In the section Articles
Title of the article Innovation As a Factor of Changing the Productivity of Enterprises: Measurement and Interpretation Issues
Pages 93-127
Author Yegor Leonidovich Domnich
Candidate of Sciences (Economics), Senior Research Fellow
Economic Research Institute FEB RAS
Tikhookeanskaya Street, 153, Khabarovsk, 680042, Russian Federation
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ORCID: 0000-0002-1379-8053
Abstract The purpose of this аrticle is to present the current state of empirical research in the field of assessing the impact of innovations on enterprise productivity, detailing the problems of statistical measurement of innovations and meaningful interpretation of accumulated results. To study a sample of scientific papers devoted to the quantitative analysis of the impact of innovations on productivity, the methods of multifactorial systematization, critical analysis, content analysis and synthetic generalization were used. The problems of statistical measurement and consistent interpretation are analyzed in the context of four levels: innovation as an economic phenomenon; innovation as a factor of productivity change in the economy of a particular country; innovation as a factor of comparative economic dynamics in the global scale and innovation as a factor of industrial development in Russia. Conclusions and Relevance. In the modern economy, innovations are an independent factor of production, different from scientific research, patented inventions, material and technical base and other factors. The impact of innovations is often insignificant against the background of other factors and (or) negative. Microeconomic studies carried out on the basis of the results of surveys of enterprises are strongly limited in terms of regional, sectoral and intertemporal coverage of the economy. The dominance of the subjective approach to measuring innovation and the CDM model to assess the relationship between innovation and productivity leads to the accumulation of less informative results. The analytical potential of mainstream approaches to the problem of assessing the impact of innovations on productivity is wearing out and it will not be possible to compensate for their weaknesses without losing comparability in the near future
Code 330.3+311.3+332.1+338.23
JEL B29, D24, O32, O38
DOI https://dx.doi.org/10.14530/se.2022.4.093-127
Keywords technological innovations ♦ innovation statistics ♦ productivity
Download SE.2022.4.093-127.Domnich.pdf
For citation Domnich Y.L. Innovation As a Factor of Changing the Productivity of Enterprises: Measurement and Interpretation Issues. Prostranstvennaya Ekonomika = Spatial Economics, 2022, vol. 18, no. 3, pp. 93–127. https://dx.doi.org/10.14530/se.2022.4.093-127 (In Russian)
References 1. Aboal D., Garda P. Technological and Non-Technological Innovation and Productivity in Services Vis-A-Vis Manufacturing Sectors. Economics of Innovation and New Technology, 2015, vol. 25, issue 5, pp. 435–454. https://doi.org/10.1080/10438599.2015.1073478
2. Acemoglu D., Dell M. Productivity Differences between and Within Countries. American Economic Journal of Macroeconomics, 2010, vol. 2, no. 1, pp. 169–188. https://doi.org/10.1257/mac.2.1.169
3. Acosta M., Coronado D., Romero C. Linking Public Support, R&D, Innovation and Productivity: New Evidence from the Spanish Food Industry. Food Policy, 2015, vol. 57, pp. 50–61. https://doi.org/10.1016/j.foodpol.2015.09.005
