Yıl 2022,
Cilt: 51 Sayı: 2, 535 - 561, 30.12.2022
Remzi Gök
,
Aviral Kumar Tiwari
Kaynakça
- Adrangi, B., Chatrath, A., & Raffiee, K. (2003). Economic activity, inflation, and hedging: the case of gold and silver investments. The Journal of Wealth Management, 6(2), 60–77. https://doi.org/10.3905/jwm.2003.320482
- Balcilar, M., Ozdemir, Z. A., Shahbaz, M., & Gunes, S. (2018). Does inflation cause gold market price changes? Evidence on the G7 countries from the tests of nonparametric quantile causality in mean and variance. Applied Economics, 50(17), 1891–1909. https://doi.org/10.1080/00036846.2017.1380290
- Bampinas, G., & Panagiotidis, T. (2015). Are gold and silver a hedge against inflation? A two century perspective. International Review of Financial Analysis, 41, 267–276. https://doi.org/10.1016/j.irfa.2015.02.007
- Batten, J. A., Ciner, C., & Lucey, B. M. (2014). On the economic determinants of the gold–inflation relation. Resources Policy, 41, 101–108. https://doi.org/10.1016/j.resourpol.2014.03.007
- Baur, D. G., & McDermott, T. K. (2010). Is gold a safe haven? International evidence. Journal of Banking & Finance, 34(8), 1886–1898. https://doi.org/10.1016/j.jbankfin.2009.12.008
- Beckmann, J., & Czudaj, R. (2013). Gold as an inflation hedge in a time-varying coefficient framework. The North American Journal of Economics and Finance, 24, 208–222. https://doi:10.1016/j.najef.2012.10.007
- Blose, L. E. (2010). Gold prices, cost of carry, and expected inflation. Journal of Economics and Business, 62(1), 35–47. https://doi:10.1016/j.jeconbus.2009.07.001
- Christie-David, R., Chaudhry, M., & Koch, T. W. (2000). Do macroeconomics news releases affect gold and silver prices?. Journal of Economics and Business, 52(5), 405-421. https://doi.org/10.1016/S0148-6195(00)00029-1
- Chua, J., & Woodward, R. S. (1982). Gold as an inflation hedge: A comparative study of six major industrial countries. Journal of Business Finance & Accounting, 9(2), 191–197. https://doi:10.1111/j.1468-5957.1982.tb00985.x
- Conlon, T., Lucey, B. M., & Uddin, G. S. (2018). Is gold a hedge against inflation? A wavelet time-scale perspective. Review of Quantitative Finance and Accounting, 51(2), 317-345. https://doi:10.1007/s11156-017-0672-7
- Crowley, P. M. (2007). A guide to wavelets for economists. Journal of Economic Surveys, 21(2), 207-267. https://doi.org/10.1111/j.1467-6419.2006.00502.x
- Erb, C. B., & Harvey, C. R. (2013). The golden dilemma. Financial Analysts Journal, 69(4), 10-42. https://doi:10.2469/faj.v69.n4.1
- Fama, E. F., & Schwert, G. W. (1977). Asset returns and inflation. Journal of Financial Economics, 5(2), 115-146. https://doi.org/10.1016/0304-405X(77)90014-9
- Faria, J. R., & McAdam, P. (2012). A new perspective on the Gold Standard: Inflation as a population phenomenon. Journal of International Money and Finance, 31(6), 1358-1370. https://doi:10.1016/j.jimonfin.2012.02.005
- Fisher, I. (1930). Theory of interest: as determined by impatience to spend income and opportunity to invest it. Augustusm Kelly Publishers, Clifton. https://dspace.gipe.ac.in/xmlui/bitstream/handle/10973/174/1-ISEC-010193.%20Theory_%20of_interest.pdf?sequence=2
- Garner, C. A. (1995). How useful are leading indicators of inflation?. Federal Reserve Bank of Kansas City Economic Review, 80(2), 5–18.
- Ghazali, M. F., Lean, H. H., & Bahari, Z. (2015). Is gold a good hedge against inflation? Empirical evidence in Malaysia. Kajian Malaysia, 33(1), 69–84.
