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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">esp</journal-id><journal-title-group><journal-title xml:lang="ru">Economy: strategy and practice</journal-title><trans-title-group xml:lang="en"><trans-title>Economy: strategy and practice</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1997-9967</issn><issn pub-type="epub">2663-550X</issn><publisher><publisher-name>Институт экономики</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.51176/1997-9967-2025-3-85-105</article-id><article-id custom-type="elpub" pub-id-type="custom">esp-1633</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>СОЦИАЛЬНАЯ ПОЛИТИКА И КАЧЕСТВО ЖИЗНИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>SOCIAL POLICY AND QUALITY OF LIFE</subject></subj-group></article-categories><title-group><article-title>Планирование образовательной инфраструктуры в Казахстане в условиях демографического роста с использованием цифровых инструментов поддержки принятия решений</article-title><trans-title-group xml:lang="en"><trans-title>Planning Educational Infrastructure in Kazakhstan under Demographic Growth with Digital Decision-Support Tools</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7280-7071</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Айдарханова</surname><given-names>Г. Б.</given-names></name><name name-style="western" xml:lang="en"><surname>Aidarkhanova</surname><given-names>Gaukhar B.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Айдарханова Г.Б. – PhD, старший преподаватель,</p><p>Алматы.</p></bio><bio xml:lang="en"><p>Gaukhar B. Aidarkhanova – PhD, Senior Lector, </p><p> 71, al-Farabi Ave., Almaty.</p></bio><email xlink:type="simple">gauhar_222@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-5806-5638</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Аубакирова</surname><given-names>Г. Б.</given-names></name><name name-style="western" xml:lang="en"><surname>Aubakirova</surname><given-names>Gaukhar B.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Аубакирова Г.Б. – старший преподаватель,</p><p>Алматы.</p></bio><bio xml:lang="en"><p>Gaukhar B. Aubakirova – Senior Lector, </p><p>71, al-Farabi Ave., Almaty.</p></bio><email xlink:type="simple">gauhara_91@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5294-2671</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Нюсупова</surname><given-names>Г. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Nyussupova</surname><given-names>Gulnara N.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Нюсупова Г.Н. – д.г.н., профессор,</p><p>Алматы.</p></bio><bio xml:lang="en"><p>Gulnara N. Nyussupova – Doc. Sc (Geogr.), Professor, </p><p>71, al-Farabi Ave., Almaty.</p></bio><email xlink:type="simple">gulnaran@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0007-3147-4945</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Жумагулов</surname><given-names>Ч. Б.</given-names></name><name name-style="western" xml:lang="en"><surname>Zhumagulov</surname><given-names>Chingiz B.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Жумагулов Ч.Б. – PhD докторант,</p><p>Алматы.</p></bio><bio xml:lang="en"><p>Chingiz B. Zhumagulov – PhD student, </p><p>71, al-Farabi Ave., Almaty.</p></bio><email xlink:type="simple">c.zhumagulov@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-2538-1287</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Жақыпбек</surname><given-names>А. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Zhakypbek</surname><given-names>Abzal M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Жақыпбек А.М. – старший преподаватель,</p><p>Алматы.</p></bio><bio xml:lang="en"><p>Abzal M. Zhakypbek – Senior Lector, </p><p>71, al-Farabi Ave., Almaty.</p></bio><email xlink:type="simple">bzikasd@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Казахский национальный университет им. аль-Фараби<country>Казахстан</country></aff><aff xml:lang="en">al-Farabi Kazakh National University<country>Kazakhstan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>06</day><month>10</month><year>2025</year></pub-date><volume>20</volume><issue>3</issue><fpage>85</fpage><lpage>105</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Айдарханова Г.Б., Аубакирова Г.Б., Нюсупова Г.Н., Жумагулов Ч.Б., Жақыпбек А.М., 2025</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Айдарханова Г.Б., Аубакирова Г.Б., Нюсупова Г.Н., Жумагулов Ч.Б., Жақыпбек А.М.</copyright-holder><copyright-holder xml:lang="en">Aidarkhanova G.B., Aubakirova G.B., Nyussupova G.N., Zhumagulov C.B., Zhakypbek A.M.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://esp.ieconom.kz/jour/article/view/1633">https://esp.ieconom.kz/jour/article/view/1633</self-uri><abstract><p>.</p></abstract><trans-abstract xml:lang="en"><p>Accelerated and uneven demographic growth in Kazakhstan is shaping spatially differentiated demand dynamics for places in early childhood education institutions and first-grade classes, necessitating anticipatory planning. The aim of the study is to analyze the impact of demographic growth on preschool and primary education infrastructure, to forecast the demand for places using the cohort-age method, and to develop targeted recommendations to prevent infrastructure shortages. The study applies an agecohort (cohort-component) projection integrated with Geographic Information Systems (GIS) and business intelligence (BI) visualization to assess regional needs without relying on school “capacity” calculations. In 2029, the number of preschool-age children is expected to increase primarily in the southern and western regions, indicating the need to expand the network of early childhood education providers. By 2030, the highest first-grade intake is projected in Almaty region (approximately 5.8 thousand), Kyzylorda region (approximately 5.4 thousand), and Shymkent city (approximately 5.9 thousand). Regression analysis confirmed the significant impact of fertility (β=0.48; p&lt;0.01) and migration (β=0.31; p&lt;0.05) on the infrastructural load. These estimates provide a foundation for prioritizing and phasing in additional seats, planning workforce needs, targeting the allocation of resources and subsidies, and aligning construction plans with anticipated demographic dynamics, measures that will promote more equitable access to education and strengthen the resilience of regional systems.</p></trans-abstract><kwd-group xml:lang="en"><kwd>Demography</kwd><kwd>Demographic Growth</kwd><kwd>Education</kwd><kwd>Educational Infrastructure</kwd><kwd>Educational Strategy</kwd><kwd>Regional Economy</kwd><kwd>Capacity Shortfalls</kwd><kwd>Workforce Planning</kwd></kwd-group><funding-group xml:lang="en"><funding-statement>The study was carried out within the framework of program-targeted funding by the Science Committee of the MSHE RK under the project “Sustainable development of naturalindustrial and socio-economic systems  of the West Kazakhstan region in the context of green growth: a comprehensive analysis, concept, forecast estimates and scenarios” IRN BR21882122.</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Abdullah, S., Hussain, N. 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