Skip to main content

Advertisement

Log in

A Longitudinal Study of the Effects of Uncertainty on Reproductive Behaviors

  • Published:
Human Nature Aims and scope Submit manuscript

Abstract

Uncertainty exerts powerful influences on life history decisions. This has been demonstrated in experiments on nonhumans and in mathematical models. Studies of human populations are suggestive of the effects of uncertainty, but they rely on measures of environmental stress. In this paper, we derive a new measure of uncertainty, upsilon (υ), for use in non-experimental studies. We estimate its association with reproductive behaviors in a longitudinal panel sample of adolescents in the United States. Results show upsilon’s internal structure is consistent with theoretical models of uncertainty. Its associations with reproductive outcomes are also consistent with theoretical predictions. Upsilon seems to have its largest effect on the timing of fertility—increasing the odds of early fertility by a factor of 7, net of the effects of control variables. We discuss our findings for the association between υ and the timing of reproductive effort as well as our future research on υ.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

References

  • Adkins-Regan, E. (2005). Hormones and animal social behavior. Princeton, NJ: Princeton University Press.

    Google Scholar 

  • Agresti, A., & Agresti, B. F. (1978). Statistical analysis of qualitative variation. Sociological Methodology, 9, 204–237.

    Article  Google Scholar 

  • Alexander, R. D. (1987). The biology of moral systems. Chicago: Aldine de Gruyter.

    Google Scholar 

  • Allison, P. D. (1999). Logistic regression using the SAS system: Theory and application. Cary, NC: SAS Institute.

    Google Scholar 

  • Allison, P. D. (2002). Missing data. Thousand Oaks, CA: Sage.

    Google Scholar 

  • Anderson, E. (1999). Code of the street: Decency, violence, and the moral life of the inner city (1st ed.). New York: W. W. Norton.

    Google Scholar 

  • Bateson, M., & Kacelnik, A. (1998). Risk-sensitive foraging: Decision making in variable elements. In R. Dukas (Ed.), Cognitive ecology: The evolutionary ecology of information processing and decision making (pp. 297–342). Chicago: University of Chicago.

    Google Scholar 

  • Beall, C. M., Song, K., Elston, R. C., & Goldstein, M. C. (2004). Higher offspring survival among Tibetan women with high oxygen saturation genotypes residing at 4,000 m. Proceedings of the National Academy of Sciences of the United States of America, 101, 14300–14304.

    Article  Google Scholar 

  • Beckert, J. (2002). Beyond the market: The social foundations of economic efficiency. Princeton, NJ: Princeton University Press.

    Google Scholar 

  • Bergman, A., & Feldman, M. W. (1995). On the evolution of learning: representation of a stochastic environment. Theoretical Population Biology, 48, 251–276.

    Article  Google Scholar 

  • Bergstrom, C. T., & Godfrey-Smith, P. (1998). On the evolution of behavioral heterogeneity in individuals and populations. Biology and Philosophy, 13, 205–231.

    Article  Google Scholar 

  • Betzig, L. L. (1986). Despotism and differential reproduction: A Darwinian view of history. New York: Aldine.

    Google Scholar 

  • Boone, J. L., & Kessler, K. L. (1999). More status or more children? Social status, fertility reduction, and long-term fitness. Evolution and Human Behavior, 20, 257–277.

    Article  Google Scholar 

  • Boyd, R., & Richerson, P. J. (2002). Norms and bounded rationality. In G. Gigerenzer, & R. Selten (Eds.), Bounded rationality: The adaptive toolbox (pp. 281–296). Cambridge, MA: MIT.

    Google Scholar 

  • Camerer, C., & Weber, M. (1992). Recent developments in modeling preferences: uncertainty and ambiguity. Journal of Risk and Uncertainty, 5, 325–370.

    Article  Google Scholar 

  • Cant, M. A., & Johnstone, R. A. (2000). Power struggles, dominance testing, and reproductive skew. American Naturalist, 155, 406–417.

    Article  Google Scholar 

  • Chisholm, J. S. (1999). Death, hope, and sex: Steps to an evolutionary ecology of mind and morality. Cambridge: Cambridge University Press.

