<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article
PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.4 20190208//EN"
       "JATS-journalpublishing1.dtd">
<article 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" article-type="research-article" dtd-version="1.4" xml:lang="en">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">Journal of Applied Research</journal-id>
   <journal-title-group>
    <journal-title xml:lang="en">Journal of Applied Research</journal-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Журнал прикладных исследований</trans-title>
    </trans-title-group>
   </journal-title-group>
   <issn publication-format="print">2712-7516</issn>
   <issn publication-format="online">2949-1878</issn>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="publisher-id">132305</article-id>
   <article-categories>
    <subj-group subj-group-type="toc-heading" xml:lang="ru">
     <subject>ЭКОНОМИКА. ЭКОНОМИЧЕСКИЕ НАУКИ.</subject>
    </subj-group>
    <subj-group subj-group-type="toc-heading" xml:lang="en">
     <subject>ECONOMICS. ECONOMIC SCIENCES.</subject>
    </subj-group>
    <subj-group>
     <subject>ЭКОНОМИКА. ЭКОНОМИЧЕСКИЕ НАУКИ.</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title xml:lang="en">The role of big data and analytics in shaping the national economic strategy</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Роль Big Data и аналитики в формировании национальной экономической стратегии</trans-title>
    </trans-title-group>
   </title-group>
   <contrib-group content-type="authors">
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Качаева</surname>
       <given-names>Гюльханум Ибадулаховна</given-names>
      </name>
      <name xml:lang="en">
       <surname>Kachaeva</surname>
       <given-names>Gulkhanum Ibadulakhovna</given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-1"/>
    </contrib>
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Чилаев</surname>
       <given-names>Алаудин Шадитович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Chilaev</surname>
       <given-names>Alaudin Shaditovich</given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-2"/>
    </contrib>
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Султанов</surname>
       <given-names>Нариман Гарунович</given-names>
      </name>
      <name xml:lang="en">
       <surname>Sultanov</surname>
       <given-names>Nariman Garunovich</given-names>
      </name>
     </name-alternatives>
     <xref ref-type="aff" rid="aff-3"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">ФГБОУ ВО &quot;Дагестанский госудраственный технический университет&quot;</institution>
     <city>Махачкала</city>
     <country>Россия</country>
    </aff>
    <aff>
     <institution xml:lang="en">Dagestan State Technical University</institution>
     <city>Махачкала</city>
     <country>Russian Federation</country>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-2">
    <aff>
     <institution xml:lang="ru">Чеченский государственный университет им. А.А. Кадырова</institution>
    </aff>
    <aff>
     <institution xml:lang="en">Kadyrov Chechen State University</institution>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-3">
    <aff>
     <institution xml:lang="ru">Дагестанский государственный технический университет</institution>
    </aff>
    <aff>
     <institution xml:lang="en">Daghestan State Technical University </institution>
    </aff>
   </aff-alternatives>
   <elocation-id>11-18</elocation-id>
   <history>
    <date date-type="received" iso-8601-date="2026-07-28T00:00:00+03:00">
     <day>28</day>
     <month>07</month>
     <year>2026</year>
    </date>
   </history>
   <self-uri xlink:href="https://jomeam.ru/en/nauka/article/132305/view">https://jomeam.ru/en/nauka/article/132305/view</self-uri>
   <abstract xml:lang="ru">
    <p>В статье исследуется трансформационная роль больших данных и аналитики в формировании национальных экономических стратегий в условиях цифровой экономики. На основе анализа международного опыта Китая (реформа системы статистического учёта с включением GST-данных и UPI-транзакций), ОАЭ (создание интегрированной национальной системы экономических данных), Маврикия (интеграция открытых данных и инициатив больших данных в бюджетный процесс), а также теоретических подходов к дата-центричному принятию решений рассматриваются механизмы трансформации данных в стратегические активы. Особое внимание уделяется синхронизации статистических систем с потребностями государственной политики, созданию национальных систем закупки и управления данными, а также интеграции технологий искусственного интеллекта и прогностической аналитики в процессы стратегического планирования. На основе эмпирических данных представлены две таблицы, характеризующие международные практики интеграции данных в экономическую политику и ключевые направления национальных стратегий управления данными. Сделан вывод о формировании новой парадигмы государственного управления, где данные выступают не как постфактум-констатация, а как активный инструмент прогнозирования, упреждающей политики и экономической дипломатии.