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Qainar Journal of Social Science

Кеңейтілген іздеу

Қазақстан өңірлеріндегі инновациялар диффузиясы, білімнің таралуы және экономикалық өсу

https://doi.org/10.58732/2958-7212-2026-1-126-142

Толық мәтін:

Аңдатпа

Аймақтық дифференциацияның күшеюі және экономиканың цифрлық трансформациясы жағдайында өңірлердің экономикалық өсу факторларын сандық тұрғыдан бағалау қажеттілігі артып отыр. Зерттеудің мақсаты – Қазақстан өңірлерінің экономикалық өсуіне адами капиталдың, инновациялық белсенділіктің, әлеуметтік жағдайлардың және әлемдік мұнай бағасының динамикасының әсерін сандық тұрғыдан бағалау. Зерттеудің әдіснамалық негізін догоняющий өсу моделінің шеңберіндегі бекітілген әсерлері бар панельдік модель, сондай-ақ өңіраралық спилловерлерді есепке алу үшін кеңістіктік эконометрика әдістері құрайды. Бағалау нәтижелері көрсеткендей, экономикалық өсудің ең маңызды факторлары – мұнай бағасы мен инновациялық белсенділік. Модельдеу нәтижелері бойынша әлемдік мұнай бағасының 1%-ға өсуі жалпы өңірлік өнімнің (ЖӨӨ) өсу қарқынын орта есеппен 0,48%-ға арттырады, бұл әсер мұнай өндіруші өңірлерде 0,54%, ал қалған өңірлерде 0,44% құрайды. Технологиялық инновацияларға жұмсалатын шығындар оң және статистикалық тұрғыдан мәнді әсер көрсетеді (β = 2.15, p < 0.01), ал инновациялардың өңіраралық спилловерлік әсері жоғары (β = 11.8, p < 0.01). Денсаулық сақтау саласының үлесі де маңызды (β = 5.66, p < 0.05), ал ҒЗТКЖ-ға, білім беруге және негізгі капиталға инвестицияларға жұмсалатын шығындар қысқа мерзімде статистикалық тұрғыдан мәнді әсер көрсетпеді. Әлемдік мұнай бағасының динамикасы мен өңірлердің орташа ЖӨӨ өсуі арасында жоғары корреляция анықталды (r = 0.87). Сонымен қатар, ҒЗТКЖ, білім беру және негізгі капиталға инвестициялар қысқа мерзімді кезеңде статистикалық тұрғыдан мәнді әсер көрсетпейді. Алынған нәтижелер мұнай факторының басым рөлін және инновациялық спилловерлердің өңірлік экономикалық өсудің негізгі драйверлері ретіндегі маңыздылығын растайды.

Авторлар туралы

Л. С. Спанкулова
әл-Фараби атындағы Қазақ ұлттық университеті
Қазақстан

э.ғ.д, профессор 

Алматы 



Р. К. Керимбаев
әл-Фараби атындағы Қазақ ұлттық университеті
Қазақстан

м.ғ.к, аға оқытушы 

Алматы 



Е. Б. Букатов
Қазтұтынуодағы Қарағанды университеті
Қазақстан

PhD, доцент 

Қарағанды 



Әдебиет тізімі

1. Abboud, A., & Betz, M. R. (2021). The local economic impacts of the oil and gas industry: Boom, bust and resilience to shocks. Energy Economics, 99, 105285. https://doi.org/10.1016/j.eneco.2021.105285

2. Acs, Z. J., & Varga, A. (2002a). Geography, endogenous growth, and innovation. International Regional Science Review, 25(1), 132–148. https://doi.org/10.1177/016001702762039484

3. Acs, Z. J., & Varga, A. (2002b). Introduction to the Special Issue on Regional Innovation Systems. International Regional Science Review, 25(1), 3–7. https://doi.org/10.1177/016001702762039358

4. Agasisti, T., & Bertoletti, A. (2022). Higher education and economic growth: A longitudinal study of European regions 2000-2017. Socio-Economic Planning Sciences, 81, 100940. https://doi.org/10.1016/j.seps.2020.100940

5. Aguirre, F. B. (2022). Effects of innovative effort on different components of productivity: Evidence for the Colombian manufacturing industry. Social Sciences & Humanities Open, 6, 100330. https://doi.org/10.1016/j.ssaho.2022.100330

