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Gendered movement ecology and landscape use in Hadza hunter-gatherers
Abstract
Understanding how gendered economic roles structure space use is critical to evolutionary models of foraging behaviour, social organization and cognition. Here, we examine hunter-gatherer spatial behaviour on a very large scale, using GPS devices worn by Hadza foragers to record 2,078 person-days of movement. Theory in movement ecology suggests that the density and mobility of targeted foods should predict spatial behaviour and that strong gender differences should arise in a hunter-gatherer context. As predicted, we find that men walked further per day, explored more land, followed more sinuous paths and were more likely to be alone. These data are consistent with the ecology of male- and female-targeted foods and suggest that male landscape use is more navigationally challenging in this hunter-gatherer context. Comparisons of Hadza space use with space use data available for non-human primates suggest that the sexual division of labour likely co-evolved with increased sex differences in spatial behaviour and landscape use.
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Hunting and gathering has been the sole mode of subsistence for most of our species' existence, and recent hunter-gatherer populations have been found to walk 6-19 km per day.
“Hunting and gathering has been the sole mode of subsistence for most of our species’ existence, and recent hunter–gatherer populations have been found to walk 6–19 km per day (Leonard & Robertson, 1997a; Wood et al., 2021), much of which is likely to be on irregular surfaces.”
From Forest terrains influence walking kinematics among indigenous Tsimane of the Bolivian Amazon (2022) · cites this paper as Wood et al., 2021
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Cites
Generalized Additive Models: An Introduction with R
Wood, S. N. (2017) · doi:10.1201/9781315370279 · Cited by 13,852
Limits of Predictability in Human Mobility
Song, C., Qu, Z., Blumm, N., & Barabási, A.-L. (2010) · Science · doi:10.1126/science.1177170 · Cited by 3,234
Advanced Bayesian Multilevel Modeling with the R Package brms
Bürkner, P.-C. (2018) · The R Journal · doi:10.32614/rj-2018-017 · Cited by 3,015
Trade-offs between female food acquisition and child care among hiwi and ache foragers
Hurtado, A. M., Hill, K., Hurtado, I., & Kaplan, H. (1992) · Human Nature · doi:10.1007/bf02692239 · Cited by 238
Physical activity patterns and biomarkers of cardiovascular disease risk in hunter‐gatherers
Raichlen, D. A., Pontzer, H., Harris, J. A., Mabulla, A. Z. P., Marlowe, F. W., Josh Snodgrass, J., Eick, G., Colette Berbesque, J., Sancilio, A., & Wood, B. M. (2017) · American Journal of Human Biology · doi:10.1002/ajhb.22919 · Cited by 151
Self-citationGPS use negatively affects environmental learning through spatial transformation abilities
Ruginski, I. T., Creem-Regehr, S. H., Stefanucci, J. K., & Cashdan, E. (2019) · Journal of Environmental Psychology · doi:10.1016/j.jenvp.2019.05.001 · Cited by 137
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Research works printed but not linked: 68
- Wrangham, R. On the evolution of ape social systems. Soc. Sci. Inf. 18, 335–368 (1979). · DOI
- Cashdan, E. & Gaulin, S. J. Why go there? Evolution of mobility and spatial cognition in women and men. Hum. Nat. 27, 1–15 (2016). · DOI
- Cashdan, E., Marlowe, F. W., Crittenden, A., Porter, C. & Wood, B. M. Sex differences in spatial cognition among Hadza foragers. Evol. Hum. Behav. 33, 274–284 (2012). · DOI
- Geary, D. C. Sexual selection and sex differences in spatial cognition. Learn. Individ. Differ. 7, 289–301 (1995). · DOI
- Jones, C. M., Braithwaite, V. A. & Healy, S. D. The evolution of sex differences in spatial ability. Behav. Neurosci. 117, 403–411 (2003). · DOI
- Linn, M. C. & Petersen, A. C. Emergence and characterization of sex differences in spatial ability: a meta-analysis. Child Dev. 56, 1479–1498 (1985). · DOI
- Voyer, D., Voyer, S. & Bryden, M. P. Magnitude of sex differences in spatial abilities: a meta-analysis and consideration of critical variables. Psychol. Bull. 117, 250–270 (1995). · DOI · Paper page
- Silverman, I. & Eals, M. in The Adapted Mind: Evolutionary Psychology and the Generation of Culture (eds Barkow, L. et al.) Ch. 14 (Oxford Univ. Press, 1992).
