IDEAS home Printed from https://ideas.repec.org/a/spr/aodasc/v10y2023i3d10.1007_s40745-021-00331-2.html
   My bibliography  Save this article

The Link Between Output Growth and Output Growth Volatility: Barbados

Author

Listed:
  • Terence D. Agbeyegbe

    (Hunter College and The Graduate Center)

Abstract

This article investigates the effect of output volatility on output growth in Barbados, a small island developing state located in the Caribbean, based on data from 1976 through 2018. I conduct the analysis using the Stochastic Volatility in Mean model with time-varying parameters. The evidence suggests that output growth volatility, measured by stochastic volatility, negatively links with output growth at the aggregate level. I also examine disaggregate output data in order to understand this link better. The sectoral evidence suggests a positive link for services, a negative link for manufacturing, and a weak link for agriculture and the industrial sectors.

Suggested Citation

  • Terence D. Agbeyegbe, 2023. "The Link Between Output Growth and Output Growth Volatility: Barbados," Annals of Data Science, Springer, vol. 10(3), pages 787-804, June.
    • Handle: RePEc:spr:aodasc:v:10:y:2023:i:3:d:10.1007_s40745-021-00331-2
    DOI: 10.1007/s40745-021-00331-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40745-021-00331-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s40745-021-00331-2?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Berument, Hakan & Yalcin, Yeliz & Yildirim, Julide, 2009. "The effect of inflation uncertainty on inflation: Stochastic volatility in mean model within a dynamic framework," Economic Modelling, Elsevier, vol. 26(6), pages 1201-1207, November.
    2. Wen-Shwo Fang & Stephen M. Miller, 2008. "The Great Moderation and The Relationship between Output Growth and Its Volatility," Southern Economic Journal, John Wiley & Sons, vol. 74(3), pages 819-838, January.
    3. Haroon Mumtaz & Francesco Zanetti, 2013. "The Impact of the Volatility of Monetary Policy Shocks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(4), pages 535-558, June.
    4. Aizenman, Joshua & Marion, Nancy P, 1993. "Policy Uncertainty, Persistence and Growth," Review of International Economics, Wiley Blackwell, vol. 1(2), pages 145-163, June.
    5. Ramey, Garey & Ramey, Valerie A, 1995. "Cross-Country Evidence on the Link between Volatility and Growth," American Economic Review, American Economic Association, vol. 85(5), pages 1138-1151, December.
    6. McCausland, William J. & Miller, Shirley & Pelletier, Denis, 2011. "Simulation smoothing for state-space models: A computational efficiency analysis," Computational Statistics & Data Analysis, Elsevier, vol. 55(1), pages 199-212, January.
    7. Speight, Alan E H, 1999. "UK Output Variability and Growth: Some Further Evidence," Scottish Journal of Political Economy, Scottish Economic Society, vol. 46(2), pages 175-184, May.
    8. King, Robert G. & Plosser, Charles I. & Rebelo, Sergio T., 1988. "Production, growth and business cycles : II. New directions," Journal of Monetary Economics, Elsevier, vol. 21(2-3), pages 309-341.
    9. Joshua C. C. Chan, 2017. "The Stochastic Volatility in Mean Model With Time-Varying Parameters: An Application to Inflation Modeling," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 35(1), pages 17-28, January.
    10. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-1370, November.
    11. Timothy Cogley & Giorgio E. Primiceri & Thomas J. Sargent, 2010. "Inflation-Gap Persistence in the US," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 43-69, January.
    12. Joshua C. C. Chan & Gary Koop & Simon M. Potter, 2013. "A New Model of Trend Inflation," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(1), pages 94-106, January.
