state in the dynam-
ics of structural change. Development Policy Review, 29(3), 259–310. https://doi.org/10.1111/
j.1467-7679.2011.00534.x
Mazzucato, M., & Penna, C. C. R. (2016). Beyond market failures: The market creating and shaping
roles of state investment banks. Journal of Economic Policy Reform, 19(4), 305–326. https://
doi.org/10.1080/17487870.2016.1216416
Aubakirova M. et al. / Economics - Innovative and Economics Research Journal, doi: 10.2478/eoik-2025-0104
Miller, R. E., & Blair, P. D. (2009). Input–output analysis: Foundations and extensions (2nd ed.). Cam-
bridge University Press. https://doi.org/10.1017/CBO9780511626982
Melecky M, Di Benedetta P (2023). Braced for Impact Reforming Kazakhstan’s National Financial
Holding for Development Effectiveness and Market Creation. Washington. World Bank. https://
books.google.rs/books?hl=en&lr=&id=KLXmEAAAQBAJ&oi=fnd&pg=PP1&dq=Braced+-
for+Impact+Reforming+Kazakhstan%E2%80%99s+National+Financial+Holding+for+De-
velopment+Effectiveness+and+Market+Creation&ots=b5KG1FUO5X&sig=fUt-05tX-
vAKBv4IV-KsWty1rG0o&redir_esc=y#v=onepage&q=Braced%20for%20Impact%20
Reforming%20Kazakhstan%E2%80%99s%20National%20Financial%20Holding%20for%20
Development%20Effectiveness%20and%20Market%20Creation&f=false
McCall, J. R., & Hoyman, M. M. (2021). Community Development Financial Institution (CDFI) pro-
gram evaluation: a luxury but not a necessity? Community Development, 54(1), 91–121. https://
doi.org/10.1080/15575330.2021.1976807
Nawaz, A., Li, Z. & Su, C.W. Inquisitive exploration of green finance, social finance, and capital forma-
tion in shaping economic development: insights from BRICS Countries. Discov Sustain 5, 332
(2024). https://doi.org/10.1007/s43621-024-00548-0
Rodrik, D. (2004). Industrial policy for the twenty-first century. CEPR Discussion Paper No. 4767.
https://doi.org/10.2139/ssrn.617544
Rodrik, D. (2006). What’s so special about China’s exports? China & World Economy, 14(5), 1–19.
https://doi.org/10.1111/j.1749-124X.2006.00038.x
Sadyrova, M., Yusupov, K. & Imanbekova, B. Innovation processes in Kazakhstan: development fac-
tors. J Innov Entrep 10, 36 (2021). https://doi.org/10.1186/s13731-021-00183-3
Shakeyev, S., Baineyeva, P., Kosherbayeva, A., Yessenova, G., & Zhanseitov, A. (2023). Enhancing
the Green Energy Revolution: Analyzing the Impact of Financial and Investment Processes
on Renewable Energy Projects in Kazakhstan. Economics Innovative and Economics Research
Journal, 11(1), 165–182. https://doi.org/10.32479/ijeep.19673
Sundberg, M. (2023). Local Recruits in Development Finance Institutions: Relocating Global North-
South Divides in the International Aid Industry. The Journal of Development Studies, 59(11),
–1651. https://doi.org/10.1080/00220388.2023.2232915
Thurlow, J. (2008). A recursive dynamic computable general equilibrium model. In T. B. Randriama-
monjy (Ed.), Regional trade and human development in Southern Africa, 17–62. IFPRI. http://
dx.doi.org/10.2499/9780896291959
Todorova, V., Moraliyska, M., Raycheva, I. (2025). Decentralization in International Payments and the
Evolving Role of SWIFT. Collection of papers new economy, 3, 1-16. https://doi.org/10.61432/
CPNE0301001t
UNIDO. (2020). Industrial development report 2020: Industrializing in the digital age. United Nations
Industrial Development Organization. https://www.unido.org/sites/default/files/unido-publica-
tions/2023-03/UNIDO-IDR2020-main-report-en.pdf
Warner, A. M. (2014). Sectoral investment and economic growth: A stylized model. IMF Working Paper
No. 10/36. https://www.imf.org/external/pubs/ft/wp/2014/wp14148.pdf
Yasmin, T., El Refae, G. A., Eletter, S., & Kaba, A. (2022). Examining the Total Factor Productivity
Changing Patterns in Kazakhstan: An Input-Output Analysis. Journal of Eastern European and
Central Asian Research, 9(6), 938-950. https://doi.org/10.15549/jeecar.v9i6.958
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