<?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">rusjel</journal-id><journal-title-group><journal-title xml:lang="ru">Russian Journal of Economics and Law</journal-title><trans-title-group xml:lang="en"><trans-title>Russian Journal of Economics and Law</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2782-2923</issn><publisher><publisher-name>"TCE "Taglimat"" Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.21202/2782-2923.2024.4.876-897</article-id><article-id custom-type="elpub" pub-id-type="custom">rusjel-2597</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>РЕГИОНАЛЬНАЯ ОТРАСЛЕВАЯ ЭКОНОМИКА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>REGIONAL AND BRANCH ECONOMICS</subject></subj-group></article-categories><title-group><article-title>Отраслевые тенденции совокупной факторной производительности: где потенциал роста?</article-title><trans-title-group xml:lang="en"><trans-title>Sector trends of total factor productivity: where is the growth potential?</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-3402-1558</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кадочникова</surname><given-names>Е. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Kadochnikova</surname><given-names>E. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Екатерина Ивановна Кадочникова, кандидат экономических наук, доцент, доцент кафедры</p><p>Институт управления, экономики и финансов; кафедра экономической теории и эконометрики</p><p>Казань</p><p>Web of Science Researcher ID: M-4027-2013</p></bio><bio xml:lang="en"><p>Ekaterina I. Kadochnikova, Cand. Sci. (Economics), Associate Professor</p><p>Institute for Management, Economics and Finance; Department of Economic Theory and Econometrics</p><p>Kazan</p><p>Web of Science Researcher ID: M-4027-2013</p></bio><email xlink:type="simple">kad-ekaterina@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/0000-0003-3959-7134</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Багаутдинова</surname><given-names>Н. Г.</given-names></name><name name-style="western" xml:lang="en"><surname>Bagautdinova</surname><given-names>N. G.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Наиля Гумеровна Багаутдинова, доктор экономических наук, профессор, заведующий кафедрой</p><p>Институт управления, экономики и финансов; кафедра экономической теории и эконометрики</p><p>Казань</p><p>Web of Science Researcher ID: O-4764-2016</p></bio><bio xml:lang="en"><p>Nailya G. Bagautdinova, Dr. Sci. (Economics), Professor, Head of the Department</p><p>Institute for Management, Economics and Finance; Department of Economic Theory and Econometrics</p><p>Kazan</p><p>Web of Science Researcher ID: O-4764-2016</p></bio><email xlink:type="simple">nailya.mail@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/0000-0002-8617-3740</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Хомидов</surname><given-names>С. О.</given-names></name><name name-style="western" xml:lang="en"><surname>Khomidov</surname><given-names>S. O.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Сохибмалик Олимович Хомидов, доктор философии по экономике, PhD, доцент</p><p>кафедра бухгалтерского учета и статистики</p><p>Бухара</p></bio><bio xml:lang="en"><p>Sokhibmalik O. Khomidov, PhD (Economics), Associate Professor</p><p>Department of Accounting and Statistics</p><p>Bukhara</p></bio><email xlink:type="simple">soxibmalik1981@mail.ru</email><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Казанский (Приволжский) федеральный университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Kazan (Volga) Federal University</institution><country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Бухарский государственный университет</institution><country>Узбекистан</country></aff><aff xml:lang="en"><institution>Bukhara State University</institution><country>Uzbekistan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>16</day><month>12</month><year>2024</year></pub-date><volume>18</volume><issue>4</issue><fpage>876</fpage><lpage>897</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Кадочникова Е.И., Багаутдинова Н.Г., Хомидов С.О., 2024</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="ru">Кадочникова Е.И., Багаутдинова Н.Г., Хомидов С.О.