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Sampling Bias in Climate-Conflict Research

Jack Hays

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A new paper in Nature Climate Change highlights problems in research attempting to link conflict and climate change. To me, this is another example of the pitfalls that come from mixing advocacy and science.


Remember when ‘climate change’ was the reason for the Syrian war? Never mind…

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. . . There is a new study from the University of Melbourne, the Georg Eckert Institute and Freie Universität which has found several problems with research related to assessing the propensity for war amid environmental changes due to ‘global warming’.
The paper, just published in Nature Climate Change, demonstrates that much of current research on the topic (such as what was pushed by the Guardian article) suffers from a multitude of flaws and bias. The study points out that making predictions regarding future conflicts must be based on unbiased research efforts, and this is something that has not been done very well so far. . . .

Here is the new study: https://www.nature.com/articles/s41558-018-0068-2
Sampling bias in climate–conflict research, Nature Climate Change (2018).
Abstract
Critics have argued that the evidence of an association between climate change and conflict is flawed because the research relies on a dependent variable sampling strategy. Similarly, it has been hypothesized that convenience of access biases the sample of cases studied (the ‘streetlight effect’). This also gives rise to claims that the climate–conflict literature stigmatizes some places as being more ‘naturally’ violent. Yet there has been no proof of such sampling patterns. Here we test whether climate–conflict research is based on such a biased sample through a systematic review of the literature. We demonstrate that research on climate change and violent conflict suffers from a streetlight effect. Further, studies which focus on a small number of cases in particular are strongly informed by cases where there has been conflict, do not sample on the independent variables (climate impact or risk), and hence tend to find some association between these two variables. These biases mean that research on climate change and conflict primarily focuses on a few accessible regions, overstates the links between both phenomena and cannot explain peaceful outcomes from climate change. This could result in maladaptive responses in those places that are stigmatized as being inherently more prone to climate-induced violence.


 
A new paper in Nature Climate Change highlights problems in research attempting to link conflict and climate change. To me, this is another example of the pitfalls that come from mixing advocacy and science.


Remember when ‘climate change’ was the reason for the Syrian war? Never mind…

Continue reading →

. . . There is a new study from the University of Melbourne, the Georg Eckert Institute and Freie Universität which has found several problems with research related to assessing the propensity for war amid environmental changes due to ‘global warming’.
The paper, just published in Nature Climate Change, demonstrates that much of current research on the topic (such as what was pushed by the Guardian article) suffers from a multitude of flaws and bias. The study points out that making predictions regarding future conflicts must be based on unbiased research efforts, and this is something that has not been done very well so far. . . .

Here is the new study: https://www.nature.com/articles/s41558-018-0068-2
Sampling bias in climate–conflict research, Nature Climate Change (2018).
Abstract
Critics have argued that the evidence of an association between climate change and conflict is flawed because the research relies on a dependent variable sampling strategy. Similarly, it has been hypothesized that convenience of access biases the sample of cases studied (the ‘streetlight effect’). This also gives rise to claims that the climate–conflict literature stigmatizes some places as being more ‘naturally’ violent. Yet there has been no proof of such sampling patterns. Here we test whether climate–conflict research is based on such a biased sample through a systematic review of the literature. We demonstrate that research on climate change and violent conflict suffers from a streetlight effect. Further, studies which focus on a small number of cases in particular are strongly informed by cases where there has been conflict, do not sample on the independent variables (climate impact or risk), and hence tend to find some association between these two variables. These biases mean that research on climate change and conflict primarily focuses on a few accessible regions, overstates the links between both phenomena and cannot explain peaceful outcomes from climate change. This could result in maladaptive responses in those places that are stigmatized as being inherently more prone to climate-induced violence.



I looked over the article, and don't see the point of it. I didn't read all of it though as it didn't interest me. Nature Climate Change is one of my paid journal subsriptions.
 
I looked over the article, and don't see the point of it. I didn't read all of it though as it didn't interest me. Nature Climate Change is one of my paid journal subsriptions.

I learned the term "streetlight effect."
 
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