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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">1997-9967-2026-3-22-38</article-id><article-id custom-type="elpub" pub-id-type="custom">esp-2194</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>ЭКОНОМИЧЕСКИЙ РОСТ И УСТОЙЧИВОЕ РАЗВИТИЕ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>ECONOMIC GROWTH AND SUSTAINABLE DEVELOPMENT</subject></subj-group></article-categories><title-group><article-title>Экономические факторы развития молочного сектора Казахстана: эконометрический анализ</article-title><trans-title-group xml:lang="en"><trans-title>Economic Factors in the Development of Kazakhstan’s Dairy Sector: An Econometric Analysis</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9955-9282</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Домалатов</surname><given-names>Е. Б.</given-names></name><name name-style="western" xml:lang="en"><surname>Domalatov</surname><given-names>Y. B.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Домалатов Е.Б. – PhD докторант,</p><p>Усть-Каменогорск</p></bio><bio xml:lang="en"><p>Yerzhan B. Domalatov – PhD Candidate, Senior Lecturer</p><p> Ust-Kamenogorsk </p></bio><email xlink:type="simple">domalatovkz@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/0000-0002-3460-8634</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ахметова</surname><given-names>Л. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Akhmetova</surname><given-names>L. M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Ахметова Л.М. – PhD докторант</p><p>Усть-Каменогорск</p></bio><bio xml:lang="en"><p>Lyailya M. Akhmetova – PhD Candidate</p><p>Ust-Kamenogorsk </p></bio><email xlink:type="simple">lyailya.akh@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/0000-0002-3414-2213</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Байгужинова</surname><given-names>А. Ж.</given-names></name><name name-style="western" xml:lang="en"><surname>Baiguzhinova</surname><given-names>A. Zh.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Байгужинова А.Ж. – PhD докторан</p><p>Усть-Каменогорск</p></bio><bio xml:lang="en"><p>Alma Zh. Baiguzhinova – PhD Candidate</p><p>Ust-Kamenogorsk </p></bio><email xlink:type="simple">alma.baiguzhinova456@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/0000-0003-0798-1078</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Апышева</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Apysheva</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Апышева А.А. – к.э.н., ассоциированный профессор </p><p>Усть-Каменогорск </p></bio><bio xml:lang="en"><p>Assel A. Apysheva – Cand. Sc. (Econ.), Associate Professor</p><p> Ust-Kamenogorsk </p></bio><email xlink:type="simple">asel_gan@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/0000-0002-6241-0932</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Дубина</surname><given-names>И. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Dubina</surname><given-names>I. N.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Дубина И.Н. – д.э.н., профессор</p><p>Барнаул  </p></bio><bio xml:lang="en"><p>Igor N. Dubina – Doc. Sc. (Econ.), Professor</p><p> Barnaul </p></bio><email xlink:type="simple">dubina@mail.asu.ru</email><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Восточно-Казахстанский университет им. С.Аманжолова</institution><country>Казахстан</country></aff><aff xml:lang="en"><institution>Sarsen Amanzholov East Kazakhstan University</institution><country>Kazakhstan</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Алтайский государственный университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Altai State University</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>16</day><month>10</month><year>2026</year></pub-date><volume>21</volume><issue>3</issue><fpage>22</fpage><lpage>38</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Домалатов Е.Б., Ахметова Л.М., Байгужинова А.Ж., Апышева А.А., Дубина И.Н., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Домалатов Е.Б., Ахметова Л.М., Байгужинова А.Ж., Апышева А.А., Дубина И.Н.</copyright-holder><copyright-holder xml:lang="en">Domalatov Y.B., Akhmetova L.M., Baiguzhinova A.Z., Apysheva A.A., Dubina I.N.</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/2194">https://esp.ieconom.kz/jour/article/view/2194</self-uri><abstract><p>Молочный сектор играет важную роль в обеспечении продовольственной безопасности Казахстана, однако его развитие характеризуется структурными диспропорциями, ограниченной технологической модернизацией и высокой зависимостью от производственных и инвестиционных факторов. Цель исследования оценить взаимосвязь инвестиционных, ценовых и производственных факторов с динамикой производства молока в Казахстане за 2004–2024 гг. с учетом лаговых эффектов и структурного разрыва официальной статистики начиная с 2022 г. Информационную базу составили ежегодные данные Продовольственной и сельскохозяйственной организации ООН и Бюро национальной статистики Республики Казахстан за 2004–2024 гг. Применены