<?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">mir</journal-id><journal-title-group><journal-title xml:lang="ru">МИР (Модернизация. Инновации. Развитие)</journal-title><trans-title-group xml:lang="en"><trans-title>MIR (Modernization. Innovation. Research)</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2079-4665</issn><issn pub-type="epub">2411-796X</issn><publisher><publisher-name>School of Public Administration</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.18184/2079-4665.2023.14.4.636-653</article-id><article-id custom-type="elpub" pub-id-type="custom">mir-1589</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>ИННОВАЦИИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>INNOVATION</subject></subj-group></article-categories><title-group><article-title>Ценностные установки представителей разных поколений в процессе принятия решений о выборе вуза и образовательной программы</article-title><trans-title-group xml:lang="en"><trans-title>Value systems of representatives of different generations in the process of decision-making on choosing a university and educational program</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-9954-4259</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Попова</surname><given-names>О. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Popova</surname><given-names>O. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Попова Ольга Ивановна, кандидат социологических наук, доцент; доцент кафедры маркетинга и международного менеджмента;  доцент кафедры управление персоналом и социологии</p><p>Researcher ID: AAF-9753-2019</p><p>Scopus ID: 737653</p><p>Екатеринбург</p></bio><bio xml:lang="en"><p>Olga I. Popova, Candidate of Sociological Sciences, Associate Professor of the Department of Marketing and International Management; Associate Professor of the Department of Human Resources and Sociology</p><p>Researcher ID: AAF-9753-2019</p><p>Scopus ID: 737653</p><p>Yekaterinburg</p></bio><email xlink:type="simple">o.popova63@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/0000-0001-7322-8063</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Тимохина</surname><given-names>Г. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Timokhina</surname><given-names>G. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Тимохина  Галина  Сергеевна,  кандидат экономических наук, доцент; доцент кафедры маркетинга</p><p>Researcher ID: M-4416-2016</p><p>Scopus Author ID: 57221204007</p><p>Москва</p></bio><bio xml:lang="en"><p>Galina S.  Timokhina,  Candidate of Economic Sciences, Associate Professor of the Marketing Department, Plekhanov Russian University of Economics</p><p>Researcher ID: M-4416-2016</p><p>Scopus ID: 57221204007</p><p>Moscow</p></bio><email xlink:type="simple">Timohina.GS@rea.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-1316-2634</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Изакова</surname><given-names>Н. Б.</given-names></name><name name-style="western" xml:lang="en"><surname>Izakova</surname><given-names>N. B.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Изакова Наталья Борисовна, кандидат экономических наук, доцент; доцент кафедры маркетинга и международного менеджмента</p><p>Researcher ID: AAQ-6542-2021</p><p>Scopus ID: 57218249624</p><p>Екатеринбург</p></bio><bio xml:lang="en"><p>Natalya B. Izakova, Candidate of Economic Sciences, Associate Professor of the Department of Marketing and International Management</p><p>Researcher ID: AAQ-6542-2021</p><p>Scopus ID: 57218249624</p><p>Yekaterinburg</p></bio><email xlink:type="simple">izakovan@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Уральский государственный экономический университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Ural State Economic University</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Российский экономический университет имени Г. В. Плеханова</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Plekhanov Russian University of Economics</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2023</year></pub-date><pub-date pub-type="epub"><day>20</day><month>12</month><year>2023</year></pub-date><volume>14</volume><issue>4</issue><fpage>636</fpage><lpage>653</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Попова О.И., Тимохина Г.С., Изакова Н.Б., 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Попова О.И., Тимохина Г.С., Изакова Н.Б.</copyright-holder><copyright-holder xml:lang="en">Popova O.I., Timokhina G.S., Izakova N.B.