ArticleFutures2025
Using AI to model future societal instability.
Article in Futures, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
This paper develops a model that aims to pinpoint the future structural constraints facing a number of countries and the instability that may result from these constraints. The model uses existing datasets and extrapolates major patterns several decades into the future based on past patterns. Contrary to predictions of looming crisis in certain states by Turchin and others, the argument is that a more likely scenario is an increasing inability to cope with the combination of fiscal constraints that limit state revenue in the face of rising social spending. The paper is based on a four-way comparison between the United States, Sweden, India and China. These four cases provide a wide range of possibilities for comparative-historical analysis and forecasting. In the most likely scenario, a shrinking working-age population leads to a spending crisis in China and to social tensions in other countries. The paper makes three contributions: the first is to offer an alternative to Turchin's prediction of political crisis in the US and beyond. The second is to extend predictions for societal instability beyond rich Western countries. The third is to demonstrate how our model can be compared with Turchin's using AI tools.
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Registered trials
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.