espEconomy: strategy and practiceEconomy: strategy and practice1997-99672663-550XИнститут экономики10.51176/1997-9967-2025-2-145-160esp-1604Research ArticleРЕГИОНАЛЬНАЯ ЭКОНОМИКАREGIONAL ECONOMYОценка влияния интеллектуального капитала высшего образования на региональные диспропорции в КазахстанеEvaluation of the Influence of Higher Education Intellectual Capital on Regional Inequalities in Kazakhstanhttps://orcid.org/0000-0001-9919-9061ЖангалиеваК. Н.ZhangaliyevaK. N.

PhD докторант, научный сотрудник

Алматы

PhD student, Researcher

28 Shevchenko str., Almaty

k.zhangalieva@gmail.comhttps://orcid.org/0000-0003-4019-878XУмирзаковС. Ы.UmirzakovS. Y.

д.э.н., ассоциированный профессор

Алматы

Doc. Sc. (Econ.), Associate Professor

55 Zhandossova str., Almaty

samazhan.umirzakov@narxoz.kzОмаровА. К.OmarovA. K.

PhD докторант, научный сотрудник

Алматы

PhD student, Researcher

28 Shevchenko str., Almaty

akedil1981@mail.ruИнститут экономики КН МНВО РККазахстанInstitute of Economics CS MSHE RKKazakhstanУниверситет НархозКазахстанNarxoz universityKazakhstan202514072025202145160Copyright © Жангалиева К.Н., Умирзаков С.Ы., Омаров А.К., 20252025Жангалиева К.Н., Умирзаков С.Ы., Омаров А.К.Zhangaliyeva K.N., Umirzakov S.Y., Omarov A.K.Данная работа распространяется под лицензией Creative Commons Attribution 4.0.This work is licensed under a Creative Commons Attribution 4.0 License.https://esp.ieconom.kz/jour/article/view/1604

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In the context of digital transformation and rapid globalization, the analysis of the contribution of universities to the formation of intellectual capital as a source of inclusive regional growth becomes particularly relevant. This article aims to identify the relationship between the level of intellectual capital in universities and regional imbalances in Kazakhstan. To achieve this goal, we use a methodology that includes constructing an integral intellectual capital index based on three components - human, structural, and relational - using normalization and factor analysis as well as regression analysis. Official data from the Bureau of National Statistics for 20 Kazakhstani regions for the years 2015, 20, and 23 was used as empirical evidence. The results showed that the university’s intellectual capital index had a statistically significant effect on GRP per capita growth, confirming its role as an engine of economic development. Moreover, the strength and direction of the impact vary depending on the level of IC: regions with high IC tend to benefit from its growth, while in low-IC regions the effect may be neutral or even negative. In addition, the impact on nominal income turned out to be insignificant (p=0.857) and the Gini coefficient showed a significant increase with IQ increase (coefficients of 0.371 and 0. 370; p=0.008). This may indicate a concentration of benefits among individual social groups, emphasizing the need for regional policy adaptation in higher education and science. Future research should focus on in-depth analysis of individual universities’ innovation potential, knowledge transfer, and interactions with regional economies.

