The DOI matches its Crossref record; 5 of the 5 references it cites were found in a registry or an index.
Behavioral finance: Finance with normal people
Open accessAbstract
Behavioral finance is under construction as a solid structure of finance. It incorporates parts of standard finance, replaces others, and includes bridges between theory, evidence, and practice. Behavioral finance substitutes normal people for the rational people in standard finance. It substitutes behavioral portfolio theory for mean-variance portfolio theory, and behavioral asset pricing model for the CAPM and other models where expected returns are determined only by risk. Behavioral finance also distinguishes rational markets from hard-to-beat markets in the discussion of efficient markets, a distinction that is often blurred in standard finance, and it examines why so many investors believe that it is easy to beat the market. Moreover, behavioral finance expands the domain of finance beyond portfolios, asset pricing, and market efficiency and is set to continue that expansion while adhering to the scientific rigor introduced by standard finance.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Features such as instant order execution, continuous price alerts, social trading forums and visually engaging interfaces can encourage excessive trading, overconfidence and herding behavior (Shiller, 2000; Statman, 2014).”
From Technology-Enabled Trading and Behavioral Biases of Retail Investors in Futures and Options Markets (2026) · cites this paper as Statman, 2014
Experimental — accuracy not yet measuredThe source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Shiller (2015) and Statman (2014) argue that real-time information access and digital interfaces can amplify emotional reactions and heuristic-driven decisions.”
From Technology-Enabled Trading and Behavioral Biases of Retail Investors in Futures and Options Markets (2026) · cites this paper as Statman (2014)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK*
Sharpe, W. F. (1964) · The Journal of Finance · doi:10.1111/j.1540-6261.1964.tb02865.x · Cited by 19,441
A New Approach to Consumer Theory
Lancaster, K. J. (1966) · Journal of Political Economy · doi:10.1086/259131 · Cited by 8,471
FAMA, E. F. (1991) · The Journal of Finance · doi:10.1111/j.1540-6261.1991.tb04636.x · Cited by 5,350
Trading Is Hazardous to Your Wealth: The Common Stock Investment Performance of Individual Investors
Barber, B. M., & Odean, T. (2000) · The Journal of Finance · doi:10.1111/0022-1082.00226 · Cited by 3,955
On the impossibility of informationally efficient markets
Stiglitz, J. E., & Grossman, S. J. (1980) · Columbia University · doi:10.7916/d8765r99 · Cited by 3,645
Research works printed but not linked: 24
- Das, 2010, Portfolio optimization with mental accounts, Journal of Financial and Quantitative Analysis, 45, 311, 10.1017/S0022109010000141 · DOI
- Edmans, 2011, Does the stock market fully value intangibles? Employee satisfaction and equity prices, Journal of Financial Economics, 101, 621, 10.1016/j.jfineco.2011.03.021 · DOI · Paper page
- Fama, 2008, Ideas that changed the theory and practice of investing: a conversation with Eugene F Fama, Journal of Investment Consulting, 9, 6
- Fama, 1992, The cross-section of expected stock returns, Journal of Finance, 47, 427, 10.1111/j.1540-6261.1992.tb04398.x · DOI · Paper page
- Fisher, 2000, Investor sentiment and stock returns, Financial Analysts Journal, 56, 16, 10.2469/faj.v56.n2.2340 · DOI
- Grinblatt, 2009, Sensation seeking, overconfidence, and trading activity, Journal of Finance, 64, 549, 10.1111/j.1540-6261.2009.01443.x · DOI
- Lintner, 1965, The valuation of risk assets and the selection of risky investments in stock portfolios and capital budgets, Review of Economics and Statistics, 47, 13, 10.2307/1924119 · DOI
- Markowitz, 1952, Portfolio selection, Journal of Finance, 7, 77
- Markowitz, 1952, The utility of wealth, Journal of Political Economy, 60, 151, 10.1086/257177 · DOI
- Markowitz, 1999, The early History of portfolio theory: 1600–1960, Financial Analysts Journal, 55, 5, 10.2469/faj.v55.n4.2281 · DOI
- Miller, 1986, Behavioral Rationality in finance: the Case of dividends, Journal of Business, 59, 451, 10.1086/296380 · DOI
- Miller, 1961, Dividend policy, growth, and the valuation of shares, Journal of Business, 34, 411, 10.1086/294442 · DOI · Paper page
- Plassmann, 2008, Marketing actions can modulate neural representations of experienced pleasantness, Proceedings of the National Academy of Sciences, 105, 1050, 10.1073/pnas.0706929105 · DOI · Paper page
- Rattner, 2013, Who's right on the stock market?, The New York Times
