STRATEGIC ADAPTATIONS AND VOLATILITY DYNAMICS: MODELING LISTED PRIVATE EQUITY IN SOUTH AFRICA
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Anahtar Kelimeler

Listed Private Equity. South Africa. Volatility modeling. GARCH-family models. Macroeconomic factors. Corporate strategies.

Nasıl Atıf Yapılır

MURAPE, C. M., & MPOFU, R. T. (2025). STRATEGIC ADAPTATIONS AND VOLATILITY DYNAMICS: MODELING LISTED PRIVATE EQUITY IN SOUTH AFRICA. PRIZREN SOCIAL SCIENCE JOURNAL, 9(1), 34–50. https://doi.org/10.32936/pssj.v9i1.603

Özet

This paper uses advanced econometric methods to explore the statistical properties, volatility dynamics, and macroeconomic determinants of Listed Private Equity (LPE) investments in South Africa from 2010 to 2023. The key objectives include testing for non-normality in LPE returns and assessing volatility clustering. By employing GARCH-family models, the study effectively captures asymmetric and long-memory effects in LPE returns. A VAR model combined with Impulse Response Functions quantifies the impact of macroeconomic shocks, revealing that inflation imposes a significant and sustained adverse effect on LPE returns. In contrast, GDP growth exerts a weaker, short-lived positive influence. The findings also highlight the dynamic Relationship between corporate strategies and market volatility, showcasing how firms adapt to and influence volatility through diversification, hedging, and sectoral realignment. These results are consistent with contemporary theories on strategic responses to volatility (Jiang et al., 2021).

Furthermore, the DCC MGARCH results suggest minimal volatility spillovers within the South African LPE market, indicating reduced systemic risks and opportunities for adequate portfolio diversification. The study provides a framework to enhance risk management and informed decision-making within South Africa's LPE market. Future research should extend these insights by investigating cross-border spillover effects and examining how regulatory frameworks can stabilize the LPE sector.

https://doi.org/10.32936/pssj.v9i1.603
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Referanslar

Baillie, R. T., Bollerslev, T., & Mikkelsen, H. O. (1996). Fractionally integrated generalized autoregressive conditional heteroskedasticity. Journal of Econometrics, 74(1), 3–30.

Baker, L. (2015). Renewable Energy in South Africa’s Minerals-Energy Complex: A ‘Low Carbon’ Transition? Review of African Political Economy, 42(144), 245–261. https://doi.org/10.1080/03056244.2014.953471

Baker, L. (2017). Commercial-Scale Renewable Energy in South Africa and Its Progress to Date. IDS Bulletin, 48(5–6), 101–118. https://doi.org/10.19088/dp_ids.2017.0048

Barney, J. (1991). Firm Resources and Sustained Competitive Advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.2307/2297388

Bawa, M. U., Dikko, H. G., Garba, J., & Sadiku, S. (2023). Developing the Hybrid ARIMA-FIGARCH Model for Time Series Analysis. FUDMA Journal of Sciences, 7(3), 270–274.

Bollerslev, T. (1986). Generalized Autoregressive Conditional Heteroskedasticity. Journal of Econometrics, 31(3), 307–327. https://doi.org/10.1016/0304-4076(86)90063-1

Brennan, R. L. (1992). Generalizability theory. Educational Measurement: Issues and Practice, 11(4), 27–34. https://doi.org/10.1080/0013189X.1992.10511812

Brown, G. W., & Kaplan, S. N. (2019). Have Private Equity Returns Really Declined? The Journal of Private Equity, 22(4), 11–18.

Burns, T., & Stalker, G. M. (1961). The Management of Innovation. Tavistock Publications. https://doi.org/10.4324/9781315016085

Comte, A., & Bridges, J. H. (2015). A general view of positivism. Routledge.

Cont, R. (2001). Empirical properties of asset returns: stylized facts and statistical issues. Quantitative Finance, 1(2), 223.

Damodaran, A. (2018a). Country Risk: Determinants, Measures and Implications-The 2018 edition.

Damodaran, A. (2018b). Investment valuation: Tools and techniques for determining the value of any asset. Wiley. https://doi.org/10.1002/9781119201771

Dickey, D. A., & Fuller, W. A. (1979). Distribution of the Estimators for Autoregressive Time Series with a Unit Root. Journal of the American Statistical Association, 74(366a), 427–431. https://doi.org/10.2307/2286348

Diebold, F. X., & Yilmaz, K. (2012). Better to Give than to Receive: Predictive Directional Measurement of Volatility Spillovers. International Journal of Forecasting, 28(1), 57–66. https://doi.org/10.1016/j.ijforecast.2011.02.006

Dixit, A., & Agrawal, S. (2019). Comparative performance evaluation of GARCH family models in forecasting volatility. Journal of Applied Economics and Business, 7(3), 45–58. https://doi.org/10.20472/efc.2019.012.005

Dockery, E., & Vergari, F. (2001). An Investigation of the Linkages Between European Union Equity Markets and Emerging Capital Markets: The East European Connection. Managerial Finance, 27(1/2), 24–39. https://doi.org/10.1108/03074350110766943

Donahue, D., & Timmerman, M. (2021). Private Equity Investment Opportunities in Africa: Evaluation of the Growth Opportunities and Risks in a Global Context. The Journal of Alternative Investments, 23(4), 61–83.