</copyright-holder><copyright-holder xml:lang="en">Kadochnikova E.I., Bagautdinova N.G., Khomidov S.O.</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.rusjel.ru/jour/article/view/2597">https://www.rusjel.ru/jour/article/view/2597</self-uri><abstract><sec><title>   Цель</title><p>   Цель: выявление отраслевых тенденций совокупной факторной производительности, производительности труда и фондоотдачи в отраслях экономики. Гипотезы исследования: продолжает наблюдаться замедление совокупной факторной производительности в отраслях экономики России; наблюдается разрыв в совокупной факторной производительности для различных комплексов отраслей.</p></sec><sec><title>   Методы</title><p>   Методы: производственная функция Кобба – Дугласа, множественная регрессия, агрегация Домара, коэффициент Джини, графическая визуализация.</p></sec><sec><title>   Результаты</title><p>   Результаты: выявлено более эффективное использование ресурсов труда в отличие от капитала, накопление которого отмечено повсеместно; наиболее высокий рост производительности труда отмечен в финансовой и страховой деятельности, обрабатывающих отраслях, профессиональной, научной и технической деятельности; наблюдается цикличность динамики совокупной факторной производительности, ее наиболее устойчивый рост и положительный совокупный технологический сдвиг в период с 2017 по 2021 гг. наблюдаются в комплексах обрабатывающих и инвестиционных отраслей российской экономики (финансовая и страховая деятельность), в сельском хозяйстве. Снижение совокупной факторной производительности обнаружено в отрасли добычи полезных ископаемых, транспортировке и хранении, деятельности гостиниц и предприятий общественного питания, строительстве, образовании, здравоохранении.</p></sec><sec><title>   Научная новизна</title><p>   Научная новизна: состоит в измерении совокупной факторной производительности и совокупного технологического сдвига в разрезе отраслей и комплексов отраслей российской экономики за период с 2011 по 2021 гг.</p><p>   Практическая значимость: результаты исследования могут быть использованы для политики стимулирования внутренних источников роста экономики, для совершенствования отраслевых рекомендаций инновационной политики.</p></sec></abstract><trans-abstract xml:lang="en"><sec><title>   Objective</title><p>   Objective: to identify industry trends in aggregate factor productivity, labor productivity and capital productivity in economic sectors. The hypotheses are: there is a continuing slowdown in aggregate factor productivity in the Russian economy sectors; there is a gap in aggregate factor productivity in various complexes of industries.</p></sec><sec><title>   Methods</title><p>   Methods: Cobb–Douglas production function, multiple regression, Domar aggregation, Gini coefficient, graphical visualization.</p></sec><sec><title>   Results</title><p>   Results: the study revealed a more efficient use of labor resources in contrast to capital, the latter being accumulated everywhere. The highest increase in labor productivity was noted in financial and insurance activities, manufacturing industries, professional, scientific and technical activities. There is a cyclical dynamics of aggregate factor productivity, its most stable growth and a positive cumulative technological shift marked from 2017 until 2021. They are observed in the manufacturing and investment complexes of the Russian economy (financial and insurance activities), and in agriculture.A decrease in total factor productivity was found in the mining industry, transportation and storage, hotels and catering, construction, education, and healthcare.</p></sec><sec><title>   Scientific novelty</title><p>   Scientific novelty: it consists in a change in the total factor productivity and the total technological shift in the context of sectors and complexes of sectors of the Russian economy from 2011 to 2021.</p><p>   Practical significance: the study results can be used for the policy of stimulating internal sources of economic growth, to improve sectoral recommendations of innovation policy.