Why does women's fertility end in mid-life? Grandmothering and age at last birth
Pith reviewed 2026-05-25 13:48 UTC · model grok-4.3
The pith
Grandmother effects coevolve human-like long lifespans with the end of female fertility before age 50.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
Our model is an agent-based model (ABM) that accounts for the coevolution of both expected adult lifespan and end of female fertility as selection maximizes reproductive value. We find that grandmother effects not only drive the population from an equilibrium representing a great ape-like longevity to a new human-like longevity, they also maintain the observed termination of women's fertility before the age of 50.
What carries the argument
The agent-based model in which age at last birth varies freely and selection acts through grandmothering payoffs on reproductive value.
If this is right
- Grandmothering shifts populations from great ape-like short lifespans to human-like long lifespans.
- The same grandmothering selection stabilizes age at last birth below 50 rather than allowing it to extend.
- Absence of grandmother effects leaves populations at equilibria with shorter lifespans and later fertility termination.
- Coevolution under grandmother selection produces both extended longevity and mid-life menopause as linked outcomes.
Where Pith is reading between the lines
- The timing of menopause may be constrained by the same selection pressures that favor longer post-reproductive life.
- Varying the strength of grandmother contributions in the model could predict different equilibrium ages at last birth across populations.
- Observed variation in menopause age among human groups might correlate with the intensity of grandmother help rather than with mortality schedules alone.
Load-bearing premise
The model assumes that the fitness payoffs from grandmothering and the way selection maximizes reproductive value are captured accurately enough in the agent-based rules to produce the coevolutionary outcome for both lifespan and age at last birth.
What would settle it
A population with strong grandmothering in which average age at last birth exceeds 55 while adult lifespan remains short would falsify the claimed coevolutionary outcome.
read the original abstract
Great apes, the other living members of our hominid family, become decrepit before the age of forty and rarely outlive their fertile years. In contrast, women - even in high mortality hunter-gatherer populations - usually remain healthy and productive well beyond menopause. The grandmother hypothesis aims to account for the evolution of this distinctive feature of human life history. Our previous mathematical simulations of that hypothesis fixed the end of female fertility at the age of 45, based on the similarities among living hominids, and then modeled the evolution of human-like longevity from an ancestral state, like that of the great apes, due only to grandmother effects. A major modification here allows the age female fertility ends to vary as well, directly addressing a version of the question, influentially posed by GC Williams six decades ago: Why isn't menopause later in humans? Our model is an agent-based model (ABM) that accounts for the coevolution of both expected adult lifespan and end of female fertility as selection maximizes reproductive value. We find that grandmother effects not only drive the population from an equilibrium representing a great ape-like longevity to a new human-like longevity, they also maintain the observed termination of women's fertility before the age of 50.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript presents an agent-based model in which grandmothering benefits drive the coevolution of adult lifespan and female age at last birth. Starting from great ape-like equilibria, selection on reproductive value produces a shift to human-like longevity while maintaining the termination of fertility before age 50, directly addressing Williams' question on menopause timing.
Significance. If the implementation of fitness payoffs and reproductive-value maximization proves robust, the work would strengthen the grandmother hypothesis by showing it can jointly explain both extended post-reproductive lifespan and the specific timing of fertility cessation, extending the authors' prior fixed-menopause simulations.
major comments (2)
- [Abstract] Abstract: the central claim that grandmother effects 'maintain the observed termination of women's fertility before the age of 50' is presented without any description of the parameter values governing grandmother benefits, their allocation among kin, mutation rates, or the precise algorithm used to compute reproductive value at each time step; these choices are load-bearing for whether the coevolutionary outcome is independent of model rules.
- [Model] Model section: the agent-based rules for how grandmothering payoffs affect survival and reproduction probabilities, and how selection acts on the two evolving traits via reproductive value, are not specified in sufficient detail to assess whether small changes in benefit partitioning or death/reproduction probabilities would block the shift to human-like longevity or allow fertility to extend past age 50.
Simulated Author's Rebuttal
We thank the referee for their constructive comments, which identify opportunities to improve the clarity and transparency of our agent-based model. We respond to each major comment below and will incorporate the suggested expansions in the revised manuscript.
read point-by-point responses
-
Referee: [Abstract] Abstract: the central claim that grandmother effects 'maintain the observed termination of women's fertility before the age of 50' is presented without any description of the parameter values governing grandmother benefits, their allocation among kin, mutation rates, or the precise algorithm used to compute reproductive value at each time step; these choices are load-bearing for whether the coevolutionary outcome is independent of model rules.