- Ghosh, D., Levin, E. J., Macmillan, P., & Wright, R. E. (2004). Gold as an inflation hedge?. Studies in Economics and Finance, 22(1), 1-25. doi:10.1108/eb043380
- Gulseven, O., & Ekici, O. (2020). The role of real estate and gold as inflation hedges: the Islamic influence. International Journal of Islamic and Middle Eastern Finance and Management. https://doi.org/10.1108/IMEFM-01-2019-0038
- Hoang, T. H. V., Lahiani, A., & Heller, D. (2016). Is gold a hedge against inflation? New evidence from a nonlinear ARDL approach. Economic Modelling, 54, 54-66. https://doi.org/10.1016/j.econmod.2015.12.013
- Huang, X., Jia, F., & Xu, X. (2019). The threshold effect of market sentiment and inflation expectations on gold price. Resources Policy, 62, 77-83. https://doi.org/10.1016/j.resourpol.2019.03.014
- Kiviaho, J., Nikkinen, J., Piljak, V., & Rothovius, T. (2014). The co‐movement dynamics of European frontier stock markets. European Financial Management, 20(3), 574–595. https://doi:10.1111/j.1468-036X.2012.00646.x
- Kutan, A. M., & Aksoy, T. (2004). Public information arrival and gold market returns in emerging markets: Evidence from the Istanbul Gold Exchange. Scientific Journal of Administrative Development, 2(1), 13-26.
- Le Long, H., De Ceuster, M. J., Annaert, J., & Amonhaemanon, D. (2013). Gold as a hedge against inflation: the Vietnamese case. Procedia Economics and Finance, 5, 502–511. https://doi:10.1016/S2212-5671(13)00059-2
- Lee, J., and Strazicich, M. C. (2003). Minimum Lagrange multiplier unit root test with two structural breaks. Review of Economics and Statistics, 85(4), 1082–1089. https://doi.org/10.1162/003465303772815961
- Lucey, B. M., Sharma, S. S., & Vigne, S. A. (2017). Gold and inflation(s)–A time‐varying relationship. Economic Modelling, 67(8), 88–101. https://doi:10.1016/j.econmod.2016.10.008
- Mahdavi, S., & Zhou, S. (1997). Gold and commodity prices as leading indicators of inflation: Tests of long-run relationship and predictive performance. Journal of Economics and Business, 49(5), 475-489. https://doi.org/10.1016/S0148-6195(97)00034-9
- McCown, J. R., & Zimmerman, J. R. (2006). Is gold a zero-beta asset? Analysis of the investment potential of precious metals. Social Science Research Network Working Paper no. 920396. Available at SSRN: https://ssrn.com/abstract=920496 or http://dx.doi.org/10.2139/ssrn.920496
- Moore, G. H. (1990). Gold prices and a leading index of inflation. Challenge, 33(4), 52.
- Olayeni, O. R. (2016). Causality in continuous wavelet transform without spectral matrix factorization: theory and application. Computational Economics, 47(3), 321–340. https://doi:10.1007/s10614-015-9489-4
- Ranson, D., & Wainright, H. C. (2005). Why gold, not oil, is the superior predictor of inflation. Gold Report, World Gold Council, November, 6–7.
- Rua, A. (2010). Measuring comovement in the time-frequency space. Journal of Macroeconomics, 32(2), 685–691. https://doi.org/10.1016/j.jmacro.2009.12.005
- Salisu, A. A., Ndako, U. B., & Oloko, T. F. (2019). Assessing the inflation hedging of gold and palladium in OECD countries. Resources Policy, 62, 357–377. https://doi.org/10.1016/j.resourpol.2019.05.001
- Salisu, A. A., Raheem, I. D., & Ndako, U. B. (2020). The inflation hedging properties of gold, stocks and real estate: A comparative analysis. Resources Policy, 66, 101605. https://doi.org/10.1016/j.resourpol.2020.101605
- Sarac, M., & Zeren, F. (2014). Is gold investment an effective hedge against inflation and US Dollar? Evidence from Turkey. Journal of Economic Computation and Economic Cybernetics Studies and Research, 48(4), 669–679.
- Shahzad, S. J. H., Mensi, W., Hammoudeh, S., Sohail, A., & Al-Yahyaee, K. H. (2019). Does gold act as a hedge against different nuances of inflation? Evidence from Quantile-on-Quantile and causality-in-quantiles approaches. Resources Policy, 62, 602–615. https://doi:10.1016/j.resourpol.2018.11.008
- Sherman, E. J. (1983). A gold pricing model. Journal of Portfolio Management, 9(3), 68–70. https://doi:10.3905/jpm.9.3.68
- Sui, M., Rengifo, E. W., & Court, E. (2021). Gold, inflation and exchange rate in dollarized economies–A comparative study of Turkey, Peru and the United States. International Review of Economics & Finance, 71, 82-99. https://doi.org/10.1016/j.iref.2020.08.014
- Tiwari, A. K. (2011). Gold investment as an inflationary hedge: co-integration evidence from India with allowance for structural breaks and seasonal adjustment. Journal of Asian Business Management, 3, 165-176.
