Episode 258: Prof. Meir Statman: Financial Decisions for Normal People

22 Jun 2023 · 1 h 12 min

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Rational Reminder Podcast Episode 258: Prof. Meir Statman - Financial Decisions for Normal People

Episode Summary In this enlightening episode of The Rational Reminder Podcast, hosts Benjamin Felix and Cameron Passmore engage with Professor Meir Statman, a pioneer in behavioral finance. Their conversation delves into how behavioral finance integrates psychological insights to enhance our understanding of financial markets and decision-making, enabling investors to align their financial actions with their true needs and desires.

Key Themes and Concepts

Understanding Behavioral Finance

  • Definition: Behavioral finance studies the financial decisions people make and how these reflect in financial markets.
  • Efficient Markets vs. Behavioral Insights: Statman emphasizes that market efficiency can coexist with behavioral finance, understanding that prices may deviate from true value, leading to market bubbles.

Evolution of Behavioral Finance

  • Generations of Behavioral Finance:
  • First Generation: Focused on cognitive and emotional errors that hinder wealth maximization.
  • Second Generation: Recognizes that investors have wants beyond wealth, such as social responsibility and values.
  • Third Generation: Centers on maximizing well-being, highlighting that finance should enhance all aspects of life, including family, health, and community.

Normal vs. Rational Investors

  • Normal Investors: Seek emotional and psychological benefits, such as hope from lottery-like assets, rather than merely financial returns.
  • Rational Investors: Defined by a singular focus on maximizing wealth without considerations of emotional or psychological factors.

Investment Preferences and Behaviors

  • Preference for Cash Dividends: Normal investors prefer cash dividends due to perceived control over spending and self-regulation issues.
  • Averseness to Realizing Losses: Normal investors often avoid realizing losses due to regret and psychological framing, viewing paper losses as not "real."
  • Dollar-Cost Averaging: This approach is favored despite being suboptimal, as it mitigates the emotional pain of potential regret.

Role of Financial Advisors

  • Educators and Guides: Advisors should focus on enhancing clients' well-being by helping them understand their wants and correcting behavioral errors.
  • Customizing Advice: Financial advisors need to cater to individual client preferences, balancing education with patience and empathy.

Psychological Aspects of Finance

  • Regret Aversion: Normal investors may hesitate to sell losing investments due to the fear of regret when faced with hindsight.
  • Status Seeking: High-net-worth individuals often prefer investments in hedge funds and private equity as a status symbol rather than for rational financial benefits.

Practical Financial Advice

  • Understanding Client Needs: Advisors should engage in conversations that explore the underlying emotional aspects of clients’ financial behaviors.
  • Balancing Knowledge and Empathy: Advisors must possess both technical knowledge and the ability to connect personally with clients to maximize their financial well-being.

Key Takeaways

  • Financial decisions are often driven by emotional and psychological factors rather than purely rational calculations.
  • Understanding the difference between what clients want and the errors they make is crucial for effective financial advice.
  • Financial advisors should strive to be educators and empathetic guides, helping clients navigate their financial journeys while enhancing their overall well-being.

Recommended Reading

  • Behavioral Finance: The Second Generation - A foundational text by Meir Statman that explores the evolution and implications of behavioral finance.

Related Links

  • [Listen on iTunes](https://itunes.apple.com/ca/podcast/the-rational-reminder-podcast/id1426530582?mt=2)
  • [Rational Reminder Website](https://rationalreminder.ca/)
  • [Join the Community Discussion](https://community.rationalreminder.ca/t/episode-258-prof-meir-statman-financial-decisions-for-normal-people-discussion-thread/23934)

This episode serves as a crucial reminder of the human elements involved in financial decision-making, urging both investors and advisors to consider the broader implications of their choices in the pursuit of well-being.

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Transcript

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0:03This is the Rational Reminder Podcast, a weekly reality check on sensible investing and financial decision-making from two Canadians. We're hosted by me, Benjamin Felix, and Cameron Passmore, portfolio managers at PWL Capital. Welcome to episode 258. This week, we welcome Professor Mayer Statman. This is an incredible interview. Mayer talked about how finance is all about maximizing wellbeing. He's well-known in our field, and we're so grateful to get a chance Nice to speak with him. Mayer is the Glenn Klemek Professor of Finance at Santa Clara University, where his research focuses on behavioral finance.

0:47His most recent book, Behavioral Finance, the Second Generation, was published by the CFA Institute Research Foundation. Ben, what are your thoughts after this unreal conversation? Well, I mean, listen, Mayer is one of the founders of behavioral finance. So speaking with him just because of that was incredible. But I think that his thinking on finance and the purpose that money serves, all of that is just incredible. One of the things that I found really impactful from the conversation was how he differentiates between errors and wants. That was to me incredible because this is the Rational Reminder podcast.

1:29Well, hey, rationally what you're doing is an error. But Mare's point is that if someone's making an error and you tell them that it's an error, listen, normatively, you shouldn't be doing that thing. If the person says, no, no, this makes me feel good, that can be okay. Then who's to say that it's a bad decision that they're making? I thought that was incredible. The mayor's research has looked at things like what our investors wants and needs and how do we balance those things a ton on cognitive and behavioral errors. Again, then there's that balancing act of what's an error and what's a want.

2:00And then we talked a lot about the role of financial advice as a source of education to help people figure out what's an error and what's a want. I thought that was also really interesting. Anyway, Mare is in the field of finance and behavioral finance specifically. He's an absolute giant and he's got papers published all over the place, tons of fantastic papers. And going through his research to prepare for this conversation, that alone was fascinating. but then as usual, speaking to him about the research was even better. I don't know. I just think this was a wonderful, wonderful conversation.

2:36His research has been published in the Journal of Finance, the Journal of Financial Economics, Review of Financial Studies, Journal of Financial and Quantitative Analysis, and the Financial Analyst Journal, and many more. He's a member of the advisory board of a number of journals, including the Journal of Portfolio Management and the Journal of Wealth Management. Again, many more on top of that. He was named one of the 25 most influential with people by investment advisor. He has a PhD from Columbia University and a BA and MBA from the Hebrew University of Jerusalem. He mentions his good friend and professional colleague, Hurst Sheffern.

3:10He was our guest passed in episode 167. So you might want to go check that out. I also want to give a shout out to Alex for making the kind introduction to Mayor to invite him to join us on the podcast. And lastly, if you listen to the audio, you might want to check out the YouTube, his artwork behind him is very cool. I thought his setup in his office was very cool. And that's his artwork he set up. So it's a really nice setup that he has. He was really fun, great stories, great guy. It was a really fun time. It was a fun time, but it's a conversation. And I remember when we talked to her, Sheffron, it had a similar impact on me.