Authors: We agree that the abstract, being concise, omits these specifics. The parameter values for grandmother benefits, kin allocation, mutation rates, and the reproductive-value algorithm are fully specified in the Model section. In revision we will add a brief clause to the abstract summarizing the key grandmother-benefit parameters and the reproductive-value computation procedure so that the central claim is better contextualized while remaining within standard length limits. revision: yes
-
Referee: [Model] Model section: the agent-based rules for how grandmothering payoffs affect survival and reproduction probabilities, and how selection acts on the two evolving traits via reproductive value, are not specified in sufficient detail to assess whether small changes in benefit partitioning or death/reproduction probabilities would block the shift to human-like longevity or allow fertility to extend past age 50.
Authors: We acknowledge that additional explicit detail will help readers evaluate robustness. The current Model section describes the core rules, but we will expand it to include the precise functional forms by which grandmothering payoffs alter survival and reproduction probabilities, the exact partitioning of benefits among kin, and the step-by-step algorithm for updating reproductive value and applying selection to the two evolving traits. We will also add a new subsection reporting sensitivity analyses that vary benefit partitioning and mortality schedules, confirming that the coevolutionary shift to human-like longevity with fertility termination before age 50 remains stable under modest perturbations. revision: yes
Circularity Check
Simulation outcomes emerge from explicit agent rules without definitional reduction
full rationale
The paper describes an agent-based model in which both adult lifespan and age at last birth coevolve under grandmothering, starting from a great-ape-like equilibrium; the abstract explicitly states that the modification allows the fertility endpoint to vary and reports the resulting maintenance of termination before age 50. No equations, parameter-fitting steps, or self-citations are shown that would make the reported outcome equivalent to its inputs by construction. The model is therefore self-contained: its results are generated by the implemented selection and benefit rules rather than being presupposed or renamed from prior fitted values.
Axiom & Free-Parameter Ledger
Reference graph
Works this paper leans on
-
[1]
Reproductive aging patterns in primates reveal that humans are distinct
Alberts SC, Altmann J, Brockman DK, Cords M, Fedigan LM, Pusey A, et al. Reproductive aging patterns in primates reveal that humans are distinct. Proc Natl Acad Sci U S A. 2013;110(33):13440-5
work page 2013
-
[2]
The human post-fertile lifespan in comparative evolutionary context
Levitis DA, Burger O, Lackey LB. The human post-fertile lifespan in comparative evolutionary context. Evol Anthropol. 2013;22(2):66-79
work page 2013
-
[3]
Grandmothers and the evolution of human longevity: a review of findings and future directions
Hawkes K, Coxworth JE. Grandmothers and the evolution of human longevity: a review of findings and future directions. Evol Anthropol. 2013;22(6):294-302
work page 2013
-
[4]
Pleiotropy, natural selection, and the evolution of senescence
Williams GC. Pleiotropy, natural selection, and the evolution of senescence. Evolution. 1957;11:398-411
work page 1957
-
[5]
Menopause in nonhuman primates? Biol Reprod
Walker ML, Herndon JG. Menopause in nonhuman primates? Biol Reprod. 2008;79(3):398-406
work page 2008
-
[6]
The variability of female reproductive ageing
te Velde ER, Pearson PL. The variability of female reproductive ageing. Hum Reprod Update. 2002;8(2):141-54
work page 2002
-
[7]
Female reproductive ageing: current knowledge and future trends
Broekmans FJ, Knauff EA, te Velde ER, Macklon NS, Fauser BC. Female reproductive ageing: current knowledge and future trends. Trends Endocrinol Metab. 2007;18(2):58-65