    Google Scholar 

  • Corwin, M. (2001). And still we rise: The trials and triumphs of twelve gifted inner-city students. New York: Perennial.

    Google Scholar 

  • Creel, S., & Sands, J. L. (2003). Is social stress a consequence of subordination or a cost of dominance? In F. B. M. de Waal, & P. L. Tyack (Eds.), Animal social complexity: Intelligence, culture and individual societies (pp. 153–169). Cambridge, MA: Harvard University Press.

    Google Scholar 

  • Curtin, T. R., Ingels, S. J., Wu, S., & Heuer, R. (2002). National Education Longitudinal Study of 1988: Base year through fourth follow-up data file user’s manual (NCES 2002–323). Washington, D.C.: U.S. Department of Education, National Center for Education Statistics.

    Google Scholar 

  • Daly, M., & Wilson, M. (2005). Carpe diem: adaptation and devaluing the future. Quarterly Review of Biology, 80, 55–60.

    Article  Google Scholar 

  • Drake, A. J., & Walker, B. R. (2004). The intergenerational effects of fetal programming: non-genomic mechanisms for the inheritance of low birth weight and cardiovascular risk. Journal of Endocrinology, 180, 1–16.

    Article  Google Scholar 

  • Edin, K., & Kefelas, M. (2005). Promises I can keep: Why poor women put motherhood before marriage. Berkeley: University of California.

    Google Scholar 

  • Emlen, S. T. (1982). The evolution of helping, I: An ecological constraints model. American Naturalist, 119, 29–39.

    Article  Google Scholar 

  • Fiorillo, C. D., Tobler, P. N., & Schultz, W. (2003). Discrete coding of reward probability and uncertainty by dopamine neurons. Science, 299, 1898–1902.

    Article  Google Scholar 

  • Fisher, R. A. (1999). The genetical theory of natural selection: A complete variorum edition. Oxford: Oxford University Press.

    Google Scholar 

  • Frank, S. A., & Slatkin, M. (1990). Evolution in a variable environment. American Naturalist, 136, 244–260.

    Article  Google Scholar 

  • Gasser, M., Kaiser, M., Berrigan, D., & Stearns, S. C. (2000). Life history correlates of evolution under high and low adult mortality. Evolution, 54, 1260–1272.

    Google Scholar 

  • Giesel, J. T. (1976). Reproductive strategies as adaptations to life in temporally heterogeneous environments. Annual Review of Ecology and Systematics, 7, 79.

    Article  Google Scholar 

  • Gilbert, D. T., & Ebert, J. E. J. (2002). Decisions and revisions: affective forecasting of changeable outcomes. Journal of Personality and Social Psychology, 82, 503–514.

    Article  Google Scholar 

  • Gilbert, D. T., Gill, M. J., & Wilson, T. D. (2002). The future is now: temporal correction in affective forecasting. Organizational Behavior and Human Decision Processes, 88, 430–444.

    Article  Google Scholar 

  • Gilbert, D. T., Pinel, E. C., Wilson, T. D., Blumberg, S. J., & Wheatley, T. P. (1998). Immune neglect: a source of durability bias in affective forecasting. Journal of Personality and Social Psychology, 75, 617–638.

    Article  Google Scholar 

  • Gilbert, D. T., & Wilson, T. D. (2007). Prospection: experiencing the future. Science, 317, 1351–1354.

    Article  Google Scholar 

  • Gillespie, J. H. (1974). Natural selection for within-generation variance in offspring number. Genetics, 76, 601–606.

    Google Scholar 

  • Gillespie, J. H. (1977). Natural selection for variance in offspring numbers: a new evolutionary principle. American Naturalist, 111, 1010–1014.

    Article  Google Scholar 

  • Gould, J. L., & Gould, C. G. (2007). Animal architects: Building and the evolution of intelligence. New York: Basic Books.

    Google Scholar 

  • Goymann, W., & Wingfield, J. C. (2004). Allostatic load, social status and stress hormones: the costs of social status matter. Animal Behaviour, 67, 591–602.

    Article  Google Scholar 

  • Grinband, J., Hirsch, J., & Ferrera, V. P. (2006). A neural representation of categorization uncertainty in the human brain. Neuron, 49, 757–763.

