ArticlePloS one2015
Future Tense and Economic Decisions: Controlling for Cultural Evolution.
Article in PloS one, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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Who cites it
12 citing papers in PubMed.
- Language and economic behaviour: Future tense use causes less not more temporal discounting.PloS one · 2025Article
- Languages with more speakers tend to be harder to (machine-)learn.Scientific reports · 2023Article
- Languages and future-oriented economic behavior-Experimental evidence for causal effects.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- Neighbours and relatives: accounting for spatial distribution when testing causal hypotheses in cultural evolution.Evolutionary human sciences · 2023Article
- Not When But Whether: Modality and Future Time Reference in English and Dutch.Cognitive science · 2023Article
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- Article
- Imperfect language learning reduces morphological overspecification: Experimental evidence.PloS one · 2022Article
- The effect of language on performance: do gendered languages fail women in maths?NPJ science of learning · 2021Article
- An Interdisciplinary Approach to Understanding the Psychological Impact of Different Grammaticalizations of the Future.Journal of cognition · 2020Article
- Cross-Linguistic Data Formats, advancing data sharing and re-use in comparative linguistics.Scientific data · 2018Article
- Robust, Causal, and Incremental Approaches to Investigating Linguistic Adaptation.Frontiers in psychology · 2018Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A previous study by Chen demonstrates a correlation between languages that grammatically mark future events and their speakers' propensity to save, even after controlling for numerous economic and demographic factors. The implication is that languages which grammatically distinguish the present and the future may bias their speakers to distinguish them psychologically, leading to less future-oriented decision making. However, Chen's original analysis assumed languages are independent. This neglects the fact that languages are related, causing correlations to appear stronger than is warranted (Galton's problem). In this paper, we test the robustness of Chen's correlations to corrections for the geographic and historical relatedness of languages. While the question seems simple, the answer is complex. In general, the statistical correlation between the two variables is weaker when controlling for relatedness. When applying the strictest tests for relatedness, and when data is not aggregated across individuals, the correlation is not significant. However, the correlation did remain reasonably robust under a number of tests. We argue that any claims of synchronic patterns between cultural variables should be tested for spurious correlations, with the kinds of approaches used in this paper. However, experiments or case-studies would be more fruitful avenues for future research on this specific topic, rather than further large-scale cross-cultural correlational studies.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.