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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">qainar</journal-id><journal-title-group><journal-title xml:lang="ru">Qainar Journal of Social Science</journal-title><trans-title-group xml:lang="en"><trans-title>Qainar Journal of Social Science</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2958-7212</issn><issn pub-type="epub">2958-7220</issn><publisher><publisher-name>Q University</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.58732/2958-7212-2026-1-87-107</article-id><article-id custom-type="elpub" pub-id-type="custom">qainar-519</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>Статьи</subject></subj-group></article-categories><title-group><article-title>Региональные социально-экономические дисбалансы: результаты применения метода анализа совокупных данных (DEA) в Казахстане</article-title><trans-title-group xml:lang="en"><trans-title>Regional Social and Economic Imbalances: Evidence from Data Envelopment Analysis in Kazakhstan</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0007-2354-6072</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Балыкбаева</surname><given-names>А. Ш.</given-names></name><name name-style="western" xml:lang="en"><surname>Balykbayeva</surname><given-names>A. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>PhD докторант </p><p>Алматы </p></bio><bio xml:lang="en"><p>Ardak S. Balykbayeva – PhD candidate </p><p>Almaty </p></bio><email xlink:type="simple">ardaq.ospan@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/0000-0002-4210-3783</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Нурланова</surname><given-names>Н. К.</given-names></name><name name-style="western" xml:lang="en"><surname>Nurlanova</surname><given-names>N. K.</given-names></name></name-alternatives><bio xml:lang="ru"><p>д.э.н., профессор </p><p>Алматы </p></bio><bio xml:lang="en"><p>Nailya K. Nurlanova – Doc. Sc. (Econ.), Professor </p><p>Almaty </p></bio><email xlink:type="simple">nurlanova.nailya@ieconom.kz</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-4912-1578</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Өмір</surname><given-names>А. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Omir</surname><given-names>A. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>PhD </p><p>Алматы </p></bio><bio xml:lang="en"><p>Aida S. Omir – PhD </p><p>Almaty </p></bio><email xlink:type="simple">omir.aida1@gmail.com</email><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5009-8534</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Бримбетова</surname><given-names>Н. Ж.</given-names></name><name name-style="western" xml:lang="en"><surname>Brimbetova</surname><given-names>N. Zh.</given-names></name></name-alternatives><bio xml:lang="ru"><p>к.э.н.</p><p>Алматы </p></bio><bio xml:lang="en"><p>Nursaule Zh. Brimbetova – Cand. Sc. (Econ.) </p><p>Almaty </p></bio><email xlink:type="simple">nbrimbetova@mail.ru</email><xref ref-type="aff" rid="aff-2"/></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><aff-alternatives id="aff-2"><aff xml:lang="ru">Институт экономики КН МНВО РК<country>Казахстан</country></aff><aff xml:lang="en">Institute of Economics CS MSHE RK<country>Kazakhstan</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru">Алматы менеджемент университет<country>Казахстан</country></aff><aff xml:lang="en">Almaty Management University<country>Kazakhstan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>01</day><month>04</month><year>2026</year></pub-date><volume>5</volume><issue>1</issue><fpage>87</fpage><lpage>107</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Балыкбаева А.Ш., Нурланова Н.К., Өмір А.С., Бримбетова Н.Ж., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Балыкбаева А.Ш., Нурланова Н.К., Өмір А.С., Бримбетова Н.Ж.</copyright-holder><copyright-holder xml:lang="en">Balykbayeva A.S., Nurlanova N.K., Omir A.S., Brimbetova N.Z.