How Your Personality Can Affect Your Portfolio
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How Your Personality Can Affect Your Portfolio

Neuroticism and openness, in particular, are closely linked to investors’ willingness to buy stocks

By LISA WARD
Mon, May 22, 2023 8:53amGrey Clock 3 min

Can certain personality traits explain investors’ risk tolerance and investment decisions?

A forthcoming paper suggests it might. Specifically, the authors found that two personality traits—neuroticism and openness—significantly affect how investors perceive the economy, financial markets and their likelihood to buy stocks or stock funds, with those who are less neurotic and more open tending to have a higher allocation to equities.

While the authors primarily studied investors in the U.S., they also identified similar patterns among investors in Germany, Australia and China.

The Wall Street Journal spoke with two of the paper’s co-authors, Hongjun Yan, a professor of finance at DePaul University’s Driehaus College of Business, and Cameron Peng, an assistant professor of finance at the London School of Economics, about their findings. Zhengyang Jiang, an associate professor of finance at Northwestern University’s Kellogg School of Management, is the paper’s other co-author.

Here are edited excerpts of the conversation.

WSJ: How can psychology theories help to explain investor behaviour?

YAN: Investors often have very different portfolios. Traditionally, economists focus on risk aversion and market expectations, but in this paper we argue that well-known personality traits—extroversion, agreeableness, openness, conscientiousness and neuroticism—provide a new dimension to explain investors’ choices.

In the Winnie-the-Pooh stories, Tigger is always excited and optimistic while Eeyore is always down and pessimistic. You might expect their investment portfolios to look very different and reflect their overall outlook.

WSJ:How did you study this topic?

PENG: We collaborated with the American Association of Individual Investors, administering a survey to over 3,000 of its members. We collected information on their personality traits, market expectations, and investment decisions. The AAII sample is predominantly wealthy, white, older men. And when they make investment decisions, they are usually quite big, involving hundreds of thousands or even millions of dollars. Their actions can have a real impact on the market.

WSJ:What did you find?

YAN: We found that neuroticism and openness are correlated with investors’ beliefs about the market and their likelihood to buy equities. We were surprised that agreeableness wasn’t important when it comes to investment beliefs or decisions since other researchers have found that agreeableness tends to be correlated with other economic outcomes, like success in negotiating wages.

WSJ: How does neuroticism affect investors’ decisions?

YAN: Someone who is more neurotic has a very different outlook than someone who is not in terms of stock-market expectation. For example, an investor ranking in the middle of the [neurotic] scale might expect an annual stock-market premium of about 6%. But investors at the top of the scale are likely to only expect a 4% stock-market premium, while investors at the bottom of the neuroticism scale are likely to expect an 8% stock-market premium.

PENG: Neuroticism also affected how respondents invested their money in their actual accounts. More neurotic investors were less likely to own equities. Very neurotic investors invested about 56% of their portfolio in equities, while investors who weren’t neurotic invested about 64% of their portfolio in equities.

WSJ:How does openness affect investors’ decisions?

PENG: Investors ranking high for openness were more likely to entertain the possibility of extreme events, like a market crash or a run—really any scenario when the market goes up or down by more than 20%.

Investors who were very open were somewhat more likely to take risks by buying equities. Specifically, investors who were the most open were 3 percentage points more likely to own more equities than investors who weren’t. They had about 62% of their portfolio in equities, while investors who were less open had about 59% of their portfolio in equities.

WSJ: What did you find when you looked at data from other countries?

YAN: We find that neuroticism and openness affect market perceptions and decisions fairly consistently across different data sets. That’s quite remarkable considering the culture and investing environment in each country is very different.

WSJ:What are the study’s implications?

YAN: Personality traits may shape investors’ decisions in ways that many economists have yet to seriously consider. Our research, for instance, also suggests more extroverted and more neurotic investors’ investment choices could be highly influenced by social interactions, or what their friends or colleagues are doing. That insight goes beyond economists’ traditional framework, which focuses on risk tolerance and market expectations, and could help researchers better explain investor behaviour.

PENG: Large asset-management firms or financial planners could spend time getting to know their clients’ personalities and use those insights when they make investment recommendations. Maybe they could encourage investors who tend to be neurotic to be a little less pessimistic.



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Lost for decades, an acoustic guitar John Lennon used at the height of the Beatles’ fame is going up for auction after being found in the attic of a home in the British countryside.