    Article  Google Scholar 

  • Harding, D. J. (2007). Cultural context, sexual behavior and romantic relationships in disadvantaged neighborhoods. American Sociological Review, 72, 341–364.

    Article  Google Scholar 

  • Heesch, D., & Little, M. (2006). Decision-making in variable environments: a case of group selection and inter-generational conflict? Theoretical Population Biology, 69, 121–128.

    Article  Google Scholar 

  • Hills, T. T. (2006). Animal foraging and the evolution of goal-directed cognition. Cognitive Science, 30, 3–41.

    Article  Google Scholar 

  • Hopcroft, R. L. (2006). Sex, status, and reproductive success in the contemporary United States. Evolution and Human Behavior, 27, 104–120.

    Article  Google Scholar 

  • Hopper, K. R. (1999). Risk-spreading and bet-hedging in insect population biology. Annual Review of Entomology, 44, 535–560.

    Article  Google Scholar 

  • Javois, J., & Tammaru, T. (2004). Reproductive decisions are sensitive to cues of life expectancy: the case of a moth. Animal Behaviour, 68, 249–255.

    Article  Google Scholar 

  • Johns, S. E. (2004). Subjective life expectancy predicts offspring sex in a contemporary British population. Proceedings of the Royal Society of London, Biological Sciences, 271, S474–S476.

    Article  Google Scholar 

  • Jones, J. H. (2005). Fetal programming: adaptive life history tactics or making the best of a bad start? American Journal of Human Biology, 17, 22–33.

    Article  Google Scholar 

  • Kacelnik, A. (2003). The evolution of patience. In G. Loewenstein, D. Read, & R. F. Baumeister (Eds.), Time and decision: Economic and psychological perspectives on intertemporal choice (pp. 115–138). New York: Russell Sage Foundation.

    Google Scholar 

  • Kaplan, R. H., & Cooper, W. S. (1984). The evolution of developmental plasticity in reproductive characteristics: an application of the "adaptive coin-flipping" principle. American Naturalist, 123, 393–410.

    Article  Google Scholar 

  • Lacey, E. P., Real, L. A., Antonovics, J., & Heckel, D. G. (1983). Variance models in the study of life histories. American Naturalist, 122, 114–131.

    Article  Google Scholar 

  • Lenski, G. (1984). Power and privilege: A theory of social stratification. Chapel Hill: University of North Carolina Press.

    Google Scholar 

  • Levins, R. (1963). Theory of fitness in a heterogeneous environment, II: Developmental flexibility and niche selection. American Naturalist, 97, 75–90.

    Article  Google Scholar 

  • Livnat, A., Pacala, S. W., & Levin, S. A. (2005). The evolution of intergenerational discounting in offspring quality. American Naturalist, 165, 311–321.

    Article  Google Scholar 

  • Low, B. S. (2000). Why sex matters: A Darwinian look at human behavior. Princeton, NJ: Princeton University Press.

    Google Scholar 

  • Maassen, G. H., & Baker, A. B. (2001). Suppressor variables in path models: Definitions and interpretations. Sociological Methods and Research, 30, 241–270.

    Article  Google Scholar 

  • Mace, R. (2000). An adaptive model of human reproductive rate where wealth is inherited: Why people have small families. In L. Cronk, N. Chagnon, & W. Irons (Eds.), Adaptation and human behavior: An anthropological perspective (pp. 261–282). New York: Aldine de Gruyter.

    Google Scholar 

  • MacLeod, J. (1995). Ain’t no makin’ it: Leveled aspirations in a low income neighborhood. Boulder, CO: Westview Press.

    Google Scholar 

  • Manuck, S. B., Bleil, M. E., Petersen, K. L., Flory, J. D., Mann, J. J., Ferrell, R. E., et al. (2005). The socio-economic status of communities predicts variation in brain serotonergic responsivity. Psychological Medicine, 35, 528.

    Article  Google Scholar 

  • Manuck, S. B., Flory, J. D., Muldoon, M. F., & Ferrell, R. E. (2003). A neurobiology of intertemporal choice. In G. Loewenstein, D. Read, & R. F. Baumeister (Eds.), Time and decision: Economic and psychological perspectives on intertemporal choice (pp. 139–172). New York: Russell Sage Foundation.

