Планирование образовательной инфраструктуры в Казахстане в условиях демографического роста с использованием цифровых инструментов поддержки принятия решений
https://doi.org/10.51176/1997-9967-2025-3-85-105
Об авторах
Г. Б. АйдархановаКазахстан
Айдарханова Г.Б. – PhD, старший преподаватель,
Алматы.
Г. Б. Аубакирова
Казахстан
Аубакирова Г.Б. – старший преподаватель,
Алматы.
Г. Н. Нюсупова
Россия
Нюсупова Г.Н. – д.г.н., профессор,
Алматы.
Ч. Б. Жумагулов
Россия
Жумагулов Ч.Б. – PhD докторант,
Алматы.
А. М. Жақыпбек
Россия
Жақыпбек А.М. – старший преподаватель,
Алматы.
Список литературы
1. Abdullah, S., Hussain, N. H. M., Haron, N., Jalil, S. A., & Osoman, M. A. (2023). GIS-based interactive technology in demographic record management and mapping towards sustainable community. International Journal of Sustainable Construction Engineering and Technology, 14(3), 366–375. https://doi.org/10.30880/ijscet.2023.14.03.031
2. Abuov, A. (2010). Ethnic differentiation of fertility in Kazakhstan [Master’s thesis, Charles University].
3. Alfredini, P., Martins, L. F., & Neves, R. C. (2024). Statistical assessment of extreme storm events on the Brazilian continental shelf from 1940 to 2022. Journal of Coastal Research, 113(Sp1), 175-179. http://dx.doi.org/10.2112/JCR-SI113-035.1
4. Amanda, A. R. (2025). Application of machine learning for determining bus stop locations in Surabaya City based on the 15-minute city approach [Master’s thesis, ITS Surabaya].
5. Anselin, L. (1995). Local indicators of spatial association-LISA. Geographical Analysis, 27(2), 93–115. https://doi.org/10.1111/j.1538-4632.1995.tb00338.x
6. Anselin, L., & Griffith, D. A. (1988). Do spatial effects really matter in regression analysis? Papers in Regional Science, 65(1), 11-34. https://doi.org/10.1111/j.1435-5597.1988.tb01155.x
7. Asylbekov, M. Kh., & Galiev, A. B. (1991). Sotsial’no-demograficheskie protsessy v Kazakhstane (1917–1980) [Socio-demographic processes in Kazakhstan (1917–1980)]. Almaty: Gylym. (In Russ)
8. Aubakirova, Zh., Alekseenko, A., Stolyarova, E., Krasnobaeva, N., & Omirzak, T. (2022). Demograficheskaya bezopasnost’ Kazakhstana: Potentsial, riski i perspektivy [Demographic security of Kazakhstan: Potential, risks, and prospects]. D. Serikbayev East Kazakhstan Technical University (In Russ)
9. Balgarina, L., Jumabayev, S., & Shokamanov, Y. (2022). Prognozirovanie sotsial’no-ekonomicheskogo razvitiya regionov v Kazakhstane: Printsipy, osobennosti i nedostatki [Forecasting of socio-economic development of regions in Kazakhstan: Principles, features and disadvantages]. Economy: strategy and practice, 17(4), 76–91. https://doi.org/10.51176/1997-9967-2022-4-7691 (In Russ)
10. Batty, M., & Longley, P. A. (2003). Advanced spatial analysis: The CASA book of GIS. ESRI Press.
11. Brown, D. L., & Schafft, K. A. (2018). Rural people and communities in the 21st century: Resilience and transformation. Polity Press.
12. Bureau of National Statistics. (2024). Bureau of National Statistics of the Republic of Kazakhstan. July 05, 2025 from https://stat.gov.kz/en
13. Chanda, R. (2024). Predictive modelling of urban growth pattern: A study of Burdwan City. Urban Planning & Development Journal, 15, 203-217.
14. Engin, Z., Dijk, J., Lan, T., Longley, P., Treleaven, P., Batty, M., & Penn, A. (2020). Data-driven urban management: Mapping the landscape. Journal of Urban Management, 9, 140–150. https://doi.org/10.1016/j.jum.2019.12.001
15. Fayyad, U., Piatetsky-Shapiro, G., & Smyth, P. (1996). From data mining to knowledge discovery in databases. AI Magazine, 17, 37. https://doi.org/10.1609/aimag.v17i3.1230
16. Frey, W. H. (2018). Diversity explosion: How new racial demographics are remaking America. Brookings Institution Press.
17. Ghanghas, A. (2025). Rise of the storms: A tale of altering extreme precipitation characteristics in a warming world [Doctoral dissertation, Purdue University].