6. Alyammahi, A. M. A. A., Wijeweera, A., & Goonetilleke, R. S. (2025). Regional disparities in economic growth under oil price volatility: A case study of a petroleum-dependent economy. Social Sciences & Humanities Open, 12, 102099. https://doi.org/10.1016/j.ssaho.2025.102099

7. Andrade, J. A. S., Duarte, A. P. S., & Simões, M. C. N. (2018). Education and health: welfare state composition and growth across country groups. Eastern Journal of European Studies, 9(2), 111–144. https://ejes.uaic.ro/articles/EJES2018_0902_AND.pdf

8. Aristizábal, J. M., & García, G. A. (2021). Regional economic growth and convergence: The role of institutions and spillover effects in Colombia. Regional Science Policy & Practice, 13(4), 1146–1161. https://doi.org/10.1111/rsp3.12334

9. Audretsch, D. B., & Feldman, M. P. (1996). R&D spillovers and the geography of innovation and production. American Economic Review, 86(3), 630–640. https://www.jstor.org/stable/2118216

10. Baimaganbetov, S., Kelesbayev, D., Yermankulova, R., Izzatullaeva, B., & Almukhambetova, B. (2019). Effects of oil price changes on regional real income per capita in Kazakhstan: Panel data analysis. International Journal of Energy Economics and Policy, 9(4), 356–362. https://doi.org/10.32479/ijeep.8081

11. Balani, K., Gaurav, S., & Jana, A. (2023). Spending to grow or growing to spend? Relationship between public health expenditure and income of Indian states. SSM – Population Health, 21, 101310. https://doi.org/10.1016/j.ssmph.2022.101310

12. Bottazzi, L., & Peri, G. (2003). Innovation and spillovers in regions: Evidence from European patent data. European Economic Review, 47(4), 687–710. https://doi.org/10.1016/S0014-2921(02)00307-0

13. Brey, B., & van der Marel, E. (2024). The role of human-capital in artificial intelligence adoption. Economics Letters, 244, 111949. https://doi.org/10.1016/j.econlet.2024.111949

14. Bureau of National Statistics of the Republic of Kazakhstan. (2023). Regional socio-economic indicators of Kazakhstan. Available at: https://stat.gov.kz/ (accessed: 08.07.2025).

15. Celli, V., Cerqua, A., & Pellegrini, G. (2024). Does R&D expenditure boost economic growth in lagging regions? Social Indicators Research, 173, 249–268. https://doi.org/10.1007/s11205-021-02786-5

16. Charlot, S., Crescenzi, R., & Musolesi, A. (2015). Econometric modelling of the regional knowledge production function in Europe. Journal of Economic Geography, 15(6), 1227–1259. https://doi.org/10.1093/jeg/lbu035

17. Chen, C.-H., & Wu, H.-L. (2005). Determinants of regional growth disparity in China's transitional economy. Journal of Economic Studies, 32(5), 406–419. https://doi.org/10.1108/01443580510622397

18. Ciaffi, G., Deleidi, M., & Di Bucchianico, S. (2024). Stagnation despite ongoing innovation: Is R&D expenditure composition a missing link? An empirical analysis for the US (1948–2019). Technological Forecasting and Social Change, 206, 123575. https://doi.org/10.1016/j.techfore.2024.123575

19. Cui, W. (2025). Shadow and spillover: The influence of neighboring innovative cities on regional innovation growth. China Economic Review, 90, 102355. https://doi.org/10.1016/j.chieco.2025.102355

20. Deltas, G., & Karkalakos, S. (2013). Similarity of R&D activities, physical proximity, and R&D spillovers. Regional Science and Urban Economics, 43(1), 124–131. https://doi.org/10.1016/j.regsciurbeco.2012.06.002

21. Di Mauro, F., Hoang, M. D., & Van Biesebroeck, J. (2020). Promoting higher productivity in China–Does innovation expenditure really matter? The Singapore Economic Review, 65(5), 1161–1183. https://doi.org/10.1142/S0217590820400019

22. Diebolt, C., & Hippe, R. (2019). The long-run impact of human capital on innovation and economic development in the regions of Europe. Applied Economics, 51(5), 542–563. https://doi.org/10.1080/00036846.2018.1495820

23. Furková, A., & Chocholatá, M. (2017). Interregional R&D spillovers and regional convergence: A spatial econometric evidence from the EU regions. Equilibrium. Quarterly Journal of Economics and Economic Policy, 12(1), 9–24. https://doi.org/10.24136/eq.v12i1.1

