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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">10.58732/2958-7212-2025-3-42-59</article-id><article-id custom-type="elpub" pub-id-type="custom">qainar-371</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>Оценка взаимосвязи между цифровыми процессами и макроэкономическими показателями</article-title><trans-title-group xml:lang="en"><trans-title>Assessing the Relationship Between Digital Transformation and Macroeconomic Performance</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0005-9314-1316</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Андас</surname><given-names>Д.</given-names></name><name name-style="western" xml:lang="en"><surname>Andas</surname><given-names>D.</given-names></name></name-alternatives><bio xml:lang="ru"><p>бакалавр</p><p>Алматы</p></bio><bio xml:lang="en"><p>Dariga Andas – Bachelor</p><p>Almaty</p></bio><email xlink:type="simple">andasdariga19@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/0000-0002-0847-3537</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кошкина</surname><given-names>О.</given-names></name><name name-style="western" xml:lang="en"><surname>Koshkina</surname><given-names>O.</given-names></name></name-alternatives><bio xml:lang="ru"><p>PhD, ассоциированный профессор</p><p>Алматы</p></bio><bio xml:lang="en"><p>Olga Koshkina – PhD, Associate professor</p><p>Almaty</p></bio><email xlink:type="simple">ovkoshkina08@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/0009-0002-1198-3156</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Аманбаева</surname><given-names>С.</given-names></name><name name-style="western" xml:lang="en"><surname>Amanbayeva</surname><given-names>S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>бакалавр</p><p>Алматы</p></bio><bio xml:lang="en"><p>Saniya Amanbayeva – Bachelor</p><p>Almaty</p></bio><email xlink:type="simple">saniya.amanbayeva@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Университет Международного Бизнеса им. К.Сагадиева<country>Казахстан</country></aff><aff xml:lang="en">University of International Business named after K. Sagadiyev<country>Kazakhstan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>04</day><month>11</month><year>2025</year></pub-date><volume>4</volume><issue>3</issue><fpage>42</fpage><lpage>59</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Андас Д., Кошкина О., Аманбаева С., 2025</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Андас Д., Кошкина О., Аманбаева С.</copyright-holder><copyright-holder xml:lang="en">Andas D., Koshkina O., Amanbayeva S.</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/371">https://www.journal-kainar.kz/jour/article/view/371</self-uri><abstract><p>Цифровизация становится ключевым фактором структурных преобразований и источником устойчивого экономического роста, определяя новые параметры производительности, занятости и инвестиций. Цель исследования – определить взаимосвязь между уровнем цифровой грамотности населения, использованием информационно-коммуникационных технологий (далее – ИКТ) в организациях и макроэкономическими показателями в 2018–2024 гг. В исследовании использованы семь индикаторов, из которых два характеризуют цифровое развитие (уровень цифровой грамотности населения и использование ИКТ в организациях), а пять отражают экономическую динамику (ВВП, инвестиции в основной капитал, индекс реальной заработной платы, уровень безработицы и валовая добавленная стоимость на одного занятого). Результаты анализа показали, что рост цифровой грамотности населения имеет очень сильную положительную корреляцию с основными экономическими показателями: с ВВП (r = 0,934), инвестициями в основной капитал (r = 0,909) и валовой добавленной стоимостью на одного занятого (r = 0,947). В то же время использование ИКТ в организациях демонстрирует слабую и частично отрицательную корреляцию с ВВП (r = –0,205) и инвестициями (r = –0,180), что отражает структурный разрыв между человеческим и технологическим капиталом. Таким образом, за период 2018–2024 гг. цифровизация стала устойчивым фактором макроэкономического роста, при этом ключевую роль сыграл человеческий капитал. Для повышения эффективности цифровой трансформации требуется усиление интеграции ИКТ в бизнес-процессы, развитие инфраструктуры и повышение управленческой зрелости организаций.</p></abstract><trans-abstract xml:lang="en"><p>Digitalization is becoming a key factor in structural transformation and a source of sustainable economic growth, defining new parameters of productivity, employment and investment. The purpose of the study is to determine the relationship between the level of digital literacy of the population, the use of information and communication technologies (hereinafter - ICT) in organizations and macroeconomic indicators in 2018-2024. The study used seven indicators, of which two characterize digital development (the level of digital literacy of the population and the use of ICT in organizations), and five reflect economic dynamics (GDP, fixed capital investment, real wage index, unemployment rate and gross value added per employee). The results of the analysis showed that the growth of digital literacy of the population has a very strong positive correlation with the main economic indicators: GDP (r = 0.934), investments in fixed assets (r = 0.909) and gross value added per employed (r = 0.947). At the same time, the use of ICT in organizations shows a weak and partially negative correlation with GDP (r = -0.205) and investment (r = -0.180), reflecting the structural gap between human and technological capital. Thus, for the period 2018-2024. Digitalization has become a stable factor of macroeconomic growth, with human capital playing a key role. To increase the effectiveness of digital transformation, it is necessary to strengthen the integration of ICT into business processes, develop infrastructure and increase the managerial maturity of organizations.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>цифровизация</kwd><kwd>цифровое развитие</kwd><kwd>цифровые технологии</kwd><kwd>социальный капитал</kwd><kwd>труд</kwd><kwd>социальная устойчивость</kwd></kwd-group><kwd-group xml:lang="en"><kwd>digitalization</kwd><kwd>digital development</kwd><kwd>digital technologies</kwd><kwd>social capital</kwd><kwd>labor</kwd><kwd>social sustainability</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Bahrini, R., &amp; Qaffas, A. A. (2019). Impact of information and communication technology on economic growth: Evidence from developing countries. 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