Exploring Behavioral Biases in Investment Decisions: Insights from a CIMO-Based Systematic Literature Review
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A, C., & R, K. (2016). Impact of Selected Behavioural Bias Factors on Investment Decisions of Equity Investors. ICTACT Journal on Management Studies, 2(2), 297–311. https://doi.org/10.21917/ijms.2016.0039
Abdin, S. Z. ul, Farooq, O., Sultana, N., & Farooq, M. (2017). The impact of heuristics on investment decision and performance: Exploring multiple mediation mechanisms. Research in International Business and Finance, 42, 674–688. https://doi.org/10.1016/j.ribaf.2017.07.010
Afik, Z., & Lahav, Y. (2015). Thinking near and far: Modeling the formation of traders’ beliefs in asset markets using experimental data. Journal of Behavioral and Experimental Economics , 57, 73–80. https://doi.org/10.1016/j.socec.2015.04.009
Agarwal, S., Kumar, S., & Goel, U. (2019). Stock market response to information diffusion through internet sources: A literature review. In International Journal of Information Management (Vol. 45, pp. 118–131). Elsevier Ltd. https://doi.org/10.1016/j.ijinfomgt.2018.11.002
Ah Mand, A., & Sifat, I. (2021). Static and regime-dependent herding behavior: An emerging market case study. Journal of Behavioral and Experimental Finance, 29.
https://doi.org/10.1016/j.jbef.2021.100466
Al-mansour, B. Y. (2020). Cryptocurrency Market: Behavioral Finance Perspective*. Journal of Asian Finance, Economics and Business, 7(12), 159–168. https://doi.org/10.13106/JAFEB.2020.VOL7.NO12.159
Aloosh, A., & Ouzan, S. (2020). The psychology of cryptocurrency prices. Finance Research Letters, 33. https://doi.org/10.1016/j.frl.2019.05.010
Alsabban, S., & Alarfaj, O. (2020). AN EMPIRICAL ANALYSIS OF BEHAVIORAL FINANCE IN THE SAUDI STOCK MARKET: EVIDENCE OF OVERCONFIDENCE BEHAVIOR. International Journal of Economics and Financial Issues, 10(1), 73–86. https://doi.org/10.32479/ijefi.8920
Anderson, A., Dreber, A., & Vestman, R. (2015). Risk taking, behavioral biases and genes: Results from
active investors. Journal of Behavioral and Experimental Finance, 6. https://doi.org/10.1016/j.jbef.2015.04.002
Arcuri, M. C., Gandolfi, G., & Russo, I. (2023). Does fake news impact stock returns? Evidence from US and EU stock markets. Journal of Economics and Business, 125–126. https://doi.org/10.1016/j.jeconbus.2023.106130
Arjoon, V., & Bhatnagar, C. S. (2017). Dynamic herding analysis in a frontier market. Research in International Business and Finance, 42, 496–508. https://doi.org/10.1016/j.ribaf.2017.01.006
Arjoon, V., Bhatnagar, C. S., & Ramlakhan, P. (2020). Herding in the Singapore stock Exchange. Journal of Economics and Business, 109. https://doi.org/10.1016/j.jeconbus.2019.105889
Atif Sattar, M., Toseef, M., & Fahad Sattar, M. (2020). Behavioral Finance Biases in Investment Decision Making. International Journal of Accounting, Finance and Risk Management, 5(2). https://doi.org/10.11648/j.ijafrm.20200502.11
Audrino, F., Sigrist, F., & Ballinari, D. (2020). The impact of sentiment and attention measures on stock market volatility. International Journal of Forecasting, 36(2), 334–357. https://doi.org/10.1016/j.ijforecast.2019.05.010
Barber, B. M., & Odean, T. (2013). The Behavior of Individual Investors. In Handbook of the Economics of Finance (Vol. 2, Issue PB). https://doi.org/10.1016/B978-0-44-459406-8.00022-6
Bekiros, S. D. (2015). Heuristic learning in intraday trading under uncertainty. Journal of Empirical Finance, 30, 34–49. https://doi.org/10.1016/j.jempfin.2014.11.002
Bello Muhammad, A., & Bello Aliyu, M. (n.d.). Efficiency of Boolean Search strings for Information Retrieval. 11, 216–222. www.ajer.org
Bhaduri, S. N., & Mahapatra, S. D. (2013). Applying an alternative test of herding behavior: A case study of the Indian stock market. Journal of Asian Economics, 25, 43–52. https://doi.org/10.1016/j.asieco.2013.02.001
Bodaghi, A., & Oliveira, J. (2024). A financial anomaly prediction approach using semantic space of news flow on twitter. Decision Analytics Journal, 10. https://doi.org/10.1016/j.dajour.2024.100422