4. Acs Z., Audretsch D. Innovation and Small Firms. Cambridge: MIT Press, 1991, 220 p.
5. Alvarez R., Bravo-Ortega C., Zahler A. Innovation and Productivity in Services: Evidence from Chile. Emerging Markets and Finance Trade, 2015, vol. 51, issue 3, pp. 593–611. https://doi.org/10.1080/1540496X.2015.1026696
6. Alvarez R., Crespi G.A. Heterogeneous Effects of Financial Constraints on Innovation: Evidence from Chile. Science and Public Policy, 2015, vol. 42, issue 5, pp. 711–724. https://doi.org/10.1093/scipol/scu091
7. Archibugi D., Pianta M. Measuring Technological Change Through Patents and Innovation Surveys. Technovation, 1996, vol. 16, issue 9, pp. 451–468. https://doi.org/10.1016/0166-4972(96)00031-4
8. Arvanitis S. Innovation and Labour Productivity in the Swiss Manufacturing Sector: An Analysis Based on Firm Panel Data. KOF Swiss Economic Institute (ETHZ). Working Paper. No. 149, 2006, 34 p. https://doi.org/10.2139/ssrn.949408
9. Aw B.Y., Roberts M.J., Xu D.Y. R&D Investment, Exporting, and Productivity Dynamics. American Economic Review, 2011, vol. 101, no. 4, pp. 1312–1344. https://doi.org/10.1257/aer.101.4.1312
10. Ballot G., Fakhfakh F., Galia F., Salter A. The Fateful Triangle: Complementarities in Performance Between Product, Process and Organizational Innovation in France and in the UK. Research Policy, 2015, vol. 44, issue 1, pp. 217–232. https://doi.org/10.1016/j.respol.2014.07.003
11. Baum C.F., Loof H., Nabavi P., Stephan A. A New Approach to Estimation of the R&D-Innovation-Productivity Relationship. Economics and Innovation and New Technology, 2017, vol. 26, issue 1–2, pp. 121–133. https://doi.org/10.1080/10438599.2016.1202515
12. Baumann J., Kritikos A.S. The Link between R&D, Innovation and Productivity: Are Micro Firms Different? Research Policy, 2016, vol. 45, issue 6, pp. 1263–1274. https://doi.org/10.1016/j.respol.2016.03.008
13. Becheikh N., Landry R., Amara N. Lessons from Innovation Empirical Studies in the Manufacturing Sector: A Systematic Review of the Literature from 1993–2003. Technovation, 2006, vol. 26, issue 5–6, pp. 644–664. https://doi.org/10.1016/j.technovation.2005.06.016
14. Benavente J.M. The Role of Research and Innovation in Promoting Productivity in Chile. Economics of Innovation & New Technology, 2006, vol. 15, issue 4–5, pp. 301–315. https://doi.org/10.1080/10438590500512794
15. Blanco L.R., Gu J., Prieger J.E. The Impact of Research and Development on Economic Growth and Productivity in the U. S. States. Southern Economic Journal, 2016, vol. 82, issue 3, pp. 914–934. https://doi.org/10.1002/soej.12107
16. Cainelli G., Evangelista R., Savona M. Innovation and Economic Performance in Services: A Firm-Level Analysis. Cambridge Journal of Economics, 2006, vol. 30, issue 3, pp. 435–458. https://doi.org/10.1093/cje/bei067
17. Carvalho L., Avellar A. Innovation and Productivity: Empirical Evidence for Brazilian Industrial Enterprises. Revista de Administracao, 2017, vol. 52, issue 2, pp. 134–147. https://doi.org/10.1016/j.rausp.2016.12.009
18. Castellani D., Zanfei A. Internationalisation, Innovation and Productivity: How Do Firms Differ in Italy? The World Economy, 2007, vol. 30, issue 1, pp. 156–176. https://doi.org/10.1111/j.1467-9701.2007.00875.x
19. Chudnovsky D., Lopez A., Pupato G. Innovation and Productivity in Developing Countries: A Study of Argentine Manufacturing Firms Behavior (1992–2001). Research Policy, 2006, vol. 35, issue 2, pp. 266–288. https://doi.org/10.1016/j.respol.2005.10.002
20. Cirera X., Muzi S. Measuring Firm-Level Innovation Using Short Questionnaires: Evidence from an Experiment. Policy Research. Working Paper. No. 7696, 2016, 43 p. Available at: https://www.oecd.org/sti/044%20-%20WPS7696.pdf (accessed May 2022).
