Warianty tytułu
Języki publikacji
Abstrakty
The model generalizes the classical concept of the world's technological frontier. The article is devoted to the theory of comparative analysis of the efficiency of national economies using the non-parametric method of data shell analysis (DEA). The proposed model summarizes the classical concept of the world's technological frontier. Algebraically, it is the solution to the well-known linear programming problem, which determines the countries that use the best combinations of capital and labour to produce a unit of output. Geometrically, it is the envelopment of the states of the studied countries in the plane of relative volumes of factors of production ("technological plane"). Authors add to this problem three other problems and the classical equation of nominal national income distribution between the factors of production. The first of these problems identifies countries that have the best combinations of real labour and capital prices. Analogously, the geometric solution to this problem authors defined the world economic frontier. It is the envelopment of the states of countries in the plane of real prices of production factors ("economic plane"). The other two frontiers consist of countries with the best combinations of parameters of the national function of product price distribution and product volume distributions between labour and capital. The economic frontier, built by the envelopment method of the price distribution function, can be depicted on the technological plane as an envelopment of the worst technological conditions. Similarly, the technological frontier, built by the envelopment method of product distribution functions, can be depicted on the economic plane as the shell of the worst economic conditions. Approbation of the model on data from 13 countries in 2017 revealed a geographical axis in the direction of "northwest-southeast" on the European continent. (original abstract)
Czasopismo
Rocznik
Tom
Numer
Strony
174-198
Opis fizyczny
Twórcy
autor
- Cherkasy State Technological University, Ukraine
autor
- Cherkasy State Technological University, Ukraine
Bibliografia
- Acemoglu, D., Aghion, P. & Zilibotti, F. (2006). Distance to frontier, selection, and economic growth. Journal of the European Economic Association, 4(1), 37-74. https://doi.org/10.1162/jeea.2006.4.1.37
- Acemoglu, D., Robinson, J. A. & Verdier, T. (2017). Asymmetric Growth and Institutions in an Interdependent World. Journal of Political Economy, 125(5), 1245-1305. http://dx.doi.org/10.1086/693038
- Alheet, A.F., Hamdan, Y., Al-Bazaiah, S.A. (2021). The impact of technology, entrepreneurship and consumer attitudes on firm performance Polish Journal of Management Studies, 23 (1), 23-44, doi:10.17512/pjms.2021.23.1.02
- Braun, M., Bustos, S. & Céspedes, L.F. (2021). Innovation Strategy and Economic Development. Center for Global Development, Working Paper 590. https://www.cgdev.org/publication/innovation-strategy-and-economic-development
- Cantner, U. & Hanusch, H. (1999). Heterogeneity and Evolutionary Change: Empirical Conception, Findings and Unresolved Issues. EconPapers, Discussion Paper Series, 190. https://vwl.wiwi.uni-augsburg.de/vwl/institut/paper/190.pdf
- Caselli, F. & Coleman II, W.J. (2000). The World Technology Frontier. NBER Working Paper Series. Working Paper 7904. https://www.nber.org/system/files/working_papers/w7904/w7904.pdf
- Caselli, F. & Coleman II, W. J. (2006). The World Technology Frontier. The American Economic Review, 96(3), 499-522. https://www.jstor.org/stable/30034059
- Charles, V. & Kumar, M. (eds) (2012). Data Envelopment Analysis and Its Applications to Management. Cambridge Scholars Publishing, 2012. 270 p.
- Cooper, W.W., Seiford, L.V. & Tone K. (2006). Introduction to Data Envelopment Analysis and its Uses. With DEA********Solver Software and References. Springer Science+Business Media, Inc, New York, 2006. 347 p.
- Cooper, W.W., Seiford, L.V. & Tone K. (2007). Data Envelopment Analysis. A Comprehensive Text with Models, Applications, References and DEA-Solver Software. Second Edition. Springer Science+Business Media, LLC, New York, 2007. 497 p.
- Cooper, W., Seiford, L., Zhu, J. (eds) (2011). Handbook on Data Envelopment Analysis. International Series in Operations Research & Management Science, vol 164. Springer, Boston, MA. Second Edition, 2011, 498 p.