Bokhari, S., & Geltner, D. (2011). Loss aversion and anchoring in commercial real estate pricing: Empirical evidence and price index implications. Real Estate Economics, 39(4). https://doi.org/10.1111/j.1540-6229.2011.00308.x
Bossan, B., Jann, O., & Hammerstein, P. (2015). The evolution of social learning and its economic consequences. Journal of Economic Behavior and Organization, 112, 266–288. https://doi.org/10.1016/j.jebo.2015.01.010
Boussaidi, R. (2013a). Representativeness Heuristic, Investor Sentiment and Overreaction to Accounting Earnings: The Case of the Tunisian Stock Market. Procedia - Social and Behavioral Sciences, 81, 9–21. https://doi.org/10.1016/j.sbspro.2013.06.380
Boussaidi, R. (2013b). Representativeness Heuristic, Investor Sentiment and Overreaction to Accounting Earnings: The Case of the Tunisian Stock Market. Procedia - Social and Behavioral Sciences, 81, 9–21. https://doi.org/10.1016/j.sbspro.2013.06.380
Brown, B. (2020). Book Review: Narrative Economics: How Stories Go Viral and Drive Major Economic Events. Quarterly Journal of Austrian Economics, 22(4). https://doi.org/10.35297/qjae.010042
Caporale, G. M., Spagnolo, F., & Spagnolo, N. (2016). Macro news and stock returns in the Euro area: A VAR-GARCH-in-mean analysis. International Review of Financial Analysis, 45, 180–188. https://doi.org/10.1016/j.irfa.2016.03.016
Cárdenas, J. C., De Roux, N., Jaramillo, C. R., & Martinez, L. R. (2014). Is it my money or not? An experiment on risk aversion and the house-money effect. Experimental Economics, 17(1). https://doi.org/10.1007/s10683-013-9356-x
Chan, W. C. (2003). Stock price reaction to news and no-news: Drift and reversal after headlines. Journal of Financial Economics, 70(2). https://doi.org/10.1016/S0304-405X(03)00146-6
Chang, C. L., McAleer, M., & Wang, Y. A. (2020). Herding behaviour in energy stock markets during the Global Financial Crisis, SARS, and ongoing COVID-19*. Renewable and Sustainable Energy Reviews, 134. https://doi.org/10.1016/j.rser.2020.110349
Chauhan, Y., Ahmad, N., Aggarwal, V., & Chandra, A. (2020). Herd behaviour and asset pricing in the Indian stock market; Herd behavior and asset pricing. IIMB Management Review, 32(2), 143–152. https://doi.org/10.1016/j.iimb.2019.10.008
Chen, C. S., Cheng, J. C., Lin, F. C., & Peng, C. (2017). The role of house money effect and availability heuristic in investor behavior. Management Decision, 55(8). https://doi.org/10.1108/MD-10-2016-0725
Chin, P. N. (2021). What drives excess trading during the COVID-19 pandemic? Asian Journal of Business and Accounting, 14(1), 113–143. https://doi.org/10.22452/ajba.vol14no1.5
Comparative Analysis of the Efficient Market Hypothesis and Behavioral Finance: A Comprehensive Literature Review. (2022). Kuantologi Neuro.
Corredor, P., Ferrer, E., & Santamaria, R. (2014). Is cognitive bias really present in analyst forecasts? The role of investor sentiment. International Business Review, 23(4). https://doi.org/10.1016/j.ibusrev.2014.01.001
Coşkun, S. S. (2023). Exploring the Gaussian investor sentiment process. Borsa Istanbul Review, 23(2), 412–425. https://doi.org/10.1016/j.bir.2022.11.012
Costa, D., Carvalho, F. M., Moreira, B. C. M., & Prado, J. W. (2017). Bibliometric analysis on the association between behavioral finance and decision making with cognitive biases. Scientometrics.
Daniel, K., & Titman, S. (1999). Market Efficiency in an Irrational World. Financial Analysts Journal,
(6). https://doi.org/10.2469/faj.v55.n6.2312
Darmayanti, N. P. A., Wiagustini, N. L. P., Sri Artini, L. G., & Rika Candraningrat, I. (2022). Revisiting Investor Behaviour in Risky Investment Decision Making. Jurnal Minds: Manajemen Ide Dan Inspirasi, 9(1), 1–18. https://doi.org/10.24252/minds.v9i1.26690
De Vries, A., Erasmus, P. D., & Gerber, C. (2017). The familiar versus the unfamiliar: Familiarity bias amongst individual investors. Acta Commercii, 17(1). https://doi.org/10.4102/ac.v17i1.366
Dehghani, P., & Sapian, R. Z. Z. (2014). Sectoral herding behavior in the aftermarket of Malaysian IPOs.
Venture Capital, 16(3). https://doi.org/10.1080/13691066.2014.921100
Delcey, T. (2019). Samuelson vs fama on the efficient market hypothesis: The point of view of expertise.