    Google Scholar 

  • McElreath, R. (2003). Reputation and the evolution of conflict. Journal of Theoretical Biology, 220, 345–357.

    Article  Google Scholar 

  • Menu, F., Roebuck, J.-P., & Viala, M. (2000). Bet-hedging diapause strategies in stochastic environments. American Naturalist, 155, 724–734.

    Article  Google Scholar 

  • Nee, V. (1998). Introduction. In M. C. Brinton, & V. Nee (Eds.), The new institutionalism in sociology (pp. 1–16). Stanford, CA: Stanford University Press.

    Google Scholar 

  • Newman, K. S. (1999). No shame in my game: The working poor in the inner city. New York: Knopf and Russell Sage Foundation.

    Google Scholar 

  • O’Connor, C. (2000). Dreamkeeping in the inner city: Diminishing the divide between aspirations and expectations. In S. H. Danziger, & C. Lin (Eds.), Coping with poverty: The social contexts of neighborhood, work, and family in the African American community (pp. 105–140). Ann Arbor: University of Michigan Press.

    Google Scholar 

  • Odling-Smee, J. F., LaLand, K. N., & Feldman, M. W. (2003). Niche construction: The neglected process in evolution. Princeton, NJ: Princeton University Press.

    Google Scholar 

  • Pettay, J. E., Helle, S., Jokela, J., & Lummaa, V. (2007). Natural selection on female life-history traits in relation to socio-economic class in pre-industrial human populations. PLoS ONE, 2, e606.

    Article  Google Scholar 

  • Pouget, A., Dayan, P., & Zemel, R. S. (2003). Inference and computation with population codes. Annual Review of Neuroscience, 26, 381–410.

    Article  Google Scholar 

  • Quane, J. M., & Rankin, B. H. (1998). Neighborhood poverty, family characteristics, and commitment to mainstream goals: the case of African American adolescents in the inner-city. Journal of Family Issues, 19, 769–794.

    Article  Google Scholar 

  • Rankin, B. H., & Quane, J. M. (2002). Social contexts of urban adolescent outcomes: the interrelated effects of neighborhoods, families, and peers on African American youth. Social Problems, 49, 79–100.

    Article  Google Scholar 

  • Raub, W., & Weesie, J. (1990). Reputation and efficiency in social interactions: An example of network effects. American Journal of Sociology, 96, 626–654.

    Article  Google Scholar 

  • Real, L. A. (1980). Fitness, uncertainty and the role of diversification in evolution and behavior. American Naturalist, 115, 623–638.

    Article  Google Scholar 

  • Real, L. A., & Caraco, T. (1986). Risk and foraging in stochastic environments. Annual Review of Ecology and Systematics, 17, 371–390.

    Article  Google Scholar 

  • Real, L. A., & Ellner, S. (1992). Life history evolution in stochastic environments: a graphical mean-variance approach. Ecology, 73, 1227–1236.

    Article  Google Scholar 

  • Roff, D. A. (2002). Life history evolution. Sunderland, MA: Sinauer Associates.

    Google Scholar 

  • Rosen, J. B., & Donley, M. P. (2006). Animal studies of amygdala function in fear and uncertainty: relevance to human research. Biological Psychology, 73, 49–60.

    Article  Google Scholar 

  • Shearer, D. L., Mulvhill, B. A., Klerman, L. V., Wallander, J. L., Hovinga, M. E., & Redden, D. T. (2002). Association of early childbearing and low cognitive ability. Perspectives on Sexual and Reproductive Health, 34, 236–243.

    Article  Google Scholar 

  • Simons, A. M., & Johnston, M. O. (1997). Developmental instability as a bet-hedging strategy. Oikos, 80, 401–406.

    Article  Google Scholar 

  • Smith, J. D., Shields, W. E., & Washburn, D. A. (2003). The comparative psychology of uncertainty monitoring and metacognition. Behavioral and Brain Sciences, 26, 317–373.

    Google Scholar 

  • Stearns, S. C. (1992). The evolution of life histories. Oxford: Oxford University Press.

