<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<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">turan</journal-id><journal-title-group><journal-title xml:lang="ru">Вестник университета «Туран»</journal-title><trans-title-group xml:lang="en"><trans-title>Bulletin of "Turan" University</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1562-2959</issn><issn pub-type="epub">2959-1236</issn><publisher><publisher-name>Университет «Туран»</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.46914/1562-2959-2026-1-3-459-472</article-id><article-id custom-type="elpub" pub-id-type="custom">turan-5721</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>ТРИБУНА МОЛОДОГО ИССЛЕДОВАТЕЛЯ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>PLATFORM OF YOUNG RESEARCHER</subject></subj-group></article-categories><title-group><article-title>Применение маркетинговых цифровых технологий в сфере логистики: методика и оценка результативности</article-title><trans-title-group xml:lang="en"><trans-title>Application of digital marketing technologies in the field of logistics: methodology and performance assessment</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0009-0007-1233-0858</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Елешева</surname><given-names>Ж. Б.</given-names></name><name name-style="western" xml:lang="en"><surname>Yelesheva</surname><given-names>Zh. B.</given-names></name></name-alternatives><bio xml:lang="ru"><p>докторант.</p><p>Алматы</p></bio><bio xml:lang="en"><p>doctoral student.</p><p>Almaty</p></bio><email xlink:type="simple">zhanna_elesheva@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9017-2225</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ахметқалиева</surname><given-names>С. К.</given-names></name><name name-style="western" xml:lang="en"><surname>Akhmetkalieva</surname><given-names>S. К.</given-names></name></name-alternatives><bio xml:lang="ru"><p>к.т.н., доцент.</p><p>Алматы</p></bio><bio xml:lang="en"><p>c.t.s., аssociate рrofessor.</p><p>Almaty</p></bio><email xlink:type="simple">sandygula@yandex.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/0000-0002-6444-0836</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Жанбиров</surname><given-names>Ж. Г.</given-names></name><name name-style="western" xml:lang="en"><surname>Zhanbirov</surname><given-names>Zh. G.</given-names></name></name-alternatives><bio xml:lang="ru"><p>д.т.н., профессор.</p><p>Алматы</p></bio><bio xml:lang="en"><p>d.t.s., рrofessor.</p><p>Almaty</p></bio><email xlink:type="simple">zh.zhanbirov@turan-edu.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/0000-0003-2981-0624</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ильин</surname><given-names>И. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Ilin</surname><given-names>I. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>д.э.н., профессор.</p><p>Санкт-Петербург</p></bio><bio xml:lang="en"><p>d.t.s., professor.</p><p>St. Petersburg</p></bio><email xlink:type="simple">igor.ilin@spbstu.ru</email><xref ref-type="aff" rid="aff-3"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Казахский национальный университет им. аль-Фараби</institution><country>Казахстан</country></aff><aff xml:lang="en"><institution>Al-Farabi Kazakh National University</institution><country>Kazakhstan</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Университет «Туран»</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Turan University</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-3"><aff xml:lang="ru"><institution>Санкт-Петербургский политехнический университет Петра Великого</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Peter the Great St. Petersburg polytechnic 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>02</day><month>10</month><year>2026</year></pub-date><volume>0</volume><issue>3</issue><fpage>459</fpage><lpage>472</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Елешева Ж.