Table 1

Sum up of a selected literature review

ReferencePeriodType of dataModel/MethodHedge?
Gultekin (1983) 1947–1979TS and CSOLSNO with nominal returns
Bodie (1976) 1953–1972TSOLSNO with nominal returns
Fama and Schwert (1977) 1953–1971TSSimple regressionNO with nominal returns
Chatrath et al. (1997) 1984–1992TSOLSNO with real returns
Zhao (1999) 1993–1998TSARMA; GARCHNO with nominal returns
Jaffe and Mandelker (1976) 1953–1971TSMultiple regressionNO with nominal returns
Choudhry (1998) 1981–1998TSSpectral regression method; Semi-parametric; Gaussian method
  • -

    YES with nominal returns

  • -

    NO with real returns

Spyrou (2004) 1989–2000TSSimple regressionYES for some countries with nominal returns
Alagidede and Panagiotidis (2010) Varies from country to countryTSJohansen’s multivariate methodYES for 3 African countries with nominal returns
Rushdi et al. (2012) 1969–2008TSARDLYES for the case of expected inflation with real returns
NO for the case of observed inflation with nominal returns
Tiwari et al. (2015) 1961–2012TSCausality and continuous Wavelet transformYES with real returns
Bampinas and Panagiotidis (2016) 1993–2012TSOLS regression; Quantile regressionYES with nominal returns
Salisu et al. (2019) 2009–2019TS and PDSimple regression; Threshold-based regression modelsYES
Salisu et al. (2020) Not specifiedTS and PDLinear regression; Asymmetric modelYES after GFC with real returns
Eldomiaty and AboulSoud (2020) 1999–2016TSJohansen cointegration; Granger causality; VECMNO with nominal returns
Neifar and Hachicha (2022) 1999–2018TS and PDARDL model; MG; PMGYES during 2008 GFC for the case of three developed countries with nominal returns
Chiang (2023b) 1990–2022TSGARCH; - APARCH-MNO with real returns
Almeida et al. (2024) 1953–2023TSFractional Cointegrating Vector Autoregressive (FCVAR)YES with real returns
Abdali and Alm (2024) 2000–2023TSLinear regression modelsNO with nominal returns
Farahani et al. (2023) 2020–2021TS and PDMixed data sampling (MIDAS) regression modelYES with nominal returns
Chiang (2023) 1989–2023TSGED-APARCHNO with both Nominal and Real return
Chola (2024) 2001–2021TSJohansen TestsNO with nominal returns

Note(s): TS: time series and PD: panel data. CS: cross section. No: Fisher’s hypothesis not validated. Yes: the opposite of No. OLS: ordinary least square. ARDL: autoregressive dynamic linear. MG: mean group. PMG: pooled mean group. GARCH: generalized autoregressive conditional heteroscedastic

Source(s): Authors’ elaboration

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