IDEAS home Printed from https://ideas.repec.org/a/spr/jecfin/v43y2019i1d10.1007_s12197-018-9430-5.html
   My bibliography  Save this article

The impact of inflation rate on stock market returns: evidence from Kenya

Author

Listed:
  • Donald A. Otieno

    (University of Nairobi)

  • Rose W. Ngugi

    (University of Nairobi)

  • Peter W. Muriu

    (University of Nairobi)

Abstract

This study examined the stochastic properties of inflation rate, stock market returns and their cointegrating residuals using monthly data for the period 1993 to 2015. The Autoregressive Fractionally Integrated Moving Average (ARFIMA)-based exact maximum likelihood estimation was employed to determine the integration orders of the individual variables as well as the cointegrating residuals. Results from the ARFIMA model indicate that the month-on-month inflation rate, year-on-year inflation rate and stock market returns have non-integer orders of integration. This is inconsistent with the stationary/nonstationary results often obtained from the conventional unit root tests and implies that any shocks to the variables are highly persistent but eventually disappear. The results also reveal that the cointegrating residuals have non-integer orders of integration, suggesting that deviations from the long run equilibrium are prolonged, contrary to the assumption held under the conventional cointegration framework. The Fractionally Integrated Error Correction Model (FIECM) reveals that the year-on-year inflation rate positively granger causes stock market returns. This supports Fisher Effect and implies that stock market returns in Kenya provide shelter against inflationary pressures. This is the first study to empirically examine fractional cointegration and ARFIMA-based Granger Causality between inflation rate and stock market returns in Kenya.

