Washington State University
February 26, 2026
Wood et al. (2023)
Values averaged from the Ache, Agta, Hadza, Hiwi, and !Kung (Davison and Gurven 2021)
Total energy expenditure (TEE) from global samples using doubly labeled water (Pontzer et al. 2021; Bajunaid et al. 2025)
Kraft et al. (2021)
| Skill ontogeny | \(b_1\) | 50% | 95% |
|---|---|---|---|
| Fast | 0.40 | 10 | 17 |
| Medium | 0.25 | 15 | 27 |
| Slow | 0.15 | 20 | 40 |
The mismatch?
At age 50:
It’s parent absence, not father absence, that mattered
Relatively rapid reproduction of slow developing, energetically expensive offspring threatened to plunge families into energy deficit
Young couples without kids produced a surplus, perhaps subsidizing the wife’s younger siblings (bride service)
Menopause limited family size to a sustainable level
Maturing offspring began to support themselves early on
Older parents with few offspring produced a surplus, subsidizing their children’s families
Results are generally consistent with ECM and the grandmother hypothesis
Mismatch: In WEIRD societies, kids often don’t support themselves or their siblings, motivating smaller families?
\[ \mathrm{productivity}(age) = \mathrm{TEE}_{prop} \mathrm{strength}(age)^\alpha \mathrm{skill}(age)^{1 - \alpha} \qquad(1)\]
\[ \mathrm{strength}(age, sex) = \frac{\mathrm{weight}(age, sex) (1 - e^{b_0 (age_{\mathrm{max}}-age)})}{\mathrm{weight}_{\mathrm{max}}} \qquad(2)\]
\[ \mathrm{skill}(age) = \frac{1}{1 - e^{-b_1(age - age_{50})}} (1 - e^{b_0(age_{\mathrm{max}}-age)}) \qquad(3)\]