</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.mir-nayka.com/jour/article/view/1589">https://www.mir-nayka.com/jour/article/view/1589</self-uri><abstract><sec><title>Цель</title><p>Цель. Предложить методический подход к моделированию поведения представителей поколений Y и Z при принятии решений о выборе вуза и образовательной программы на основе различий в их ценностных установках.</p></sec><sec><title>Методы</title><p>Методы. Теоретико-методической основой изучения ценностных установок потенциальных и фактических студентов вузов является теория поколений. Выводы исследования основаны на методах анализа вторичных, а также первичных данных онлайн-опроса студентов, относящихся к поколениям Y и Z, на репрезентативных выборках объемами 380 (Y) и 788 (Z) наблюдений в 20-ти крупных вузах России, методах анализа статистически значимых различий в ценностных установках двух поколений посредством метода Т-критерия для независимых выборок.</p></sec><sec><title>Результаты работы</title><p>Результаты работы. Авторами предложен методический подход к моделированию поведения представителей поколений Y и Z в процессе принятия решений о выборе вуза и образовательной программы. По результатам кабинетного и полевого (эмпирического) исследований на каждом этапе процесса принятия решений выявлены различия в ценностных установках студентов поколений Y и Z, определяющие их поведение: из 65-ти переменных по 19-ти выявлены статистически значимые различия. Описаны модели поведения студентов двух поколений на каждом этапе процесса принятия решений, которые легли в основу деления обучающихся на целевые группы. Предложены направления по дифференциации маркетинговых интеракций с целевыми группами представителей двух поколений в процессе образовательного взаимодействия при принятии ими решений.</p></sec><sec><title>Выводы</title><p>Выводы. Различия в ценностных установках представителей поколений Y и Z обусловливают различия в поведенческих паттернах на каждом этапе процесса принятия решений. Понимание этих различий позволяет моделировать поведение двух целевых сегментов, дифференцировать подходы к взаимодействию с ними на этапах процесса принятия решений при выборе вуза и образовательной программы, а также повышать эффективность образовательного взаимодействия в период обучения.</p></sec></abstract><trans-abstract xml:lang="en"><sec><title>Purpose</title><p>Purpose: is to propose the methodological approach to modeling the behavior of the representatives of generations Y and Z in the process of making decisions about choosing a university and educational program based on differences in their value systems.</p></sec><sec><title>Methods</title><p>Methods: the theoretical and methodological basis for studying the value systems of potential and actual university students is the theory of generations. The findings of the study are based on the methods of analysis of secondary and primary data collected through an online survey of students belonging to generations Y and Z on representative samples of 380 (Y) and 788 (Z) observations in 20 large universities in Russia, as well as the methods of analysis of statistically significant differences in value systems of two generations using T-test for independent samples.</p></sec><sec><title>Results</title><p>Results: the authors proposed the methodological approach to modeling the behavior of consumers of generations Y and Z in the process of making decisions on choosing a university and educational program. Based on the results of desk and field (empirical) research, at each stage of the decision-making process on selecting an educational institution and program, differences were identified in the value systems of students of generations Y and Z, which determine their behavior: statistically significant differences were identified in 19 out of 65 variables. The study provides description of the behavior patterns of students of the two generations at each stage of the decision-making process which formed the basis for dividing students into target groups. The guidelines for differentiating marketing interactions with target groups of representatives of two generations in the process of educational interactions while making decisions are proposed.