3:45It just makes you realize how ridiculous it can be to try and think about everything through a rational lens. Mayer talks about what do investors really want? Well, they don't want a mean variance optimal portfolio. They don't necessarily want that. So thinking about what investors actually want and what role finance plays in achieving that, I think that's a wonderful way to look at things and it changes your perspective a lot relative to the kind of rational normative school of thought. So anyway, I'm going on and on here, but this was another very impactful conversation for me personally. All right, great setup.

4:20With that, let's go to our conversation with Professor Mayer Statman.

4:28Professor Mayer Statman, it is a real pleasure and a privilege to welcome you to the Rational Reminder podcast. I'm delighted to be with you. Excellent. Well, let's kick it off with a foundational question. What is behavioral finance? Well, behavioral finance is about financial decisions people make and the reflection of those decisions in financial markets. Is behavioral finance compatible with markets being efficient? Well, yes, but I must explain what efficient markets mean because that term has become confused. There are two notions of market efficiency. One that says that prices are always equal to value.

5:14In fact, that was the definition that Farmer used in 1965 when he wrote a paper in the Financial Analyst Journal. Somehow along the way, market efficiency became a statement that, say mutual fund managers are unable to beat the market, or more generally, that it is hard to beat the market. Now, prices deviate from value. We know that there are bubbles, for example, that imply prices much higher than value. But that does not mean that it is easy to identify those bubbles ahead of time. Are we in a bubble now, a positive bubble, a negative bubble? I don't know. This is why I behave as if the market is efficient and in index funds, and I don't try to time the market.

6:12What was the response from traditional financial economists when you started submitting behavioral work back in the 1980s? some of it was kind of funny in 1984 i had an interview with people of another university just to check for my market value just in case i don't get tenure at this santa clara and i explained what i'm doing and one of them said what are you trying to do are you trying to tweak the profession And so later on, I met one of them who I knew from before, and I was not surprised that I never got an offer for a job from them. That's incredible. How well adopted do you think behavioral finance is in financial economics today?

7:04Oh, it is really mainstream now. You will see it at the very top universities. We, that is Hersh Sheprin, my friend and co-author, and I were incredibly lucky that our first paper on dividends was accepted and published in the Journal of Financial Economics. And that was because the referee turned out to be Fisher Black. And Fisher Black is a man who is not only renowned for his wonderful contributions to our field, but also one with a very open mind and innovative one. And his review was brief, but so positive that the editor wrote that after a lot of soul searching, I guess I agree. That was funny and, of course, delightful.

8:05I don't remember where I read it, but in some of your writing, I think you mentioned that some of the editors of the journal said that they wouldn't publish again if that paper was accepted. Did that happen? Well, that is the story. I heard that a paper in the Journal of Financial Economics, later on, I met one of the associate editors who said that there was sort of a ruckus phone meeting by the associate editors. And some were so upset by the decision to publish that paper that they said that they would not submit other papers to the journal. Yeah, it never happened. I think that they calmed down.

8:43But, you know, it tells you that everywhere in life, you need luck in addition to ability. How was the second generation of behavioral finance different from the first generation? So at the early 80s, we were really focused on the kinds of mistakes people make, those cognitive and emotional errors. And so in general, though that is not entirely true even then, in general, the assumption was still that people want what rational people want, which is just maximize my wealth. And then people do things that hurt their wealth, for example, not realizing losses or trading too much. In the second generation of behavioral finance, I say that people have wants that are different from high expected returns and low risk.

9:49And one direct example of that is socially responsible investing or what is known now as ESG, where people, some people at least, are willing to sacrifice wealth, willing to accept lower returns to stay true to their values. And so my first paper about socially responsible investing was published in the Financial Analyst Journal exactly 30 years ago in 1993. And it was, for me, a way to convey to people, here is something that is neither risk nor return. It has to do with people's value. And some people are willing to accept higher risk and lower returns to stay true to their values. So now you can kind of expand it to all the things that people want.

10:43For example, high status. You look at that, and of course, we all know all of us care about our status. We measure it in different ways. I know that hedge fund managers are much wealthier than I am, but they are not in my comparison group. My comparison group is fellow professors of finance and so on. What's the third generation of behavioral finance? So the second generation kind of expands the domain or expands the range of behavioral finance beyond making mistakes that no longer assumes that all people want is to maximize wealth. So people want to maximize wealth, but they also want to stay true to their values.

11:33The third generation of behavioral finance really broadens the lens of finance even broader. And it says, eventually, what finance is all about is maximizing people's well-being, which is sometimes called happiness, although happiness is too narrow. So the question is, what is money for? Money is for well-being. And well-being has many domains. It is family. It is friends. It is work. It is health. It is religion and values. It's the society. And so I wrote a book that is called Finding Wellbeing that looks at these domains. And the important thing is that finances, money, enhances well-being.

12:30But more than that, money underlies well-being in all the other domains. You cannot support a family without money. You cannot see a doctor without money. You cannot enroll at the university without money and so on. And so some people who write about those issues of well-being and happiness say things like, what is really important is friendship. Well, that is nice, but friendship is not enough. And you need money even for friendship, because if you're going to go on the subway to visit a friend, you have to pay. That's a great explanation. We've already touched on pieces of the answer to the next question, but I think there's more to it.

13:15So I still want to ask the question explicitly, what's the difference between a normal investor and a rational one? So Miller and Modigliani, two well-known founders of Standard Finance, defined rational investors as people, as investors who are interested only in maximizing their wealth. So that is one pillar. And the second one is that they are indifferent to the form of that wealth. This really is a definition that they used in their exposition of dividends and argument as to why dividends do not matter. Because they said, if you don't get a cash dividend from a company, you can create what we know now is homemade dividends by selling shares.

14:08So they are just different in form, but not in substance. And so essentially they said framing of form doesn't matter. What matters is just the substance. But normal people care about form as well as substance. They are sometimes confused by the form, and sometimes they are not necessarily confused by form, but they care about form. So you will have a situation, for example, where people do their accounting generally with nominal dollars. So if I got a 5%, I consider it kind of a 5 % raise, say from$100 ,000 to$105 ,000. Now, even if inflation is just 2%, I still sort of ignore it and don't say, well, really, in real terms, my increase in pay is only 3%.