</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://www.journal-kainar.kz/jour/article/view/519">https://www.journal-kainar.kz/jour/article/view/519</self-uri><abstract><p>Проблема территориальных социально-экономических дисбалансов остается одной из ключевых в региональной политике Казахстана, поскольку различия между экономическим потенциалом регионов и достигнутыми социальными результатами сохраняются даже при устойчивом экономическом росте. Цель исследования — оценить эффективность трансформации экономических и инфраструктурных ресурсов регионов Казахстана в социальные результаты, прежде всего в снижение бедности и безработицы. Методологической основой исследования является непараметрический метод Data Envelopment Analysis (DEA), позволяющий оценить относительную эффективность регионов как единиц принятия решений при преобразовании ресурсов в социальные результаты. Результаты DEAанализа показали, что 13 из 20 регионов достигли полной эффективности, тогда как 7 регионов демонстрируют относительную неэффективность, включая г. Алматы (0.8087), Мангистаускую (0.8840) и Павлодарскую (0.9327) области. При этом выявлена территориальная дифференциация социальных показателей: глубина бедности варьирует от 0,3 до 1,6, а доля населения с доходами ниже прожиточного минимума — от менее 3% до более 8%. Результаты показали, что высокий уровень экономического развития региона не гарантирует пропорционально высокой социальной эффективности, а территориальные дисбалансы связаны с различиями в эффективности управления и использовании ресурсов. Перспективным направлением дальнейших исследований является расширение временного охвата анализа за счёт использования панельных данных, что позволит оценить динамику относительной эффективности регионов и выявить тенденции трансформации экономических ресурсов в социальные результаты.</p></abstract><trans-abstract xml:lang="en"><p>The problem of territorial socio-economic imbalances remains one of the key issues in Kazakhstan's regional policy, as differences between the economic potential of regions and the achieved social results persist even with sustained economic growth. The purpose of the study is to evaluate the effectiveness of the transformation of economic and infrastructural resources of the regions of Kazakhstan into social results, primarily in reducing poverty and unemployment. The methodological basis of the study is the nonparametric method of Data Envelope Analysis (DEA), which makes it possible to assess the relative effectiveness of regions as decision-making units in converting resources into social outcomes. The results of the DEA analysis showed that 13 of the 20 regions achieved full efficiency, while 7 regions demonstrated relative inefficiency, including Almaty с. (0.8087), Mangystau (0.8840) and Pavlodar (0.9327) regions. At the same time, a territorial differentiation of social indicators was revealed: the depth of poverty varies from 0.3 to 1.6, and the proportion of the population with incomes below the subsistence level ranges from less than 3% to more than 8%. The results showed that a high level of economic development in the region does not guarantee proportionately high social efficiency, and territorial imbalances are associated with differences in management efficiency and resource use. A promising area of further research is to expand the time coverage of the analysis through the use of panel data, which will allow us to assess the dynamics of the relative effectiveness of regions and identify trends in the transformation of economic resources into social outcomes.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>дисбаланс</kwd><kwd>бедность</kwd><kwd>безработица</kwd><kwd>социальное равенство</kwd><kwd>социальная эффективность</kwd><kwd>регион</kwd><kwd>региональный разрыв</kwd><kwd>региональное развитие</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Imbalance</kwd><kwd>Poverty</kwd><kwd>Unemployment Social Equality</kwd><kwd>Social Efficiency</kwd><kwd>Region</kwd><kwd>Regional Gap</kwd><kwd>Regional Development</kwd></kwd-group><funding-group xml:lang="ru"><funding-statement>исследование выполнено при финансовой поддержке Комитета науки МНВО РК (AP23488456 «Дисбалансы развития экономики и социальной сферы проблемных регионов Казахстана и их риски: факторы, оценка, возможные сценарии, механизмы нивелирования»)</funding-statement></funding-group><funding-group xml:lang="en"><funding-statement>this study funded by the Science Committee MSHE RK (AP23488456 “Imbalances in the development of the economy and social sphere of problematic regions of Kazakhstan and their risks: factors, assessment, possible scenarios, leveling mechanisms”).</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">Acemoglu, D., &amp; Robinson, J. A. (2012). Why nations fail: The origins of power, prosperity, and poverty. Crown Business.</mixed-citation><mixed-citation xml:lang="en">Acemoglu, D., &amp; Robinson, J. A. (2012). Why nations fail: The origins of power, prosperity, and poverty. Crown Business.