24. Griliches, Z. (1979). Issues in assessing the contribution of research and development to productivity growth. Bell Journal of Economics, 10(1), 92–116. https://doi.org/10.2307/3003321

25. Grossman, G. M., & Helpman, E. (1991). Innovation and Growth in the Global Economy. MIT Press.

26. Guo, P., Hu, X., Zhao, S., & Li, M. (2023). The growth impact of infrastructure capital investment: The role of regional innovation capacity–evidence from China. Economic Research–Ekonomska Istraživanja, 36(2). https://doi.org/10.1080/1331677X.2022.2142632

27. Hall, B. H., & Sena, V. (2017). Appropriability mechanisms, innovation, and productivity: Evidence from the UK. Economics of Innovation and New Technology, 26(1–2), 42–62. https://doi.org/10.1080/10438599.2016.1202513

28. Hammar, N., & Belarbi, Y. (2021). R&D, innovation and productivity relationships: Evidence from threshold panel model. International Journal of Innovation Studies, 5(3), 113–126. https://doi.org/10.1016/j.ijis.2021.06.002

29. Han, Y. (2018). Effect of government fiscal health expenditure on economic growth in an aging society. Chinese Health Resources, 21(4), 312–317. https://doi.org/10.13688/j.cnki.chr.2018.18201

30. Hanushek, E. A., & Woessmann, L. (2008). The role of cognitive skills in economic development. Journal of Economic Literature, 46(3), 607–668. https://doi.org/10.1257/jel.46.3.607

31. Hou, J., Chen, J., Song, H., & Wang, G. (2019). Are non-R&D innovation activities actually effective for innovation sustainability? Empirical study from Chinese high-tech industry. Sustainability, 11(1), 174. https://doi.org/10.3390/su11010174

32. Kaneva, M., & Untura, G. (2019). The impact of R&D and knowledge spillovers on the economic growth of Russian regions. Growth and Change, 50(1), 301–334. https://doi.org/10.1111/grow.12281

33. Köktaş, A. M., Apaydın, Ş., & Pirçekli, K. (2022). The impact of the public education expenditures on regional development in Turkey: Evidence from static and dynamic panel data. Journal of Economic Cooperation and Development, 43(1), 247–268. https://doi.org/10.5281/zenodo.17035759

34. Koo, J., Kim T.‐E. (2009). When R&D matters for regional growth: A tripod approach. Papers in Regional Science, 88(4), 825–840. https://doi.org/10.1111/j.1435-5957.2009.00261.x

35. Laskowska, I., & Dańska-Borsiak, B. (2016). The importance of human capital for the economic development of EU regions. Comparative Economic Research. Central and Eastern Europe, 19(5), 63–79. https://doi.org/10.1515/cer-2016-0038

36. Lau, C. K. M. (2010). New evidence about regional income divergence in China. China Economic Review, 21(2), 293– 309. https://doi.org/10.1016/j.chieco.2010.01.003

37. Li, X., Liang, F., Pi, Y., & Chen, D. (2024). The impact of R&D factors flow and regional absorptive capacity on China’s economic growth: Theory and evidence. PLOS ONE, 19(11), e0310476. https://doi.org/10.1371/journal.pone.0310476

38. Li, Z., Wang, B., & Zhao, C. (2025). Do capital investment incentives promote regional economic growth? Evidence from accelerated depreciation policy in China. Economic Analysis and Policy, 87, 2382–2393. https://doi.org/10.1016/j.eap.2025.08.030

39. Luo, C., Wei, D., Su, W., & Lu, J. (2023). Association between Regional Digitalization and High-Quality Economic Development. Sustainability, 15(3), 1909. https://doi.org/10.3390/su15031909

40. Lv, K., Yu, A., Gong, S., Wu, M., & Xu, X. (2017). Impacts of educational factors on economic growth in regions of China: A spatial econometric approach. Technological and Economic Development of Economy, 23(6), 827–847. https://doi.org/10.3846/20294913.2015.1071296

41. Ma, C., Wu, H., & Li, X. (2023). Spatial spillover of local general higher education expenditures on sustainable regional economic growth: A spatial econometric analysis. PLOS ONE, 18(11), e0292781. https://doi.org/10.1371/journal.pone.0292781

42. Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A Contribution to the Empirics of Economic Growth. The Quarterly Journal of Economics, 107(2), 407–437. https://doi.org/10.2307/2118477

