IDEAS home Printed from https://ideas.repec.org/a/sae/iimkoz/v12y2023i2p157-181.html
   My bibliography  Save this article

Stock Market Reaction to COVID-19: A Cross-Sectional Industry Analysis in Frontier Market

Author

Listed:
  • ATM Adnan
  • Sameer Al Johani

Abstract

The effect of COVID-19 on the efficiency of frontier stock markets at the industrial level has received little attention. This study aimed to analyze the Dhaka stock exchange’s immediate market response to the initial COVID-19 announcement at the industry level. An event study approach was used to cross-sectional daily returns of 311 enterprises grouped into seventeen industry groups to determine anomalous returns for a total of 21 trading days divided into seven separate event periods. According to the findings, the average abnormal return and cumulative average abnormal return for the total market return for the event and the subsequent days were both negative and statistically significant. A cross- sectional industrial analysis found that, except for the paper and printing industries, all other sectors produced a considerably abnormal and uniform negative abnormal return. The most substantial negative cumulative average abnormal returns were seen in event windows (0, 0), (0, +1) and (0, +5), which might be attributed to post-announcement drift and inefficient market activity. Furthermore, when comparing the results of the Manufacturing and Non-Manufacturing sectors, the Manufacturing sector had more gloomy outcomes. The COVID-19 epidemic was proven to have negative effects on several industry groups, including those in the pharmaceutical, information technology and telecommunications sectors, which were expected to benefit from the outbreak. This is one of the few empirical studies that investigate the impact of the epidemic on the cross-sectional industry stock return in frontier markets. The results of this research will aid both international and domestic investors in their pursuit of the best possible portfolio composition.

Suggested Citation

  • ATM Adnan & Sameer Al Johani, 2023. "Stock Market Reaction to COVID-19: A Cross-Sectional Industry Analysis in Frontier Market," IIM Kozhikode Society & Management Review, , vol. 12(2), pages 157-181, July.
  • Handle: RePEc:sae:iimkoz:v:12:y:2023:i:2:p:157-181
    DOI: 10.1177/22779752231163366
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/22779752231163366
    Download Restriction: no