Intellectual CapitalEducationHigher EducationSocial DevelopmentEconomic GrowthRegional InequalityRegional Strategythis research has been funded under the grant funded by the Committee of Science MSHE RK “Imbalances in the development of the economy and social sphere of problem regions of Kazakhstan and their risks: factors, assessment, possible scenarios, leveling mechanisms” (AP23488456).ReferencesAndriessen, D. (2004). IC valuation and measurement: classifying the state of the art. Journal of Intellectual Capital, 5(2), 230-242. https://doi.org/10.1108/14691930410533669Andriessen, D. (2004). IC valuation and measurement: classifying the state of the art. Journal of Intellectual Capital, 5(2), 230-242. https://doi.org/10.1108/14691930410533669Bucheli, V., Díaz A., Calderón, J., Lemoine, P., Valdivia, J., Villaveces, J. & Zarama, R. (2012). Growth of scientific production in Colombian universities: An intellectual capital-based approach. Scientometrics, 91(2), 369-382. https://doi.org/10.1007/s11192-012-0627-7Bucheli, V., Díaz A., Calderón, J., Lemoine, P., Valdivia, J., Villaveces, J. & Zarama, R. (2012). Growth of scientific production in Colombian universities: An intellectual capital-based approach. Scientometrics, 91(2), 369-382. https://doi.org/10.1007/s11192-012-0627-7Carayannis, E. G., Barth, T. D., & Campbell, D. F. (2012). The quintuple helix innovation model: Global warming as a challenge and driver for innovation. Journal of Innovation and Entrepreneurship, 1, 2. https://doi.org/10.1186/2192-5372-1-2Carayannis, E. G., Barth, T. D., & Campbell, D. F. (2012). The quintuple helix innovation model: Global warming as a challenge and driver for innovation. Journal of Innovation and Entrepreneurship, 1, 2. https://doi.org/10.1186/2192-5372-1-2Edvinsson, L., & Malone, M. S. (1997). Intellectual Capital: Realizing Your Company’s True Value by Finding Its Hidden Brainpower. Harper Business.Edvinsson, L., & Malone, M. S. (1997). Intellectual Capital: Realizing Your Company’s True Value by Finding Its Hidden Brainpower. Harper Business.Etzkowitz, H., & Leydesdorff, L. (2000). The dynamics of innovation: from National Systems and “Mode 2” to a Triple Helix of university–industry–government relations. Research Policy, 29(2), 109–123. https://doi.org/10.1016/S0048-7333(99)00055-4Etzkowitz, H., & Leydesdorff, L. (2000). The dynamics of innovation: from National Systems and “Mode 2” to a Triple Helix of university–industry–government relations. Research Policy, 29(2), 109–123. https://doi.org/10.1016/S0048-7333(99)00055-4Fedolyak V.S. (2008). Mezhregional’nye disproporcii social’no-ekО9-1-16-20Fedolyak V.S. (2008). Mezhregional’nye disproporcii social’no-ekО9-1-16-20Floerkemeier, H., & Spatafora, N. (2021). Regional disparities, growth, and inclusiveness. IMF Working Paper, 36. https://doi.org/10.5089/9781513569505.001Floerkemeier, H., & Spatafora, N. (2021). Regional disparities, growth, and inclusiveness. IMF Working Paper, 36. https://doi.org/10.5089/9781513569505.001Grinchel, B., & Nazarova, E. (2022). Disproportsii i sbalansirovannost’ sotsial’no-ekonomicheskogo razvitiya regionov Severo-Zapadnogo federal’nogo okruga [Disproportions and balancing of social and economic development of regions of the north-western Federal District]. Regional Economics and Territorial Development, 16, 22–33. https://doi.org/10.52897/978-5-7310-5861-22022-16-1-22-33Grinchel, B., & Nazarova, E. (2022). Disproportsii i sbalansirovannost’ sotsial’no-ekonomicheskogo razvitiya regionov Severo-Zapadnogo federal’nogo okruga [Disproportions and balancing of social and economic development of regions of the north-western Federal District]. Regional Economics and Territorial Development, 16, 22–33. https://doi.org/10.52897/978-5-7310-5861-22022-16-1-22-33Hospers, G. J., & Benneworth, P. S. (2007). Urban competitiveness in the knowledge economy: universities as new planning animators. Progress in planning, 67(2), 105-107. https://doi.org/10.1016/j.progress.2007.02.003Hospers, G. J., & Benneworth, P. S. (2007). Urban competitiveness in the knowledge economy: universities as new planning animators. Progress in planning, 67(2), 105-107. https://doi.org/10.1016/j.progress.2007.02.003Kianto, A., Ritala, P., Spender, J.-C., & Vanhala, M. (2014). The interaction of intellectual capital assets and knowledge management practices in organizational value creation. Journal of Intellectual Capital, 15(3), 362–375. https://doi.org/10.1108/JIC-05-2014-0059Kianto, A., Ritala, P., Spender, J.