Effect of Longevity on Economic Growth, Accounting for Variability in Demographic Transition: Evidence for Pakistan using ARDL Bounds Testing Approach

Authors

Dr. Muhammad Mudasser  1 , Dr. Emmanuel K. Yiridoe  2
Southern Alberta Institute of Technology, Canada 1 , Department of Business and Social Sciences, Faculty of Agriculture, Dalhousie University 2
“crossref”/
Views: 3932  
Downloads: 718  

Main Article Content

Abstract

Rising longevity due to access to better health services affects the growth and composition of the population differently than birth rates. In addition, empirical evidence of the effects of rising longevity on standards of living is ambiguous. From the perspective of developing nations, it is important to understand how rising longevity affects national prosperity, as this allows governments to develop programs for increasing investment in the health sector. This study explicitly tested varying intertemporal impacts of rising longevity on the GDP per capita of Pakistan between 1967 and 2020. An Autoregressive Distributed Lag (ARDL) bounds testing approach to cointegration was used to estimate and compare short-run and long-run estimates of longevity. The results indicated that a 1% increase in longevity increased the growth rate of GDP per capita in Pakistan by 0.64% in the long-run. In addition, a 1% increase in life expectancy at birth above 62 years increased economic growth by an additional 0.009%. In general, the estimated effect of increased longevity varied by stages of demographic transition in Pakistan.

Article Details

Mudasser, M., & Yiridoe, E. K. (2024). Effect of Longevity on Economic Growth, Accounting for Variability in Demographic Transition: Evidence for Pakistan using ARDL Bounds Testing Approach. SEISENSE Journal of Management, 7(1), 83-100. https://doi.org/10.33215/5nqqge53
Research Articles

Copyright (c) 2024 Dr. Muhammad Mudasser, Dr. Emmanuel K. Yiridoe

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

Dr. Muhammad Mudasser, Southern Alberta Institute of Technology, Canada

Faculty, Department of Business, Southern Alberta Institute of Technology (SAIT), 1301-16 Ave. NW, Calgary, Alberta, Canada T2M 0L4.

Dr. Emmanuel K. Yiridoe, Department of Business and Social Sciences, Faculty of Agriculture, Dalhousie University

Professor, Department of Business and Social Sciences, Faculty of Agriculture, Dalhousie University, P.O. Box 550, Truro, Nova Scotia, Canada, B2N 5E3

This study  used time series data about life expectancy at birth and economic growth in Pakistan from World Bank online databases.

The World Bank. 2017. Health Nutrition and Population Statistics.   Retrieved May 1, 2017, Available from: (http://databank.worldbank.org/data/reports.aspx?source=health-nutrition-and-population-statistics).

The World Bank. 2017. World Development Indicators.   Retrieved May 1, 2017, Available from: (http://databank.worldbank.org/data/reports.aspx?Code=PAK&id=556d8fa6&report_name=Popular_countries&populartype=country&ispopular=y).

Abbas, F., & Hiemenz, U. (2013). What determines public health expenditures in Pakistan? Role of income, urbanization and unemployment. Economic Change and Restructuring, 46(4), 341-362. https://doi.org/https://doi.org/10.1007/s10644-012-9130-7 DOI: https://doi.org/10.1007/s10644-012-9130-7 CrossrefGoogle Scholar

Acemoglu, D., & Johnson, S. (2007). Disease and development: The effect of life expectancy on economic growth. Journal of Political Economy, 115(6), 925-985. DOI: https://doi.org/10.1086/529000 CrossrefGoogle Scholar

Alwago, W. O. (2023, 2023/06/01/). The nexus between health expenditure, life expectancy, and economic growth: ARDL model analysis for Kenya. Regional Science Policy & Practice, 15(5), 1064-1086. https://doi.org/https://doi.org/10.1111/rsp3.12588 DOI: https://doi.org/10.1111/rsp3.12588 CrossrefGoogle Scholar

Amarante, V. (2014, Spring2014). Determinants of fertility at the macro level: New evidence for Latin America and the Caribbean. Journal of Developing Areas, 48(2), 123-135. http://bi.galegroup.com/essentials/article/GALE|A416596353/9dfc5d63024cd159c9430d91d27acf02?u=calg67223 DOI: https://doi.org/10.1353/jda.2014.0039 CrossrefGoogle Scholar