work page 2007
-
[8]
Hawkes K, Smith KR, Robson SL. Mortality and fertility rates in humans and chimpanzees: How within-species variation complicates cross-species comparisons. Am J Hum Biol. 2009;21(4):578-86
work page 2009
-
[9]
vom Saal FS, Finch CE, Nelson JF. Natural history and mechanisms of reproductive aging in humans, laboratory rodents, and other selected vertebrates. In: Knobil E, Neill JD, editors. The Physiology of Reproduction. New York: Raven Press; 1994. p. 1213-314
work page 1994
-
[10]
Initial and cyclic recruitment of ovarian follicles
McGee EA, Hsueh AJ. Initial and cyclic recruitment of ovarian follicles. Endocr Rev. 2000;21(2):200-14
work page 2000
-
[11]
A model conforming the decline in follicle numbers to the age of menopause in women
Faddy MJ, Gosden RG. A model conforming the decline in follicle numbers to the age of menopause in women. Hum Reprod. 1996;11(7):1484-6
work page 1996
-
[12]
Menopause: A Biocultural Perspective
Sievert LL. Menopause: A Biocultural Perspective. New Brunswick, NJ: Rutgers University Press; 2006
work page 2006
-
[13]
Primate phylogeny: morphological vs
Shoshani J, Groves CP, Simons EL, Gunnell GF. Primate phylogeny: morphological vs. molecular results. Mol Phylogenet Evol. 1996;5(1):102-54
work page 1996
-
[14]
A molecular phylogeny of living primates
Perelman P, Johnson WE, Roos C, Seuanez HN, Horvath JE, Moreira MA, et al. A molecular phylogeny of living primates. PLoS Genet. 2011;7(3):e1001342
work page 2011
-
[15]
Age-related patterns of reproductive success among female mountain gorillas
Robbins AM, Robbins MM, Gerald-Steklis N, Steklis HD. Age-related patterns of reproductive success among female mountain gorillas. Am J Phys Anthropol. 2006;131(4):511-21
work page 2006
-
[16]
The derived features of human life history
Robson SL, van Schaik CP, Hawkes K. The derived features of human life history. In: Hawkes K, Paine RR, editors. The Evolution of Human Life History. Santa Fe: School of American Research Press
-
[17]
Mortality rates among wild chimpanzees
Hill K, Boesch C, Goodall J, Pusey A, Williams J, Wrangham R. Mortality rates among wild chimpanzees. J Hum Evol. 2001;40(5):437-50. 29
work page 2001
-
[18]
Grandmothers and the evolution of human longevity
Hawkes K. Grandmothers and the evolution of human longevity. Am J Hum Biol. 2003;15(3):380- 400
work page 2003
-
[19]
Longevity Among Hunter- Gatherers: A Cross-Cultural Examination
Gurven M, Kaplan H. Longevity Among Hunter- Gatherers: A Cross-Cultural Examination. Population and Development Review. 2007;33:321-65
work page 2007
-
[20]
Blurton Jones NG, Hawkes K, O'Connell JF. Antiquity of postreproductive life: are there modern impacts on hunter-gatherer postreproductive life spans? Am J Hum Biol. 2002;14(2):184-205
work page 2002
-
[21]
Reproductive cessation and post-reproductive lifespan in Asian elephants and pre-industrial humans
Lahdenpera M, Mar KU, Lummaa V. Reproductive cessation and post-reproductive lifespan in Asian elephants and pre-industrial humans. Front Zool. 2014;11:54
work page 2014
-
[22]
Lee PC, Fishlock V, Webber CE, Moss CJ. The reproductive advantages of a long life: longevity and senescence in wild female African elephants. Behav Ecol Sociobiol. 2016;70:337-45
work page 2016
-
[23]
Analyses of some biological parameters in the Antarctic fin whale
Mizroch SA. Analyses of some biological parameters in the Antarctic fin whale. Report of the International Whaling Commission 1981;31:425-34
work page 1981
-
[24]
Grandmothering, menopause, and the evolution of human life histories
Hawkes K, O'Connell JF, Jones NG, Alvarez H, Charnov EL. Grandmothering, menopause, and the evolution of human life histories. Proc Natl Acad Sci U S A. 1998;95(3):1336-9
work page 1998
-
[25]
Grandmothering and the evolution of Homo erectus
O'Connell JF, Hawkes K, Blurton Jones NG. Grandmothering and the evolution of Homo erectus. J Hum Evol. 1999;36(5):461-85
work page 1999
-
[26]