OEconomia, 9(1). https://doi.org/10.4000/oeconomia.5300
Denyer, D., Tranfield, D., & Van Aken, J. E. (2008). Developing design propositions through research synthesis. Organization Studies, 29(3), 393–413. https://doi.org/10.1177/0170840607088020
Deshmukh, S., Fatemi, A., & Fooladi, I. J. (2008). Complexity of information and trading behavior: The case of dividend increase announcements. Journal of Economic Psychology, 29(1), 1–18. https://doi.org/10.1016/j.joep.2007.01.009
Effendi, K. A. (2023). Behavioral Finance: Hippocrates Personality and Behavioral of Islamic Finance on Investment Decision Gen Z. Global Review of Islamic Economics and Business, 11(1), 149–164. https://doi.org/10.14421/grieb.2023.111-10
Fama, E. F. (1995). Random Walks in Stock Market Prices. Financial Analysts Journal, 51(1). https://doi.org/10.2469/faj.v51.n1.1861
Fenzl, T., & Pelzmann, L. (2012). Psychological and social forces behind aggregate financial market behavior. Journal of Behavioral Finance, 13(1), 56–65. https://doi.org/10.1080/15427560.2012.655383
Filbeck, G., Ricciardi, V., Evensky, H. R., Fan, S. Z., Holzhauer, H. M., & Spieler, A. (2017). Behavioral finance: A panel discussion. Journal of Behavioral and Experimental Finance, 15, 52–58. https://doi.org/10.1016/j.jbef.2017.07.008
Fong, B. (2021). Analysing the behavioural finance impact of “fake news” phenomena on financial markets: a representative agent model and empirical validation. Financial Innovation, 7(1). https://doi.org/10.1186/s40854-021-00271-z
Gaar, E., Scherer, D., & Schiereck, D. (2022). The home bias and the local bias: A survey. Management Review Quarterly, 72(1). https://doi.org/10.1007/s11301-020-00203-8
Gazel, S. (2015). The Regret Aversion as an Investor Bias. International Journal of Business and Management Studies, 04(02).
Gong, Y., Wang, M., & Dlugosch, D. (2019). Impacts of ambiguity aversion and information uncertainty on momentum: An international study. Pacific Basin Finance Journal, 55, 1–28. https://doi.org/10.1016/j.pacfin.2019.01.011
Goodell, J. W., Kumar, S., Rao, P., & Verma, S. (2023). Emotions and stock market anomalies: A systematic review. In Journal of Behavioral and Experimental Finance (Vol. 37). Elsevier B.V. https://doi.org/10.1016/j.jbef.2022.100722
Gupta, D. (2018). Herding Behavior in Financial Market: Critical Literature Review. Asian Journal of Research in Banking and Finance, 8(6). https://doi.org/10.5958/2249-7323.2018.00044.5
Hafez, H. M. (2021). Investigating the psychological factors that affect egyptian investors’ behaviour and decisions before and after the pandemic. Journal of Governance and Regulation, 10(4), 113–129. https://doi.org/10.22495/jgrv10i4art10
Hao, Y., Chu, H. H., Ho, K. Y., & Ko, K. C. (2016). The 52-week high and momentum in the Taiwan stock market: Anchoring or recency biases? International Review of Economics and Finance, 43. https://doi.org/10.1016/j.iref.2015.10.035
Haroon Rasheed, M., Gul, F., Hashmi, A., & Mustafa Hashmi, A. (2021). Personality Antecedents Of Investors’ Biased Behavior In Pakistan. Article in International Journal of Scientific & Technology Research. www.ijstr.org
Harzing, A. W., & Alakangas, S. (2016). Google Scholar, Scopus and the Web of Science: a longitudinal and cross-disciplinary comparison. Scientometrics, 106(2), 787–804. https://doi.org/10.1007/s11192-015-1798-9
Hawa Bt Radin Eksan, S. (2020). Halal Risk Management: A Systematic Literature Review. In Journal of Management & Muamalah (Vol. 10, Issue 2).
Hon, T.-Y., Moslehpour, M., & Woo, K.-Y. (n.d.). Review on Behavioral Finance with Empirical Evidence.
Hudson, Y., Yan, M., & Zhang, D. (2020). Herd behaviour & investor sentiment: Evidence from UK mutual funds. International Review of Financial Analysis, 71.
https://doi.org/10.1016/j.irfa.2020.101494
Ilomäki, J. (2012). Framed Field Experiment with Stock Market Professionals. Journal of Behavioral Finance, 13(4), 251–258. https://doi.org/10.1080/15427560.2012.733984
Impact of Heuristics on Investors’ Investment Personality Research. (n.d.).