18. Goodchild, M., Haining, R., & Wise, S. (1992). Integrating GIS and spatial data analysis: Problems and possibilities. International journal of geographical information systems, 6(5), 407–423. https://doi.org/10.1080/02693799208901923
19. Goodchild, M. F. (1992). Geographical information science. International journal of geographical information systems, 6(1), 31–45. https://doi.org/10.1080/02693799208901893
20. Goodchild, M. F., Anselin, L., Appelbaum, R. P., & Harthorn, B. H. (2000). Toward spatially integrated social science. International Regional Science Review, 23(2), 139–159. https://doi.org/10.1177/016001760002300201
21. Grossman, I., Hosseini-Chavoshi, M., & Temple, J. (2024). Demographic projections in Australia: Implications for educational and urban planning (Working Paper, 1–27). ARC Centre of Excellence in Population Ageing Research. Retrieved July 05, 2025 from https://www.cepar.edu.au/sites/default/files/WP2024%3A27.pdf
22. Taldau. (2025). Information-Analytical System. Retrieved July 05, 2025 from https://taldau.stat.gov.kz/ Isazade, V., Qasimi, A. B., Dong, P.. (2023). Integration of Moran’s I, geographically weighted regression (GWR), and ordinary least square (OLS) models in spatiotemporal modeling of COVID-19 outbreak in Qom and Mazandaran provinces, Iran. Model. Earth Syst. Environ., 9, 3923–3937. https://doi.org/10.1007/s40808-023-01729-y
23. Kireyeva, A. A., Bekturganova, M., & Alzhanova, F. (2023). Qazaqstan aimaqtaryndaǵy khalyqtyń qonys audaruynyń demografiyalyq protsesterin taldau [Analysis of demographic processes of population settlement in the regions of Kazakhstan]. Economic Series of the Bulletin of L. N. Gumilyov ENU, 3, 40–54. https://doi.org/10.32523/2789-4320-2023-3-40-54 (In Kaz)
24. Lee, R., & Mason, A. (2011). Population aging and the generational economy: A global perspective. Edward Elgar Publishing.
25. Logan, J. R., & Molotch, H. (2007). Urban fortunes: The political economy of place. University of California Press.
26. Lubienski, C., & Gulosino, C. (2009). School choice and competitive incentives: Mapping the distribution of educational opportunities across local education markets. American Journal of Education, 115(4), 601–647. https://doi.org/10.1086/599778
27. Mahdavi, S., Anthony, N. M., Sikaneta, T., & Tam, P. Y. (2025). Multiomics and artificial intelligence for personalized nutritional management of diabetes in patients undergoing peritoneal dialysis. Advances in Nutrition, 16(3), 100378. https://doi.org/10.1016/j.advnut.2025.100378
28. Meshkini, A. (2024). Spatial analysis of housing resilience against natural hazards with an emphasis on earthquakes: A case study of southern regions of Tehran metropolis. Geographical Planning of Space, 89, 118. http://dx.doi.org/10.1007/s10708-024-11101-x
29. Miller, H. J., & Han, J. (Eds.). (2009). Geographic data mining and knowledge discovery (2nd ed.). CRC Press. https://doi.org/10.1201/9781420073980
30. Milusheva, S., Marty, R., Bedoya, G., Williams, S., Resor, E., & Legovini, A. (2021). Applying machine learning and geolocation techniques to social media data (Twitter) to develop a resource for urban planning. PLOS ONE, 16, e0244317. https://doi.org/10.1371/journal.pone.0244317
31. Ministry of Education of the Republic of Kazakhstan. (2022). Order of the Minister of Education of the Republic of Kazakhstan No. 385. Retrieved July 05, 2025 from https://adilet.zan.kz/rus/docs/G25HP000031
32. National Platform for Reporting on Sustainable Development Goals. (2025). SDG National Platform (Kazakhstan). Retrieved July 05, 2025 from https://kazstat.github.io/sdg-site-kazstat/en/
33. Nyussupova, G., Aidarkhanova, G., Kadylbekov, M., Kenespayeva, L., Kelinbayeva, R., & Kozhakhmetov, B. (2021). Nationalization of indicators for sustainable development goals in the Republic of Kazakhstan through geoinformation technologies. GI_Forum, 9(1), 158–168. https://doi.org/10.1553/giscience2021_01_s158
