Skip to main content
Top
Published in:

10-11-2020

African equity markets’ exposure to oil and other commodities - implications for global portfolio diversification

Authors: Imhotep Paul Alagidede, Gideon Boako, Bo Sjo

Published in: Journal of Economics and Finance | Issue 2/2021

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

This paper examined the risk-return relationship and the correlation dynamics of African stocks relative to global factors. By applying both the static and augmented capital asset pricing model, as well as dynamic conditional correlation methodology to daily returns series from January 3, 2003 to December 29, 2014, we find evidence of conditional correlation between African stocks and global factors influenced by the global financial crisis. From the risk-return point of view, Egypt and South Africa, although dominant, show relatively weak risk mitigating opportunities. Their information ratios are highly anemic to internationally accepted thresholds. Despite this, international investors seeking to diversify via uncorrelated markets may consider Africa, albeit on account of volatility persistence, present and past market conditions, market stability, as well as size and liquidity considerations.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Appendix
Available only for authorised users
Footnotes
1
Our definition of private capital flows includes foreign direct investments (FDIs), portfolio capital flows and debt flows.
 
2
The share of global portfolio flows to Africa in 2010 was just about 1%.
 
3
This may be depending on whether the firm produces or consumes oil. Park and Ratti (2008) contend that an increase in the price of oil is not always a bad news for the equity market. “Shocks emanating from oil prices may be bad news for the stock market only when high oil prices arise from oil market-specific demand shocks related to shifts in the precautionary demand for crude oil in response to concerns about shortfall in future production” (Xu 2015, pp. 2610)
 
4
Alternatively, we could have relied on futures prices. However, as indicated by Vivian and Wohar (2012), spot prices constitute the underlying securities upon which derivatives are based. Relying on spot prices is also noted to avoid issues related to rollover of futures contracts (Creti et al. 2013).
 
5
The index with a base value of 100 as of 31 December, 1990 and computed every 15 s is made up of 22 exchange-traded futures on physical commodities. The represented commodities are weighted to account for economic significance and market liquidity. Commodity weights are based on production and liquidity subject to weighting restrictions applied annually such that no related group of commodities constitute more than 33% of the index and no single commodity constitutes more than 15%.
 
6
Figures are gleaned from various statistical bulletins of the IMF and World Bank.
 
7
The choice of the sample period is influenced by data availability for all variables.
 
8
The 1-month Treasury bill rate is sourced from the website of the Federal Reserve Bank of St. Louis https://​research.​stlouisfed.​org/​fred2/​categories/​116
 
9
Returns are standardized to achieve normality (see also, Pesaran and Pesaran, 2009).
 
10
The widely accepted IRs for performance superiority within the investment profession are 0.2 and 0.3 (Kidd 2011). See also Grinold and Kahn (1995)
 
11
Moss and Thuotte (2013) observes increases in correlation and report that excluding South Africa and Mauritius, the correlation between Sub-Saharan African stocks and the S&P 500 were 0.343 in 2000–2007, 0.702 in 2007–2009, and 0.749 in 2009–2011.
 
12
Figures are gleaned from World Development Indicators Database (2015) - http://​wdi.​worldbank.​org/​table/​5.​4, and the website of African Securities Exchanges Association (ASEA, 2015) - http://​www.​african-exchanges.​org/​yearly_​statistic/​comparative/​
 
