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A study conducted by margo wilson and martin daly from mcmaster university, investigating how the attractiveness of opposite-sex faces or cars influences discounting rates in men and women. The researchers hypothesized that attractive stimuli would induce a 'mating opportunity mindset', leading to increased present-oriented discounting.
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Department of Psychology, McMaster University, Hamilton, Ontario L8S 4K1, Canada
Recd 22.10.03; Accptd 29.10.03; Published online 12.12.
Organisms ‘discount the future’ when they value imminent goods over future goods. Optimal dis- counting varies: selection should favour allocations of effort that effectively discount the future relatively steeply in response to cues promising relatively good returns on present efforts. However, research on human discounting has hitherto focused on stable individual differences rather than situational effects. In two experiments, discounting was assessed on the basis of choices between a smaller sum of money tomorrow and a larger sum at a later date, both before and after subjects rated the ‘appeal’ of 12 photographs. In experiment 1, men and women saw either attractive or unattractive opposite-sex faces; in experiment 2, participants saw more or less appealing cars. As predicted, discounting increased significantly in men who viewed attractive women, but not in men who viewed unattractive women or women who viewed men; viewing cars produced a different pattern of results.
Keywords: future discounting; sex differences; sexual selection; attractiveness
1. INTRODUCTION Present goods are preferred over future goods, both because deferred benefits may be lost altogether and because earlier reproduction generally yields a higher intrinsic rate of increase than later reproduction. The rate at which future goods are devalued with delay indexes ‘impatience’ or ‘future discounting’. Optimal discounting depends on how quickly expected future utility or fitness declines. For example, the optimal discount rate varies with extrinsic mortality risk (Williams 1957). Facultative responses to cues predicting the future are often effectively equivalent to adaptive adjustment of dis- count rates. For example, worker bees assume more dangerous foraging activities both as their wings wear and in response to infections that reduce their expected life- span (Woyciechowski & Kozlowski 1998). Response to cues of rising mortality risk or temporal foreclosure may also be manifest as thresholds change. For example, female wasps ( Leptopilina heterotoma ) accept a wider range of oviposition sites in response to such cues (Roitberg et al. 1992, 1993), and male scorpionflies ( Panorpa cognat e) court females of lower quality as the season progresses (Engqvist & Sauer 2002). For similar reasons, cues promising relatively good returns on present efforts should inspire allocations of
Proc. R. Soc. Lond. B (Suppl.) 271 , S177–S179 (2004) S177 2003 The Royal Society DOI 10.1098/rsbl.2003.
effort that effectively discount the future relatively steeply. If the availability of courtship-worthy targets inspires an escalation of present mating effort, for example, this must typically be achieved at the expense of future efforts. This line of reasoning inspired the study reported here: will stimuli chosen to induce a ‘mating opportunity mindset’ engender steeper discounting in a standard laboratory measure of personal discount rates? Human discounting is typically assessed by offering real or hypothetical choices between different monetary sums after different delays (e.g. Frederick et al. 2002). Such research has not been greatly influenced by evolutionary theories of life-history trade-offs. Instead, researchers usu- ally compare discount rates between types of people, not situations, implicitly treating ‘impatience’ as a relatively stable personality attribute (but see Laibson 2001). For example, heroin addicts have been found to have higher discount rates than controls (Kirby et al. 1999). However, even in this research, there is some evidence that discount rates vary facultatively; for example, addicts’ discount rates increase with delay since their last injection (Giordano et al. 2002). A sex difference in discounting is predictable. Because men have always had some chance of gaining fitness from short-term expenditures of mating effort, whereas success- ful reproduction typically requires more prolonged par- ental investment by women, men should have evolved to discount the future more steeply than women, and sex dif- ferences in age-specific mortality confirm this expectation (e.g. Arias 2002). Men also have higher discount rates than women in choices of monetary rewards (Kirby & Marakovic 1996). We hypothesized that inducing a ‘mating opportunity’ mindset by presenting pictures of attractive women would raise men’s discount rates in a monetary choice task, whereas men who viewed pictures of relatively unattractive women would show no such effect. The predicted mindset could make men more present-oriented in general or have specific effects related to the fact that money itself can be used in mating effort; in either case, cues suggesting an elevated present utility of such effort should raise the value of present money relative to that of future money. Women might respond similarly to images of attractive men if, for example, improving one’s appearance to attract desirable men is achieved by resource expenditure, but because fit- ness gains from mating effort increments have presumably always been higher for men, we predicted that such a response would be smaller or non-existent in women. Finally, to assess whether discount rates might be elevated by more general affective or acquisitive responses, rather than by the specific induction of a mating effort mindset, we ran a parallel experiment in which subjects viewed rela- tively appealing versus unappealing consumer goods, namely cars.