Dopke, J., Jorg, T., & Tegtmeyer, P. (2018). Global private equity markets: Volatility, spillovers, and systemic risks. Global Finance Journal, 27(4), 287–306.

Döpke, J., & Tegtmeier, L. (2018). Global risk factors in the returns of listed private equity. Studies in Economics and Finance, 35(2), 340–360.

Engle, R. F. (1982). Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation. Econometrica, 50(4), 987–1007. https://doi.org/10.2307/1912773

Engle, R. F. (2002). Dynamic Conditional Correlation: A Simple Class of Multivariate GARCH Models. Journal of Business & Economic Statistics, 20(3), 339–350. https://doi.org/10.1198/073500102288618487

Fama, E. F. (1970). Efficient Capital Markets: A Review of Theory and Empirical Work. The Journal of Finance, 25(2), 383–417. https://doi.org/10.2307/2325486

Freeman, R. E. (1984). Strategic Management: A Stakeholder Approach. Pitman.

Froot, K. A., Scharfstein, D. S., & Stein, J. C. (1993). Risk management: Coordinating corporate investment and financing policies. Journal of Finance, 48(5), 1629–1658. https://doi.org/10.1111/j.1540-6261.1993.tb05123.x

Gompers, P. A., & Lerner, J. (1999). What Drives Venture Capital Fundraising? SSRN Electronic Journal. https://doi.org/10.2139/ssrn.57935

Gompers, P. A., & Lerner, J. (2001). The Venture Capital Revolution. Journal of Economic Perspectives, 15(2), 145–168. https://doi.org/10.1257/jep.15.2.145

Government Gazette. (2003). Broad-Based Black Economic Empowerment Act 53 of 2003. https://www.gov.za/documents/broad-based-black-economic-empowerment-act

Gudiškis, K., & Urbšienė, L. (2015). The relationship between Private Equity and economic growth. Ekonomika, 94(1), 79–96.

Hamilton, J. D. (1994). Time Series Analysis. Princeton University Press.

Harris, R. S., Jenkinson, T., & Kaplan, S. N. (2014). Private Equity Performance: What Do We Know? The Journal of Finance, 69(5), 1851–1882. https://doi.org/10.1111/jofi.12154

Hull, J. C. (2012). Options, futures, and other derivatives (9th ed.). Pearson.

Hull, J. C. (2018). Options, Futures, and Other Derivatives (10th ed.).

Jiang, G. J., Zaynutdinova, G. R., & Zhang, H. (2021). Stock-selection timing. Journal of Banking & Finance, 125, 106089.

Kaplan, S. N., & Schoar, A. (2005). Private Equity Performance: Returns, Persistence, and Capital Flows. The Journal of Finance, 60(4), 1791–1823. https://doi.org/10.1111/j.1540-6261.2005.00780.x

Karunanayake, I. (2011). The Relationship Between Market Volatility and Equity Returns in Emerging Markets. Journal of Emerging Market Studies, 6(2), 101–125.

Kilian, L. (2009). Not All Oil Price Shocks Are Alike: Disentangling Demand and Supply Shocks in the Crude Oil Market. American Economic Review, 99(3), 1053–1069. https://doi.org/10.1257/aer.99.3.1053

Kilian, L., & Lütkepohl, H. (2017). Structural Vector Autoregressive Analysis. Cambridge University Press.

Lapavitsas, C. (2011). Theorizing Financialization. Work, Employment and Society, 25(4), 611–626. https://doi.org/10.1177/0950017011419708

LPX Group. (2022). Listed Private Equity Investments.

Markowitz, H. (1952a). Portfolio Selection. The Journal of Finance, 7(1), 77–91. https://doi.org/10.2307/2975974

Markowitz, H. (1952b). Portfolio Selection. The Journal of Finance, 7(1), 77–91.

Mintzberg, H. (1994). The Rise and Fall of Strategic Planning. Prentice Hall.