Amusa, H., Amusa, K., & Mabugu, R. (2009, 10//). Aggregate demand for electricity in South Africa: An analysis using the bounds testing approach to cointegration. Energy Policy, 37(10), 4167-4175. https://doi.org/https://doi.org/10.1016/j.enpol.2009.05.016 DOI: https://doi.org/10.1016/j.enpol.2009.05.016 CrossrefGoogle Scholar

Angeles, L. (2010). Demographic transitions: Analyzing the effects of mortality on fertility. Journal of Population Economics, 23(1), 99-120. https://doi.org/https://doi.org/10.1007/s00148-009-0255-6 DOI: https://doi.org/10.1007/s00148-009-0255-6 CrossrefGoogle Scholar

Bai, J., & Perron, P. (2003). Computation and analysis of multiple structural change models. Journal of Applied Econometrics, 18(1), 1-22. https://doi.org/https://doi.org/10.1002/jae.659 DOI: https://doi.org/10.1002/jae.659 CrossrefGoogle Scholar

Bar, M., & Leukhina, O. (2010). The role of mortality in the transmission of knowledge. Journal of Economic Growth, 15(4), 291-321. https://doi.org/https://doi.org/10.1007/s10887-010-9059-5 DOI: https://doi.org/10.1007/s10887-010-9059-5 CrossrefGoogle Scholar

Barlow, R., & Vissandjée, B. (1999, 1999/01/01). Determinants of National Life Expectancy. Canadian Journal of Development Studies / Revue canadienne d'études du développement, 20(1), 9-29. https://doi.org/https://doi.org/10.1080/02255189.1999.9668787 DOI: https://doi.org/10.1080/02255189.1999.9668787 CrossrefGoogle Scholar

Barthold, D., Nandi, A., Mendoza Rodríguez, J. M., & Heymann, J. (2014). Analyzing Whether Countries Are Equally Efficient at Improving Longevity for Men and Women. American Journal of Public Health, 104(11), 2163-2169. https://doi.org/https://doi.org/10.2105/AJPH.2013.301494 DOI: https://doi.org/10.2105/AJPH.2013.301494 CrossrefGoogle Scholar

Bhargava, A., Jamison, D. T., Lau, L. J., & Murray, C. J. L. (2001, 5//). Modeling the effects of health on economic growth. Journal of Health Economics, 20(3), 423-440. https://doi.org/http://dx.doi.org/10.1016/S0167-6296(01)00073-X DOI: https://doi.org/10.1016/S0167-6296(01)00073-X CrossrefGoogle Scholar

Bloom, D. E. (2016). Demographic upheaval. Finance & Development, 53(1), 6-11. http://libresources.sait.ab.ca/login?url=http://search.ebscohost.com/login.aspx?direct=true&db=bth&AN=113458686&site=ehost-live

Bloom, D. E., Canning, D., & Sevilla, J. (2003). The demographic dividend : A new perspective on the economic consequences of population change. Rand. http://www.rand.org/publications/MR/MR1274/ DOI: https://doi.org/10.7249/MR1274 CrossrefGoogle Scholar

Bloom, D. E., Canning, D., & Sevilla, J. (2004). The effect of health on economicgrowth: A production function approach. World Development, 32(1), 1. https://doi.org/https://doi.org/10.1016/j.worlddev.2003.07.002 DOI: https://doi.org/10.1016/j.worlddev.2003.07.002 CrossrefGoogle Scholar

Bloom, D. E., & Malaney, P. N. (1998, 11//). Macroeconomic consequences of the Russian mortality crisis. World Development, 26(11), 2073-2085. https://doi.org/http://dx.doi.org/10.1016/S0305-750X(98)00098-9 DOI: https://doi.org/10.1016/S0305-750X(98)00098-9 CrossrefGoogle Scholar

Carlsson, A., Theobald, H., & Wändell, P. (2010). Health factors and longevity in men and women: a 26-year follow-up study. European Journal of Epidemiology, 25(8), 547-551. https://doi.org/https://doi.org/10.1007/s10654-010-9472-2 DOI: https://doi.org/10.1007/s10654-010-9472-2 CrossrefGoogle Scholar

Cervellati, M., & Sunde, U. (2011, 06//). Life expectancy and economic growth: The role of the demographic transition. Journal of Economic Growth, 16(2), 99. http://ezproxy.avc.talonline.ca/login?url=http://search.ebscohost.com/login.aspx?direct=true&db=edb&AN=60644215&site=eds-live DOI: https://doi.org/10.1007/s10887-011-9065-2 CrossrefGoogle Scholar

