Analysis of Gold, Bitcoin, and Gold-Backed Cryptocurrencies as Safe Havens during Global Crises: A Focus on Artificial Intelligence Companies
Author
Abstract
Suggested Citation
DOI: 10.1007/s10614-024-10757-4
Download full text from publisher
As the access to this document is restricted, you may want to
for a different version of it.References listed on IDEAS
- Dirk G. Baur & Brian M. Lucey, 2010.
"Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold,"
The Financial Review, Eastern Finance Association, vol. 45(2), pages 217-229, May.
- Dirk G. Baur & Brian M. Lucey, 2007. "Is Gold a Hedge or a Safe Haven? An Analysis of Stocks, Bonds and Gold," The Institute for International Integration Studies Discussion Paper Series iiisdp198, IIIS.
- Salisu, Afees A. & Raheem, Ibrahim D. & Vo, Xuan Vinh, 2021.
"Assessing the safe haven property of the gold market during COVID-19 pandemic,"
International Review of Financial Analysis, Elsevier, vol. 74(C).
- Salisu, Afees & Raheem, Ibrahim & Vo, Xuan, 2021. "Assessing the safe haven property of the gold market during COVID-19 pandemic," MPRA Paper 105353, University Library of Munich, Germany.
- Yousaf, Imran & Yarovaya, Larisa, 2022. "Spillovers between the Islamic gold-backed cryptocurrencies and equity markets during the COVID-19: A sectorial analysis," Pacific-Basin Finance Journal, Elsevier, vol. 71(C).
- Nabila Boukef Jlassi & Ahmed Jeribi & Amine Lahiani & Salma Mefteh-Wali, 2023. "Subsample analysis of stock market – cryptocurrency returns tail dependence: A copula approach for the tails," Post-Print hal-04353030, HAL.
- Li, Jianping & Li, Jingyu & Zhu, Xiaoqian & Yao, Yinhong & Casu, Barbara, 2020. "Risk spillovers between FinTech and traditional financial institutions: Evidence from the U.S," International Review of Financial Analysis, Elsevier, vol. 71(C).
- Ihsan Erdem Kayral & Ahmed Jeribi & Sahar Loukil, 2023. "Are Bitcoin and Gold a Safe Haven during COVID-19 and the 2022 Russia–Ukraine War?," JRFM, MDPI, vol. 16(4), pages 1-22, April.
- Lorenzo Cappiello & Robert F. Engle & Kevin Sheppard, 2006.
"Asymmetric Dynamics in the Correlations of Global Equity and Bond Returns,"
Journal of Financial Econometrics, Oxford University Press, vol. 4(4), pages 537-572.
- Cappiello, Lorenzo & Engle, Robert F. & Sheppard, Kevin, 2003. "Asymmetric dynamics in the correlations of global equity and bond returns," Working Paper Series 204, European Central Bank.
- Tom Doan, 2025. "RATS program to estimate various forms of DCC GARCH models," Statistical Software Components RTZ00174, Boston College Department of Economics.
- Wang, Xinjie & Xiang, Zhiqiang & Xu, Weike & Yuan, Peixuan, 2022. "The causal relationship between social media sentiment and stock return: Experimental evidence from an online message forum," Economics Letters, Elsevier, vol. 216(C).
- Boubaker, Sabri & Goodell, John W. & Pandey, Dharen Kumar & Kumari, Vineeta, 2022.
"Heterogeneous impacts of wars on global equity markets: Evidence from the invasion of Ukraine,"
Finance Research Letters, Elsevier, vol. 48(C).
- S. Boubaker & J.W. Goodell & D.K. Pandey & V. Kumari, 2022. "Heterogeneous Impacts of Wars on Global Equity Markets: Evidence from the Invasion of Ukraine," Post-Print hal-04452667, HAL.
- Marie Briere & Kim Oosterlinck & Ariane Szafarz, 2015.
"Virtual Currency, Tangible Return: Portfolio Diversification with Bitcoins,"
Post-Print CEB, ULB -- Universite Libre de Bruxelles, vol. 16(6), pages 365-373.