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Barro, R. J., &amp; Sala-i-Martin, X. (1990). Economic growth and convergence across the United States (NBER Working Paper No. 3419). National Bureau of Economic Research. https://ssrn.com/abstract=226678</mixed-citation><mixed-citation xml:lang="en">Barro, R. J., &amp; Sala-i-Martin, X. (1990). Economic growth and convergence across the United States (NBER Working Paper No. 3419). National Bureau of Economic Research. https://ssrn.com/abstract=226678</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Bruni, M. E., Guerriero, F., &amp; Patitucci, V. (2011). Benchmarking sustainable development via Data Envelopment Analysis: An Italian case study. International Journal of Environmental Research, 5(1). https://doi.org/10.22059/IJER.2010.290</mixed-citation><mixed-citation xml:lang="en">Bruni, M. E., Guerriero, F., &amp; Patitucci, V. (2011). Benchmarking sustainable development via Data Envelopment Analysis: An Italian case study. International Journal of Environmental Research, 5(1). https://doi.org/10.22059/IJER.2010.290</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Charnes, A., Cooper, W. W., &amp; Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429–444. https://doi.org/10.1016/0377-2217(78)90138-8</mixed-citation><mixed-citation xml:lang="en">Charnes, A., Cooper, W. W., &amp; Rhodes, E. (1978). Measuring the efficiency of decision making units. European Journal of Operational Research, 2(6), 429–444. https://doi.org/10.1016/0377-2217(78)90138-8</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Fujita, M., Krugman, P., &amp; Venables, A. J. (1999). The spatial economy: Cities, regions, and international trade. MIT Press.</mixed-citation><mixed-citation xml:lang="en">Fujita, M., Krugman, P., &amp; Venables, A. J. (1999). The spatial economy: Cities, regions, and international trade. MIT Press.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Gavurova, B., Kocisova, K., &amp; Sopko, J. (2021). Health system efficiency in OECD countries: Dynamic network DEA approach. Health Economics Review, 11, 40. https://doi.org/10.1186/s13561-021-00337-9</mixed-citation><mixed-citation xml:lang="en">Gavurova, B., Kocisova, K., &amp; Sopko, J. (2021). Health system efficiency in OECD countries: Dynamic network DEA approach. Health Economics Review, 11, 40. https://doi.org/10.1186/s13561-021-00337-9</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Hirschman, A. O. (1958). The strategy of economic development. Yale University Press.</mixed-citation><mixed-citation xml:lang="en">Hirschman, A. O. (1958). The strategy of economic development. Yale University Press.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Ianchovichina, E., &amp; Lundström, S. (2009). Inclusive growth analytics: Framework and application (Policy Research Working Paper No. 4851). World Bank. http://hdl.handle.net/10986/4047</mixed-citation><mixed-citation xml:lang="en">Ianchovichina, E., &amp; Lundström, S. (2009). Inclusive growth analytics: Framework and application (Policy Research Working Paper No. 4851). World Bank. http://hdl.handle.net/10986/4047</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Jackson, W. A. (2020). Cumulative causation. In International encyclopedia of human geography (2nd ed., pp. 131– 134). Elsevier. https://doi.org/10.1016/B978-0-08-102295-5.10038-1</mixed-citation><mixed-citation xml:lang="en">Jackson, W. A. (2020). Cumulative causation. In International encyclopedia of human geography (2nd ed., pp. 131– 134). Elsevier. https://doi.org/10.1016/B978-0-08-102295-5.10038-1</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Kireyeva, A., Nurlanova, N., Nurbatsin, A., Saparbek, N., &amp; Alzhanova, F. (2022). Assessing the differences in the levels and dynamics of economic development of Kazakhstani regions. Problems and Perspectives in Management, 20(3), 577–587. https://doi.org/10.21511/ppm.20(3).2022.45</mixed-citation><mixed-citation xml:lang="en">Kireyeva, A., Nurlanova, N., Nurbatsin, A., Saparbek, N., &amp; Alzhanova, F. (2022). Assessing the differences in the levels and dynamics of economic development of Kazakhstani regions. Problems and Perspectives in Management, 20(3), 577–587. https://doi.org/10.21511/ppm.20(3).2022.45</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Krugman, P. (1991). Increasing returns and economic geography. Journal of Political Economy, 99(3), 483–499. https://doi.org/10.1086/261763</mixed-citation><mixed-citation xml:lang="en">Krugman, P. (1991). Increasing returns and economic geography. Journal of Political Economy, 99(3), 483–499. https://doi.org/10.1086/261763</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Mankiw, N. G., Romer, D., &amp; Weil, D. N. (1992). A