описательная статистика, корреляционный анализ Пирсона, тесты ADF и KPSS, множественная регрессия методом наименьших квадратов, диагностика мультиколлинеарности и анализ альтернативных спецификаций. Результаты показали, что предпочтительная модель объясняет 95,3% вариации объема производства молока. Наиболее значимая положительная связь установлена для реальных инвестиций в сельское хозяйство (β = 0,461; p = 0,002) и средней молочной продуктивности коров (β = 0,305; p = 0,018). Индекс цен производителей не продемонстрировал статистически значимой связи с объемом производства (β = 0,021; p = 0,836). Учет пересмотра официальной статистики за 2022–2024 гг. существенно повысил объясняющую способность модели. Полученные результаты показывают, что основными факторами развития молочного сектора Казахстана выступают инвестиции и повышение продуктивности, тогда как ценовые сигналы без технологической модернизации не обеспечивают устойчивого увеличения производства.</p></abstract><trans-abstract xml:lang="en"><p>The dairy sector plays an important role in ensuring Kazakhstan’s food security, but its development is characterized by structural imbalances, limited technological modernization, and high dependence on production and investment factors. The aim of the study is to evaluate the relationship of investment, price and production factors with the dynamics of milk production in Kazakhstan in 2004-2024, taking into account lag effects and the structural gap in official statistics starting in 2022. The information base was compiled by the annual data of the Food and Agriculture Organization of the United Nations and the Bureau of National Statistics of the Republic of Kazakhstan for 2004-2024. Descriptive statistics, Pearson correlation analysis, ADF and KPSS tests, multiple least squares regression, multicollinearity diagnostics, and alternative specification analysis are applied. The results showed that the preferred model explains 95.3% of the variation in milk production. The most significant positive relationship was found for real investments in agriculture (β = 0.461; p = 0.002) and average dairy productivity of cows (β = 0.305; p = 0.018). The producer price index did not demonstrate a statistically significant relationship with the volume of production (β = 0.021; p = 0.836). Taking into account the revision of official statistics for 2022-2024 has significantly increased the explanatory power of the model. The results show that the main factors in the development of Kazakhstan’s dairy sector are investment and increased productivity, while price signals without technological modernization do not ensure a steady increase in production.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>аграрная экономика</kwd><kwd>агропромышленный комплекс</kwd><kwd>сельское хозяйство</kwd><kwd>молочный сектор</kwd><kwd>модернизация</kwd><kwd>эффективность производства</kwd><kwd>основной капитал</kwd><kwd>инвестиционная активность</kwd></kwd-group><kwd-group xml:lang="en"><kwd>Agricultural Economy</kwd><kwd>Agro-Industrial Complex</kwd><kwd>Agriculture</kwd><kwd>Dairy Sector</kwd><kwd>Modernization</kwd><kwd>Production Efficiency</kwd><kwd>Fixed Capital</kwd><kwd>Investment Activity</kwd></kwd-group><funding-group><funding-statement xml:lang="ru">исследование выполнено в рамках грантового финансирования Комитета науки МНВО РК по проекту ИРН «AP26101867 Повышение конкурентоспособности молочнопродуктовой подсистемы АПК региона в условиях цифровой логистики»</funding-statement><funding-statement xml:lang="en">This work was supported by the Science Committee MSHE RK within the framework of grant No. “AP26101867 Improving the competitiveness of the dairy subsector of the agro-industrial complex of the region in the context of digital logistics”</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">Adesogan, A. T., &amp; Dahl, G. E. (2020). MILK Symposium introduction: Dairy production in developing countries. Journal of Dairy Science, 103(11), 9677–9680. https://doi.org/10.3168/jds.2020-18313</mixed-citation><mixed-citation xml:lang="en">Adesogan, A. T., &amp; Dahl, G. E. (2020). MILK Symposium introduction: Dairy production in developing countries. Journal of Dairy Science, 103(11), 9677–9680. https://doi.org/10.3168/jds.2020-18313</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Akhmedyarov, Y., Kurmanov, N., Petrova, M., &amp; Gordeyeva, Y. (2023). The Kazakhstan dairy enterprises’ problem analysis and innovative potential of an agricultural enterprise. IOP Conference Series: Earth and Environmental Science, 1269(1), 012037. https://doi. org/10.1088/1755-1315/1269/1/012037</mixed-citation><mixed-citation xml:lang="en">Akhmedyarov, Y., Kurmanov, N., Petrova, M., &amp; Gordeyeva, Y. (2023). The Kazakhstan dairy enterprises’ problem analysis and innovative potential of an agricultural enterprise. IOP Conference Series: Earth and Environmental Science, 1269(1), 012037. https://doi. org/10.1088/1755-1315/1269/1/012037</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Akhmetova, A., Abdykerova, G., Shaukerova, Z., Bulasheva, A., &amp; Akhmetova, A. (2024). Diagnostics