Research participants were 96 male and 113 female undergrad- uates (age: 19.45 ± 2.25 years) who volunteered for a study of ‘prefer- ences for things we like’ for introductory psychology course credit. They were randomly divided into four experimental conditions ( n = 23 to 29) within each experiment (‘faces’ or ‘cars’) in a 2 × 2 between-groups factorial design: [sex] × [images pre-selected for either high (‘hot’) or low (‘not’) appeal]. Participants were informed of the procedures to follow, and told that they could win some money with a lucky throw of dice at the end of the experiment, in which case they would receive one of their choices, randomly selected, so they should make each choice as if it
S178 M. Wilson and M. Daly Pretty women inspire future discounting
Table 1. Mean and s.e.m. ( n ) ratings of ‘how appealing’ subjects in the experimental groups rated the 12 images with which they were presented. Rating scale: 1, ‘unappealing’ to 7, ‘very appealing’.
image category
subjects ‘hot’ faces ‘not’ faces ‘hot’ cars ‘not’ cars
males 4.47 ± 0.21 (22) 2.35 ± 0.19 (24) 5.83 ± 0.14 (25) 3.42 ± 0.14 (22) females 3.58 ± 0.23 (28) 2.50 ± 0.20 (26) 4.42 ± 0.18 (25) 3.90 ± 0.16 (27) both sexes 3.97 ± 0.17 (50) 2.43 ± 0.13 (50) 5.12 ± 0.15 (50) 3.68 ± 0.11 (49)
were actually to be paid off. They were then seated privately in separ- ate rooms at computers that presented them with three successive tasks: (i) an initial set of nine monetary choices, from which we com- puted initial discount parameters; (ii) a series of 12 images, presented individually, of either opposite-sex faces or cars, to be rated on their appeal; and (iii) a second set of nine monetary choices, which gave us a second, post-rating-task, discount parameter.
( a ) Measuring individual discount parameters In a modification of the method of Kirby & Marakovich (1996), successive screens provided participants with choices between two monetary options: a specified sum ‘tomorrow’ (range over the 18 choices of $15 to $35) or a larger sum (range of $50 to $75) after a specified delay (range of 7 to 236 days). Indifference between a smaller, earlier reward (tomorrow) and a larger, later reward (future) indicates the following hyperbolic dis- count parameter k (Kirby & Santiesteban 2003):
k = (future$ tomorrow$)/((delay(in days) × tomorrow$) (future$)).
The choice sets presented before and after the rating task had ident- ical distributions of associated k- values, ranging from 0.000 159 (the equivalent of indifference between $34 tomorrow and $35 in 186 days) to 0.411 765 (the equivalent of indifference between $ tomorrow and $55 in 7 days), but the specific monetary sums and delays were different. Choices over such a range reveal where one begins to prefer larger, later rewards; individual discount parameters are computed as the geometric mean of the k -values bounding this preference switch (Kirby & Marakovich 1996). After completing all tasks, participants rolled two standard dice, and anyone who threw double ones received his/her choice on one randomly drawn pair, in the form of a cheque, post-dated to the appropriate delay (i.e. 1 to 236 days hence).
( b ) Photograph rating task Participants read: ‘please rate the following pictures according to how appealing you find the person [car]’. The next 12 screens each contained an image to be rated and a 7-point Likert scale with extremes labelled ‘unappealing’ (1) and ‘very appealing’ (7). Images were face and upper-body pictures of people and advertisement- quality images of cars, taken from public-domain websites, and were cropped and centred on a black screen, above the rating scale. Image sets were identical within conditions, with the order of presentation randomized. The rationale for the rating task was to ensure that sub- jects attended to and effectively evaluated each image. The human images were taken from a Web site where people post pictures for attractiveness rating: the site (http://www.hotornot.com/) invites visitors to rate others as ‘hot or not’ on a 10-point scale (1 = ‘not’; 10 = ‘hot’), and shows mean results. We selected photo- graphs on the criterion that they be either highly attractive (mean rating of greater than 9) or much less attractive (rating of 4.0 to 5.9). The cars were chosen by graduate students as highly appealing or not; ratings by the experimental subjects confirmed that this categor- ization was successful (see § 3).
( a ) Ratings of images Participants rated ‘hot’ images as significantly more appealing than the ‘nots’ (table 1), both for faces ( F 1,96 = 57.5, p 0.0001) and cars ( F 1,95 = 87.8, p 0.0001), confirming that the selected images differed as intended. However, the magnitude of this ‘hot versus not’ difference was greater in male than female raters (sex by
Proc. R. Soc. Lond. B (Suppl.)
change in discount parameter
change in discount parameter
hot not hot not
hot not hot not
face attractiveness category
car appeal category
( a )
( b )
Figure 1. Change in hyperbolic discount parameter k after an image rating task, for women (open bars) and men (filled bars), after rating photographs of ( a ) opposite-sex faces or ( b ) cars that were either ‘hot’ or ‘not’.
‘hot versus not’ interaction: for faces, F 1,96 = 6.2, p = 0.015; for cars, F 1,95 = 36.0, p 0.0001).
( b ) Changes in discounting after rating images Figure 1 portrays the average change in the discount parameter k (that is, the value estimated from the last nine monetary choices minus that estimated from the first nine) for the four groups in the face experiment (figure 1 a ) and the car experiment (figure 1 b ). For subjects who rated faces, 2 × 2 (sex × ‘hot versus not’) analysis of variance revealed a significant effect only of image type: those rating ‘hot’ images exhibited a larger increase in k than raters of ‘not’ images ( F 1,96 = 3.95, p = 0.050). As predicted, it was specifically the men who rated ‘hot’ women who showed a significant increase ( t 21 = 2.81, p = 0.006), and in this they differed signifi- cantly from men who rated ‘not’ women ( t 44 = 1.85, p = 0.035). Women who rated ‘hot’ men exhibited a directionally similar shift, but this change was not signifi- cant ( t 27 = 1.30, p = 0.103), nor did the change in k differ