    Google Scholar 

  • Stearns, S. C. (2006). Theory and data in the evolutionary approach to human behavior. Biological Theory, 1, 38–40.

    Article  Google Scholar 

  • Stephens, D. W., & Anderson, D. (2001). The adaptive value of preference for immediacy: when shortsighted rules have farsighted consequences. Behavioral Ecology, 12, 330–339.

    Article  Google Scholar 

  • Stine, R. A. (1995). Graphical interpretation of variance inflation factors. American Statistician, 49, 53–56.

    Article  Google Scholar 

  • Thattai, M., & van Oudenaarden, A. (2004). Stochastic gene expression in fluctuating environments. Genetics, 167, 523–530.

    Article  Google Scholar 

  • Trivers, R. (2002). Natural selection and social theory. New York: Oxford University Press.

    Google Scholar 

  • Tuljapurkar, S. (1990). Delayed reproduction and fitness in variable environments. Proceedings of the National Academy of Sciences (USA), 87, 1139–1143.

    Article  Google Scholar 

  • Turner, J. H. (2003). Human institutions: A theory of societal evolution. Lanham, MD: Rowman and Littlefield.

    Google Scholar 

  • Wasser, S. K., & Place, N. J. (2001). Reproductive filtering and the social environment. In P. T. Ellison (Ed.), Reproductive ecology and human evolution (pp. 137–158). New York: Aldine de Gruyter.

    Google Scholar 

  • Weinrich, J. D. (1977). Human sociobiology: pair-bonding and resource predictability (effects of social class and race). Behavioral Ecology and Sociobiology, 2, 91–118.

    Google Scholar 

  • Whyte, W. F. (1981). Streetcorner society: The social structure of an Italian slum (3rd ed.). Chicago: University of Chicago Press.

    Google Scholar 

  • Williams, G. C. (1996). Adaptation and natural selection. Princeton, NJ: Princeton University Press.

    Google Scholar 

  • Wilson, M., & Daly, M. (1997). Life expectancy, economic inequality, homicide, and reproductive timing in chicago neighbourhoods. British Medical Journal, 314, 1271–1282.

    Google Scholar 

  • Windschitl, P. D., & Wells, G. L. (1996). Measuring psychological uncertainty: verbal versus numerical methods. Journal of Experimental Psychology: Applied, 2, 343–364.

    Article  Google Scholar 

  • Winterhalder, B., & Leslie, P. (2002). Risk-sensitive fertility: the variance compensation hypothesis. Evolution and Human Behavior, 23, 59–82.

    Article  Google Scholar 

  • Winterhalder, B., Lu, F., & Tucker, B. (1999). Risk-sensitive adaptive tactics: models and evidence from subsistence studies in biology and anthropology. Journal of Archeological Research, 7, 301–348.

    Google Scholar 

  • Wolf, J. B., & Brodie III., E. D. (1998). The coadaptation of parental and offspring characteristics. Evolution, 52, 299–308.

    Article  Google Scholar 

  • Young, L. J. (2003). The neural basis of pair bonding in monogamous species: A model for understanding the biological basis of human behavior. In K. W. Wachter, & R. A. Bulato (Eds.), Offspring: Human fertility behavior in biodemographic perspective (pp. 91–103). Washington, DC: National Academies Press.

    Google Scholar 

  • Zahavi, A., & Zahavi, A. (1997). The handicap principle: A missing piece of Darwin’s puzzle. Oxford: Oxford University Press.

    Google Scholar 

Download references

Acknowledgments

The authors wish to thank each of the anonymous reviewers for their valuable criticisms. An earlier draft of this paper was presented at the 2007 conference of the European Human Behavior and Evolution Society in London, UK. The authors also wish to acknowledge the organizers and attendees of the 2007 conference of the European Human Behavior and Evolution Society for very helpful direction in conceptual matters.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jeff Davis.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Davis, J., Werre, D. A Longitudinal Study of the Effects of Uncertainty on Reproductive Behaviors. Hum Nat 19, 426–452 (2008). https://doi.org/10.1007/s12110-008-9052-2

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12110-008-9052-2

Keywords

Navigation