- Emrouznejad, A. & Cabanda, E. (2013). Introduction to Data Envelopment Analysis and its applications. Іn: Osman et al. (Eds.) Handbook of Research on Strategic Performance Management and Measurement Using Data Envelopment Analysis, pp.235-255. IGI Global, USA. http://dx.doi.org/10.4018/978-1-4666-4474-8.ch004
- Emrouznejad, A., Banker, B., Ahn, H., Afsharian, M. (eds) (2016). Data Envelopment Analysis and its Applications. Proceedings of the 13th International Conference of DEA. (DEA2015). 187 p. http://dx.doi.org/10.13140/RG.2.1.4082.9202/2
- Florens, J.-P., Simar, L. (2005). Parametric approximations of nonparametric frontiers. Journal of Econometrics, 124(1), 91-116. https://doi.org/10.1016/j.jeconom.2004.02.012
- Florens, J.-P., Simar, L. Keilegom, I. V. (2014). Frontier estimation in nonparametric location-scale models. Journal of Econometrics, 178(3), 456-470. https://doi.org/10.1016/j.jeconom.2013.06.005
- Forstner, H. & Isaksson, A. (2002). Productivity, Technology, and Efficiency: an Analysis of the World Technology Frontier When Memory is Infinite. UNIDO, SIN Working Paper Series, 7.https://www.unido.org/sites/default/files/2006-10/sin_wps07_0.pdf
- FRED Economic Data. Countries. Retrieved from: https://fred.stlouisfed.org/categories/32264 (22.08.21).
- Growiec, J. (2008). Productivity differences across OECD countries, 1970-2000: the world technology frontier revisited. MPRA, 11605. https://doi.org/10.1111/j.1468-0084.2011.00686.x
- Growiec, J. (2012). The World Technology Frontier: What Can We Learn from the US States? Oxford Bulletin of Economics and Statistics, 74(6), 777-807. https://doi.org/10.1111/j.1468-0084.2011.00686.x
- Güvercin, D. (2020). Labour market flexibility, distance to frontier and human capital accumulation: evidence from developing countries. International Journal of Economic Policy in Emerging Economies,13(3), 209 - 224.https://ideas.repec.org/a/ids/ijepee/v13y2020i3p209-224.html
- Islam, M.R. (2010). Human Capital Composition, Proximity to Technology Frontier and Productivity Growth. Monash Economics Working Papers, Research Discussion Paper, RDP 23-10 https://www.monash.edu/__data/assets/pdf_file/0008/925433/human_capital_composition,_proximity_to_ technology_frontier_and_productivity_growth.pdf
- Keller, W. (2001). The geography and channels of diffusion at the world's technology frontier. ECONSTOR, HWWA Discussion Paper, 123. http://hdl.handle.net/10419/19428
- Klinger, B. & Lederman D. (2006). Diversification, Innovation, and Imitation inside the Global Technological Frontier. World Bank Policy Research Working Paper, 3872. http://hdl.handle.net/10986/8735
- Krüger, J.J. (2017). Revisiting the world technology frontier: a directional distance function approach. Journal of Economic Growth, 22, 67-95. https://doi.org/10.1007/s10887-016-9136-5
- Krüger, J.J. (2020). Long-run productivity trends: A global update with a global index. Review of Development Economics, 24(4), 1393-1412. https://doi.org/10.1111/rode.12699
- Kumar, S. & Singh, B. (2019). Barriers to the international diffusion of technological innovations. Economic Modelling, 82, 74 - 86. https://doi.org/10.1016/j.econmod.2019.08.015
- Lafuente, E., Acs, Z. J., Sanders, M. & Szerb L. (2020). The global technology frontier: productivity growth and the relevance of Kirznerian and Schumpeterian entrepreneurship. Small Business Economics, 55(1), 153-178.https://doi.org/10.1007/s11187-019-00140-1
- Ly Dai, H. & Thuy Hoan, N. T. (2018). International Capital Flows in Club of Convergence. HAL open science, hal-01935173v2. https://hal.archives-ouvertes.fr/hal-01935173/document
- Madsen, J.B. (2014). Human Capital and the World Technology Frontier. The Review of Economics and Statistics, 96(4), 676-692. https://doi.org/10.1162/REST_a_00381
- Mastromarco, C. & Simar, L. (2018). Globalization and productivity: A robust nonparametric world frontier analysis. Economic Modelling, 69, 134-149. https://doi.org/10.1016/j.econmod.2017.09.015
- Mastromarco, C. & Simar, L. (2021). Latent heterogeneity to evaluate the effect of human capital on world technology frontier. Journal of Productivity Analysis, 55(2), 71-89. https://doi.org/10.1007/s11123-021-00597-x
- Melitz, M. J. & Redding, S.J. (2021). Trade and Innovation. NBER working paper series, Working Paper 28945, DOI 10.3386/w28945. https://www.nber.org/papers/w28945
- OECD.Stat. 9A. Fixed assets by activity and by asset, ISIC rev4, 2019 archive. Retrieved from: https://stats.oecd.org/Index.aspx?datasetcode=SNA_TABLE9A_ARCHIVE (22.08.21).