    File URL: https://libkey.io/10.1177/22779752231163366?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Dharen Kumar Pandey & Vineeta Kumari, 2021. "An event study on the impacts of Covid-19 on the global stock markets," International Journal of Financial Markets and Derivatives, Inderscience Enterprises Ltd, vol. 8(2), pages 148-168.
    2. Md. Mahmudul Alam & Haitian Wei & Abu N. M. Wahid, 2021. "COVID‐19 outbreak and sectoral performance of the Australian stock market: An event study analysis," Australian Economic Papers, Wiley Blackwell, vol. 60(3), pages 482-495, September.
    3. Berger, Dave & Pukthuanthong, Kuntara & Jimmy Yang, J., 2011. "International diversification with frontier markets," Journal of Financial Economics, Elsevier, vol. 101(1), pages 227-242, July.
    4. Liew, Venus Khim-Sen & Puah, Chin-Hong, 2020. "Chinese stock market sectoral indices performance in the time of novel coronavirus pandemic," MPRA Paper 100414, University Library of Munich, Germany, revised 28 Apr 2020.
    5. Aswini Sukumaran & Rakesh Gupta & Thadavilil Jithendranathan, 2015. "Looking at new markets for international diversification: frontier markets," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 11(1), pages 97-116, February.
    6. Al-Awadhi, Abdullah M. & Alsaifi, Khaled & Al-Awadhi, Ahmad & Alhammadi, Salah, 2020. "Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    7. Espinosa-Méndez, Christian & Arias, Jose, 2021. "COVID-19 effect on herding behaviour in European capital markets," Finance Research Letters, Elsevier, vol. 38(C).
    8. Scott R. Baker & Nicholas Bloom & Steven J. Davis & Stephen J. Terry, 2020. "COVID-Induced Economic Uncertainty," NBER Working Papers 26983, National Bureau of Economic Research, Inc.
    9. Ramzi Benkraiem & Waël Louhichi & Pierre Marques, 2009. "Market reaction to sporting results The case of European listed football clubs," Post-Print halshs-00428516, HAL.
    10. Haroon, Omair & Rizvi, Syed Aun R., 2020. "COVID-19: Media coverage and financial markets behavior—A sectoral inquiry," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    11. Shiller, Robert J, 1990. "Market Volatility and Investor Behavior," American Economic Review, American Economic Association, vol. 80(2), pages 58-62, May.
    12. Boehmer, Ekkehart & Masumeci, Jim & Poulsen, Annette B., 1991. "Event-study methodology under conditions of event-induced variance," Journal of Financial Economics, Elsevier, vol. 30(2), pages 253-272, December.
    13. Mustafa K. Mujeri & Neaz Mujeri, 2020. "Bangladesh at Fifty," Palgrave Studies in Economic History, Palgrave Macmillan, number 978-3-030-56791-0, December.
    14. Goodell, John W. & Huynh, Toan Luu Duc, 2020. "Did Congress trade ahead? Considering the reaction of US industries to COVID-19," Finance Research Letters, Elsevier, vol. 36(C).
    15. Abu Taleb Mohammad Adnan & Mohammad Mahadi Hasan & Ezaz Ahmed, 2020. "Capital Market Reactions to the Arrival of COVID-19: A Developing Market Perspective," Economic Research Guardian, Weissberg Publishing, vol. 10(2), pages 97-121, December.
    16. Schell, Daniel & Wang, Mei & Huynh, Toan Luu Duc, 2020. "This time is indeed different: A study on global market reactions to public health crisis," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    17. Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
    18. Campbell, Cynthia J. & Wesley, Charles E., 1993. "Measuring security price performance using daily NASDAQ returns," Journal of Financial Economics, Elsevier, vol. 33(1), pages 73-92, February.
    19. Mazur, Mieszko & Dang, Man & Vega, Miguel, 2021. "COVID-19 and the march 2020 stock market crash. Evidence from S&P1500," Finance Research Letters, Elsevier, vol. 38(C).
    20. Zhu, Bo & Niu, Feng, 2016. "Investor sentiment, accounting information and stock price: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 38(C), pages 125-134.
    21. Aswini Sukumaran & Rakesh Gupta & Thadavilil Jithendranathan, 2015. "Looking at new markets for international diversification: frontier markets," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 11(1), pages 97-116, February.
    22. Razavi, Shahra. & Schwarzer, Helmut, & Durán Valverde, Fabio. & Ortiz, Isabel, & Dutt, Devika., 2021. "Social policy advice to countries from the International Monetary Fund during the COVID-19 crisis continuity and change," ILO Working Papers 995158693502676, International Labour Organization.
    23. Chun-Da Chen & Chin-Chun Chen & Wan-Wei Tang & Bor-Yi Huang, 2009. "The positive and negative impacts of the sars outbreak:a case of the Taiwan industries," Journal of Developing Areas, Tennessee State University, College of Business, vol. 43(1), pages 281-293, September.
    24. Hung Dang Ngoc & Van Vu Thi Thuy & Chi Le Van, 2021. "Covid 19 pandemic and Abnormal Stock Returns of listed companies in Vietnam," Cogent Business & Management, Taylor & Francis Journals, vol. 8(1), pages 1941587-194, January.
