EFFICIENCY EVALUATION OF REGIONAL INVESTMENT POLICY IN UKRAINE BASED ON DEA ANALYSIS

  • M. M. Nahayeva Drohobych State Pedagogical University named after Ivan Franko
Keywords: DEA models, technical efficiency, regional investment policy, regions of Ukraine, foreign direct investment, capital investments

Abstract

The article focuses on the input and output of DEA-oriented models for assessing the effectiveness of a regional investment policy, and the value of the technical CRS and VRS of the efficiency and scale efficiency SE of each region for the period from 2015 to 2017 has been derived. The main advantage of DEA models in comparison with the parametric approach has been argued. It is in the absence of the need to make many assumptions for the correct interpretation of the results of simulation. Two different input variables have been used in DEA models for assessing the effectiveness of regional investment policy in Ukraine: capital investment and direct foreign investment, and three outputs: gross regional product, employment rate, and exports per one person. The obtained results testify to the rather high level of average efficiency of regional investment policy in Ukraine. The surprisingly low technical efficiency of Kyiv has been noted, that may be explained by the fact that its share in such input parameters as capital investments and foreign direct investments is 30% and 60% respectively, which significantly exceeds the city's share in the output parameters.

References

Schofield J.A. (1976) Economic efficiency and regional policy, Urban Studies, V.13, № 2, pp. 181-192. https://doi.org/10.1080/00420987620080331

Armstrong Í., Taylor J. (1993) Regional Economics and Policy. - Oxford: Oxford univ.press.

Blake C. (1973) The gains from regional policy. J.N. Wolfe (Ed.), Cost benefit and cost effectiveness, Unwin, London, pp. 185-194.

Кишакевич Б. Ю. Аналіз оптимальних стратегій портфельної конкуренційної моделі ринку акцій / Б. Ю. Кишакевич, А. К. Прикарпатський, І. П. Твердохліб // Доп. НАН України. - 2009. - № 1. - С. 40-47.

Cooper, W. W., Seiford, L. M. & Tone, K. (2006). Introduction to Data Envelopment Analysis and Its Uses. New York: Springer. DOI 10.1007/0-387-29122-9

Debreu G. (1951) The coefficient of resource utilization. Econometrica 19 (3). 273-292

Banker, Rajiv D., Abraham Charnes, and William W. Cooper. (1984) Some models for estimating technical and scale efficiencies in data envelopment analysis. Management Science 30, 1078–92.

H. Zhang, W. Song, X. Peng and X. Song. (2012) "Evaluate the Investment Efficiency by Using Data Envelopment Analysis: The Case of China," American Journal of Operations Research, Vol. 2 No. 2, pp. 174-182. doi: 10.4236/ajor.2012.22020.

Моніторинг соціально-економічного розвитку регіонів за 2017 рік / Міністерство регіонального розвитку, будівництва та житлово-комунального господарства України. Режим доступу: http://www.minregion.gov.ua/wp-content/uploads/2018/05/Reytingova-otsinka-za-2017-rik-prezentatsiyni-materiali.pdf

Моніторинг соціально-економічного розвитку регіонів за 2016 рік / Міністерство регіонального розвитку, будівництва та житлово-комунального господарства України. Режим доступу: http://www.minregion.gov.ua/wp-content/uploads/2017/05/Reytingova-otsinka-za-2016-rik-prezentatsiyni-materiali.pdf

Моніторинг соціально-економічного розвитку регіонів за 2015 рік / Міністерство регіонального розвитку, будівництва та житлово-комунального господарства України. Режим доступу: http://www.minregion.gov.ua/wp-content/uploads/2016/03/Otsinka-sotsialno-ekonomichnogo-rozvitku-regioniv-za-2015-r.-prezentatsiynimateriali2.pdf

Schofield J.A. (1976) Economic efficiency and regional policy, Urban Studies, V.13, № 2, pp. 181-192. https://doi.org/10.1080/00420987620080331

Armstrong Í., Taylor J. (1993) Regional Economics and Policy. - Oxford: Oxford univ.press.

Blake C. (1973) The gains from regional policy. J.N. Wolfe (Ed.), Cost benefit and cost effectiveness, Unwin, London, pp. 185-194.

Kyshakevych B, Prykarpatsky A. & Tverdokhlib I. (2009) Analiz optymalnih stratehij portfelnoi konkurencijnoi modeli akcij [Analysis of the optimal strategies of the portfolio competitive model of the stock market] // Reports of the National Academy of Sciences of Ukraine, 1, 40-47. [in Ukrainian]

Cooper, W. W., Seiford, L. M. & Tone, K. (2006). Introduction to Data Envelopment Analysis and Its Uses. New York: Springer. DOI 10.1007/0-387-29122-9

Debreu G. (1951) The coefficient of resource utilization. Econometrica 19 (3), 273-292

Banker, Rajiv D., Abraham Charnes, and William W. Cooper. (1984) Some models for estimating technical and scale efficiencies in data envelopment analysis. Management Science 30, 1078–92.

H. Zhang, W. Song, X. Peng and X. Song. (2012) "Evaluate the Investment Efficiency by Using Data Envelopment Analysis: The Case of China," American Journal of Operations Research, Vol. 2 No. 2, pp. 174-182. doi: 10.4236/ajor.2012.22020.

Monitoring socialno-ekonomichnoho rozvytku rgioniv u 2017 [Monitoring of socioeconomic development of regions for 2017], Ministry of Regional Development, Construction and Housing and Communal Services of Ukraine. Retrieved from: http://www.minregion.gov.ua/wp-content/uploads/2018/05/Reytingova-otsinka-za-2017-rik-prezentatsiyni-materiali.pdf

Monitoring socialno-ekonomichnoho rozvytku rgioniv u 2016 [Monitoring of socioeconomic development of regions for 2016], Ministry of Regional Development, Construction and Housing and Communal Services of Ukraine. Retrieved from: http://www.minregion.gov.ua/wp-content/uploads/2017/05/Reytingova-otsinka-za-2016-rik-prezentatsiyni-materiali.pdf

Monitoring socialno-ekonomichnoho rozvytku rgioniv u 2015 [Monitoring of socioeconomic development of regions for 2015], Ministry of Regional Development, Construction and Housing and Communal Services of Ukraine. Retrieved from: http://www.minregion.gov.ua/wp-content/uploads/2016/03/Otsinka-sotsialnoekonomichnogo-rozvitku-regioniv-za-2015-r.-prezentatsiyni-materiali2.pdf

Article views: 57
PDF Downloads: 45
Published
2018-11-27
How to Cite
Nahayeva, M. M. (2018). EFFICIENCY EVALUATION OF REGIONAL INVESTMENT POLICY IN UKRAINE BASED ON DEA ANALYSIS. Economic Scope, (139), 97-109. Retrieved from http://www.prostir.pdaba.dp.ua/index.php/journal/article/view/374
Section
PROBLEMS OF NATIONAL AND REGIONAL ECONOMY