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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">umj</journal-id><journal-title-group><journal-title xml:lang="ru">Университетское управление: практика и анализ</journal-title><trans-title-group xml:lang="en"><trans-title>University Management: Practice and Analysis</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1999-6640</issn><issn pub-type="epub">1999-6659</issn><publisher><publisher-name>Federal State Autonomous Educational Institution of Higher Education «Ural Federal University named after the first President of Russia B.N.Yeltsin»; Non-Commercial Partnership “University Management: Practice and</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.15826/umpa.2020.04.037</article-id><article-id custom-type="elpub" pub-id-type="custom">umj-1291</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>ЭФФЕКТИВНОСТЬ УНИВЕРСИТЕТОВ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>UNIVERSITIES’ PERFORMANCE</subject></subj-group></article-categories><title-group><article-title>Оценка эффективности деятельности университетов на основе их производственных функций</article-title><trans-title-group xml:lang="en"><trans-title>University Efficiency Evaluation Based on Educational Production Functions</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Егоров</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Egorov</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Егоров Алексей Алексеевич – младший научный сотрудник и соруководитель программы магистратуры «Доказательное развитие образования», лаборатория «Развитие университетов», Институт образования</p><p>101000, Москва, Потаповский пер., 16/10</p></bio><bio xml:lang="en"><p>Alexey A. Egorov – Junior Researcher, Co-Supervisor of the Master’s Program «Evidence-Based Education Development», Institute of Education</p><p>16/10 Potapovskiy lane, Moscow, 101000</p></bio><email xlink:type="simple">aegorov@hse.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Национальный исследовательский университет «Высшая школа экономики»</institution><country>Россия</country></aff><aff xml:lang="en"><institution>National Research University Higher School of Economics</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2020</year></pub-date><pub-date pub-type="epub"><day>26</day><month>02</month><year>2021</year></pub-date><volume>24</volume><issue>4</issue><fpage>87</fpage><lpage>99</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Егоров А.А., 2021</copyright-statement><copyright-year>2021</copyright-year><copyright-holder xml:lang="ru">Егоров А.А.</copyright-holder><copyright-holder xml:lang="en">Egorov A.A.</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.umj.ru/jour/article/view/1291">https://www.umj.ru/jour/article/view/1291</self-uri><abstract><p>В данной исследовательской статье рассматривается один из основных экономических инструментов для анализа деятельности университетов – производственная функция образования. Эта функция отражает взаимосвязь между ресурсами и результатами деятельности образовательных организаций, а также является основой для расчета оценок их эффективности. Автором приводятся результаты оценки эффективности российских вузов, а также осуществляется их кластеризация на основе показателей результативности и эффективности деятельности. Результаты анализа свидетельствуют о том, что уровень эффективности является ключевым показателем деятельности университетов, который может быть использован при разработке государственных политик и регулирующих воздействий, а также при принятии решений относительно распределения ресурсов между данными образовательными организациями.</p></abstract><trans-abstract xml:lang="en"><p>This paper analyses the educational production function (EPF), which is one of the main economic instruments for the analysis of university activities. This instrument describes the relationship between university performance and amount of available resources and forms the basis for calculating efficiency scores. In this paper we present the results of Russian universities’ efficiency analysis, as well as the results of cluster analysis based on university efficiency and performance scores. The results of our analysis suggest that efficiency is a key characteristic of a university’s activity and should be considered as an important indicator for elaborating public policies in higher education together with making decisions when distributing resources among educational organizations.