- Tkacz, G. (2007). Gold prices and inflation, Bank of Canada Working Paper, 2007-35.
- Torrence, C., & Compo, G. P. (1998). A practical guide to wavelet analysis. Bulletin of the American Meteorological Society, 79(1), 61-78. https://doi.org/10.1175/1520-0477(1998)079<0061:APGTWA>2.0.CO;2
- Tufail, S., & Batool, S. (2013). An analysis of the relationship between inflation and gold prices: evidence from Pakistan. The Lahore journal of economics, 18(2), 1–35.
- Wang, K. M., Lee, Y. M., & Thi, T. B. N. (2011). Time and place where gold acts as an inflation hedge: An application of long-run and short-run threshold model. Economic Modelling, 28(3), 806–819. https://doi.org/10.1016/j.econmod.2010.10.008
- Worthington, A. C., & Pahlavani, M. (2007). Gold investment as an inflationary hedge: Cointegration evidence with allowance for endogenous structural breaks. Applied Financial Economics Letters, 3(4), 259–262. https://doi.org/10.1080/17446540601118301
- Xu, Y., Liu, Z. X., Su, C. W., & Ortiz, J. (2019a). Gold and inflation: Expected inflation effect or carrying cost effect? International Finance, 22(3), 380–398. https://doi.org/10.1111/infi.12347
- Xu, Y., Su, C. W., & Ortiz, J. (2019b). Is gold a useful hedge against inflation across multiple time horizons?. Empirical Economics, 1-15. https://doi.org/10.1007/s00181-019-01807-0
Analysis of the Frequency-Based Relationship between Inflation Expectations and Gold Returns in Turkey
Yıl 2022,
Cilt: 51 Sayı: 2, 535 - 561, 30.12.2022
Remzi Gök
,
Aviral Kumar Tiwari
Öz
This paper explores the relationship between inflation expectations and gold returns of monthly and annual maturities in Turkey from 2006 to 2020 with 177 monthly observations through the application of wavelet cohesion and causality tests. The findings reveal significantly negative cohesion in the short term and significantly positive cohesion in the long term, indicating that the hedging ability of gold prices exists only in the long term during crisis periods. Therefore, the findings provide evidence for the validity of the expected inflation effect hypothesis in Turkey. The ordinary least squares results, on the other hand, show that the ongoing COVID-19 pandemic is the most prominent factor in the movement of inflation and gold at all wavelet scales for the two types of maturities. The continuous wavelet transformation based Granger-causality test provides little evidence for out-of-phase and unidirectional causality running from the inflation expectations to gold returns in the higher and medium frequency bands. Furthermore, the QQR results show an asymmetrical impact on each other—implying a hedging effectiveness of gold against inflation expectations—and reveal that its size and magnitude change significantly under different economic conditions and data frequencies. The results have significant implications for portfolio and risk management during normal market conditions as well as hedging and speculation activities during crises in short term and long term periods, respectively.
Kaynakça
- Adrangi, B., Chatrath, A., & Raffiee, K. (2003). Economic activity, inflation, and hedging: the case of gold and silver investments. The Journal of Wealth Management, 6(2), 60–77. https://doi.org/10.3905/jwm.2003.320482
- Balcilar, M., Ozdemir, Z. A., Shahbaz, M., & Gunes, S. (2018). Does inflation cause gold market price changes? Evidence on the G7 countries from the tests of nonparametric quantile causality in mean and variance. Applied Economics, 50(17), 1891–1909. https://doi.org/10.1080/00036846.2017.1380290
- Bampinas, G., & Panagiotidis, T. (2015). Are gold and silver a hedge against inflation? A two century perspective. International Review of Financial Analysis, 41, 267–276. https://doi.org/10.1016/j.irfa.2015.02.007