of financial stability of agricultural enterprises of dairy cattle breeding of the Republic of Kazakhstan: Study of foreign crisis-forecasting models. Scientific Horizons, 27(5), 172–182. https://doi.org/10.48077/scihor5.2024.172</mixed-citation><mixed-citation xml:lang="en">Akhmetova, A., Abdykerova, G., Shaukerova, Z., Bulasheva, A., &amp; Akhmetova, A. (2024). Diagnostics of financial stability of agricultural enterprises of dairy cattle breeding of the Republic of Kazakhstan: Study of foreign crisis-forecasting models. Scientific Horizons, 27(5), 172–182. https://doi.org/10.48077/scihor5.2024.172</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Akhmetova, L., Domalatov, Y., Baiguzhinova, A., Dubina, I., &amp; Bazhigaliyeva, M. (2026a). Digitalization of agribusiness and its impact on productivity and sustainability: A systematic literature review. Eurasian Journal of Economic and Business Studies, 70(1), 88– 103. https://doi.org/10.47703/2789-8253-2026-1-88-103</mixed-citation><mixed-citation xml:lang="en">Akhmetova, L., Domalatov, Y., Baiguzhinova, A., Dubina, I., &amp; Bazhigaliyeva, M. (2026a). Digitalization of agribusiness and its impact on productivity and sustainability: A systematic literature review. Eurasian Journal of Economic and Business Studies, 70(1), 88– 103. https://doi.org/10.47703/2789-8253-2026-1-88-103</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Akhmetova, L., Bazhigaliyeva, M., Zhakenova, G., Tulaganov, A., Saktayeva, A., Mamyrbekova, D., Baiguzhinova, A., Baigireyeva, Z., &amp; Apysheva, A. (2026b). Determining the impact of digital transformation on the economic efficiency of dairy farms (using the example of the Republic of Kazakhstan). EasternEuropean Journal of Enterprise Technologies, 3, 6–14. https://doi.org/10.15587/1729-4061.2026.365620</mixed-citation><mixed-citation xml:lang="en">Akhmetova, L., Bazhigaliyeva, M., Zhakenova, G., Tulaganov, A., Saktayeva, A., Mamyrbekova, D., Baiguzhinova, A., Baigireyeva, Z., &amp; Apysheva, A. (2026b). Determining the impact of digital transformation on the economic efficiency of dairy farms (using the example of the Republic of Kazakhstan). EasternEuropean Journal of Enterprise Technologies, 3, 6–14. https://doi.org/10.15587/1729-4061.2026.365620</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Ali, B. M. (2021). The effect of cow longevity on dynamic productivity growth of dairy farming. Livestock Science, 250, 104582. https://doi.org/10.1016/j. livsci.2021.104582</mixed-citation><mixed-citation xml:lang="en">Ali, B. M. (2021). The effect of cow longevity on dynamic productivity growth of dairy farming. Livestock Science, 250, 104582. https://doi.org/10.1016/j. livsci.2021.104582</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Arvidsson Segerkvist, K., Hansson, H., Sonesson, U., &amp; Gunnarsson, S. (2020). Research on environmental, economic, and social sustainability in dairy farming: A systematic mapping of current literature. Sustainability, 12(14), 5502. https://doi.org/10.3390/su12145502</mixed-citation><mixed-citation xml:lang="en">Arvidsson Segerkvist, K., Hansson, H., Sonesson, U., &amp; Gunnarsson, S. (2020). Research on environmental, economic, and social sustainability in dairy farming: A systematic mapping of current literature. Sustainability, 12(14), 5502. https://doi.org/10.3390/su12145502</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Azizsafaei, M., Hosseinian-Far, A., Khandan, R., Sarwar, D., &amp; Daneshkhah, A. (2022). Assessing risks in dairy supply chain systems: A system dynamics approach. Systems, 10(4), 114. https://doi.org/10.3390/ systems10040114</mixed-citation><mixed-citation xml:lang="en">Azizsafaei, M., Hosseinian-Far, A., Khandan, R., Sarwar, D., &amp; Daneshkhah, A. (2022). Assessing risks in dairy supply chain systems: A system dynamics approach. Systems, 10(4), 114. https://doi.org/10.3390/ systems10040114</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Baiguzhinova, A., Apysheva, A., Saktayeva, A., Domalatov, Y., Mamyrbekova, D., Kuangaliyeva, T., &amp; Mugauina, R. (2025). Identifying the prospects for sustainable development of the dairy sector. EasternEuropean Journal of Enterprise Technologies, 5(13),81–91. https://doi.org/10.15587/1729-4061.2025.341061</mixed-citation><mixed-citation xml:lang="en">Baiguzhinova, A., Apysheva, A., Saktayeva, A., Domalatov, Y., Mamyrbekova, D., Kuangaliyeva, T., &amp; Mugauina, R. (2025). Identifying the prospects for sustainable development of the dairy sector. EasternEuropean Journal of Enterprise Technologies, 5(13),81–91. https://doi.org/10.15587/1729-4061.2025.341061</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Ben Abdallah, M., Fekete Farkas, M., &amp; Lakner, Z. (2020). Analysis of dairy product price transmission in Hungary: A nonlinear ARDL model. Agriculture, 10(6), 217. https://doi.org/10.3390/agriculture10060217</mixed-citation><mixed-citation xml:lang="en">Ben Abdallah, M., Fekete