IDEAS home Printed from https://ideas.repec.org/a/spr/fininn/v9y2023i1d10.1186_s40854-023-00477-3.html
   My bibliography  Save this article

Analysis of an event study using the Fama–French five-factor model: teaching approaches including spreadsheets and the R programming language

Author

Listed:
  • Monica Martinez-Blasco

    (IQS School of Management-Universitat Ramon Llull)

  • Vanessa Serrano

    (IQS School of Engineering-Universitat Ramon Llull)

  • Francesc Prior

    (IQS School of Management-Universitat Ramon Llull)

  • Jordi Cuadros

    (IQS School of Engineering-Universitat Ramon Llull)

Abstract

The current financial education framework has an increasing need to introduce tools that facilitate the application of theoretical models to real-world data and contexts. However, only a limited number of free tools are available for this purpose. Given this lack of tools, the present study provides two approaches to facilitate the implementation of an event study. The first approach consists of a set of MS Excel files based on the Fama–French five-factor model, which allows the application of the event study methodology in a semi-automatic manner. The second approach is an open-source R-programmed tool through which results can be obtained in the context of an event study without the need for programming knowledge. This tool widens the calculus possibilities provided by the first approach and offers the option to apply not only the Fama–French five-factor model but also other models that are common in the financial literature. It is a user-friendly tool that enables reproducibility of the analysis and ensures that the calculations are free of manipulation errors. Both approaches are freely available and ready-to-use.

Suggested Citation

  • Monica Martinez-Blasco & Vanessa Serrano & Francesc Prior & Jordi Cuadros, 2023. "Analysis of an event study using the Fama–French five-factor model: teaching approaches including spreadsheets and the R programming language," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-34, December.
  • Handle: RePEc:spr:fininn:v:9:y:2023:i:1:d:10.1186_s40854-023-00477-3
    DOI: 10.1186/s40854-023-00477-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s40854-023-00477-3
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1186/s40854-023-00477-3?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. Fama, Eugene F. & French, Kenneth R., 2017. "International tests of a five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 123(3), pages 441-463.
    2. Womack, Kent L, 1996. "Do Brokerage Analysts' Recommendations Have Investment Value?," Journal of Finance, American Finance Association, vol. 51(1), pages 137-167, March.
    3. Alina Sorescu & Nooshin L. Warren & Larisa Ertekin, 2017. "Event study methodology in the marketing literature: an overview," Journal of the Academy of Marketing Science, Springer, vol. 45(2), pages 186-207, March.
    4. Zachary McGurk & Adam Nowak & Joshua C. Hall, 2020. "Stock returns and investor sentiment: textual analysis and social media," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 44(3), pages 458-485, July.
    5. Namgyoo K. Park, 2004. "A guide to using event study methods in multi‐country settings," Strategic Management Journal, Wiley Blackwell, vol. 25(7), pages 655-668, July.
    6. Kim, O & Verrecchia, Re, 1991. "Trading Volume And Price Reactions To Public Announcements," Journal of Accounting Research, Wiley Blackwell, vol. 29(2), pages 302-321.
    7. Wenmin Wu & Chien-Chiang Lee & Wenwu Xing & Shan-Ju Ho, 2021. "The impact of the COVID-19 outbreak on Chinese-listed tourism stocks," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-18, December.
    8. Fama, Eugene F. & French, Kenneth R., 2015. "A five-factor asset pricing model," Journal of Financial Economics, Elsevier, vol. 116(1), pages 1-22.
    9. Ball, R & Brown, P, 1968. "Empirical Evaluation Of Accounting Income Numbers," Journal of Accounting Research, Wiley Blackwell, vol. 6(2), pages 159-178.
    10. Chun-Da Chen & Ali M. Kutan, 2016. "Information Transmission Through Rumors in Stock Markets: A New Evidence," Journal of Behavioral Finance, Taylor & Francis Journals, vol. 17(4), pages 365-381, October.
    11. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    12. Beaver, Wh, 1968. "Information Content Of Annual Earnings Announcements," Journal of Accounting Research, Wiley Blackwell, vol. 6, pages 67-92.
    13. James W. Kolari & Seppo Pynnönen, 2010. "Event Study Testing with Cross-sectional Correlation of Abnormal Returns," The Review of Financial Studies, Society for Financial Studies, vol. 23(11), pages 3996-4025, November.
    14. Ali Ataullah & Xiaojing Song & Mark Tippett, 2011. "A modified Corrado test for assessing abnormal security returns," The European Journal of Finance, Taylor & Francis Journals, vol. 17(7), pages 589-601.
    15. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    16. Li, Yanhong & Kou, Gang & Li, Guangxu & Peng, Yi, 2022. "Consensus reaching process in large-scale group decision making based on bounded confidence and social network," European Journal of Operational Research, Elsevier, vol. 303(2), pages 790-802.
    17. Armitage, Seth, 1995. "Event Study Methods and Evidence on Their Performance," Journal of Economic Surveys, Wiley Blackwell, vol. 9(1), pages 25-52, March.
    18. Corrado, Charles J., 1989. "A nonparametric test for abnormal security-price performance in event studies," Journal of Financial Economics, Elsevier, vol. 23(2), pages 385-395, August.
    19. 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.
    20. Pandey, Dharen Kumar & Kumari, Vineeta, 2021. "Event study on the reaction of the developed and emerging stock markets to the 2019-nCoV outbreak," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 467-483.
    21. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    22. Gok, Ibrahim Yasar & Demirdogen, Yavuz & Topuz, Sefa, 2020. "The impacts of terrorism on Turkish equity market: An investigation using intraday data," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 540(C).
    23. Brown, Stephen J. & Warner, Jerold B., 1980. "Measuring security price performance," Journal of Financial Economics, Elsevier, vol. 8(3), pages 205-258, September.
    24. Yuxing Yan, 2017. "Teaching programming skills to finance students: how to design and teach a great course," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 3(1), pages 1-14, December.
    25. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    26. William A. Reese & Russell P. Robins, 2017. "Performing an event study: An exercise for finance students," The Journal of Economic Education, Taylor & Francis Journals, vol. 48(3), pages 206-215, July.
    27. Hudson, Robert & Urquhart, Andrew, 2015. "War and stock markets: The effect of World War Two on the British stock market," International Review of Financial Analysis, Elsevier, vol. 40(C), pages 166-177.
    28. Dyckman, T & Philbrick, D & Stephan, J, 1984. "A Comparison Of Event Study Methodologies Using Daily Stock Returns - A Simulation Approach," Journal of Accounting Research, Wiley Blackwell, vol. 22, pages 1-30.
    Full references (including those not matched with items on IDEAS)