Б., Ахметқалиева С.К., Жанбиров Ж.Г., Ильин И.В., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Елешева Ж.Б., Ахметқалиева С.К., Жанбиров Ж.Г., Ильин И.В.</copyright-holder><copyright-holder xml:lang="en">Yelesheva Z.B., Akhmetkalieva S.К., Zhanbirov Z.G., Ilin I.V.</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://vestnik.turan-edu.kz/jour/article/view/5721">https://vestnik.turan-edu.kz/jour/article/view/5721</self-uri><abstract><p>В условиях цифровой трансформации особую актуальность приобретает проблема совершенствования логистической деятельности и интеграции маркетинга и логистики. Работа-предназначена для определения экономических и операционных результатов внедрения инструментов цифрового маркетинга в деятельность логистической компании с помощью количественных показателей. Исследование было разделено на две группы: в экспериментальной группе использовались онлайн-трекеры, электронные сообщения и персонифицированные рекомендации, а контрольная группа получала услуги в традиционном формате. Результаты показали, что внедрение цифровых технологий увеличило средний чек на 25%, количество заказов на 23,3% и повторные закупки – на 30%. Уровень удовлетворенности клиентов увеличился с 3,9 до 4,6 (p&lt;0,05). Рентабельность инвестиций составила 62,9%, чистая экономическая прибыль составила 2,9 млн тг. Время доставки сократилось на 12%, а расходы на топливо снизились на 15%. Научная новизна исследования проявляется в разработке подхода к комплексной оценке влияния маркетинговых цифровых технологий на результаты логистической деятельности на основе эмпирических данных в конкретной производственной среде. Предложенная методика позволяет количественно доказать влияние инструментов цифрового маркетинга на операционные и финансовые показатели, комбинируя статистический анализ и расчеты экономической эффективности. Практическая ценность исследования заключается в предоставлении логистическим компаниям четкого алгоритма и вычислительных механизмов для измерения результативности внедрения цифровых решений. Этот подход применим к автоматизации маркетинга для предприятий.</p></abstract><trans-abstract xml:lang="en"><p>Improving logistics operations in the context of digital transformation is of particular importance, and the issue of integrating marketing and logistics becomes especially significant. It is intended for the appropriate labeling of vacancies – the digital economic and operational results of a logistics company specializing in digital marketing tools. In the context of digital transformation, the issue of improving logistics activities and integrating marketing and logistics becomes particularly relevant. The work is intended to determine the economic and operational results of implementing digital marketing tools in the activities of a logistics company using quantitative indicators. The study was divided into two groups: the experimental group used online trackers, email messages, and personalized recommendations, while the control group received services in the traditional format. The results showed that the introduction of digital technologies increased the average check by 25%, the number of orders by 22.3%, and repeat purchases by 30%. The customer satisfaction level increased from 3.9 to 4.6 (p&lt;0.05). The return on investment was 62.9%, and the net economic profit amounted to 2.9 million tenge. Delivery time decreased by 12%, and fuel costs fell by 15%. The scientific novelty of the study lies in the development of an approach to a comprehensive assessment of the impact of digital marketing technologies on the results of logistics activities based on empirical data in a specific production environment. The proposed methodology makes it possible to quantitatively prove the impact of digital marketing tools on operational and financial indicators by combining statistical analysis and calculations of economic efficiency. The practical value of the study lies in providing logistics companies with a clear algorithm and computational mechanisms for measuring the effectiveness of implementing digital marketing tools.