Farkas, M., &amp; Lakner, Z. (2020). Analysis of dairy product price transmission in Hungary: A nonlinear ARDL model. Agriculture, 10(6), 217. https://doi.org/10.3390/agriculture10060217</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Bianchi, M. C., Bava, L., Sandrucci, A., Tangorra, F. M., Tamburini, A., Gislon, G., &amp; Zucali, M. (2022). Diffusion of precision livestock farming technologies in dairy cattle farms. Animal, 16(11), 100650. https://doi. org/10.1016/j.animal.2022.100650</mixed-citation><mixed-citation xml:lang="en">Bianchi, M. C., Bava, L., Sandrucci, A., Tangorra, F. M., Tamburini, A., Gislon, G., &amp; Zucali, M. (2022). Diffusion of precision livestock farming technologies in dairy cattle farms. Animal, 16(11), 100650. https://doi. org/10.1016/j.animal.2022.100650</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Bórawski, P., Pawlewicz, A., Parzonko, A., Harper, J. K., &amp; Holden, L. (2020). Factors Shaping Cow’s Milk Production in the EU. Sustainability, 12(1), 420. https:// doi.org/10.3390/su12010420</mixed-citation><mixed-citation xml:lang="en">Bórawski, P., Pawlewicz, A., Parzonko, A., Harper, J. K., &amp; Holden, L. (2020). Factors Shaping Cow’s Milk Production in the EU. Sustainability, 12(1), 420. https:// doi.org/10.3390/su12010420</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Bureau of National Statistics. (2025). Official statistical data. Retrieved April 15, 2026 from https:// stat.gov.kz/en</mixed-citation><mixed-citation xml:lang="en">Bureau of National Statistics. (2025). Official statistical data. Retrieved April 15, 2026 from https:// stat.gov.kz/en</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Cheng, R., Wang, Q., &amp; Wei, L. (2022). Income growth, employment structure transition and the rise of modern markets: The impact of urbanization on residents’ consumption of dairy products in China. PLOS ONE, 17(4), e0267006. https://doi.org/10.1371/journal. pone.0267006</mixed-citation><mixed-citation xml:lang="en">Cheng, R., Wang, Q., &amp; Wei, L. (2022). Income growth, employment structure transition and the rise of modern markets: The impact of urbanization on residents’ consumption of dairy products in China. PLOS ONE, 17(4), e0267006. https://doi.org/10.1371/journal. pone.0267006</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Costa, V. D. V., Martinelli, R. R., &amp; Bánkuti, F. I. (2022). A typological analysis of dairy farms based on bulk milk price. Tropical Animal Science Journal, 45(3), 374–380. https://doi.org/10.5398/tasj.2022.45.3.374</mixed-citation><mixed-citation xml:lang="en">Costa, V. D. V., Martinelli, R. R., &amp; Bánkuti, F. I. (2022). A typological analysis of dairy farms based on bulk milk price. Tropical Animal Science Journal, 45(3), 374–380. https://doi.org/10.5398/tasj.2022.45.3.374</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Danese, P., Molinaro, M., &amp; Romano, P. (2020). Investigating fit in supply chain integration: A systematic literature review on context, practices, performance links. Journal of Purchasing and Supply Management, 26(5), 100634. https://doi.org/10.1016/j.pursup.2020.100634</mixed-citation><mixed-citation xml:lang="en">Danese, P., Molinaro, M., &amp; Romano, P. (2020). Investigating fit in supply chain integration: A systematic literature review on context, practices, performance links. Journal of Purchasing and Supply Management, 26(5), 100634. https://doi.org/10.1016/j.pursup.2020.100634</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">FAO. (2025). FAOSTAT: Crops and livestock products [Data set]. Retrieved August 15 2026, from https://www. fao.org/faostat/en</mixed-citation><mixed-citation xml:lang="en">FAO. (2025). FAOSTAT: Crops and livestock products [Data set]. Retrieved August 15 2026, from https://www. fao.org/faostat/en</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Fiorillo, V., &amp; Amico, B. M. (2024). Milk quality and economic sustainability in dairy farming: A systematic review of performance indicators. Dairy, 5(3), 384–402. https://doi.org/10.3390/dairy5030031</mixed-citation><mixed-citation xml:lang="en">Fiorillo, V., &amp; Amico, B. M. (2024). Milk quality and economic sustainability in dairy farming: A systematic review of performance indicators. Dairy, 5(3), 384–402. https://doi.org/10.3390/dairy5030031</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Foreign Agricultural Service (FAS). (2025). Kazakhstan focused on modernizing dairy sector and reducing dairy product imports (GAIN Report No. KZ2025-0016). U.S. Department of Agriculture. https://apps.fas.usda.gov/newgainapi/api/Report/ Download ReportByFileName?fileName=Kazakhstan+ F o c u s e d + o n + M o d e r n i z i n g + D a i r y + S e c t o r + and+Reducing+Dairy+Product+Imports_Astana% 28Nur-Sultan%29_Kazakhstan+-+Republic+of_ KZ2025-0016.pdf</mixed-citation><mixed-citation xml:lang="en">Foreign Agricultural Service (FAS). (2025). Kazakhstan focused on modernizing dairy sector and reducing dairy product imports (GAIN Report