- Ross, 1976, The arbitrage theory of capital asset pricing, Journal of Economic Theory, 13, 341, 10.1016/0022-0531(76)90046-6 · DOI
- Sapienza, 2013, Economic experts versus average americans, American Economic Review, 103, 636, 10.1257/aer.103.3.636 · DOI
- Sharpe, 1992, Asset allocation: management style and performance measurement, Journal of Portfolio Management, 7, 10.3905/jpm.1992.409394 · DOI
- Shefrin, 1984, Explaining investor preference for cash dividends, Journal of Financial Economics, 13, 253, 10.1016/0304-405X(84)90025-4 · DOI
- Shefrin, 1985, The disposition to sell winners too early and ride losers too long: theory and evidence, Journal of Finance, 40, 777, 10.1111/j.1540-6261.1985.tb05002.x · DOI · Paper page
- Shefrin, 1994, Behavioral capital asset pricing theory, Journal of Financial and Quantitative Analysis, 29, 323, 10.2307/2331334 · DOI
- Shefrin, 2000, Behavioral portfolio theory, Journal of Financial and Quantitative Analysis, 35, 127, 10.2307/2676187 · DOI
- Statman, 1999, Behavioral finance: past battles and future engagements, Financial Analysts Journal, 55, 18, 10.2469/faj.v55.n6.2311 · DOI
- Statman, 2008, Affect in a behavioral asset-pricing model, Financial Analysts Journal, 64, 20, 10.2469/faj.v64.n2.8 · DOI
- Varchaver, 2008, What Warren thinks, Fortune, 157, 59
Cited by
Sorted by citations
Environmental, Social and Governance (ESG) and Investment Decision in Bangladesh
Sultana, S., Zulkifli, N., & Zainal, D. (2018) · Sustainability · doi:10.3390/su10061831 · Cited by 158
“In BAPM, the utilitarian, expressive and emotional benefits are included, and it states that the value of the investment or expected return of the stock depends on risks, social responsibility, liquidity, thrill, prestige, misleading emotions, cognitive errors, and so forth [73].”
BackgroundParveen, S., Satti, Z. W., Subhan, Q. A., & Jamil, S. (2020) · Borsa Istanbul Review · doi:10.1016/j.bir.2020.02.002 · Cited by 182
Investor sentiment and stock return volatility: Evidence from the Johannesburg Stock Exchange
Rupande, L., Muguto, H. T., & Muzindutsi, P. (2019) · Cogent Economics & Finance · doi:10.1080/23322039.2019.1600233 · Cited by 148
“It also implies that the traditional asset pricing models such as the capital asset pricing model (Linter, 1964; Sharpe, 1964) are replaced by behavioural asset pricing models (Statman, 2014).”
BackgroundRaut, R. K., Kumar, R., & Das, N. (2020) · Social Responsibility Journal · doi:10.1108/srj-02-2018-0052 · Cited by 111
Fundamental and behavioural determinants of stock return volatility in ASEAN-5 countries
Thampanya, N., Wu, J.-J., Nasir, M., & Liu, J. (2020) · Journal of international financial markets, institutions, and money · doi:10.1016/j.intfin.2020.101193 · Cited by 69
“…from rational expectation hypothesis, behavioural finance asserts that investors are ordinary people influenced by sentiment and psychological prejudices, that markets are inefficient, and that differences in expected returns are decided by more than the differences in risk (Statman, 2014).”
BackgroundA Qualitative Inquiry into the Investment Decision Behaviour of the Malaysian Stock Market Investors
Jaiyeoba, H., & Haron, R. (2016) · Qualitative Research in Financial Markets · doi:10.1108/qrfm-07-2015-0027 · Cited by 69
Afriani, D., & Halmawati, H. (2019) · JURNAL EKSPLORASI AKUNTANSI · doi:10.24036/jea.v1i4.168 · Cited by 83
Dynamic portfolio rebalancing through reinforcement learning
Lim, Q., Cao, Q., & Quek, C. (2021) · Neural computing & applications (Print) · doi:10.1007/s00521-021-06853-3 · Cited by 61
Wangzhou, K., Khan, M., Hussain, S., Ishfaq, M., & Farooqi, R. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.736753 · Cited by 66
“Statman (2014) states that ordinary people behave irrationally and make mistakes due to behavioral effects.”
BackgroundInstitutional investor behavioral biases: syntheses of theory and evidence
Ahmad, Z., Ibrahim, H., & Tuyon, J. (2017) · Management Research Review · doi:10.1108/mrr-04-2016-0091 · Cited by 78
Herding Behavior Model in Investment Decision on Emerging Markets: Experimental in Indonesia
Rahayu, S., Rohman, A., & Harto, P. (2021) · doi:10.13106/jafeb.2021.vol8.no1.053 · Cited by 42
“Such model is a development of a previous model proposed by Statman (2014) that contains rational and irrational strategies made by investors for their investment decision-making.”
MethodInvestor behavior in equity crowdfunding
Wallmeroth, J. (2019) · Venture Capital · doi:10.1080/13691066.2018.1457475 · Cited by 41
“Statman (2014) provides interesting ideas regarding ‘normal’ people in the field of finance.”