Inaishi, R., Toya, K., Zhai, F., & Kita, E. (2010). Effect of overconfident investor behavior to stock market. Journal of Advanced Computational Intelligence and Intelligent Informatics, 14(6), 661–668. https://doi.org/10.20965/jaciii 2010.p0661
Indārs, E. R., Savin, A., & Lublóy, Á. (2019). Herding behaviour in an emerging market: Evidence from the Moscow Exchange. Emerging Markets Review, 38.
https://doi.org/10.1016/j.ememar.2018.12.002
Jabeen, S., Rizavi, S. S., & Farhan, M. (2022). Herd Behaviour, Fundamental, and Macroeconomic Variables – The Driving Forces of Stock Returns: A Panel-Based Pooled Mean Group Approach. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.758364
Jagric, T., Markovic-Hribernik, T., Strasek, S., & Jagric, V. (2010). The power of market mood - Evidence from an emerging market. Economic Modelling, 27(5), 959–967. https://doi.org/10.1016/j.econmod.2010.05.005
Jain, J., Walia, N., & Gupta, S. (2020). Evaluation of behavioral biases affecting investment decision making of individual equity investors by fuzzy analytic hierarchy process. Review of Behavioral Finance, 12(3). https://doi.org/10.1108/RBF-03-2019-0044
Kumaran, S. (2013). Impact of Personal Epistemology, Heuristics and Personal Attributes on Investment Decisions. International Journal of Financial Research, 4(3). https://doi.org/10.5430/ijfr.v4n3p62
Kumari, N., & Sar, A. K. (n.d.). Recent Developments and Review in Behavioral Finance. 15, 2017. http:www.serialsjournals.com
Lai, C. P. (2019). Personality traits and stock investment of individuals. Sustainability (Switzerland),
(19). https://doi.org/10.3390/su11195474
Lam, K., Liu, T., & Wong, W. K. (2012). A new pseudo-Bayesian model with implications for financial anomalies and investors’ behavior. Journal of Behavioral Finance, 13(2), 93–107. https://doi.org/10.1080/15427560.2012.680993
Lao, P., & Singh, H. (2011). Herding behaviour in the Chinese and Indian stock markets. Journal of Asian Economics, 22(6), 495–506. https://doi.org/10.1016/j.asieco.2011.08.001
Lebdaoui, H., Chetioui, Y., & Guechi, E. (2021). THE IMPACT OF BEHAVIORAL BIASES ON INVESTMENT PERFORMANCE: DOES FINANCIAL LITERACY MATTER? International
Journal of Economics and Financial Issues, 11(3), 13–21. https://doi.org/10.32479/ijefi.11318
Lei, S., & Mathers, A. M. (2024). Familiarity bias in direct stock investment by individual investors.
Review of Behavioral Finance, 16(3). https://doi.org/10.1108/RBF-03-2023-0074
Leitch, D., & Sherif, M. (2017). Twitter mood, CEO succession announcements and stock returns.
Journal of Computational Science, 21, 1–10. https://doi.org/10.1016/j.jocs.2017.04.002
Li, D., Wang, Y., Madden, A., Ding, Y., Tang, J., Sun, G. G., Zhang, N., & Zhou, E. (2019). Analyzing stock market trends using social media user moods and social influence. Journal of the Association for Information Science and Technology, 70(9), 1000–1013. https://doi.org/10.1002/asi.24173
Li, Q., Wang, T., Gong, Q., Chen, Y., Lin, Z., & Song, S. K. (2014). Media-aware quantitative trading based on public Web information. Decision Support Systems, 61(1), 93–105. https://doi.org/10.1016/j.dss.2014.01.013
Li, Y., Liu, F., Fan, W., Lim, E. T. K., & Liu, Y. (2022). Exploring the impact of initial herd on overfunding in equity crowdfunding. Information and Management, 59(3). https://doi.org/10.1016/j.im.2020.103269
Liang, C., Tang, L., Li, Y., & Wei, Y. (2020). Which sentiment index is more informative to forecast stock market volatility? Evidence from China. International Review of Financial Analysis, 71. https://doi.org/10.1016/j.irfa.2020.101552
Lightfoot, G., & Wisniewski, T. P. (2014). Information asymmetry and power in a surveillance society.
Information and Organization, 24(4), 214–235. https://doi.org/10.1016/j.infoandorg.2014.09.001 Lin, H. W., & Lu, H. F. (2015). Elucidating the association of sports lottery bettors’ socio-demographics,
personality traits, risk tolerance and behavioural biases. Personality and Individual Differences, 73, 118–126. https://doi.org/10.1016/j.paid.2014.09.024
Maina Waweru, N., Gitau Mwangi, G., & Parkinson, J. M. (2014). Behavioural factors influencing investment decisions in the Kenyan property market Behavioural factors influencing investment decisions 27. In Afro-Asian J. Finance and Accounting (Vol. 4, Issue 1).
Maina Waweru, N., Munyoki, E., & Uliana, E. (2008). The effects of behavioural factors in investment decision-making: a survey of institutional investors operating at the Nairobi Stock Exchange. In Int.
J. Business and Emerging Markets (Vol. 1, Issue 1).
Menkhoff, L., & Nikiforow, M. (2009). Professionals’ endorsement of behavioral finance: Does it impact their perception of markets and themselves? Journal of Economic Behavior and Organization, 71(2), 318–329. https://doi.org/10.1016/j.jebo.2009.04.004
Mertzanis, C., & Allam, N. (2018). Political Instability and Herding Behaviour: Evidence from Egypt’s Stock Market. Journal of Emerging Market Finance, 17(1), 29–59. https://doi.org/10.1177/0972652717748087
Min, D. (n.d.). On The Investor Behavior And Stock Price Behavior.