-C., & Vanhala, M. (2014). The interaction of intellectual capital assets and knowledge management practices in organizational value creation. Journal of Intellectual Capital, 15(3), 362–375. https://doi.org/10.1108/JIC-05-2014-0059Kireyeva, A. A., Nurbatsin, A. S., & Khalitova, M. M. (2023). Assessing inequality of income distribution and education in the regions of Kazakhstan. Economy of Regions, 19(3), 741–752. https://doi.org/10.17059/ekon.reg.2023-3-10Kireyeva, A. A., Nurbatsin, A. S., & Khalitova, M. M. (2023). Assessing inequality of income distribution and education in the regions of Kazakhstan. Economy of Regions, 19(3), 741–752. https://doi.org/10.17059/ekon.reg.2023-3-10Mann, F. K. (1946). The Corporation in the Industrial Society - *Peter F. Drucker: Concept of the Corporation. (New York: The John Day Company, 1946. Pp. ix and 297. $3.00.). The Review of Politics, 8(4), 538–541. https://doi.org/10.1017/S0034670500045186Mann, F. K. (1946). The Corporation in the Industrial Society - *Peter F. Drucker: Concept of the Corporation. (New York: The John Day Company, 1946. Pp. ix and 297. $3.00.). The Review of Politics, 8(4), 538–541. https://doi.org/10.1017/S0034670500045186Marr, B., Gray, D., & Neely, A. (2003). Why do firms measure their intellectual capital? Journal of Intellectual Capital, 4(4), 441-464. https://doi.org/10.1108/14691930310504509Marr, B., Gray, D., & Neely, A. (2003). Why do firms measure their intellectual capital? Journal of Intellectual Capital, 4(4), 441-464. https://doi.org/10.1108/14691930310504509Martin, R. (2012). Regional economic resilience, hysteresis and recessionary shocks. Journal of Economic Geography, 12(1), 1–32. https://doi.org/10.1093/jeg/lbr019Martin, R. (2012). Regional economic resilience, hysteresis and recessionary shocks. Journal of Economic Geography, 12(1), 1–32. https://doi.org/10.1093/jeg/lbr019Nita, S.C., Radulica, M.I. & Gunnarsson, G. (2020). The Evolution of Inequalities and the Impact of Education on Economic Growth in Romania. Innovative Models to Revive the Global Economy, 470-478. https://doi.org/10.2478/9788395815072-048Nita, S.C., Radulica, M.I. & Gunnarsson, G. (2020). The Evolution of Inequalities and the Impact of Education on Economic Growth in Romania. Innovative Models to Revive the Global Economy, 470-478. https://doi.org/10.2478/9788395815072-048Nurlanova, N., Alzhanova, F., Saparbek, N., & Dnishev, F. (2023). Inclusive development: Assessment of regional inequality in Kazakhstan and measures to reduce it. Problems and Perspectives in Management, 21(2), 734–743. https://doi.org/10.21511/ppm.21(2).2023.65Nurlanova, N., Alzhanova, F., Saparbek, N., & Dnishev, F. (2023). Inclusive development: Assessment of regional inequality in Kazakhstan and measures to reduce it. Problems and Perspectives in Management, 21(2), 734–743. https://doi.org/10.21511/ppm.21(2).2023.65Lucchese, M., Aversano, N., Di Carlo, F., & Tartaglia Polcini, P. (2020). Assessing the intellectual capital and related performance in the teaching process using FES models: First evidence in Italian universities. WSEAS Transactions on Business and Economics, 17, 325–344. https://doi.org/10.37394/23207.2020.17.34Lucchese, M., Aversano, N., Di Carlo, F., & Tartaglia Polcini, P. (2020). Assessing the intellectual capital and related performance in the teaching process using FES models: First evidence in Italian universities. WSEAS Transactions on Business and Economics, 17, 325–344. https://doi.org/10.37394/23207.2020.17.34OECD (2007). Higher Education and Regions: Globally Competitive, Locally Engaged. OECD Publishing. Retrieved March 15, 2025 from https://doi.org/10.1787/9789264034150-enOECD (2007). Higher Education and Regions: Globally Competitive, Locally Engaged. OECD Publishing. Retrieved March 15, 2025 from https://doi.org/10.1787/9789264034150-enOECD (2023). Improving Framework Conditions for the Digital Transformation of Businesses in Kazakhstan. OECD Publishing. Retrieved March 15, 2025 from https://doi.org/10.1787/368d4d01-enOECD (2023). Improving Framework Conditions for the Digital Transformation of Businesses in Kazakhstan. OECD Publishing. Retrieved March 15, 2025 from https://doi.org/10.1787/368d4d01-enParida, V., Sjödin, D., & Reim, W. (2019). Reviewing Literature on Digitalization, Business Model Innovation, and Sustainable Industry: Past Achievements and Future Promises. Sustainability, 11(2), 391. https://doi.org/10.3390/su11020391Parida, V., Sjödin, D., & Reim, W. (2019). Reviewing Literature on Digitalization, Business Model Innovation, and Sustainable Industry: Past Achievements and Future Promises. Sustainability, 11(2), 391. https://doi.org/10.3390/su11020391Pedro, E. d. M., & Leitão J. & Alves, H. (2020). Bridging Intellectual Capital, Sustainable Development and Quality of Life in Higher Education Institutions. Sustainability, 12(2), 479. https://doi.org/10.3390/su12020479Pedro, E. d. M., & Leitão J. & Alves, H. (2020). Bridging Intellectual Capital, Sustainable Development and Quality of Life in Higher Education Institutions. Sustainability, 12(2), 