- Marie Briere & Kim Oosterlinck & Ariane Szafarz, 2013. "Virtual Currency, Tangible Return: Portfolio Diversification with Bitcoin," Working Papers CEB 13-031, ULB -- Universite Libre de Bruxelles.
- Marie Briere & Kim Oosterlinck & Ariane Szafarz, 2015. "Virtual Currency, Tangible Return: Portfolio Diversification with Bitcoins," ULB Institutional Repository 2013/226296, ULB -- Universite Libre de Bruxelles.
- Marie Brière & Kim Oosterlinck & Ariane Szafarz, 2015. "Virtual Currency, Tangible Return: Portfolio Diversification with Bitcoin," Post-Print hal-02315410, HAL.
- Pho, Kim Hung & Ly, Sel & Lu, Richard & Hoang, Thi Hong Van & Wong, Wing-Keung, 2021. "Is Bitcoin a better portfolio diversifier than gold? A copula and sectoral analysis for China," International Review of Financial Analysis, Elsevier, vol. 74(C).
- Ghorbali, Bassem & Kaabia, Olfa & Naoui, Kamel & Urom, Christian & Slimane, Ikrame Ben, 2023. "Wheat as a hedge and safe haven for equity investors during the Russia–Ukraine war," Finance Research Letters, Elsevier, vol. 58(PC).
- Azmi, Wajahat & Anwer, Zaheer & Azmi, Shujaat Naeem & Nobanee, Haitham, 2023. "How did major global asset classes respond to Silicon Valley Bank failure?," Finance Research Letters, Elsevier, vol. 56(C).
- Kroner, Kenneth F. & Sultan, Jahangir, 1993. "Time-Varying Distributions and Dynamic Hedging with Foreign Currency Futures," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(4), pages 535-551, December.
- Chortane, Sana Gaied & Pandey, Dharen Kumar, 2022. "Does the Russia-Ukraine war lead to currency asymmetries? A US dollar tale," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
- Dammak, Wael & Boutouria, Nahla & Ben Hamad, Salah & de Peretti, Christian, 2023.
"Investor behavior in the currency option market during the COVID-19 pandemic,"
The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
- Wael Dammak & Nahla Boutouria & Salah Ben Hamad & Christian de Peretti, 2023. "Investor behavior in the currency option market during the COVID-19 pandemic," Post-Print hal-04875460, HAL.
- Jareño, Francisco & González, María de la O & Tolentino, Marta & Sierra, Karen, 2020. "Bitcoin and gold price returns: A quantile regression and NARDL analysis," Resources Policy, Elsevier, vol. 67(C).
- Selmi, Refk & Mensi, Walid & Hammoudeh, Shawkat & Bouoiyour, Jamal, 2018.
"Is Bitcoin a hedge, a safe haven or a diversifier for oil price movements? A comparison with gold,"
Energy Economics, Elsevier, vol. 74(C), pages 787-801.
- Refk Selmi & Walid Mensi & Shawkat Hammoudeh & Jamal Bouoiyour, 2018. "Is Bitcoin a hedge, a safe haven or a diversifier for oil price movements? A comparison with gold," Post-Print hal-01879667, HAL.
- Bouri, Elie & Hussain Shahzad, Syed Jawad & Roubaud, David, 2020. "Cryptocurrencies as hedges and safe-havens for US equity sectors," The Quarterly Review of Economics and Finance, Elsevier, vol. 75(C), pages 294-307.
- Ahmed Jeribi & Mohamed Fakhfekh, 2021. "Portfolio management and dependence structure between cryptocurrencies and traditional assets: evidence from FIEGARCH-EVT-Copula," Journal of Asset Management, Palgrave Macmillan, vol. 22(3), pages 224-239, May.