15:11But what happens is that when inflation spurts, as we have had, and it gets to be, say, 9%, then people say, wait a minute, I just got a 5 % raise, but inflation is 9%, so I'm behind. And so this, for example, is why the Fed is aiming at a 2 % inflation rather than at zero inflation, because it is a way to let people kind of feel good about the raises they get, while in fact, they are penalized in terms of real money that they are earning. Okay, so we talked about well-being a little bit earlier, but you got a paper that really goes through this in detail. What is it that normal investors really want?

15:57So normal investors want things like supporting a family, like raising children, like finding satisfying work and well-paying work. They want health. They want to be true to their values, as I said. And so what I am implying or what I think of as the third generation of behavioral finance is really to see people as whole person and really have not just financial well-being. Do I have enough money for retirement, for example, but really life well-being? That is at the center of the third generation of behavioral finance. And if I kind of come back and tie it back to the notion of rational versus normal, rational people just want wealth, you know, call it financial well-being.

16:58And they are avoiding all of those errors that can get in the way. Normal people extend beyond just money, and so they do make mistakes, but you have to distinguish mistakes from ones. For example, the example I have is lottery tickets. People in standard finance don't buy lottery tickets because it's stupid. It has negative returns. In the first generation of behavioral finance, we said that that is because people are stupid in the way that they don't understand math and statistics. And I say, imagine that you are at 7-Eleven behind somebody about to buy a ticket. And you say, listen, you think that the odds of winning are one out of 100 million.

17:49In fact, they are one out of 200 million. Will that person then say, whoa, now that I know that, I will not buy that ticket? Well, of course, that is silly. People buy lottery tickets because it provides the emotional benefits of hope for the entire week. They are having that expressive benefit that I'm in the game. And God knows, you know, somebody is going to win and why won't it be me? And so you have those three kinds of benefits, utilitarian, expressive and emotional. And that is true for normal people, both in the second generation and the third generation of behavioral finesse. Does the lottery ticket explanation also explain why normal investors like to have lottery like assets in their portfolios?

18:39That is right. That is right. Yeah, I like to say that people want two things in life. One is to be rich and the other is not to be poor. And so for some of us, being rich means a startup with a wonderful ideas. It grows into a Google. But for many other people, especially as they get older and it is too late for them to go to, say, medical school, it is buying a lottery ticket. And so sometimes it is really sad when you see people who, in fact, risk being poorer than they are by buying too many of those lottery tickets. But I surely can put myself in their shoes and understand that they really want a chance to be rich.

19:31And when I talk about rich, I'm not talking about million dollar rich. that is one of the interesting things is that people who buy lottery tickets, yeah, we get those super large prizes exceeding a billion dollars. But in fact, people are looking for prizes more in the range of$10 ,000 to$50 ,000, enough to renovate a kitchen or finally replace that clunky car and so on. For those of us for whom renovating a kitchen or buying a car is no big deal, that seems like peanuts. But for people who really strain to pay for such things, this is a big deal. I'd like to go back to your comments on dividends.

20:19What is the explanation for why normal investors have a preference for cash dividends when rational investors should be indifferent? So one reason is because people want to control their spending. So they know that doing this home dividend, they are thinking perhaps that they can actually sell a few shares and get that money if they don't get a dividend. But they know that they have imperfect self-control. And so if they give themselves permission to sell 3 % of shares to get that homemade dividend, then what they're afraid of is that they're going to, in fact, spend not three, but 10 because there is a need for a vacation.

21:05There's something that they want to give to the kids and so on. And so for that reason of limited self-control, they let the company, in fact, control them and say, you're getting 3 % dividend, not more than that. So that is one reason people do that. What people do is keep their money in separate pockets. There is capital, say the 401k, and there is income, the income that I get from my employment. I transfer money from income to capital when I move it to a 401k. And then I use a rule that we all know of don't dip into capital, which means don't cash out your 401k. And so those mental accounting structure and the self-control and that rule of not dipping into capital help us control our consumption.

22:09I've got to preface this next question by saying that one of the most exciting parts about reading your writing is that you have an incredible command of traditional finance and you're able to speak to the behavioral side alongside that. And that just makes it fascinating. So on that point, can you talk about the downsides of consuming from dividends and not touching capital? Oh, yeah. That really is very important. It is better to give with a warm hand than a cold one. Those of us who are successful in life, in fact, are the ones who have a good amount of self-control. That is, it takes self-control to stay home and study for the exam when your friends are going out to a party.

22:55Because with good grades, you go to graduate school, you get a good job, you earn a good amount of money. then good self-control helps you save good chunks of that money and you end up living comfortably. The problem is that some people, many people, get so good at self-control that they have excessive self-control and they just don't know when to relax. And so people will say, well, when I talk about it, people say, you are describing my parents. I'm talking to them and I'm saying, look, you worked hard all your life. We are settled. We don't really need your money. You should now enjoy your money.

23:47Your rugs at home are worn out. You should replace them. I know it costs money, but then you have that money. It is really hard for people to break that habit. And I understand that. That is because spending has utilitarian costs because, of course, they diminish your wealth, but they can either increase your expressive and emotional benefits or reduce them. So for me, for example, say if I'm compelled to go to a restaurant where dinner costs$300 because God knows it has some, you know, the whole chopped liver pate, it's not just that I lost$300. It is that I feel like an idiot. I have a feeling that a cook is there in the kitchen pretending to be a chef and laughing at those idiots who are paying those exorbitant prices.

24:48But there are other things that give me pleasure. For example, giving money to my children or contributing money to charities or treating myself such that when I take my kids, my family and guests to a restaurant, I'm the one who is paying. I take pride in that. It costs me money, but it brings me much pleasure. And so there is a problem of people who have too little self-control. And generally, financial advisors are talking about that. But when you talk to financial advisors and their actual clients, they say, actually, our biggest problem is to convince people who have millions to spend and stop living as if they are poor.

25:40Why are normal investors averse to realizing losses? So it begins with framing. You can hear it in the language. That is, we have paper losses and we have realized losses. And for many people, realized losses are the same as real losses. So if you have a paper loss, it is not really a loss, they would say. Now, economists say, this is stupid. Don't you understand? If you bought a stock for 100 and now it is trading at 50, you have lost$50 whether you have realized that loss or not. Now, the thing is that you open a mental account, you buy a share for$100, you put it into this account. If it is now at 50 and you realize that loss, then you close that account at the loss.

26:35You kiss your money goodbye. There is no chance for that stock to go back to$100. dollars. That is painful. That is the pain that we know as regret, because now hindsight is telling you, God, wasn't it clear that this stock is a loser and so on? Well, of course, it was not clear. But now it seems in hindsight to be clear. Now, rationally speaking, you should realize your losses because you get tax benefits from realizing losses, whereas you don't have them in paper losses, but that hindsight and that pain of regret when you close that mental account at the loss is really real for people. You know, regret is something that we have all felt.