Literature
go back to reference Abdullahi DA, Mmolainyane KK (2014) Financial integration, capital market development and economic performance: empirical evidence from Botswana. Econ Model 42:1–14CrossRef Abdullahi DA, Mmolainyane KK (2014) Financial integration, capital market development and economic performance: empirical evidence from Botswana. Econ Model 42:1–14CrossRef
go back to reference Adu G, Marbuah G, Mensah JT, Frimpong PB (2013) Macro-economic development and stock market performance: a non-parametric approach. Econ Econ Res Inst Pap Ser 1:1–35 Adu G, Marbuah G, Mensah JT, Frimpong PB (2013) Macro-economic development and stock market performance: a non-parametric approach. Econ Econ Res Inst Pap Ser 1:1–35
go back to reference Agyei-Amponsah S (2011) Stock market integration in Africa. Manag Financ 37(3):242–256 Agyei-Amponsah S (2011) Stock market integration in Africa. Manag Financ 37(3):242–256
go back to reference Alagidede P (2010) Equity market integration in Africa. Afr Rev Econ Finance 1(2):88–119 Alagidede P (2010) Equity market integration in Africa. Afr Rev Econ Finance 1(2):88–119
go back to reference Aloui C, Hkiri B (2014) Co-movements of GCC emerging markets: new evidence from wavelet coherence analysis. Econ Model 36:421–431CrossRef Aloui C, Hkiri B (2014) Co-movements of GCC emerging markets: new evidence from wavelet coherence analysis. Econ Model 36:421–431CrossRef
go back to reference Anghelache G-V, (2012) CAPM evaluating relation. Revista Romana de Statistica-Supliment Trim IV/2012, pp.147–154 Anghelache G-V, (2012) CAPM evaluating relation. Revista Romana de Statistica-Supliment Trim IV/2012, pp.147–154
go back to reference Arouri M, Nguyen D (2010) Oil prices, stock markets and portfolio investment: evidence from sector analysis in Europe over the last decade. Energy Policy 38:4528–4539CrossRef Arouri M, Nguyen D (2010) Oil prices, stock markets and portfolio investment: evidence from sector analysis in Europe over the last decade. Energy Policy 38:4528–4539CrossRef
go back to reference Batten JA, Cetin C, Lucey BM (2010) The macroeconomic determinants of volatility in precious metals markets. Resources Policy 35:65–71 Batten JA, Cetin C, Lucey BM (2010) The macroeconomic determinants of volatility in precious metals markets. Resources Policy 35:65–71
go back to reference Baur DG, McDermott TK (2010) Is gold a safe haven? International evidence. J Bank Financ 34:1886–1898CrossRef Baur DG, McDermott TK (2010) Is gold a safe haven? International evidence. J Bank Financ 34:1886–1898CrossRef
go back to reference Beck T, Fuchs M, Uy M, (2009) Finance in Africa: achievements and challenges. Policy Research Working Paper – 5020, the World Bank Africa Region Finance and Private Sector Development Department, Auguts, 2009, pp. 1–39 Beck T, Fuchs M, Uy M, (2009) Finance in Africa: achievements and challenges. Policy Research Working Paper – 5020, the World Bank Africa Region Finance and Private Sector Development Department, Auguts, 2009, pp. 1–39
go back to reference Bekaert G (1995) Market integration and investment barriers in emerging equity markets. World Bank Econ Rev 9:75–107CrossRef Bekaert G (1995) Market integration and investment barriers in emerging equity markets. World Bank Econ Rev 9:75–107CrossRef
go back to reference Bekiros S, Nguyenb DK, Uddina GS, Sjö B (2016) On the time scale behavior of equity-commodity links: implications for portfolio management. J Int Financ Mark Inst Money 41:30–46CrossRef Bekiros S, Nguyenb DK, Uddina GS, Sjö B (2016) On the time scale behavior of equity-commodity links: implications for portfolio management. J Int Financ Mark Inst Money 41:30–46CrossRef
go back to reference Bessembinder H (1992) Systematic risk, hedging pressure, and risk premiums in futures markets. Rev Financ Stud 5:637–667CrossRef Bessembinder H (1992) Systematic risk, hedging pressure, and risk premiums in futures markets. Rev Financ Stud 5:637–667CrossRef
go back to reference Boako G, Alagidede P (2016) Global commodities and African stocks: a ‘market of one?’. Int Rev Financ Anal 44:226–237CrossRef Boako G, Alagidede P (2016) Global commodities and African stocks: a ‘market of one?’. Int Rev Financ Anal 44:226–237CrossRef
go back to reference Boako G, Acheampong IA, Domeher D, Frimpong JM (2015) Economic forces and equity returns in Ghana: symmetric dependence with quantile regression. Ghana J Econ:86–108 Boako G, Acheampong IA, Domeher D, Frimpong JM (2015) Economic forces and equity returns in Ghana: symmetric dependence with quantile regression. Ghana J Econ:86–108