    25. Nerissa C. Brown & Theodore E. Christensen & W. Brooke Elliott & Richard D. Mergenthaler, 2012. "Investor Sentiment and Pro Forma Earnings Disclosures," Journal of Accounting Research, Wiley Blackwell, vol. 50(1), pages 1-40, March.
    26. Farrukh Shahzad & Dai Yannan & Hafiz Waqas Kamran & Wanich Suksatan & Nik Alif Amri Nik Hashim & Asif Razzaq, 2022. "Outbreak of epidemic diseases and stock returns: an event study of emerging economy," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 2313-2332, December.
    27. Farhan Ahmed & Aamir Aijaz Syed & Muhammad Abdul Kamal & Maria de las Nieves López-García & Jose Pedro Ramos-Requena & Swati Gupta, 2021. "Assessing the Impact of COVID-19 Pandemic on the Stock and Commodity Markets Performance and Sustainability: A Comparative Analysis of South Asian Countries," Sustainability, MDPI, vol. 13(10), pages 1-16, May.
    28. Srinivas Nippani & Kenneth Washer, 2004. "SARS: a non-event for affected countries' stock markets?," Applied Financial Economics, Taylor & Francis Journals, vol. 14(15), pages 1105-1110.
    29. Donadelli, Michael & Kizys, Renatas & Riedel, Max, 2017. "Dangerous infectious diseases: Bad news for Main Street, good news for Wall Street?," Journal of Financial Markets, Elsevier, vol. 35(C), pages 84-103.
    30. Maneenop, Sakkakom & Kotcharin, Suntichai, 2020. "The impacts of COVID-19 on the global airline industry: An event study approach," Journal of Air Transport Management, Elsevier, vol. 89(C).
    31. Armitage, Seth, 1995. "Event Study Methods and Evidence on Their Performance," Journal of Economic Surveys, Wiley Blackwell, vol. 9(1), pages 25-52, March.
    32. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    33. Fama, Eugene F, et al, 1969. "The Adjustment of Stock Prices to New Information," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 10(1), pages 1-21, February.
    34. Yi-Hsien Wang & Fu-Ju Yang & Li-Je Chen, 2013. "An investor's perspective on infectious diseases and their influence on market behavior," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 14(sup1), pages 112-127, June.
    35. Kothari, S. P. & Zimmerman, Jerold L., 1995. "Price and return models," Journal of Accounting and Economics, Elsevier, vol. 20(2), pages 155-192, September.
    36. Brown, Stephen J. & Warner, Jerold B., 1985. "Using daily stock returns : The case of event studies," Journal of Financial Economics, Elsevier, vol. 14(1), pages 3-31, March.
    37. HaiYue Liu & Aqsa Manzoor & CangYu Wang & Lei Zhang & Zaira Manzoor, 2020. "The COVID-19 Outbreak and Affected Countries Stock Markets Response," IJERPH, MDPI, vol. 17(8), pages 1-19, April.
    38. Clark, John & Mauck, Nathan & Pruitt, Stephen W., 2021. "The financial impact of COVID-19: Evidence from an event study of global hospitality firms," Research in International Business and Finance, Elsevier, vol. 58(C).
    39. Barber, Brad M. & Lyon, John D., 1996. "Detecting abnormal operating performance: The empirical power and specification of test statistics," Journal of Financial Economics, Elsevier, vol. 41(3), pages 359-399, July.
    40. Beaver, Wh, 1982. "Market-Based Empirical-Research In Accounting - A Review, Interpretation, And Extension - Discussion," Journal of Accounting Research, Wiley Blackwell, vol. 20, pages 323-331.
    41. Makin, Anthony J. & Layton, Allan, 2021. "The global fiscal response to COVID-19: Risks and repercussions," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 340-349.
    42. Brown, Stephen J. & Warner, Jerold B., 1980. "Measuring security price performance," Journal of Financial Economics, Elsevier, vol. 8(3), pages 205-258, September.
    43. Rosy Dhall & Bhanwar Singh, 2020. "The COVID-19 Pandemic and Herding Behaviour: Evidence from India’s Stock Market," Millennial Asia, , vol. 11(3), pages 366-390, December.
    44. repec:bla:eufman:v:4:y:1998:i:1:p:91-103 is not listed on IDEAS
    45. HaiYue Liu & Yile Wang & Dongmei He & Cangyu Wang, 2020. "Short term response of Chinese stock markets to the outbreak of COVID-19," Applied Economics, Taylor & Francis Journals, vol. 52(53), pages 5859-5872, November.
    46. Nittai K. Bergman & Sugata Roychowdhury, 2008. "Investor Sentiment and Corporate Disclosure," Journal of Accounting Research, Wiley Blackwell, vol. 46(5), pages 1057-1083, December.
    47. Marshall, Ben R. & Nguyen, Nhut H. & Visaltanachoti, Nuttawat, 2013. "Liquidity measurement in frontier markets," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 27(C), pages 1-12.
    48. Aswini Sukumaran & Rakesh Gupta & Thadavilil Jithendranathan, 2015. "Looking at new markets for international diversification: frontier markets," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 11(1), pages 97-116, February.
    49. Bipasha Barua & Suborna Barua, 2021. "COVID-19 implications for banks: evidence from an emerging economy," SN Business & Economics, Springer, vol. 1(1), pages 1-28, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yen-Chang Chen & Ying-Sing Liu, 2023. "Market Efficiency and Stock Investment Loss Aversion Guide During COVID-19 Pandemic Events: The Case for Applying Data Mining," SAGE Open, , vol. 13(4), pages 21582440231, December.

