Accounting for the life history structure of fitness in tests for adaptive reproductive acceleration
- 1Northwestern University
Abstract
A prominent developmental plasticity theory proposes that early life adversity accelerates life history trajectories so organisms can maximize fitness in challenging environments. Standard tests of this hypothesis rely on empirical predictions about observable life history variables (e.g., age at first birth), because the proposed internal processes cannot be directly measured. However, the observable proxies are themselves mechanically linked, and regressions that ignore this may conflate causal effects with mechanical relationships among proxies. Here, we develop theory that explicitly justifies some existing empirical tests but rejects others. We integrate an accounting model that incorporates age at first birth, interbirth intervals, and lifespan with an optimization model, to derive the mathematical form that tests of the hypothesis should take. We apply these tests to data from wild female baboons, using early life rainfall as an exogenous proxy for early adversity so that estimates can plausibly be interpreted causally. The accounting model explains >98% of the variation in lifetime reproductive success among females that reproduced. However, our theory-derived tests find no evidence for the reproductive acceleration hypothesis. Our study illustrates the value of formal theory for causal inference in developmental plasticity research, where intertwined measurable variables may be obscured by strictly verbal hypotheses.
Related
- Season-long head acceleration exposure, prior contact-sport history, and cognitive performance in British amateur American football players
- The Apparent Urban Advance in Juvenile Vulpes vulpes Observations Diminishes after Accounting for Switzerland's Elevational Structure
- Porcine Reproductive and Respiratory Syndrome Virus: Adaptive Immunity, Immune Evasion and Emerging Strategies for Disease Control.
- Accounting for spatial structure and surface conditions through in situ soil spectral information: application to soil organic carbon modelling
- Clustered heterogeneity, spiking history and efficient silencing maximize mutual information in adaptive time encoding
BibTeX
@misc{rosenbaum2026accounting,
title = {{Accounting for the life history structure of fitness in tests for adaptive reproductive acceleration}},
author = {S. Rosenbaum and A. Malani},
howpublished = {bioRxiv},
year = {2026},
month = sep,
doi = {10.64898/2026.09.10.750743},
url = {https://www.biorxiv.org/content/10.64898/2026.09.10.750743v1},
note = {CC BY},
}
RIS
TY - UNPB
TI - Accounting for the life history structure of fitness in tests for adaptive reproductive acceleration
AU - S. Rosenbaum
AU - A. Malani
PY - 2026
DA - 2026/09/10
PB - bioRxiv
DO - 10.64898/2026.09.10.750743
UR - https://www.biorxiv.org/content/10.64898/2026.09.10.750743v1
AB - A prominent developmental plasticity theory proposes that early life adversity accelerates life history trajectories so organisms can maximize fitness in challenging environments. Standard tests of this hypothesis rely on empirical predictions about observable life history variables (e.g., age at first birth), because the proposed internal processes cannot be directly measured. However, the observable proxies are themselves mechanically linked, and regressions that ignore this may conflate causal effects with mechanical relationships among proxies. Here, we develop theory that explicitly justifies some existing empirical tests but rejects others. We integrate an accounting model that incorporates age at first birth, interbirth intervals, and lifespan with an optimization model, to derive the mathematical form that tests of the hypothesis should take. We apply these tests to data from wild female baboons, using early life rainfall as an exogenous proxy for early adversity so that estimates can plausibly be interpreted causally. The accounting model explains >98% of the variation in lifetime reproductive success among females that reproduced. However, our theory-derived tests find no evidence for the reproductive acceleration hypothesis. Our study illustrates the value of formal theory for causal inference in developmental plasticity research, where intertwined measurable variables may be obscured by strictly verbal hypotheses.
ER -