IDEAS home Printed from https://ideas.repec.org/p/mde/wpaper/0083.html
   My bibliography  Save this paper

Health Care Investments and Economic Performance in Portugal: An Industry Level Analysis

Author

Listed:
  • Alfredo Marvão Pereira

    (Department of Economics, The College of William and Mary, PO Box 8795, Williamsburg VA 23187, United States of America)

  • Rui Manuel Pereira

    (Department of Economics, The College of William and Mary, PO Box 8795, Williamsburg VA 23187, United States of America)

  • Pedro G. Rodrigues

    (Centro de Administração e Políticas Públicas (CAPP), and Instituto Superior de Ciências Sociais e Políticas (ISCSP), Universidade de Lisboa, Rua Almerindo Lessa, 1300-663 Lisboa, Portugal)

Abstract

We analyze how public and private health care investments affect economic performance in Portugal. With a newly-developed data set for twenty-two industries, we use a vector autoregressive model to estimate the elasticities and marginal products on investment, employment and output. First, every €1 million invested in health care yields significant positive spillover effects, boosting investment and GDP by €24.74 and €20.45 million, respectively, and creating 188 net jobs. Adversely, net exports deteriorate, as most of the new capital goods are imported. Second, while only 28.2% of the total accumulated increase in GDP occurs within a year, investment is front-loaded with a corresponding 73.8%. Over this period, 68 workers are displaced for every €1 million invested. Third, at a disaggregated level, real estate, construction, and transportation and storage are the three industries where output shares increase the most. Employment shares increase the most in professional services, construction, and basic metals. These results have important policy implications. Health investments enhance long-term performance, but are unhelpful counter-cyclically. Also, they will change the industry mix: construction and professional services are the non-traded industries that will benefit the most, while the traded industries of non-metallic minerals, basic metals, and machinery and equipment benefit much less.

Suggested Citation

  • Alfredo Marvão Pereira & Rui Manuel Pereira & Pedro G. Rodrigues, 2017. "Health Care Investments and Economic Performance in Portugal: An Industry Level Analysis," GEE Papers 0083, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Nov 2017.
  • Handle: RePEc:mde:wpaper:0083
    as