BackgroundMethodResultInfluentialReligion based investing and illusion of Islamic Alpha and Beta
Naqvi, B., Rizvi, S. R., Mirza, N., & Reddy, K. (2018) · Pacific-Basin Finance Journal · doi:10.1016/j.pacfin.2018.02.003 · Cited by 36
Choowan, P., Daovisan, H., & Suwanwong, C. (2024) · International Journal of Financial Studies · doi:10.3390/ijfs13010001 · Cited by 61
“The term “financial behavior” is defined in terms of cognitive psychology (i.e., how people think; in particular, they put too much weight on recent experience) (Statman, 2014).”
Measuring behavioural biases affecting real estate investment decisions in India: using IRT
Pandey, R., & Jessica, V. M. (2018) · International Journal of Housing Markets and Analysis · doi:10.1108/ijhma-12-2017-0103 · Cited by 46
Zhang, X., & Huang, C.-H. (2024) · Heliyon · doi:10.1016/j.heliyon.2024.e34230 · Cited by 32
“…can be defined as the degree of adventurousness exhibited by an investor [30], the tendency to focus on the X. Zhang and C.-H. Huang potential positive outcomes of performing a behavior without certain consequences [47], or investor ’ s willingness to take risk when making investment decision [1].”
BackgroundSub-optimal behavioural biases and decision theory in real estate
Pandey, R., & Jessica, V. M. (2019) · International Journal of Housing Markets and Analysis · doi:10.1108/ijhma-10-2018-0075 · Cited by 31
Vuković, M., & Pivac, S. (2023) · Managerial Finance · doi:10.1108/mf-01-2023-0068 · Cited by 43
Comparative analysis of stock selection using a hybrid MCDM approach and modern portfolio theory
Vuković, M., Pivac, S., & Babić, Z. (2020) · Croatian Review of Economic, Business and Social Statistics · doi:10.2478/crebss-2020-0011 · Cited by 29
“In addition, recent research show that the investment decision is not influenced only by the financial and market indicators, but by numerous behavioural factors (Statman, 2014).”
BackgroundBehavioral Finance: History and Foundations
Illiashenko, P. (2017) · Visnyk of the National Bank of Ukraine · doi:10.26531/vnbu2017.239.028 · Cited by 34
“While Econs make investments with the goal to receive utilitarian benefits (increase in wealth), Humans also focus on expressive and emotional benefits of their financial decisions (statman, 2014).”
BackgroundInfluentialWhy are people trapped in Ponzi and pyramid schemes?
Hidajat, T., Primiana, I., Nidar, S. R., & Febrian, E. (2020) · Journal of Financial Crime · doi:10.1108/jfc-05-2020-0093 · Cited by 42
Delsen, L., & Lehr, A. (2019) · Journal of Sustainable Finance & Investment · doi:10.1080/20430795.2019.1608709 · Cited by 24
“Behavioral finance Recent, more realistic, socially and psychologically based behavioral finance literature (‘behavioral finance’) indicates that in addition to the traditional financial needs also other considerations and needs of investors can play a role (Mitchell and Utkus, 2004; Statman, 2014).”
BackgroundShould I invest or not? Investigating the role of biases and status quo
Mamidala, V., Kumari, P., & Singh, D. (2023) · Qualitative Research in Financial Markets · doi:10.1108/qrfm-12-2022-0198 · Cited by 23
Behavioral finance: Evolution from the classical theory and remarks
Aguirre, R. A. A., & Aguirre, A. A. A. (2023) · Journal of Economic Surveys · doi:10.1111/joes.12593 · Cited by 31
Argan, M., Altundal, V., & Argan, M. T. (2022) · Journal of East-West Business · doi:10.1080/10669868.2022.2141941 · Cited by 31
“Behavioral and emotional finance studies of this issue in general indicate that the investment decisions of individuals are steered by their socio-psychological and demographic characteristics, and should be investigated accordingly (Statman 2014).”
BackgroundInfluentialInvestor sentiment, momentum, and stock returns: an examination for direct and indirect effects
Rashid, A., Fayyaz, M., & Karim, M. (2019) · Economic Research-Ekonomska Istraživanja · doi:10.1080/1331677x.2019.1650652 · Cited by 20
“Statman (2014) ascertained that investors classify stocks as stocks of good (big and growth) and bad (small and value) companies.”
BackgroundInfluentialHeuristic bias and investment decision: Exploring the mediating role of investors’ risk perceptions
Chaudhary, M. K., Adhikari, M., Ghimire, D. M., & Bhattarai, D. R. (2025) · Investment Management & Financial Innovations · doi:10.21511/imfi.22(1).2025.33 · Cited by 19
“These irrational behaviors not only challenge the notion of efficient markets but also underscore the need for a deeper understanding of psychological influences in shaping investment decisions (Statman, 2014).”
