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

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Dr. Muhammad Mudasser
https://orcid.org/0000-0002-6620-7448
Dr. Emmanuel K. Yiridoe
https://orcid.org/0000-0002-3887-792X

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.

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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

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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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