Preview

Digital Solutions and Artificial Intelligence Technologies

Advanced search

Empirical Verification of the Anchoring Effect Hypothesis on the Acquiring Company’s Stock Returns in Trading Deals

https://doi.org/10.26794/3030-7097-2026-2-2-72-80

Abstract

Currently, theoretical and practical research pays much attention to merger and acquisition deals, but it is of great importance to study behavior factor and irrational behavior buying company too. The anchoring effect enables estimating this type of deviations on the quantitative level. The relevance of the study is provided by the necessity to take into account investor cognitive bias to explain logic and to evaluate efficiency of the national stock market. Academic novelty is an empirical verification of the hypothesis applied to Russian capital market with the use of quantitative methods. The aim of the paper is to test the hypothesis concerning the influence of anchoring effect on acquiring company’s stock returns on Russian M&A market and to perform quantitative estimation of the strength of this influence by regression modeling. The outcome of the study is the practical recommendations on taking into account the behavior bias designed for investors. The research was carried out on the basis of data on domestic acquiring companies by means of correlation and regression analysis. The methodology comprised modeling of expected and abnormal stock returns relative to merger and acquisition deals date announcement to reveal statistically significant relationship. The study empirically proves a significant anchoring effect on quotation dynamics. The regression equations have been obtained, statistical significance of factors has been determined that is a quantitative measure of the given behavior bias on Russian market. The obtained results concord with the results of the studies performed for foreign stock markets, proving universality of the effect. Practical value of the research is the possibility to implement this approach for comparative analysis of efficiency of various capital markets and for development of investment strategies addressing the consequences of behavior prejudice.

About the Authors

A. A. Malyshev
Plekhanov Russian University of Economics
Russian Federation

Alexey A. Malyshev — Master Student, Department of Sustainable Development Finance, Higher School of Finance (Faculty) 

Moscow



S. R. Muminova
Financial University under the Government of the Russian Federation
Russian Federation

Svetlana R. Muminova — Cand. Sci. (Eng.), Assoc. Prof., Department of Mathematics and Data Analysis, Faculty of Information Technologies and Big Data Analysis

Moscow



References

1. He Yu. The Trap of Anchoring Effect: A Study on the Impact of Anchoring Effect on Decision-Making. BCP Business & Management. 2023;38:1629-1633. URL: https://doi.org/10.54691/bcpbm.v38i.3942

2. Chen S., Wang W., Zhong L. Anchoring Effect in Chinas Real Estate Market. Advances in Economics, Management and Political Sciences. 2023;14(1):174-181. URL: https://doi.org/10.54254/27541169/14/20230815

3. Kazak Ja.K., Zarębska W., Sadowski A., Kamińska J. A. The Anchoring Effect in Real Estate Decisions. Real Estate Management and Valuation. 2025;34(1):53-62. URL: https://doi.org/10.2478/remav-2026-0005

4. Wei X. Practical Application of Anchoring Effect Based on Different Mechanisms. Advances in Economics, Management and Political Sciences. 2023;14(1):339-344. URL: https://doi.org/10.54254/27541169/14/20230849

5. Yue Zh. Discussion on Anchoring Effect in Our Real Life. Advances in Education, Humanities and Social Science Research. 2023;4(1):388. URL: https://doi.org/10.56028/aehssr.4.1.388.2023

6. Ruan Sh. Study on the Influence of Anchoring Effect on Consumer Behavior and Consumer Phycology. Highlights in Business, Economics and Management. 2024;45:593-599. URL: https://doi.org/10.54097/egvbkv90

7. Zhang Ch. Overview and application of Endowment Effect, Anchoring and Hindsight Bias. Finance & Economics. 2025:1(6). URL: https://doi.org/10.61173/0nrgh963

8. Ceravolo M. G., Farina V., Fattobene L., et al. Anchoring effect in visual information processing during financial decisions: An eye-tracking study. Journal of Neuroscience, Psychology, and Economics. 2022:15(1):1930. URL: https://doi.org/10.1037/npe0000153

9. Limpaphayom P., Sarajoti P., Stotz A. Anchoring effect and long-horizon analysts’ forecast errors. Cogent Economics and Finance. 2025:13(1):2598189. URL: https://doi.org/10.1080/23322039.2025.2598189.

10. Zhu S. Anchoring Effect in Capital Market. Highlights in Business, Economics and Management. 2022;1:66-70. URL: https://doi.org/10.54097/hbem.v1i.2320

11. Chen Yu. The Role of Anchoring Effect in the Stock Market Investment Decisions. Advances in Economics, Management and Political Sciences. 2023:29(1):48-54. URL: https://doi.org/10.54254/2754-1169/29/20231349

12. MacKinlay A.C. Event studies in economics and finance. Journal of economic literature. 1997;35(1);13-39. URL: http://www.e-jel.org/archive/mar1997/Mackinla.pdf

13. George T.J., Hwang C.Y. The 52‑week high and momentum investing. The Journal of Finance. 2004:59(5);21452176. URL: https://doi.org/10.1111/j.1540-6261.2004.00695.x

14. Ma Q., Whidbee D.A., Zhang W.A. Anchoring and Acquisitions. 2016. URL: https://cba.lmu.edu/media/lmuco llegeofbusinessadministration/responsivesite/research/Ma_Anchoring%20and%20acquisitions.pdf.

15. Tversky A., Kahneman D. Judgement Under Uncertainty: Heuristics and Biases. Science, New Series. 1974;185(4157);1124-1131. URL: https://pdodds.w3.uvm.edu/files/papers/others/1974/tversky1974a.pdf

16. Jacowitz K. E., Kahneman D. Measures of anchoring in estimation tasks. Personality and Social Psychology Bulletin. 1995;21(11):1161-1166. URL: https://www.elibrary.ru/jpanph

17. Mussweiler T., Strack F. Numeric judgments under uncertainty: The role of knowledge in anchoring. Journal of experimental social psychology. 2000;36(5):495-518. URL: https://doi.org/10.1006/jesp.1999.1414


Review

For citations:


Malyshev A.A., Muminova S.R. Empirical Verification of the Anchoring Effect Hypothesis on the Acquiring Company’s Stock Returns in Trading Deals. Digital Solutions and Artificial Intelligence Technologies. 2026;2(2):72-80. (In Russ.) https://doi.org/10.26794/3030-7097-2026-2-2-72-80

Views: 220

JATS XML


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 3033-7097 (Online)