    Download full text from publisher

    File URL: https://www.gee.gov.pt/RePEc/WorkingPapers/GEE_PAPERS_83.pdf
    File Function: First version, 2017
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Gerdtham, Ulf-G. & Jonsson, Bengt, 2000. "International comparisons of health expenditure: Theory, data and econometric analysis," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 1, pages 11-53, Elsevier.
    2. Lant Pritchett & Lawrence H. Summers, 1996. "Wealthier is Healthier," Journal of Human Resources, University of Wisconsin Press, vol. 31(4), pages 841-868.
    3. Rivera, Berta & Currais, Luis, 2004. "Public Health Capital and Productivity in the Spanish Regions: A Dynamic Panel Data Model," World Development, Elsevier, vol. 32(5), pages 871-885, May.
    4. Nancy Devlin & Paul Hansen, 2001. "Health care spending and economic output: Granger causality," Applied Economics Letters, Taylor & Francis Journals, vol. 8(8), pages 561-564.
    5. Alfredo M. Pereira & Jorge M. Andraz, 2013. "On The Economic Effects Of Public Infrastructure Investment: A Survey Of The International Evidence," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 38(4), pages 1-37, December.
    6. Christiano, Lawrence J & Eichenbaum, Martin & Evans, Charles, 1996. "The Effects of Monetary Policy Shocks: Evidence from the Flow of Funds," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 16-34, February.
    7. Daron Acemoglu & Simon Johnson, 2007. "Disease and Development: The Effect of Life Expectancy on Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 115(6), pages 925-985, December.
    8. Mehmet Akif Kara & Seyhan Taş & Serkan Ada, 2016. "The Impact of Infrastructure Expenditure Types on Regional Income in Turkey," Regional Studies, Taylor & Francis Journals, vol. 50(9), pages 1509-1519, September.
    9. Muysken, Joan & Yetkiner, I. Hakan & Ziesemer, Thomas, 1999. "Health, labour productivity and growth," CCSO Working Papers 200015, University of Groningen, CCSO Centre for Economic Research.
    10. Pedro Pita Barros, 1998. "The black box of health care expenditure growth determinants," Health Economics, John Wiley & Sons, Ltd., vol. 7(6), pages 533-544, September.
    11. Aschauer, David Alan, 1989. "Is public expenditure productive?," Journal of Monetary Economics, Elsevier, vol. 23(2), pages 177-200, March.
    12. Andrés Rodríguez-Pose & Yannis Psycharis & Vassilis Tselios, 2012. "Public investment and regional growth and convergence: Evidence from Greece," Papers in Regional Science, Wiley Blackwell, vol. 91(3), pages 543-568, August.
    13. Berta Rivera & Luis Currais, 1999. "Economic growth and health: direct impact or reverse causation?," Applied Economics Letters, Taylor & Francis Journals, vol. 6(11), pages 761-764.
    14. Gramlich, Edward M, 1994. "Infrastructure Investment: A Review Essay," Journal of Economic Literature, American Economic Association, vol. 32(3), pages 1176-1196, September.
    15. Mr. Dmitry Gershenson & Mr. Albert Jaeger & Mr. Subir Lall, 2016. "From Crisis to Convergence: Charting a Course for Portugal," IMF Departmental Papers / Policy Papers 2016/005, International Monetary Fund.
    16. Alfredo M. Pereira & Jorge M. Andraz, 2007. "Public Investment In Transportation Infrastructures And Industry Performance In Portugal," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 32(1), pages 1-20, June.
    17. David Bloom & David Canning, 2003. "Health as Human Capital and its Impact on Economic Performance," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 28(2), pages 304-315, April.
    18. Carsten Colombier, 2011. "Does the composition of public expenditure affect economic growth? Evidence from the Swiss case," Applied Economics Letters, Taylor & Francis Journals, vol. 18(16), pages 1583-1589.
    19. Robert E. Hall & Charles I. Jones, 2007. "The Value of Life and the Rise in Health Spending," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 39-72.
    20. Erkan Erdil & I. Hakan Yetkiner, 2009. "The Granger-causality between health care expenditure and output: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 511-518.
    21. Biswa Swarup Misra, 2015. "Which Infrastructure Matters More For Growth: Economic Or Social? Evidence From Indian States During 2001–2010," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 27(3), pages 177-196, November.
    22. Christiano, Lawrence J. & Eichenbaum, Martin & Evans, Charles L., 1999. "Monetary policy shocks: What have we learned and to what end?," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 2, pages 65-148, Elsevier.
    23. Orcan Cortuk, 2013. "A disaggregated approach to the determination of government spending multipliers," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 16(1), pages 31-45.