No. KZ2025-0016). U.S. Department of Agriculture. https://apps.fas.usda.gov/newgainapi/api/Report/ Download ReportByFileName?fileName=Kazakhstan+ F o c u s e d + o n + M o d e r n i z i n g + D a i r y + S e c t o r + and+Reducing+Dairy+Product+Imports_Astana% 28Nur-Sultan%29_Kazakhstan+-+Republic+of_ KZ2025-0016.pdf</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Guarnaschelli, A. G., Salomone, H. E., &amp; Méndez, C. A. (2020). A stochastic approach for integrated production and distribution planning in dairy supply chains. Computers &amp; Chemical Engineering, 140, Article 106966. https://doi.org/10.1016/j.compchemeng.2020.106966</mixed-citation><mixed-citation xml:lang="en">Guarnaschelli, A. G., Salomone, H. E., &amp; Méndez, C. A. (2020). A stochastic approach for integrated production and distribution planning in dairy supply chains. Computers &amp; Chemical Engineering, 140, Article 106966. https://doi.org/10.1016/j.compchemeng.2020.106966</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Han, S. W., Lim, S. S., &amp; Balkibayeva, A. (2022). Productive efficiency and trade opportunities for Kazakhstan dairy farms. Economia Agro-Alimentare/ Food Economy, 24(1). https://doi.org/10.3280/ ecag2022oa12752</mixed-citation><mixed-citation xml:lang="en">Han, S. W., Lim, S. S., &amp; Balkibayeva, A. (2022). Productive efficiency and trade opportunities for Kazakhstan dairy farms. Economia Agro-Alimentare/ Food Economy, 24(1). https://doi.org/10.3280/ ecag2022oa12752</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Hassan, A., Cui-Xia, L., Ahmad, N., Iqbal, M., Hussain, K., Ishtiaq, M., &amp; Abrar, M. (2021). Safety failure factors affecting dairy supply chain: Insights from a developing economy. Sustainability, 13(17), Article 9500. https://doi.org/10.3390/su13179500</mixed-citation><mixed-citation xml:lang="en">Hassan, A., Cui-Xia, L., Ahmad, N., Iqbal, M., Hussain, K., Ishtiaq, M., &amp; Abrar, M. (2021). Safety failure factors affecting dairy supply chain: Insights from a developing economy. Sustainability, 13(17), Article 9500. https://doi.org/10.3390/su13179500</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Headey, D. D., Alderman, H., Hoddinott, J., &amp; Narayanan, S. (2024). The glass of milk half-empty? Dairy development and nutrition in low- and middleincome countries. Food Policy, 122, 102585. https://doi. org/10.1016/j.foodpol.2023.102585</mixed-citation><mixed-citation xml:lang="en">Headey, D. D., Alderman, H., Hoddinott, J., &amp; Narayanan, S. (2024). The glass of milk half-empty? Dairy development and nutrition in low- and middleincome countries. Food Policy, 122, 102585. https://doi. org/10.1016/j.foodpol.2023.102585</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Hillen, J. (2021). Vertical price transmission in Swiss dairy and cheese value chains. Agricultural and Food Economics, 9, Article 13. https://doi.org/10.1186/s40100- 021-00187-3</mixed-citation><mixed-citation xml:lang="en">Hillen, J. (2021). Vertical price transmission in Swiss dairy and cheese value chains. Agricultural and Food Economics, 9, Article 13. https://doi.org/10.1186/s40100- 021-00187-3</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Jia, M., Zhen, L., &amp; Xiao, Y. (2022). Changing food consumption and nutrition intake in Kazakhstan.Nutrients, 14(2), 326. https://doi.org/10.3390/nu14020326</mixed-citation><mixed-citation xml:lang="en">Jia, M., Zhen, L., &amp; Xiao, Y. (2022). Changing food consumption and nutrition intake in Kazakhstan.Nutrients, 14(2), 326. https://doi.org/10.3390/nu14020326</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">John, N., Johnson, A. D., Eneojo, B. A., Ingomowei, P. S., &amp; Osere, N. J. (2025). Leveraging digital transformation for responsible food production and distribution in an emerging economy’s manufacturing sector. Journal of Distribution Science, 23(2), 1–11. https://doi.org/10.15722/jds.23.02.202502.1</mixed-citation><mixed-citation xml:lang="en">John, N., Johnson, A. D., Eneojo, B. A., Ingomowei, P. S., &amp; Osere, N. J. (2025). Leveraging digital transformation for responsible food production and distribution in an emerging economy’s manufacturing sector. Journal of Distribution Science, 23(2), 1–11. https://doi.org/10.15722/jds.23.02.202502.1</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Jussibaliyeva, A. K., Soltanbayeva, A. B., &amp; Tleuberdiyeva, S. S. (2022). The agricultural factors influencing the economic development of Kazakhstan. Economy: Strategy and Practice, 17(4), 145–157. https:// doi.org/10.51176/1997-9967-2022-4-145-157</mixed-citation><mixed-citation xml:lang="en">Jussibaliyeva, A. K., Soltanbayeva, A. B., &amp; Tleuberdiyeva, S. S. (2022). The agricultural factors influencing the economic development of Kazakhstan. Economy: Strategy and Practice, 17(4), 145–157. https:// doi.org/10.51176/1997-9967-2022-4-145-157</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Kaliyeva, S., Areal, F. J., &amp; Gadanakis, Y. (2021). Would Kazakh citizens support a milk co-operative system? Agriculture, 