The 1965 Framus Hootenanny is arguably one of the most historically important guitars in the history of the Beatles, and was used on some of the group’s classic songs and played by Lennon in the movie Help! , released the same year.

The 12-string acoustic guitar will headline Julien’s Auctions Music Icons event on May 29 and 30 at the Hard Rock Cafe in New York, the auction house announced Tuesday morning in London.

Darren Julien, the firm’s co-founder and executive director, expects the Framus to exceed its presale estimate of between US$600,000 and US$800,000 and says it could set a new record for the highest-selling Beatles guitar, a record his auction house set nearly a decade ago.

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Rupert Hitchcox/Julien’s auctions

“Julien’s sold a John Lennon [Gibson J-160E] guitar in 2015 for US$2.4 million, and because this, historically speaking, is a more significant guitar, our expectation is that this guitar—played by John Lennon and George Harrison on the Help! album and other recordings—will be in the top five most expensive guitars ever sold at auction,” Julien says. “It’s likely the last chance for someone to buy and personally own an iconic John Lennon/George Harrison guitar.”

While equating its discovery to that of a “lost Rembrandt or Picasso,” Julien believes this is the greatest find of a Beatles guitar since Paul McCartney ’s lost 1961 Höfner bass, which was returned to him in February after it had been stolen in 1972.

The rediscovered Framus was famously seen in the 1965 film Help! , and was used in recording sessions for classics such as “You’ve Got To Hide Your Love Away,” “It’s Only Love” and “I’ve Just Seen A Face.” It was also played by George Harrison on the rhythm track for “Norwegian Wood” on the 1966 album Rubber Soul .

According to the auction house, by the late-1960s the guitar was in the possession of Gordon Waller of the British pop duo Peter & Gordon, who later gave it to their road managers. The instrument was recently discovered in an attic in rural Britain  where it sat forgotten and unplayed for more than 50 years. After finding the guitar in the midst of a move, the homeowners contacted Julien’s.

Along with co-founder Martin Nolan, Julien traveled to the U.K. and immediately recognised that it was the storied Help! guitar. While on the premises, they also discovered the original guitar case in the trash and rescued it. It’s an Australian-made Maton case that can be seen in photos taken of The Beatles in 1965  The sale of the guitar is accompanied by the case and a copy of the book The Beatles: Photographs From The Set of Help by Emilo Lari.

In addition to Lennon’s acoustic Gibson J-160E—which fetched three times its presale estimate—Julien’s has broken multiple Beatles records, including Ringo Starr’s Ludwig drum kit (which sold for US$2.2 million), the drumhead played on the Ed Sullivan Show (US$2.2 million), and a personal copy of the White Album , (US$790,000), all of which sold in 2015.

Julien’s also holds the record for the world’s most expensive guitar ever sold at auction: Kurt Cobain’s MTV Unplugged 1959 Martin D-18E acoustic electric guitar, which sold in 2020 for US$6 million.

More than 1,000 pieces of music memorabilia will also be part of the auction, including items used by the likes of AC/DC, Nirvana, Guns N’ Roses, Judas Priest, Heart, Queen, and Tupac Shakur.

Sartorial highlights include custom dresses worn by Tina Turner (Versace) and Amy Winehouse (Fendi), both of which are expected to sell for between US$4,000 and $6,000, and Michael Jackson’s stage-worn “Billie Jean” jacket from 1984’s Victory Tour (presale estimate: US$80,000 to $100,000).

Bidders will have the chance to buy items benefitting a pair of U.K. charities. Several collectibles from The Who and other British musicians will be sold to benefit the Teenage Cancer Trust, and an assortment of memorabilia—ranging from a Stella McCartney dress worn by Helen Mirren and an Armani jacket stage-worn by Phil Collins to artwork created and signed by Pierce Brosnan—will be offered to help fund the King’s Trust.

Rounding out the two-day auction is Randy Bachman’s collection of more than 200 museum-quality guitars. Known for his role in The Guess Who and Bachman-Turner Overdrive, the Canadian rock star used the instruments on hits such as “These Eyes,” “Takin’ Care of Business,” “You Ain’t Seen Nothin’ Yet,” and “American Woman.”

The public can view the Help! guitar and other auction highlights at Hard Rock Cafes in London (April 23-29) and New York City (May 22-28).

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