- Özak, Ö. (2018). Distance to the pre-industrial technological frontier and economic development. Journal of Economic Growth, 23(2),175-221. https://doi.org/10.1007/s10887-018-9154-6
- Pettis, M. (2020). China's Economy Needs Institutional Reform Rather Than Additional Capital Deepening. Carnegie Endowment for International Peace, China Financial Markets. https://carnegieendowment.org/chinafinancialmarkets/82362
- Sickles, R.C. & Zelenyuk, V. (2019). Measurement of Productivity and Efficiency. Cambridge University Press, Cambridge, 2019. 634 p. https://doi.org/10.1017/9781139565981
- Siemiątkowski, P. (2017). The Influence of the Global Economic Crisis on the International Investment Position of European Union Member States. Torun International Studies, 1(9), 103-110. https://doi.org/10.12775/TIS.2016.009
- Stakanov, R., & Ukhova, A. (2020). Digitization and Robotization of the World Economy as a Key Determinant of the International Labor Market Transformation. Torun International Studies, 1(13), 93-104. https://doi.org/10.12775/TIS.2020.007
- UNdata. Table 4.1 Total Economy (S.1). Gross domestic product. Retrieved from:http://data.un.org/Data.aspx?q=Gross+domestic+product+&d=SNA&f=group_code:401;item_code:5 (22.08.21).
- UNdata. Table 4.1 Total Economy (S.1). Taxes less subsidies on products. Retrieved from: http://data.un.org/Data.aspx?q=Taxes+less+subsidies+on+products&d=SNA&f=group_code:401;item_code:87 (22.08.21).
- UNdata. Table 4.1 Total Economy (S.1). Compensation of employees. Retrieved from: http://data.un.org/Data.aspx?q=Compensation+of+employees&d=SNA&f=group_code:401;item_code:9 (22.08.21).
- UNdata. Table 4.1 Total Economy (S.1). Gross operating surplus. Retrieved from:http://data.un.org/Data.aspx?q=Gross+operating+surplus&d=SNA&f=group_code:401;item_code:16 (22.08.21).
- Vandenbussche, J., Aghion, P. & Meghir, C. (2006). Growth, distance to frontier and composition of human capital. Journal of Economic Growth, 11(2), 97-127. https://doi.org/10.1007/s10887-006-9002-y
- Yang, S., Lancheros, S. & Milner, C. (2021). Technological Catch-up to the National and Regional Frontier: Firm-level Evidence for India. The Journal of Development Studies, 57 (8), 1303-1320. https://doi.org/10.1080/00220388.2021.1881492
- Ye, Q., Wen, W. & Zhang, C. (2021). Theoretical and Empirical Analysis of the Influence of Technology Gap on Carbon Emission: The Case of China. Processes 9(11), 2013. https://doi.org/10.3390/pr9112013
- WITS. Top Exporters, Import Trade and Tariff by country and region 2017. Retrieved from: https://wits.worldbank.org/CountryProfile/en/Country/WLD/Year/2017/TradeFlow/Import/ (22.08.21).
- WITS. Top Importers, Export by country and region 2017. Retrieved from: https://wits.worldbank.org/CountryProfile/en/Country/WLD/Year/2017/TradeFlow/Export/ (22.08.21).
- World Bank Open Data. PPP conversion factor, GDP (LCU per international $). Details. Retrieved from: https://data.worldbank.org/indicator/PA.NUS.PPP (22.08.21).
- World Bank Open Data. Human Capital Index (HCI) (scale 0-1). Retrieved from: https://data.worldbank.org/indicator/HD.HCI.OVRL (22.08.21).
- World Bank Open Data. Labour force, total. Retrieved from: https://data.worldbank.org/indicator/SL.TLF.TOTL.IN (22.08.21)
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171650186