21. Coombs R., Narandren P., Richards A. A Literature-Based Innovation Output Indicator. Research Policy. 1996, vol. 25, issue 3, pp. 403–413. https://doi.org/10.1016/0048-7333(95)00842-X
22. Crepon B., Duguet E., Mairesse J. Research, Innovation and Productivity: An Econometric Analysis at the Firm Level. Economics of Innovation and New Technology, 1998, vol. 7, issue 2, pp. 115–158. https://doi.org/10.1080/10438599800000031
23. Crespi F., Pianta M. Diversity in Innovation and Productivity in Europe. Journal of Evolutionary Economics, 2008, vol. 18, pp. 529–545. https://doi.org/10.1007/s00191-008-0101-0
24. Crespi G., Zuniga P. Innovation and Productivity: Evidence from Six Latin American Countries. World Development, 2012, vol. 40, issue 2, pp. 273–290. https://doi.org/10.1016/j.worlddev.2011.07.010
25. Criscuolo C. Innovation and Productivity: Estimating the Core Model across 18 Countries. Innovation in Firms: A Microeconomic Perspective. Paris: OECD Publishing, 2009, pp. 111–138. https://doi.org/10.1787/9789264056213-5-en
26. Crowley F., McCann P. Firm Innovation and Productivity in Europe: Evidence from Innovation-Driven and Transition-Driven Economies. Applied Economics, 2018, vol. 50, issue 11, pp. 1203–1221. https://doi.org/10.1080/00036846.2017.1355543
27. De Loecker J. Product Differentiation, Multiproduct Firms, and Estimating the Impact of Trade Liberalization on Productivity. Econometrica, 2011, vol. 79, issue 5, pp. 1407–1451. https://doi.org/10.3982/ECTA7617
28. Doran J., O’Leary E. External Interaction, Innovation and Productivity: An Application of the Innovation Value Chain to Ireland. Spatial Economic Analysis, 2011, vol. 6, issue 2, pp. 199–222. https://doi.org/10.1080/17421772.2011.557777
29. Edeh J.N., Acedo F.J. External Supports, Innovation Efforts and Productivity: Estimation of a CDM Model for Small Firms in Developing Countries. Technological Forecasting and Social Change, 2021, vol. 173. 121189. https://doi.org/10.1016/j.techfore.2021.121189
30. Exploring Firm-Level Innovation and Productivity in Developing Countries: The Perspective of Caribbean Small States. Edited by G. Crespi, S. Dohnert, A. Maffioli; Inter-American Development Bank, 2017, 148 p. http://dx.doi.org/10.18235/0000616
31. Fazl?oglu B., Dalg?c B., Yereli A. The Effect of Innovation on Productivity: Evidence from Turkish Manufacturing Firms. Industry and Innovation, 2019, vol. 26, issue 4, pp. 439–460. https://doi.org/10.1080/13662716.2018.1440196
32. Firm Innovation and Productivity in Latin America and the Caribbean: The Engine of Economic Development. Edited by M. Grazzi, C. Pietrobelli; Inter-American Development Bank, 2016, 346 p. https://doi.org/10.1057/978-1-349-58151-1
33. Flor M.L., Oltra M.J. Identification of Innovating Firms Through Technological Innovation Indicators: An Application to the Spanish Ceramic Tile Industry. Research Policy, 2004, vol. 33, issue 2, pp. 323–336. https://doi.org/10.1016/j.respol.2003.09.009
34. Fu X., Mohnen P., Zanello G. Innovation and Productivity in Formal and Informal Firms in Ghana. Technological Forecasting and Social Change, 2018, no. 131, pp. 315–325. https://doi.org/10.1016/j.techfore.2017.08.009
35. Gallego J.M., Gutierrez L.H., Taborda R. Innovation and Productivity in the Colombian Service and Manufacturing Industries. Emerging Markets Finance and Trade, 2015, vol. 51, issue 3, pp. 612–634. https://doi.org/10.1080/1540496X.2015.1026698
36. Garcia-Pozo A., Marchante-Mera A.J., Campos-Soria J.A. Innovation, Environment, and Productivity in the Spanish Service Sector: An Implementation of A CDM Structural Model. Journal of Cleaner Production, 2018, vol. 171, pp. 1049–1057. https://doi.org/10.1016/j.jclepro.2017.10.087
37. Goedhuys M. The Impact of Innovation Activities on Productivity and Firm Growth: Evidence from Brazil. UNU-MERIT. Working Paper Series. No. 2007-002, 2007, 33 p. Available at: https://www.researchgate.net/publication/4778481_The_impact_of_innovation _activities_on_productivity_and_firm_growth_evidence_from_Brazil (accessed May 2022).