</p><p>Conclusions and Relevance: differences in the value systems of representatives of generations Y and Z cause differences in behavioral patterns at each stage of the decision-making process. Understanding these differences enables us to model the behavior of the two target groups, differentiate marketing approaches to interaction with them at the stages of the decision-making process while choosing a university and educational program as well as increase the effectiveness of educational interactions in the process of education.</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>поколения Y и Z</kwd><kwd>модели поведения</kwd><kwd>паттерны</kwd><kwd>ценностные установки</kwd><kwd>образовательные программы</kwd><kwd>процесс принятия решений</kwd></kwd-group><kwd-group xml:lang="en"><kwd>generations Y and Z</kwd><kwd>behavioral models</kwd><kwd>patterns</kwd><kwd>value systems</kwd><kwd>educational program</kwd><kwd>decision-making process</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">Белеева И.Д., Заглодина Т.А., Панкратова Л.Э., Титова Н.Б. Востребованность высшего образования в оценках современных студентов // Педагогическое образование в России. 2022. № 1. С. 37–42. EDN: https://elibrary.ru/ahysju. https://doi.org/10.26170/2079-8717_2022_01_04</mixed-citation><mixed-citation xml:lang="en">Beleeva I.D., Zaglodina Т.A., Pankratova L.E., Titova N.B. The Demand for higher education in the assessments of today’s students. Pedagogical Education in Russia. 2022; (1):37–42. EDN: https://elibrary.ru/ahysju. https://doi.org/10.26170/2079-8717_2022_01_04 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Ермолова Т.В., Литвинов А.В., Савицкая Н.В., Логвинова О.К. Приоритеты психолого-педагогической работы с поколением Z (зарубежный опыт) // Современная зарубежная психология. 2020. Т. 9. №. 4. С. 89–102. EDN: https://elibrary.ru/euzvqq. https://doi.org/10.17759/jmfp.2020090408</mixed-citation><mixed-citation xml:lang="en">Ermolova T.V., Litvinov A.V., Savitskaya N.V., Logvinova O.K. Priorities of psychological and educational work with generation Z (foreign experience). Journal of Modern Foreign Psychology. 2020; 9(4):89–102. EDN: https://elibrary.ru/euzvqq. https://doi.org/10.17759/jmfp.2020090408 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Strauss W., Howe N. The Fourth Turning: What the Cycles of History Tell Us about America's Next Rendezvous with Destiny. New York: Broadway Books. 1997. 400 p. URL: https://books.google.ru/books?id=rKViPgAACAAJ&amp;redir_esc=y (дата обращения 07.07.2023)</mixed-citation><mixed-citation xml:lang="en">Strauss  W.,  Howe  N.  The  Fourth  Turning:  What  the  Cycles  of  History  Tell  Us  about  America's  Next Rendezvous  with  Destiny.  New  York:  Broadway  Books.  1997.  400  p.  URL:  https://books.google.ru/books?id=rKViPgAACAAJ&amp;redir_esc=y  (accessed 07.07.2023) (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Kolnhofer-Derecskei A., Reicher R.Z., Szeghegyi A. The X and Y generations’ characteristics comparison // Acta Polytechnica Hungarica. 2017. Vol. 14. Iss. 8. P. 107–125. https://doi.org/10.12700/APH.14.8.2017.8.6</mixed-citation><mixed-citation xml:lang="en">Kolnhofer-Derecskei A., Reicher R.Z., Szeghegyi A. The X and Y generations’ characteristics comparison. Acta Polytechnica Hungarica . 2017; 14(8):107–125. https://doi.org/10.12700/APH.14.8.2017.8.6 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Фомина А.П., Тимохина Т.В. Тенденции изменения системы ценностей молодого поколения в современных условиях // Вестник государственного гуманитарно-технологического университета. 2021. № 2. С. 59–63. EDN: https://elibrary.ru/daryoy</mixed-citation><mixed-citation xml:lang="en">Fomina A.P., Timokhina T.V. Trends in changing the value system of the young generation in modern conditions. Vestnik of State University of Humanities and Technology. 2021; (2):59–63. EDN: https://elibrary.ru/daryoy (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Zinkina Yu., Ustyuzhanin V., Shulgin S. Social Macroevolution and Changes in the Human Value Systems. How has Modernization Affected Human Values? // Social Evolution and History. 2022. Vol. 21 Iss. 2. Р. 91–105. https://doi.org/10.30884/seh/2022.02.06</mixed-citation><mixed-citation xml:lang="en">Zinkina Yu., Ustyuzhanin V., Shulgin S. Social Macroevolution and Changes in the Human Value Systems. How has Modernization Affected Human Values? Social Evolution and History. 2022; 21(2):91–105. https://doi.org/10.30884/seh/2022.02.06 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Шевченко Д.А. Исследование потребительского поведения крупных сегментов рынка в России: поколенческий подход // Практический маркетинг. 