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>исследования</kwd><kwd>маркетинг</kwd><kwd>логистика</kwd><kwd>транспорт</kwd><kwd>цифровые технологии</kwd><kwd>комплексная оценка</kwd><kwd>информационная эффективность</kwd><kwd>безопасность</kwd></kwd-group><kwd-group xml:lang="en"><kwd>research</kwd><kwd>marketing</kwd><kwd>logistics</kwd><kwd>transport</kwd><kwd>digital technologies</kwd><kwd>comprehensive assessment</kwd><kwd>information efficiency</kwd><kwd>security</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">Горячева С.М. Использование инструментов цифрового маркетинга при продвижении товаров и услуг на рынок // Право. Экономика. Социальное партнерство: сб. науч. тр. Междунар. ун-т «МИТСО»; редкол.: В.Ф. Ермолович (гл. ред.). – Минск: Междунар. ун-т «МИТСО», 2023. – С. 701–704.</mixed-citation><mixed-citation xml:lang="en">Gorjacheva S.M. (2023) Ispol’zovanie instrumentov cifrovogo marketinga pri prodvizhenii tovarov i uslug na rynok // Pravo. Jekonomika. Social’noe partnerstvo: sb. nauch. tr. Mezhdunar. un-t «MITSO»; redkol.: V.F. Ermolovich (gl. red.). Minsk: Mezhdunar. un-t «MITSO». P. 701–704. (In Russian)</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Бондаренко Е.М. Теоретические основы распределительной логистики предприятий обувной промышленности в условиях цифровизации // Научно-практический журнал. На пути к гражданскому обществу. – 2022. – № 1. – С. 27–32.</mixed-citation><mixed-citation xml:lang="en">Bondarenko E.M. (2022) Teoreticheskie osnovy raspredelitel’noj logistiki predprijatij obuvnoj promyshlennosti v uslovijah cifrovizacii // Nauchno-prakticheskij zhurnal. Na puti k grazhdanskomu obshhestvu. No. 1. P. 27–32. (In Russian)</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Al Muala A.M. Digital marketing in logistics: how new technologies change the rules of the game // Acta Logistica. 2025. Vol. 12. No. 2. P. 369–380. URL: https://www.actalogistica.eu/issues/2025/II_2025_15_ Al-Muala.pdf</mixed-citation><mixed-citation xml:lang="en">Al Muala A.M. (2025) Digital marketing in logistics: how new technologies change the rules of the game // Acta Logistica. Vol. 12. No. 2. P. 369–380. URL: https://www.actalogistica.eu/issues/2025/II_2025_15_AlMuala.pdf (In English)</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Sakas D.P., Reklitis D.P., Trivellas P., Vassilakis C., Terzi M. The Effects of Logistics Websites’ Technical Factors on the Optimization of Digital Marketing Strategies and Corporate Brand Name // Processes. 2022. Vol. 10. No. 5. P. 892. DOI: 10.3390/pr10050892 URL: https://www.mdpi.com/2227-9717/10/5/892</mixed-citation><mixed-citation xml:lang="en">Sakas D.P., Reklitis D.P., Trivellas P., Vassilakis C., Terzi M. (2022) The Effects of Logistics Websites’ Technical Factors on the Optimization of Digital Marketing Strategies and Corporate Brand Name // Processes. 2022. Vol. 10. No. 5. P. 892. DOI: 10.3390/pr10050892 URL: https://www.mdpi.com/2227-9717/10/5/892 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Holloway S. Digital Transformation in Supply Chain Management: A Systematic Literature Review of Trends and Applications // Preprints.org. 2024. URL: https://www.preprints.org/manuscript/202411.2423</mixed-citation><mixed-citation xml:lang="en">Holloway S. (2024) Digital Transformation in Supply Chain Management: A Systematic Literature Review of Trends and Applications // Preprints.org. URL: https://www.preprints.org/manuscript/202411.2423 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Mentzer J.T., DeWitt W., Keebler J.S., Min S., Nix N.W., Smith C.D., Zacharia Z.G. Defining supply chain management // Journal of Business Logistics. 