“All that glitters is not gold!”: The (Unexplored) Determinants of Equity Crowdfunding
Civardi, C., Moro, A., & Winborg, J. (2023) · Small Business Economics · doi:10.1007/s11187-023-00813-y · Cited by 26
“We build our analysis on behavioural finance: “finance with normal people in it, people like you and me” (Statman, 2014), which assumes that investors are not pure rational actors, but are influenced by cognitive errors (i.e. hindsight, overconfidence) and mis-leading emotions (i.e. thrill, fear).”
Mental budgeting and the financial management of small and medium entrepreneurs
Hoque, M. Z. (2017) · Cogent Economics & Finance · doi:10.1080/23322039.2017.1291474 · Cited by 19
“Downside and upside protection Behavioural investors start the process of constructing behavioural portfolios by dividing their portfolio into mental accounts (Statman, 2014).”
BackgroundPsychoanalysis of Investor Irrationality and Dynamism in Stock Market
Tuyon, J., & Ahmad, Z. (2017) · Journal of Interdisciplinary Economics · doi:10.1177/0260107917697504 · Cited by 16
“This is in line with Statman (2005) who claims that all investors, being a normal human being, are boundedly rational.”
BackgroundTahir, A. N., & Danarsari, D. (2023) · Eduvest - Journal Of Universal Studies · doi:10.59188/eduvest.v3i7.859 · Cited by 16
“Behavioral finance emphasizes that financial actors can be irrational (Statman, 2014).”
BackgroundSingh, J. E., Babshetti, V., & Shivaprasad, H. N. (2021) · Materials Today Proceedings · doi:10.1016/j.matpr.2021.03.318 · Cited by 27
RetractedBehavioural portfolio theory revisited: lessons learned from the field
Oehler, A., & Horn, M. (2020) · Accounting and Finance · doi:10.1111/acfi.12643 · Cited by 16
Do Investors’ Exhibit Cognitive Biases: Evidence From Indian Equity Market
Sharma, M., & Firoz, M. (2020) · International Journal of Financial Research · doi:10.5430/ijfr.v11n2p26 · Cited by 20
“2012; Rekik et.al 2013; Statman 2014; Prosad et.al 2015 and Kumar and Goyal 2016).”
BackgroundUsing Social Media Analytics: The Effect of President Trump's Tweets on Companies' Performance
Juma'h, A. H., & Alnsour, Y. (2018) · Accounting and Management Information Systems · doi:10.24818/jamis.2018.01005 · Cited by 15
“Because the lack of evidence in classical finance to support decision making, behavioral finance studies try to fill this gap (Kahneman, 2011; Thaler, 1994; Statman, 2014).”
BackgroundInstitutional investors vs retail investors
Jaiyeoba, H., Abdullah, M. A., & Ibrahim, K. (2019) · International Journal of Bank Marketing · doi:10.1108/ijbm-07-2019-0242 · Cited by 14
Investment goals and mental accounting in French retail clients
Broihanne, M., & Orkut, H. (2018) · Finance · doi:10.3917/fina.391.0107 · Cited by 13
Consumer Segmentation of Green Financial Products Based on Sociodemographic Characteristics
Gáspár, S., Pataki, L., Barta, Á., Thalmeiner, G., & Zéman, Z. (2023) · Journal of Risk and Financial Management · doi:10.3390/jrfm16020098 · Cited by 12
Leković, M. (2019) · Ekonomski horizonti · doi:10.5937/ekonhor1903263l · Cited by 14
“However, M. Statman (2014) points out the fact that theoretical rationales for such factors are as important as statistical significance.”
BackgroundResultInfluentialSutejo, B. S., SUMIATI, S., Wijayanti, R., & Ananda, C. F. (2024) · Scientific Papers of the University of Pardubice. Series D, Faculty of Economics and Administration · doi:10.46585/sp31021755 · Cited by 20
“Emotion can help investors make wiser investment decisions and avoid excessive risks (Shefrin & Statman, 1985; Statman, 2014).”
BackgroundPreference Based Portfolio for Private Investors: Discrete Choice Analysis Approach
Kuzmanović, M., Makajic-Nikolic, D., & Nikolić, N. (2019) · doi:10.3390/math8010030 · Cited by 11
“According to [17], private investors often cannot separate their roles as investors and consumers.”
BackgroundHashfi, R. U. A., Naufa, A. M., & Munawaroh, U. (2021) · Journal of Islamic Monetary Economics and Finance · doi:10.21098/jimf.v7i1.1319 · Cited by 10
“In fact, market participants tend to give excess weight to new information, ignore prospects, and feel over-confident in their capabilities (Statman, 2014).”