</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>The article examines the transformational role of big data and analytics in shaping national economic strategies in the digital economy. Based on the analysis of the international experience of China (statistical accounting system reform with the inclusion of GST data and UPI transactions), the United Arab Emirates (creation of an integrated national economic data system), Mauritius (integration of open data and big data initiatives into the budget process), as well as theoretical approaches to data-centric decision-making, data transformation mechanisms are considered. into strategic assets. Special attention is paid to the synchronization of statistical systems with the needs of public policy, the creation of national procurement and data management systems, as well as the integration of artificial intelligence technologies and predictive analytics into strategic planning processes. Based on empirical data, two tables are presented that characterize international practices of integrating data into economic policy and key areas of national data management strategies. The conclusion is made about the formation of a new paradigm of public administration, where data does not act as an after-the-fact statement, but as an active tool for forecasting, proactive policy and economic diplomacy.</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>большие данные</kwd>
    <kwd>национальная экономическая стратегия</kwd>
    <kwd>дата-центричное управление</kwd>
    <kwd>прогностическая аналитика</kwd>
    <kwd>цифровая трансформация</kwd>
    <kwd>статистические системы</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>big data</kwd>
    <kwd>national economic strategy</kwd>
    <kwd>data-centric management</kwd>
    <kwd>predictive analytics</kwd>
    <kwd>digital transformation</kwd>
    <kwd>statistical systems</kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <p></p>
 </body>
 <back>
  <ref-list>
   <ref id="B1">
    <label>1.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Budget 2025-2026: Major shift to an innovation-driven economic model [Electronic resource] // Government of Mauritius. – 2025. – 6 June. – URL: https://govmu.org/EN/newsgov/SitePages/Budget-2025-2026--Major-shift-to-an-innovation-driven-economic-model.aspx (дата обращения: 20.05.2026).</mixed-citation>
     <mixed-citation xml:lang="en">Budget 2025-2026: Major shift to an innovation-driven economic model [Electronic resource] // Government of Mauritius. – 2025. – 6 June. – URL: https://govmu.org/EN/newsgov/SitePages/Budget-2025-2026--Major-shift-to-an-innovation-driven-economic-model.aspx (data obrascheniya: 20.05.2026).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B2">
    <label>2.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Wang Shiqiang. Data Resources and Artificial Intelligence: Building a New Engine of China's Economic Growth [Электронный ресурс] // Institute of Economics, Chinese Academy of Social Sciences. – 2025. – 5 June. – URL: http://ie.cssn.cn/kygz/kycg/wz/202506/t20250605_5877689.shtml (дата обращения: 20.05.2026).</mixed-citation>
     <mixed-citation xml:lang="en">Wang Shiqiang. Data Resources and Artificial Intelligence: Building a New Engine of China's Economic Growth [Elektronnyy resurs] // Institute of Economics, Chinese Academy of Social Sciences. – 2025. – 5 June. – URL: http://ie.cssn.cn/kygz/kycg/wz/202506/t20250605_5877689.shtml (data obrascheniya: 20.05.2026).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B3">
    <label>3.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">New Policy to Propel Data Innovation [Electronic resource] // Science and Technology Daily. – 2026. – 10 January. – URL: https://digitalpaper.stdaily.com/http_www.kjrb.com/ywtk/html/2026-01/10/content_599681.htm (дата обращения: 20.05.2026).</mixed-citation>
     <mixed-citation xml:lang="en">New Policy to Propel Data Innovation [Electronic resource] // Science and Technology Daily. – 2026. – 10 January. – URL: https://digitalpaper.stdaily.com/http_www.kjrb.com/ywtk/html/2026-01/10/content_599681.htm (data obrascheniya: 20.05.2026).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B4">
    <label>4.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Data-Driven Decision-Making for National Progress: Leveraging MIS, AI, and Predictive Analytics [Electronic resource] // Zenodo. – 2025. – 9 July. – URL: https://zenodo.org/records/15849539 (дата обращения: 20.05.2026).</mixed-citation>