</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>региональная и отраслевая экономика</kwd><kwd>экономический рост</kwd><kwd>производственная функция</kwd><kwd>совокупная факторная производительность</kwd><kwd>инновации</kwd></kwd-group><kwd-group xml:lang="en"><kwd>regional and branch economics</kwd><kwd>economic growth</kwd><kwd>production function</kwd><kwd>aggregate factor productivity</kwd><kwd>innovation</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">Абрамов, А. Е., Джаохадзе, Е. Д., Радыгин, А. Д., Чернова, М. И. (2023). Совокупная факторная производительность российских компаний: оценки, тренды и факторы динамики. Вопросы экономики, 11, 5–27. doi: 10.32609/0042-8736-2023-11-5-27</mixed-citation><mixed-citation xml:lang="en">Abramov, A. E., Dzhaokhadze, E. D., Radygin, A. D., &amp; Chernova, M. I. (2023). Total factor productivity of Russian companies: Assessments, trends, and dynamic factors. Voprosy Ekonomiki, 11, 5–27. (In Russ.). doi: 10.32609/0042-8736-2023-11-5-27</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Бабурин, В. Л., Ростислав, К. В. (2019). Изменение совокупной производительности факторов российских регионов в 2008–2016 гг. Journal of New Economy, 20(3), 5–22.</mixed-citation><mixed-citation xml:lang="en">Antonelli, C. (2018). The engines of the creative response: the introductory framework. In The Evolutionary Complexity of Endogenous Innovation (pp. 1–20). Edward Elgar Publishing Limited. doi: 10.4337/9781788113793.00005</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Бессонов, В. А. (2004). О динамике совокупной факторной производительности в российской переходной экономике. Экономический журнал ВШЭ, 8(4), 542–587.</mixed-citation><mixed-citation xml:lang="en">Arazmuradov, A., Martini, G., &amp; Scotti, D. (2014). Determinants of total factor productivity in former Soviet Union economies: A stochastic frontier approach. Economic Systems, 38(1), 115–135. doi: 10.1016/j.ecosys.2013.07.007</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Бессонова, Е. В. (2018). Анализ динамики совокупной производительности факторов на российских предприятиях (2009–2015 гг.). Вопросы экономики, 7, 96–118. doi: 10.32609/0042-8736-2018-7-96-118</mixed-citation><mixed-citation xml:lang="en">Baburin, V. L., &amp; Rostislav, K. V. (2019). Total factor productivity changes in Russian regions in 2008–2016. Journal of New Economy, 20(3), 5–22. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Бессонова, Е., Гончар, К. (2022). Могут ли рост конкуренции и жесткие бюджетные ограничения снизить потери эффективности государственных предприятий? Деньги и кредит, 81(3), 22–53.</mixed-citation><mixed-citation xml:lang="en">Balk, B. M. (2001). Scale efficiency and productivity change. Journal of Productivity Analysis, 15, 159–183.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Воскобойников, И. Б. (2003). Оценка совокупной факторной производительности российской экономики в период 1961–2001 гг. с учетом корректировки динамики основных фондов. Препринт WP2/2003/03. Москва: ГУ ВШЭ.</mixed-citation><mixed-citation xml:lang="en">Barro, R. J. (1999). Inequality, growth, and investment. NBER Working Paper, 7038. Cambridge, MA: National Bureau of Economic Research.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Воскобойников, И. Б., Баранов, Э. Ф., Бобылёва, К. В. и др. (2020б). Источники роста производительности труда после шоков 1998 и 2008 годов в России в контексте перспектив восстановления экономики после кризиса COVID-19: доклад к XXI Апрельской Международной научной конференции по проблемам развития экономики и общества. Москва: Изд. дом Высшей школы экономики.</mixed-citation><mixed-citation xml:lang="en">Battisti, M., Del Gatto, M., &amp; Parmeter, Ch. F. (2018) Labor productivity growth: disentangling technology and capital accumulation. Journal of Economic Growth, 23(1), 111–143. doi: 10.1007/s10887-017-9143-1</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Воскобойников, И. Б., Баранов, Э. Ф., Бобылева, К. В., Капелюшников, Р. И., Пионтковский, Д. И., Роскин, А. А., Толоконников, А. Е. (2020а). Постшоковый рост российской экономики. Опыт кризисов 1998 и 2008 годов и взгляд в будущее. Препринт WP3/2020/06. Москва: Изд. дом Высшей школы экономики. Серия WP3 «Проблемы рынка труда».</mixed-citation><mixed-citation xml:lang="en">Bessonov, V. A. (2004). On Dynamics of total factor productivity in the Russian economy in transition. HSE Economic Journal, 8(4), 542–587. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Масленников, О. В. (2015). Классификация методов расчета совокупной факторной производительности. Вестник ВГУ. Серия: Экономика и управление, 4, 172–175.</mixed-citation><mixed-citation xml:lang="en">Bessonova, E. V. (2018). Analysis of Russian firms’ TFP growth in 2009–2015. Voprosy ekonomiki, 7, 96–118. (In Russ.). doi: 10.32609/0042-8736-2018-7-96-118</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Мицек, С. А. (2021). Анализ макроэкономической динамики совокупной факторной производительности экономики России. Экономика региона, 17(3), 799–813. doi: 10.17059/ekon.reg.2021-3-6</mixed-citation><mixed-citation xml:lang="en">Bessonova, E., &amp; Gonchar, K. (2022). Can the growth of competitive pressure and hardening of budget constraints reduce the efficiency loss due to state ownership? Russian Journal of Money and Finance, 81(3), 22–53. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Мясников, А. А. (2018). Анализ факторов совокупной факторной производительности российских регионов. Экономика региона, 14(4), 1168–1180. doi: 10.17059/2018-4-9</mixed-citation><mixed-citation xml:lang="en">Bosworth, B., &amp; Collins, S. M. (2008). Accounting for growth: Comparing China and India. Journal of Economic Perspectives, 22(1), 45–66. doi: 10.1257/jep.22.1.45</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Соболевская, Т. Г. (2019). Динамика совокупной факторной производительности в экономике России. Регион: системы, экономика, управление, 4(7), 35–38.</mixed-citation><mixed-citation xml:lang="en">Brock, G., &amp; Ogloblin, C. (2018). Russian 1998–2007 TFP decomposed: Some inspiration emerging from inherited Soviet legacy, Economic Change and Restructuring, 51(2), 135–151. doi: 10.1007/s10644-016-9196-8</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Antonelli C., &amp; Amidei, F. B. (2011). A model of localized technological change cum pecuniary knowledge externalities. In The Dynamics of Knowledge Externalities (pp. 51–71). Edward Elgar Publishing Limited. doi: 10.4337/9780857930828.00012</mixed-citation><mixed-citation xml:lang="en">Cazzavillan, G., Donadelli, M., &amp; Persha, L. (2013). Economic growth and poverty traps in sub-saharan africa: the role of education and TFP shocks. Research in Economics, 67(3), 226–242. doi: 10.1016/j.rie.2013.05.001</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Antonelli, C. (2018). The engines of the creative response: the introductory framework. In The Evolutionary Complexity of Endogenous Innovation (pp. 1–20). Edward Elgar Publishing Limited. doi: 10.4337/9781788113793.00005</mixed-citation><mixed-citation xml:lang="en">Colino, A., Benito-Osorio, D., &amp; Rueda-Armengot, C. (2014). Entrepreneurship culture, total factor productivity growth and technical progress: Patterns of convergence towards the technological frontier. Technological Forecasting and Social Change, 88, 349–359. doi: 10.1016/j.techfore.2013.10.007</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Arazmuradov, A., Martini, G., &amp; Scotti, D. (2014). Determinants of total factor productivity in former Soviet Union economies: A stochastic frontier approach. Economic Systems, 38(1), 115–135. doi: 10.1016/j.ecosys.2013.07.007</mixed-citation><mixed-citation xml:lang="en">Comin, D. (2010). Total factor productivity. In S. Durlauf &amp; L. Blume (Eds.). Economic Growth (pp. 260–263). London: Palgrave Macmillan. doi: 10.1057/9780230280823_32</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Balk, B. M. (2001). Scale efficiency and productivity change. Journal of Productivity Analysis, 15, 159–183.</mixed-citation><mixed-citation xml:lang="en">Cuevas Ahumada, V. M., &amp; Calderón Villarreal, C. (2022). Oil rents, institutional development, and total factor productivity. Investigación Económica, 81(322), 52–72. doi: 10.22201/fe.01851667p.2022.322.82218</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Barro, R. J. (1999). Inequality, growth, and investment. NBER Working Paper, 7038. Cambridge, MA: National Bureau of Economic Research.