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Regression Analysis of the Impact of Demographic and Economic Indicators on the Status of Pension Provision in Different World Countries
Demchenko K. I.

Demchenko, Karyna I. (2020) “Regression Analysis of the Impact of Demographic and Economic Indicators on the Status of Pension Provision in Different World Countries.” Business Inform 5:183–189.
https://doi.org/10.32983/2222-4459-2020-5-183-189

Section: Economic and Mathematical Modeling

Article is written in Ukrainian
Downloads/views: 5

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UDC 338.001.36

Abstract:
The article is aimed at studying the effect of impact of demographic and economic indicators on the status of pension provision in 54 different countries of the world for 2010-2019. In the analysis and generalization of scientific works of domestic and foreign scholars, it was found that much attention is paid to the dynamics of expenditures and incomes of pension funds, but not taken into account (sufficiently) is the specific numerical influence of the factors, which can lead to a reduction or increase in the expenditures and incomes of PF. Therefore, it is important to research the effects of the impact of economic and demographic indicators on the financial status of PF in different countries. Using the regression analysis, the article analyzes the impact of the increase in the coefficient of age dependency, rate of pension contribution, unemployment rate, GDP and other indicators on the dynamics of expenditures and incomes of pension funds of different world countries, applying the least square method. The fixed-effect panel study method and heteroskedatric standard errors are used to check the reliability and sustainability of the results, which are clustered at the country level to account for successive correlations. Results are the average effect of impact for the total number of observations, the aggregate effect for the specified unions and organizations and a separate effect for Ukraine. According to the author, the previous pension reforms were not effective enough, given the status of Ukraine’s pension provision, as some procedure for introducing reform was not followed and the necessary resources were not adequately prepared. Therefore, a phased scheme is proposed to introduce a reform, to improve the status of pension provision, and ensure its socio-economic efficiency.

Keywords: regression, least square method, pension provision, expenses and incomes of the pension fund, rate of pension contribution, coefficient of age dependency, panel study.

Fig.: 3. Tabl.: 1. Formulae: 4. Bibl.: 9.

Demchenko Karyna I. – Postgraduate Student, Alfred Nobel University (18 Sicheslavska Naberezhna Str., Dnіpro, 49000, Ukraine)
Email: [email protected]

List of references in article

Agapova, T. A. “Makroekonomicheskiye aspekty reformirovaniya pensionnoy sistemy“ [Macroeconomic Aspects of Pension System Reform]. http://www.actuaries.ru/lib/detail.php?ID=1949
Zandberg, E., and Spierdijk, L. “Funding of Pensions and Economic Growth: Are they Really Related“. Journal of Pensions Economics and Finance, vol. 12, no. 2 (2013): 151-167. DOI: https://doi.org/10.1017/S1474747212000224
Khemii, H. “Finansova stiikist systemy derzhavnoho pensiinoho strakhuvannia Ukrainy“ [Financial Stability of the Ukraine National System of Pension Insurance]. Visnyk Kyivskoho natsionalnoho universytetu im. T. Shevchenka. Seriia «Ekonomika», no. 3 (2014): 88-94.
World Bank Open Data. https://data.worldbank.org/
Ofitsiinyi sait Derzhavnoi sluzhby statystyky Ukrainy. http://www.ukrstat.gov.ua/
“Vydatky ta dokhody biudzhetu Pensiinoho Fondu Ukrainy (sichen - serpen 2019 r.)“ [Expenditures and Revenues of the Budget of the Pension Fund of Ukraine (January - August 2019)]. https://www.pfu.gov.ua/1904004-za-sichen-serpen-2019-roku/
Lee, D. S., and Lemieux, T. “Regression Discontinuity Designs in Economics“. Journal of Econometric Literature. 2010. https://www.princeton.edu/~davidlee/wp/RDDEconomics.pdf
Himmelreicher, R. K., and Stegmann, M. “New Possibilities for SocioEconomic Research through Longitudinal Data from the Research Data Centre of the German Federal Pension Insurance (FDZ-RV)“. Schmollers Jahrbuch. 2008. https://www.ssoar.info/ssoar/bitstream/handle/document/43203/ssoar-2008-4-himmelreicher_et_al-New_Possibilities_for_Socio-Economic_Research.pdf?sequence=1&isAllowed=y&lnkname=ssoar-2008-4-himmelreicher_et_al-New_Possibilities_for_Socio-Economic_Research.pdf
Card, D., Lee, D. S., and Pei, Z. “Quasi-Experimental Identification and Estimation in the Regression Kink Design“. Princeton University Working Paper no. 553. 2009. http://davidcard.berkeley.edu/papers/regress-kink-design.pdf

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