Mishra, P. K., & Mishra, S. K. (2023). Do Banking and Financial Services Sectors Show Herding Behaviour in Indian Stock Market Amid COVID-19 Pandemic? Insights from Quantile Regression Approach. Millennial Asia, 14(1), 54–84. https://doi.org/10.1177/09763996211032356
Mittal, S. K. (2022). Behavior biases and investment decision: theoretical and research framework. In Qualitative Research in Financial Markets (Vol. 14, Issue 2, pp. 213–228). Emerald Publishing. https://doi.org/10.1108/QRFM-09-2017-0085
Mohamed Shaffril, H. A., Samsuddin, S. F., & Abu Samah, A. (2021). The ABC of systematic literature review: the basic methodological guidance for beginners. Quality and Quantity, 55(4), 1319–1346. https://doi.org/10.1007/s11135-020-01059-6
Mouna, A., & Anis, J. (2015). The factors forming investor’s failure: Is financial literacy a matter? viewing test by cognitive mapping technique. Cogent Economics and Finance, 3(1). https://doi.org/10.1080/23322039.2015.1057923
Mushinada, V. N. C. (2020). Are individual investors irrational or adaptive to market dynamics? Journal of Behavioral and Experimental Finance, 25. https://doi.org/10.1016/j.jbef.2019.100243
Naveed, M., Sindhu, M. I., & Ali, S. (2020). Role of financial and non-financial information in shaping trading behavior: A retail investor’s perspective. Estudios de Economia Aplicada, 38(3). https://doi.org/10.25115/eea.v38i3.3637
Nguyen, H. H., Ngo, V. M., Le, T. T. P., & Nguyen, P. Van. (2023). Do investors’ personalities predict market winners? Experimental setting and machine learning analysis. Heliyon, 9(4). https://doi.org/10.1016/j.heliyon.2023.e15273
Nofsinger, J. R. (2005). Social Mood and Financial Economics. Journal of Behavioral Finance, 6(3), 144–
https://doi.org/10.1207/s15427579jpfm0603_4
Nur Aini, N. S., & Lutfi, L. (2019). The influence of risk perception, risk tolerance, overconfidence, and loss aversion towards investment decision making. Journal of Economics, Business, & Accountancy Ventura, 21(3). https://doi.org/10.14414/jebav.v21i3.1663
Oberlechner, T., & Hocking, S. (2004). Information sources, news, and rumors in financial markets: Insights into the foreign exchange market. Journal of Economic Psychology, 25(3), 407–424. https://doi.org/10.1016/S0167-4870(02)00189-7
Odean, T. (n.d.). Volume, Volatility, Price, and Profit When All Traders Are Above Average.
Ogunlusi, O. E., & Obademi, O. (2021). The Impact of Behavioural Finance on Investment Decision-making: A Study of Selected Investment Banks in Nigeria. Global Business Review, 22(6), 1345–1361. https://doi.org/10.1177/0972150919851388
Olsen, R. A. (2008). Cognitive Dissonance: The Problem Facing Behavioral Finance. Journal of Behavioral Finance, 9(1). https://doi.org/10.1080/15427560801896552
Pandey, R., & Jessica, V. M. (2019a). Sub-optimal behavioural biases and decision theory in real estate: The role of investment satisfaction and evolutionary psychology. International Journal of Housing Markets and Analysis, 12(2), 330–348. https://doi.org/10.1108/IJHMA-10-2018-0075
Pandey, R., & Jessica, V. M. (2019b). Sub-optimal behavioural biases and decision theory in real estate: The role of investment satisfaction and evolutionary psychology. International Journal of Housing Markets and Analysis, 12(2), 330–348. https://doi.org/10.1108/IJHMA-10-2018-0075
Parveen, S., Satti, Z. W., Subhan, Q. A., & Jamil, S. (2020a). Exploring market overreaction, investors’ sentiments and investment decisions in an emerging stock market. Borsa Istanbul Review, 20(3), 224–235. https://doi.org/10.1016/j.bir.2020.02.002
Parveen, S., Satti, Z. W., Subhan, Q. A., & Jamil, S. (2020b). Exploring market overreaction, investors’ sentiments and investment decisions in an emerging stock market. Borsa Istanbul Review, 20(3), 224–235. https://doi.org/10.1016/j.bir.2020.02.002
Patel, J. (2023). A Study on Familiarity Bias in Investor Decision-Making. International Journal for Research in Applied Science and Engineering Technology, 11(12). https://doi.org/10.22214/ijraset.2023.57824
Paternoster, N., Giardino, C., Unterkalmsteiner, M., Gorschek, T., & Abrahamsson, P. (2014). Software development in startup companies: A systematic mapping study. In Information and Software Technology (Vol. 56, Issue 10, pp. 1200–1218). Elsevier. https://doi.org/10.1016/j.infsof.2014.04.014
Paule-Vianez, J., Gómez-Martínez, R., & Prado-Román, C. (2020). A bibliometric analysis of behavioural finance with mapping analysis tools. European Research on Management and Business Economics, 26(2). https://doi.org/10.1016/j.iedeen.2020.01.001
P.H, H., & Uchil, R. (2020). Influence of investor sentiment and its antecedent on investment decision-making using partial least square technique. Management Research Review, 43(11), 1441–1459. https://doi.org/10.1108/MRR-06-2019-0254