- Rabbani, Mustafa Raza & Billah, Syed Mabruk & Shaik, Muneer & Rahman, Mashuk & Boujlil, Rhada, 2023. "Dynamic connectedness, spillover, and optimal hedging strategy among FinTech, Sukuk, and Islamic equity markets," Global Finance Journal, Elsevier, vol. 58(C).
- Karamti, Chiraz & Jeribi, Ahmed, 2023. "Stock markets from COVID-19 to the Russia–Ukraine crisis: Structural breaks in interactive effects panels," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
- Ali, Hassnian & Aysan, Ahmet Faruk & Yousef, Tariq M, 2023. "From Tech Hub to Banking Failure: Exploring the Implications of CBDCs on the Destiny of Silicon Valley Bank," MPRA Paper 116937, University Library of Munich, Germany.
- Będowska-Sójka, Barbara & Demir, Ender & Zaremba, Adam, 2022. "Hedging Geopolitical Risks with Different Asset Classes: A Focus on the Russian Invasion of Ukraine," Finance Research Letters, Elsevier, vol. 50(C).
- Bouri, Elie & Molnár, Peter & Azzi, Georges & Roubaud, David & Hagfors, Lars Ivar, 2017.
"On the hedge and safe haven properties of Bitcoin: Is it really more than a diversifier?,"
Finance Research Letters, Elsevier, vol. 20(C), pages 192-198.
- Elie Bouri & Peter Molnár & Georges Azzi & David Roubaud & Lars Ivar Hagfors, 2017. "On the hedge and safe haven properties of Bitcoin: Is it really more than a diversifier?," Post-Print hal-02000697, HAL.
- Glosten, Lawrence R & Jagannathan, Ravi & Runkle, David E, 1993.
"On the Relation between the Expected Value and the Volatility of the Nominal Excess Return on Stocks,"
Journal of Finance, American Finance Association, vol. 48(5), pages 1779-1801, December.
- Lawrence R. Glosten & Ravi Jagannathan & David E. Runkle, 1993. "On the relation between the expected value and the volatility of the nominal excess return on stocks," Staff Report 157, Federal Reserve Bank of Minneapolis.
- Julien Chevallier, 2023. "‘Safe Assets’ during COVID-19: A Portfolio Management Perspective," Post-Print halshs-04250328, HAL.
- Engle, Robert, 2002.
"Dynamic Conditional Correlation: A Simple Class of Multivariate Generalized Autoregressive Conditional Heteroskedasticity Models,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 20(3), pages 339-350, July.
- Tom Doan, 2026. "GARCHMVDCC2: RATS program to demonstrate multivariate GARCH using 2-stage DCC," Statistical Software Components RTJ00027, Boston College Department of Economics.
- Tom Doan, 2025. "RATS program to demonstrate multivariate GARCH using 2-stage DCC," Statistical Software Components RTZ00068, Boston College Department of Economics.
- Sutton, Steve G. & Holt, Matthew & Arnold, Vicky, 2016. "“The reports of my death are greatly exaggerated”—Artificial intelligence research in accounting," International Journal of Accounting Information Systems, Elsevier, vol. 22(C), pages 60-73.
- Chaudhry, Sajid M. & Ahmed, Rizwan & Huynh, Toan Luu Duc & Benjasak, Chonlakan, 2022. "Tail risk and systemic risk of finance and technology (FinTech) firms," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
- Choudhury, Tonmoy & Kinateder, Harald & Neupane, Biwesh, 2022. "Gold, bonds, and epidemics: A safe haven study," Finance Research Letters, Elsevier, vol. 48(C).
- Akhtaruzzaman, Md & Boubaker, Sabri & Lucey, Brian M. & Sensoy, Ahmet, 2021.
"Is gold a hedge or a safe-haven asset in the COVID–19 crisis?,"
Economic Modelling, Elsevier, vol. 102(C).
- Md Akhtaruzzaman & Sabri Boubaker & Brian M Lucey & Ahmet Sensoy, 2021. "Is gold a hedge or a safe-haven asset in the COVID–19 crisis?," Post-Print hal-04998990, HAL.
