The amplifying role of need in giving decisions
Introduction
Evolutionary theories of individual sacrifice often predict that decisions should be sensitive to the ratio of fitness gains to costs. As an example, Hamilton's theory of inclusive fitness predicts that individuals should sacrifice for a genetically related partner as long as the fitness cost of sacrificing (cd) relative to the partner's benefit (bp) is less than the donor's genetic relatedness to the partner (r) (Hamilton, 1964). Similarly, theories of reciprocal altruism predict that an individual should sacrifice for a partner as long as the partner's benefit bp discounted by the probability that the partner returns the benefit is greater than the cost, cd (Trivers, 1971).
Complicating these simple calculations is the fact that observable costs and benefits are usually only proximate currencies (e.g. food, money) that may have different fitness consequences for the donor and recipient at any one point in time. For example, the fitness benefit of a blood meal for a starving vampire bat is much greater than the fitness cost incurred by a well-fed partner giving up that same blood meal (Wilkinson, 1984, Wilkinson, 1988). For this reason, we should expect individuals to be attuned not only to proximate benefits and costs of a decision (i.e. the amount of food or money), but also to the relative fitness gains from the same quantity of a currency for the donor and recipient.
One way that humans conceive of these relative gains is in terms of a recipient's need and how it compares to the donor's need (Aktipis, Cronk, & de Aguiar, 2011; Gurven, 2004; Hruschka, 2010). Experimental studies have shown that a range of proxies for a partner's need at varying times scales (e.g. being sick, being poor, a recent loss) increase both self-reported likelihood of helping the partner (Burnstein, Crandall, & Kitayama, 1994; Hackman, Danvers, & Hruschka, 2015; Korchmaros & Kenny, 2006) and transfers of actual money (Howe, Murphy, Gerkey, & West, 2016). Moreover, observational studies of Tsimane forager-horticulturists in Bolivia show that families with objectively greater need—measured as daily consumption relative to production of calories over a year—are more likely to receive food from other households and are less likely to share food outside the household (Hooper, Gurven, Winking, & Kaplan, 2015).
While most studies have examined main effects of need, formal evolutionary models of individual sacrifice suggest that relative need should also modify the effect of other factors, such as relatedness, probability of a return, and the ratio of proximate benefits to costs. Here, we define need in terms of the fitness change from a unit change in a proximate currency (e.g. food, money). For example, suppose we decompose the cost incurred by a donor as cd = cfd where c is the proximate cost of sacrifice and fd is the donor's fitness loss for a loss of one unit of the relevant currency. Similarly, the benefit to recipients can be rewritten as bp = bfp where b is the proximate benefit and fp is the fitness gain from the receipt of one unit of the relevant currency. With these substitutions, Hamilton's rule becomes the following:
Thus, the decision to sacrifice should depend on the product of three quantities: the ratio of benefits to costs in a proximate currency (e.g. food, money) , the need of the partner relative to one's own need , and one's relatedness to the partner (r). Notably, when a partner is in greater relative need, the same increase in r should lead to a larger increase in the amount one is willing to sacrifice (c) to give the same proximal benefit (b) for a partner. In short, a partner's greater relative need should amplify the effect of genetic relatedness on willingness to give. In this generalized form, b and c can represent different types or amounts of resources, but in specific cases such as the direct transfer of resources (e.g. a donation of money from one person to another), b and c could also be equivalent. In those cases, what may matter most is the relative need of each partner.
Models of repeated beneficial interactions among unrelated individuals provide different predictions about the moderating effect of need. In this case, genetic relatedness in the equation, r, is replaced with the probability of the partner returning the benefit in the future, p. The value p depends on a number of factors, including the expected duration of the relationship, the degree of discounting of the future benefit, and one's trust that the partner will return the benefit in the future when needed (Fehr & Fischbacher, 2003). The current fitness gains to the partner (fp) are replaced with the expected future fitness gains for the donor (fd′) from a one unit change in the currency.
In this case, as one's future need relative to one's present need increases , one should be willing to sacrifice more (c) all else being equal. Crucially, in this case, there should be no amplifying effect of the current need of the recipient relative to that of the donor.