27:23And so, again, I understand people who are reluctant to realize losses. And one of the good things financial advisors do, for example, is to help people realizing their losses. They call it harvest your losses, making it feel as if realizing losses is the equivalent of walking in an orchard and plucking peaches from the tree rather than realizing losses while you are bent over stinking losses. Why is dollar cost averaging instead of doing a lump sum investment so persistent when it's well known to be rationally suboptimal? Well, it comes to the same kinds of principles of regret aversion. So think about it this way.

28:12Fear is an emotional that is instantaneous. You know, you see something looks like a snake, you move back. A regret is called a cognitive emotion because you contemplate it ahead of time. That is, you have two job offers. You're going to take one. Which one shall you take? And you are concerned that later on you'll find out that you actually chose the wrong one. Say that you just inherited$100 ,000 from a favorite uncle. Now, eventually you want to have it all in stocks. But if I say, why don't you just put the money into the stocks right now? You know, the amount is not so large that it's going to depress prices.

28:55You say, I hear you. But, you know, if I put in the money today and the stock prices brush tomorrow, I'll feel stupid. I'll have that pain of regret. So by dividing that money into, say, 10 chunks of$10 ,000 each and investing each on a schedule in the middle of a month, over 10 months, you lessen that pain of regret because sometimes the price will be lower. Sometimes it is going to be higher. It's kind of like a diversification principle. But in this case, it is really designed to minimize your regret. And it also, because the schedule is fixed, it also really lessens the likelihood of self-control.

29:49You know, after three payments and if the market has gone down, you say, whoa, enough of that. By having the rule that you committed yourself to for 10 months, you're going to continue to do that. Yeah, that's interesting. So it's both a commitment device and a regret diversification tool. You can actually see that when you think about what we know as reverse dollar cost averaging. Let's say that you got not$100 ,000 in cash, but rather stocks that are worth$100 ,000 and you want them actually in cash. Then if you're averse to risk, because usually people say, I invest in dollar cost averaging because I am not willing to take the risk, but it has nothing to do with risk.

30:37And you can see that here, because if you are really averse to risk, you should sell those stocks right now and have cash, which is riskless. But that's not what people do, because people are afraid that as soon as they sell that stock for$100 ,000, stock prices will zoom and they're going to be left holding the bag, feeling regret for having sold them all. And so if you do it gradually in reverse dollar cost averaging, you reduce the likelihood of regret. That's a really nice way to explain it from the other direction. What about strategies like covered calls and structured products? Why are those so attractive to normal investors?

31:23Well, they're attractive because of the way they are framed. People hate losses and they hate the prospect of losses. And so let's say that you buy a share and a broker says to you, why don't you do covered calls? Why don't you sell call options against it? And they say, look, in fact, I take that from a manual for brokers by gross. And what he says is you're going to have in a covered call three sources of profit. First, you still hold the stock. So you'll get dividends. That's one source. Second, you'll get the premium from selling that call. That's another source. And third, because you're going to write that call with an exercise price higher than the current price, you will have the third one.

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32:17Because if it is called, then let's say the exercise price is 55 and the stock is at 50, you'll still get that$5 between 50 and 55 dollars. And then he says, you know, what you're going to lose are those uncertain things that happen if the price goes beyond 55. Of course, if you find that the stock price has gone not to 55, but to 75, you're going to again feel like an idiot with regret. And so what people do, people are kind of fooled by this framing of three sources of losses, and they don't realize that when they buy a call, somebody is selling that call, and that somebody might not be stupid, that somebody might know something that you don't.

33:09And so it is really, again, rationally speaking, it makes little sense. But behaviorally, normally, it does make sense. And so this is covered calls. And, you know, structured products, again, structured products are arranged such that they have a floor. You cannot lose. You're sure to get your money back. So it goes like if you put in$1 ,000, you're sure to get back at least$1 ,000. And on top of that, say half the increase of the S &P 500. Well, what happens is, of course, whoever creates that structured product is doing it by buying a zero coupon bond and a call option. And they, of course, make money off that.

34:01And then there are some other things that go. One, it is expensive because of the money that the bank or whoever has created it. And also using, again, the issue of mental account. First, they don't count the dividends. And so if you were to actually hold the stock, you would get the dividend. And second, if they give you back$1 ,000 after 10 years, well, the real money that you get is less than$1 ,000 because inflation, even at 2%, it takes a chunk. And so it is really designed to appeal to people, kind of like tasty ice cream, that is going to settle in your waistline. so we've seen research showing that these things are overpriced by like five to eight percent i look at that and it's like that's objectively a bad thing to buy could it actually be justified by their behavioral benefits well the difference between what is an error and what is a one so let's say that i am a trusted teacher and i tell a student listen you will pay eight percent on top of that, on top of what it really is worth.

35:18Is it worth it to you? Now, if they say, whoa, now I understand that I will never touch them again, then I know that it was an error or ignorance that caused that person to buy them. But if they say, well, I'll still do that, just as the person who says I'll still buy lottery tickets, then I understand that that is what they want. The pain for them of losing money may be so great that they're willing to pay an extra 8 % to avoid that pain. It might not make sense to me, but it makes sense to them. To me, it makes no sense to buy a Lexus when I can buy an equivalent Toyota. But I don't think that people who buy Lexus are stupid.

36:05They just are status-seeking in ways that I am not. You know, I'm starting to seeking in other ways, but not in automobiles. My main car, well, my wife just insisted to get a Subaru Outback for me, but my real car is a 1994 Toyota Camry station wagon. That's awesome. But that definition of the difference between errors and wants, that was incredible. Very, very cool. Why do normal wealthy people want to invest in hedge funds and private equity despite their questionable benefits to a rational investor? Well, that comes back to the issue of status seeking that I described. In fact, one person, an advisor who sort of sells or recommends hedge funds and the like, told me that when an investor comes to him with, say,$10 million after he sold his business, if he says, well, you can invest it in index funds, well, the minimum to invest in an index fund might be$3 ,000.

37:12You know, he says, I don't want to be with those little people. You know, I am now a big shot. I have$10 million. Let me have something that is unique to those high ones. And so when you buy a hedge fund and when you tell people, you know, if we have a conversation about investments, so you're not really bragging, you're just telling me that you invest in hedge funds. Well, I immediately know that you are at least moderately rich without you being so crass as to say, hi, I'm mayor and I'm a rich man. And so people buy hedge funds for the same reason that people buy Lexus and Mercedes-Benz and another luxury cars.

