The "mere token" effect
Feb. 3rd, 2009 01:06 pmHappened across a fascinating new cognitive bias today: the "mere token" effect. In summary:
It's worth noting that hyperbolic discounting with intertemporal bargaining, the model presented in "Breakdown of Will" that I've enthused about before, completely fails to predict this phenomenon.
Scope Insensitivity and the "Mere Token" Effect, Oleg Urminsky, 2006.
Update: I've edited the second point above: it used to read "If you give them $50, and then present them with the same choice, they make roughly the same decision". This gives the misleading impression that there's some difference in substance between the second and third points, which resulted in some discussions below. I hope that with the new phrasing, it's clear that there is no real difference at all between the second and third scenario; it is exactly the same choice phrased in two different ways. Updated: trying yet again with phrasing of the second choice.
- If you offer people a choice between $300 in a week or $900 in a year, 62% of respondents choose the $300 in a week.
- If you tell them that, immediately after they choose, you're going to give them $50, and then present them with the same choice, they make roughly the same decision.
- If you offer them a choice between $50 now and $300 in a week, or $50 now and $900 in a year, suddenly 52% of respondents choose the $900 in a year option.
It's worth noting that hyperbolic discounting with intertemporal bargaining, the model presented in "Breakdown of Will" that I've enthused about before, completely fails to predict this phenomenon.
Scope Insensitivity and the "Mere Token" Effect, Oleg Urminsky, 2006.
Update: I've edited the second point above: it used to read "If you give them $50, and then present them with the same choice, they make roughly the same decision". This gives the misleading impression that there's some difference in substance between the second and third points, which resulted in some discussions below. I hope that with the new phrasing, it's clear that there is no real difference at all between the second and third scenario; it is exactly the same choice phrased in two different ways. Updated: trying yet again with phrasing of the second choice.
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Date: 2009-02-03 01:18 pm (UTC)no subject
Date: 2009-02-03 01:23 pm (UTC)And then charge you $800 for the service :).
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Date: 2009-02-03 02:50 pm (UTC)Probably a different effect: I remember reading a web article years ago that explained why some watch manufacturer made three models of a particular watch. I can't find the article or remember the details but it went along the lines of: if they made two versions, the cheap $10 watch and the expensive $30 watch, most people buy the cheap one. If they introduce a $100 watch and change nothing else, the exact same group of people will now choose the $30 watch.
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Date: 2009-02-03 03:49 pm (UTC)(1) You ask them to choose $300 in a week or $900 in a year.
(2) You give them $50, then ask them to choose $300 in a week or $900 in a year.
(3) You ask them to choose $50 now and $300 in a week, or $50 now and $900 in a year.
So basically, giving them something now has no effect, but offering them the choice of something now does?
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Date: 2009-02-03 04:17 pm (UTC)(no subject)
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Date: 2009-02-03 04:51 pm (UTC)Suppose option 2 says "You get $50 now, and also you can choose $300 in a week or $900 in a year", and option 3 says "You get $50 now and $300 in a week, or $50 now and $900 in a year". Someone who wasn't listening properly for the first four words of each would naturally treat option 2 exactly like option 1, but would treat option 3 very differently and might easily consider that money right now trumps money in a week in addition to the extra $600 a year later.
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Date: 2009-02-03 05:52 pm (UTC)Scenario One. Take the $300, I can't really explain but the idea of having to wait a year means I'm less likely to trust the other person to pay the $900
Scenario Two & Three. Slightly more inclined to go for the $900 but still worried about the year waiting for it, can't explain why though.
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Date: 2009-02-03 07:58 pm (UTC)no subject
Date: 2009-02-03 10:21 pm (UTC)So to my question, what is a useful explanation of this phenomenon? There can be no explanation by logic as in order to apply logic you have to convert option 2 & 3 into identical propositions which leaves you dry. I have discussed above an explanation by analogy. My view is that usually human beings base decision making of this type on heuristics not logic - they try to think of outcomes of similar choices that have been offered to them in the past. You can play around with defining your offer in way that looks like one that was a good bet in the past versus one that has looked like a bad bet in the past. You can play around with the concreteness and the abstractness of the offer (money versus points). The common human strategy while definitely irrational seems to be a somewhat successful option evolutionarily so far which is probably the most you can say. I'd guess that the strictly logical approach to such questions might have flaws too. There'd probably be too many pieces of information to take into account to fully assess the value of $300 now versus $900 later and in order to avoid stasis you just have to break the loop - the precise phrasing of the offer leads to the average human breaking the loop one way or the other. I bet if it was £300 now versus £1m at the end of the year - logical behaviour would reassert. Anyway I've gone on way long - anyone else want a go?
no subject
Date: 2009-02-04 11:41 am (UTC)Yet another cognitive bias to watch out for. I like to think I'm relatively good at this sort of thing. My personal preference for deferred gratification options sometimes errs on the too-strong/time-discount-too-low side, which is unusual. (I've been known to save treats long past their edibility dates, and not particularly regretted it.) But nevertheless - I strongly suspect I'm somewhat prone to this when making snap judgements under pressure. And so I'll be trying to bear this one in mind, along with all the others I'm aware of ... adding to the risk of cognitive overload, making me more prone to errors of judgement. Whereas people seeking to exploit this in offers have the time to consider (and can pick just one).
Actually, though, those who do seek to exploit that sort of flaw (whether legit sales staff or scam artists) tend not to restrict themselves to a single strategy, and spotting any such tactics tends to be a red flag for me, and once I'm actively suspicious I'm very hard to convince.
'Frinstance, I can't see how I'm ever going to get my fogged double glazing panels replaced, since it requires interacting with double glazing sales people, and I've yet to meet ones who don't scream "Run away! Do not buy!" to me. It's life-limitingly foolish to invite known vampires in to your home ... but what if vampires are the only ones who can fix your windows?
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Date: 2009-02-04 11:50 am (UTC)That's only 14% of people changing their minds - it looks like it could well be significant, but it's clearly not as universal/strong a phenomenon as some others. Including the base effect of dramatic discount rates of which the 'mere token' effect is a modulation.
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Date: 2009-02-04 01:12 pm (UTC)Second: I get $50 now, and then get to chose between $300 and $500.
Third: I get to chose between $50, $300 and $500.
... which seem completely different, and I can't seem to read em any other way. Like I said, probably me being a dumb.
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Date: 2009-02-04 09:11 pm (UTC)My guess is that, in more serious and controlled situations the same people would apply a more reasonable depreciation, like *0.8 a year or better. It seems that the "small amount of money now" fixes this for the casual situation of the experiment. It's not clear to me if the monery really suppresses a bias (skewed valuation) or if it addresses a straightforward issue of trust that otherwise confounds the experiment. I would certainly doubt whether I'd see the 1-week or 1-year payments, and fifty-one weeks less of doubt is valuable.
Another possible confounding factor is the "closed world" formulation of the experiment. In a closed world, "broke now" is really bad but "money in my pocket" may be comfortable enough to allow me to wait for the better pay-off in a year. I might be broke again next week, but who cares.
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