go back to reference Bodie Z, Rosansky V (1980) Risk and returns in commodity futures. Financ Anal J:27–39 Bodie Z, Rosansky V (1980) Risk and returns in commodity futures. Financ Anal J:27–39
go back to reference Brambila-Macias J, Massa I (2010) The global financial crisis and sub-Saharan Africa: the effects of showing private capital inflows on growth. Afr Dev Rev 22:366–377CrossRef Brambila-Macias J, Massa I (2010) The global financial crisis and sub-Saharan Africa: the effects of showing private capital inflows on growth. Afr Dev Rev 22:366–377CrossRef
go back to reference Broner FA, Gaston GR, Reinhart CM (2006) When in peril, retrench: testing the portfolio channel of contagion. J Int Econ 69(1):203–230CrossRef Broner FA, Gaston GR, Reinhart CM (2006) When in peril, retrench: testing the portfolio channel of contagion. J Int Econ 69(1):203–230CrossRef
go back to reference Brooks C, Persand G (2001) Seasonality in southeast Asian stock markets: some new evidence on day-of-the-week effect. Appl Econ Lett 8:155–158CrossRef Brooks C, Persand G (2001) Seasonality in southeast Asian stock markets: some new evidence on day-of-the-week effect. Appl Econ Lett 8:155–158CrossRef
go back to reference Buyuksahin B, Robe M (2014) Speculators, commodities, and cross-market linkages. J Int Money Financ 42:38–70CrossRef Buyuksahin B, Robe M (2014) Speculators, commodities, and cross-market linkages. J Int Money Financ 42:38–70CrossRef
go back to reference Chang EC, Cheng JW, Khorana A (2000) An examination of herd behavior in equity markets: an international perspective. J Bank Financ 24:1651–1679CrossRef Chang EC, Cheng JW, Khorana A (2000) An examination of herd behavior in equity markets: an international perspective. J Bank Financ 24:1651–1679CrossRef
go back to reference Cheng I-H, Xiong W (2013) Financialization of commodity markets. Annu Rev Financ Econ 6:419–441CrossRef Cheng I-H, Xiong W (2013) Financialization of commodity markets. Annu Rev Financ Econ 6:419–441CrossRef
go back to reference Creti A, Joets M, Mignon V (2013) On the links between stock and commodity markets’ volatility. Energy Econ 37:16–28CrossRef Creti A, Joets M, Mignon V (2013) On the links between stock and commodity markets’ volatility. Energy Econ 37:16–28CrossRef
go back to reference Dalkir M (2009) Revising stock market index correlations. Financ Res Lett 6(1):23–33CrossRef Dalkir M (2009) Revising stock market index correlations. Financ Res Lett 6(1):23–33CrossRef
go back to reference Deaton A (1999) Commodity prices and growth in Africa. J Econ Perspect 13(3):23–40CrossRef Deaton A (1999) Commodity prices and growth in Africa. J Econ Perspect 13(3):23–40CrossRef
go back to reference Demian C-V (2011) Cointegration in central and east European markets in the light of EU. Accession. J Int Financ Mark Inst Money 21:144–155CrossRef Demian C-V (2011) Cointegration in central and east European markets in the light of EU. Accession. J Int Financ Mark Inst Money 21:144–155CrossRef
go back to reference Demirer R, Lee H-T, Lien D (2015) Does the stock market drive herd behaviour in commodity futures markets? Int Rev Financ Anal:1–33 Demirer R, Lee H-T, Lien D (2015) Does the stock market drive herd behaviour in commodity futures markets? Int Rev Financ Anal:1–33
go back to reference Engle R (2002) Dynamic conditional correlation: a simple class of multivariate generalized autoregressive conditional hetereoscedasticity models. J Bus Econ Stat 20(3):339–350CrossRef Engle R (2002) Dynamic conditional correlation: a simple class of multivariate generalized autoregressive conditional hetereoscedasticity models. J Bus Econ Stat 20(3):339–350CrossRef
go back to reference Forbes KJ, Rigobon JR (2002) No contagion, only interdependence: measuring stock market comovements. J Financ 57(5):2223–2261CrossRef Forbes KJ, Rigobon JR (2002) No contagion, only interdependence: measuring stock market comovements. J Financ 57(5):2223–2261CrossRef
go back to reference Frimpong JM (2009) Economic forces and the stock market in a developing economy: Cointegration evidence from Ghana. Eur J Econ Finance Adm Sci 16:128–140 Frimpong JM (2009) Economic forces and the stock market in a developing economy: Cointegration evidence from Ghana. Eur J Econ Finance Adm Sci 16:128–140
go back to reference Garham MJ, Kiriaho J, Nikkinen J (2012) Integration of 22 emerging stock markets: a three dimension analysis. Glob Financ J 23:34–47CrossRef Garham MJ, Kiriaho J, Nikkinen J (2012) Integration of 22 emerging stock markets: a three dimension analysis. Glob Financ J 23:34–47CrossRef