43. Marrocu, E., Paci, R., & Usai, S. (2013). Productivity growth in the Old and New Europe: the role of agglomeration externalities. Journal of Regional Science, 53(3), 418–442. https://doi.org/10.1111/jors.12000

44. Moreno, R., Paci, R., & Usai, S. (2005). Spatial spillovers and innovation activity in European regions. Environment and Planning A, 37(10), 1793–1812. https://doi.org/10.1068/a37341

45. Mukhamediyev, B., & Spankulova, L. (2020). The impact of innovation, knowledge spillovers and oil prices on economic growth of the regions of Kazakhstan. International Journal of Energy Economics and Policy, 10(4), 78– 84. https://doi.org/10.32479/ijeep.9034

46. Munasib, A., & Rickman, D. S. (2015). Regional economic impacts of the shale gas and tight oil boom: A synthetic control analysis. Regional Science and Urban Economics, 50, 1–17. https://doi.org/10.1016/j.regsciurbeco.2014.10.006

47. Park, C., Chung, M., & Lee, S. (2011). The effects of oil price on regional economies with different production structures: A case study from Korea using a structural VAR model. Energy Policy, 39(12), 8185–8195. https://doi.org/10.1016/j.enpol.2011.10.018

48. Pelinescu, E. (2015). The impact of human capital on economic growth. Procedia Economics and Finance, 22, 184– 190. https://doi.org/10.1016/S2212-5671(15)00258-0

49. Pellegrini, L., Tasciotti, L., & Spartaco, A. (2021). A regional resource curse? A synthetic-control approach to oil extraction in Basilicata, Italy. Ecological Economics, 185, 107041. https://doi.org/10.1016/j.ecolecon.2021.107041

50. Peng, W., Yin, Y., Kuang, C., Wen, Z., & Kuang, J. (2021). Spatial spillover effect of green innovation on economic development quality in China: Evidence from a panel data of 270 prefecture-level and above cities. Sustainable Cities and Society, 69, 102863. https://doi.org/10.1016/j.scs.2021.102863

51. Psycharis, Y., Panori, A., & Athanasopoulos, D. (2022). Public investment and regional resilience: Empirical evidence from the Greek regions. Tijdschrift voor Economische en Sociale Geografie, 113(1), 57–79. https://doi.org/10.1111/tesg.12499

52. Pyo, S., & Choi, S. O. (2025). Regional innovation and economic growth: Empirical insights from FGLS, FE-DKSE, and XGBoost-SHAP approach. Journal of Open Innovation: Technology, Market, and Complexity, 11(2), 100524. https://doi.org/10.1016/j.joitmc.2025.100524

53. Ramos, R., Suriñach, J., & Artís, M. (2010). Human capital spillovers, productivity and regional convergence in Spain. Papers in Regional Science, 89(2), 435–447. https://doi.org/10.1111/j.1435-5957.2010.00296.x

54. Rivera, B., & Currais, L. (2004). Public health capital and productivity in the Spanish regions: A dynamic panel data model. World Development, 32(5), 871–885. https://doi.org/10.1016/j.worlddev.2003.11.006

55. Rodríguez-Pose, A., & Crescenzi, R. (2008). Research and development, spillovers, innovation systems, and the genesis of regional growth in Europe. Regional Studies. https://doi.org/10.1080/00343400701654186

56. Rodríguez-Pose, A., & Villarreal Peralta, E. M. (2015). Innovation and regional growth in Mexico: 2000–2010. Growth and Change, 46(2), 172–195. https://doi.org/10.1111/grow.12102

57. Roth, F., Sen, A., & Rammer, C. (2023). The role of intangibles in firm-level productivity: Evidence from Germany. Industry and Innovation, 30(2), 263–285. https://doi.org/10.1080/13662716.2022.2138280

58. Salike, N. (2016). Role of human capital on regional distribution of FDI in China: New evidences. China Economic Review, 37, 66–84. https://doi.org/10.1016/j.chieco.2015.11.013

59. Schubert, T., & Kroll, H. (2016). Universities’ effects on regional GDP and unemployment: The case of Germany. Papers in Regional Science, 95(3), 467–489. https://doi.org/10.1111/pirs.12150

60. Shaban, A., & Khan, S. (2023). Cultural diversity, human capital, and regional economic growth in India. Regional Science Policy & Practice, 15(5), 973–991. https://doi.org/10.1111/rsp3.12528