    13. Siem Jan Koopman & Eugenie Hol Uspensky, 2002. "The stochastic volatility in mean model: empirical evidence from international stock markets," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(6), pages 667-689, December.
    14. Berument, M. Hakan & Dincer, N. Nergiz & Mustafaoglu, Zafer, 2012. "Effects of growth volatility on economic performance – Empirical evidence from Turkey," European Journal of Operational Research, Elsevier, vol. 217(2), pages 351-356.
    15. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    16. James H. Stock & Mark W. Watson, 2007. "Erratum to "Why Has U.S. Inflation Become Harder to Forecast?"," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(7), pages 1849-1849, October.
    17. Wen‐Shwo Fang & Stephen M. Miller, 2008. "The Great Moderation and the Relationship between Output Growth and Its Volatility," Southern Economic Journal, John Wiley & Sons, vol. 74(3), pages 819-838, January.
    18. Ben S. Bernanke, 1983. "Irreversibility, Uncertainty, and Cyclical Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 85-106.
    19. James H. Stock & Mark W. Watson, 2007. "Erratum to “Why Has U.S. Inflation Become Harder to Forecast?”," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(7), pages 1849-1849, October.
    20. Imbs, Jean, 2007. "Growth and volatility," Journal of Monetary Economics, Elsevier, vol. 54(7), pages 1848-1862, October.
    21. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    22. Desa Daba Fufa & Belianeh Legesse Zeleke, 2018. "Forecasting the Volatility of Ethiopian Birr/Euro Exchange Rate Using Garch-Type Models," Annals of Data Science, Springer, vol. 5(4), pages 529-547, December.
    23. J. Durbin, 2002. "A simple and efficient simulation smoother for state space time series analysis," Biometrika, Biometrika Trust, vol. 89(3), pages 603-616, August.
    24. King, Robert G. & Plosser, Charles I. & Rebelo, Sergio T., 1988. "Production, growth and business cycles : I. The basic neoclassical model," Journal of Monetary Economics, Elsevier, vol. 21(2-3), pages 195-232.
    25. Grier, Kevin B. & Perry, Mark J., 1998. "On inflation and inflation uncertainty in the G7 countries," Journal of International Money and Finance, Elsevier, vol. 17(4), pages 671-689, August.
    26. Koop, Gary & Leon-Gonzalez, Roberto & Strachan, Rodney W., 2010. "Dynamic Probabilities of Restrictions in State Space Models: An Application to the Phillips Curve," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(3), pages 370-379.
    27. Chan, Joshua C.C., 2013. "Moving average stochastic volatility models with application to inflation forecast," Journal of Econometrics, Elsevier, vol. 176(2), pages 162-172.
    28. Roland Craigwell & Mahalia Jackman & Winston Moore, 2010. "Economic volatility and remittances," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 9(1), pages 25-42, April.
    29. Lucas, Robert Jr., 1972. "Expectations and the neutrality of money," Journal of Economic Theory, Elsevier, vol. 4(2), pages 103-124, April.
    30. Wesley Clair Mitchell, 1927. "Business Cycles: The Problem and Its Setting," NBER Books, National Bureau of Economic Research, Inc, number mitc27-1, March.
    31. Grier, Kevin B. & Tullock, Gordon, 1989. "An empirical analysis of cross-national economic growth, 1951-1980," Journal of Monetary Economics, Elsevier, vol. 24(2), pages 259-276, September.
    32. James H. Stock & Mark W. Watson, 2007. "Why Has U.S. Inflation Become Harder to Forecast?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(s1), pages 3-33, February.
    33. Serdar Varlik & Volkan Ulke & Hakan Berument, 2017. "The time-varying effect of inflation uncertainty on inflation for Turkey," Applied Economics Letters, Taylor & Francis Journals, vol. 24(13), pages 961-967, July.