- Dyhrberg, Anne Haubo, 2016. "Bitcoin, gold and the dollar – A GARCH volatility analysis," Finance Research Letters, Elsevier, vol. 16(C), pages 85-92.
- Yousaf, Imran & Riaz, Yasir & Goodell, John W., 2023. "The impact of the SVB collapse on global financial markets: Substantial but narrow," Finance Research Letters, Elsevier, vol. 55(PB).
- Díaz, Antonio & Esparcia, Carlos & Huélamo, Diego, 2023. "Stablecoins as a tool to mitigate the downside risk of cryptocurrency portfolios," The North American Journal of Economics and Finance, Elsevier, vol. 64(C).
- Gian Piero Aielli, 2013. "Dynamic Conditional Correlation: On Properties and Estimation," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 282-299, July.
- Jlassi, Nabila Boukef & Jeribi, Ahmed & Lahiani, Amine & Mefteh-Wali, Salma, 2023. "Subsample analysis of stock market – cryptocurrency returns tail dependence: A copula approach for the tails," Finance Research Letters, Elsevier, vol. 58(PA).
- Mohamed Fakhfekh & Ahmed Jeribi & Ahmed Ghorbel & Nejib Hachicha, 2021. "Hedging stock market prices with WTI, Gold, VIX and cryptocurrencies: a comparison between DCC, ADCC and GO-GARCH models," International Journal of Emerging Markets, Emerald Group Publishing Limited, vol. 18(4), pages 978-1006, June.
- Aloui, Chaker & Hamida, Hela ben & Yarovaya, Larisa, 2021. "Are Islamic gold-backed cryptocurrencies different?," Finance Research Letters, Elsevier, vol. 39(C).
- Julien Chevallier, 2023. "‘Safe Assets’ during COVID-19: A Portfolio Management Perspective," Commodities, MDPI, vol. 2(1), pages 1-39, January.
- Goodell, John W. & Goutte, Stephane, 2021. "Diversifying equity with cryptocurrencies during COVID-19," International Review of Financial Analysis, Elsevier, vol. 76(C).
- Dirk G Baur & Kristoffer Glover, 2012. "The Destruction of a Safe Haven Asset?," Working Paper Series 174, Finance Discipline Group, UTS Business School, University of Technology, Sydney.
- Lin, Mei-Yin & An, Che-Lun, 2021. "The relationship between Bitcoin and resource commodity futures: Evidence from NARDL approach," Resources Policy, Elsevier, vol. 74(C).
- Wasiuzzaman, Shaista & Muhd Azwan, Ayu Nadhirah & Hj Nordin, Aina Nazurah, 2023. "Analysis of the performance of Islamic gold-backed cryptocurrencies during the bear market of 2020," Emerging Markets Review, Elsevier, vol. 54(C).
- Beckmann, Joscha & Berger, Theo & Czudaj, Robert, 2015.
"Does gold act as a hedge or a safe haven for stocks? A smooth transition approach,"
Economic Modelling, Elsevier, vol. 48(C), pages 16-24.
- Beckmann, Joscha & Berger, Theo & Czudaj, Robert, 2014. "Does Gold Act as a Hedge or a Safe Haven for Stocks? A Smooth Transition Approach," Ruhr Economic Papers 502, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
- Zhao, Jinsong & Li, Xinghao & Yu, Chin-Hsien & Chen, Shi & Lee, Chi-Chuan, 2022. "Riding the FinTech innovation wave: FinTech, patents and bank performance," Journal of International Money and Finance, Elsevier, vol. 122(C).
- Jalan, Akanksha & Matkovskyy, Roman & Yarovaya, Larisa, 2021.
"“Shiny” crypto assets: A systemic look at gold-backed cryptocurrencies during the COVID-19 pandemic,"
International Review of Financial Analysis, Elsevier, vol. 78(C).
- Akanksha Jalan & Roman Matkovskyy & Larisa Yarovaya, 2021. "“Shiny” crypto assets: A systemic look at gold-backed cryptocurrencies during the COVID-19 pandemic," Post-Print hal-03512893, HAL.