Suggested Citation

  • Donald A. Otieno & Rose W. Ngugi & Peter W. Muriu, 2019. "The impact of inflation rate on stock market returns: evidence from Kenya," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 43(1), pages 73-90, January.
  • Handle: RePEc:spr:jecfin:v:43:y:2019:i:1:d:10.1007_s12197-018-9430-5
    DOI: 10.1007/s12197-018-9430-5
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12197-018-9430-5
    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/s12197-018-9430-5?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. Paul Alagidede & Theodore Panagiotidis, 2010. "Can common stocks provide a hedge against inflation? Evidence from African countries," Review of Financial Economics, John Wiley & Sons, vol. 19(3), pages 91-100, August.
    2. L. A. Gil‐Alana, 2001. "Testing Stochastic Cycles in Macroeconomic Time Series," Journal of Time Series Analysis, Wiley Blackwell, vol. 22(4), pages 411-430, July.
    3. Haruna Issahaku & Yazidu Ustarz & Paul Bata Domanban, 2013. "Macroeconomic Variables and Stock Market Returns in Ghana: Any Causal Link?," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(8), pages 1044-1062.
    4. Granger, Clive W. J. & Hyung, Namwon, 2004. "Occasional structural breaks and long memory with an application to the S&P 500 absolute stock returns," Journal of Empirical Finance, Elsevier, vol. 11(3), pages 399-421, June.
    5. Burcu Kiran, 2011. "Fractional Cointegration Relationship between Oil Prices and Stock Markets: An Empirical Analysis from G7 Countries," Prague Economic Papers, Prague University of Economics and Business, vol. 2011(2), pages 177-189.
    6. Fama, Eugene F, 1981. "Stock Returns, Real Activity, Inflation, and Money," American Economic Review, American Economic Association, vol. 71(4), pages 545-565, September.
    7. Emmanuel Anoruo & Luis Gil-Alana, 2011. "Mean reversion and long memory in African stock market prices," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 35(3), pages 296-308, July.
    8. John Okunev & Patrick J. Wilson, 1997. "Using Nonlinear Tests to Examine Integration Between Real Estate and Stock Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 25(3), pages 487-503, September.
    9. Caporin, Massimiliano & Ranaldo, Angelo & Santucci de Magistris, Paolo, 2013. "On the predictability of stock prices: A case for high and low prices," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5132-5146.
    10. Geske, Robert & Roll, Richard, 1983. "The Fiscal and Monetary Linkage between Stock Returns and Inflation," Journal of Finance, American Finance Association, vol. 38(1), pages 1-33, March.
    11. Haruna Issahaku & Yazidu Uztarz & Paul Bata Domanban, 2013. "Macroeconomic Variables and Stock Market Returns in Ghana: Any Causal Link?," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 3(8), pages 1044-1062, August.
    12. Goodness C. Aye & Mehmet Balcilar & Rangan Gupta & Nicholas Kilimani & Amandine Nakumuryango & Siobhan Redford, 2012. "Predicting BRICS Stock Returns Using ARFIMA Models," Working Papers 201235, University of Pretoria, Department of Economics.
    13. Rushdi, Mustabshira & Kim, Jae H. & Silvapulle, Param, 2012. "ARDL bounds tests and robust inference for the long run relationship between real stock returns and inflation in Australia," Economic Modelling, Elsevier, vol. 29(3), pages 535-543.
    14. Chen, Nai-Fu & Roll, Richard & Ross, Stephen A, 1986. "Economic Forces and the Stock Market," The Journal of Business, University of Chicago Press, vol. 59(3), pages 383-403, July.
    15. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    16. Kim, Jae H. & Ryoo, Heajin H., 2011. "Common stocks as a hedge against inflation: Evidence from century-long US data," Economics Letters, Elsevier, vol. 113(2), pages 168-171.
    17. Charles Komla Adjasi & Charles Amo Yartey, 2007. "Stock Market Development in Sub-Saharan Africa: Critical Issues and Challenges," IMF Working Papers 2007/209, International Monetary Fund.
    18. Gupta, Rangan & Modise, Mampho P., 2013. "Macroeconomic Variables and South African Stock Return Predictability," Economic Modelling, Elsevier, vol. 30(C), pages 612-622.
    19. Pierre-Cyrille Hautcoeur, 2006. "Why and how to measure stock market fluctuations? The early history of stock market indices, with special reference to the French case," PSE Working Papers halshs-00590522, HAL.
    20. Borja Balparda & Guglielmo Maria Caporale & Luis A. Gil-Alana, 2015. "The Kenyan stock market: inefficiency, long memory, persistence and anomalies in the NSE-20," African Journal of Economic and Sustainable Development, Inderscience Enterprises Ltd, vol. 4(3), pages 254-277.
    21. Mohamed Essaied Hamrita & Abdelkader Trifi, 2011. "The Relationship between Interest Rate, Exchange Rate and Stock Price: A Wavelet Analysis," International Journal of Economics and Financial Issues, Econjournals, vol. 1(4), pages 220-228.
    22. Cheung, Yin-Wong & Lai, Kon S, 1993. "A Fractional Cointegration Analysis of Purchasing Power Parity," Journal of Business & Economic Statistics, American Statistical Association, vol. 11(1), pages 103-112, January.
    23. Gilles Teyssière & Alan P. Kirman (ed.), 2007. "Long Memory in Economics," Springer Books, Springer, number 978-3-540-34625-8, June.
    24. Syed Tehseen JAWAID & Anwar Ul HAQ, 2012. "Effects of interest rate, exchange rate and their volatilities on stock prices: evidence from banking industry of Pakistan," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(8(573)), pages 153-166, August.
    25. C. W. J. Granger & Roselyne Joyeux, 1980. "An Introduction To Long‐Memory Time Series Models And Fractional Differencing," Journal of Time Series Analysis, Wiley Blackwell, vol. 1(1), pages 15-29, January.
    26. Karam Pal & Ruhee Mittal, 2011. "Impact of macroeconomic indicators on Indian capital markets," Journal of Risk Finance, Emerald Group Publishing, vol. 12(2), pages 84-97, March.
    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. Gil-Alana, Luis A. & Infante, Juan & Martín-Valmayor, Miguel Angel, 2023. "Persistence and long run co-movements across stock market prices," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 347-357.