11(7), Article 642. https://doi. org/10.3390/agriculture11070642</mixed-citation><mixed-citation xml:lang="en">Kaliyeva, S., Areal, F. J., &amp; Gadanakis, Y. (2021). Would Kazakh citizens support a milk co-operative system? Agriculture, 11(7), Article 642. https://doi. org/10.3390/agriculture11070642</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Kimsanova, B., Sanaev, G., &amp; Herzfeld, T. (2024). Dynamics of food demand during political instability: Evidence from Kyrgyzstan. Agricultural Economics, 55(1), 41–53. https://doi.org/10.1111/agec.12810</mixed-citation><mixed-citation xml:lang="en">Kimsanova, B., Sanaev, G., &amp; Herzfeld, T. (2024). Dynamics of food demand during political instability: Evidence from Kyrgyzstan. Agricultural Economics, 55(1), 41–53. https://doi.org/10.1111/agec.12810</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Kireyeva, A.A., Kangalakova, D.M., Kredina, A.A., Satpayeva, Z.T., &amp; Urdabayev, M. (2021). Managing research and development process in conditions of economic growth of Kazakhstan: Methods and analysis. Problems and Perspectives in Management, 19(3), 185-196. http://dx.doi.org/10.21511/ ppm.19(3).2021.16</mixed-citation><mixed-citation xml:lang="en">Kireyeva, A.A., Kangalakova, D.M., Kredina, A.A., Satpayeva, Z.T., &amp; Urdabayev, M. (2021). Managing research and development process in conditions of economic growth of Kazakhstan: Methods and analysis. Problems and Perspectives in Management, 19(3), 185-196. http://dx.doi.org/10.21511/ ppm.19(3).2021.16</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Kireyeva, A., Kenzhegulova, G., &amp; Imangali, Z. (2024). Relationship between agriculture industry shares in GRP and waste levels: Correlation analysis. E3S Web of Conferences, 541, 03002. https://doi.org/10.1051/ e3sconf/202454103002</mixed-citation><mixed-citation xml:lang="en">Kireyeva, A., Kenzhegulova, G., &amp; Imangali, Z. (2024). Relationship between agriculture industry shares in GRP and waste levels: Correlation analysis. E3S Web of Conferences, 541, 03002. https://doi.org/10.1051/ e3sconf/202454103002</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Klapkiv, J., Putsenteilo, P., &amp; Karpenko, V. (2023). The convergence of factors that affect the dairy product market: A comparative analysis of European Union Klapkiv, J., Putsenteilo, P., &amp; Karpenko, V. (2023). The convergence of factors that affect the dairy product market: A comparative analysis of European Union</mixed-citation><mixed-citation xml:lang="en">Klapkiv, J., Putsenteilo, P., &amp; Karpenko, V. (2023). The convergence of factors that affect the dairy product market: A comparative analysis of European Union Klapkiv, J., Putsenteilo, P., &amp; Karpenko, V. (2023). The convergence of factors that affect the dairy product market: A comparative analysis of European Union</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Kosar, N., Kuzo, N., Binda, J., Hayvanovych, N., &amp; Pytulyak, N. (2022). Modeling of the factors influencing the dairy market in Ukraine. Agricultural and Resource Economics: International Scientific E-Journal, 8(3), 42– 59. https://doi.org/10.51599/are.2022.08.03.03</mixed-citation><mixed-citation xml:lang="en">Kosar, N., Kuzo, N., Binda, J., Hayvanovych, N., &amp; Pytulyak, N. (2022). Modeling of the factors influencing the dairy market in Ukraine. Agricultural and Resource Economics: International Scientific E-Journal, 8(3), 42– 59. https://doi.org/10.51599/are.2022.08.03.03</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Liang, Y., Zhen, L., Zhang, C., &amp; Hu, Y. (2020). Consumption of products of livestock resources in Kazakhstan: Characteristics and influencing factors. Environmental Development, 34, 100492. https://doi. org/10.1016/j.envdev.2019.100492</mixed-citation><mixed-citation xml:lang="en">Liang, Y., Zhen, L., Zhang, C., &amp; Hu, Y. (2020). Consumption of products of livestock resources in Kazakhstan: Characteristics and influencing factors. Environmental Development, 34, 100492. https://doi. org/10.1016/j.envdev.2019.100492</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Ma, W., Renwick, A., &amp; Zhou, X. (2020). Short communication: The relationship between farm debt and dairy productivity and profitability in New Zealand. Journal of Dairy Science, 103(9), 8251–8256. https://doi. org/10.3168/jds.2019-17506</mixed-citation><mixed-citation xml:lang="en">Ma, W., Renwick, A., &amp; Zhou, X. (2020). Short communication: The relationship between farm debt and dairy productivity and profitability in New Zealand. Journal of Dairy Science, 103(9), 8251–8256. https://doi. org/10.3168/jds.2019-17506</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Mahfuza, E. J., Alam, M. J., &amp; McKenzie, A. M. (2024). Demand for milk and milk products in the rural household of Bangladesh: A panel data analysis. Journal of Agriculture and Food Research, 18, Article 101457. https://doi.org/10.1016/j.jafr.2024.101457</mixed-citation><mixed-citation