38. Goedhuys M., Veugelers R. Innovation Strategies, Process and Product Innovations and Growth: Firm-level Evidence from Brazil. Structural Change and Economic Dynamics, 2012, vol. 23, issue 4, pp. 516–529. https://doi.org/10.1016/j.strueco.2011.01.004
39. Griffith R., Huergo E., Mairesse J., Peters B. Innovation and Productivity across Four European Countries. Oxford Review of Economic Policy, 2006, vol. 22, issue 4, pp. 483–498. https://doi.org/10.1093/oxrep/grj028
40. Hall B.H. Innovation and Productivity. NBER. Working Paper. No. 17178, 2011, 34 p. Available at: https://www.researchgate.net/publication/228217481_Innovation_and_Productivity (accessed May 2022).
41. Hall B.H., Jaffe A.B. Measuring Science, Technology, and Innovation: A Review. Annals of Science and Technology Policy, 2018, vol. 2, no. 1, pp 1–74. http://dx.doi.org/10.1561/110.00000005
42. Hall B.H., Lotti F., Mairesse J. Innovation and Productivity in SMEs: Empirical Evidence for Italy. Small Business Economics, 2009, vol. 33, pp. 13–33. https://doi.org/10.1007/s11187-009-9184-8
43. Hammar N., Belarbi Y. R&D, Innovation and Productivity Relationships: Evidence from Threshold Panel Model. International Journal of Innovation Studies, 2021, vol. 5, issue 3, pp. 113–126. https://doi.org/10.1016/j.ijis.2021.06.002
44. Hashi I., Stojcic N. The Impact of Innovation Activities on Firm Performance Using a Multi-Stage Model: Evidence from the Community Innovation Survey 4. Research Policy, 2013, vol. 42, issue 2, pp. 353–366. https://doi.org/10.1016/j.respol.2012.09.011
45. Hegde D., Shapira P. Knowledge, Technology Trajectories, and Innovation in a Developing Country Context: Evidence from a Survey of Malaysian Firms. International Journal of Technology Management, 2007, vol. 40, no. 4, pp. 349–370. https://doi.org/10.1504/ijtm.2007.015757
46. Hu A.G., Jefferson G.H., Jinchang Q. R&D and Technology Transfer: Firm-Level Evidence from Chinese Industry. The Review of Economics and Statistics, 2005, vol. 87, issue 4, pp. 780–786. https://doi.org/10.1162/003465305775098143
47. Huergo E., Jaumandreu J. Firms? Age, Process Innovation and Productivity Growth. International Journal of Industrial Organization, 2004, vol. 22, issue 4, pp. 541–559. https://doi.org/10.1016/j.ijindorg.2003.12.002
48. Janz N., Loof H., Peters B. Innovation and Productivity in German and Swedish Manufacturing Firms: Is There a Common Story? Problems and Perspectives in Management, 2004, no. 2, pp. 184–204.
49. Jaumandreu J., Mairesse J. Disentangling the Effects of Product and Process Innovation on Cost and Demand. Economics of Innovation and New Technology, 2017, vol. 26, issue 1–2, pp. 150–167. https://doi.org/10.1080/10438599.2016.1205276
50. Jefferson G., Bai H., Guan X., Yu X. R&D Performance in Chinese Industry. Economics of Innovation and New Technology, 2006, vol. 15, issue 4–5, pp. 345–366. https://doi.org/10.1080/10438590500512851
51. Kaneva M.A., Untura G.A. Evolution of Theories and Empirical Models of a Relationship between Economic Growth, Science and Innovations (Part I). Mir Ekonomiki i Upravle-niya = World of Economics and Management, 2017, vol. 17, no. 4, pp. 5–21. https://doi.org/10.25205/2542-0429-2017-17-4-5-21 (In Russian).
52. Kaneva M.A., Untura G.A. Evolution of Theories and Empirical Models of a Relationship between Economic Growth, Science and Innovations (Part II). Mir Ekonomiki i Upravle-niya = World of Economics and Management, 2018, vol. 18, no. 1, pp. 5–17. https://doi.org/10.25205/2542-0429-2018-18-1-5-17 (In Russian).