Pikulina, E., Renneboog, L., & Tobler, P. N. (2017). Overconfidence and investment: An experimental approach. Journal of Corporate Finance, 43. https://doi.org/10.1016/j.jcorpfin.2017.01.002
Prechter, R. R., & Parker, W. D. (2007). The Financial/Economic Dichotomy in Social Behavioral Dynamics: The Socionomic Perspective. Journal of Behavioral Finance, 8(2), 84–108. https://doi.org/10.1080/15427560701381028
Prosad, J. M., Kapoor, S., & Sengupta, J. (2015). Behavioral biases of Indian investors: a survey of Delhi-NCR region. Qualitative Research in Financial Markets, 7(3), 230–263. https://doi.org/10.1108/QRFM-04-2014-0012
Quaicoe, A., & Eleke-Aboagye, P. Q. (2021). Behavioral factors affecting investment decision-making in bank stocks on the Ghana stock exchange. Qualitative Research in Financial Markets, 13(4), 425–
https://doi.org/10.1108/QRFM-05-2020-0084
Reddy, Mr. V. J., Kumar, Dr. B. R., & Deepak, Dr. K. S. (2024). AN An Empirical Review Of Behavioral Biases In Investment Decisions. Educational Administration: Theory and Practice. https://doi.org/10.53555/kuey.v30i5.3998
Ricciardi, V., Simon, H., & Simon, H. K. (2000). What Is Behavioral Finance? In Business, Education and Technology Journal Fall. https://www.researchgate.net/publication/234163799
Richie, M., & Josephson, S. A. (2018). Quantifying Heuristic Bias: Anchoring, Availability, and Representativeness. Teaching and Learning in Medicine, 30(1). https://doi.org/10.1080/10401334.2017.1332631
Robinson, P., & Lowe, J. (2015). Literature reviews vs systematic reviews. In Australian and New Zealand Journal of Public Health (Vol. 39, Issue 2, p. 103). Wiley-Blackwell. https://doi.org/10.1111/1753-6405.12393
Rupinder kaur Bhatti, B. (2022). The Influence of Emotional Factors on Investor Decision-Making: A Behavioral Finance Perspective (Vol. 12).
Rzeszutek, M., Godin, A., Szyszka, A., & Augier, S. (2020). Managerial overconfidence in initial public offering decisions and its impact on macrodynamics and financial stability: Analysis using an agent-based model. Journal of Economic Dynamics and Control, 118. https://doi.org/10.1016/j.jedc.2020.103965
Sakariyahu, R., Johan, S., Lawal, R., Paterson, A., & Chatzivgeri, E. (2023). Dynamic connectedness between investors’ sentiment and asset prices: A comparison between major markets in Europe and USA. Journal of International Financial Markets, Institutions and Money, 89. https://doi.org/10.1016/j.intfin.2023.101866
Sapkota, M. P. (2023). Emotional Biases and Equity Investment Decision of Individual Investors. Journal of Business and Management Review, 4(1). https://doi.org/10.47153/jbmr41.5682023
Sayid, O., Musse, H., Echchabi, A., & Aziz, H. A. (2015). Islamic and Conventional Behavioral Finance: A Critical Review of Literature. JKAU: Islamic Econ, 28(2), 237–251. https://doi.org/10.4197/Islec
Seth, R., & Chowdary, B. A. (2017). Behavioural Finance: A Re-Examination of Prospect Theory.
Theoretical Economics Letters, 07(05). https://doi.org/10.4236/tel.2017.75077
Shah, S. Z. A., Ahmad, M., & Mahmood, F. (2018). Heuristic biases in investment decision-making and perceived market efficiency: A survey at the Pakistan stock exchange. Qualitative Research in Financial Markets, 10(1), 85–110. https://doi.org/10.1108/QRFM-04-2017-0033
Shanmuganathan, M. (2020). Behavioural finance in an era of artificial intelligence: Longitudinal case study of robo-advisors in investment decisions. Journal of Behavioral and Experimental Finance,
https://doi.org/10.1016/j.jbef.2020.100297
Jaiyeoba, H. B., & Haron, R. (2016). A qualitative inquiry into the investment decision behaviour of the Malaysian stock market investors. Qualitative Research in Financial Markets, 8(3), 246–267. https://doi.org/10.1108/QRFM-07-2015-0027
Jan, N., Jain, V., Li, Z., Sattar, J., & Tongkachok, K. (2022). Post-COVID-19 investor psychology and individual investment decision: A moderating role of information availability. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.846088
Javaira, Z., & Hassan, A. (2015). An examination of herding behavior in Pakistani stock market. International Journal of Emerging Markets, 10(3), 474–490. https://doi.org/10.1108/IJoEM-07-2011-0064
Jelschen, H., & Schmidt, U. (2023). Windfall gains and house money: The effects of endowment history and prior outcomes on risky decision–making. Journal of Risk and Uncertainty, 66(3). https://doi.org/10.1007/s11166-023-09411-5
Jiang, J., & Li, H. (2020). A new measure for market efficiency and its application. Finance Research Letters, 34. https://doi.org/10.1016/j.frl.2019.07.008
Joghee, S., Alzoubi, H. M., & Dubey, A. R. (2020). Decisions effectiveness of FDI investment biases at real estate industry: Empirical evidence from Dubai smart city projects. International Journal of Scientific and Technology Research, 9(3).