2001. Vol. 22. No. 2. P. 1–25. URL: https://doi.org/10.1002/j.2158-1592.2001.tb00001.x</mixed-citation><mixed-citation xml:lang="en">Mentzer J.T., DeWitt W., Keebler J.S., Min S., Nix N.W., Smith C.D., Zacharia Z.G. (2001) Defining supply chain management // Journal of Business Logistics. Vol. 22. No. 2. P. 1–25. URL: https://doi.org/10.1002/j.2158-1592.2001.tb00001.x (In English)</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Esper T.L., Ellinger A.E., Stank T.P., Flint D.J., Moon M. Demand and supply integration: A conceptual framework of value creation // Journal of the Academy of Marketing Science. 2010. Vol. 38. No. 1. P. 5–18. URL: https://doi.org/10.1007/s11747-009-0131-9</mixed-citation><mixed-citation xml:lang="en">Esper T.L., Ellinger A.E., Stank T.P., Flint D.J., Moon M. (2010) Demand and supply integration: A conceptual framework of value creation // Journal of the Academy of Marketing Science. Vol. 38. No. 1. P. 5–18. URL: https://doi.org/10.1007/s11747-009-0131-9 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Chaffey D., Ellis-Chadwick F. Digital Marketing. 8th ed. Harlow: Pearson Education, 2022. 656 p.</mixed-citation><mixed-citation xml:lang="en">Chaffey D., Ellis-Chadwick F. (2022) Digital Marketing. 8th ed. Harlow: Pearson Education. 656 p. (In English)</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Lemon K.N., Verhoef P.C. Understanding customer experience throughout the customer journey // Journal of Marketing. 2016. Vol. 80. No. 6. P. 69–96. URL: https://doi.org/10.1509/jm.15.0420</mixed-citation><mixed-citation xml:lang="en">Lemon K.N., Verhoef P.C. (2016) Understanding customer experience throughout the customer journey // Journal of Marketing. Vol. 80. No. 6. P. 69–96. URL: https://doi.org/10.1509/jm.15.0420 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Tiago M.T.P.M.B., Veríssimo J.M.C. Digital and social media: Why bother? // Business Horizons. 2014. Vol. 57. No. 6. P. 703–708. URL: https://doi.org/10.1016/j.bushor.2014.07.002</mixed-citation><mixed-citation xml:lang="en">Tiago M.T.P.M.B., Veríssimo J.M.C. (2014) Digital and social media: Why bother? // Business Horizons. Vol. 57. No. 6. P. 703–708. URL: https://doi.org/10.1016/j.bushor.2014.07.002 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Kotler P., Kartajaya H., Setiawan I. Marketing 5.0: Technology for Humanity. Hoboken: Wiley, 2021. 224 p. URL: https://doi.org/10.1002/9781119668510</mixed-citation><mixed-citation xml:lang="en">Kotler P., Kartajaya H., Setiawan I. (2021) Marketing 5.0: Technology for Humanity. Hoboken: Wiley. 224 p. URL: https://doi.org/10.1002/9781119668510 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Verhoef P.C., Kooge E., Walk N. Creating Value with Big Data Analytics. London: Routledge, 2016. 310 p.</mixed-citation><mixed-citation xml:lang="en">Verhoef P.C., Kooge E., Walk N. (2016) Creating Value with Big Data Analytics. London: Routledge. 310 p. (In English)</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Kumar V., Reinartz W. Customer Relationship Management: Concept, Strategy, and Tools. 3rd ed. Berlin: Springer, 2018. 532 p. URL: https://doi.org/10.1007/978-3-662-55381-7</mixed-citation><mixed-citation xml:lang="en">Kumar V., Reinartz W. (2018) Customer Relationship Management: Concept, Strategy, and Tools. 3rd ed. Berlin: Springer. 532 p. URL: https://doi.org/10.1007/978-3-662-55381-7 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Ivanov D., Dolgui A. A digital supply chain twin for managing disruption risks // International Journal of Production Research. 2020. Vol. 58. No. 7. P. 207–213. URL: https://doi.org/10.1080/00207543.2019.1664508</mixed-citation><mixed-citation xml:lang="en">Ivanov D., Dolgui A. (2020) A digital supply chain twin for managing disruption risks // International Journal of Production Research. Vol. 58. No. 7. P. 207–213. URL: https://doi.org/10.1080/00207543.2019.1664508 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Wamba S.F., Gunasekaran A., Akter S. et al. Big data analytics and firm performance // International Journal of Production Economics marketing. 