- Geary, D. C. Sexual selection, the division of labor, and the evolution of sex differences. Behav. Brain Sci. 21, 444–447 (1998). · DOI
- Trumble, B. C., Gaulin, S. J. C., Dunbar, M. D., Kaplan, H. & Gurven, M. No sex or age difference in dead-reckoning ability among Tsimane forager-horticulturalists. Hum. Nat. 27, 51–67 (2016). · DOI
- Davis, H. E. & Cashdan, E. Spatial cognition, navigation, and mobility among children in a forager-horticulturalist population, the Tsimané of Bolivia. Cogn. Dev. 52, 100800 (2019). · DOI
- Jang, H., Boesch, C., Mundry, R., Kandza, V. & Janmaat, K. R. Sun, age and test location affect spatial orientation in human foragers in rainforests. Proc. Biol. Sci. 286, 20190934 (2019).
- Hoffman, M., Gneezy, U. & List, J. A. Nurture affects gender differences in spatial abilities. Proc. Natl Acad. Sci. USA 108, 14786–14788 (2011). · DOI
- González, M. C., Hidalgo, C. A. & Barabási, A.-L. Understanding individual human mobility patterns. Nature 453, 779–782 (2008). · DOI
- Reynolds, A., Ceccon, E., Baldauf, C., Medeiros, T. K. & Miramontes, O. Lévy foraging patterns of rural humans. PLoS ONE 13, e0199099 (2018). · DOI
- Ross, C. T. & Winterhalder, B. Evidence for encounter-conditional, area-restricted search in a preliminary study of colombian blowgun hunters. PLoS ONE 13, e0207633 (2018). · DOI
- Jang, H., Boesch, C., Mundry, R., Ban, S. D. & Janmaat, K. R. L. Travel linearity and speed of human foragers and chimpanzees during their daily search for food in tropical rainforests. Sci. Rep. 9, 11066 (2019). · DOI · Paper page
- Vashro, L., Padilla, L. & Cashdan, E. Sex differences in mobility and spatial cognition. Hum. Nat. 27, 16–34 (2016). · DOI
- Raichlen, D. A. et al. Evidence of Lévy walk foraging patterns in human hunter-gatherers. Proc. Natl Acad. Sci. USA 111, 728–733 (2014). · DOI
- Lindeman, R. L. The trophic-dynamic aspect of ecology. Ecology 23, 399–417 (1942). · DOI · Paper page
- Elton, C. S. Animal Ecology (Univ. Chicago Press, 2001).
- Marlowe, F. The Hadza: Hunter-gatherers of Tanzania (Univ. California Press, 2010).
- Wood, B. M. & Marlowe, F. W. Household and kin provisioning by Hadza men. Hum. Nat. 24, 280–317 (2013). · DOI
- Fritz, H. & Duncan, P. On the carrying capacity for large ungulates of African savanna ecosystems. Proc. Biol. Sci. 256, 77–82 (1994). · DOI
- Wood, B. et al. Hunter-gatherers in context: mammal community composition in a landscape used by Hadza hunter-gatherers and Datoga pastoralists. Preprint at OSF https://doi.org/10.31219/osf.io/pcsxh (2020). · DOI
- Vincent, A. S. Plant foods in savanna environments: a preliminary report of tubers eaten by the Hadza of Northern Tanzania. World Archaeol. 17, 131–148 (1985). · DOI
- Harestad, A. S. & Bunnel, F. L. Home range and body weight–a reevaluation. Ecology 60, 389–402 (1979). · DOI · Paper page
- Carbone, C., Cowlishaw, G., Isaac, N. J. B. & Rowcliffe, J. M. How far do animals go? Determinants of day range in mammals. Am. Nat. 165, 290–297 (2005). · DOI · Paper page
- Wood, B. M., Pontzer, H., Raichlen, D. A. & Marlowe, F. W. Mutualism and manipulation in Hadza–honeyguide interactions. Evol. Hum. Behav. 35, 540–546 (2014). · DOI
- Wood, B. M. & Marlowe, F. W. Toward a reality-based understanding of Hadza men’s work. Hum. Nat. 25, 620–630 (2014). · DOI
- Berbesque, J. C., Wood, B. M., Crittenden, A. N., Mabulla, A. & Marlowe, F. W. Eat first, share later: Hadza hunter–gatherer men consume more while foraging than in central places. Evol. Hum. Behav. 37, 281–286 (2016). · DOI
- Crittenden, A. N., Conklin-Brittain, N. L., Zes, D. A., Schoeninger, M. J. & Marlowe, F. W. Juvenile foraging among the Hadza: implications for human life history. Evol. Hum. Behav. 34, 299–304 (2013). · DOI
- Hawkes, K., O’Connell, J. F. & Jones, N. G. B. Hadza women’s time allocation, offspring provisioning, and the evolution of long postmenopausal life spans. Curr. Anthropol. 38, 551–577 (1997). · DOI
- Umesao, T. Hunting culture of the pastoral Datoga. Kyoto Univ. Afr. Stud. 3, 77–92 (1969).