go back to reference Goodwin TH, (2009) The information ratio. In Investment Performance Measurement: Evaluation and Presenting Results. Edited by Philip Lawton and Todd Jankowski. Hoboken, NJ: John Wiley & Sons:705–718. Reprinted from Financ Anal J, vol. 54, no. 4 (July/August 1998):34–43 Goodwin TH, (2009) The information ratio. In Investment Performance Measurement: Evaluation and Presenting Results. Edited by Philip Lawton and Todd Jankowski. Hoboken, NJ: John Wiley & Sons:705–718. Reprinted from Financ Anal J, vol. 54, no. 4 (July/August 1998):34–43
go back to reference Gorton G, Rouwenhorst KG (2006) Facts and fantasies about commodity futures. Financ Anal J 62(2):47–68CrossRef Gorton G, Rouwenhorst KG (2006) Facts and fantasies about commodity futures. Financ Anal J 62(2):47–68CrossRef
go back to reference Grinold RC, Kahn RN (1995) Active portfolio management. Chicago, IL. Grinold RC, Kahn RN (1995) Active portfolio management. Chicago, IL.
go back to reference Harvey CR, (1991) In: Kodongo O, Ojah K, (2011). Foreign exchange risk pricing and equity market segmentation in Africa. J Bank Financ, 35:2295–2310 Harvey CR, (1991) In: Kodongo O, Ojah K, (2011). Foreign exchange risk pricing and equity market segmentation in Africa. J Bank Financ, 35:2295–2310
go back to reference Kasekende L, Ndikumana L, Taoufik R, (2009) Impact of the global financial and economic crisis on Africa. African Development Bank Working Paper Series, 96 Kasekende L, Ndikumana L, Taoufik R, (2009) Impact of the global financial and economic crisis on Africa. African Development Bank Working Paper Series, 96
go back to reference Keith C, Nitzsche D, (2005) Quantitative financial economics: stocks, bonds & foreign exchange. Wiley Ltd England; ISBN:978–0–470-0917-1-5, pp. 169–203 Keith C, Nitzsche D, (2005) Quantitative financial economics: stocks, bonds & foreign exchange. Wiley Ltd England; ISBN:978–0–470-0917-1-5, pp. 169–203
go back to reference Kidd D, (2011) Sharpe ratio and the information ratio. Investment Performance Measures – CFA Institute, pp1–4 Kidd D, (2011) Sharpe ratio and the information ratio. Investment Performance Measures – CFA Institute, pp1–4
go back to reference Kodongo O, Ojah K (2011) Foreign exchange risk pricing and equity market segmentation in Africa. J Bank Financ 35:2295–2310CrossRef Kodongo O, Ojah K (2011) Foreign exchange risk pricing and equity market segmentation in Africa. J Bank Financ 35:2295–2310CrossRef
go back to reference Lean HH, Nguyen DC (2014) Policy uncertainty and performance characteristics of sustainable investments across regions around the global financial crisis. Appl Financ Econ 24(21):1367–1373CrossRef Lean HH, Nguyen DC (2014) Policy uncertainty and performance characteristics of sustainable investments across regions around the global financial crisis. Appl Financ Econ 24(21):1367–1373CrossRef
go back to reference Moss TJ, Thuotte R, (2013) No where to hide? Stock market correlation, regional diversification, and the case for investing in Africa. Center for Global Development Working Paper No 316, pp.1–20 Moss TJ, Thuotte R, (2013) No where to hide? Stock market correlation, regional diversification, and the case for investing in Africa. Center for Global Development Working Paper No 316, pp.1–20
go back to reference Moss TJ, Ramachandran V, Standley S, (2005) Why doesn’t Africa get more equity investment? Frontier markets, firm size and asset allocations of global emerging equity funds. Centre for Global Development Working Paper, 112 Moss TJ, Ramachandran V, Standley S, (2005) Why doesn’t Africa get more equity investment? Frontier markets, firm size and asset allocations of global emerging equity funds. Centre for Global Development Working Paper, 112
go back to reference Narayan PK, Narayan S, Sharma SS (2013) An analysis of commodity markets: what gain for investors? J Bank Financ 37:3878–3889CrossRef Narayan PK, Narayan S, Sharma SS (2013) An analysis of commodity markets: what gain for investors? J Bank Financ 37:3878–3889CrossRef
go back to reference Nayaran PK, Sharma SS (2011) New evidence on oil price and firm returns. J Bank Financ 35(12):3253–3262CrossRef Nayaran PK, Sharma SS (2011) New evidence on oil price and firm returns. J Bank Financ 35(12):3253–3262CrossRef