- Batten, J. A., Ciner, C., & Lucey, B. M. (2014). On the economic determinants of the gold–inflation relation. Resources Policy, 41, 101–108. https://doi.org/10.1016/j.resourpol.2014.03.007
- Baur, D. G., & McDermott, T. K. (2010). Is gold a safe haven? International evidence. Journal of Banking & Finance, 34(8), 1886–1898. https://doi.org/10.1016/j.jbankfin.2009.12.008
- Beckmann, J., & Czudaj, R. (2013). Gold as an inflation hedge in a time-varying coefficient framework. The North American Journal of Economics and Finance, 24, 208–222. https://doi:10.1016/j.najef.2012.10.007
- Blose, L. E. (2010). Gold prices, cost of carry, and expected inflation. Journal of Economics and Business, 62(1), 35–47. https://doi:10.1016/j.jeconbus.2009.07.001
- Christie-David, R., Chaudhry, M., & Koch, T. W. (2000). Do macroeconomics news releases affect gold and silver prices?. Journal of Economics and Business, 52(5), 405-421. https://doi.org/10.1016/S0148-6195(00)00029-1
- Chua, J., & Woodward, R. S. (1982). Gold as an inflation hedge: A comparative study of six major industrial countries. Journal of Business Finance & Accounting, 9(2), 191–197. https://doi:10.1111/j.1468-5957.1982.tb00985.x
- Conlon, T., Lucey, B. M., & Uddin, G. S. (2018). Is gold a hedge against inflation? A wavelet time-scale perspective. Review of Quantitative Finance and Accounting, 51(2), 317-345. https://doi:10.1007/s11156-017-0672-7
- Crowley, P. M. (2007). A guide to wavelets for economists. Journal of Economic Surveys, 21(2), 207-267. https://doi.org/10.1111/j.1467-6419.2006.00502.x
- Erb, C. B., & Harvey, C. R. (2013). The golden dilemma. Financial Analysts Journal, 69(4), 10-42. https://doi:10.2469/faj.v69.n4.1
- Fama, E. F., & Schwert, G. W. (1977). Asset returns and inflation. Journal of Financial Economics, 5(2), 115-146. https://doi.org/10.1016/0304-405X(77)90014-9
- Faria, J. R., & McAdam, P. (2012). A new perspective on the Gold Standard: Inflation as a population phenomenon. Journal of International Money and Finance, 31(6), 1358-1370. https://doi:10.1016/j.jimonfin.2012.02.005
- Fisher, I. (1930). Theory of interest: as determined by impatience to spend income and opportunity to invest it. Augustusm Kelly Publishers, Clifton. https://dspace.gipe.ac.in/xmlui/bitstream/handle/10973/174/1-ISEC-010193.%20Theory_%20of_interest.pdf?sequence=2
- Garner, C. A. (1995). How useful are leading indicators of inflation?. Federal Reserve Bank of Kansas City Economic Review, 80(2), 5–18.
- Ghazali, M. F., Lean, H. H., & Bahari, Z. (2015). Is gold a good hedge against inflation? Empirical evidence in Malaysia. Kajian Malaysia, 33(1), 69–84.
- Ghosh, D., Levin, E. J., Macmillan, P., & Wright, R. E. (2004). Gold as an inflation hedge?. Studies in Economics and Finance, 22(1), 1-25. doi:10.1108/eb043380
- Gulseven, O., & Ekici, O. (2020). The role of real estate and gold as inflation hedges: the Islamic influence. International Journal of Islamic and Middle Eastern Finance and Management. https://doi.org/10.1108/IMEFM-01-2019-0038
- Hoang, T. H. V., Lahiani, A., & Heller, D. (2016). Is gold a hedge against inflation? New evidence from a nonlinear ARDL approach. Economic Modelling, 54, 54-66. https://doi.org/10.1016/j.econmod.2015.12.013
- Huang, X., Jia, F., & Xu, X. (2019). The threshold effect of market sentiment and inflation expectations on gold price. Resources Policy, 62, 77-83. https://doi.org/10.1016/j.resourpol.2019.03.014
- Kiviaho, J., Nikkinen, J., Piljak, V., & Rothovius, T. (2014). The co‐movement dynamics of European frontier stock markets. European Financial Management, 20(3), 574–595. https://doi:10.1111/j.1468-036X.2012.00646.x
- Kutan, A. M., & Aksoy, T. (2004). Public information arrival and gold market returns in emerging markets: Evidence from the Istanbul Gold Exchange. Scientific Journal of Administrative Development, 2(1), 13-26.
