Effects of Economic and Population Factors on Health Expenditures: Special Case of Pakistan

Tanzeela Yaqoob, Rahat Bibi, Junaid S. Siddiqui


This paper aims to explore the factors affecting the health care expenditures of Pakistan by employing the Multivariate techniques for the annual data series from 1960 to 2010 .The variables we considered are Gross Domestic Product (GDP) as an economic indicator, Population of age 65 and above (P≥65), Population of age 0 to 14 (P(0-14)), Life expectancy at Birth (LE), Crude Birth rate (CBR) and population growth rate (GR) as population indicator and Total Health Expenditure (THE) as an influencing factor. Multiple regression considering Total Health Expenditure (THE) is applied as dependent on the variables mentioned above. Since Variance Inflation Factor (VIF) for all independent variables are very high, the smallest VIF is around 11 goes up to 65. The results obtained by Principal components reveal the effect of population structure and the age factor effect oppositely on Total Health Expenditures (THE). Factor Analysis suggests that the behavior of Health Expenditures is common with Gross Domestic Product (GDP), population of age 65 and above (P≥65) and life expectancy at Birth (LE) in Pakistan while population of age 0 to 14 (P (0-14)), population growth rate (GR) and Crude Birth rate (CBR) are moving in opposite direction i.e. as GDP, P≥65 and LE of Pakistan increases P (0-14), GR and CBR will decreases.

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Newhouse, J.P. (1977). Medical-Care Expenditure: A Cross-National Survey, Journal of Human Resources, vol.12, pp, 115-125.

Khan, J.,Khattak,N.U.R.,Khan,A. (2015). Human Capital-Economic growth Nexus: A causality analysis for Pakistan, City University Research Journal, vol.5, pp, 279-290.

Akram,N., Padda,I.U.H., Khan,M. (2008). The long term impact of health on Economic growth in Pakistan, The Pakistan Development Review, vol.47, pp, 487-500.

World Health Organization.(2010). World health statistics (pp. 130–139).Geneva, Switzerland.

Mehrara,M., Fazaeli,A. A., Fazaeli,A.A., Fazaeli ,A.A. (2012). The Relationship between Health Expenditures and Economic Growth in Middle East & North Africa (MENA) Countries, International Journal of Business Management and Economic Research, vol.3, pp ,425-428.

AK, R. (2012). The Relationship between Health Expenditures and Economic Growth: Turkish Case, International Journal of Business Management and Economic Research, vol.3, pp, 404-409.

Khan,H.N., Khan,M.A., Razli,R.B., Sahfie,A.B., Shehzada,G., Krebs,K.L., Sarvghad,N. (2016). Health Care Expenditure and Economic Growth in SAARC Countries (1995–2012): A Panel Causality Analysis, Applied Research Quality Life, vol.11, pp, 639-661.

Hitiris,T. (1997). Health care expenditure and integration in the countries of the European Union, Applied Economics,

vol.29, pp, 1-6.

Chaudhry,M.O., Faridi,M.Z., Farooq,F.,Arif,R. (2013). Contribution of Health Outcomes to Economic Growth in Pakistan, Pakistan Journal of Social Sciences, vol. 33, pp, 281-295.

Haider,A., and Butt,M.S. (2007). The Direction of Causality between Health Spending and GDP: The Case of Pakistan, Pakistan Economic and Social Review, vol.45, pp, 125-140.

Zafar.,N. (2013). Does Improvement in Health Leads toward Economic Growth:A Case of SAARC Countries, Journal of global and science, vol.1, pp,25-29.

Devlin,N. and Hansen,P. (2001). Health care spending and economic output: Granger causality, Applied Economics Letter, vol. 8, pp, 561-564.

Ozturk,S., and Topcu,E. (2014). Health Expendıtures and Economıc Growth: Evıdence from G8 Countrıes, International Journal of Economics and Empirical Research, vol.2, pp, 262-267.

Bloom,D.E., Canning,D., Sevilla,J. (2004). The Effect of Health on Economic Growth: A Production Function Approach, World Development, vol.32, pp, 1-13.

Pearson, K. (1901). On lines and planes of closest fit to a system of points in space, Philosophical Magazine, vol.2,

pp, 557-572.

Hotelling, H. (1933). Analysis of a complex of statistical variables into principle components, Journal of Educational Psychology, vol.24, pp, 417-441 and 498-520.

Spearman, C. (1904). ‘General intelligence’, objectively determined and measured, American journal of Psychology, vol.15, pp,201-293.

DOI: http://dx.doi.org/10.22555/pjets.v6i2.1965


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