Kahneman, D., & Tversky, A. (2018). Prospect theory: An analysis of decision under risk. In Experiments in Environmental Economics (Vol. 1). https://doi.org/10.2307/1914185
Kania, N., Singgih Kuncoro, K., Kusumaningrum, B., Sulistyowati, F., & Apriliani, A. (n.d.). WORKSHOP PEMANFAATAN SOFTWARE PUBLISH OR PERISH (POP) UNTUK MENINGKATKAN KUALITAS RUJUKAN TUGAS AKHIR MAHASISWA. JCOS: Journal of
Community Service, 01(1), 1–6. https://doi.org/10.56855/jcos.v1i1.136
Kashif, M., Shaikh, A., Rehman, M. U., & Ur Rehman, M. (n.d.). ARE FINANCIAL INVESTORS PRONE TO EXOGENOUS (CRICKET) SENTIMENTS THAT AFFECTS EQUITY INVESTMENT DECISION AND INDUCES VOLATILITY IN STOCK MARKET?
Khresna Brahmana, R., Hooy, C., & Ahmad, Z. (2012). Psychological factors on irrational financial decision making: Case of day of the week anomaly. Humanomics. 28(4), 236-257. https://doi.org/10.1108/08288661211277317.
Kochan, C. G., & Nowicki, D. R. (2018). Supply chain resilience: a systematic literature review and typological framework. In International Journal of Physical Distribution and Logistics Management (Vol. 48, Issue 8, pp. 842–865). Emerald Group Holdings Ltd. https://doi.org/10.1108/IJPDLM-02-2017-0099
Komalasari, P. T. (2016). INFORMATION ASYMMETRY AND HERDING BEHAVIOR. Jurnal Akuntansi Dan Keuangan Indonesia. 13(1), 70–85. https://doi.org/10.21002/jaki.2016.04
KÖSEOĞLU, S. D. (2019). Behavioral Finance vs. Traditional Finance. https://doi.org/10.4018/978-1-5225-7399-9.ch001
Kourtidis, D., Šević, Ž., & Chatzoglou, P. (2010). Investors’ trading activity: a behavioural perspective.
In Information Systems Journal, Decision Sciences (Vol. 3, Issue 1).
Krokida, S. I., Makrychoriti, P., & Spyrou, S. (2020). Monetary policy and herd behavior: International evidence Journal of Economic Behavior and Organization, 170. https://doi.org/10.1016/j.jebo.2019.12.018
Kukacka, J., & Barunik, J. (2013). Behavioural breaks in the heterogeneous agent model: The impact of herding, overconfidence, and market sentiment. Physica A: Statistical Mechanics and Its Applications, 392(23), 5920–5938. https://doi.org/10.1016/j.physa.2013.07.050
Kumar, S., & Goyal, N. (2015). Behavioural biases in investment decision making – a systematic literature review. Qualitative Research in Financial Markets, 7(1). https://doi.org/10.1108/QRFM-07-2014-0022
Kumar, S., & Goyal, N. (2016). Evidence on rationality and behavioural biases in investment decision making. Qualitative Research in Financial Markets, 8(4), 270–287. https://doi.org/10.1108/QRFM-05-2016-0016
Shantha Gowri, B., & Ram, V. S. (2019). Influence of news on rational decision making by financial market investors. In Investment Management and Financial Innovations (Vol. 16, Issue 3, pp. 142–156). LLC CPC Business Perspectives. https://doi.org/10.21511/imfi.16(3).2019.14
Sharma, A., & Kumar, A. (2020). A review paper on behavioral finance: study of emerging trends. In Qualitative Research in Financial Markets (Vol. 12, Issue 2, pp. 137–157). Emerald Publishing. https://doi.org/10.1108/QRFM-06-2017-0050
Shefrin, H. (2009). Behavioralizing finance. Foundations and Trends in Finance, 4(1–2). https://doi.org/10.1561/0500000030
Singh, B. (2021). A bibliometric analysis of behavioral finance and behavioral accounting. American Business Review, 24(2), 198–230. https://doi.org/10.37625/ABR.24.2.198-230
Singh, J. E., Babshetti, V., & Shivaprasad, H. N. (2021). WITHDRAWN: Efficient Market Hypothesis to Behavioral Finance: A Review of Rationality to Irrationality. Materials Today: Proceedings. https://doi.org/10.1016/j.matpr.2021.03.318
Sood, K., Pathak, P., & Singh, S. (2023). Behavioral finance and investor types: managing behavior to make better investment decisions. Qualitative Research in Financial Markets, 15(5). https://doi.org/10.1108/qrfm-11-2023-237