    24. Weil, David N., 2014. "Health and Economic Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 3, pages 623-682, Elsevier.
    25. Alicia H. Munnell, 1992. "Policy Watch: Infrastructure Investment and Economic Growth," Journal of Economic Perspectives, American Economic Association, vol. 6(4), pages 189-198, Fall.
    26. McDonald, Scott & Roberts, Jennifer, 2002. "Growth and multiple forms of human capital in an augmented Solow model: a panel data investigation," Economics Letters, Elsevier, vol. 74(2), pages 271-276, January.
    27. Angel De la Fuente, 2010. "Infrastructures and productivity: an updated survey," Working Papers 1018, BBVA Bank, Economic Research Department.
    28. Ward Romp & Jakob De Haan, 2007. "Public Capital and Economic Growth: A Critical Survey," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 8(S1), pages 6-52, April.
    29. Philippe Aghion & Peter Howitt & Fabrice Murtin, 2011. "The Relationship Between Health and Growth: When Lucas Meets Nelson-Phelps," Review of Economics and Institutions, Università di Perugia, vol. 2(1).
    30. Pereira, Alfredo Marvao & Roca-Sagales, Oriol, 2003. "Spillover effects of public capital formation: evidence from the Spanish regions," Journal of Urban Economics, Elsevier, vol. 53(2), pages 238-256, March.
    31. Christopher A. Sims & Tao Zha, 1999. "Error Bands for Impulse Responses," Econometrica, Econometric Society, vol. 67(5), pages 1113-1156, September.
    32. Parkin, David & McGuire, Alistair & Yule, Brian, 1987. "Aggregate health care expenditures and national income : Is health care a luxury good?," Journal of Health Economics, Elsevier, vol. 6(2), pages 109-127, June.
    33. Quamrul H. Ashraf & Ashley Lester & David N. Weil, 2009. "When Does Improving Health Raise GDP?," NBER Chapters, in: NBER Macroeconomics Annual 2008, Volume 23, pages 157-204, National Bureau of Economic Research, Inc.
    34. Pereira, Alfred M. & Roca-Sagales, Oriol, 2001. "Infrastructures and private sector performance in Spain," Journal of Policy Modeling, Elsevier, vol. 23(4), pages 371-384, May.
    35. Evans, Paul & Karras, Georgios, 1994. "Are Government Activities Productive? Evidence from a Panel of U.S. States," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 1-11, February.
    36. Joseph P. Newhouse, 1977. "Medical-Care Expenditure: A Cross-National Survey," Journal of Human Resources, University of Wisconsin Press, vol. 12(1), pages 115-125.
    37. Alfredo Marvão Pereira & Oriol Roca-Sagales, 2007. "Public infrastructure and regional asymmetries in Spain," Revue d'économie régionale et urbaine, Armand Colin, vol. 0(3), pages 503-519.
    38. Wang, Kuan-Min, 2011. "Health care expenditure and economic growth: Quantile panel-type analysis," Economic Modelling, Elsevier, vol. 28(4), pages 1536-1549, July.
    39. Rudebusch, Glenn D, 1998. "Do Measures of Monetary Policy in a VAR Make Sense?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 907-931, November.
    40. Fogel, Robert W, 1994. "Economic Growth, Population Theory, and Physiology: The Bearing of Long-Term Processes on the Making of Economic Policy," American Economic Review, American Economic Association, vol. 84(3), pages 369-395, June.
    41. Philippe Aghion & Steven Durlauf (ed.), 2014. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 2, number 2.
    42. Stephen Knowles & P. Dorian Owen, 1997. "Education and Health in an Effective‐Labour Empirical Growth Model," The Economic Record, The Economic Society of Australia, vol. 73(223), pages 314-328, December.
    43. Hartwig, Jochen, 2010. "Is health capital formation good for long-term economic growth? - Panel Granger-causality evidence for OECD countries," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 314-325, March.
    44. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    45. Berta Rivera & Luis Currais, 1999. "Income Variation and Health Expenditure: Evidence for OECD Countries," Review of Development Economics, Wiley Blackwell, vol. 3(3), pages 258-267, October.
    46. Knowles, Stephen & Owen, P. Dorian, 1995. "Health capital and cross-country variation in income per capita in the Mankiw-Romer-Weil model," Economics Letters, Elsevier, vol. 48(1), pages 99-106, April.
    47. Pedro R.D. Bom & Jenny E. Ligthart, 2014. "What Have We Learned From Three Decades Of Research On The Productivity Of Public Capital?," Journal of Economic Surveys, Wiley Blackwell, vol. 28(5), pages 889-916, December.
    48. A. J. Culyer, 1982. "Public or private health services? A Skeptic's view," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 2(3), pages 386-402.