2020. Vol. 223. Art. 107547. URL: https://doi.org/10.1016/j.cie.2021.107119</mixed-citation><mixed-citation xml:lang="en">Wamba S.F., Gunasekaran A., Akter S. et al. (2020) Big data analytics and firm performance // International Journal of Production Economics marketing. Vol. 223. Art. 107547. URL: https://doi.org/10.1016/j.cie.2021.107119 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Toorajipour R., Sohrabpour V., Nazarpour A., Oghazi P., Fischl M. Artificial intelligence in supply chain management // Computers &amp; Industrial Engineering. 2021. Vol. 157. Art. 107119. URL: https://doi.org/10.1016/j.cie.2021.107119</mixed-citation><mixed-citation xml:lang="en">Toorajipour R., Sohrabpour V., Nazarpour A., Oghazi P., Fischl M. (2021) Artificial intelligence in supply chain management // Computers &amp; Industrial Engineering. Vol. 157. Art. 107119. URL: https://doi.org/10.1016/j.cie.2021.107119 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Seyedan M., Mafakheri F. Predictive big data analytics for supply chain demand forecasting // Computers &amp; Industrial Engineering. 2020. Vol. 144. URL: https://doi.org/10.1016/j.cie.2020.106435</mixed-citation><mixed-citation xml:lang="en">Seyedan M., Mafakheri F. (2020) Predictive big data analytics for supply chain demand forecasting // Computers &amp; Industrial Engineering. Vol. 144. URL: https://doi.org/10.1016/j.cie.2020.106435 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Kazhmuratova A., Kakitayeva Ah., Tymbayeva Zh., Satybaldiyeva D. The Use of Instagram in Impulsive Fashion Purchases amongst Kazakhstani Centennials. Eurasian Journal of Economic and Business Studies. 2023. Vol. 3. No. 67. Р. 59–71. URL: https://doi.org/10.47703/ejebs.v3i67.276</mixed-citation><mixed-citation xml:lang="en">Kazhmuratova A., Kakitayeva Ah., Tymbayeva Zh., Satybaldiyeva D. (2023) The Use of Instagram in Impulsive Fashion Purchases amongst Kazakhstani Centennials. Eurasian Journal of Economic and Business Studies. Vol. 3. No. 67. Р. 59–71. URL: https://doi.org/10.47703/ejebs.v3i67.276 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Қожахметова А.К. Қазақстандағы логистикалық жүйелердің дамуы // ҚазҰУ Хабаршысы. Экономика сериясы. – 2020. – № 2. – Б. 45–52.</mixed-citation><mixed-citation xml:lang="en">Qojahmetova A.K. (2020) Qazaqstandağy logistikalyq jüielerdıñ damuy // QazŪU Habarşysy. Ekonomika seriasy. No. 2. Р. 45–52. (In Kazakh)</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Әбдірахманова Д.Қ. Қазақстан кәсіпорындарындағы маркетингтік цифрландыру мәселелері // Экономика: стратегия и практика. – 2021. – № 3. – Б. 88–95.</mixed-citation><mixed-citation xml:lang="en">Äbdırahmanova D.Q. (2021) Qazaqstan käsıporyndaryndağy marketiñtık sifrlandyru mäselelerı // Ekonomika: strategia i praktika. No. 3. P. 88–95. (In Kazakh)</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">United Nations. Transforming our world: The 2030 Agenda for Sustainable Development. New York: United Nations, 2015. URL: https://sdgs.un.org/2030agenda</mixed-citation><mixed-citation xml:lang="en">United Nations. Transforming our world: The 2030 Agenda for Sustainable Development. New York: United Nations, 2015. URL: https://sdgs.un.org/2030agenda (In English)</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Geissdoerfer M., Savaget P., Bocken N.M.P., Hultink E.J. The circular economy – A new sustainability paradigm? // Journal of Cleaner Production. 2017. Vol. 143. P. 757–768. URL: https://doi.org/10.1016/j.jclepro.2016.12.048</mixed-citation><mixed-citation xml:lang="en">Geissdoerfer M., Savaget P., Bocken N.M.P., Hultink E.J. (2017) The circular economy – A new sustainability paradigm? // Journal of Cleaner Production. Vol. 143. P. 757–768. URL: https://doi.org/10.1016/j.jclepro.2016.12.048 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Davenport T.H., Guha A., Grewal D., Bressgott T. How artificial intelligence will change the future of marketing // Journal of the Academy of Marketing Science. 