BackgroundThe Stability of the Indonesian Sharia Stock Index to Economic Shocks
Mubarok, F., Arif, M. N. R. A., & Mufraini, M. A. (2020) · IQTISHADIA Jurnal Kajian Ekonomi dan Bisnis Islam · doi:10.21043/iqtishadia.v13i2.7748 · Cited by 9
The use of the recognition heuristic as an investment strategy in European stock markets
Lob�ão, J., Pacheco, L., & Pereira, C. (2017) · Journal of Economics Finance and Administrative Science · doi:10.1108/jefas-01-2017-0013 · Cited by 13
Navigating risk: Impact of overconfidence in financial literacy on retirement wealth reserves
Hu, Z., Zhang, D., & Xiong, X. (2024) · Finance research letters · doi:10.1016/j.frl.2024.106095 · Cited by 10
Unlocking the black box of private impact investors
Carroux, S. L., Busch, T., & Paetzold, F. (2021) · Qualitative Research in Financial Markets · doi:10.1108/qrfm-04-2020-0071 · Cited by 13
Determinants of Herding Behavior in The Time Of COVID-19: The Case of Egyptian Stock Market Sectors
Allam, S. M., Abdelrhim, M., & Mohamed, M. (2020) · Social Science Research Network · doi:10.2139/ssrn.3717995 · Cited by 9
The Role of Psychological Factors in Behavioral Finance
Kasemsap, K. (2015) · Advances in finance, accounting, and economics book series · doi:10.4018/978-1-4666-7484-4.ch006 · Cited by 15
“…substitutes behavioral portfolio theory for mean-variance portfolio theory, and behavioral asset pricing model for the capital asset pricing model (CAPM) 95 The Role of Psychological Factors in Behavioral Finance and other models where expected returns are determined only by risk (Statman, 2014).”
BackgroundAdhikari, M., Bhusal, S., Adhikari, S., & Sharma, P. (2025) · International Journal of Social Sciences and Management · doi:10.3126/ijssm.v12i2.77493 · Cited by 8
“It combines insights from psychology, sociology, and cognitive science to explain why investors often act irrationally, even when they have access to complete information (Statman, 2014).”
Herding Effect in China's A Share Stock Market under COVID-19 Pandemic
Yuan, H. (2021) · 2021 7th International Conference on E-Business and Applications · doi:10.1145/3457640.3457662 · Cited by 8
“to cognitive errors and misleading emotions [4].”
Construcción de portafolios de inversión desde las finanzas del comportamiento: una revisión crítica
Arévalo, A. J. U. (2015) · Cuadernos de Administración · doi:10.11144/javeriana.cao28-51.cpif · Cited by 9
Return and volatility spillover drivers among conventional cryptocurrencies
Kammoun, W. (2025) · Digital Finance · doi:10.1007/s42521-025-00167-y · Cited by 7
“According to Statman (2014) and Slovic et al. (2007), behavioral finance emphasizes that investor decisions are shaped not only by fundamentals but also by emotions and cognitive biases.”
VanderPal, G., & Brazie, R. (2022) · Journal of Accounting and Finance · doi:10.33423/jaf.v22i2.5137 · Cited by 10
How Behavioral Finance during Pandemic COVID-19?
Solihat, A., & Nugraha, N. (2020) · Business Innovation & Entrepreneurship Journal · doi:10.35899/biej.v2i2.126 · Cited by 7
“pelajari, peningkatan volume perdagangan yang disebabkan oleh adanya investor yang optimis, pesimistis serta investor dengan reaksi spontan [21].”
BackgroundResearch on Rumor Spreading Model with Time Delay and Control Effect
Yao, H., & Zou, Y.-S. (2019) · Journal of Systems Science and Information · doi:10.21078/jssi-2019-373-17 · Cited by 7
“Behavioral Finance Theory gained prominence in the late 1990s, especially in discussions along investor decision making in relation to stock market fluctuations([14]).”
BackgroundProfit sharing between managers and investors: An experimental investigation
Öztürkkal, B. (2015) · doi:10.1016/j.bir.2015.02.002 · Cited by 7
ESG Investing Trends in Emerging Markets: A Behavioral Finance PerspectivePreprint
Adwani, A. (2025) · Social Science Research Network · doi:10.2139/ssrn.5356746 · Cited by 7
Youssef, A. A., Tantawi, P. I., Ragheb, M. A., & Saeed, M. (2021) · Corporate Governance and Organizational Behavior Review · doi:10.22495/cgobrv5i2sip1 · Cited by 7
“…theory explained behavioral finance as it assumed that people are normally not rational, individuals plan for their portfolios based on the guidelines of behavioral portfolios, markets are not efficient and the behavioral asset pricing theory describes the expected returns (Statman, 2014).”
BackgroundTime series momentum: Evidence from the European equity market
Vuković, D. B., Ingenito, S., & Maiti, M. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e12989 · Cited by 6
“Both accept that markets are hard to beat by ordinary investors”~ (Statman [24]; pp.”
