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What drives household inflation expectations in South Africa? Demographics and anchoring under inflation targeting

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  • Stan Du Plessis
  • Monique Reid
  • Pierre Siklos

Abstract

This paper examines the demographic determinants of inflation expectations in South Africa. Five surveys covering the period 2006-2016, and consisting of over 12000 observations were empirically examined using time series, cross-sectional, censored and quantile regressions. We assess whether factors such as gender, income, education, race and age, impact one year ahead inflation expectations. In doing so we uncover clear behavioural biases in how respondents view the inflation outlook. For example, education and income tend to be inversely related to inflation expectations. This is consistent with the literature although we observe significant changes over time that many other surveys are unable to uncover. In addition, it seems that inflation expectations respond to recently observed inflation. Unlike other studies, younger individuals have lower inflation expectations and we conjecture that the adoption of inflation targeting in South Africa played a role. Finally, we find that demographic characteristics interact with communication by the South African Reserve Bank, as well whether inflation is rising or falling. These are two additional novel features of the analysis.

Suggested Citation

  • Stan Du Plessis & Monique Reid & Pierre Siklos, 2018. "What drives household inflation expectations in South Africa? Demographics and anchoring under inflation targeting," CAMA Working Papers 2018-48, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  • Handle: RePEc:een:camaaa:2018-48
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    1. Monique Reid, 2009. "Isolating A Measure Of Inflation Expectations For The South African Financial Market Using Forward Interest Rates," South African Journal of Economics, Economic Society of South Africa, vol. 77(3), pages 399-413, September.
    2. repec:fip:fedgfn:2015-05-26 is not listed on IDEAS
    3. Pesaran, M. Hashem & Weale, Martin, 2006. "Survey Expectations," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 1, chapter 14, pages 715-776, Elsevier.
    4. John B. Taylor, 2014. "Inflation Targeting In Emerging Markets: The Global Experience," Economics Working Papers 14112, Hoover Institution, Stanford University.
    5. Siklos, Pierre L., 2013. "Sources of disagreement in inflation forecasts: An international empirical investigation," Journal of International Economics, Elsevier, vol. 90(1), pages 218-231.
    6. Olivier Coibion & Yuriy Gorodnichenko, 2015. "Is the Phillips Curve Alive and Well after All? Inflation Expectations and the Missing Disinflation," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 197-232, January.
    7. Stephen Hansen & Michael McMahon & Andrea Prat, 2018. "Transparency and Deliberation Within the FOMC: A Computational Linguistics Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(2), pages 801-870.
    8. Alan S. Blinder & Michael Ehrmann & Marcel Fratzscher & Jakob De Haan & David-Jan Jansen, 2008. "Central Bank Communication and Monetary Policy: A Survey of Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 46(4), pages 910-945, December.
    9. N. Gregory Mankiw & Ricardo Reis & Justin Wolfers, 2004. "Disagreement about Inflation Expectations," NBER Chapters, in: NBER Macroeconomics Annual 2003, Volume 18, pages 209-270, National Bureau of Economic Research, Inc.
    10. Paul Hubert & Fabien Labondance, 2016. "Central Bank Sentiment and Policy Expectations," Sciences Po publications 2016-29, Sciences Po.
    11. Jan-Egbert Sturm & Jakob Haan, 2011. "Does central bank communication really lead to better forecasts of policy decisions? New evidence based on a Taylor rule model for the ECB," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 147(1), pages 41-58, April.
    12. William A. Branch, 2004. "The Theory of Rationally Heterogeneous Expectations: Evidence from Survey Data on Inflation Expectations," Economic Journal, Royal Economic Society, vol. 114(497), pages 592-621, July.
    13. Roger Koenker, 2017. "Quantile regression 40 years on," CeMMAP working papers CWP36/17, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    14. Nicholas A. Burk & Melanie Josselyn & Ellen E. Meade, 2015. "The FOMC Meeting Minutes: An Assessment of Counting Words and the Diversity of Views," FEDS Notes 2015-05-26-2, Board of Governors of the Federal Reserve System (U.S.).
    15. Steve Brito & Mr. Yan Carriere-Swallow & Bertrand Gruss, 2018. "Disagreement about Future Inflation: Understanding the Benefits of Inflation Targeting and Transparency," IMF Working Papers 2018/024, International Monetary Fund.
    16. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731.
    17. Olivier Armantier & Wändi Bruine de Bruin & Giorgio Topa & Wilbert van der Klaauw & Basit Zafar, 2015. "Inflation Expectations And Behavior: Do Survey Respondents Act On Their Beliefs?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(2), pages 505-536, May.
    18. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    19. Keane, Michael P & Runkle, David E, 1990. "Testing the Rationality of Price Forecasts: New Evidence from Panel Data," American Economic Review, American Economic Association, vol. 80(4), pages 714-735, September.
    20. Alan K. Detmeister & David E. Lebow & Ekaterina V. Peneva, 2016. "Inflation Perceptions and Inflation Expectations," FEDS Notes 2016-12-05-2, Board of Governors of the Federal Reserve System (U.S.).
    21. Balke, Nathan S & Fomby, Thomas B, 1994. "Large Shocks, Small Shocks, and Economic Fluctuations: Outliers in Macroeconomic Time Series," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(2), pages 181-200, April-Jun.
    22. Carin van der Cruijsen & David-Jan Jansen & Jakob de Haan, 2015. "How Much Does the Public Know about the ECB’s Monetary Policy? Evidence from a Survey of Dutch Households," International Journal of Central Banking, International Journal of Central Banking, vol. 11(4), pages 169-218, December.