</mixed-citation><mixed-citation xml:lang="en">Domar, E. D. (1961) On the Measurement of Technological Change, Economic Journal, LXXI, 709–729. doi: 10.2307/2228246</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Battisti, M., Del Gatto, M., &amp; Parmeter, Ch. F. (2018) Labor productivity growth: disentangling technology and capital accumulation. Journal of Economic Growth, 23(1), 111–143./ doi: 10.1007/s10887-017-9143-1</mixed-citation><mixed-citation xml:lang="en">Duran, H. E. (2019). Asymmetries in regional development: does TFP or capital accumulation matter for spatial inequalities? Journal of Economic Asymmetries, 20, e00119. doi: 10.1016/j.jeca.2019.e00119</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Bosworth, B., &amp; Collins, S. M. (2008). Accounting for growth: Comparing China and India. Journal of Economic Perspectives, 22(1), 45–66. doi: 10.1257/jep.22.1.45</mixed-citation><mixed-citation xml:lang="en">Han, G., Kalirajan, K., &amp; Singh, N. (2002). Productivity and economic growth in East Asia: innovation, efficiency and accumulation. Japan and the World Economy, 14(4), 401–424. doi: 10.1016/s0922-1425(02)00028-2</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Brock, G., &amp; Ogloblin, C. (2018). Russian 1998–2007 TFP decomposed: Some inspiration emerging from inherited Soviet legacy. Economic Change and Restructuring, 51(2), 135–151. doi: 10.1007/s10644-016-9196-8</mixed-citation><mixed-citation xml:lang="en">Irmen, A., &amp; Tabakovic, A. (2017). Endogenous capital- and labor- augmenting technical change in the neoclassical growth model. Journal of Economic Theory, 170, 346–384. doi: 10.1016/j.jet.2017.05.002</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Cazzavillan, G., Donadelli, M., &amp; Persha, L. (2013). Economic growth and poverty traps in sub-saharan africa: the role of education and TFP shocks. Research in Economics, 67(3), 226–242. doi: 10.1016/j.rie.2013.05.001</mixed-citation><mixed-citation xml:lang="en">Jia, F., Ma, X., &amp; Xu, X. (2020). The differential role of manufacturing and non manufacturing TFP growth in economic growth. Structural Change and Economic Dynamics, 52, 174–183. doi: 10.1016/j.strueco.2019.10.006</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Colino, A., Benito-Osorio, D., &amp; Rueda-Armengot, C. (2014). Entrepreneurship culture, total factor productivity growth and technical progress: Patterns of convergence towards the technological frontier. Technological Forecasting and Social Change, 88, 349–359. do: 10.1016/j.techfore.2013.10.007</mixed-citation><mixed-citation xml:lang="en">Kendrick, J. W. (1961). Productivity Trends in the United States. Princeton: Princeton University Press.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Comin, D. (2010). Total factor productivity. In S. Durlauf &amp; L. Blume (Eds.). Economic Growth (pp. 260–263). London: Palgrave Macmillan. doi: 10.1057/9780230280823_32</mixed-citation><mixed-citation xml:lang="en">Lambert, J. (2016). Productivity is everything. GAM Insights. Dublin: GAM Investments.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Cuevas Ahumada, V. M., &amp; Calderón Villarreal, C. (2022). Oil rents, institutional development, and total factor productivity. Investigación Económica, 81(322), 52–72. doi: 10.22201/fe.01851667p.2022.322.82218</mixed-citation><mixed-citation xml:lang="en">Li, K.-W., &amp; Liu, T. (2011). Economic and productivity growth decomposition: An application to post-reform China. Economic Modelling, 28(1–2), 366–373. doi: 10.1016/j.econmod.2010.08.013</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Domar, E. D. (1961) On the Measurement of Technological Change, Economic Journal, LXXI, 709–729. doi: 10.2307/2228246</mixed-citation><mixed-citation xml:lang="en">Liu, H., &amp; Tsai, H. (2021). A stochastic frontier approach to assessing Total Factor Productivity change in China’s starrated hotel industry. Journal of Hospitality &amp; Tourism Research, 45(1), 1–24. doi: 10.1177/1096348020946363</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Duran, H. E. (2019). Asymmetries in regional development: does TFP or capital accumulation matter for spatial inequalities? Journal of Economic Asymmetries, 20, e00119. doi: 10.1016/j.jeca.2019.e00119</mixed-citation><mixed-citation xml:lang="en">Mankiw, G., Romer, D., &amp; Weil, D. (1992). A contribution to the empirics of economic growth. Quarterly Journal of Economics, 107(2), 407–437. doi: 10.2307/2118477</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Han, G., Kalirajan, K., &amp; Singh, N. (2002). Productivity and economic growth in East Asia: innovation, efficiency and accumulation. Japan and the World Economy, 14(4), 401–424. doi: 10.1016/s0922-1425(02)00028-2</mixed-citation><mixed-citation xml:lang="en">Maslennikov, O. V. (2015). Classification of methods of calculating the total factor productivity. Vestnik of VSU. Series: Economy and Management, 4, 172–175. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Irmen, A., &amp; Tabakovic, A. (2017). Endogenous capital- and labor- augmenting technical change in the neoclassical growth model. Journal of Economic Theory, 170, 346–384. doi: 10.1016/j.jet.2017.05.002</mixed-citation><mixed-citation xml:lang="en">Mitsek, S. A. (2021). Macroeconomic Dynamics of the Total Factor Productivity of the Russian Economy. Economy of the region, 17(3), 799–813. (In Russ.). doi: 10.17059/ekon.reg.2021-3-6</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Jia, F., Ma, X., &amp; Xu, X. (2020). The differential role of manufacturing and non manufacturing TFP growth in economic growth. Structural Change and Economic Dynamics, 52, 174–183. doi: 10.1016/j.strueco.2019.10.006</mixed-citation><mixed-citation xml:lang="en">Motohashi, K. (2007). Assessing Japan’s industrial competitiveness by international productivity level: comparison with China, Korea, Taiwan and the United States. In D. Jorgenson, M. Kuroda &amp; K. Motohashi (Eds.), Productivity in Asia (pp. 215–238). Edward Elgar Publishing, Inc. doi: 10.4337/9781847208743.00015</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Kendrick, J. W. (1961). Productivity Trends in the United States. Princeton: Princeton University Press.</mixed-citation><mixed-citation xml:lang="en">Myasnikov, A. A. (2018). Analysis of the Determinants of Total Factor Productivity in Russian Regions. Economy of the Region, 14(4), 1168–1180. (In Russ.). doi: 10.17059/2018-4-9</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Lambert, J. (2016). Productivity is everything. GAM Insights. Dublin: GAM Investments.</mixed-citation><mixed-citation xml:lang="en">Qiu, Y., Han, W., &amp; Zeng, D., (2023). Impact of biased technological progress on the total factor productivity of China's manufacturing industry: The driver of sustainable economic growth. Journal of Cleaner Production, 409, 137269. doi: 10.1016/j.jclepro.2023.137269</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">Li, K.-W., &amp; Liu, T. (2011). Economic and productivity growth decomposition: An application to post-reform China. Economic Modelling, 28(1–2), 366–373. doi: 10.1016/j.econmod.2010.08.013</mixed-citation><mixed-citation xml:lang="en">Ren, R., &amp; Sun, L. (2007). Total factor productivity growth in Chinese industries, 1981–2000. In D. Jorgenson, M. Kuroda, &amp; K. Motohashi (Eds.), Productivity in Asia (pp. 76–112). Edward Elgar Publishing, Inc. doi: 10.4337/9781847208743.00011</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Liu, H., &amp; Tsai, H. (2021). A stochastic frontier approach to assessing Total Factor Productivity change in China’s starrated hotel industry. Journal of Hospitality &amp; Tourism Research, 45(1), 1–24. doi: 10.1177/1096348020946363</mixed-citation><mixed-citation xml:lang="en">Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98, 71–102. doi: 10.1086/261725</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Mankiw, G., Romer, D., &amp; Weil, D. (1992). A contribution to the empirics of economic growth. Quarterly Journal of Economics, 107(2), 407–437. doi: 10.2307/2118477</mixed-citation><mixed-citation xml:lang="en">Rymes, T. K. (1983). More On The Measurement Of Total Factor Productivity, Review of Income and Wealth, International Association for Research in Income and Wealth, 29(3), 297–316. doi: 10.1111/j.1475-4991.1983.tb00646.x</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Motohashi, K. (2007). Assessing Japan’s industrial competitiveness by international productivity level: comparison with China, Korea, Taiwan and the United States. In D. Jorgenson, M. Kuroda &amp; K. Motohashi (Eds.), Productivity in Asia (pp. 215–238). Edward Elgar Publishing, Inc. doi: 10.4337/9781847208743.00015</mixed-citation><mixed-citation xml:lang="en">Schumpeter, J. A. (1934). The Theory of Economic Development. Harvard University Press, Cambridge.