BackgroundChaitanya, D. B., & Nordin, N. (2021) · International Journal of Advanced Research in Economics and Finance · doi:10.55057/ijaref.2021.3.4.6 · Cited by 6
“Behavioral finance concept indicated that investors are both bias and there is a tendency for psychological manipulation (Statman, 2014).”
BackgroundCompetition for visibility: When do (FX) signal providers employ lotteries?
Schneider, J., & Oehler, A. (2021) · International Review of Financial Analysis · doi:10.1016/j.irfa.2021.101892 · Cited by 6
Ansari, R., Hashfi, R. U. A., & Setiyono, B. (2020) · Indonesian Capital Market Review · doi:10.21002/icmr.v12i2.12750 · Cited by 6
“Representing investor confidence, sentiment toward stock price movement affects investment decisions, portfolio selection, and market timing (Statman, 2014).”
BackgroundUtama, A. N. B., Sangaji, J., & Rimbano, D. (2024) · Indo-Fintech Intellectuals Journal of Economics and Business · doi:10.54373/ifijeb.v4i6.2358 · Cited by 5
“However, behavioral finance highlights how cognitive biases and emotional factors significantly influence investment behavior, often resulting in market anomalies and inefficiencies (Statman, 2014).”
Sudaryanti, D., & Bastomi, M. (2023) · Jema: Jurnal Ilmiah Bidang Akuntansi dan Manajemen · doi:10.31106/jema.v20i1.19153 · Cited by 5
“In this schema, the differentials in expected returns are ascribed to factors extending beyond mere variations in risk (Statman, 2014).”
BackgroundReal estate investors’ behaviour
Abdallah, M., al-Tamimi, H. A. H., & Duqi, A. (2021) · doi:10.1108/qrfm-06-2019-0071 · Cited by 5
Explaining Heterogeneity in Risk Appetite and Tolerance: The Turkish Case*,†
Woods, J., Seychell, S., Ozen, E., Spiteri, J., Suban, R., & Grima, S. (2020) · Contemporary studies in economic and financial analysis · doi:10.1108/s1569-375920200000102011 · Cited by 5
Jabeen, S., Shah, S. F., Sultana, N., & Khan, A. (2020) · doi:10.34091/jass.13.1.03 · Cited by 5
“On the other hand, according to behavioral finance market agents are neither completely rational nor consistent in their choices because their psychology affect their decisions (Miłaszewicz, 2019; Statman, 2014).”
BackgroundThe over-reaction effect in the stock exchange of Thailand: an exmpirical study
Pokavattana, N., Sethjinda, T., & Tangjitprom, N. (2019) · doi:10.14456/jcdr-hs.2019.27 · Cited by 5
“Several researchers believe that standard financial theory is built around four foundational assumptions or ideas: people act rationally, markets are efficient, people will and do design their portfolios around meanvariance portfolio theory, and expected returns are described by standard asset where expected returns a…”
BackgroundRisqina, A. M., Hidayati, S. A., Burhanudin, B., & Muhdin, M. (2023) · PROCEEDING INTERNATIONAL CONFERENCE ON ECONOMICS, BUSINESS AND INFORMATION TECHNOLOGY (ICEBIT) · doi:10.31967/prmandala.v4i0.756 · Cited by 4
“Statman (2014: 1) describes four differences between standard finance and behavioral finance: 1.”
BackgroundHubungan Kausalitas antara Sentimen Investor dan Pasar Keuangan Indonesia
Pratiwi, E. I., & Imelda, E. (2022) · Jurnal Ekonomi · doi:10.24912/je.v27i03.872 · Cited by 4
“…dapat dijelaskan dengan akal sehat atau irrasional, sehingga perilaku investor ketika mengambil keputusan yang terkait dengan kegiatan investasi, jual-beli sekuritas dan diversifikasi portofolio juga merupakan hal irrasional yang akan terpengaruhi oleh perilaku dan emosi investor (Statman, 2014).”
THE NEED FOR A PARADIGM SHIFT IN FINANCE: SUSTAINABLE CORPORATE FINANCE
AGÂRBICEANU, S. M., & Zamfiroiu, T. (2021) · Management of Sustainable Development · doi:10.54989/msd-2021-0006 · Cited by 8
“According to Statman (2014), individuals in traditional finance are reasonable; those in behavioral finance are normal.”
BackgroundZafar, Z., & Siddiqui, D. A. (2020) · International Journal of Organizational Leadership · doi:10.33844/ijol.2020.60488 · Cited by 4
“Financiers are becoming significantly positive and assured for shares requiring extraordinary market capitalization (Finter, NiessenRuenzi, & Ruenzi, 2012; Statman, 2014).”