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>производственная функция образования</kwd><kwd>эффективность</kwd><kwd>ресурсы университетов</kwd><kwd>результативность университетов</kwd></kwd-group><kwd-group xml:lang="en"><kwd>educational production function</kwd><kwd>efficiency</kwd><kwd>university resources</kwd><kwd>university performance</kwd></kwd-group><funding-group><funding-statement xml:lang="ru">Исследование выполнено при финансовой поддержке РФФИ в рамках научно-исследовательского проекта № 18-010-00564 «Современные тенденции и социально-экономические последствия развития цифровых технологий в России».</funding-statement><funding-statement xml:lang="en">This work was supported by a grant of Russian Foundation for Basic Research #18-010-00564 Modern Tendencies and Social and Economic Consequences of Digital Technologies Development in Russia.</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">Зинченко Д. И., Егоров А. А. Моделирование эффективности российских университетов // Экономический журнал Высшей школы экономики. 2019. Т. 23, № 1. С. 143–172. DOI 10.17323/1813-8691-2019-23-1-143-172.</mixed-citation><mixed-citation xml:lang="en">Zinchenko D. I., Egorov A. A. Modelirovanie effektivnosti rossiiskikh universitetov [Efficiency Modeling of Russian Universities]. Ekonomicheskii zhurnal Vysshei shkoly ekonomiki [HSE Economic Journal], 2019, vol. 23, nr 1, pp. 143–172. doi 10.17323/1813-8691-2019-23-1-143-172. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">The Russian Excellence Initiative for Higher Education: a Nonparametric Evaluation of Short-Term Results / T. Agasisti, E. Shibanova, D. Platonova, M. Lisyutkin // International Transactions in Operational Research. 2020. Vol. 27, nr 4. P. 1911–1929. DOI 10.1111/itor.12742.</mixed-citation><mixed-citation xml:lang="en">Agasisti T., Shibanova E., Platonova D., Lisyutkin M. The Russian Excellence Initiative for Higher Education: a Nonparametric Evaluation of Short-Term Results. International Transactions in Operational Research, 2020, vol. 27, nr 4, pp. 1911–1929. doi 10.1111/itor.12742. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">The Road to Academic Excellence: The Making of World-Class Research Universities / P. G. Altbach, J. Salmi (eds.). The World Bank, 2011. 464 с. DOI 10.1596/9780821388051.</mixed-citation><mixed-citation xml:lang="en">Altbach P. G., Salmi J. (eds.). The Road to Academic Excellence: The Making of World-Class Research Universities, The World Bank, 2011, 464 p. doi 10.1596/9780821388051. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Mitchell M., Palacios V., Leachman M. States are Still Funding Higher Education below Pre-Recession Levels // Journal of Collective Bargaining in the Academy. 2015. Vol. 10. P. 1–27.</mixed-citation><mixed-citation xml:lang="en">Mitchell M., Palacios V., Leachman M. States are Still Funding Higher Education below Pre-Recession Levels. Journal of Collective Bargaining in the Academy, 2015, vol. 10, pp. 1–27. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Coleman J. S. Equality of Educational Opportunity // Integrated Education. 1968. Vol. 6, nr 5. P. 19–28. DOI 10.4324/9781315110608-5.</mixed-citation><mixed-citation xml:lang="en">Coleman J. S. Equality of Educational Opportunity. Integrated Education, 1968, vol. 6, nr 5, pp. 19–28. doi 10.4324/9781315110608-5. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Bowles S. S., Levin H. M. More on Multicollinearity and the Effectiveness of Schools // The Journal of Human Resources. 1968. Vol. 3, nr 3. P. 393–400. DOI 10.2307/145111.</mixed-citation><mixed-citation xml:lang="en">Bowles S. S., Levin H. M. More on Multicollinearity and the Effectiveness of Schools. The Journal of Human Resources, 1968, vol. 3, nr 3, pp. 393–400. doi 10.2307/145111. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Hanushek E. A., Kain J. F. On the Value of Equality of Educational Opportunity as a Guide to Public Policy // On Equality of Educational Opportunity. New York : Random House, 1972. P. 116–145.</mixed-citation><mixed-citation xml:lang="en">Hanushek E. A., Kain J. F. On the Value of Equality of Educational Opportunity as a Guide to Public Policy. In: On Equality of Educational Opportunity, New York, Random House, 1972, pp. 116–145. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Krueger A. B. Experimental Estimates of Education Production Functions // The Quarterly Journal of Economics. 