53. Kleinknecht A., van Montfort K., Brouwer E. The Non-Trivial Choice between Innovation Indicators. Economics of Innovation and New Technology, 2002, vol. 11, issue 2, pp. 109–121. https://doi.org/10.1080/10438590210899
54. Kolluru S., Mukhopadhaya P. Empirical Studies on Innovation Performance in the Manufacturing and Service Sectors Since 1995: A Systematic Review. Economic Papers, 2017, vol. 36, issue 2, pp. 223–248. https://doi.org/10.1111/1759-3441.12167
55. Lee K., Kang S.-M. Innovation Types and Productivity Growth: Evidence from Korean Manufacturing Firms. Global Economy Review, 2007, vol. 36, issue 4, pp. 343–359. https://doi.org/10.1080/12265080701694512
56. Lin C.L., Lin H.L., Lin E.S. Is There a Complementarity Relationship between Product and Process Innovation on Productivity in Taiwanese Manufacturing Firms? Hitotsubashi Journal of Economics, 2016, no. 57, pp.139–173.
57. Loof H., Heshmati A., Apslund R., Naas S. Innovation and Performance in Manufacturing Industries: A Comparison of the Nordic Countries. SSE/EFI. Working Paper Series in Economics and Finance. No. 457, 2001, 38 p. Available at: https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.200.2832&rep=rep1&type=pdf (accessed April 2022).
58. Mairesse J., Mohnen P., Kremp E. The Importance of R&D and Innovation for Productivity: A Reexamination in Light of the French Innovation Survey. Annales D’Economie et de Statistique, 2005, no. 79/80, pp. 487–527. https://doi.org/10.2307/20777586
59. Mairesse J., Mohnen P., Zhao Y., Zhen F. Globalisation, Innovation and Productivity in Manufacturing Firms: A Study of Four Sectors of China. ERIA. Discussion Paper Series. No. 2012-10, 2012, 34 p. Available at: https://www.eria.org/ERIA-DP-2012-10.pdf (accessed May 2022).
60. Mairesse J., Robin S. Innovation and Productivity in France: A Firm-Level Analysis for Manufacturing and Services (1998–2000 and 2002–2004). Symposium on Innovation at Firm Level. Faculty of Economics and Management, University of Barcelona, Spain, 1 July, 2008.
61. Mansfield E. How Rapidly Does New Industrial Technology Leak Out? The Journal of Industrial Economics, 1985, vol. 34, no. 2, pp. 217–223. https://doi.org/10.2307/2098683
62. Mariev O., Nagieva K., Pushkarev A., Davidson N., Sohag K. Effects of R&D Spending on Productivity of the Russian Firms: Does Technological Intensity Matter? Empirical Economics, 2021, vol. 62, pp. 2619–2643. https://doi.org/10.1007/s00181-021-02095-3
63. Martin L., Nguyen-Thi T.U. The Relationship between Innovation and Productivity Based on R&D and ICT Use: An Empirical Analysis of Firms in Luxembourg. Revue Economique, 2015, vol. 66, issue 6, pp. 1105–1130. https://doi.org/10.3917/reco.pr2.0048
64. Masso J., Vahter P. Technological Innovation and Productivity in Late-Transition Estonia: Econometric Evidence from Innovation Surveys. The European Journal of Development Research, 2008, vol. 20, issue 2, pp. 240–261. https://doi.org/10.1080/09578810802060751
65. Michie J. Introduction. The Internationalisation of the Innovation Process. International Journal of the Economics of Business, 1998, vol. 5, issue 3, pp. 261–277. https://doi.org/10.1080/13571519884387
66. Mohnen P., Hall B. Innovation and Productivity: An Update. Eurasian Business Review, 2013, vol. 3, issue 1, pp. 47–65. https://doi.org/10.14208/BF03353817
67. Morris D. Innovation and Productivity among Heterogeneous Firms. Research Policy, 2018, vol. 47, issue 10, pp. 1918–1932. https://doi.org/10.1016/j.respol.2018.07.003
68. Musolesi A., Huiban J.P. Innovation and Productivity in Knowledge Intensive Business Services. Journal of Productivity Analysis, 2010, vol. 34, pp. 63–81. https://doi.org/10.1007/s11123-009-0163-5
69. Nicolau J.L., Santa-Maria M.J. Battle Royal in Biotechnology: R&D Vs Product Vs Process Innovations. Technology Analysis & Strategic Management, 2015, vol. 27, issue 5, pp. 503–513. https://doi.org/10.1080/09537325.2015.1012056