BackgroundInfluentialTesting Sectoral Herding in the Jordanian Stock Market
Elshqirat, M. (2019) · International Business Research · doi:10.5539/ibr.v12n8p88 · Cited by 4
“In addition, behavioral finance replaces many aspects of standard finance with new behavioral-based aspects; for example, it replaces the mean-variance portfolio theory in the traditional finance with the behavioral portfolio theory, replaces the term rational people with normal people, and replaces the financial asse…”
BackgroundInfluentialInvestor Behavior in Equity Crowdfunding
Wallmeroth, J. (2016) · doi:10.2139/ssrn.2881394 · Cited by 4
Sanyal, U., Uddin, F., Razi-ur-Rahim, M., Islam, A., Kuriyodath, R., & Hossain, M. B. (2026) · Analytics · doi:10.3390/analytics5030026 · Cited by 11
Özdemir, M., & Taş, O. (2024) · Borsa Istanbul Review · doi:10.1016/j.bir.2024.12.014 · Cited by 3
Hasan, M., Ahmed, S. S., Mustafa, S., & Aziz, A. (2023) · NICE research journal · doi:10.51239/nrjss.v16i4.434 · Cited by 3
“Traditional financial theories challenged the notion of efficient markets and logical individuals by failing to account for these psychological aspects and oddities present in the stock markets (Statman, 2014; De Bondt et al., 2015; Iqbal et al, (2024)).”
BackgroundInvestigating Students’ Behavioral Biases in Regard to Financial Decision-Making
Albert, R. (2023) · Studia Universitatis Babes-Bolyai Oeconomica · doi:10.2478/subboec-2023-0008 · Cited by 3
Ansari, R., Tulasmi, & Sawitri (2022) · Journal of Islamic Economics Lariba · doi:10.20885/jielariba.vol8.iss1.art13 · Cited by 3
Self-Control, Financial Well-Being, and Motivated Reasoning : Essays in Behavioral Finance
Strömbäck, C. (2020) · Linköping Studies in Arts and Sciences · doi:10.3384/diss.diva-170094 · Cited by 3
“Since people tend to have trouble separating investment decisions from decisions about consumption (Statman, 2014), it is important to include, for example, the often-neglected topic of everyday financial decision-making.”
Modeling Asset Pricing Using Behavioral variables; Fama-Macbeth Approach
Nasiri, M., Saraf, F., Nouralahzadeh, N., & Hamidian, M. (2020) · doi:10.22059/ijms.2020.303308.674087 · Cited by 3
“Moreover, while adhering to standard finance, behavioral finance extends the financial domain beyond the asset pricing portfolio and market efficiency, (Statman, 2014).”
BLACK FRIDAY AND OTHER EFFECTS - ARE THEY STILL SUSTAINABLE IN FINANCIAL MARKETS?
Dailydytė, I., & Bužienė, I. (2020) · doi:10.9770/jssi.2020.9.4(11 · Cited by 3
Volatility Modelling Using Long-Memory- GARCH Models, Applications of S&P/TSX Composite Index
Rahmani, M. (2016) · doi:10.20381/ruor-5199 · Cited by 3
“As (Statman, 2014) says: “ [Behavioural finance] incorporates parts of standard finance, replaces others, and includes bridges between theory, evidence, and practice.””
BackgroundBridging personality and behavior in financial trading: A qualitative perspective
Finet, A., Kristoforidis, K., & Laznicka, J. (2026) · Modern Finance · doi:10.61351/mf.v4i1.487 · Cited by 3
“A large body of work suggests that they are deeply linked to emotional reactions and self-regulatory processes under uncertainty and performance pressure (Statman, 2014; Statman, 2019).”
InfluentialFadillah, M. F., & Patrisia, D. (2025) · Formosa Journal of Multidisciplinary Research · doi:10.55927/fjmr.v4i6.249 · Cited by 2
“Their decisions are influenced by various psychological biases, including heuristic bias and herding bias (Statman, 2014).”
National culture and banks stock volatility
Galil, K., & Varon, E. (2024) · Journal of International Financial Markets Institutions and Money · doi:10.1016/j.intfin.2023.101932 · Cited by 4
Traditional and Behavioural Approach to Risk in Finance
Vasić, A. S., Jakšić, M., & Todorović, V. (2023) · Economic Themes · doi:10.2478/ethemes-2023-0026 · Cited by 3
ANALISIS PERILAKU HERDING PADA SAHAM SEKTOR BANK DIGITAL YANG TERDAFTAR DI BEI PERIODE 2021
Priscillia, A., & Ss, V. D. (2023) · Contemporary Studies in Economic, Finance and Banking · doi:10.21776/csefb.2023.02.3.01 · Cited by 2
“…portofolio Harry Markowitz, Capital Asset Pricing Model (CAPM) dari Share dan Lintner, dan juga derivative opsi Black dan Scholes dan Merton (Statman, 2000) berdasarkan (Statman, 2014) yang cukup bertolak belakang dengan alternatif dasar standar keuangan yang teori behavioural finance tawarkan.”