Chakroun, M. (2024, 2024/12/31). Health and economic growth: new evidence from a panel threshold model. Cogent Economics & Finance, 12(1), 2331010. https://doi.org/10.1080/23322039.2024.2331010 DOI: https://doi.org/10.1080/23322039.2024.2331010 CrossrefGoogle Scholar

Edwards, R. D. (2011). Changes in world inequality in length of life: 1970–2000. Population and Development Review, 37(3), 499-528. http://libresources.sait.ab.ca/login?url=http://search.ebscohost.com/login.aspx?direct=true&db=mdc&AN=22167813&site=eds-live DOI: https://doi.org/10.1111/j.1728-4457.2011.00432.x CrossrefGoogle Scholar

Erakhtina, A. A. (2022). Investments in Health Care, Life Expectancy, and Economic Growth. Problems of Economic Transition, 63(1-3), 20-33. https://doi.org/10.1080/10611991.2022.2113312 DOI: https://doi.org/10.1080/10611991.2022.2113312 CrossrefGoogle Scholar

Fisher, W. H., & Heijdra, B. J. (2009). Keeping up with the ageing Joneses. Journal of Economic Dynamics & Control(1), 53. https://doi.org/https://doi.org/10.1016/j.jedc.2008.04.010 DOI: https://doi.org/10.1016/j.jedc.2008.04.010 CrossrefGoogle Scholar

French, D. (2012). Causation between health and income: a need to panic. Empirical Economics, 42(2), 583-601. https://doi.org/https://doi.org/10.1007/s00181-011-0541-5 DOI: https://doi.org/10.1007/s00181-011-0541-5 CrossrefGoogle Scholar

Government of Pakistan. (2024). Economic Survey of Pakistan 2022-23. Finance Division, Economic Advisor's Wing. Retrieved May 10 from https://www.finance.gov.pk/survey_2023.html

Hansen, C., & Lønstrup, L. (2012). Can higher life expectancy induce more schooling and earlier retirement? Journal of Population Economics, 25(4), 1249-1264. https://doi.org/https://doi.org/10.1007/s00148-011-0397-1 DOI: https://doi.org/10.1007/s00148-011-0397-1 CrossrefGoogle Scholar

Heijink, R., Koolman, X., & Westert, G. P. (2013). Spending More Money, Saving More Lives? The Relationship between Avoidable Mortality and Healthcare Spending in 14 Countries. European Journal of Health Economics, 14(3), 527-538. https://doi.org/http://dx.doi.org/10.1007/s10198-012-0398-3 DOI: https://doi.org/10.1007/s10198-012-0398-3 CrossrefGoogle Scholar

Jaba, E., Balan, C. B., & Robu, I.-B. (2014, 1/1/2014). The Relationship between Life Expectancy at Birth and Health Expenditures Estimated by a Cross-country and Time-series Analysis. Procedia Economics and Finance, 15, 108-114. https://doi.org/https://doi.org/10.1016/S2212-5671(14)00454-7 DOI: https://doi.org/10.1016/S2212-5671(14)00454-7 CrossrefGoogle Scholar

Jain, A. K., & Ross, J. A. (2012, 03//). Fertility differences among developing countries: Are they still related to family Planning program efforts and social settings? International Perspectives on Sexual & Reproductive Health, 38(1), 15. https://doi.org/https://doi.org/10.1363/3801512 DOI: https://doi.org/10.1363/3801511 CrossrefGoogle Scholar

Koehler, A. B., & Murphree, E. S. (1988). A comparison of the Akaike and Schwarz criteria for selecting model order. Journal of the Royal Statistical Society. Series C (Applied Statistics), 37(2), 187-195. https://doi.org/https://doi.org/10.2307/2347338 DOI: https://doi.org/10.2307/2347338 CrossrefGoogle Scholar

Kuhn, M., & Prettner, K. (2023). Rising Longevity, Increasing the Retirement Age, and the Consequences for Knowledge‐based Long‐run Growth [Article]. Economica, 90(357), 39-64. https://doi.org/10.1111/ecca.12445 DOI: https://doi.org/10.1111/ecca.12445 CrossrefGoogle Scholar

Li, H., Zhang, J., & Zhang, J. (2007). Effects of longevity and dependency rates on saving and growth: Evidence from a panel of cross countries. Journal of Development Economics, 84(1), 138-154. https://doi.org/https://doi.org/10.1016/j.jdeveco.2006.10.002 DOI: https://doi.org/10.1016/j.jdeveco.2006.10.002 CrossrefGoogle Scholar

