Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: What shapes climate change perceptions in Africa? A random forest
  approach   Climate change perceptions are fundamental for adaptation and environmental
policy support. Although Africa is one of the most vulnerable regions to
climate change, little research has focused on how climate change is perceived
in the continent. Using random forest methodology, we analyse Afrobarometer
data (N = 45,732), joint with climatic data, to explore what shapes climate
change perceptions in Africa. We include 5 different dimensions of climate
change perceptions: awareness, belief in its human cause, risk perception, need
to stop it and self-efficacy. Results indicate that perceived agriculture
conditions are crucial for perceiving climate change. Country-level factors and
long-term changes in local weather conditions are among the most important
predictors. Moreover, education level, access to information, poverty,
authoritarian values, and trust in institutions shape individual climate change
perceptions. Demographic effects -- including religion -- seem negligible.
These findings suggest policymakers and environmental communicators how to
frame climate change in Africa to raise awareness, gather public support and
induce adaptation.

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The categories of this paper are: mtrl-th
2
The categories of this paper are: math
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The categories of this paper are: adap-org
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The categories of this paper are: bayes-an
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The categories of this paper are: alg-geom
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The categories of this paper are: cmp-lg
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The categories of this paper are: q-alg
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The categories of this paper are: math-ph
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The categories of this paper are: gr-qc
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The categories of this paper are: hep-lat
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The categories of this paper are: hep-ex
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The categories of this paper are: atom-ph
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The categories of this paper are: chao-dyn
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The categories of this paper are: ao-sci
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The categories of this paper are: patt-sol
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The categories of this paper are: plasm-ph