    23. Saten Kumar & Hassan Afrouzi & Olivier Coibion & Yuriy Gorodnichenko, 2015. "Inflation Targeting Does Not Anchor Inflation Expectations: Evidence from Firms in New Zealand," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(2 (Fall)), pages 151-225.
    24. Menz, Jan-Oliver & Poppitz, Philipp, 2013. "Households' disagreement on inflation expectations and socioeconomic media exposure in Germany," Discussion Papers 27/2013, Deutsche Bundesbank.
    25. Michael F. Bryan & Guhan Venkatu, 2001. "The demographics of inflation opinion surveys," Economic Commentary, Federal Reserve Bank of Cleveland, issue Oct.
    26. Hori, Masahiro & 堀, 雅博 & Kawagoe, Masaaki, 2013. "Inflation Expectations Of Japanese Households: Micro Evidence From A Consumer Confidence Survey," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 54(1), pages 17-38, June.
    27. Soderlind, Paul & Svensson, Lars, 1997. "New techniques to extract market expectations from financial instruments," Journal of Monetary Economics, Elsevier, vol. 40(2), pages 383-429, October.
    28. Alan S. Blinder & Michael Ehrmann & Marcel Fratzscher & Jakob De Haan & David-Jan Jansen, 2008. "Central Bank Communication and Monetary Policy: A Survey of Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 46(4), pages 910-945, December.
    29. Christopher D. Carroll, 2003. "Macroeconomic Expectations of Households and Professional Forecasters," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 269-298.
    30. Bruine de Bruin, Wändi & van der Klaauw, Wilbert & van Rooij, Maarten & Teppa, Federica & de Vos, Klaas, 2017. "Measuring expectations of inflation: Effects of survey mode, wording, and opportunities to revise," Journal of Economic Psychology, Elsevier, vol. 59(C), pages 45-58.
    31. Souleles, Nicholas S, 2004. "Expectations, Heterogeneous Forecast Errors, and Consumption: Micro Evidence from the Michigan Consumer Sentiment Surveys," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(1), pages 39-72, February.
    32. repec:pri:cepsud:161blinder is not listed on IDEAS
    33. repec:hal:spmain:info:hdl:2441/64veevce0i99oav223j3pkv1hf is not listed on IDEAS
    34. Stekler, Herman & Symington, Hilary, 2016. "Evaluating qualitative forecasts: The FOMC minutes, 2006–2010," International Journal of Forecasting, Elsevier, vol. 32(2), pages 559-570.
    35. Leslie McGranahan & Maude Toussaint-Comeau, 2006. "Variations in consumer sentiment across demographic groups," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 30(Q I), pages 19-38.
    36. Sreyoshi Das & Camelia M Kuhnen & Stefan Nagel, 2020. "Socioeconomic Status and Macroeconomic Expectations," The Review of Financial Studies, Society for Financial Studies, vol. 33(1), pages 395-432.
    37. Jonung, Lars, 1981. "Perceived and Expected Rates of Inflation in Sweden," American Economic Review, American Economic Association, vol. 71(5), pages 961-968, December.
    38. Monique Reid & Pierre Siklos, 2020. "Building Credibility and Influencing Expectations The Evolution of Central Bank Communication," Working Papers 10144, South African Reserve Bank.
    39. Malmendier, Ulrike & Nagel, Stefan & Yan, Zhen, 2021. "The making of hawks and doves," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 19-42.
    40. Andrew T. Levin & Fabio M. Natalucci & Jeremy M. Piger, 2004. "The macroeconomic effects of inflation targeting," Review, Federal Reserve Bank of St. Louis, vol. 86(Jul), pages 51-80.
    41. Laurent E. Calvet & John Y. Campbell & Paolo Sodini, 2009. "Measuring the Financial Sophistication of Households," American Economic Review, American Economic Association, vol. 99(2), pages 393-398, May.
    42. Branch, William A., 2007. "Sticky information and model uncertainty in survey data on inflation expectations," Journal of Economic Dynamics and Control, Elsevier, vol. 31(1), pages 245-276, January.
    43. Dean Croushore, 1998. "Evaluating inflation forecasts," Working Papers 98-14, Federal Reserve Bank of Philadelphia.
    44. Friedrich Fritzer & Fabio Rumler, 2015. "Determinants of Inflation Perceptions and Expectations: an Empirical Analysis for Austria," Monetary Policy & the Economy, Oesterreichische Nationalbank (Austrian Central Bank), issue 1, pages 11-26.
    45. Roger Koenker, 2017. "Quantile Regression: 40 Years On," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 155-176, September.
    46. Coibion, Olivier & Gorodnichenko, Yuriy & Kumar, Saten & Pedemonte, Mathieu, 2020. "Inflation expectations as a policy tool?," Journal of International Economics, Elsevier, vol. 124(C).
    47. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, September.
    48. Binder, Carola Conces, 2015. "Whose expectations augment the Phillips curve?," Economics Letters, Elsevier, vol. 136(C), pages 35-38.
    49. Ivan Faiella, 2010. "The use of survey weights in regression analysis," Temi di discussione (Economic working papers) 739, Bank of Italy, Economic Research and International Relations Area.
    50. David G. Blanchflower & Conall MacCoille, 2009. "The formation of inflation expectations: an empirical analysis for the UK," NBER Working Papers 15388, National Bureau of Economic Research, Inc.
    51. Olivier Armantier & Wändi Bruine de Bruin & Giorgio Topa & Wilbert Klaauw & Basit Zafar, 2015. "Inflation Expectations And Behavior: Do Survey Respondents Act On Their Beliefs?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56, pages 505-536, May.
    52. Ulrike Malmendier & Stefan Nagel, 2016. "Learning from Inflation Experiences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(1), pages 53-87.
    53. Michael Ehrmann & Michael Ziegelmeyer, 2017. "Mortgage Choice in the Euro Area: Macroeconomic Determinants and the Effect of Monetary Policy on Debt Burdens," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 49(2-3), pages 469-494, March.
    54. Shusaku Nishiguchi & Jouchi Nakajima & Kei Imakubo, 2014. "Disagreement in households' inflation expectations and its evolution," Bank of Japan Review Series 14-E-1, Bank of Japan.
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    Cited by:

