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posted by Fnord666 on Tuesday May 19 2020, @05:46AM   Printer-friendly
from the do-you-feel-lucky? dept.

[20200519_114228 UTC: Updated to remove possible loss as my perceived implication of the original question.--martyb]

If you were given $1,000 to play a game, would you accept a 50 percent chance to double your money or a 100 percent guarantee of gaining an additional $500?

Implied in the question was that a 50% chance to double the $1,000 was also a 50% chance to lose all of the $1,000. Put that way, I'd take the 100% guarantee of gaining $500 more. Hmm. But why did I make that choice? What if I started with just $10? Or even $1? Would I choose differently? What if I started with $100,000 or even $1,000,000? Then what would my choice be — and why?

That opening question was one of 17 hypotheticals posed when attempting to replicate 1979 foundational research on loss aversion and prospect theory.

Global Study Confirms Influential Theory Behind Loss Aversion:

A new global study offers a powerful confirmation of one of the most influential frameworks in all of behavioral sciences and behavioral economics: prospect theory, which when introduced in 1979 led to a sea change in understanding the irrational and paradoxical ways individuals make decisions and interpret risk with major impacts for science, policy, and industry. Led by a Columbia University Mailman School of Public Health researcher, the new study in 19 countries and 13 languages replicates the original study that provided the empirical basis for prospect theory. Results appear in Nature Human Behaviour.

Developed by Nobel Prize winner Daniel Kahneman and Amos Tversky, prospect theory has been called the most influential theoretical framework in all of the social sciences and popularized the concept of loss aversion, which says that people prefer small guaranteed outcomes over larger risky outcomes. The 1979 paper that launched the theory is today the most cited paper in economics and is among the most cited in psychological science.

The new study led by Kai Ruggeri, PhD, assistant professor of health policy and management, is a robust test of prospect theory at a scale commensurate with its impact—and the first to test the theory in so many countries, languages, currencies, and to focus on the generalizability of the theory. Ruggeri and colleagues used nearly identical methods to those in the original study, modifying them only to make currency values relevant for a 2019 sample within each country. [...] In all, 4,098 respondents who completed all the questions were included in the final analysis.

Results of 1979 study—now confirmed in the new global study—gave rise to prospect theory and upended orthodoxies around rational choices. Among the original study's findings: people tend to be risk-seeking when maximizing gains, but risk-averse when minimizing losses; our preferences may change depending on how they are rendered sequentially; and we tend to overweight small probabilities.

The researchers found that Kahneman and Tversky's 1979 empirical foundation for proposing prospect theory broadly replicates in all the countries they studied: they report a 90 percent replication in areas directly testing the theoretical contrasts at the heart of prospect theory.

Journal Reference:
Kai Ruggeri, Sonia Alí, Mari Louise Berge, et al. Replicating patterns of prospect theory for decision under risk, Nature Human Behaviour (DOI: 10.1038/s41562-020-0886-x)


Original Submission

 
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  • (Score: 2) by Immerman on Wednesday May 20 2020, @03:41PM (1 child)

    by Immerman (3985) on Wednesday May 20 2020, @03:41PM (#996934)

    What you're ignoring, is that you haven't only lost the money today, but *also* all the money that that lost money would have compounded into.

    If you're counting a $100 win today as winning the $300 it will eventually grow in to, then you *also* need to count a $100 loss as losing the $300 that it would have eventually grown into.

    It's still worth taking higher risks when you're young, just not for those reasons. If you're doing it right the higher risk gambles will have a higher expected (probability-adjusted) return on investment, and it makes good financial sense to take that gamble for as long as losing doesn't carry any serious externalized risks. Making lower risk investments as you age is a concession to the fact that the externalized risks of losing increase as you get closer to needing to cash out.

    If you're *not* doing it right - e.g. you're making riskier investments whose probability-adjusted expected return on investment isn't higher than the lower-risk investments... then I would be suspicious of the advisor suggesting such a thing. Either they're incompetent, drinking the kool-aid, or intentionally misleading you for their own profit. They are after all in a position to win when you win, and walk away when you lose.

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  • (Score: 2) by The Mighty Buzzard on Wednesday May 20 2020, @11:43PM

    See, there's a couple fundamental misconceptions you seem to have about gambling of any sort. And rest assured playing the markets is gambling. You're just betting on the competence of people rather than horses. First, you never count on winning. Second, you never use money that's going to hurt if you lose it all.

    --
    My rights don't end where your fear begins.