Lin, W.-I., & Shin-Yi, Y. (2009). From successful family planning to the lowest of low fertility levels: Taiwan’s dilemma. Asian Social Work & Policy Review, 3(2), 95-112. https://doi.org/https://doi.org/10.1111/j.1753-1411.2009.00027.x DOI: https://doi.org/10.1111/j.1753-1411.2009.00027.x CrossrefGoogle Scholar

Lorentzen, P., McMillan, J., & Wacziarg, R. (2008). Death and development. Journal of Economic Growth, 13(2), 81-124. https://doi.org/https://doi.org/10.1007/s10887-008-9029-3 DOI: https://doi.org/10.1007/s10887-008-9029-3 CrossrefGoogle Scholar

Ly, P. (2013, Spring/Autumn2013). Women's empowerment and fertility changes. International Journal of Sociology of the Family, 39(1/2), 49-75. http://ezproxy.avc.talonline.ca/login?url=http://search.ebscohost.com/login.aspx?direct=true&db=sih&AN=90595169&site=eds-live

Mierau, J. O., & Turnovsky, S. J. (2014). Demography, growth, and inequality. Economic Theory, 55(1), 29-68. https://doi.org/10.1007/s00199-013-0749-z DOI: https://doi.org/10.1007/s00199-013-0749-z CrossrefGoogle Scholar

Munir, K., & Shahid, F. S. U. (2021). Role of demographic factors in economic growth of South Asian countries. Journal of Economic Studies, 48(3), 557-570. https://doi.org/10.1108/JES-08-2019-0373 DOI: https://doi.org/10.1108/JES-08-2019-0373 CrossrefGoogle Scholar

Narayan, P. K. (2005). The saving and investment nexus for China: Evidence from cointegration tests. Applied Economics, 37(17), 1979-1990. https://doi.org/https://doi.org/10.1080/00036840500278103 DOI: https://doi.org/10.1080/00036840500278103 CrossrefGoogle Scholar

Nelson, C. R., & Plosser, C. R. (1982, 1982/01/01). Trends and random walks in macroeconomic time series. Journal of Monetary Economics, 10(2), 139-162. https://doi.org/http://dx.doi.org/10.1016/0304-3932(82)90012-5 DOI: https://doi.org/10.1016/0304-3932(82)90012-5 CrossrefGoogle Scholar

Obrizan, M., & Wehby, G. L. (2018, 2018/01/01/). Health Expenditures and Global Inequalities in Longevity. World Development, 101(Supplement C), 28-36. https://doi.org/https://doi.org/10.1016/j.worlddev.2017.08.003 DOI: https://doi.org/10.1016/j.worlddev.2017.08.003 CrossrefGoogle Scholar

Odhiambo, N. M. (2009, 2//). Energy consumption and economic growth nexus in Tanzania: An ARDL bounds testing approach. Energy Policy, 37(2), 617-622. https://doi.org/http://dx.doi.org/10.1016/j.enpol.2008.09.077 DOI: https://doi.org/10.1016/j.enpol.2008.09.077 CrossrefGoogle Scholar

Patterson, K. D. (2011). Unit root tests in time series: Key concepts and problems. Palgrave Macmillan. http://libresources.sait.ab.ca/login?url=http://search.ebscohost.com/login.aspx?direct=true&db=cat02760a&AN=sait.1272245&site=eds-live DOI: https://doi.org/10.1057/9780230299306

http://libresources.sait.ab.ca/login?url=http://www.sait.eblib.com/EBLWeb/patron/?target=patron&extendedid=P_678788_0

Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of Applied Econometrics, 16(3), 289-326. http://libresources.sait.ab.ca/login?url=http://search.ebscohost.com/login.aspx?direct=true&db=bth&AN=4978524&site=eds-live DOI: https://doi.org/10.1002/jae.616 CrossrefGoogle Scholar

Prettner, K. (2013). Population aging and endogenous economic growth. Journal of Population Economics, 26(2), 811-834. https://doi.org/http://dx.doi.org/10.1007/s00148-012-0441-9 DOI: https://doi.org/10.1007/s00148-012-0441-9 CrossrefGoogle Scholar

Rudebusch, G. D. (1992). Trends and random walks in a macroeconomic time series: A re-examination. International Economic Review, 33(3), 661. http://libresources.sait.ab.ca/login?url=http://search.ebscohost.com/login.aspx?direct=true&db=bsh&AN=9209072166&site=eds-live DOI: https://doi.org/10.2307/2527132 CrossrefGoogle Scholar