70. Oslo Manual: Guidelines for Collecting and Interpreting Innovation Data, 3rd. Edition. OECD. 2005, 164 p.
71. Parisi M.L., Schiantarelli F., Sembenelli A. Productivity, Innovation and R&D: Micro Evidence for Italy. European Economic Review, 2006, vol. 50, issue 8, pp. 2037–2061. https://doi.org/10.1016/j.euroecorev.2005.08.002
72. Peters B. Persistence of Innovation: Stylized Facts and Panel Data Evidence. The Journal of Technology Transfer, 2009, vol. 34, pp. 226–243. https://doi.org/10.1007/s10961-007-9072-9
73. Peters B., Riley R., Siedschlag I., Vahter P., McQuinn J. Internationalisation, Innovation and Productivity in Services: Evidence from Germany, Ireland and the United Kingdom. Review of World Economy, 2018, vol. 154, pp. 585–615. https://doi.org/10.1007/s10290-018-0313-9
74. Peters B., Roberts M., van Vuong A., Fryges H. Estimating Dynamic R&D Demand: An Analysis of Costs and Long-Run Benefits. The RAND Journal of Economics, 2017, vol. 48, issue 2, pp. 409–437. https://doi.org/10.1111/1756-2171.12181
75. Raffo J., Lhuillery S., Miotti L. Northern and Southern Innovativity: A Comparison across European and Latin American Countries. The European Journal of Development Research, 2008, vol. 20, pp. 219–239. https://doi.org/10.1080/09578810802060777
76. Ramadani V., Hisrich R., Abazi-Alili H., Dana L.-P., Panthi L., Abazi-Bexheti L. Product Innovation and Firm Performance in Transition Economies: A Multistage Estimation Approach. Technological Forecasting and Social Change, 2018, vol. 140, pp. 271–280. https://doi.org/10.1016/j.techfore.2018.12.010
77. Raymond W., Mairesse J., Mohnen P., Palm F. Dynamic Models of R&D, Innovation and Productivity: Panel Data Evidence for Dutch and French Manufacturing. European Economic Review, 2015, vol. 78, pp. 285–306. https://doi.org/10.1016/j.euroecorev.2015.06.002
78. Raymond W., Mohnen P., Palm F., Schim S., van der Loeff. Persistence of Innovation in Dutch Manufacturing: Is it Spurious? The Review of Economics and Statistic, 2010, vol. 92, issue 3, pp. 495–504. https://doi.org/10.1162/REST_a_00004
79. Rebyazina V.A., Kushch S.P., Krasnikova A.V., Smirnova M.M. Innovative Activity of Russian Companies: Results of an Empirical Study. Rossyyskiy Zhurnal Menedzhmenta = Russian Management Journal, 2011, vol. 9, no. 3, pp. 29–54. (In Russian).
80. Reichstein T., Salter A. Investigating the Sources of Process Innovation Among UK Manufacturing Firms. Industry Corporation Change, 2006, vol. 15, issue 4, pp. 653–682. https://doi.org/10.1093/icc/dtl014
81. Rochina-Barrachina M.E., Manez J.A., Sanchis-Llopis J.A. Process Innovations and Firm Productivity Growth. Small Business Economy, 2010, vol. 34, pp. 147–166. https://doi.org/10.1007/s11187-008-9110-5
82. Roper S., Du J., Love J.H. Modelling the Innovation Value Chain. Research Policy, 2008, vol. 37, issue 6–7, pp. 961–977. https://doi.org/10.1016/j.respol.2008.04.005
83. Roud V. Firm-Level Research on Innovation and Productivity: Russian Experience, 2007, 10 p. Available at: https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.596.8971&rep=rep1&type=pdf (accessed April 2022).