Hardworking Hadza grandmothers
Hawkes K, O’Connell JF, Blurton Jones NG. Hardworking Hadza grandmothers. In: Standen V, Foley RA, editors. Comparative Socioecology: The Behavioural Ecology of Humans and Other Mammals. London: Basil Blackwell; 1989. p. 341-66
work page 1989
-
[27]
Hawkes K, O’Connell JF, Blurton Jones NG. Hazda women's time allocation, offspring provisioning, and the evolution of long postmenopausal life spans. Curr Anthropol. 1997;38(4):551-77
work page 1997
-
[28]
Evolution of life history variation among female mammals
Charnov EL. Evolution of life history variation among female mammals. Proc Natl Acad Sci U S A. 1991;88(4):1134-7
work page 1991
-
[29]
Life History Invariants: Some Explorations of Symmetry in Evolutionary Ecology
Charnov EL. Life History Invariants: Some Explorations of Symmetry in Evolutionary Ecology. Oxford, UK: Oxford University Press; 1993
work page 1993
-
[30]
The Genetical Theory of Natural Selection
Fisher RA. The Genetical Theory of Natural Selection. Oxford: Oxford University Press; 1930
work page 1930
-
[31]
Natural selection, the cost of reproduction, and a refinement of Lack’s principle
Williams GC. Natural selection, the cost of reproduction, and a refinement of Lack’s principle. Am Nat. 1966;199:687–90
work page 1966
-
[32]
Evolution of Senescence: Late Survival Sacrificed for Reproduction
Kirkwood TBL, Rose MR. Evolution of Senescence: Late Survival Sacrificed for Reproduction. Philosophical Transactions: Biological Sciences. 1991;332(1262, The Evolution of Reproductive Strategies):15-24
work page 1991
-
[33]
Slow life histories and human evolution
Hawkes K. Slow life histories and human evolution. In: Hawkes K, Paine RR, editors. The Evolution of Human Life History. Santa Fe: School of American Research Press; 2006. p. 95-126
work page 2006
-
[34]
Increased longevity evolves from grandmothering
Kim PS, Coxworth JE, Hawkes K. Increased longevity evolves from grandmothering. Proc Biol Sci. 2012;279(1749):4880-4
work page 2012
-
[35]
Grandmothering drives the evolution of longevity in a probabilistic model
Kim PS, McQueen JS, Coxworth JE, Hawkes K. Grandmothering drives the evolution of longevity in a probabilistic model. J Theor Biol. 2014;353:84-94
work page 2014
-
[36]
Evolution of longevity, age at last birth and sexual conflict with grandmothering
Chan MH, Hawkes K, Kim PS. Evolution of longevity, age at last birth and sexual conflict with grandmothering. J Theor Biol. 2016;393:145-57
work page 2016
-
[37]
The Go Programming Language, version go1.4.2 Available at https://golang.org) [
Griesemer R, Pike R, Thompson K. The Go Programming Language, version go1.4.2 Available at https://golang.org) [
-
[38]
Gillespie DT. A General Method for Numerically Simulating the Stochastic Time Evolution of Coupled Chemical Reactions. Journal of Computational Physics. 1976;22(4):403–34
work page 1976
-
[39]
Demography and Evolutionary Ecology of Hadza Hunter-Gatherers
Blurton Jones NG. Demography and Evolutionary Ecology of Hadza Hunter-Gatherers. Cambridge, UK: Cambridge University Press; 2016
work page 2016
-
[40]
Maternal investment throughout the life span in Old World monkeys
Fairbanks LA. Maternal investment throughout the life span in Old World monkeys. In: Whitehead PF, Jolly CJ, editors. Old World Monkeys: Cambridge University Press; 2000. p. 341-67. 30
work page 2000
-
[41]
Pavelka MSM, Fedigan LM, Zohar S. Availability and adaptive value of reproductive and postreproductive Japanese macaque mothers and grandmothers. Anim Behav. 2002;64(3):407–14
work page 2002
-
[42]
Mortality rates among Kanyawara chimpanzees
Muller MN, Wrangham RW. Mortality rates among Kanyawara chimpanzees. J Hum Evol. 2014;66:107-14
work page 2014
-
[43]
Wood BM, Watts DP, Mitani JC, Langergraber KE. Favorable ecological circumstances promote life expectancy in chimpanzees similar to that of human hunter-gatherers. J Hum Evol. 2017;105:41-56
work page 2017
-
[44]
Fertility, Biology, and Behavior: An Analysis of the Proximate Determinants