2020. Vol. 48. No. 1. P. 24–42. URL: https://doi.org/10.1007/s11747-019-00696-0</mixed-citation><mixed-citation xml:lang="en">Davenport T.H., Guha A., Grewal D., Bressgott T. (2020) How artificial intelligence will change the future of marketing // Journal of the Academy of Marketing Science. Vol. 48. No. 1. P. 24–42. URL: https://doi.org/10.1007/s11747-019-00696-0 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Ivanov D. Supply chain viability and the COVID-19 pandemic // International Journal of Production Research. 2021. Vol. 59. No. 12. P. 3535–3552. URL: https://doi.org/10.1080/00207543.2021.1890852</mixed-citation><mixed-citation xml:lang="en">Ivanov D. (2021) Supply chain viability and the COVID-19 pandemic // International Journal of Production Research. Vol. 59. No. 12. P. 3535–3552. URL: https://doi.org/10.1080/00207543.2021.1890852 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Андersen М.А. Calculating and Interpreting Percentage Changes for Economic Analysis // Applied Economics Teaching Review. 2022. Vol. 1. No. 1. P. 12–20. URL: https://www.aaea.org/publications/publications-update/calculating-and-interpreting-percentage-changes-for-economic-analysis</mixed-citation><mixed-citation xml:lang="en">Andersen M.A. (2022) Calculating and Interpreting Percentage Changes for Economic Analysis // Applied Economics Teaching Review. Vol. 1. No. 1. P. 12–20. URL: https://www.aaea.org/publications/publications-update/calculating-and-interpreting-percentage-changes-for-economic-analysis (In English)</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Mean – StatPearls / M Hurley // NCBI Bookshelf NIH. 2023. URL: https://www.ncbi.nlm.nih.gov/books/NBK546702/</mixed-citation><mixed-citation xml:lang="en">Mean – StatPearls / M Hurley // NCBI Bookshelf NIH. 2023. URL: https://www.ncbi.nlm.nih.gov/books/NBK546702/ (In English)</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Patrocínio T., Madaleno M., Nogueira M.C. Does the Way Variables Are Calculated Change the Conclusions to Be Drawn? A Study Applied to the Ratio ROI (Return on Investment) // J. Risk Financial Manag. 2024. Vol. 17. No. 7. Art. 266. URL: https://doi.org/10.3390/jrfm17070266</mixed-citation><mixed-citation xml:lang="en">Patrocínio T., Madaleno M., Nogueira M.C. (2024) Does the Way Variables Are Calculated Change the Conclusions to Be Drawn? A Study Applied to the Ratio ROI (Return on Investment) // J. Risk Financial Manag. Vol. 17. No. 7. Art. 266. URL: https://doi.org/10.3390/jrfm17070266 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Mowafaq M. Al-Kassab, Aveen H. Majeed. The use of two-sample t-Test in the real data // Advances and Applications in Statistics. 2022. Vol. 81. P. 13–22. URL: http://dx.doi.org/10.17654/0972361722071</mixed-citation><mixed-citation xml:lang="en">Mowafaq M. Al-Kassab, Aveen H. Majeed. (2022) The use of two-sample t-Test in the real data // Advances and Applications in Statistics. Vol. 81. P. 13–22. URL: http://dx.doi.org/10.17654/0972361722071 (In English)</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Schiffmann O., Hicks B., Nassehi A., Gopsill J., Valero M. A cost–benefit analysis simulation for the digitalisation of cold supply chains // Sensors. 2023. Vol. 23. No. 8. Art. 4147. URL: https://doi.org/10.3390/s23084147</mixed-citation><mixed-citation xml:lang="en">Schiffmann O., Hicks B., Nassehi A., Gopsill J., Valero M. (2023) A cost–benefit analysis simulation for the digitalisation of cold supply chains // Sensors. Vol. 23. No. 8. Art. 4147. URL: https://doi.org/10.3390/s23084147 (In English)</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>
