Causal complexity in human research: On the shared challenges of behavior genetics, medical genetics, and environmentally oriented social science
- PMID: 37694936
- DOI: 10.1017/S0140525X23000833
Causal complexity in human research: On the shared challenges of behavior genetics, medical genetics, and environmentally oriented social science
Abstract
We received 23 spirited commentaries on our target article from across the disciplines of philosophy, economics, evolutionary genetics, molecular biology, criminology, epidemiology, and law. We organize our reply around three overarching questions: (1) What is a cause? (2) How are randomized controlled trials (RCTs) and within-family genome-wide association studies (GWASs) alike and unalike? (3) Is behavior genetics a qualitatively different enterprise? Throughout our discussion of these questions, we advocate for the idea that behavior genetics shares many of the same pitfalls and promises as environmentally oriented research, medical genetics, and other arenas of the social and behavioral sciences.
Comment on
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Genes, genomes, and developmental process.Behav Brain Sci. 2023 Sep 11;46:e204. doi: 10.1017/S0140525X22002199. Behav Brain Sci. 2023. PMID: 37694896
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Human genomic data have different statistical properties than the data of randomised controlled trials.Behav Brain Sci. 2023 Sep 11;46:e184. doi: 10.1017/S0140525X22002229. Behav Brain Sci. 2023. PMID: 37694897
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Causal dispositionalism in behaviour genetics.Behav Brain Sci. 2023 Sep 11;46:e188. doi: 10.1017/S0140525X22002060. Behav Brain Sci. 2023. PMID: 37694898
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Addressing genetic essentialism: Sharpening context in behavior genetics.Behav Brain Sci. 2023 Sep 11;46:e187. doi: 10.1017/S0140525X22002266. Behav Brain Sci. 2023. PMID: 37694902
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Shallow versus deep genetic causes.Behav Brain Sci. 2023 Sep 11;46:e201. doi: 10.1017/S0140525X22002114. Behav Brain Sci. 2023. PMID: 37694904
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Building causal knowledge in behavior genetics without racial/ethnic diversity will result in weak causal knowledge.Behav Brain Sci. 2023 Sep 11;46:e202. doi: 10.1017/S0140525X22002163. Behav Brain Sci. 2023. PMID: 37694905
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Theory matters for identifying a causal role for genetic factors in socioeconomic outcomes.Behav Brain Sci. 2023 Sep 11;46:e189. doi: 10.1017/S0140525X22002084. Behav Brain Sci. 2023. PMID: 37694908
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All that glisters is not gold: Genetics and social science.Behav Brain Sci. 2023 Sep 11;46:e186. doi: 10.1017/S0140525X22002217. Behav Brain Sci. 2023. PMID: 37694909 Free PMC article.
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Behavior genetics and randomized controlled trials: A misleading analogy.Behav Brain Sci. 2023 Sep 11;46:e193. doi: 10.1017/S0140525X22002187. Behav Brain Sci. 2023. PMID: 37694910
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Genetics can inform causation, but the concepts and language we use matters.Behav Brain Sci. 2023 Sep 11;46:e191. doi: 10.1017/S0140525X22002175. Behav Brain Sci. 2023. PMID: 37694911 Free PMC article.
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The providential randomisation of genotypes.Behav Brain Sci. 2023 Sep 11;46:e197. doi: 10.1017/S0140525X2200214X. Behav Brain Sci. 2023. PMID: 37694914
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When local causes are more explanatorily useful.Behav Brain Sci. 2023 Sep 11;46:e185. doi: 10.1017/S0140525X22002072. Behav Brain Sci. 2023. PMID: 37694919
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Meeting counterfactual causality criteria is not the problem.Behav Brain Sci. 2023 Sep 11;46:e195. doi: 10.1017/S0140525X22002138. Behav Brain Sci. 2023. PMID: 37694921
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Where not to look for targets of social reforms and interventions, according to behavioral genetics.Behav Brain Sci. 2023 Sep 11;46:e190. doi: 10.1017/S0140525X22002059. Behav Brain Sci. 2023. PMID: 37694926
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Benefits of hereditarian insights for mate choice and parenting.Behav Brain Sci. 2023 Sep 11;46:e196. doi: 10.1017/S0140525X22002102. Behav Brain Sci. 2023. PMID: 37694927
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Polygene risk scores and randomized experiments.Behav Brain Sci. 2023 Sep 11;46:e198. doi: 10.1017/S0140525X22002151. Behav Brain Sci. 2023. PMID: 37694930
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Drowning in shallow causality.Behav Brain Sci. 2023 Sep 11;46:e199. doi: 10.1017/S0140525X22002278. Behav Brain Sci. 2023. PMID: 37694932
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On the big list of causes.Behav Brain Sci. 2023 Sep 11;46:e205. doi: 10.1017/S0140525X22002096. Behav Brain Sci. 2023. PMID: 37694933
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A disanalogy with RCTs and its implications for second-generation causal knowledge.Behav Brain Sci. 2023 Sep 11;46:e194. doi: 10.1017/S0140525X22002242. Behav Brain Sci. 2023. PMID: 37694935
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Genome-wide association study and the randomized controlled trial: A false equivalence.Behav Brain Sci. 2023 Sep 11;46:e200. doi: 10.1017/S0140525X22002230. Behav Brain Sci. 2023. PMID: 37694937
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Extensions of the causal framework to Mendelian randomisation and gene-environment interaction.Behav Brain Sci. 2023 Sep 11;46:e192. doi: 10.1017/S0140525X22002205. Behav Brain Sci. 2023. PMID: 37694938
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Behavior genetics: Causality as a dialectical pursuit.Behav Brain Sci. 2023 Sep 11;46:e203. doi: 10.1017/S0140525X22002254. Behav Brain Sci. 2023. PMID: 37694939
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