    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. Donald A. Otieno & Rose W. Ngugi & Nelson H. W. Wawire, 2017. "Effects of Interest Rate on Stock Market Returns in Kenya," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 9(8), pages 40-50, August.
    2. Ruqayya Aljifri, 2020. "The Macroeconomy, Oil and the Stock Market: A Multiple Equation Time Series Analysis of Saudi Arabia," Economics Discussion Papers em-dp2020-27, Department of Economics, University of Reading.
    3. Tiwari, Aviral Kumar & Dar, Arif Billah & Bhanja, Niyati & Arouri, Mohamed & Teulon, Frédéric, 2015. "Stock returns and inflation in Pakistan," Economic Modelling, Elsevier, vol. 47(C), pages 23-31.
    4. Kim Liow & Haishan Yang, 2005. "Long-Term Co-Memories and Short-Run Adjustment: Securitized Real Estate and Stock Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 31(3), pages 283-300, November.
    5. Gupta, Rakesh & Yuan, Tian & Roca, Eduardo, 2016. "Linkages between the ADR market and home country macroeconomic fundamentals: Evidence in the context of the BRICs," International Review of Financial Analysis, Elsevier, vol. 45(C), pages 230-239.
    6. Arnold, Stephan & Auer, Benjamin R., 2015. "What do scientists know about inflation hedging?," The North American Journal of Economics and Finance, Elsevier, vol. 34(C), pages 187-214.
    7. Joseph Emmanuel Tetteh & Anthony Amoah & Deodat Emilson Adenutsi, 2019. "Drivers of Stock Market Returns in Sub-Saharan Africa: Evidence from Selected Countries," Asian Development Policy Review, Asian Economic and Social Society, vol. 7(3), pages 191-208, September.
    8. Noor Ghazali & Shamshubariah Ramlee, 2003. "A long memory test of the long-run Fisher effect in the G7 countries," Applied Financial Economics, Taylor & Francis Journals, vol. 13(10), pages 763-769.
    9. Bampinas, Georgios & Panagiotidis, Theodore, 2016. "Hedging inflation with individual US stocks: A long-run portfolio analysis," The North American Journal of Economics and Finance, Elsevier, vol. 37(C), pages 374-392.
    10. Guglielmo Maria Caporale & Luis A. Gil‐Alana, 2004. "Fractional cointegration and real exchange rates," Review of Financial Economics, John Wiley & Sons, vol. 13(4), pages 327-340.
    11. repec:ipg:wpaper:2014-108 is not listed on IDEAS
    12. Alexander Schätz, 2010. "Macroeconomic Effects on Emerging Market Sector Indices," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 9(2), pages 131-169, August.
    13. Mighri, Zouheir & Ragoubi, Hanen & Sarwar, Suleman & Wang, Yihan, 2022. "Quantile Granger causality between US stock market indices and precious metal prices," Resources Policy, Elsevier, vol. 76(C).
    14. Konrad Farrugia & Janice Duca & Peter J. Baldacchino & Simon Grima, 2021. "The Relationship between Inflation and Stock Returns in a Small Island State: An Analysis," International Journal of Finance, Insurance and Risk Management, International Journal of Finance, Insurance and Risk Management, vol. 11(2), pages 51-78.
    15. Osman Karamustafa & Yakup Kucukkale, 2003. "Long Run Relationships between Stock Market Returns and Macroeconomic Performance: Evidence from Turkey," Finance 0309010, University Library of Munich, Germany.
    16. Niyati Bhanja & Arif Billah Dar, 2019. "Stock returns and inflation: a tale of two periods in India," Economic Change and Restructuring, Springer, vol. 52(4), pages 413-438, November.
    17. K. Chaudhuri & S. Smiles, 2004. "Stock market and aggregate economic activity: evidence from Australia," Applied Financial Economics, Taylor & Francis Journals, vol. 14(2), pages 121-129.
    18. Yu Hsing, 2011. "The Stock Market and Macroeconomic Variables in a BRICS Country and Policy Implications," International Journal of Economics and Financial Issues, Econjournals, vol. 1(1), pages 12-18.
    19. Anyiwe, Mercy Ada & Sunday Osahon Igbinedion, 2015. "Stock Returns, Inflation and the “Reverse Causality†Hypothesis: Evidence from Nigeria," International Journal of Research in Business and Social Science (2147-4478), Center for the Strategic Studies in Business and Finance, vol. 4(1), pages 32-50, January.
    20. R. Gopinathan & S. Raja Sethu Durai, 2019. "Stock market and macroeconomic variables: new evidence from India," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-17, December.
    21. Somayeh Madadpour & Mohsen Asgari, 2019. "The puzzling relationship between stocks return and inflation: a review article," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 66(2), pages 115-145, June.

    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:jecfin:v:43:y:2019:i:1:d:10.1007_s12197-018-9430-5. 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.