37:58Yes, they take you from A to B, but they also tell other people and tell yourself that you are a big shot. Okay, I want to ask your opinion on a very practical question for us, because we believe in index funds being the most sensible investment for most people, but we also have seen the exact scenario that you just described. Should people in our position be catering to that, to that want for more exotic investments? Well, my sense of financial advice is that you, like me, are teachers first and foremost. And so it comes back to the difference between error and want. If your client thinks that, in fact, hedge funds are riskless assets with returns that are fabulous, then you can disabuse them of that notion that you can teach them.

38:49But if they say in one way or another that they want to feel special, then what can you do? You do that, you try to minimize the damage in the same way that if you have a client or a prospect who wants to avoid, say, oil companies in his or her portfolio, you don't really say, look, I'm here to just make you money and then you can do with it whatever you want. You kind of listen to them and you try to find the solution that is consistent with their values, but it is not too expensive, does not damage their wealth more than can be done. Really interesting. So it's kind of like making sure that they understand the tradeoffs and then you can kind of gauge whether it's an error or a want.

39:39Yeah. And again, remember, the issue is well-being. What you're trying to do is maximize the well-being of your clients. And you do that in a gentle way. And you realize that well-being is different for different people. That is, if a friend told you that he has two offers, you know, one that is a job that he's going to hate, but makes a lot of money and one that makes enough and more than enough, but he's going to be happy to get up in the morning and do that work. You're going to say, what are you trying to do with your life? Do you really want a job where you're going to hate it every day just because it pays you more?

40:22And so you see that people come to different conclusions. Some people go to investment companies where they work like dogs and make a ton of money and then, say, retire and live off that. and other people choose to be, say, professors or financial advisors, making more than enough money to live on, but not fabulously wealthy and maximize their well-being this way. We talked about regret earlier. How do you think normal households should deal with currency hedging in their portfolios from the perspective of regret? Yeah, well, you know, that is always the case. So let's say that you invest in foreign markets, foreign stocks.

41:07So the value, your returns in dollars are a function of how much those, say, Japanese stocks have gone up in yen and what happened to the value of the yen relative to the American dollar. Now, generally, those funds do not hedge against currency fluctuations. And that is a good thing. But if you have a situation where the currency fluctuations kind of hurt your returns in dollars, people become sensitive to it. And so it really is an issue less for individual investors and more for institutional investors and lots of institutional investors have gotten into the habit of hedging half of it. So they kind of minimize their regret by having, well, you know, I have a bit of this and a bit of that, and I'm happy about that and sad about that, but it kind of cancels out that kind of psychological mind game that we are all subject to.

42:14So I say forget it, you know, just do it in a cheap way, because if you buy Japanese stocks and then hedge the yen, you'll pay extra for the hedging part. It's not worth doing. Since we know about all these normal but potentially suboptimal behaviors, what should normal investors do with this found knowledge? I think that if investors are educated, and by educated, I don't mean financial literacy in the sense that it is usually measured. That is, do you know about compounding? Do you know that when interest rates go up, the value of bonds goes down? But rather, if you know the science of finance, that is, if you know the facts, if you know, for example, that more often than not, active mutual funds trail index funds, and therefore it is wiser to buy index funds.

43:12And by the way, even if on average, active funds do better than index funds, there's going to be a range. You know, some of them are going to trail the index by a lot and some of them are going to beat it by a lot. But you don't know ahead of time which is going to be. The nice thing about index funds is that you're going to be always in the middle, always mediocre. But I say it's better to be mediocre than to be the GOAT. And so that is what I do. And so if people have true financial literacy, such as I described why index funds are superior, then they're going to make wiser decisions. then they're going to, for example, do dollar cost averaging.

44:02Fine. It's no big deal. Fine. Just divide it into 10 chunks. That's not really a big deal. But if you chase the recent trend and concentrate your portfolio in whatever technology or health or whatever, that I think is less than wise. It sounds like it's another case of the understanding the difference between errors and wants. Yeah, that is right. Yeah. I think there was a clothing store that said, an educated customer is our best customer. Yeah, I like that a lot. Okay. So we've been talking about the behavior of normal investors as opposed to rational ones. I want to move on to portfolio theory.

44:47How is behavioral portfolio theory different from traditional mean variance portfolio theory? Here's a story. I met Harry Markowitz in person almost 30 years ago at the conference. In fact, I told that story because I spoke at the same conference just a month ago. And so when we sat down to lunch, I took the opportunity to sit with Harry Markowitz. And of course, we engaged in a conversation. And I explained to him what behavioral portfolio theory is all about by pointing to the food plate that was in front of him and in front of me. And I said this, mean variance portfolios look at the world from the perspective of the stomach.

45:36That is, they know that the steak and the mashed potatoes and the broccoli, you know, they're just there because they are carrying nutrients and vitamins and so on. So why don't we just put them all in a blender and then suck it in with a straw? You get the same vitamins and nutrients and so on. Now, what I say is that behavioral portfolios are one where you want your steak hot, you want your mashed potatoes hot, you want your beer cold, and so on. And Harry Markowitz understood it immediately. He is a wonderful man. I'm really a very fortunate man to know him. And he understood it perfectly. He understands investors.

46:28And in fact, years later, the two of us, Markowitz and I, and two of our colleagues, wrote a paper that kind of combines mean variance portfolio with behavioral portfolio theory, such that people keep their money in different mental accounts. There's money for retirement. There's money for education. There's money to leave for the kids. And yet you can do that in a way that is efficient, in a way that lies on the efficient frontier. And so this really, again, it all kind of comes back to the issue of well-being that underlies it. That is, how is it that you can help people maximize their well-being?

47:12In fact, I tell a story, kind of apocryphal story, about going to an advisor and he does a Monte Carlo simulation on all my assets and goals. And he says, Mayor, I have a wonderful news for you. You have a 90 percent chance of achieving all your financial goals. And I go home to my wife and I said, I just found that there's a 10 percent chance we're going to live in the street. compare that to if the advisor puts my money in those two buckets one for not being poor one for being rich and now i say to my wife i learned that our retirement is going to be secure we'll have money for car for fixing the roof and all of that and on top of that we have a 20 chance to leave a good chunk of money to the kids it is the same money but it feels differently because it is framed in those mental accounts that correspond to the particular goals I have.