    34. Caporale, Tony & McKiernan, Barbara, 1996. "The Relationship between Output Variability and Growth: Evidence from Post War UK Data," Scottish Journal of Political Economy, Scottish Economic Society, vol. 43(2), pages 229-236, May.
    35. repec:mcb:jmoncb:v:45:y:2013:i::p:535-558 is not listed on IDEAS
    36. Dimitrios Bakas & Georgios Chortareas & Georgios Magkonis, 2019. "Volatility and growth: a not so straightforward relationship," Oxford Economic Papers, Oxford University Press, vol. 71(4), pages 874-907.
    37. Kormendi, Roger C. & Meguire, Philip G., 1985. "Macroeconomic determinants of growth: Cross-country evidence," Journal of Monetary Economics, Elsevier, vol. 16(2), pages 141-163, September.
    38. Roland Craigwell & Mahalia Jackman & Winston Moore, 2010. "Economic volatility and remittances," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 9(1), pages 25-42, April.
    39. Richard Kneller & Garry Young, 2001. "Business Cycle Volatility, Uncertainty and Long‐run Growth," Manchester School, University of Manchester, vol. 69(5), pages 534-552, October.
    40. Agbeyegbe, Terence D., 2020. "Bayesian analysis of output gap in Barbados," Latin American Journal of Central Banking (previously Monetaria), Elsevier, vol. 1(1).
    41. Edmund S. Phelps, 1968. "Money-Wage Dynamics and Labor-Market Equilibrium," Journal of Political Economy, University of Chicago Press, vol. 76, pages 678-678.
    42. John W. Dawson, 2015. "The Empirical Volatility-Growth Relationship: Is Economic Freedom the Missing Link?," Journal of Private Enterprise, The Association of Private Enterprise Education, vol. 30(Summer 20), pages 61-82.
    43. Engle, Robert F & Lilien, David M & Robins, Russell P, 1987. "Estimating Time Varying Risk Premia in the Term Structure: The Arch-M Model," Econometrica, Econometric Society, vol. 55(2), pages 391-407, March.
    44. James M. Tien, 2017. "Internet of Things, Real-Time Decision Making, and Artificial Intelligence," Annals of Data Science, Springer, vol. 4(2), pages 149-178, June.
    45. Briguglio, Lino, 1995. "Small island developing states and their economic vulnerabilities," World Development, Elsevier, vol. 23(9), pages 1615-1632, September.
    46. Victor Zarnowitz & Geoffrey H. Moore, 1986. "Major Changes in Cyclical Behavior," NBER Chapters, in: The American Business Cycle: Continuity and Change, pages 519-582, National Bureau of Economic Research, Inc.
    47. Fountas, Stilianos & Karanasos, Menelaos, 2006. "The relationship between economic growth and real uncertainty in the G3," Economic Modelling, Elsevier, vol. 23(4), pages 638-647, July.
    48. Volkan Ülke & Serdar Varlik & M. Hakan Berument, 2019. "The effect of output growth volatility on output growth: empirical evidence from Turkey," Applied Economics Letters, Taylor & Francis Journals, vol. 26(6), pages 522-531, March.
    49. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
    50. Wesley Clair Mitchell, 1927. "Introductory pages to "Business Cycles: The Problem and Its Setting"," NBER Chapters, in: Business Cycles: The Problem and Its Setting, pages -23, National Bureau of Economic Research, Inc.
    51. Suellen Teixeira Zavadzki de Pauli & Mariana Kleina & Wagner Hugo Bonat, 2020. "Comparing Artificial Neural Network Architectures for Brazilian Stock Market Prediction," Annals of Data Science, Springer, vol. 7(4), pages 613-628, December.
    52. James H. Stock & Mark W. Watson, 2007. "Why Has U.S. Inflation Become Harder to Forecast?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(s1), pages 3-33, February.
    Full references (including those not matched with items on IDEAS)