- Wen, Fenghua & Tong, Xi & Ren, Xiaohang, 2022. "Gold or Bitcoin, which is the safe haven during the COVID-19 pandemic?," International Review of Financial Analysis, Elsevier, vol. 81(C).
- Ahmed Jeribi & Mohamed Fakhfekh & Anis Jarboui, 2022. "Volatility dynamics and diversification benefits of Bitcoin under asymmetric and long memory effects," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 26(1), pages 65-83.
- Shahzad, Syed Jawad Hussain & Bouri, Elie & Roubaud, David & Kristoufek, Ladislav & Lucey, Brian, 2019. "Is Bitcoin a better safe-haven investment than gold and commodities?," International Review of Financial Analysis, Elsevier, vol. 63(C), pages 322-330.
- Akyildirim, Erdinc & Corbet, Shaen & Sensoy, Ahmet & Yarovaya, Larisa, 2020. "The impact of blockchain related name changes on corporate performance," Journal of Corporate Finance, Elsevier, vol. 65(C).
- Baur, Dirk G. & Hoang, Lai T., 2021. "A crypto safe haven against Bitcoin," Finance Research Letters, Elsevier, vol. 38(C).
- Karim, Sitara & Lucey, Brian M. & Naeem, Muhammad Abubakr & Uddin, Gazi Salah, 2022. "Examining the interrelatedness of NFTs, DeFi tokens and cryptocurrencies," Finance Research Letters, Elsevier, vol. 47(PB).
- Dutta, Anupam & Das, Debojyoti & Jana, R.K. & Vo, Xuan Vinh, 2020. "COVID-19 and oil market crash: Revisiting the safe haven property of gold and Bitcoin," Resources Policy, Elsevier, vol. 69(C).
- Chan, Wing Hong & Le, Minh & Wu, Yan Wendy, 2019. "Holding Bitcoin longer: The dynamic hedging abilities of Bitcoin," The Quarterly Review of Economics and Finance, Elsevier, vol. 71(C), pages 107-113.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Hoque, Mohammad Enamul & Billah, Mabruk & Alam, Md Rafayet & Tiwari, Aviral Kumar, 2024. "Gold-backed cryptocurrencies: A hedging tool against categorical and regional financial stress," Global Finance Journal, Elsevier, vol. 60(C).
- Hampl, Filip & Vágnerová Linnertová, Dagmar & Horváth, Matúš, 2024. "Crypto havens during war times? Evidence from the Russian invasion of Ukraine," The North American Journal of Economics and Finance, Elsevier, vol. 71(C).
- Rubaiyat Ahsan Bhuiyan & Afzol Husain & Changyong Zhang, 2023. "Diversification evidence of bitcoin and gold from wavelet analysis," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-36, December.
- Ustaoglu, Erkan, 2023. "Diversification, hedge, and safe-haven properties of gold and bitcoin with portfolio implications during the Russia–Ukraine war," Resources Policy, Elsevier, vol. 84(C).
- Syuhada, Khreshna & Hakim, Arief & Suprijanto, Djoko & Muchtadi-Alamsyah, Intan & Arbi, Lukman, 2022. "Is Tether a safe haven of safe haven amid COVID-19? An assessment against Bitcoin and oil using improved measures of risk," Resources Policy, Elsevier, vol. 79(C).
- Jiang, Yonghong & Lie, Jiayi & Wang, Jieru & Mu, Jinqi, 2021. "Revisiting the roles of cryptocurrencies in stock markets: A quantile coherency perspective," Economic Modelling, Elsevier, vol. 95(C), pages 21-34.
- Wen, Fenghua & Tong, Xi & Ren, Xiaohang, 2022. "Gold or Bitcoin, which is the safe haven during the COVID-19 pandemic?," International Review of Financial Analysis, Elsevier, vol. 81(C).