2013. № 4(194). С. 4–13. EDN: https://www.elibrary.ru/pxjpjd</mixed-citation><mixed-citation xml:lang="en">Shevchenko  D.A.  The  study  of  consumer  behavior  of  large  segments  of  the  market  in  Russia:  generational approach.  Practical marketing . 2014; (4(194)):4–13 EDN: https://www.elibrary.ru/pxjpjd (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Богданов С.И., Султанов К.В., Воскресенский А.А. Постматериальные ценности и жизненные ориентации поколения Z: цифровая молодежь в образовательной системе современной России // Известия РГПУ им. А.И. Герцена. 2018. № 187. С. 24–30. EDN: https://elibrary.ru/ypnbfj</mixed-citation><mixed-citation xml:lang="en">Bogdanov S.I., Sultanov K.V., Voscresensky A.A. Рostmaterial values and orientations of generation Z: digital natives and the education system of modern Russia.  Izvestia: Herzen University Journal of Humanities &amp; Sciences. 2018; (187):24–30. EDN: https://www.elibrary.ru/ypnbfj (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Спасенников В.В. Социодизайн преемственности поколений: теоретико-экспериментальный подход // Эргодизайн. 2021. № 1(11). С. 15–26. EDN: https://elibrary.ru/txizyi. https://doi.org/10.30987/2658-4026-2021-1-15-26</mixed-citation><mixed-citation xml:lang="en">Spasennikov  V.V.  Sociodesign  of  the  generation  continuity:  theoretical  and  experimental  approach. Ergodesign . 2021; (1(11)):15–26. EDN: https://elibrary.ru/txizyi. https://doi.org/10.30987/2658-4026-2021-1-15-26 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Морозова И.А., Шевченко С.А., Кузьмина Е.В. Абитуриент вуза как представитель поколения Z: личностные качества и ценностные ориентиры // Вопросы журналистики, педагогики, языкознания. 2023. Т. 42. № 1. С. 90–104. EDN: https://www.elibrary.ru/cgeiqd. https://doi.org/10.52575/2712-7451-2023-42-1-90-104</mixed-citation><mixed-citation xml:lang="en">Morozova  I.A.,  Shevchenko  S.A.,  Kuzmina  C.V.  University  entrant  as  a  representative  of  generation  Z: personal qualities and value orientations.  Issues in Journalism, Education, Linguistics . 2023; 42(1):90–104. EDN: https://www.elibrary.ru/cgeiqd. https://doi.org/10.52575/2712-7451-2023-42-1-90-104 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Бастракова Н.С., Мухлынина О.В., Шаров А.А. Представления цифрового поколения о главных ценностях жизни // Профессиональное образование и рынок труда. 2020. № 3. С. 41–48. EDN: https://www.elibrary.ru/ajdpik. https://doi.org/10.24411/2307-4264-2020-10306</mixed-citation><mixed-citation xml:lang="en">Bastrakova  N.S.,  Mukhlynina  O.V.,  Sharov  A.A.  Representation  of  the  digital  generation  about  the  main values of life.  Vocational education and labour market. 2020; (3):41–48. EDN: https://www.elibrary.ru/ajdpik. https://doi.org/10.24411/2307-4264-2020-10306, (In Russ)</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Сунцова Я.С., Мешков И.Ю. Феномены выбора и принятия решения в психологической науке // Вестник Удмуртского университета. Серия Философия. Психология. Педагогика. 2022. Т. 32. № 4. С. 395–404. EDN: https://www.elibrary.ru/lzhpqn. https://doi.org/10.35634/2412-9550-2022-32-4-395-404</mixed-citation><mixed-citation xml:lang="en">Suntsova  Ya.S.,  Meshkov  I.Yu.  The  phenomena  of  choice  and  decision-making  in  psychological  science. Bulletin of Udmurt University. Series Philosophy. Psychology. Pedagogy. 2022; 32(4)4:395–404. EDN: https://www.elibrary.ru/lzhpqn. https://doi.org/10.35634/2412-9550-2022-32-4-395-404 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Сульдикова И.В. Новая парадигма образования в контексте взаимоотношений поколения обучающихся «Z» и «АЛЬФА» и поколения обучающихся «X» и «Y» // Образовательные ресурсы и технологии. 2022. № 2(39). С. 23–26. EDN: https://elibrary.ru/bbhesr. https://doi.org/10.21777/2500-2112-2022-2-23-26</mixed-citation><mixed-citation xml:lang="en">Suldikova I.V. A new paradigm of education in the context of the interaction of the generation of trainees –  Z  and  ALPHA  and  the  generation  of  trainers  –  X  and  Y.  Educational  Resources  and  Technologies.  2022; (2(39)):23–26. EDN: https://elibrary.ru/bbhesr. https://doi.org/10.21777/2500-2112-2022-2-23-26 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Morelli M., Casagrande M., Forte G. Decision Making: A Theoretical Review // Integrative Psychological and Behavioral Science. 