- Blurton Jones, N. Bushman birth spacing: a test for optimal interbirth intervals. Ethol. Sociobiol. 7, 91–105 (1986). · DOI
- Hegarty, M., Montello, D. R., Richardson, A. E., Ishikawa, T. & Lovelace, K. Spatial abilities at different scales: individual differences in aptitude-test performance and spatial-layout learning. Intelligence 34, 151–176 (2006). · DOI · Paper page
- Blurton Jones, N. Demography and Evolutionary Ecology of Hadza Hunter-Gatherers (Cambridge Univ. Press, 2016). · DOI
- Miner, E. J., Gurven, M., Kaplan, H. & Gaulin, S. J. Sex difference in travel is concentrated in adolescence and tracks reproductive interests. Proc. Biol. Sci. 281, 20141476 (2014).
- Watanabe, S. A widely applicable Bayesian information criterion. J. Mach. Learn. Res. 14, 867–897 (2013).
- Wood, B. M. et al. Step counts from satellites: methods for integrating accelerometer and GPS data for more accurate measures of pedestrian travel. J. Meas. Phys. Behav. 3, 58–66 (2020). · DOI
- Althoff, T., Hicks, J. L., King, A. C., Delp, S. L. & Leskovec, J. Large-scale physical activity data reveal worldwide activity inequality. Nature 547, 336–339 (2017). · DOI · Paper page
- Murdock, G. P. & Provost, C. Factors in the division of labor by sex: a cross-cultural analysis. Ethnology 12, 203–225 (1973). · DOI
- Matthews, M. H. Gender, home range and environmental cognition. Trans. Inst. Br. Geogr. 12, 43–56 (1987). · DOI
- Bassett, D. R., Schneider, P. L. & Huntington, G. E. Physical activity in an Old Order Amish community. Med. Sci. Sports Exerc. 36, 79–85 (2004). · DOI
- Ingersoll, M. A. Sex differences shape the response to infectious diseases. PLoS Pathog. 13, e1006688 (2017). · DOI
- Henrich, J., Heine, S. J. & Norenzayan, A. The weirdest people in the world? Behav. Brain Sci. 33, 61–83 (2010). · DOI · Paper page
- Hawkes, K., Hill, K. & Oconnell, J. F. Why hunters gather—optimal foraging and the Aché of eastern paraguay. Am. Ethnol. 9, 379–398 (1982). · DOI
- Wood, B. M. & Gilby, I. C. in Chimpanzees and Human Evolution (eds Muller, M. N. et al.) Ch. 10 (Harvard Univ. Press, 2017).
- Ruff, C. Sexual dimorphism in human lower limb bone structure: relationship to subsistence strategy and sexual division of labor. J. Hum. Evol. 16, 391–416 (1987). · DOI
- Fedigan, L. M. Vertebrate predation in Cebus capucinus: meat eating in a neotropical monkey. Folia Primatol. 54, 196–205 (1990). · DOI
- Rose, L. M. Vertebrate predation and food-sharing in Cebus and Pan. Int. J. Primatol. 18, 727–765 (1997). · DOI
- Harding, R. S. Ranging patterns of a troop of baboons (Papio anubis) in Kenya. Folia Primatol. 25, 143–185 (1976). · DOI
- Harding, R. S. in Socioecology and Psychology of Primates (ed. Tuttle, R. H.) pp. 245–257 (Mouton Publishers, 1975). · DOI
- Singleton, I. & van Schaik, C. P. Orangutan home range size and its determinants in a Sumatran swamp forest. Int. J. Primatol. 22, 877–911 (2001). · DOI
- Pontzer, H. in Chimpanzees and Human Evolution (eds Muller, M. N. et al.) Ch. 7 (Harvard Univ. Press, 2017).