xml:lang="en">Mahfuza, E. J., Alam, M. J., &amp; McKenzie, A. M. (2024). Demand for milk and milk products in the rural household of Bangladesh: A panel data analysis. Journal of Agriculture and Food Research, 18, Article 101457. https://doi.org/10.1016/j.jafr.2024.101457</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Malik, M., Gahlawat, V. K., Mor, R. S., Dahiya, V., &amp; Yadav, M. (2022). Application of optimization techniques in the dairy supply chain: A systematic review. Logistics, 6(4), Article 74. https://doi.org/10.3390/logistics6040074</mixed-citation><mixed-citation xml:lang="en">Malik, M., Gahlawat, V. K., Mor, R. S., Dahiya, V., &amp; Yadav, M. (2022). Application of optimization techniques in the dairy supply chain: A systematic review. Logistics, 6(4), Article 74. https://doi.org/10.3390/logistics6040074</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Náglová, Z., &amp; Rudinskaya, T. (2021). Factors influencing technical efficiency in the EU dairy farms. Agriculture, 11(11), Article 1114. https://doi.org/10.3390/ agriculture11111114</mixed-citation><mixed-citation xml:lang="en">Náglová, Z., &amp; Rudinskaya, T. (2021). Factors influencing technical efficiency in the EU dairy farms. Agriculture, 11(11), Article 1114. https://doi.org/10.3390/ agriculture11111114</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">OECD (2023). Agricultural policy monitoring and</mixed-citation><mixed-citation xml:lang="en">OECD (2023). Agricultural policy monitoring and</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">evaluation 2023: Adapting agriculture to climate change.</mixed-citation><mixed-citation xml:lang="en">evaluation 2023: Adapting agriculture to climate change.</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">OECD Publishing. https://doi.org/10.1787/b14de474-en</mixed-citation><mixed-citation xml:lang="en">OECD Publishing. https://doi.org/10.1787/b14de474-en</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">Olagunju, K. O., Sherry, E., Samuel, A., &amp; Caskie,</mixed-citation><mixed-citation xml:lang="en">Olagunju, K. O., Sherry, E., Samuel, A., &amp; Caskie,</mixed-citation></citation-alternatives></ref><ref id="cit43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">P. (2022). Unpacking total factor productivity on dairy</mixed-citation><mixed-citation xml:lang="en">P. (2022). Unpacking total factor productivity on dairy</mixed-citation></citation-alternatives></ref><ref id="cit44"><label>44</label><citation-alternatives><mixed-citation xml:lang="ru">farms using empirical evidence. Agriculture, 12(2),</mixed-citation><mixed-citation xml:lang="en">farms using empirical evidence. Agriculture, 12(2),</mixed-citation></citation-alternatives></ref><ref id="cit45"><label>45</label><citation-alternatives><mixed-citation xml:lang="ru">Article 225. https://doi.org/10.3390/agriculture12020225</mixed-citation><mixed-citation xml:lang="en">Article 225. https://doi.org/10.3390/agriculture12020225</mixed-citation></citation-alternatives></ref><ref id="cit46"><label>46</label><citation-alternatives><mixed-citation xml:lang="ru">Onegina, V., Megits, N., Kravchenko, O., &amp; Kravchenko, Y. (2022). Price transmission in milk supply chain in Ukraine. Agricultural and Resource Economics: International Scientific E-Journal, 8(1), 152–170. https:// doi.org/10.51599/are.2022.08.01.08</mixed-citation><mixed-citation xml:lang="en">Onegina, V., Megits, N., Kravchenko, O., &amp; Kravchenko, Y. (2022). Price transmission in milk supply chain in Ukraine. Agricultural and Resource Economics: International Scientific E-Journal, 8(1), 152–170. https:// doi.org/10.51599/are.2022.08.01.08</mixed-citation></citation-alternatives></ref><ref id="cit47"><label>47</label><citation-alternatives><mixed-citation xml:lang="ru">Ramakgasha, M. J., &amp; Thaba, T. K. (2026). Price transmission and market concentration: An investigation into the South African dairy industry. International Journal of Economics and Financial Issues, 16(3), 83– 88. https://doi.org/10.32479/ijefi.22954</mixed-citation><mixed-citation xml:lang="en">Ramakgasha, M. J., &amp; Thaba, T. K. (2026). Price transmission and market concentration: An investigation into the South African dairy industry. International Journal of Economics and Financial Issues, 16(3), 83– 88. https://doi.org/10.32479/ijefi.22954</mixed-citation></citation-alternatives></ref><ref id="cit48"><label>48</label><citation-alternatives><mixed-citation xml:lang="ru">Rudinskaya, T., &amp; Boskova, I. (2021). Asymmetric price transmission and farmers’ response in the Czech dairy chain. Agricultural Economics, 67(5), 163–172. https://doi.org/10.17221/22/2021-AGRICECON</mixed-citation><mixed-citation xml:lang="en">Rudinskaya, T., &amp; Boskova, I. (2021). Asymmetric price transmission and farmers’ response in the Czech dairy chain. Agricultural Economics, 67(5), 163–172. https://doi.org/10.17221/22/2021-AGRICECON</mixed-citation></citation-alternatives></ref><ref id="cit49"><label>49</label><citation-alternatives><mixed-citation