2022. Vol. 56. Р. 609–629. https://doi.org/10.1007/s12124-021-09669-x</mixed-citation><mixed-citation xml:lang="en">Morelli M., Casagrande M., Forte G. Decision Making: A Theoretical Review. Integrative Psychological and Behavioral Science . 2022; 56:609–629 https://doi.org/10.1007/s12124-021-09669-x (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Manolică A., Gu ță A-S., Roman T., Dragăn L.M. Is Consumer Overchoice a Reason for Decision Paralysis? // Sustainability. 2021. Vol. 13 Iss. 11. Р. 5920. https://doi.org/10.3390/su13115920</mixed-citation><mixed-citation xml:lang="en">Manolic ă A., Gu ță  A-S., Roman T., Dragăn L.M. Is Consumer Overchoice a Reason for Decision Paralysis? Sustainability. 2021; 13:5920. https://doi.org/10.3390/su13115920 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Santos S., Gonçalves H.M. The consumer decision journey: A literature review of the foundational models and theories and a future perspective // Technological Forecasting and Social Change. 2021. Vol. 173. Р. 121117. https://doi.org/10.1016/j.techfore.2021.121117</mixed-citation><mixed-citation xml:lang="en">Santos S., Gon çalves H.M. The consumer decision journey: A literature review of the foundational models and  theories  and  a  future  perspective.  Technological  Forecasting  and  Social  Change.   2021;  173:121117. https://doi.org/10.1016/j.techfore.2021.121117 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Espinoza O., Gonz ález L.E., Sandoval L., Loyola J., McGinn N., Castillo D. Investigating the major factors that contribute to satisfaction with university formation in Psychology and Teaching in Chile // Journal of Marketing for Higher Education. 2022. Vol. 32. Iss. 1. Р. 37–53. https://doi.org/10.1080/08841241.2020.1807447</mixed-citation><mixed-citation xml:lang="en">Espinoza O., González L.E., Sandoval L., Loyola J., McGinn N., Castillo D. Investigating the major factors that contribute to satisfaction with university formation in Psychology and Teaching in Chile. Journal of Marketing for Higher Education. 2022; 32(1):37–53. https://doi.org/10.1080/08841241.2020.1807447 (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Hew K.F., Hu X., Qiao C., Tang Y. What predicts student satisfaction with MOOCs: A gradient boosting trees supervised machine learning and sentiment analysis approach // Computers and Education. 2020. Vol. 145. P. 103724. https://doi.org/10.1016/j.compedu.2019.103724</mixed-citation><mixed-citation xml:lang="en">Hew K.F., Hu X., Qiao C., Tang Y. What predicts student satisfaction with MOOCs: A gradient boosting trees supervised machine learning and sentiment analysis approach. Computers and Education. 2020; 145:103724. https://doi.org/10.1016/j.compedu.2019.103724 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Muilenburg L.Y., Berge Z.L. Student barriers to online learning: A factor analytic study // Distance education. 2005. Vol. 26. Iss. 1. Р. 29–48. https://doi.org/10.1080/01587910500081269</mixed-citation><mixed-citation xml:lang="en">Muilenburg L.Y., Berge Z.L. Student barriers to online learning: A factor analytic study. Distance education. 2005; 26(1):29–48. https://doi.org/10.1080/01587910500081269 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Ряжкин А.О. Удовлетворенность образовательной деятельностью и совладающее поведение студентов вуза // Психологические исследования. 2023. Т. 16. № 87. EDN: https://www.elibrary.ru/daivmt. https://doi.org/10.54359/ps.v16i87.1349</mixed-citation><mixed-citation xml:lang="en">Ryazhkin  A.O.  Learning  satisfaction  and  coping  strategies  of  university  students.  Psychological  Studies. 2023; 16(87):3. EDN: https://www.elibrary.ru/daivmt. https://doi.org/10.54359/ps.v16i87.1349 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Дворяшина М.М., Артемова Е.В. Удовлетворенность онлайн-обучением: теоретические подходы и эмпирические измерения // Управленец. 2019. Т. 10. № 6. С. 42–53. EDN: https://www.elibrary.ru/rmrrxn. https://doi.org/10.29141/2218-5003-2019-10-6-4</mixed-citation><mixed-citation xml:lang="en">Dvoryashina  M.M.,  Artyomova  E.V.  Satisfaction  with  e-learning:  theoretical  approaches  and  empirical measurements.  The  Manager.  2019;  10(6):42–53.  EDN:  https://www.elibrary.ru/rmrrxn.  https://doi.org/10.29141/2218-5003-2019-10-6-4 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Крушельницкая О.И., Третьякова А.Н., Полевая М.В. Мотивационные приоритеты выпускников бакалавриата // Перспективы науки и образования. 2022. №. 