Mpofu, R. T. (2011). The Relationship between beta and Stock Returns in the JSE Securities Exchange in South Africa. Corporate Ownership and Control, 9(1), 558–566. https://doi.org/10.22495/cocv9i1c5art5

Ndlwana, G., & Botha, I. (2018). Determinants of Private Equity Investments across the BRICS Countries. Journal of Private Equity, 21(4), 18–28. https://doi.org/10.3905/jpe.2018.21.4.018

Nelson, D. B. (1991). Conditional Heteroskedasticity in Asset Returns: A New Approach. Econometrica: Journal of the Econometric Society, 59(2), 347–370. https://doi.org/10.2307/2938260

Nicklin, C., & Plonsky, L. (2020). Outliers in L2 research in applied linguistics: A synthesis and data re-analysis. Annual Review of Applied Linguistics, 40, 26–55. https://doi.org/10.1017/S0267190520000032

Nkam, F. M., Akume, A. D., & Sama, M. C. (2020). Macroeconomic Drivers of Private Equity Penetration in Sub-Saharan African Countries. International Business Research, 13(1), 192–205. https://doi.org/10.5539/ibr.v13n1p192

North, D. C. (1990). Institutions, Institutional Change, and Economic Performance. Cambridge University Press.

Nyakurukwa, K., & Seetharam, Y. (2024). On bank stock return spillovers in South Africa: Implications for portfolio hedging. Scientific African, 26. https://doi.org/10.1016/j.sciaf.2023.e02406

Porter, M. E. (1985). Competitive Advantage: Creating and Sustaining Superior Performance. Free Press.

Poterba, J. M. (1989). Venture capital and capital gains taxation. Tax Policy and the Economy, 3, 47–67. https://doi.org/10.1086/tpe.3.20061783

Ross, S. A. (1976). The Arbitrage Theory of Capital Asset Pricing. Journal of Economic Theory, 13(3), 341–360.

Rudin, A., Mao, J., Zhang, N. R., & Fink, A. M. (2019). Fitting Private Equity into the Total Portfolio Framework. The Journal of Portfolio Management, 46(1), 60–73. https://doi.org/10.3905/jpm.2019.1.106

Saunders, M., Lewis, P., & Thornhill, A. (2012). Research Methods for Business Students (6. utg.). Harlow: Pearson.

Sebehela, T. (2009). Derivatives Hedging: SASOL (Pty) Ltd. as an Example. ICFAI Journal of Derivatives Markets, 6(1).

Shin, Y., Yu, B., & Greenwood-Nimmo, M. (2014). Modelling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework. Festschrift in Honor of Peter Schmidt, 281–314. https://doi.org/10.1007/978-1-4899-8008-3_9

Sims, C. A. (1980). Macroeconomics and Reality. Econometrica, 48(1), 1–48. https://doi.org/10.2307/1912017

Soumaré, I., Kanga, D., Tyson, J., & Raga, S. (2021). Capital market development in sub-Saharan Africa: Progress, challenges and innovations.

Stock, J. H., & Watson, M. W. (2001). Vector Autoregressions. Journal of Economic Perspectives, 15(4), 101–115. https://doi.org/10.1257/jep.15.4.101

Teece, D. J., Pisano, G., & Shuen, A. (1997). Dynamic Capabilities and Strategic Management. Strategic Management Journal, 18(7), 509–533. https://doi.org/10.1002/(SICI)1097-0266(199708)18:7<509::AID-SMJ882>3.0.CO;2-Z

Tegtmeier, L. (2023). Modelling the Volatilities of Globally Listed Private Equity Markets. Studies in Economics and Finance, 40(1), 64–85. https://doi.org/10.1108/SEF-04-2021-0129

Tsiaras, K. (2022). Volatility spillover effects among crude oil future market, SAR/EUR, and Saudi Arabia CDS Market: The evidence of DCC-FIGARCH model. International Journal of Multidisciplinary Research and Growth Evaluation, 3(2).

v. H. De Wet, J. H. (2005). The Importance of Country-Specific Risk Factors in Determining the Cost of Equity Capital for South African Companies. South African Journal of Business Management, 36(2), 47–55. https://doi.org/10.4102/sajbm.v36i2.625

Valadkhani, A., & Chen, G. (2014). An empirical analysis of the US stock market and output growth volatility spillover effects on three Anglo-Saxon countries. International Review of Applied Economics, 28(3), 323–335. https://doi.org/10.1080/02692171.2014.883586

Visser, J. (2019). What’s the prognosis for SA’s private healthcare? Finweek, 2019(20), 30–34.

Zakoian, J.-M. (1994). Threshold Heteroskedastic Models. Journal of Economic Dynamics and Control, 18(5), 931–955. https://doi.org/10.1016/0165-1889(94)90039-6

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Telif Hakkı (c) 2025 Chricencia Makanyara MURAPE, Raphael Tabani MPOFU

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