- Yamagiwa, J. & Mwanza, N. Day-journey length and daily diet of solitary male gorillas in lowland and highland habitats. Int. J. Primatol. 15, 207 (1994). · DOI
- Strandburg-Peshkin, A., Farine, D. R., Couzin, I. D. & Crofoot, M. C. Shared decision-making drives collective movement in wild baboons. Science 348, 1358–1361 (2015). · DOI
- Isbell, L. A., Bidner, L. R., Van Cleave, E. K., Matsumoto-Oda, A. & Crofoot, M. C. GPS-identified vulnerabilities of savannah-woodland primates to leopard predation and their implications for early hominins. J. Hum. Evol. 118, 1–13 (2018). · DOI
- McLean, K. A. et al. Movement patterns of three arboreal primates in a Neotropical moist forest explained by LiDAR-estimated canopy structure. Landsc. Ecol. 31, 1849–1862 (2016). · DOI
- Janmaat, K. R. L., Ban, S. D. & Boesch, C. Chimpanzees use long-term spatial memory to monitor large fruit trees and remember feeding experiences across seasons. Anim. Behav. 86, 1183–1205 (2013). · DOI
- Reyna-Hurtado, R. et al. Primates adjust movement strategies due to changing food availability. Behav. Ecol. 29, 368–376 (2018). · DOI
- Bivand, R. S., Pebesma, E. & Gomez-Rubio, V. Applied Spatial Data Analysis with R (Springer, 2013). · DOI
- Pebesma, E. Simple features for R: Standardized support for spatial vector data. R J. 10, 439–446 (2018). · DOI
- Calenge, C. The package ‘adehabitat’ for the R software: a tool for the analysis of space and habitat use by animals. Ecol. Modell. 197, 516–519 (2006). · DOI
- Crofoot M. C., Kays R. W. & Wikelski, M. Data from: Shared decision-making drives collective movement in wild baboons. Movebank Data Repository https://doi.org/10.5441/001/1.kn0816jn. · DOI
- Hastie, T. J. & Tibshirani, R. J. Generalized Additive Models (CRC Press, 1990).
- Wood, S. N. Thin-plate regression splines. J. R. Stat. Soc. Series B Stat. Methodol. 65, 95–114 (2003). · DOI
- Powell, R. A. in Research Techniques in Animal Ecology: Controversies and Consequences (eds Boitaini, L. & Fuller, T.) Ch. 3 (Columbia Univ. Press, 2000).
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Raichlen, D. A., & Lieberman, D. E. (2022) · Current Biology · doi:10.1016/j.cub.2022.09.030 · Cited by 21
Self-citationForest terrains influence walking kinematics among indigenous Tsimane of the Bolivian Amazon
Holowka, N. B., Kraft, T. S., Wallace, I. J., Gurven, M., & Venkataraman, V. V. (2022) · Evolutionary Human Sciences · doi:10.1017/ehs.2022.13 · Cited by 18
Metadata
- Authors
- Wood, B. M., Harris, J. A., Raichlen, D. A., Pontzer, H., Sayre, K., Sancilio, A., Berbesque, C., Crittenden, A. N., Mabulla, A., McElreath, R., Cashdan, E., & Jones, J. H.
- ORCID
- Venue
- Nature Human Behaviour
- Published
- 2021-01-04
- Volume
- 5
- Issue
- 4
- Pages
- 436-446
- ISSN
- 2397-3374
- PMC
- PMC8060163
- Cited by
- 57
- References
- 6
- Language
- en
- Funders
- Max-Planck-Institut für Evolutionäre Anthropologie
- National Geographic Society
- Arizona State University; The Max Planck Institute for Evolutionary Anthropology
- National Science Foundation (1440867, 0850815, 1440841, 1062879)
- Yale University
- The Max Planck Institute for Evolutionary Anthropology
- The National Science Foundation
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