- Le Long, H., De Ceuster, M. J., Annaert, J., & Amonhaemanon, D. (2013). Gold as a hedge against inflation: the Vietnamese case. Procedia Economics and Finance, 5, 502–511. https://doi:10.1016/S2212-5671(13)00059-2
- Lee, J., and Strazicich, M. C. (2003). Minimum Lagrange multiplier unit root test with two structural breaks. Review of Economics and Statistics, 85(4), 1082–1089. https://doi.org/10.1162/003465303772815961
- Lucey, B. M., Sharma, S. S., & Vigne, S. A. (2017). Gold and inflation(s)–A time‐varying relationship. Economic Modelling, 67(8), 88–101. https://doi:10.1016/j.econmod.2016.10.008
- Mahdavi, S., & Zhou, S. (1997). Gold and commodity prices as leading indicators of inflation: Tests of long-run relationship and predictive performance. Journal of Economics and Business, 49(5), 475-489. https://doi.org/10.1016/S0148-6195(97)00034-9
- McCown, J. R., & Zimmerman, J. R. (2006). Is gold a zero-beta asset? Analysis of the investment potential of precious metals. Social Science Research Network Working Paper no. 920396. Available at SSRN: https://ssrn.com/abstract=920496 or http://dx.doi.org/10.2139/ssrn.920496
- Moore, G. H. (1990). Gold prices and a leading index of inflation. Challenge, 33(4), 52.
- Olayeni, O. R. (2016). Causality in continuous wavelet transform without spectral matrix factorization: theory and application. Computational Economics, 47(3), 321–340. https://doi:10.1007/s10614-015-9489-4
- Ranson, D., & Wainright, H. C. (2005). Why gold, not oil, is the superior predictor of inflation. Gold Report, World Gold Council, November, 6–7.
- Rua, A. (2010). Measuring comovement in the time-frequency space. Journal of Macroeconomics, 32(2), 685–691. https://doi.org/10.1016/j.jmacro.2009.12.005
- Salisu, A. A., Ndako, U. B., & Oloko, T. F. (2019). Assessing the inflation hedging of gold and palladium in OECD countries. Resources Policy, 62, 357–377. https://doi.org/10.1016/j.resourpol.2019.05.001
- Salisu, A. A., Raheem, I. D., & Ndako, U. B. (2020). The inflation hedging properties of gold, stocks and real estate: A comparative analysis. Resources Policy, 66, 101605. https://doi.org/10.1016/j.resourpol.2020.101605
- Sarac, M., & Zeren, F. (2014). Is gold investment an effective hedge against inflation and US Dollar? Evidence from Turkey. Journal of Economic Computation and Economic Cybernetics Studies and Research, 48(4), 669–679.
- Shahzad, S. J. H., Mensi, W., Hammoudeh, S., Sohail, A., & Al-Yahyaee, K. H. (2019). Does gold act as a hedge against different nuances of inflation? Evidence from Quantile-on-Quantile and causality-in-quantiles approaches. Resources Policy, 62, 602–615. https://doi:10.1016/j.resourpol.2018.11.008
- Sherman, E. J. (1983). A gold pricing model. Journal of Portfolio Management, 9(3), 68–70. https://doi:10.3905/jpm.9.3.68
- Sui, M., Rengifo, E. W., & Court, E. (2021). Gold, inflation and exchange rate in dollarized economies–A comparative study of Turkey, Peru and the United States. International Review of Economics & Finance, 71, 82-99. https://doi.org/10.1016/j.iref.2020.08.014
- Tiwari, A. K. (2011). Gold investment as an inflationary hedge: co-integration evidence from India with allowance for structural breaks and seasonal adjustment. Journal of Asian Business Management, 3, 165-176.
- Tkacz, G. (2007). Gold prices and inflation, Bank of Canada Working Paper, 2007-35.
- Torrence, C., & Compo, G. P. (1998). A practical guide to wavelet analysis. Bulletin of the American Meteorological Society, 79(1), 61-78. https://doi.org/10.1175/1520-0477(1998)079<0061:APGTWA>2.0.CO;2
- Tufail, S., & Batool, S. (2013). An analysis of the relationship between inflation and gold prices: evidence from Pakistan. The Lahore journal of economics, 18(2), 1–35.
- Wang, K. M., Lee, Y. M., & Thi, T. B. N. (2011). Time and place where gold acts as an inflation hedge: An application of long-run and short-run threshold model. Economic Modelling, 28(3), 806–819. https://doi.org/10.1016/j.econmod.2010.10.008
- Worthington, A. C., & Pahlavani, M. (2007). Gold investment as an inflationary hedge: Cointegration evidence with allowance for endogenous structural breaks. Applied Financial Economics Letters, 3(4), 259–262. https://doi.org/10.1080/17446540601118301
- Xu, Y., Liu, Z. X., Su, C. W., & Ortiz, J. (2019a). Gold and inflation: Expected inflation effect or carrying cost effect? International Finance, 22(3), 380–398. https://doi.org/10.1111/infi.12347
- Xu, Y., Su, C. W., & Ortiz, J. (2019b). Is gold a useful hedge against inflation across multiple time horizons?. Empirical Economics, 1-15. https://doi.org/10.1007/s00181-019-01807-0