    1. Michael D. Bordo & Pierre Siklos, 2019. "The Transformation and Performance of Emerging Market Economies Across the Great Divide of the Global Financial Crisis," NBER Working Papers 26342, National Bureau of Economic Research, Inc.
    2. Ricardo Reis, 2021. "Losing the Inflation Anchors," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 52(2 (Fall)), pages 307-379.
    3. Swapnil Virendra Chalwadi & Preeti Tushar Joshi & Nitin Mohanlal Sharma & Chaitanya Gite & Sangita Salve, 2023. "Gender Differences in Inflation Expectations: Recent Evidence from India," Administrative Sciences, MDPI, vol. 13(2), pages 1-14, February.
    4. Andrew Phiri & Lutho Mbekeni, 2021. "Fisher’s hypothesis, survey-based expectations and asymmetric adjustments: Empirical evidence from South Africa," International Economics and Economic Policy, Springer, vol. 18(4), pages 825-846, October.
    5. Sof'a Gallardo & Carlos Madeira, 2022. "The role of financial surveys for economic research and policy making in emerging markets," Chapters, in: Duc K. Nguyen (ed.), Handbook of Banking and Finance in Emerging Markets, chapter 36, pages 676-686, Edward Elgar Publishing.
    6. Monique Reid & Pierre Siklos, 2024. "Firm level expectations and macroeconomic conditions underpinnings and disagreement," Working Papers 11058, South African Reserve Bank.
    7. Monique B. Reid & Pierre L. Siklos, 2022. "How Firms and Experts View The Phillips Curve: Evidence from Individual and Aggregate Data from South Africa," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 58(12), pages 3355-3376, September.
    8. Ken Miyajima & James Yetman, 2019. "Assessing inflation expectations anchoring for heterogeneous agents: analysts, businesses and trade unions," Applied Economics, Taylor & Francis Journals, vol. 51(41), pages 4499-4515, September.
    9. Patrick Honohan & Athanasios Orphanides, 2022. "Monetary policy in South Africa, 2007-21," WIDER Working Paper Series wp-2022-29, World Institute for Development Economic Research (UNU-WIDER).
    10. Ricardo Reis, 2021. "Losing the Inflation Anchors," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 52(2 (Fall)), pages 307-379.
    11. Monique Reid & Pierre Siklos, 2021. "The Bureau for Economic Research's inflation expectations surveys: Know your data," Working Papers 10/2021, Stellenbosch University, Department of Economics.
    12. Monique Reid & Pierre Siklos, 2020. "Building Credibility and Influencing Expectations The Evolution of Central Bank Communication," Working Papers 10144, South African Reserve Bank.

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    More about this item

    JEL classification:

    • E71 - Macroeconomics and Monetary Economics - - Macro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on the Macro Economy
    • E65 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Studies of Particular Policy Episodes
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation

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