479. https://doi.org/10.3390/su12020479Pugh, R. (2014). ‘Old wine in new bottles’? Smart Specialisation in Wales. Regional Studies, Regional Science, 1, 152-157. https://doi.org/10.1080/21681376.2014.944209Pugh, R. (2014). ‘Old wine in new bottles’? Smart Specialisation in Wales. Regional Studies, Regional Science, 1, 152-157. https://doi.org/10.1080/21681376.2014.944209Ramirez Y. & Gordillo, S. (2014). Recognition and measurement of intellectual capital importance in the university sector. Journal of Intellectual Capital, 15(1), 173-188. https://doi.org/10.1108/JIC-05-2013-0058Ramirez Y. & Gordillo, S. (2014). Recognition and measurement of intellectual capital importance in the university sector. Journal of Intellectual Capital, 15(1), 173-188. https://doi.org/10.1108/JIC-05-2013-0058Rodríguez-Pose, A. & Wilkie, C. (2018) Innovating in less developed regions: What drives patenting in the lagging regions of Europe and North America. Growth and Change, 50, 4–37. https://doi.org/10.1111/grow.12280Rodríguez-Pose, A. & Wilkie, C. (2018) Innovating in less developed regions: What drives patenting in the lagging regions of Europe and North America. Growth and Change, 50, 4–37. https://doi.org/10.1111/grow.12280Rodríguez-Pose, A. (2018). The revenge of the places that don’t matter (and what to do about it). Cambridge Journal of Regions, Economy and Society, 11(1), 189–209. https://doi.org/10.1093/cjres/rsx024Rodríguez-Pose, A. (2018). The revenge of the places that don’t matter (and what to do about it). Cambridge Journal of Regions, Economy and Society, 11(1), 189–209. https://doi.org/10.1093/cjres/rsx024Sánchez P. & Elena S. (2006). Intellectual capital in universities: Improving transparency and internal management. Journal of Intellectual Capital, 7(4), 529-548. https://doi.org/10.1108/14691930610709158Sánchez P. & Elena S. (2006). Intellectual capital in universities: Improving transparency and internal management. Journal of Intellectual Capital, 7(4), 529-548. https://doi.org/10.1108/14691930610709158Sánchez-Barrioluengo, M. (2014). ‘Turning the tables’: regions shaping university performance. Regional Studies, Regional Science, 1(1), 276–285. https://doi.org/10.1080/21681376.2014.964299Sánchez-Barrioluengo, M. (2014). ‘Turning the tables’: regions shaping university performance. Regional Studies, Regional Science, 1(1), 276–285. https://doi.org/10.1080/21681376.2014.964299Secundo, G., Dumay, J., Schiuma, G., & Passiante, G. (2016). Managing intellectual capital through a collective intelligence approach: An integrated framework for universities. Journal of Intellectual Capital, 17(2), 298–319. https://doi.org/10.1108/JIC-05-2015-0046Secundo, G., Dumay, J., Schiuma, G., & Passiante, G. (2016). Managing intellectual capital through a collective intelligence approach: An integrated framework for universities. Journal of Intellectual Capital, 17(2), 298–319. https://doi.org/10.1108/JIC-05-2015-0046Stewart, T. (1997). Intellectual Capital: The New Wealth of Organizations. Nicholas Brealey Publishing, Business Digest, New York.Stewart, T. (1997). Intellectual Capital: The New Wealth of Organizations. Nicholas Brealey Publishing, Business Digest, New York.Turganbayev, Y., & Diener, A. (2018). Kazakhstan’s evolving regional economic policy: Assessing strategies of post-socialist development. Eurasian Geography and Economics, 59, 657–684. https://doi.org/10.1080/15387216.2019.1586559Turganbayev, Y., & Diener, A. (2018). Kazakhstan’s evolving regional economic policy: Assessing strategies of post-socialist development. Eurasian Geography and Economics, 59, 657–684. https://doi.org/10.1080/15387216.2019.1586559Yezhebay A., Sengirova V., Igali D., et al., (2021) Digital maturity and readiness model for Kazakhstan SMEs. In: 2021 IEEE International Conference on Smart Information Systems and Technologies (SIST), 28-29 April 2021, Nur-Sultan, Kazakhstan. https://doi.org/10.1109/SIST50301.2021.9465890Yezhebay A., Sengirova V., Igali D., et al., (2021) Digital maturity and readiness model for Kazakhstan SMEs. In: 2021 IEEE International Conference on Smart Information Systems and Technologies (SIST), 28-29 April 2021, Nur-Sultan, Kazakhstan. https://doi.org/10.1109/SIST50301.2021.9465890Zhang, W. J., & Wang, M. Y. (2018). Spatial-temporal characteristics and determinants of land urbanization quality in China: Evidence from 285 prefecture-level cities. Sustainable Cities and Society, 38, 70–79. https://doi.org/10.1016/j.scs.2017.12.011Zhang, W. J., & Wang, M. Y. (2018). Spatial-temporal characteristics and determinants of land urbanization quality in China: Evidence from 285 prefecture-level cities. Sustainable Cities and Society, 38, 70–79. https://doi.org/10.1016/j.scs.2017.12.011

The authors declare that there are no conflicts of interest present.