The decomposition of costs and benefits illustrates how assessments of relative need should play a role in decisions to help others, and how relevant indicators of need (e.g., self vs. partner's need, self's present vs. future need) matter differently depending on key qualities of the relationship (e.g., genetic relatedness, probability of a future return). Although numerous studies have examined the additive effects of relatedness, need, and proxies for mutually beneficial reciprocal relationships (Delton & Robertson, 2016; Hackman et al., 2015; Howe et al., 2016; Jones & Rachlin, 2006; Korchmaros & Kenny, 2006; Lieberman & Lobel, 2012), far fewer have examined how relative need might amplify the effect of genetic relatedness on generosity. One recent observational study suggests that need—operationalized in terms of a household's caloric consumption minus production—amplifies the effect of genetic relatedness on food sharing in a small-scale society (Hooper et al., 2015). In that paper, the researchers used objective proxies of need, measured in caloric surpluses or deficits. However, perceptions of important social categories such as genetic relatedness or need can influence behavior even when they do not objectively track features of the world. For example, perceived kinship can influence altruism and sexual attraction even when individuals are not genetically related (Lieberman & Lobel, 2012; Lieberman, Tooby, & Cosmides, 2007). It is still unclear how perceptions of a recipient's versus one's own need also amplify the effect of genetic relatedness on giving.
In this study, we assess whether perceptions of relative need amplify the effects of genetic relatedness and a proxy for expectations of future return (e.g. social closeness to a partner) according to the expectations described above. Specifically, a donor's need relative to the recipient's should amplify the effects of genetic relatedness. However, relative need should not amplify the effects of social closeness, as reciprocal giving involves a trade-off between the donor's current and expected future need, not the recipient's need. To assess these expectations, we re-analyzed three existing data sets from three distinct samples (U.S. undergraduates, U.S. MTurk users, and Indian MTurk users) using multi-level modeling with interactions among the key variables. We also collected and analyzed new data for a direct replication of the study in a U.S. Mturk sample.
Section snippets
Participants
Participants were drawn from three prior published studies and one direct replication: one conducted on U.S. undergraduate students, two conducted online recruiting individuals from Amazon's Mechanical Turk (Mturk) in the U.S., and another conducted through Mturk in India (Hackman et al., 2015). The Mturk workers were paid $0.50 for a 15-minute survey.
Data points for specific partners were excluded (a) if the participant did not answer one of the questions used to calculate the dependent
Results
As in prior research, all key predictors were statistically significant in a model without interactions. These results are presented in Table 2.
The final retained models including interactions are presented in Table 3. The observed and modeled associations are displayed in Fig. 1.
Discussion
Modifications of Hamilton's inequality predict that relative need should amplify the effect of relatedness on giving. We found evidence supporting this prediction in two samples of U.S. Mturkers, a finding that is consistent with results from field-based studies among Tsimane horticulturalists (e.g. Hooper et al., 2015). However, need did not amplify the effect of relatedness in two other samples—U.S. undergraduates or Indian Mturkers. These results indicate that need does not only have a main
Acknowledgements
Many thanks to the student collaborators in the Laboratory of Culture Change and Behavior.
Author contributions
A. Danvers, D. Hruschka, and J. Hackman developed the study concept. Under the supervision of D. Hruschka, protocol development and data collection were completed by J. Hackman. A. Danvers conducted all data analyses. A. Danvers, J. Hackman, and D. Hruschka wrote the manuscript. All authors approve the final version of the manuscript for submission.
Declaration of conflicting interests
The authors declared that they had no conflicts of interest with respect to their authorship or the publication of this article.
Funding
DJH acknowledges support from the National Science Foundation grant BCS-1150813, jointly funded by the Programs in Cultural Anthropology, Social Psychology Program and Decision, Risk, and Management Sciences.
AFD acknowledges support from a John Templeton Foundation grant for a postdoctoral fellowship at the Institute for the Study of Human Flourishing at the University of Oklahoma.
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