- Ismail Adelopo & Xiaojun Luo, 2025. "Interconnectedness among cryptocurrencies and financial markets: a systematic literature review," Digital Finance, Springer, vol. 7(4), pages 1119-1171, December.
- Ihsan Erdem Kayral & Ahmed Jeribi & Sahar Loukil, 2023. "Are Bitcoin and Gold a Safe Haven during COVID-19 and the 2022 Russia–Ukraine War?," JRFM, MDPI, vol. 16(4), pages 1-22, April.
- Tarchella, Salma & Khalfaoui, Rabeh & Hammoudeh, Shawkat, 2024. "The safe haven, hedging, and diversification properties of oil, gold, and cryptocurrency for the G7 equity markets: Evidence from the pre- and post-COVID-19 periods," Research in International Business and Finance, Elsevier, vol. 67(PB).
- Hussain Shahzad, Syed Jawad & Bouri, Elie & Roubaud, David & Kristoufek, Ladislav, 2020. "Safe haven, hedge and diversification for G7 stock markets: Gold versus bitcoin," Economic Modelling, Elsevier, vol. 87(C), pages 212-224.
- Wang, Peijin & Zhang, Hongwei & Yang, Cai & Guo, Yaoqi, 2021. "Time and frequency dynamics of connectedness and hedging performance in global stock markets: Bitcoin versus conventional hedges," Research in International Business and Finance, Elsevier, vol. 58(C).
- Just, Małgorzata & Echaust, Krzysztof, 2024. "Cryptocurrencies against stock market risk: New insights into hedging effectiveness," Research in International Business and Finance, Elsevier, vol. 67(PA).
- Yousfi, Mohamed & Farhani, Ramzi & Bouzgarrou, Houssam, 2024. "From the pandemic to the Russia–Ukraine crisis: Dynamic behavior of connectedness between financial markets and implications for portfolio management," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1178-1197.
- Akhtaruzzaman, Md & Boubaker, Sabri & Lucey, Brian M. & Sensoy, Ahmet, 2021.
"Is gold a hedge or a safe-haven asset in the COVID–19 crisis?,"
Economic Modelling, Elsevier, vol. 102(C).
- Md Akhtaruzzaman & Sabri Boubaker & Brian M Lucey & Ahmet Sensoy, 2021. "Is gold a hedge or a safe-haven asset in the COVID–19 crisis?," Post-Print hal-04998990, HAL.
- Hung, Jui-Cheng & Liu, Hung-Chun & Jimmy Yang, J., 2024. "The economic value of Bitcoin: A volatility timing perspective with portfolio rebalancing," The North American Journal of Economics and Finance, Elsevier, vol. 74(C).
- Nguyen, Bao Khac Quoc & Pham, Dung Thi Ngoc, 2025. "Investing during a Fintech revolution: The hedge and safe haven properties of Bitcoin and Ethereum," Research in International Business and Finance, Elsevier, vol. 73(PA).
- Ali, Fahad & Bouri, Elie & Naifar, Nader & Shahzad, Syed Jawad Hussain & AlAhmad, Mohammad, 2022. "An examination of whether gold-backed Islamic cryptocurrencies are safe havens for international Islamic equity markets," Research in International Business and Finance, Elsevier, vol. 63(C).
- Walid Bakry & Audil Rashid & Somar Al-Mohamad & Nasser El-Kanj, 2021. "Bitcoin and Portfolio Diversification: A Portfolio Optimization Approach," JRFM, MDPI, vol. 14(7), pages 1-24, June.
- Nedved, Martin & Kristoufek, Ladislav, 2023. "Safe havens for Bitcoin," Finance Research Letters, Elsevier, vol. 51(C).
More about this item
Keywords
; ; ; ; ; ;JEL classification:
- G01 - Financial Economics - - General - - - Financial Crises
- G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
- G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
- G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:compec:v:66:y:2025:i:4:d:10.1007_s10614-024-10757-4. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/a/kap/compec/v66y2025i4d10.1007_s10614-024-10757-4.html