84. Santi C., Santoleri P. Exploring the Link between Innovation and Growth in Chilean Firms. Small Business Economics, 2017, vol. 49, pp. 445–467. https://doi.org/10.1007/s11187-016-9836-4
85. Sapprasert K., Clausen T. Organizational Innovation and Its Effects. Industrial and Corporate Change, 2012, vol. 21, issue 5, pp. 1283–1305. https://doi.org/10.1093/icc/dts023
86. Schmidt T., Rammer C. Non-Technological and Technological Innovation: Strange Bedfellows? ZEW. Discussion Paper. No. 07-052, 2007, 47 p. Available at: https://madoc.bib.uni-mannheim.de/1624/1/dp07052.pdf (Date обращения: апрель 2022).
87. Segarra-Blasco A. Innovation and Productivity in Manufacturing and Service Firms in Catalonia: A Regional Approach. Economics of Innovation and New Technology, 2010, vol. 19, issue 3, pp. 233–258. https://doi.org/10.1080/10438590802469594
88. Siedschlag I., Zhang X., Cahill B. The Effects of the Internationalization of Firms on Innovation and Productivity. ESRI. Working Paper. No. 363, 2010, 56 p. Available at: https://www.esri.ie/system/files?file=media/file-uploads/2015-07/WP363.pdf (accessed May 2022).
89. Tello M. Innovation and Productivity in Services and Manufacturing Firms: The Case of Peru. CEPAL Review, 2017, no.121, pp. 69–86. https://doi.org/10.18356/A4C7EEA5-EN
90. Teplykh G. Analysis of the Innovation Activities of Firms Using the CDM Approach. Problems of Economic Transition, 2016, vol. 58, issue 5, pp. 443–462. https://doi.org/10.1080/10611991.2016.1225449
91. Teplykh G.V. Innovations and Productivity: The Shift during the 2008 Crisis. Industry and Innovation, 2018, vol. 25, issue 1, pp. 53–83. https://doi.org/10.1080/13662716.2017.1286461
92. Tether B.S. Do Services Innovate (Differently)? Insights from the European Innobarometer Survey. Industry and Innovation, 2005, vol. 12, issue 2, pp. 153–184. https://doi.org/10.1080/13662710500087891
93. Tether B.S. Small and Large Firms: Sources of Unequal Innovations? Research Policy, 1998, vol. 27, issue 7, pp. 725–745. https://doi.org/10.1016/S0048-7333(98)00079-1
94. Trachuk A.V., Linder N.V. Innovations and Productivity of the Russian Industrial Companies. Innovatsii = Innovations, 2017, no. 4, pp. 53–65. (In Russian).
95. Vakhitova G., Pavlenko T. Innovation and Productivity: A Firm Level Study of Ukrainian Manufacturing Sector. KEI. Discussion Paper Series. No. 27, 2010, 30 p. Available at: http://repec.kse.org.ua/pdf/KSE_dp27.pdf (accessed June 2022).
96. Wadho W., Chaudhry A. Innovation and Firm Performance in Developing Countries: The Case of Pakistani Textile and Apparel Manufacturers. Research Policy, 2018, vol. 47, issue 7, pp. 1283–1294. https://doi.org/10.1016/j.respol.2018.04.007
97. Yanik A.A. Measuring the Sciences Contribution to Socioeconomic Development: Russian Approaches in the Global Space of Ideas. MIR (Modernizatsiya. Innovatsii. Razvitie) = MIR (Modernization. Innovation. Research), 2021, vol. 12, no. 3, pp. 222–253. 10.18184/2079-4665.2021.12.3.222-253 (In Russian).
98. Zahler A., Iacovone L., Mattoo A. Trade and Innovation in Services: Evidence from a Developing Economy. The World Economy, 2014, vol. 37, issue 7, pp. 953–979. https://doi.org/10.1111/twec.12117
Submitted 30.06.2022
Approved after reviewing 08.07.2022
Accepted for publication 19.08.2022
Available online 26.12.2022

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