Statman, M. (2014). Behavioral finance: Finance with normal people. Borsa Istanbul Review, 14(2). https://doi.org/10.1016/j.bir.2014.03.001
Tauni, M. Z., Fang, H. X., & Iqbal, A. (2017). The role of financial advice and word-of-mouth communication on the association between investor personality and stock trading behavior: Evidence from Chinese stock market. Personality and Individual Differences, 108, 55–65. https://doi.org/10.1016/j.paid.2016.11.048
Tauni, M. Z., Majeed, M. A., Mirza, S. S., Yousaf, S., & Jebran, K. (2018). Moderating influence of advisor personality on the association between financial advice and investor stock trading behavior. International Journal of Bank Marketing, 36(5), 947–968. https://doi.org/10.1108/IJBM-10-2016-0149
Thagaram, E., Sanjeevi, P., Naga, V., & Kumar, V. V. (2023). THE IMPACT OF BEHAVIOURAL FINANCE ON INVESTMENT DECISION (Vol. 5, Issue 2).
Thailand, T., & World Economy, |. (n.d.). Behavioral Finance: A Critical Literature Review using Pareto Analysis. In Thailand and The World Economy | (Vol. 41, Issue 2). https://www.researchgate.net/publication/370691784
Valcanover, V. M., Sonza, I. B., & da Silva, W. V. (2020). Behavioral Finance Experiments: A Recent Systematic Literature Review. In SAGE Open (Vol. 10, Issue 4). https://doi.org/10.1177/2158244020969672
Vo, X. V., & Phan, D. B. A. (2019). Herd behavior and idiosyncratic volatility in a frontier market.
Pacific Basin Finance Journal, 53. https://doi.org/10.1016/j.pacfin.2018.10.005
Xia, Y., & Madni, G. R. (2024). Unleashing the behavioral factors affecting the decision making of Chinese investors in stock markets. PLoS ONE, 19(2 February). https://doi.org/10.1371/journal.pone.0298797
Yalcin, K. C., Tatoglu, E., & Zaim, S. (2016). Developing an instrument for measuring the effects of heuristics on investment decisions. Kybernetes, 45(7), 1052–1071. https://doi.org/10.1108/K-05-2015-0130
Yang, B., Sun, J., Guo, J. (Michael), & Fu, J. (2019). Can financial media sentiment predict merger and acquisition performance? Economic Modelling, 80, 121–129. https://doi.org/10.1016/j.econmod.2018.10.009
Yuanyuan, Z., Kumari, S., Ilyas, M., Bhayo, M. u. R., & Marwat, J. (2023). Media coverage and stock market returns: Evidence from China Pakistan economic corridor (CPEC). Heliyon, 9(3). https://doi.org/10.1016/j.heliyon.2023.e14204
Yuniningsih, Y., & Santoso, B. (2021). Antecedents and Consequences of Psychological Aspects of Investors in the Real Asset Sector Towards Investment Decision Making. ATESTASI : Jurnal Ilmiah Akuntansi, 4(2), 301–314. https://doi.org/10.33096/atestasi.v4i2.692
Yuniningsih, Y., & Taufiq, M. (2019). INVESTOR BEHAVIOR IN DETERMINING INVESTMENT ON REAL ASSET. MIX: JURNAL ILMIAH MANAJEMEN, 9(2), 327.
https://doi.org/10.22441/mix.2019.v9i2.006
Zhang, K., & Chen, X. (2017). Herding in a P2P lending market: Rational inference OR irrational trust? Electronic Commerce Research and Applications, 23. https://doi.org/10.1016/j.elerap.2017.04.001
Zhang, M., Nazir, M. S., Farooqi, R., & Ishfaq, M. (2022). Moderating Role of Information Asymmetry Between Cognitive Biases and Investment Decisions: A Mediating Effect of Risk Perception. Frontiers in Psychology, 13. https://doi.org/10.3389/fpsyg.2022.828956
Zhang, Y., & Zheng, X. (2015). A STUDY OF THE INVESTMENT BEHAVIOR BASED ON BEHAVIORAL FINANCE. European Journal of Business and Economics, 10(1). https://doi.org/10.12955/ejbe.v10i1.557
Zia, L., Sindhu, M. I., & Hashmi, S. H. (2017). Testing overconfidence bias in Pakistani stock market.
Cogent Economics and Finance, 5(1). https://doi.org/10.1080/23322039.2017.1289656
DOI: http://dx.doi.org/10.17977/jabe.v11i1.68152
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