48:14So goal-based investing is really built on behavioral portfolio theory. I've got to say that food analogy was incredible on many levels because I think you can even take it a step further and say that the food in the blender is even a little bit more efficient and maybe the mean-gurrence program. Exactly. Yeah, you can dump it up faster. Yeah, yeah. Those bits of knowledge that you get along the way kind of come back really in an insightful way. When I was a student at the Hebrew University many, many years ago, there was really a footnote in a book by Samuelson, but something that George Stigler, also a Nobel Prize winner, did early on.

48:55And he calculated what is the best diet if you want it to be the least expensive one that satisfies all your nutrition needs. And all you need is kind of five or six evaporated milk and beans. And, of course, you kind of look at it and say, well, it may work for pigs. I would like to have some chocolate from time to time. And so that is, again, you really have to understand people, people like me, people like you. We like to have more than the minimum cost diet. I must say, Mayor, I love your stories. So how does the marketplace portfolio theory get applied to behavioral portfolios? So, you know, kind of coming back to what I just said, that is, if a client comes to you as an advisor, just saying that your overall portfolio, a return of whatever, of 10 % or minus 20%.

49:58In fact, clients, as you know, hate the idea of putting all their money into, say, a global mutual fund. They want to have the equivalent of the steak and the beer and so on, so that you as an advisor can say, well, yes, I know we have lost money on these stocks, but we made money on the international stocks or the large stocks or the value stocks and so on. By having those separate entities, you can kind of in some way comfort investors. Of course, many investors will really zero in on the one that did the worst. And they're going to say, They say you chose for me that stupid investment that went down and you're an advisor, so you should have known that ahead of time and so on.

50:47I know that life of advisors is not perfect either. How would a portfolio optimized for behavioral portfolio theory look through something like the CAPM lens? I don't really know that CAPM enters into it. CAPM is kind of built on mean variance portfolio theory, and it is a very nice and neat model. This is why we kind of, we professors like to present it to our students. But, you know, we've moved away from it. Now we are talking about a three-factor, four-factor, five-factors, God knows what it is. It is really when people say, well, you know, behavioral finance is really nice and I understand the stories and so on, and my husband or wife behaves this way, blah, blah, but it does not have the rigor or the heft of sudden finesse, I say, what are you talking about?

51:46Think about mean variance. Who is actually applying mean variance as mean variance? That is, you put reasonable parameters into an optimizer and it comes back and it says, put 70 % in Russian stocks and the rest in Bitcoin. Whoa, you say, okay, no Russian stocks, so you have a constraint, no Russian stocks, and no more than 3 % in Bitcoin. And then you eventually, with those iterations, you get what you wanted in the first place, but now you can say Nobel Prize winning strategy, blah, blah, blah. What is the asset pricing model of standard finesse? It is no longer the CAPM. It is a mess. It is really, they talk about the factor zoo.

52:33So what I think of as behavioral finesse is that it provides a realistic picture of the world of finance. And then it also provides with it kind of guidance as to how you can increase your well-being the most by knowledge and by guidance of advisors and by the kind of hand-holding. So this is why I describe financial advisors as financial physician. It is not enough that you know the intricacies of covered calls and the stocks, bonds and the rest of it. You really also have to have the kind of bedside manner that physicians have to really increase people's well-being beyond just increasing their wealth.

53:29That was awesome. I want to repeat part of it back and make sure that I interpret it right. The models of standard finance are messy enough that to evaluate a behavioral portfolio and call it suboptimal would almost be irrelevant because the models are so messy anyway. Does that make sense? Yeah, that generally makes sense. Now, there are some things, you know, that is diversification. That is really part of mean variance. But actually, diversification and the benefits of diversification were known before. mean variance and so on that has been with us forever. And so the issue, again, is how to use knowledge for the benefit of investors, clients, students.

54:12And this means knowing not just the facts of finance, you know, that when interest rates go up, the value of bonds go down, but also knowing people. I always tell the story that I heard years ago from one advisor about a couple that came to him and they said, before you start planning for us, you should know that we have a disabled son and we have to arrange for resources for him when we are gone. So every family has its points of pain and a good advisor, like a good physician, finds those points of pain And sometimes people are not saying that, you know, so you really have to be kind of like a physician.

55:04There are some things that are embarrassing that you are embarrassed to disclose even to your physician. But when you have a physician that you trust, you do that and then you create a connection that is more than maximize my return. And the same applies here. So when clients kind of disclose their points of pain, and I say, you know, if it is comfortable for you as an advisor, disclose your own, because then people are going to be open with you. Because if they think that you're perfect and they have this problem, they may not share it. But if you tell them that you are imperfect either, then they will do that.

55:51And also tell them, you know, that is when they come and they say, I'm afraid of the market and all of that. You can begin by saying, I understand that because I too am afraid. Here is what I do. That is the knowledge I have is what I have that you don't have. And my service to you is imparting that knowledge. Interesting. You mentioned factors. How does behavioral theory interpret the return premiums that come from these factors like size and value? Initially, when Fama and French introduced their three-factor model, they said that size and book-to-market are, in fact, proxies for risk. Well, there have been many papers that looked at it and they said, no, it cannot really be proxies for risk.

56:38Kershefren and I wrote a paper where we made the point, argued that they are really proxies for people's want. And so growth stocks are more prestigious. You know, they're likely to have a Tesla and they're likely to have Facebook and they're likely to have all of that rather than General Motors and Ford and so on that are in the value category. And so people prefer, say, large stocks, gross stocks, because of the same reason that some people prefer a Lexus to a Toyota. That is still likely the case. But you also see that value and size have been dogs for two decades now. And so I wouldn't put a lot of stock in that either.

57:33and I'm kind of more inclined to think that there's just too much randomness in it. And by the time you find that there's a particular factor that works, distinguishes high returns from low returns, this is just the time when it stops working. And this is why I really don't have much of a tilt in any direction. Now, I do have a growth fund and a value fund, you know, index funds, But now it is kind of for historical reasons because the growth fund has a lot of capital gains that I don't want to realize. And by having roughly the same amount of growth and value, I have in fact the equivalent of a total market portfolio.

58:18Very interesting to hear about your portfolio. How do you think that the typical risk profile questionnaires that financial advisors use can be adapted to improve the behavioral dimension of decisions that we've been talking about? Well, there are many questionnaires, as you surely know, and some of them kind of claim that they are built on whatever scientific principles. Some of them actually have questions that are not about risk, but they are relevant. For example, they will ask you about, say, they'll tell you a story. Here's a company where you've lost a good chunk of money on their stock, but now they've been reorganized and they have new management and so on, would you invest in it?