contribution to the empirics of economic growth. Quarterly Journal of Economics, 107(2), 407–437. https://doi.org/10.2307/2118477</mixed-citation><mixed-citation xml:lang="en">Mankiw, N. G., Romer, D., &amp; Weil, D. N. (1992). A contribution to the empirics of economic growth. Quarterly Journal of Economics, 107(2), 407–437. https://doi.org/10.2307/2118477</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Manić, E., &amp; Mitrović, Đ. (2021). Unbalanced development: Regional disparity analysis in Serbia. Economic Themes, 59(1), 45–60. https://doi.org/10.2478/ethemes-2021-0003</mixed-citation><mixed-citation xml:lang="en">Manić, E., &amp; Mitrović, Đ. (2021). Unbalanced development: Regional disparity analysis in Serbia. Economic Themes, 59(1), 45–60. https://doi.org/10.2478/ethemes-2021-0003</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">McCann, P. (2020). Perceptions of regional inequality and the geography of discontent. Cambridge Journal of Regions, Economy and Society, 13(1), 3–22. https://doi.org/10.1080/00343404.2019.1619928</mixed-citation><mixed-citation xml:lang="en">McCann, P. (2020). Perceptions of regional inequality and the geography of discontent. Cambridge Journal of Regions, Economy and Society, 13(1), 3–22. https://doi.org/10.1080/00343404.2019.1619928</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Myrdal, G. (1957). Economic theory and under-developed regions. Gerald Duckworth.</mixed-citation><mixed-citation xml:lang="en">Myrdal, G. (1957). Economic theory and under-developed regions. Gerald Duckworth.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">North, D. C. (1990). Institutions, institutional change and economic performance. Cambridge University Press.</mixed-citation><mixed-citation xml:lang="en">North, D. C. (1990). Institutions, institutional change and economic performance. Cambridge University Press.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Nurlanova, N.K., Satybaldin, A.A., Brimbetova, N.Z., &amp; Kireyeva, A.A. (2019). Reduction of Economic Disparities in the Regions of Kazakhstan Based on Inclusive Development. The Journal of Asian Finance, Economics and Business. 1 https://doi.org/0.13106/JAFEB.2019.VOL6.NO2.299</mixed-citation><mixed-citation xml:lang="en">Nurlanova, N.K., Satybaldin, A.A., Brimbetova, N.Z., &amp; Kireyeva, A.A. (2019). Reduction of Economic Disparities in the Regions of Kazakhstan Based on Inclusive Development. The Journal of Asian Finance, Economics and Business. 1 https://doi.org/0.13106/JAFEB.2019.VOL6.NO2.299</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Nurlanova, N., Alzhanova, F., Saparbek, N., &amp; 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).2023.65</mixed-citation><mixed-citation xml:lang="en">Nurlanova, N., Alzhanova, F., Saparbek, N., &amp; 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).2023.65</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Nurlanova, N., Alzhanova, F., &amp; Dnishev, F. (2024). Methods and practice of assessing the level of inclusive regional development of Kazakhstan. Economics: The Strategy and Practice, 18(4), 109–126. https://doi.org/10.51176/1997-9967-2023-4-109-126</mixed-citation><mixed-citation xml:lang="en">Nurlanova, N., Alzhanova, F., &amp; Dnishev, F. (2024). Methods and practice of assessing the level of inclusive regional development of Kazakhstan. Economics: The Strategy and Practice, 18(4), 109–126. https://doi.org/10.51176/1997-9967-2023-4-109-126</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Pakhomova, O. A., Dubrovina, O. A., Lukishin, A. V., &amp; Khazov, A. Y. (2021). Problems of spatial-economic and socialdemographic imbalance (On the example of the Volga Federal District). Fundamental Research, 4, 71–77. https://doi.org/10.17513/fr.43003</mixed-citation><mixed-citation xml:lang="en">Pakhomova, O. A., Dubrovina, O. A., Lukishin, A. V., &amp; Khazov, A. Y. (2021). Problems of spatial-economic and socialdemographic imbalance (On the example of the Volga Federal District). Fundamental Research, 4, 71–77. https://doi.org/10.17513/fr.43003</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Rodríguez-Pose, A. (2018). The revenge of the places that don’t matter. Cambridge Journal of Regions, Economy and Society, 11(1), 189–209. https://doi.org/10.1093/cjres/rsx024</mixed-citation><mixed-citation xml:lang="en">Rodríguez-Pose, A. (2018). The revenge of the places that don’t matter. Cambridge Journal of Regions, Economy and Society, 11(1), 