34. OECD. (2022). Education at a glance 2022: OECD indicators. OECD Publishing.
35. Ospan, A. G., Mansurova, M., Kakimzhanov, Y., Ixanov, S. Sh., & Barakhnin, V. B. (2022). Development of a program for the integration of socio-economic indicators with spatial data to analyze the standard of living of the population of Kazakhstan. Bulletin of the NEA RK, 3(85), 67–77. https://doi.org/10.47533/2020.1606-146x.170
36. Parkes, E. A. (2013). Mode of communication of cholera by John Snow, MD: Second edition. International Journal of Epidemiology, 42, 1543–1552. https://doi.org/10.1093/ije/dyt193
37. Rahman, M. T., Jamal, A., & Al-Ahmadi, H. M. (2020). Examining hotspots of traffic collisions and their spatial relationships with land use: A GISbased geographically weighted regression approach for Dammam, Saudi Arabia. ISPRS International Journal of Geo-Information, 9(9), 540. https://doi.org/10.3390/ijgi9090540
38. Sachs, J. D., Schmidt-Traub, G., Mazzucato, M., & Messner, D. (2019). Six Transformations to achieve the Sustainable Development Goals. Nature Sustainability 2(9), 805–814. http://dx.doi.org/10.1038/s41893-019-0352-9
39. Sagwa, D., Stephen, O., & Jason, N. (2024). Projection models for selected infrastructural requirements for the implementation of competency-based curriculum in senior secondary schools in 2026, in Kenya. Journal of Education Management and Leadership, 3(1), 63-75. http://dx.doi.org/10.51317/jeml.v3i1.647
40. Slabodich, K. A., Tagirova, E. R., & Shavrov, S. A. (2017). O sozdanii pravovoy osnovy infrastruktury prostranstvennykh dannykh v Belarusi i Kazakhstane [On the creation of the legal framework of the infrastructure of spatial data in Belarus and Kazakhstan]. Proceedings of BSTU. Series 5: Economics and Management, 1(5), 129–133. (In Rus)
41. Spankulova, L. S., & Chulanova, Z. K. (2022). Demographic processes in Kazakhstan: Current trends and forecasting the future development. Bulletin of Turan University, 3, 60–71. https://doi.org/10.46914/15622959-2022-1-3-60-71
42. Spankulova, L.S, Chulanova, Z. K., Nurmakhanova, M., & Kangalakova, D. (2023). Assessment of the parameters of the future demographic situation in Kazakhstan. Society and Security Insights, 4(5), 50–69. https://doi.org/10.14258/SSI(2022)4-03
43. Spoorenberg, T. (2013). Fertility changes in Central Asia since 1980. Asian Populution Studies, 9(1), 50–77. https://doi.org/10.1080/17441730.2012.752238
44. Sun, Z., & Wu, Z. (2022). A strategic perspective on big data driven socioeconomic development. In Proceedings of the 5th International Conference on Big Data Research (pp. 35–41).ACM https://doi.org/10.1145/3505745.3505751
45. Sunday, A. P., Jibo, A., & Yohanna, L. (2024). A meta-analysis of Nigeria’s population census results falsification and its implications. Wukari International Studies Journal, 8(3), 81-91
46. Talen, E. (2001). School, community, and spatial equity: An empirical investigation of access to elementary schools in West Virginia. Annals of the Association of American Geographers, 91(3), 465–486. https://doi.org/10.1111/0004-5608.00254
47. Tetiana, B., & Xin, C. (2024). Demographic processes and economic growth in China: Simulation forecasting. In New areas of scientific research: Exploring new frontiers (pp. 59–72).
48. Tobler, W. R. (1970). A computer movie simulating urban growth in the Detroit region. Supplement: Proceedings. International Geographical Union. Commission on Quantitative Methods, 46, 234–240. https://doi.org/10.2307/143141
49. Tomlinson, R. F. (1969). A geographic information system for regional planning. Journal of Geography, 78(1), 45-48. https://doi.org/10.5026/jgeography.78.45
50. Toreti, A., Tsagai, D., Maurer, T., Cremonese, E., & Rossi, L. (2024). World drought atlas. University of Milan.
51. UNESCO. (2022). Global education monitoring report 2022. UNESCO Publishing.
52. World Bank. (2022). World development report 2022: Data for better lives. The World Bank.
53. Zhantayev, Z. S., Nurakynov, S. M., Gavruk, S. V., Iskakov, B. A., Sydyk, N. K., & Merekeyev, A. A. (2020). Creation of a geoportal and its role in operational monitoring of the natural and manmade emergency character in the territory of the Republic of Kazakhstan. News NAS RK. Series of Physico-Mathematical, 3(331), 191–201. http://dx.doi.org/10.32014/2020.2518-1726.53
Рецензия
Для цитирования:
Айдарханова Г.Б., Аубакирова Г.Б., Нюсупова Г.Н., Жумагулов Ч.Б., Жақыпбек А.М. Планирование образовательной инфраструктуры в Казахстане в условиях демографического роста с использованием цифровых инструментов поддержки принятия решений. Economy: strategy and practice. 2025;20(3):85-105. https://doi.org/10.51176/1997-9967-2025-3-85-105
For citation:
Aidarkhanova G.B., Aubakirova G.B., Nyussupova G.N., Zhumagulov Ch.B., Zhakypbek A.M. Planning Educational Infrastructure in Kazakhstan under Demographic Growth with Digital Decision-Support Tools. Economy: strategy and practice. 2025;20(3):85-105. (In Kazakh) https://doi.org/10.51176/1997-9967-2025-3-85-105