59:02Well, this really is a question not about risk, but rather of regret. That is, this is a case where that dog bit you, and now they're telling you that it is a well-behaved dog. Are you going to trust it or not? You remember the pain of that bite is still with you and all of that. Then there are questions like you feel confident in your ability to choose stocks. Well, this is about overconfidence and people who are overconfident are willing to choose risky stuff. Of course, they're going to scream when it goes down, but that is what they do now when they answer the questionnaire. So I don't really put much trust in these.

59:42I think that advisors use them mostly to cover the rear end if the client sued. But having a conversation with a client that highlights those issues of hindsight and framing and regret and risk, that is valuable. And you can do that with a questionnaire or I think better yet, do it as a conversation with clients to really fit their portfolio to who they are and what they want to do. You've mentioned the role of financial advisors quite a few times. what role do you think they should play in correcting behavioral errors of clients? Well, as I said, advisors are like me. You know, they are educators first and foremost.

1:00:30And so it is really important for them. I was asked, should they explain those cognitive shortcuts and errors? I say, of course they should. It's not like a physician who knows that a patient has cancer and he says, no, no, no, this is just a slight pain in your stomach. You really have to be mindful, of course, do it gently. So for example, hindsight, you know, I always say, always begin by admitting that that is an error that is known to you as well. You're not smarter than your client. You just know more. And so let me explain to you how hindsight is working, how framing is working, how overconfidence is working, and so on.

1:01:14That really is a big part of what advisors do. Now, how much do you bend to your clients? Well, as I said, you know, if somebody comes and says, I want to be socially responsible, and this is what it means to me, an answer that, you know, I'm here to make you money, and then you can do what you want, tells that prospect, this fellow does not really listen to me. He doesn't care about me. He has one solution that he's going to shove down my throat. I actually use this analogy a lot. And I say, imagine that it's an Orthodox Jew who is facing you. And you say, listen, pork tastes pretty good, costs less than kosher beef.

1:01:57Why don't you buy and eat pork and donate the savings to your synagogue? Everybody understand that that is ridiculous. And to somebody who feels that having oil stocks in his portfolio feels like pork in the mouth of an orthodox man, then avoid these. But if you think that you are doing good to the world by avoiding oil stocks, then an advisor should explain that that is simply not true. And that may take more than a few minutes to explain how markets work and why you do no good by excluding oil from your particular portfolio. I have great admiration for conscientious advisors. They really have a hard job.

1:02:45I, as a teacher, I really try to educate all my students, every one of them. But sometimes there is somebody who says, you know, I didn't really learn anything or something like that. It really is very painful. But I still get paid by the university, not by that student. And of course, advisors, you know, if they don't satisfy a client, the client leaves and there's no more revenue from that client. And so you are in a more difficult situation than I am. And so I describe your work as being sacred work, kind of like a priest or minister or rabbi, because you are responsible for their financial well-being and ultimately life well-being.

1:03:37Are there other ways that financial advisors like us can use behavioral finance principles to improve our client outcomes? Well, I don't know that I have much to add beyond that. I think that, again, if advisors know that what they are trying to do for the client is enhance their well-being, then they're going to educate them on financial instruments, financial markets, the kinds of wants and cognitive errors and emotional errors and so on, then be patient. If I explain something and I see in the eyes of my students that they didn't get it, I don't say my students are stupid. I say I didn't explain it well.

1:04:22So let me see if I can explain it better. And if you explain to a client that it's not a good idea to let fear cause you to get rid of all the stocks in your portfolio, and you think that you just did it, and then comes another dip in the market, then the client is calling you again with the same story, just be patient. Explain it again. Don't say, didn't we just talk about it? Why do you bother me with a question that I already answered? Just be gentle, because people are vulnerable. And because, again, good advisors, good financial advisors are good financial physicians, good at both knowledge of the facts of finance and how to convey them to their clients.

1:05:10What do you think puts financial advisors in a position to give well-being advice? Because, like, they're not a therapist, they're financial advisors. Yeah, well, I think that there's just a need for advisors to change their view of who they are. I spoke at a CFA, it might have been the one that you attended, a CFA Institute on Wealth Management. I remember that Charlie Henneman, who used to organize those conferences, we talked about it because CFAs are resentful of CFPs because they say, we, with our education, we know a whole lot more about hedge funds and about strategies and so on. Why is it that people actually prefer CFPs to us?

1:06:02And the answer is that CFPs at least learn something about behavioral finance and they learn something about how it is that you can help people knowing people's proclivities and so on, how you can use behavioral finance, in fact, to help them. Now, the CFA degree, of course, includes behavioral finance as a component, but still, some financial advisors behave as if what they really would like to do is to manage a hedge fund. And now they have to deal with those stupid individual investors. And that, of course, rubs on clients, you know, and they don't like it. So what you need really is less of those geniuses at investments and more at good people who can manage investors.

1:06:54know enough about investments, but then know how to help investors. And so I say, I mean, I know generally about hedge funds, but I don't know the intricacies of hedge funds. Do I need to know that? No, I don't, you know, any more than I need to know exactly how my car goes from engine to transmission and to the wheels. I just know that somehow I turn on the engine and I go. And the same applies to advisors. So advisors need a different kinds, different set of skills. And by the way, those technical skills, robo-advisors do them at much, much lower costs. You know, realizing losses, they do that, harvesting losses, they construct portfolios, they do those questionnaires, and so on.

1:07:46So if you think that you're competing pie chart against pie chart, you're going to lose. The thing that binds clients to you is the thing that binds patients to physicians. Yeah, I totally agree with you. I asked the question because I could imagine listeners wondering the same thing, but you absolutely delivered an excellent answer. We've got two more questions for you, Mare. On the topic that we were just talking about, do you think that financial advisors should be pursuing education beyond reading your papers that aligns with becoming well-being advisors? Well, education is a wonderful thing.

1:08:24I, for example, subscribe to SSRN.com, and I think that it is reasonably free. And I just delight in reading abstracts of new papers as they come. and they kind of say, wow, this really is fascinating and this really expands my knowledge and this relates to something that I already know. And I think that advisors can do that. Now, most of the papers are of no interest. You know, I just scan them and I shove them aside. But there's more than one gem per day that I find and I keep a list of those abstracts and so on. I think that advisors would do well to subscribe to this and read it. And so there's a need to kind of learn in an efficient way.

1:09:15You know, you don't have to read the entire paper. Most of the times an abstract gives you all you need and it is much faster. Final question, Mayor. How do you define success in your life? Well, I think that success is well-being. I know that I am a successful man now because my well-being is much higher than it used to be. I know that I have enough money such that I can spend comfortably. I can treat others to dinner and so on. And either because I've reached my aspirations or because I've tempted down my aspirations sufficiently, that I just let things slide. You know, sure, lots of people have more money than me.