BackgroundInvestigating the Turn of the Month effect: Evidence from International Financial Markets
Enow, S. (2023) · Journal of Business and Management Review · doi:10.47153/jbmr44.6582023 · Cited by 2
“One of this criticism emanates from the behavioural finance theory which contends that financial securities are not always priced rationally (Statman, 2014).”
BackgroundPreferences of Gen Z for Investing in Socially Accountable Funds
Dave, D. D., & Parikh, A. (2022) · Journal of Social Commerce · doi:10.56209/jommerce.v2i4.39 · Cited by 2
“SAF was created as a direct response to this worldwide trend (Statman, 2014); (Raut et al.”
BackgroundMethodWhat Can Be Done by Overconfidence Bias and Optimism Bias on Investor Decisions?
Suhono, & Nugraha (2021) · Proceedings of the 5th Global Conference on Business, Management and Entrepreneurship (GCBME 2020) · doi:10.2991/aebmr.k.210831.008 · Cited by 2
“In addition, standards finance measures expected returns using asset pricing theory, while behavioral finance uses behavioral assets pricing theory [19].”
MethodChandani, A., Ratnalikar, V. A., Bhatia, A., & Mehta, M. (2020) · Materials Today Proceedings · doi:10.1016/j.matpr.2020.09.655 · Cited by 1
RetractedFlores, S. A. M., Coronel, D. A., & Vieira, K. M. (2017) · Redes Revista hispana para el análisis de redes sociales · doi:10.5565/rev/redes.675 · Cited by 4
“Para Statman (2014), as finanças comportamentais estão em construção e expandem o campo de estudos tradicionais, pois estabelecem vínculos entre teoria, evidência e prática.”
BackgroundBehavioral finance as an answer to the limitations of standard finance
Lekovič, M. (2020) · doi:10.5937/bankarstvo2003036l · Cited by 2
Investment Strategies of German Households in a Multi-layer Portfolio Framework
Horn, M. (2018) · doi:10.20378/irbo-54074 · Cited by 2
“187 See Oehler (2013b), (2014b), Oehler/Horn/Wendt (2018c), Oehler/Wendt (2016b), Statman (2014).”
InfluentialBehavioural Finance and Investment Decisions among Young Investors
V., G. (2026) · Scriptora International Journal of Research and Innovation (SIJRI) · doi:10.65579/sijri.2026.v2si1.12 · Cited by 1
Sustainable investing and herding behavior: sectoral insights from High-ESG firms
Bouattour, M., Amar, A. B., & Brahim, M. (2026) · Journal of Economic Studies · doi:10.1108/jes-03-2025-0172 · Cited by 1
Understanding the disposition effect: a phenomenological study of investor experiences in Nepal
Paudel, M. R., Thapa, B. S., & Ghimire, S. (2026) · Qualitative Research in Financial Markets · doi:10.1108/qrfm-03-2025-0064 · Cited by 3
Khanna, K. (2026) · International Journal For Multidisciplinary Research · doi:10.36948/ijfmr.2026.v08i01.66995
“Evidence suggests that app-based investors are more inclined toward short-term trading strategies rather than long-term wealth accumulation, particularly in the early stages of market participation (Statman, 2014).”
Are There Financial Sacrifices in Ethical Investing? A Comparative Study of Indonesia and Malaysia
Amalia, F., Ismail, S., Fauzi, M., & Nor, A. M. M. (2025) · Journal of Indonesian Economy and Business · doi:10.22146/jieb.v40i3.11007 · Cited by 1
“…with behavioral finance theory, which states that the involvement of emotions, traits, preferences, and various things inherent in humans, as intellectual and social creatures, will interact to form the basis of decisions to take action (Barberis & Thaler, 2003; Statman, 2014) Pangestuti, 2022).”
Metadata
- Authors
- Statman, M.
- Affiliations
- Santa Clara University (US)
- Corresponding author
- Statman, Meir
- Venue
- Borsa Istanbul Review
- Publisher
- Elsevier BV
- Published
- 2014-06
- Volume
- 14
- Issue
- 2
- Pages
- 65-73
- ISSN
- 2214-8450 (ISSN-L)
- OpenAlex
- W1975017019
- Cited by
- 183
- References
- 29
- Citations by year
- 2026: 13 · 2025: 11 · 2024: 15 · 2023: 27 · 2022: 15 · 2021: 22 · 2020: 23 · 2019: 18 · 2018: 11 · 2017: 14 · 2016: 8 · 2015: 5 · 2014: 1
- FWCI
- 17.08
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Borsa Istanbul Review (publishedVersion, cc-by-nc-nd)
- SSRN Electronic Journal (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Finance › Financial Markets and Investment Strategies
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Social Sciences › Economics, Econometrics and Finance › Finance › Financial Literacy, Pension, Retirement Analysis
- Keywords
- behavioral finance, rationality assumption, behavioral portfolio theory, mean-variance portfolio theory, capital asset pricing model, market efficiency, investor overconfidence, expected returns
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review