3(57). С. 90–107. EDN: https://www.elibrary.ru/qabjmi. https://doi.org/10.32744/pse.2022.3.6</mixed-citation><mixed-citation xml:lang="en">Krushelnitskaya  O.I.,  Tretyakova  A.N.,  Polevaya  M.V.  Motivational  priorities  of  bachelor  degree  course graduates.  Perspectives of Science and Education. 2022; (3(57)):90–107. EDN: https://www.elibrary.ru/qabjmi. https://doi.org/10.32744/pse.2022.3.6 (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Wong W.H., Chapman E. Student satisfaction and interaction in higher education // High Education. 2023. Vol. 85. Р. 957–978. https://doi.org/10.1007/s10734-022-00874-0</mixed-citation><mixed-citation xml:lang="en">Wong W.H., Chapman E. Student satisfaction and interaction in higher education.  High Education.  2023; 85:957–978. https://doi.org/10.1007/s10734-022-00874-0 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Kanwar A., Sanjeeva M. Student satisfaction survey: a key for quality improvement in the higher education institution // Journal of Innovation and Entrepreneurship. 2022. Vol. 11. Р. 27. https://doi.org/10.1186/s13731-022-00196-6</mixed-citation><mixed-citation xml:lang="en">Kanwar A., Sanjeeva M. Student satisfaction survey: a key for quality improvement in the higher educational institution.  Journal of Innovation and Entrepreneurship. 2022; 11:27. https://doi.org/10.1186/s13731-022-00196-6 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Alves H., Raposo M. Conceptual model of student satisfaction in higher education // Total Quality Management and Business Excellence. 2007. Vol. 18. Iss. 5. Р. 571–588. https://doi.org/10.1080/14783360601074315</mixed-citation><mixed-citation xml:lang="en">Alves H., Raposo M. Conceptual model of student satisfaction in higher education. Total Quality Management and Business Excellence. 2007; 18(5):571–588. https://doi.org/10.1080/14783360601074315 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Olmos-Gómez M.D.C., Luque-Suárez M., Ferrara C., Cuevas-Rinc ón J.M. Quality in Higher Education and Satisfaction among Professors and Students // European Journal of Investigation in Health Psychology and Education. 2021. Vol. 11. Iss. 1. Р. 219–229. https://doi.org/10.3390/ejihpe11010017</mixed-citation><mixed-citation xml:lang="en">Olmos-G ómez  M.D.C.,  Luque-Suárez  M.,  Ferrara  C.,  Cuevas-Rinc ón  J.M.  Quality  in  Higher  Education and Satisfaction among Professors and Students. European Journal of Investigation in Health Psychology and Education. 2021; 11(1):219–229. https://doi.org/10.3390/ejihpe11010017 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Al-Sheeb B., Hamouda A.M., Abdella G.M. Investigating determinants of student satisfaction in the first year of college in a public university in the state of Qatar // Education Research International. 2018. Vol. 2018. https://doi.org/10.1155/2018/7194106</mixed-citation><mixed-citation xml:lang="en">Al-Sheeb B., Hamouda A.M., Abdella G.M. Investigating determinants of student satisfaction in the first year of college in a public university in the state of Qatar.  Education Research International . 2018; 2018:7194106. https://doi.org/10.1155/2018/7194106 (In Eng.)</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Казанцева Г.Г., Ефремкова Т.И., Иванова Е.В., Затепякин О.А. Портрет абитуриента вуза в контексте развития кадрового потенциала региона // Региональные проблемы преобразования экономики. 2023. № 3(149). С. 23–34. EDN: https://www.elibrary.ru/burwhc. https://doi.org/10.26726/1812-7096-2023-3-23-34</mixed-citation><mixed-citation xml:lang="en">Kazantseva  G.G.,  Efremkova  T.I.,  Ivanova  E.V.,  Zatepyakin  O.A.  Portrait  of  an  applicant  the  university  in the context of the development of the personnel potential of the region. Regional Problems of Transforming The Economy . 2023; (3(149)):23–34 EDN: https://www.elibrary.ru/burwhc. https://doi.org/10.26726/1812-7096-2023-3-23-34. (In Russ.)</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Радаев В.В. Раскол поколения миллениалов: историческое и эмпирическое обоснование (Первая часть) // Социологический журнал. 2020. Т. 26. № 3. С. 30–63. EDN: https://elibrary.ru/pcggmh. https://doi.org/10.19181/socjour.2020.26.3.7395</mixed-citation><mixed-citation xml:lang="en">Radaev  V.V.  The  divide  among  the  millennial  generation:  historical  and  empirical  justifications  (Part  one). Sociological journal. 2020; 26(3):30–63. EDN: https://elibrary.ru/pcggmh. https://doi.org/0.19181/socjour.2020.26.3.7395 (In Russ.)</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>