    49. Knowles, Stephen & Owen, P Dorian, 1997. "Education and Health in an Effective-Labour Empirical Growth Model," The Economic Record, The Economic Society of Australia, vol. 73(223), pages 314-328, December.
    50. Rudebusch, Glenn D, 1998. "Do Measures of Monetary Policy in a VAR Make Sense? A Reply," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(4), pages 943-948, November.
    51. Michael Ball & Anupam Nanda, 2014. "Does Infrastructure Investment Stimulate Building Supply? The Case of the English Regions," Regional Studies, Taylor & Francis Journals, vol. 48(3), pages 425-438, March.
    52. Bloom, David E. & Canning, David & Sevilla, Jaypee, 2004. "The Effect of Health on Economic Growth: A Production Function Approach," World Development, Elsevier, vol. 32(1), pages 1-13, January.
    53. Berta Rivera & Luis Currais, 2003. "The effect of health investment on growth: A causality analysis," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 9(4), pages 312-323, November.
    54. Selma J. Mushkin, 1962. "Health as an Investment," NBER Chapters, in: Investment in Human Beings, pages 129-157, National Bureau of Economic Research, Inc.
    55. Behrman, Jere R, 1996. "The Impact of Health and Nutrition on Education," The World Bank Research Observer, World Bank, vol. 11(1), pages 23-37, February.
    56. Mario Marcel, 2014. "Budgeting for fiscal space and government performance beyond the great recession," OECD Journal on Budgeting, OECD Publishing, vol. 13(2), pages 9-47.
    57. Alfredo Pereira & Jorge Andraz, 2004. "Public highway spending and state spillovers in the USA," Applied Economics Letters, Taylor & Francis Journals, vol. 11(12), pages 785-788.
    58. David E. Bloom & David Canning, 2008. "Population Health and Economic Growth," World Bank Publications - Books, The World Bank Group, number 28036, December.
    59. Alfredo M. Pereira & Jorge M. Andraz, 2003. "On the Impact of Public Investment On the Performance of U.S. Industries," Public Finance Review, , vol. 31(1), pages 66-90, January.
    60. Alfredo M. Pereira & Jorge M. Andraz, 2005. "Public Investment in Transportation Infrastructure and Economic Performance in Portugal," Review of Development Economics, Wiley Blackwell, vol. 9(2), pages 177-196, May.
    61. Amiri, Arshia & Ventelou, Bruno, 2012. "Granger causality between total expenditure on health and GDP in OECD: Evidence from the Toda–Yamamoto approach," Economics Letters, Elsevier, vol. 116(3), pages 541-544.
    62. Rivera, Berta & Currais, Luis, 1999. "Income Variation and Health Expenditure: Evidence for OECD Countries," Review of Development Economics, Wiley Blackwell, vol. 3(3), pages 258-267, October.
    63. Nikiforos Laopodis, 2001. "Effects of government spending on private investment," Applied Economics, Taylor & Francis Journals, vol. 33(12), pages 1563-1577.
    64. Bloom, David E. & Kuhn, Michael & Prettner, Klaus, 2018. "Health and Economic Growth," IZA Discussion Papers 11939, Institute of Labor Economics (IZA).
    65. Selma J. Mushkin, 1962. "Health as an Investment," Journal of Political Economy, University of Chicago Press, vol. 70(5), pages 129-129.
    66. Pereira, Alfredo Marvao & Roca-Sagales, Oriol, 2003. "Erratum to "Spillover effects of public capital formation: evidence from the Spanish regions": [Journal of Urban Economics 53 (2003) 238-256]," Journal of Urban Economics, Elsevier, vol. 54(1), pages 197-197, July.
    67. Alfredo M. Pereira, 2000. "Is All Public Capital Created Equal?," The Review of Economics and Statistics, MIT Press, vol. 82(3), pages 513-518, August.
    68. Alfredo M. Pereira, 2001. "On the Effects of Public Investment on Private Investment: What Crowds in What?," Public Finance Review, , vol. 29(1), pages 3-25, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cuina Zhang & Ruobing Li & Yun Xia & Yixing Yuan & Hasan Dinçer & Serhat Yüksel, 2020. "Analysis of Environmental Activities for Developing Public Health Investments and Policies: A Comparative Study with Structure Equation and Interval Type 2 Fuzzy Hybrid Models," IJERPH, MDPI, vol. 17(6), pages 1-23, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Alfredo Marvão Pereira and Rui Manuel Pereira, 2020. "Infrastructure Investment, Labor Productivity, and International Competitiveness: The Case of Portugal," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 45(2), pages 1-29, June.
    2. Alfredo Marvão Pereira & Rui Manuel Pereira, 2017. "Infrastructure Investment in Portugal and the Traded/Non-Traded Industry Mix," GEE Papers 0078, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Sep 2017.
    3. Alfredo Marvão Pereira & Rui M. Pereira, 2015. "Is All Infrastructure Investment Created Equal? The Case of Portugal," Working Papers 156, Department of Economics, College of William and Mary.