     <mixed-citation xml:lang="en">Data-Driven Decision-Making for National Progress: Leveraging MIS, AI, and Predictive Analytics [Electronic resource] // Zenodo. – 2025. – 9 July. – URL: https://zenodo.org/records/15849539 (data obrascheniya: 20.05.2026).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B5">
    <label>5.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Data-Driven policymaking key to economic growth: Shaza Fatima [Electronic resource] // Associated Press of Pakistan. – 2026. – 13 May. – URL: https://www.app.com.pk/national/data-driven-policymaking-key-to-economic-growth-shaza-fatima/ (дата обращения: 20.05.2026).</mixed-citation>
     <mixed-citation xml:lang="en">Data-Driven policymaking key to economic growth: Shaza Fatima [Electronic resource] // Associated Press of Pakistan. – 2026. – 13 May. – URL: https://www.app.com.pk/national/data-driven-policymaking-key-to-economic-growth-shaza-fatima/ (data obrascheniya: 20.05.2026).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B6">
    <label>6.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">National Data Administration: Guiding and Supporting Private Investment in &quot;Intelligent Transformation, Digital Transition, and Network Connectivity&quot; [Electronic resource] // Digital China Summit. – 2025. – 26 November. – URL: https://www.szzg.gov.cn/2025/english/digitalnews/202511/t20251126_5236817.htm (дата обращения: 20.05.2026).</mixed-citation>
     <mixed-citation xml:lang="en">National Data Administration: Guiding and Supporting Private Investment in &quot;Intelligent Transformation, Digital Transition, and Network Connectivity&quot; [Electronic resource] // Digital China Summit. – 2025. – 26 November. – URL: https://www.szzg.gov.cn/2025/english/digitalnews/202511/t20251126_5236817.htm (data obrascheniya: 20.05.2026).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B7">
    <label>7.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">China releases plan to advance Digital China development [Electronic resource] // China Economic Net. – 2025. – 17 May. – URL: http://en.ce.cn/main/latest/202505/t20250517_2193634.shtml (дата обращения: 20.05.2026).</mixed-citation>
     <mixed-citation xml:lang="en">China releases plan to advance Digital China development [Electronic resource] // China Economic Net. – 2025. – 17 May. – URL: http://en.ce.cn/main/latest/202505/t20250517_2193634.shtml (data obrascheniya: 20.05.2026).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B8">
    <label>8.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Economic Data Retreat leads strategic conversations on advanced approaches to managing data [Electronic resource] // Aletihad News Center. – 2025. – 4 November. – URL: https://en.aletihad.ae/news/uae/4619171/economic-data-retreat-leads-strategic-conversations-on-advan (дата обращения: 20.05.2026).</mixed-citation>
     <mixed-citation xml:lang="en">Economic Data Retreat leads strategic conversations on advanced approaches to managing data [Electronic resource] // Aletihad News Center. – 2025. – 4 November. – URL: https://en.aletihad.ae/news/uae/4619171/economic-data-retreat-leads-strategic-conversations-on-advan (data obrascheniya: 20.05.2026).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B9">
    <label>9.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Stats ministry ties data to policy with new growth feedback loop [Electronic resource] // Moneycontrol. – 2025. – 18 September. – URL: https://www.moneycontrol.com/news/business/economy/stats-ministry-ties-data-to-policy-with-new-growth-feedback-loop-13555109.html (дата обращения: 20.05.2026).</mixed-citation>
     <mixed-citation xml:lang="en">Stats ministry ties data to policy with new growth feedback loop [Electronic resource] // Moneycontrol. – 2025. – 18 September. – URL: https://www.moneycontrol.com/news/business/economy/stats-ministry-ties-data-to-policy-with-new-growth-feedback-loop-13555109.html (data obrascheniya: 20.05.2026).</mixed-citation>
    </citation-alternatives>
   </ref>
   <ref id="B10">
    <label>10.</label>
    <citation-alternatives>
     <mixed-citation xml:lang="ru">Economic Data Retreat leads strategic conversations on advanced approaches to managing data [Electronic resource] // Federal Competitiveness and Statistics Centre (UAE). – 2025. – 4 November. – URL: https://fcsc.gov.ae/press-release/?e-page-176b1ad=9&amp;e-page-e8b0ff1=3 (дата обращения: 20.05.2026).</mixed-citation>
     <mixed-citation xml:lang="en">Economic Data Retreat leads strategic conversations on advanced approaches to managing data [Electronic resource] // Federal Competitiveness and Statistics Centre (UAE). – 2025. – 4 November. – URL: https://fcsc.gov.ae/press-release/?e-page-176b1ad=9&amp;e-page-e8b0ff1=3 (data obrascheniya: 20.05.2026).</mixed-citation>
    </citation-alternatives>
   </ref>
  </ref-list>
 </back>
</article>