go back to reference Ncube M, Brixiova Z, Meng Q, (2014) Can intra-regional trade act as a global shock absorber in Africa? Working Paper Series African Development Bank, No. 198, Febuury 2014 Ncube M, Brixiova Z, Meng Q, (2014) Can intra-regional trade act as a global shock absorber in Africa? Working Paper Series African Development Bank, No. 198, Febuury 2014
go back to reference Nicolau M, (2010) Financial markets interactions between economic theory and practice. Annals of “Dunarea De Jos” University of Galati. Economics and applied informatics. Years Xvi – No 2, pp: 1–10 Nicolau M, (2010) Financial markets interactions between economic theory and practice. Annals of “Dunarea De Jos” University of Galati. Economics and applied informatics. Years Xvi – No 2, pp: 1–10
go back to reference Olson E, Vivian AJ, Wohar ME (2014) The relationship between energy and equity markets: evidence from volatility impulse response functions. Energy Econ 43:297–305CrossRef Olson E, Vivian AJ, Wohar ME (2014) The relationship between energy and equity markets: evidence from volatility impulse response functions. Energy Econ 43:297–305CrossRef
go back to reference Pindyck RS (1981) Models of resource markets and the explanation of resource price behaviour. Energy Econ 3(3):130–139 Pindyck RS (1981) Models of resource markets and the explanation of resource price behaviour. Energy Econ 3(3):130–139
go back to reference Pukthuanthong K, Roll R (2009) Global market integration: an alternative measure and its application. J Financ Econ 94:214–232CrossRef Pukthuanthong K, Roll R (2009) Global market integration: an alternative measure and its application. J Financ Econ 94:214–232CrossRef
go back to reference Savva CS (2009) International stock markets interactions and conditional correlations. J Int Financ Mark Inst Money 19(4):645–661CrossRef Savva CS (2009) International stock markets interactions and conditional correlations. J Int Financ Mark Inst Money 19(4):645–661CrossRef
go back to reference Silvennoinen A, Thorp S (2013) Financialization, crisis and commodity correlation dynamics. J Int Finan Markets Inst Money 24(1):42–65CrossRef Silvennoinen A, Thorp S (2013) Financialization, crisis and commodity correlation dynamics. J Int Finan Markets Inst Money 24(1):42–65CrossRef
go back to reference Simatele M, (2014) Reflections on the impact of the financial crisis on sub-Saharan Africa. Afr Growth Agenda, 18–24 Simatele M, (2014) Reflections on the impact of the financial crisis on sub-Saharan Africa. Afr Growth Agenda, 18–24
go back to reference Singleton K, (2012) Investor flows and the 2008 boom/bust in oil prices, Manag Sci, pp.308–318. Singleton K, (2012) Investor flows and the 2008 boom/bust in oil prices, Manag Sci, pp.308–318.
go back to reference Sockin M, Xiong W (2015) Informational frictions and commodity markets. J Financ 70(5):2063–2098CrossRef Sockin M, Xiong W (2015) Informational frictions and commodity markets. J Financ 70(5):2063–2098CrossRef
go back to reference Teo M (2009) The geography of hedge funds. Rev Financ Stud 22(9):3531–3561CrossRef Teo M (2009) The geography of hedge funds. Rev Financ Stud 22(9):3531–3561CrossRef
go back to reference Vivian A, Wohar ME (2012) Commodity volatility breaks. J Int Financ Mark Inst Money 22(2):395–422CrossRef Vivian A, Wohar ME (2012) Commodity volatility breaks. J Int Financ Mark Inst Money 22(2):395–422CrossRef
go back to reference Voronkova S (2004) Equity market integration in central European emerging markets: a coin-tegration analysis with shit-regimes. Int Rev Financ Anal 13:633–647CrossRef Voronkova S (2004) Equity market integration in central European emerging markets: a coin-tegration analysis with shit-regimes. Int Rev Financ Anal 13:633–647CrossRef
go back to reference Xu B (2015) Oil prices and UK industry-level stock returns. Appl Econ 47(25):2608–2627CrossRef Xu B (2015) Oil prices and UK industry-level stock returns. Appl Econ 47(25):2608–2627CrossRef
go back to reference You L, Daigler R (2013) A Markowitz optimization of commodity futures portfolios. J Futur Mark 33(4):343–368CrossRef You L, Daigler R (2013) A Markowitz optimization of commodity futures portfolios. J Futur Mark 33(4):343–368CrossRef
Metadata
Title
African equity markets’ exposure to oil and other commodities - implications for global portfolio diversification
Authors
Imhotep Paul Alagidede
Gideon Boako
Bo Sjo
Publication date
10-11-2020
Publisher
Springer US
Published in
Journal of Economics and Finance / Issue 2/2021
Print ISSN: 1055-0925
Electronic ISSN: 1938-9744
DOI
https://doi.org/10.1007/s12197-020-09527-3

Premium Partner