189–209. https://doi.org/10.1093/cjres/rsx024</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Rodríguez-Pose, A., Bartalucci, F., Kurmanov, B., Rau, G., &amp; Nigmetov, K. (2024). Assessing regional inequalities in Kazakhstan through well-being. Asian Development Review, 41(1), 301–333. https://doi.org/10.1142/S0116110524500033</mixed-citation><mixed-citation xml:lang="en">Rodríguez-Pose, A., Bartalucci, F., Kurmanov, B., Rau, G., &amp; Nigmetov, K. (2024). Assessing regional inequalities in Kazakhstan through well-being. Asian Development Review, 41(1), 301–333. https://doi.org/10.1142/S0116110524500033</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98(5), 71–102. https://doi.org/10.1086/261725</mixed-citation><mixed-citation xml:lang="en">Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98(5), 71–102. https://doi.org/10.1086/261725</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Sermagambet, U., Satpayeva, Z., Smagulova, G., Urban, W., &amp; Yessenzhigitova, R. (2022). Socio-economic inequality in Kazakhstani regions: Assessment and impact on regional development management. Problems and Perspectives in Management, 20(3), 487–500. https://doi.org/10.21511/ppm.20(3).2022.39</mixed-citation><mixed-citation xml:lang="en">Sermagambet, U., Satpayeva, Z., Smagulova, G., Urban, W., &amp; Yessenzhigitova, R. (2022). Socio-economic inequality in Kazakhstani regions: Assessment and impact on regional development management. Problems and Perspectives in Management, 20(3), 487–500. https://doi.org/10.21511/ppm.20(3).2022.39</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Slijepcevic, S. (2019). Measuring efficiency at the regional level: A Data Envelopment Analysis approach. Lex Localis – Journal of Local Self-Government, 17(3), 679–696. https://doi.org/10.4335/17.3.679-696(2019)</mixed-citation><mixed-citation xml:lang="en">Slijepcevic, S. (2019). Measuring efficiency at the regional level: A Data Envelopment Analysis approach. Lex Localis – Journal of Local Self-Government, 17(3), 679–696. https://doi.org/10.4335/17.3.679-696(2019)</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Solow, R. M. (1956). A contribution to the theory of economic growth. Quarterly Journal of Economics, 70(1), 65–94. https://doi.org/10.2307/1884513</mixed-citation><mixed-citation xml:lang="en">Solow, R. M. (1956). A contribution to the theory of economic growth. Quarterly Journal of Economics, 70(1), 65–94. https://doi.org/10.2307/1884513</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Stanković, J. J., Marjanović, I., &amp; Stojković, N. (2020). DEA assessment of socio-economic development of European countries. Management: Journal of Sustainable Business and Management Solutions in Emerging Economies. https://doi.org/10.7595/management.fon.2020.0012</mixed-citation><mixed-citation xml:lang="en">Stanković, J. J., Marjanović, I., &amp; Stojković, N. (2020). DEA assessment of socio-economic development of European countries. Management: Journal of Sustainable Business and Management Solutions in Emerging Economies. https://doi.org/10.7595/management.fon.2020.0012</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Swan, T. W. (1956). Economic growth and capital accumulation. Economic Record, 32(2), 334–361. https://doi.org/10.1111/j.1475-4932.1956.tb00434.x</mixed-citation><mixed-citation xml:lang="en">Swan, T. W. (1956). Economic growth and capital accumulation. Economic Record, 32(2), 334–361. https://doi.org/10.1111/j.1475-4932.1956.tb00434.x</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Tumanjants, K. A., &amp; Sesina, Y. E. (2018). Assessment of the effectiveness of social expenditures of Russian regions using the DEA method. Regional Economics: Theory and Practice, 16(1), 123–137. https://doi.org/10.21686/2413-2829-2023-38-49</mixed-citation><mixed-citation xml:lang="en">Tumanjants, K. A., &amp; Sesina, Y. E. (2018). Assessment of the effectiveness of social expenditures of Russian regions using the DEA method. Regional Economics: Theory and Practice, 16(1), 123–137. https://doi.org/10.21686/2413-2829-2023-38-49</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Uskelenova, A. T., &amp; Nikiforova, N. (2024). Regional development of Kazakhstan: Theoretical premises and reality. Regional Science Policy &amp; Practice, 16(3), 12616. https://doi.org/10.1111/rsp3.12616</mixed-citation><mixed-citation xml:lang="en">Uskelenova, A. T., &amp; Nikiforova, N. (2024). Regional development of Kazakhstan: Theoretical premises and reality. Regional Science Policy &amp; Practice, 16(3), 12616. https://doi.org/10.1111/rsp3.12616</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