1:10:07And lots of people publish more papers than I did and wrote more books and so on. But I'm really happy with what I have. And more than that, I am happy in my ability to help other people, of course, students in the classroom and readers of my books and articles, but also people who simply have less and have lower well-being. And so we contribute. My wife and I contribute a good deal of money to charity, to people who need help. We established an endowment at Santa Clara University to help members of the faculty do their research and teaching and not worry about whether they're going to have enough funds for it.

1:10:57I just let things slide. There is this joke about the tombstone that says, published but perished anyway. And I say, you know, like all good jokes, it is funny because there is a grain of truth in it. I say, really quoting a friend of mine, 10 years after I'm gone, only my children will remember me. Well, maybe a student or two, I hope more. But I kind of know the difference between what really matters and what does not. And I focus on those things that enhance my well-being. What a beautiful cap to an incredible conversation. Mayor, we're so appreciative of you joining us. Thank you so much. Thank you.

1:11:42I'm delighted to speak with the two of you, and I look forward to being in touch again. Thanks, Mayor.

1:11:55Thank you.

From the publisher

Behavioural finance provides a realistic and comprehensive framework for understanding financial markets and decision-making. Incorporating insights from psychology, it enhances our understanding of investor behaviour, market dynamics, and risk management, leading to more effective investment strategies and improved financial outcomes. In this episode, Professor Meir Statman, a renowned expert in finance and behavioural finance, takes us on a captivating journey through the intriguing world of maximizing well-being through finance. Professor Statman is a distinguished financial expert and a leading authority in the field of behavioural finance. His groundbreaking research has shaped the understanding of investor behaviour and its impact on financial decision-making. Through his academic contributions and practical insights, Professor Statman has become a trusted guide in navigating the complex intersection of finance and human behaviour. In our conversation, he unravels the secrets of maximizing well-being through finance and the intricacies of the field. We explore the captivating world of behavioural finance and its connection to efficient markets, the distinction between normal and rational investors, the allure of lottery-like assets, and the downsides of consuming dividends. We unpack the aversion to realizing losses and the debate between dollar-cost averaging and lump-sum investing. We delve into the rising popularity of alternative investment strategies, the influence of status on rational investor behaviour, the role of financial advisors, and much more. Tune in for this enlightening conversation that will not only reshape your understanding of finance but human behaviour too.

 

Key Points From This Episode:

 

  • Defining what behavioural finance is and how it relates to efficient markets. (0:04:37)
  • How traditional financial economists responded to Professor Statman's early behavioural work and the current state of behavioural finance research. (0:06:12)
  • The various generations of behavioural finance and how they differ. (0:08:51)
  • Differences between a normal investor and a rational one. (0:13:10)
  • What investors really want and why normal investors like lottery-like assets. (0:15:48)
  • Reasons normal investors have a preference for cash dividends. (0:20:17)
  • Downsides of consuming dividends and not capital. (0:22:09)
  • Unpacking why normal investors are averse to realizing losses. (0:25:40)
  • Dollar-cost averaging versus lump sum investing. (0:27:57)
  • The popularity of alternative investment strategies to normal investors. (0:31:13)
  • Insights about the difference between an error and what a person wants. (0:34:49)
  • The influence of status on rational investor behaviour and whether financial advisors should cater for elevating status. (0:36:37)
  • Currency hedging, regret, the value of financial literacy, and the distinction between behavioural portfolio theory and traditional mean-variance portfolio theory. (0:40:50)
  • Applying the market's portfolio theory to behavioural portfolio theory. (0:49:36)
  • Exploring theories through a CAPM lens and behavioural theory's interpretation of return premiums from factors like size and value. (0:50:51)
  • The role of financial advisors in correcting behavioural errors of clients. (1:00:16)
  • Professor Statman's definition of success. (1:09:25)

 

Participate in our Community Discussion about this Episode:

https://community.rationalreminder.ca/t/episode-258-prof-meir-statman-financial-decisions-for-normal-people-discussion-thread/23934

 

Book From Today's Episode:

Behavioral Finance: The Second Generation — https://amzn.to/3qR7AmM

 

Links From Today's Episode:

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Join the Community — https://community.rationalreminder.ca/

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Benjamin on Twitter — https://twitter.com/benjaminwfelix

Cameron on Twitter — https://twitter.com/CameronPassmore

Prof. Meir Statman on Twitter — https://twitter.com/meirstatman

Prof. Meir Statman — https://www.scu.edu/business/finance/faculty/statman/

'Behavioral Efficient Markets' — http://doi.org/10.3905/jpm.2018.44.3.076

'What Is Behavioral Finance?' — https://www.cfainstitute.org/-/media/documents/book/rf-publication/2019/behavioral-finance-the-second-generation.pdf

'Behavioral Finance: The Second Generation' — https://www.cfainstitute.org/-/media/documents/book/rf-publication/2019/behavioral-finance-the-second-generation.pdf

What Investors Really Want — http://doi.org/10.2469/faj.v66.n2.5

Explaining investor preference for cash dividends — http://doi.org/10.1016/0304-405x(84)90025-4

The Disposition to Sell Winners Too Early and Ride Losers Too Long: Theory and Evidence — https://doi.org/10.1111/j.1540-6261.1985.tb05002.x

A Behavioral Framework for Dollar-Cost Averaging — http://doi.org/10.3905/jpm.1995.409537

Behavioral Aspects of the Design and Marketing of Financial Products — http://doi.org/10.2307/3665864

Options and structured products in behavioral portfolios — http://doi.org/10.1016/j.jedc.2012.07.004

Lottery Players/Stock Traders — http://doi.org/10.2469/faj.v58.n1.2506

Hedging Currencies with Hindsight and Regret — http://doi.org/10.3905/joi.2005.517170

Behavioral Portfolio Theory — http://doi.org/10.2307/2676187

Portfolio Optimization with Mental Accounts — https://www.cambridge.org/core/services/aop-cambridge-core/content/view/4B23CFB326982C52014A1BA447FA9244/S0022109010000141a.pdf/portfolio-optimization-with-mental-accounts.pdf

Making Sense of Beta, Size, and Book-to-Market — http://doi.org/10.3905/jpm.1995.409506

Affect in a Behavioral Asset-Pricing Model — http://doi.org/10.2469/faj.v64.n2.8

From Financial Advisers to Well-Being Advisers; Well-Being Advisers — http://doi.org/10.3905/jwm.2023.1.202

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