    4. Alfredo Marvão Pereira & Rui Manuel Pereira, 2017. "Why Virtuous Supply-Side Effects and Irrelevant Keynesian Effects are not Foregone Conclusions: What we Learn from an Industry-Level Analysis of Infrastructure Investments in Portugal," GEE Papers 0076, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Aug 2017.
    5. Jochen Hartwig, 2008. "Has Health Capital Formation Cured 'Baumol's Disease'? - Panel Granger Causality Evidence for OECD Countries," KOF Working papers 08-206, KOF Swiss Economic Institute, ETH Zurich.
    6. Alfredo Marvão Pereira & Rui M. Pereira, 2016. "Identifying Priorities in Infrastructure Investment in Portugal," Working Papers 157, Department of Economics, College of William and Mary.
    7. Hartwig, Jochen, 2010. "Is health capital formation good for long-term economic growth? - Panel Granger-causality evidence for OECD countries," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 314-325, March.
    8. Nadide Halıcı-Tülüce & İbrahim Doğan & Cüneyt Dumrul, 2016. "Is income relevant for health expenditure and economic growth nexus?," International Journal of Health Economics and Management, Springer, vol. 16(1), pages 23-49, March.
    9. Husain, Muhammad Jami, 2010. "Contribution of health to economic development: A survey and overview," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 4, pages 1-52.
    10. Alfredo M. Pereira & Jorge M. Andraz, 2013. "On The Economic Effects Of Public Infrastructure Investment: A Survey Of The International Evidence," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 38(4), pages 1-37, December.
    11. Husain, Muhammad Jami, 2009. "Contribution of health to economic development: a survey and overview," Economics Discussion Papers 2009-40, Kiel Institute for the World Economy (IfW Kiel).
    12. Hartwig, Jochen, 2012. "Testing the growth effects of structural change," Structural Change and Economic Dynamics, Elsevier, vol. 23(1), pages 11-24.
    13. Alfredo M. Pereira & Jorge M. Andraz, 2012. "On The Economic Effects Of Investment In Railroad Infrastructures In Portugal," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 37(2), pages 79-107, June.
    14. Erkan Erdil & I. Hakan Yetkiner, 2004. "A Panel Data Approach for Income-Health Causality," Working Papers FNU-47, Research unit Sustainability and Global Change, Hamburg University, revised Apr 2004.
    15. Alberto Bucci & Lorenzo Carbonari & Monia Ranalli & Giovanni Trovato, 2019. "Health and Development," CEIS Research Paper 470, Tor Vergata University, CEIS, revised 24 Mar 2021.
    16. Ward Romp & Jakob De Haan, 2007. "Public Capital and Economic Growth: A Critical Survey," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 8(S1), pages 6-52, April.
    17. Federici, Andrea, 2018. "Il rapporto tra capitale pubblico e altre variabili macroeconomiche: un'applicazione empirica [The relationship between public capital and other macroeconomic variables: an empirical application]," MPRA Paper 88516, University Library of Munich, Germany.
    18. Oliver Fritz & Peter Mayerhofer & Reinhard Haller & Gerhard Streicher & Florian Bachner & Herwig Ostermann, 2013. "Die regionalwirtschaftlichen Effekte der österreichischen Krankenanstalten," WIFO Studies, WIFO, number 46672, April.
    19. Erkan Erdil & I. Hakan Yetkiner, 2009. "The Granger-causality between health care expenditure and output: a panel data approach," Applied Economics, Taylor & Francis Journals, vol. 41(4), pages 511-518.
    20. Federici, Andrea, 2018. "Il rapporto tra capitale pubblico e altre variabili macroeconomiche: analisi della letteratura [The relationship between public capital and other macroeconomic variable: a literature review]," MPRA Paper 88515, University Library of Munich, Germany.

    More about this item

    Keywords

    Health care investment; Economic performance; Industry mix; Vector autoregressive; Portugal;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • E22 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Investment; Capital; Intangible Capital; Capacity
    • H54 - Public Economics - - National Government Expenditures and Related Policies - - - Infrastructures
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe
    • L90 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - General
    • L98 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Government Policy

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:mde:wpaper:0083. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Joana Almodovar (email available below). General contact details of provider: https://edirc.repec.org/data/geegvpt.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.