    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. Mehmet Balcilar & Zeynel Abidin Ozdemir, 2020. "A re-examination of growth and growth uncertainty relationship in a stochastic volatility in the mean model with time-varying parameters," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 47(3), pages 611-641, August.
    2. Dimitrios Bakas & Georgios Chortareas & Georgios Magkonis, 2019. "Volatility and growth: a not so straightforward relationship," Oxford Economic Papers, Oxford University Press, vol. 71(4), pages 874-907.
    3. Pinar Deniz & Thanasis Stengos & M. Ege Yazgan, 2021. "Revisiting the link between output growth and volatility: panel GARCH analysis," Empirical Economics, Springer, vol. 61(2), pages 743-771, August.
    4. Don Bredin & Stilianos Fountas & Christos Savva, 2021. "Is British output growth related to its uncertainty? Evidence using eight centuries of data," Scottish Journal of Political Economy, Scottish Economic Society, vol. 68(3), pages 345-364, July.
    5. Joshua C. C. Chan, 2017. "The Stochastic Volatility in Mean Model With Time-Varying Parameters: An Application to Inflation Modeling," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 35(1), pages 17-28, January.
    6. Balaji Bathmanaban & Raja Sethu Durai S & Ramachandran M, 2017. "The relationship between Output Uncertainty and Economic Growth-Evidence from India," Economics Bulletin, AccessEcon, vol. 37(4), pages 2680-2691.
    7. Stilianos Fountas & Menelaos Karanasos, 2008. "Are economic growth and the variability of the business cycle related? Evidence from five European countries," International Economic Journal, Taylor & Francis Journals, vol. 22(4), pages 445-459.
    8. Jiranyakul, Komain, 2011. "The Link between Output Growth and Output Volatility in Five Crisis-Affected Asian Countries," MPRA Paper 46068, University Library of Munich, Germany.
    9. Wen‐Shwo Fang & Stephen M. Miller, 2008. "The Great Moderation and the Relationship between Output Growth and Its Volatility," Southern Economic Journal, John Wiley & Sons, vol. 74(3), pages 819-838, January.
    10. K Blackburn & A Pelloni, 2001. "On the Relationship Between Growth and Volatility in Learning-by-Doing Economies," Centre for Growth and Business Cycle Research Discussion Paper Series 01, Economics, The University of Manchester.
    11. Amélie Charles & Olivier Darné, 2021. "Econometric history of the growth–volatility relationship in the USA: 1919–2017," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 15(2), pages 419-442, May.
    12. Ragchaasuren, Galindev, 2005. "The Relationship between Growth and Volatility under Alternative Shocks," Economics Discussion Papers 9980, University of Essex, Department of Economics.
    13. Mallick Debdulal, 2019. "The growth-volatility relationship redux: what does volatility decomposition tell?," The B.E. Journal of Macroeconomics, De Gruyter, vol. 19(2), pages 1-20, June.
    14. Lemoine, M. & Mougin, C., 2010. "The Growth-Volatility Relationship: New Evidence Based on Stochastic Volatility in Mean Models," Working papers 285, Banque de France.
    15. Roberto Ezcurra & Vicente Rios, 2015. "Volatility and Regional Growth in Europe: Does Space Matter?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 10(3), pages 344-368, September.
    16. Berument, M. Hakan & Dincer, N. Nergiz & Mustafaoglu, Zafer, 2012. "Effects of growth volatility on economic performance – Empirical evidence from Turkey," European Journal of Operational Research, Elsevier, vol. 217(2), pages 351-356.
    17. Don Bredin & Stilianos Fountas, 2005. "Macroeconomic Uncertainty And Macroeconomic Performance: Are They Related?," Manchester School, University of Manchester, vol. 73(s1), pages 58-76, September.
    18. WenShwo Fang & Stephen M. Miller & ChunShen Lee, 2008. "Cross‐Country Evidence On Output Growth Volatility: Nonstationary Variance And Garch Models," Scottish Journal of Political Economy, Scottish Economic Society, vol. 55(4), pages 509-541, September.
    19. Don Bredin & Stilianos Fountas, 2008. "Macroeconomic Uncertainty and Performance in the European Union and Implications for the objectives of Monetary Policy," Discussion Paper Series 2008_01, Department of Economics, University of Macedonia, revised Jan 2008.
    20. Joshua C.C. Chan & Rodney W. Strachan, 2023. "Bayesian State Space Models In Macroeconometrics," Journal of Economic Surveys, Wiley Blackwell, vol. 37(1), pages 58-75, February.

    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:spr:aodasc:v:10:y:2023:i:3:d:10.1007_s40745-021-00331-2. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.