xml:lang="ru">Schorr, A., &amp; Lips, M. (2018). Influence of milk yield on profitability: A quantile regression analysis. Journal of Dairy Science, 101(9), 8350–8368. https://doi. org/10.3168/jds.2018-14434</mixed-citation><mixed-citation xml:lang="en">Schorr, A., &amp; Lips, M. (2018). Influence of milk yield on profitability: A quantile regression analysis. Journal of Dairy Science, 101(9), 8350–8368. https://doi. org/10.3168/jds.2018-14434</mixed-citation></citation-alternatives></ref><ref id="cit50"><label>50</label><citation-alternatives><mixed-citation xml:lang="ru">Smagulova, Sh. A., Soltanbayeva, A. B., &amp; Mugauina, R. U. (2023). Dairy industry of Kazakhstan: Regional aspect. Problems of AgriMarket, 4, 140–150. https://doi. org/10.46666/2023-4.2708-9991.14</mixed-citation><mixed-citation xml:lang="en">Smagulova, Sh. A., Soltanbayeva, A. B., &amp; Mugauina, R. U. (2023). Dairy industry of Kazakhstan: Regional aspect. Problems of AgriMarket, 4, 140–150. https://doi. org/10.46666/2023-4.2708-9991.14</mixed-citation></citation-alternatives></ref><ref id="cit51"><label>51</label><citation-alternatives><mixed-citation xml:lang="ru">Sun, Y., Brimbetova, N. Zh., Chulanova, Z. K., &amp; Rakhmatullayeva, D. Zh. (2026). Digital finance and agricultural productivity growth: Comparative evidence from China and Kazakhstan. Economy: Strategy and Practice, 21(1), 128–139. https://doi.org/10.51176/1997- 9967-2026-1-128-139</mixed-citation><mixed-citation xml:lang="en">Sun, Y., Brimbetova, N. Zh., Chulanova, Z. K., &amp; Rakhmatullayeva, D. Zh. (2026). Digital finance and agricultural productivity growth: Comparative evidence from China and Kazakhstan. Economy: Strategy and Practice, 21(1), 128–139. https://doi.org/10.51176/1997- 9967-2026-1-128-139</mixed-citation></citation-alternatives></ref><ref id="cit52"><label>52</label><citation-alternatives><mixed-citation xml:lang="ru">Świtłyk, M., Sompolska-Rzechuła, A., &amp; Kurdyś- Kujawska, A. (2021). Measurement and evaluation of the efficiency and total productivity of dairy farms in Poland. Agronomy, 11(11), Article 2095. https://doi.org/10.3390/ agronomy11112095</mixed-citation><mixed-citation xml:lang="en">Świtłyk, M., Sompolska-Rzechuła, A., &amp; Kurdyś- Kujawska, A. (2021). Measurement and evaluation of the efficiency and total productivity of dairy farms in Poland. Agronomy, 11(11), Article 2095. https://doi.org/10.3390/ agronomy11112095</mixed-citation></citation-alternatives></ref><ref id="cit53"><label>53</label><citation-alternatives><mixed-citation xml:lang="ru">Vieira, A. A. C., Dias, L. M. S., Santos, M. Y., Pereira, G. A. B., &amp; Oliveira, J. A. (2020). Supply chain data integration: A literature review. Journal of Industrial Information Integration, 19, Article 100161. https://doi. org/10.1016/j.jii.2020.100161</mixed-citation><mixed-citation xml:lang="en">Vieira, A. A. C., Dias, L. M. S., Santos, M. Y., Pereira, G. A. B., &amp; Oliveira, J. A. (2020). Supply chain data integration: A literature review. Journal of Industrial Information Integration, 19, Article 100161. https://doi. org/10.1016/j.jii.2020.100161</mixed-citation></citation-alternatives></ref><ref id="cit54"><label>54</label><citation-alternatives><mixed-citation xml:lang="ru">Wu, B. (2021). Household dairy demand by income groups in an urban Chinese province: A multistage budgeting approach. Agribusiness, 37(3), 629–649. https://doi.org/10.1002/agr.21681</mixed-citation><mixed-citation xml:lang="en">Wu, B. (2021). Household dairy demand by income groups in an urban Chinese province: A multistage budgeting approach. Agribusiness, 37(3), 629–649. https://doi.org/10.1002/agr.21681</mixed-citation></citation-alternatives></ref><ref id="cit55"><label>55</label><citation-alternatives><mixed-citation xml:lang="ru">Yesbolova, A., Abdikerimova, G., Kuashbay, S., Sadykbekova, A., &amp; Bigeldieva, Z. (2025). Analysis of the current state of dairy cattle breeding in the Republic of Kazakhstan. E3S Web of Conferences, 614, Article 03029. https://doi.org/10.1051/e3sconf/202561403029</mixed-citation><mixed-citation xml:lang="en">Yesbolova, A., Abdikerimova, G., Kuashbay, S., Sadykbekova, A., &amp; Bigeldieva, Z. (2025). Analysis of the current state of dairy cattle breeding in the Republic of Kazakhstan. E3S Web of Conferences, 614, Article 03029. https://doi.org/10.1051/e3sconf/202561403029</mixed-citation></citation-alternatives></ref><ref id="cit56"><label>56</label><citation-alternatives><mixed-citation xml:lang="ru">Yu, Z., Liu, H., Peng, H., &amp; Dong, X. (2025). Digital transformation and farm economic performance: Evidence from Chinese dairy farms. Smart Agricultural Technology, 12, Article 101346. https://doi.org/10.1016/j. atech.2025.101346</mixed-citation><mixed-citation xml:lang="en">Yu, Z., Liu, H., Peng, H., &amp; Dong, X. (2025). Digital transformation and farm economic performance: Evidence from Chinese dairy farms. Smart Agricultural Technology, 12, Article 101346. https://doi.org/10.1016/j. atech.2025.101346</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>