61. Simões, M., Andrade, J. S., & Duarte, A. (2023). Human capital and labour market resilience: A regional analysis for Portugal. Applied Spatial Analysis and Policy, 16(3), 1169–1193. https://doi.org/10.1007/s12061-022-09465-z

62. Snieska, V., & Valodkiene, G. (2009). Impact of innovations on the economic growth of transition economies. Economics & Management, 14, 460–466. https://doi.org/10.3846/20294913.2015.1055615

63. Song, H., & Zhang, M. (2017). Spatial spillovers of regional innovation: Evidence from Chinese provinces. Emerging Markets Finance and Trade, 53(9), 2104–2122. https://doi.org/10.1080/1540496X.2017.1284061

64. Tang, L., Li, Y., & Xi, H. (2020). The impact of health expenditure on economic growth quality: An empirical test based on provincial panel data. East China Economic Management, 34, 76–83. https://doi.org/10.19629/j.cnki.34-1014/f.200304002

65. Tuncel, C. O., & Oktay, D. (2022). Innovation and productivity in Turkish manufacturing firms. Applied Economics Letters, 29(17), 1610–1614. https://doi.org/10.1080/13504851.2021.1950904

66. Valero, A., & Van Reenen, J. (2019). The economic impact of universities: Evidence from across the globe. Economics of Education Review, 68, 53–67. https://doi.org/10.1016/j.econedurev.2018.09.001

67. Wang, Y., & Liu, S. (2016). Education, human capital and economic growth: Empirical research on 55 countries and regions (1960–2009). Theoretical Economics Letters, 6(2), 347–355. https://doi.org/10.4236/tel.2016.62039

68. Wen, F., Yang, S., & Huang, D. (2023). Heterogeneous human capital, spatial spillovers and regional innovation: Evidence from the Yangtze River Economic Belt, China. Humanities and Social Sciences Communications, 10, 365. https://doi.org/10.1057/s41599-023-01809-5

69. Woo, Y., Kim, E., & Lim, J. (2017). The impact of education and R&D investment on regional economic growth. Sustainability, 9(5), 676. https://doi.org/10.3390/su9050676

70. World Bank. (2023). World Development Indicators (WDI). Available at: https://data.worldbank.org/ (accessed: 12.09.2025).

71. Xiong, A., Xia, S., Ye, Z. P., Cao, D., Jing, Y., & Li, H. (2020). Can innovation really bring economic growth? The role of social filter in China. Structural Change and Economic Dynamics, 53, 50–61. https://doi.org/10.1016/j.strueco.2020.01.003

72. Zhang, X., Gang, Z., & Dong, X. (2020). Effects of government healthcare expenditure on economic growth based on spatial Durbin model: Evidence from China. Iranian Journal of Public Health, 49(2), 283–293. https://doi.org/10.18502/ijph.v49i2.3091

73. Zhang, Y., Kumar, S., Huang, X., & Yuan, Y. (2023). Human capital quality and the regional economic growth: Evidence from China. Journal of Asian Economics, 86, 101593. https://doi.org/10.1016/j.asieco.2023.101593

74. Zhang, Y., & Liu, J. (2022). Does education affect economic growth? A re-examination of empirical data from China. Sustainability, 14(23), 16289. https://doi.org/10.3390/su142316289

75. Zheng, L., Batuo, M. E., & Shepherd, D. (2017). The impact of regional and institutional factors on labor productive performance–Evidence from the township and village enterprise sector in China. World Development, 96, 591– 598. https://doi.org/10.1016/j.worlddev.2017.04.006

76. Zuo, H., & Huang, W. (2025). The paradox of education spending and economic growth: Institutional inputs and urban competitiveness. Journal of Competitiveness, 17(2). https://doi.org/10.7441/joc.2025.02.11


Рецензия

Дәйектеу үшін:


Спанкулова Л.С., Керимбаев Р.К., Букатов Е.Б. Қазақстан өңірлеріндегі инновациялар диффузиясы, білімнің таралуы және экономикалық өсу. Qainar Journal of Social Science. 2026;5(1):126-142. https://doi.org/10.58732/2958-7212-2026-1-126-142

For citation:


Spankulova L.S., Kerimbayev R.K., Bukatov Ye.B. Economic Effects of Innovation Diffusion and Knowledge Spillover in a Digital Society. Qainar Journal of Social Science. 2026;5(1):126-142. https://doi.org/10.58732/2958-7212-2026-1-126-142

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