    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. 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).
    2. Ding, Li & Lam, Hugo K.S. & Cheng, T.C.E. & Zhou, Honggeng, 2018. "A review of short-term event studies in operations and supply chain management," International Journal of Production Economics, Elsevier, vol. 200(C), pages 329-342.
    3. Sadok El Ghoul & Omrane Guedhami & Sattar A. Mansi & Oumar Sy, 2023. "Event studies in international finance research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 54(2), pages 344-364, March.
    4. Dionysia Dionysiou, 2015. "Choosing Among Alternative Long-Run Event-Study Techniques," Journal of Economic Surveys, Wiley Blackwell, vol. 29(1), pages 158-198, February.
    5. Steffen Hundt & Andreas Horsch, 2019. "Sponsorship of the FIFA world cup, shareholder wealth, and the impact of corruption," Applied Economics, Taylor & Francis Journals, vol. 51(23), pages 2468-2491, May.
    6. 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).
    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. Kiesel, Florian & Ries, Jörg M. & Tielmann, Artur, 2017. "Reprint of “The impact of mergers and acquisitions on shareholders' wealth in the logistics service industry”," International Journal of Production Economics, Elsevier, vol. 194(C), pages 261-277.
    9. Wijayana, Singgih & Gray, Sidney J., 2018. "Capital market consequences of cultural influences on earnings: The case of cross-listed firms in the U.S. stock market," International Review of Financial Analysis, Elsevier, vol. 57(C), pages 134-147.
    10. Alina Sorescu & Nooshin L. Warren & Larisa Ertekin, 2017. "Event study methodology in the marketing literature: an overview," Journal of the Academy of Marketing Science, Springer, vol. 45(2), pages 186-207, March.
    11. Benjamin Kleidt & Eckhard Scharmer & Dirk Schiereck, 2009. "Desinvestitionen von Aktienpaketen — Eine Analyse von Exchangeable Bonds," Schmalenbach Journal of Business Research, Springer, vol. 61(7), pages 738-780, November.
    12. Vahidin Jeleskovic & Yinan Wan, 2024. "The impact of Facebook-Cambridge Analytica data scandal on the USA tech stock market: An event study based on clustering method," Papers 2402.14206, arXiv.org.
    13. S. P. Kothari & Charles Wasley, 2019. "Commemorating the 50‐Year Anniversary of Ball and Brown (1968): The Evolution of Capital Market Research over the Past 50 Years," Journal of Accounting Research, Wiley Blackwell, vol. 57(5), pages 1117-1159, December.
    14. Kumari, Vineeta & Kumar, Gaurav & Pandey, Dharen Kumar, 2023. "Are the European Union stock markets vulnerable to the Russia–Ukraine war?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
    15. Konchitchki, Yaniv & O'Leary, Daniel E., 2011. "Event study methodologies in information systems research," International Journal of Accounting Information Systems, Elsevier, vol. 12(2), pages 99-115.
    16. Kiesel, Florian & Ries, Jörg M. & Tielmann, Artur, 2017. "The impact of mergers and acquisitions on shareholders' wealth in the logistics service industry," International Journal of Production Economics, Elsevier, vol. 193(C), pages 781-797.
    17. Lanfear, Matthew G. & Lioui, Abraham & Siebert, Mark G., 2019. "Market anomalies and disaster risk: Evidence from extreme weather events," Journal of Financial Markets, Elsevier, vol. 46(C).
    18. Koppenberg, Maximilian & Hirsch, Stefan & Finger, Robert, 2023. "Effects of the debate on glyphosate's carcinogenic risk on pesticide producers' share prices," Ecological Economics, Elsevier, vol. 212(C).
    19. Gokhale, Jayendra & Brooks, Raymond M. & Tremblay, Victor J., 2014. "The effect on stockholder wealth of product recalls and government action: The case of Toyota's accelerator pedal recall," The Quarterly Review of Economics and Finance, Elsevier, vol. 54(4), pages 521-528.
    20. Adina Bărbulescu Robinson & Kapil R. Tuli & Ajay K. Kohli, 2015. "Does Brand Licensing Increase a Licensor's Shareholder Value?," Management Science, INFORMS, vol. 61(6), pages 1436-1455, June.

    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:spr:fininn:v:9:y:2023:i:1:d:10.1186_s40854-023-00477-3. 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.

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