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Monday 6 August 2018

What We Cannot Blame on Climate Change


Climate change is huge problem, it has significantly impacted the modern world, despite what people may think. Temperatures are rising at an irresponsible rate. This year we have seen wildfires blaze their way across the world, which has been attributed to rising temperatures and dry conditions caused by global warming. Global warming has been linked to rising sea levels, melted ice caps, absurd weather variations and overall changes in the climate. Last week however, it was also linked to an increase in suicide risk. Is this really as clear cut as rising temperature lead to a rise in people taking their own lives?

The article

Well, according to a study, yes. The Guardian ran an article reporting on a study which demonstrated that an increase in heat linked to a spike in suicides within the US and Mexico. They concluded that the 0.7% increase in suicide in the US and 2.1% in Mexico was connected to the average monthly rise of 1 degree Celsius heat.

“Determining whether or not the rate of suicide responds to climatic conditions is important, as suicide alone causes more deaths globally than all forms of violence combined and is among the top 10–15 causes of death globally,”

Luckily, the guardian published the clenching sentence: 

"This kind of study cannot prove a causal link between rising temperature and more suicides."

However, their headline was still ‘Rising temperatures linked to increased suicide rates’, so it’s a bit of a swing and a miss from this journalist. I understand the reasoning in this to grasp peoples attention, but it is also negligent knowing how misleading it is. Other media have been a little less pro-active in warning that correlation doesn’t equate to causation with the Dail FMail claiming that the raising temperatures will cause THOUSANDS OF SUICIDES.

The Study

Now, look at this paper closely. The paper was published in journal Nature Climate Change. The study found a link between temperature and suicide rate, taking into account the a few factors that could affect the suicide rate (i.e. wealth). They used data from the US National Vital Statistic System and Mexico's Instituto Nacional de Estadística y Geografía to obtain monthly suicide rates. They also considered the seasonal variations, ages distribution, wealth and even took into account the news of celebrity suicides around the period. In conjunction with this, researchers tried to look at how the heat may be affecting people by assessing the use of ‘depressive language’ during the higher temperatures. To do this, they assessed over 600million public tweets from 2014 to 2015 from the locations used in this study, using words based on similar research looking at links between tweets and suicides. The research found that as the temperature increased, as did the suicide rate. As the temperature rose by 1 degree Celsius in the US, the suicide rate increased by 0.7% and by 2.1% in Mexico per month. They also found an increase in the tweets that used ‘depressive language’. The researchers have dumbfoundly stated, that their research provides evidence for a link between increased temperatures and increased suicide rates.

Correlation

The approach taken by these researchers was an ecological study, that is, studying a population in a geographical location. Looking at small areas allowed for the researchers to collect and analyse data over longer periods of time. As the researchers looked at averages of the exposures of heat and outcomes throughout the time, rather than the individuals, the data is somewhat meaningless. Many of the US utilises air conditioning, which is used to cool down or heat up a room. It is unknown how many of the individual people had been exposed to the raising temperature, there is no way the researchers could know. Suicide and mental health is one of the most complicated struggles of our time. With more mental health awareness being pushed, more research is being conducted and suicide being associated with more mental health issues. My point there being; it’s too complex to say one thing has caused suicide. This study did not go into the experience of the individuals that had taken their own lives. They didn’t look at the individual factors that lead up to that moment.  When in research we make a discovery, we have to think as to why that has happened. What was the psychological/biological/sociological link as to why the temperature increased the suicide rate? The only attempt to explain this by the researchers was from the twitter data looking at how people’s tweets changed in response to the heat. Those of you familiar with twitter will know that you can tweet anywhere, anytime. Even when on a holiday or visiting family. The data show the researchers that a tweet was in that particular location, but it will not reveal that they are passing through.

Conclusion

If you have made it this far in life without hearing the fallacy ‘correlation doesn’t equal causation’ you have lived under a rock. As a researcher, I find this sentence wholly annoying, simply, because it is true. Research is hard and rarely as cut and dry at this. There are many factors involved in even the simplest of human participation studies that render the most simple findings even shaky at best. There is no proof that suicides have been caused by an increase in temperature by the means of this study. The main design flaw in this study is that the study wasn’t conducted on an individual basis, meaning that it is unknown what drove these people to take their own lives. We have no information about the experience of the individuals. As I have stated, suicide is a very complex thing and is hugely oversimplified here. Climate change is used as a determining factor in a lot of the phenomenons going on around the world at the moment and most of them true, this however, is not one of them.

correlation implies causation
Source

If you do suffer from any form of mental health issue and require help, please seek it. The UK samaritans number is 116123 and further help can be found at https://www.samaritans.org/ and within the NHS. In the US the national Suicide Prevention Hotline can be reached on 1-800-273-8255.