1999. Vol. 114, nr 2. P. 497–532. DOI 10.3386/w6051.</mixed-citation><mixed-citation xml:lang="en">Krueger A. B. Experimental Estimates of Education Production Functions. The Quarterly Journal of Economics, 1999, vol. 114, nr 2, pp. 497–532. doi 10.3386/w6051. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Chetty R., Friedman J. N., Rockoff J. E. Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood // American economic review. 2014. Vol. 104, nr 9. P. 2633–2679. DOI 10.1257/aer.104.9.2633.</mixed-citation><mixed-citation xml:lang="en">Chetty R., Friedman J. N., Rockoff J. E. Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood. American Economic Review, 2014, vol. 104, nr 9, pp. 2633–2679. doi 10.1257/aer.104.9.2633. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Chetty R., Friedman J. N., Rockoff J. E. The LongTerm Impacts of Teachers: Teacher Value-Added and Student Outcomes in Adulthood. DOI 10.3386/w17699 // National Bureau of Economic Research. 2011. URL: https://www.nber.org/system/files/working_papers/w17699/w17699.pdf (дата обращения: 23.10.2020).</mixed-citation><mixed-citation xml:lang="en">Chetty R., Friedman J. N., Rockoff J. E. The LongTerm Impacts of Teachers: Teacher Value-Added and Student Outcomes in Adulthood. doi 10.3386/w17699. Available at: https://www.nber.org/system/files/working_papers/w17699/w17699.pdf (accessed 23.10.2020). (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Cohn E., Rhine S. L., Santos M. C. Institutions of Higher Education as Multi-Product Firms: Economies of Scale and Scope // The Review of Economics and Statistics. 1989. Vol. 71, nr 2. P. 284–290. DOI 10.2307/1926974.</mixed-citation><mixed-citation xml:lang="en">Cohn E., Rhine S. L., Santos M. C. Institutions of Higher Education as Multi-Product Firms: Economies of Scale and Scope. The Review of Economics and Statistics, 1989, vol. 71, nr 2, pp. 284–290. doi 10.2307/1926974. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Johnes G., Johnes J. Higher Education Institutions’ Costs and Efficiency: Taking the Decomposition a Further Step // Economics of Education Review. 2009. Vol. 28, nr 1. P. 107–113. DOI 10.1016/j.econedurev.2008.02.001.</mixed-citation><mixed-citation xml:lang="en">Johnes G., Johnes J. Higher Education Institutions’ Costs and Efficiency: Taking the Decomposition a Further Step. Economics of Education Review, 2009, vol. 28 nr 1, pp. 107–113. doi 10.1016/j.econedurev.2008.02.001. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Dolton P., Marcenaro O. D., Navarro L. The Effective Use of Student Time: a Stochastic Frontier Production Function Case Study // Economics of Education Review. 2003. Vol. 22, nr 6. P. 547–560. DOI 10.1016/s0272-7757(03)00027-x.</mixed-citation><mixed-citation xml:lang="en">Dolton P., Marcenaro O. D., Navarro L. The Effective Use of Student Time: a Stochastic Frontier Production Function Case Study. Economics of Education Review, 2003, vol. 22, nr 6, pp. 547–560. doi 10.1016/s0272-7757(03)00027-x. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Ponds R., Oort F. V., Frenken K. Innovation, Spillovers and University–Industry Collaboration: an Extended Knowledge Production Function Approach // Journal of Economic Geography. 2009. Vol. 10, nr 2. P. 231–255. DOI 10.1093/jeg/lbp036.</mixed-citation><mixed-citation xml:lang="en">Ponds R., Oort F. V., Frenken K. Innovation, Spillovers and University–Industry Collaboration: an Extended Knowledge Production Function Approach. Journal of Economic Geography, 2009, vol. 10, nr 2, pp. 231–255. doi 10.1093/jeg/lbp036. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Farrell M. J. The Measurement of Productive Efficiency // Journal of the Royal Statistical Society: Series A (General). 1957. Vol. 120, nr 3. P. 253–281. DOI 10.2307/2343100.</mixed-citation><mixed-citation xml:lang="en">Farrell M. J. The Measurement of Productive Efficiency. Journal of the Royal Statistical Society: Series A (General), 1957, vol. 120, nr 3, pp. 253–281. doi 10.2307/2343100. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Aigner D., Lovell C. K., Schmidt P. Formulation and Estimation of Stochastic Frontier Production Function Models // Journal of econometrics. 1977. Vol. 6, nr 1. P. 21–37. DOI 10.1016/0304-4076(77)90052-5.</mixed-citation><mixed-citation xml:lang="en">Aigner D., Lovell C. K., Schmidt P. Formulation and Estimation of Stochastic Frontier Production Function Models. Journal of Econometrics, 1977, vol. 6, nr 1, pp. 21–37. doi 10.1016/0304-4076(77)90052-5. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Charnes A., Cooper W. W., Rhodes E. Measuring the Efficiency of Decision Making Units. European Journal of Operational Research. 1978. Vol. 2, nr 6. P. 429–444. DOI 10.1016/0377-2217(78)90138-8.</mixed-citation><mixed-citation xml:lang="en">Charnes A., Cooper W. W., Rhodes E. Measuring the Efficiency of Decision Making Units. European Journal of Operational Research, 1978, vol. 2, nr 6, pp. 429–444. doi 10.1016/0377-2217(78)90138-8. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Johnes G. Scale and Technical Efficiency in the Production of Economic Research // Applied Economics Letters. 1995. Vol. 2, nr 1. P. 7–11. DOI 10.1080/135048595357717.</mixed-citation><mixed-citation xml:lang="en">Johnes G. Scale and Technical Efficiency in the Production of Economic Research. Applied Economics Letters, 1995, vol. 2, nr 1, pp. 7–11. doi 10.1080/135048595357717. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Measuring the Efficiency of British Universities: a Multi-Period Data Envelopment Analysis / A. T. Flegg, D. O. Allen, K. Field, T. W. Thurlow // Education Economics. 2004. Vol. 12, nr 3. P. 231–249. DOI 10.1080/0904529042000258590.</mixed-citation><mixed-citation xml:lang="en">Flegg A. T., Allen D. O., Field K., Thurlow T. W. Measuring the Efficiency of British Universities: a MultiPeriod Data Envelopment Analysis. Education Economics, 2004, vol. 12, nr 3, pp. 231–249. doi10.1080/0904529042000258590. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Agasisti T., Dal Bianco A. Data Envelopment Analysis to the Italian University System: Theoretical Issues and Policy Implications // International Journal of Business Performance Management. 2006. Vol. 8, nr 4. P. 344–367. DOI 10.1504/ijbpm.2006.009613.</mixed-citation><mixed-citation xml:lang="en">Agasisti T., Dal Bianco A. Data Envelopment Analysis to the Italian University System: Theoretical Issues and Policy Implications. International Journal of Business Performance Management, 2006, vol. 8, nr 4, pp. 344–367. doi 10.1504/ijbpm.2006.009613. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Agasisti T., Pérez-Esparrells C. Comparing Efficiency in a Cross-Country Perspective: the Case of Italian and Spanish State Universities // Higher Education. 2010. Vol. 59, nr 1. P. 85–103. DOI 10.1007/s10734-009-9235-8.</mixed-citation><mixed-citation xml:lang="en">Agasisti T., Pérez-Esparrells C. Comparing Efficiency in a Cross-Country Perspective: the Case of Italian and Spanish State Universities. Higher Education, 2010, vol. 59, nr 1, pp. 85–103. doi 10.1007/s10734-009-9235-8. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Agasisti T., Johnes G. Beyond Frontiers: Comparing the Efficiency of Higher Education Decision-Making Units across More than One Country // Education Economics. 2009. Vol. 17, nr 1. P. 59–79. DOI 10.1080/09645290701523291.</mixed-citation><mixed-citation xml:lang="en">Agasisti T., Johnes G. Beyond Frontiers: Comparing the Efficiency of Higher Education Decision-Making Units across More than One Country. Education Economics, 2009, vol. 17, nr 1, pp. 59–79. doi 10.1080/09645290701523291. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Efficiency of Regional Higher Education Systems and Regional Economic Short-Run Growth: Empirical Evidence from Russia / T. Agasisti, A. Egorov, D. Zinchenko, O. Leshukov // НИУ ВШЭ : официальный сайт. URL: https://publications.hse.ru/articles/350745643 (дата обращения: 12.11.2020).</mixed-citation><mixed-citation xml:lang="en">Agasisti T., Egorov A., Zinchenko D., Leshukov O. Efficiency of Regional Higher Education Systems and Regional Economic Short-Run Growth: Empirical Evidence from Russia. Available at: https://publications.hse.ru/articles/350745643 (accessed 12.11.2020). (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Оценка результативности университетов с помощью оболочечного анализа данных / И. В. Абанкина, Ф. Т. Алескеров, В. Ю. Белоусова [и др.] // Вопросы образования. 2013. № 2. С. 15–48. DOI 10.17323/1814-9545-2013-2-15-48.</mixed-citation><mixed-citation xml:lang="en">Abankina I., Aleskerov F., Belousova V., Zinkovsky K., Petrushchenko S. Otsenka rezul’tativnosti universitetov s pomoshch’yu obolochechnogo analiza dannykh [Higher Education Institutions’ Efficiency Analysis by Data Envelopment]. Voprosy obrazovaniia [Educational Studies], 2013, nr 2, pp. 15–48. doi 10.17323/1814-9545-2013-2-15-48. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Zinkovsky K. V., Derkachev P. V. Restructuring the System of Higher Education: Assessing the Outcomes of University Mergers // Russian Education &amp; Society. 2018. Vol. 60, nr 5. P. 402–421. DOI 10.1080/10609393.2018.1495019.</mixed-citation><mixed-citation xml:lang="en">Zinkovsky K. V., Derkachev P. V. Restructuring the System of Higher Education: Assessing the Outcomes of University Mergers. Russian Education &amp; Society, 2018, vol. 60, nr 5, pp. 402–421. doi 10.1080/10609393.2018.1495019. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Типология и анализ научно-образовательной результативности российских вузов / И. В. Абанкина, Ф. Т. Алескеров, В. Ю. Белоусова [и др.] // Форсайт. 2013. Т. 7, № 3. С. 48–63.</mixed-citation><mixed-citation xml:lang="en">Abankina I., Aleskerov F., Belousova V., Gokhberg L., Zinkovsky K., Kiselgof S., Shvydun S. Tipologiya i analiz nauchno-obrazovatel’noi rezul’tativnosti rossiiskikh vuzov [A Typology and Analysis of Russian Universities’ Performance in Education and Research]. Foresight, 2013, vol. 7, nr 3, pp. 48–63. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Simar L., Wilson P. W. Estimation and Inference in Two-Stage, Semi-Parametric Models of Production Processes // Journal of econometrics. 2007. Vol. 136, nr 1. P. 31–64. DOI 10.1016/j.jeconom.2005.07.009.</mixed-citation><mixed-citation xml:lang="en">Simar L., Wilson P. W. Estimation and Inference in Two-Stage, Semi-Parametric Models of Production Processes. Journal of Econometrics, 2007, vol. 136, nr 1, pp. 31–64. doi 10.1016/j.jeconom.2005.07.009. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Baumol W. J., Panzar J. C., Willig R. D. Contestable Markets: An Uprising in the Theory of Industry Structure: Reply // The American Economic Review. 1983. Vol. 73, nr 3. P. 491–496.</mixed-citation><mixed-citation xml:lang="en">Baumol W. J., Panzar J. C., Willig R. D. Contestable Markets: An Uprising in the Theory of Industry Structure: Reply. The American Economic Review, 1983, vol. 73, nr 3, pp. 491–496. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Hoxby C. M. How the Changing Market Structure of US Higher Education Explains College Tuition (nr w6323). National Bureau of Economic Research, 1997. 80 c. DOI 10.3386/w6323.</mixed-citation><mixed-citation xml:lang="en">Hoxby C. M. How the Changing Market Structure of US Higher Education Explains College Tuition (nr. w6323), National Bureau of Economic Research, 1997, 80 p. doi 10.3386/w6323. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Wolszczak-Derlacz J., Parteka A. Efficiency of European Public Higher Education Institutions: a Two-Stage Multicountry Approach // Scientometrics. 2011. Vol. 89, nr 3. P. 887–917.</mixed-citation><mixed-citation xml:lang="en">Wolszczak-Derlacz J., Parteka A. Efficiency of European Public Higher Education Institutions: a Two-Stage Multicountry Approach. Scientometrics, 2011, vol. 89, nr 3, pp. 887–917. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Scott J. C. The Mission of the University: Medieval to Postmodern Transformations // The Journal of Higher Education. 2006. Vol. 77, nr 1. P. 1–39.</mixed-citation><mixed-citation xml:lang="en">Scott J. C. The Mission of the University: Medieval to Postmodern Transformations. The Journal of Higher Education, 2006, vol. 77, nr 1, pp. 1–39. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Laredo P. Revisiting the Third Mission of Universities: Toward a Renewed Categorization of University Activities? // Higher Education Policy. 2007. Vol. 20, nr 4. P. 441–456.</mixed-citation><mixed-citation xml:lang="en">Laredo P. Revisiting the Third Mission of Universities: Toward a Renewed Categorization of University Activities? Higher Education Policy, 2007, vol. 20, nr 4, pp. 441–456. (In Eng.).</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Parteka A., Wolszczak-Derlacz J. Dynamics of Productivity in Higher Education: Cross-European Evidence Based on Bootstrapped Malmquist Indices // Journal of Productivity Analysis. 2013. Vol. 40, nr 1. P. 67–82.</mixed-citation><mixed-citation xml:lang="en">Parteka A., Wolszczak-Derlacz J. Dynamics of Productivity in Higher Education: Cross-European Evidence Based on Bootstrapped Malmquist Indices. Journal of Productivity Analysis, 2013, vol. 40, nr 1, pp. 67–82. (In Eng.).</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>