</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Qiu, Y., Han, W., &amp; Zeng, D., (2023). Impact of biased technological progress on the total factor productivity of China's manufacturing industry: The driver of sustainable economic growth. Journal of Cleaner Production, 409, 137269. doi: 10.1016/j.jclepro.2023.137269</mixed-citation><mixed-citation xml:lang="en">Sharif, N., Kevin, C., Mansoor, A., &amp; Sinha, K. B. (2021). A comparative analysis of research and development spending and total factor productivity growth in Hong Kong, Shenzhen, Singapore. Structural Change and Economic Dynamics, 57, 108–120. doi: 10.1016/j.strueco.2021.02.004</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Ren, R., &amp; Sun, L. (2007). Total factor productivity growth in Chinese industries, 1981–2000. In D. Jorgenson, M. Kuroda, &amp; K. Motohashi (Eds.), Productivity in Asia (pp. 76–112). Edward Elgar Publishing, Inc. doi: 10.4337/9781847208743.00011</mixed-citation><mixed-citation xml:lang="en">Shi, C., Jie, C., Shi, F., &amp; Wen, Y. (2017). Estimation of the technical efficiency and the decomposition of TFP of Chinese forestry: Basing on sfa-Malmquist method. Scientia Silvae Sinicae, 53(12), 126–135.</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98, 71–102. doi: 10.1086/261725</mixed-citation><mixed-citation xml:lang="en">Siddique, O. (2022). Total Factor Productivity and Economic Growth in Pakistan: A Five-Decade Overview. The Pakistan Development Review, 61(4), 583–601. doi: 10.30541/v61i4pp.583-602</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Rymes, T. K. (1983). More On The Measurement Of Total Factor Productivity, Review of Income and Wealth. International Association for Research in Income and Wealth, 29(3), 297–316. doi: /10.1111/j.1475-4991.1983.tb00646.x</mixed-citation><mixed-citation xml:lang="en">Sobolevskaya, T. G. (2019). Dynamics of total factor productivity in the economy of Russia. Region: Systems, Economy, Management, 4(7), 35–38. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Schumpeter, J. A. (1934). The Theory of Economic Development. Harvard University Press, Cambridge.</mixed-citation><mixed-citation xml:lang="en">Antonelli C., &amp; Amidei, F. B. (2011). A model of localized technological change cum pecuniary knowledge externalities. In The Dynamics of Knowledge Externalities (pp. 51–71). Edward Elgar Publishing Limited. doi: 10.4337/9780857930828.00012</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">Sharif, N., Kevin, C., Mansoor, A., &amp; Sinha, K. B. (2021). A comparative analysis of research and development spending and total factor productivity growth in Hong Kong, Shenzhen, Singapore. Structural Change and Economic Dynamics, 57, 108–120. doi: 10.1016/j.strueco.2021.02.004</mixed-citation><mixed-citation xml:lang="en">Solow, R. (1956). A contribution to the theory of economic growth. Quarterly Journal of Economics, 106(2), 327–368. doi: 10.2307/1884513</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">Shi, C., Jie, C., Shi, F., &amp; Wen, Y. (2017). Estimation of the technical efficiency and the decomposition of TFP of Chinese forestry: Basing on sfa-Malmquist method. Scientia Silvae Sinicae, 53(12), 126–135.</mixed-citation><mixed-citation xml:lang="en">Solow, R. M. (1957). Technical change and the aggregate production function. The Review of Economics and Statistics, 39(3), 312–320. doi: 10.2307/1926047</mixed-citation></citation-alternatives></ref><ref id="cit43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">Siddique, O. (2022). Total Factor Productivity and Economic Growth in Pakistan: A Five-Decade Overview. The Pakistan Development Review, 61(4), 583–601. doi: 10.30541/v61i4pp.583-602</mixed-citation><mixed-citation xml:lang="en">Timmer, M. P., &amp; Voskoboynikov, I. B. (2014). Is Mining Fuelling Long-Run Growth in Russia? Industry Productivity Growth Trends since 1995. Review of Income and Wealth, 60(S2), S398–S422. doi: 10.1111/roiw.12132</mixed-citation></citation-alternatives></ref><ref id="cit44"><label>44</label><citation-alternatives><mixed-citation xml:lang="ru">Solow, R. (1956). A contribution to the theory of economic growth. Quarterly Journal of Economics, 106(2), 327–368. doi: 10.2307/1884513</mixed-citation><mixed-citation xml:lang="en">Voskoboinikov, I. B. (2003). Estimating the total factor productivity of the Russian economy in 1961–2001 with the correction of capital assets dynamics. Preprint WP2/2003/03. Moscow: HSE. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit45"><label>45</label><citation-alternatives><mixed-citation xml:lang="ru">Solow, R. M. (1957). Technical change and the aggregate production function. The Review of Economics and Statistics, 39(3), 312–320. doi: 10.2307/1926047</mixed-citation><mixed-citation xml:lang="en">Voskoboinikov, I. B., Baranov, E. F., Bobyleva, K. V. et al. (2020b). Sources of labor productivity growth after 1998 and 2008 shocks in Russia in the context of the prospects for economy recovery after the COVID-19 crisis : report to the XXI April International scientific conference on the issues of economy and society development. Moscow: Publishing House of the Higher School of Economics. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit46"><label>46</label><citation-alternatives><mixed-citation xml:lang="ru">Timmer, M. P., &amp; Voskoboynikov, I. B. (2014). Is Mining Fuelling Long-Run Growth in Russia? Industry Productivity Growth Trends since 1995. Review of Income and Wealth, 60(S2), S398–S422. doi: 10.1111/roiw.12132</mixed-citation><mixed-citation xml:lang="en">Voskoboinikov, I. B., Baranov, E. F., Bobyleva, K. V., Kapelyushnikov, R. I., Piontkovsky, D. I., Roskin, A. A., Tolokonnikov, A. E. (2020a). Post-shock growth of the Russian economy. Experience of the 1998 and 2008 crises and a glance into the future. Preprint WP3/2020/06. Moscow: Publishing House of the Higher School of Economics, Series WP3 "Problems of the Labor Market". (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit47"><label>47</label><citation-alternatives><mixed-citation xml:lang="ru">Wang, Y., Ye, G., &amp; Zhang, Y., (2020). Is the Chinese construction industry moving towards a knowledge and technology-intensive industry? Journal of Cleaner Production, 259, 120964. doi: 10.1016/j.jclepro.2020.120964</mixed-citation><mixed-citation xml:lang="en">Wang, Y., Ye, G., &amp; Zhang, Y., (2020). Is the Chinese construction industry moving towards a knowledge and technology-intensive industry? Journal of Cleaner Production, 259, 120964. doi: 10.1016/j.jclepro.2020.120964</mixed-citation></citation-alternatives></ref><ref id="cit48"><label>48</label><citation-alternatives><mixed-citation xml:lang="ru">Worku, Urgaia R. (2024). Factor productivity nexus economic growth in Sub-Saharan Africa: Symmetric and asymmetric panel approaches. World Development Sustainability, 5, 100169. doi: 10.1016/j.wds.2024.100169</mixed-citation><mixed-citation xml:lang="en">Worku, Urgaia R. (2024). Factor productivity nexus economic growth in Sub-Saharan Africa: Symmetric and asymmetric panel approaches. World Development Sustainability, 5, 100169. doi: 10.1016/j.wds.2024.100169</mixed-citation></citation-alternatives></ref><ref id="cit49"><label>49</label><citation-alternatives><mixed-citation xml:lang="ru">Yalçınkaya, N. (2017). The impact of total factor productivity on economic growth for development and emerging countries: A second-generation panel data analysis. The Journal of Applied Economic Research, 11(4), 404–417. doi: 10.1177/0973801017722266</mixed-citation><mixed-citation xml:lang="en">Yalçınkaya, N. (2017). The impact of total factor productivity on economic growth for development and emerging countries: A second-generation panel data analysis. The Journal of Applied Economic Research, 11(4), 404–417. doi: 10.1177/0973801017722266</mixed-citation></citation-alternatives></ref><ref id="cit50"><label>50</label><citation-alternatives><mixed-citation xml:lang="ru">Zhou, Y., &amp; Tyers, R. (2019). Automation and inequality in China. China Economic Review, 58, 101202. doi: 10.1016/j.chieco.2018.07.008</mixed-citation><mixed-citation xml:lang="en">Zhou, Y., &amp; Tyers, R. (2019). Automation and inequality in China. China Economic Review, 58, 101202. doi: 10.1016/j.chieco.2018.07.008</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>