Sathar, Z. A. (1991). Changes in mortality in Pakistan 1960-88. The Pakistan Development Review, 30(4 Part II), 11. http://www.pide.org.pk/pdr/index.php/pdr/article/viewFile/1047/1026 DOI: https://doi.org/10.30541/v30i4IIpp.669-679 CrossrefGoogle Scholar

Sathar, Z. A. (2001). Fertility in Pakistan: Past, present and future Workshop on Prospects for Fertility Decline in High Fertility Countries, New York. http://www.un.org/esa/population/publications/prospectsdecline/sathar.pdf

Schwert, G. W. (1989). Tests for unit roots: A Monte Carlo investigation. Journal of Business & Economic Statistics, 7, 147-160. http://libresources.sait.ab.ca/login?url=http://search.ebscohost.com/login.aspx?direct=true&db=bsh&AN=5699502&site=eds-live DOI: https://doi.org/10.2307/1391432 CrossrefGoogle Scholar

Sheshinski, E. (2006). Note on longevity and aggregate savings. Scandinavian Journal of Economics, 108(2), 353-356. https://doi.org/http://dx.doi.org/10.1111/j.1467-9442.2006.00451.x DOI: https://doi.org/10.1111/j.1467-9442.2006.00451.x CrossrefGoogle Scholar

The World Bank. (2017a). Health Nutrition and Population Statistics. The World Bank. Retrieved May 1 from http://databank.worldbank.org/data/reports.aspx?source=health-nutrition-and-population-statistics

The World Bank. (2024a). Health Nutrition and Population Statistics. The World Bank. Retrieved May 8 from http://databank.worldbank.org/data/reports.aspx?source=health-nutrition-and-population-statistics

The World Bank. (2024b). World Development Indicators. The World Bank. Retrieved May 7 from http://databank.worldbank.org/data/reports.aspx?Code=PAK&id=556d8fa6&report_name=Popular_countries&populartype=country&ispopular=y

Timonin, S., Shkolnikov, V. M., Jasilionis, D., Grigoriev, P., Jdanov, D. A., & Leon, D. A. (2016). Disparities in length of life across developed countries: measuring and decomposing changes over time within and between country groups. Population Health Metrics, 14, 1-19. https://doi.org/https://doi.org/10.1186/s12963-016-0094-0 DOI: https://doi.org/10.1186/s12963-016-0094-0 CrossrefGoogle Scholar

United Nations. (2015a). World Population Prospects: The 2015 Revision, Key Findings and Advance Tables. Department of Economic and Social Affairs, Population Division. Retrieved December 5 from http://esa.un.org/unpd/wpp/Publications/Files/Key_Findings_WPP_2015.pdf CrossrefGoogle Scholar

United Nations. (2015b). World Population Prospects: The 2015 Revision, Volume II: Demographic Profiles (ST/ESA/SER_A/389). Department of Economic and Social Affairs, Population Division. Retrieved December 15 from http://esa.un.org/unpd/wpp/Publications/Files/WPP2015_Volume-II-Demographic-Profiles.pdf CrossrefGoogle Scholar

Vaupel, J. W., Villavicencio, F., & Bergeron-Boucher, M.-P. (2021, 2021/03/02). Demographic perspectives on the rise of longevity. Proceedings of the National Academy of Sciences, 118(9), e2019536118. https://doi.org/10.1073/pnas.2019536118 DOI: https://doi.org/10.1073/pnas.2019536118 CrossrefGoogle Scholar

Weil, D. N. (2007). Accounting for the effect of health on economic growth. Quarterly Journal of Economics, 122(3), 1265-1306. http://ezproxy.avc.talonline.ca/login?url=http://search.ebscohost.com/login.aspx?direct=true&db=bth&AN=25953485&site=eds-live DOI: https://doi.org/10.1162/qjec.122.3.1265

Wooldridge, J. M. (2020). Introductory econometrics: a modern approach (Seventh edition ed.). Cengage Learning, Inc.

World Health Organization. (2015). An Overarching Health Indicator for the Post-2015 Development Agenda. Retrieved May 7 from http://www.who.int/healthinfo/indicators/hsi_indicators_SDG_TechnicalMeeting_December2015_BackgroundPaper.pdf?ua=1

Xiaofei, L. (2012). China's one-child policy and implementation. Asia-Pacific Social Science Review, 12(2), 1-13. http://ezproxy.avc.talonline.ca/login?url=http://search.ebscohost.com/login.aspx?direct=true&db=sih&AN=87317453&site=eds-live