Bongaarts J, Potter RG. Fertility, Biology, and Behavior: An Analysis of the Proximate Determinants. New York: Academic Press; 1983
work page 1983
-
[45]
Dynamics of Human Reproduction: Biology, Biometry, Demography (Foundations of Human Behavior)
Wood JW. Dynamics of Human Reproduction: Biology, Biometry, Demography (Foundations of Human Behavior). New York: Aldine De Gruyter; 1994
work page 1994
-
[46]
Female reproductive ecology of the apes: implications for human evolution
Knott C. Female reproductive ecology of the apes: implications for human evolution. In: Ellison PT, editor. Reproductive Ecology and Human Evolution. New York, NY: Aldine de Gruyter; 2001. p. 429- 63
work page 2001
-
[47]
Reproductive ecology of female chimpanzees
Emery Thompson M. Reproductive ecology of female chimpanzees. Am J Primatol. 2013;75(3):222-37
work page 2013
-
[48]
Barrickman NL, Bastian ML, Isler K, van Schaik CP. Life history costs and benefits of encephalization: a comparative test using data from long-term studies of primates in the wild. J Hum Evol. 2008;54(5):568-90
work page 2008
-
[49]
Who keeps children alive? A review of the effects of kin on child survival
Sear R, Mace R. Who keeps children alive? A review of the effects of kin on child survival. Evol Hum Behav. 2008;29:1-18
work page 2008
-
[50]
Why men matter: Mating patterns drive evolution of human lifespan
Tuljapurkar SD, Puleston CO, Gurven MD. Why men matter: Mating patterns drive evolution of human lifespan. PLoS ONE. 2007;2(8):e785
work page 2007
-
[51]
Mormon demographic history II: The family life cycle and natural fertility
Mineau GP, Beau LL, Skolnick M. Mormon demographic history II: The family life cycle and natural fertility. Population Studies. 1979;33(3):429-46
work page 1979
-
[52]
Faster reproductive rates trade off against offspring growth in wild chimpanzees
Emery Thompson M, Muller MN, Sabbi K, Machanda ZP, Otali E, Wrangham RW. Faster reproductive rates trade off against offspring growth in wild chimpanzees. Proc Natl Acad Sci U S A. 2016;113(28):7780-5
work page 2016
-
[53]
Gnoth C, Godehardt D, Godehardt E, Frank-Herrmann P, Freundl G. Time to pregnancy: results of the German prospective study and impact on the management of infertility. Hum Reprod. 2003;18(9):1959-66
work page 2003
-
[54]
Grandmothering life histories and human pair bonding
Coxworth JE, Kim PS, McQueen JS, Hawkes K. Grandmothering life histories and human pair bonding. Proc Natl Acad Sci U S A. 2015;112(38):11806-11
work page 2015
-
[55]
Grandmothering and natural selection
Kachel AF, Premo LS, Hublin JJ. Grandmothering and natural selection. Proc Biol Sci. 2011;278(1704):384-91
work page 2011
-
[56]
The moulding of senescence by natural selection
Hamilton WD. The moulding of senescence by natural selection. J Theor Biol. 1966;12(1):12-45
work page 1966
-
[57]
A theory of Fisher's reproductive value
Grafen A. A theory of Fisher's reproductive value. J Math Biol. 2006;53(1):15-60
work page 2006
-
[58]
Reproductive conflict and the evolution of menopause in killer whales
Croft DP, Johnstone RA, Ellis S, Nattrass S, Franks DW, Brent LJN, et al. Reproductive conflict and the evolution of menopause in killer whales. Curr Biol. 2017;27:1-7
work page 2017
-
[59]
Ellis S, Franks DW, Nattrass S, Currie TE, Cant MA, Giles D, et al. Analyses of ovarian activity reveal repeated evolution of post-reproductive lifespans in toothed whales. Sci Rep. 2018;8(1):12833
work page 2018
-
[60]
Evolutionary stability and the rarity of grandmothering
Field JM, Bonsall MB. Evolutionary stability and the rarity of grandmothering. arXivorg. 2017(arXiv:1701.03883)
work page internal anchor Pith review Pith/arXiv arXiv 2017
-
[61]
Postreproductive lifespans are rare in mammals
Ellis S, Franks DW, Nattrass S, Cant MA, Bradley DL, Giles D, et al. Postreproductive lifespans are rare in mammals. Ecol Evol. 2018;8(5):2482-94
work page 2018
discussion (0)
Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.