    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.
    1. Omer Ahmed Sayed & Hussein Eledum, 2023. "The short‐run response of Saudi Arabia stock market to the outbreak of COVID‐19 pandemic: An event‐study methodology," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 2367-2381, July.
    2. Naidu, Dharmendra & Ranjeeni, Kumari, 2021. "Effect of coronavirus fear on the performance of Australian stock returns: Evidence from an event study," Pacific-Basin Finance Journal, Elsevier, vol. 66(C).
    3. Tihana Škrinjarić, 2021. "Profiting on the Stock Market in Pandemic Times: Study of COVID-19 Effects on CESEE Stock Markets," Mathematics, MDPI, vol. 9(17), pages 1-20, August.
    4. Imlak Shaikh, 2022. "Impact of COVID-19 pandemic on the energy markets," Economic Change and Restructuring, Springer, vol. 55(1), pages 433-484, February.
    5. Isabel Carrillo-Hidalgo & Juan Ignacio Pulido-Fernández & José Luis Durán-Román & Jairo Casado-Montilla, 2023. "COVID-19 and tourism sector stock price in Spain: medium-term relationship through dynamic regression models," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-24, December.
    6. Salisu, Afees A. & Shaik, Muneer, 2022. "Islamic Stock indices and COVID-19 pandemic," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 282-293.
    7. Kothari, S. P., 2001. "Capital markets research in accounting," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 105-231, September.
    8. Szczygielski, Jan Jakub & Charteris, Ailie & Bwanya, Princess Rutendo & Brzeszczyński, Janusz, 2022. "The impact and role of COVID-19 uncertainty: A global industry analysis," International Review of Financial Analysis, Elsevier, vol. 80(C).
    9. Shaikh, Imlak, 2021. "On the relation between Pandemic Disease Outbreak News and Crude oil, Gold, Gold mining, Silver and Energy Markets," Resources Policy, Elsevier, vol. 72(C).
    10. Rao, Purnima & Goyal, Nisha & Kumar, Satish & Hassan, M. Kabir & Shahimi, Shahida, 2021. "Vulnerability of financial markets in India: The contagious effect of COVID-19," Research in International Business and Finance, Elsevier, vol. 58(C).
    11. Martins, António Miguel & Cró, Susana, 2022. "Airline stock markets reaction to the COVID-19 outbreak and vaccines: An event study," Journal of Air Transport Management, Elsevier, vol. 105(C).
    12. Corrado, Charles J. & Truong, Cameron, 2008. "Conducting event studies with Asia-Pacific security market data," Pacific-Basin Finance Journal, Elsevier, vol. 16(5), pages 493-521, November.
    13. Peng-Fei Dai & Xiong Xiong & Zhifeng Liu & Toan Luu Duc Huynh & Jianjun Sun, 2021. "Preventing crash in stock market: The role of economic policy uncertainty during COVID-19," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-15, December.
    14. Ahmad, Wasim & Kutan, Ali M. & Chahal, Rishman Jot Kaur & Kattumuri, Ruth, 2021. "COVID-19 Pandemic and firm-level dynamics in the USA, UK, Europe, and Japan," International Review of Financial Analysis, Elsevier, vol. 78(C).
    15. David M. Goldberg & Jason K. Deane & Terry R. Rakes & Loren Paul Rees, 2022. "3D Printing Technology and the Market Value of the Firm," Information Systems Frontiers, Springer, vol. 24(4), pages 1379-1392, August.
    16. Jan Bartholdy & Dennis Olson & Paula Peare, 2007. "Conducting Event Studies on a Small Stock Exchange," The European Journal of Finance, Taylor & Francis Journals, vol. 13(3), pages 227-252.
    17. Aharon, David Y. & Siev, Smadar, 2021. "COVID-19, government interventions and emerging capital markets performance," Research in International Business and Finance, Elsevier, vol. 58(C).
    18. Nicolau, Juan Luis & Sharma, Abhinav, 2022. "A review of research into drivers of firm value through event studies in tourism and hospitality: Launching the Annals of Tourism Research curated collection on drivers of firm value through event stu," Annals of Tourism Research, Elsevier, vol. 95(C).
    19. Bhanwar Singh & Rosy Dhall & Sahil Narang & Savita Rawat, 2024. "The Outbreak of COVID-19 and Stock Market Responses: An Event Study and Panel Data Analysis for G-20 Countries," Global Business Review, International Management Institute, vol. 25(3), pages 606-631, June.
    20. Bouteska, Ahmed, 2019. "The effect of investor sentiment on market reactions to financial earnings restatements: Lessons from the United States," Journal of Behavioral and Experimental Finance, Elsevier, vol. 24(C).

    Corrections

    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:sae:iimkoz:v:12:y:2023:i:2:p:157-181. 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: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.