As we’ve learned (ad nauseum) basing causal claims on a simple bivariate relationship is fraught with potential roadblocks. Even though there may be a strong, and statistically significant, relationship between an independent and dependent variable, if we haven’t controlled for potentially confounding variables, we can not state with any measure of confidence that the putative relationship between the IV and DV is causal. We should always statistically control for any (and all) potentially confounding variables.
Additionally, it is often desirable to dig deeper into the data and find out if the units-of-analysis are fundamentally different on the basis of some other variable. Below you may find two plots–each of which shows the relationship between margin of victory and electoral turnout (by electoral district) for the 2017 British Columbia provincial election. The first graph plots a simple bivariate relationship, while the second plot breaks that initial relationship down by political party (which party won the electoral district). It could conceivably be the case that the relationship between turnout and margin of victory varies across the values of political party. That is, the relationship may hold in those electoral districts where party A won, but not hold in those in which party B won.
We can see here that there is little evidence to suggest a difference in the relationship based on which party won the electoral district. Can you think of another `third’ variable that may cause the relationship between turnout and margin of victory to be systematically different across different values of that variable? What about rural-versus-urban electoral districts?
Here are the plots:
We noted today in lecture that Polity IV gives countries like the United States very high scores on the ”democraticness” variable, even during periods when a majority of the adult population–African-Americans, and women–were legally not allowed to vote. While Switzerland (1971) was the last European democracy to grant universal suffrage for women, Portugal was the last European country to do so (1976)–Portugal was run by a military dictatorship during in the early years of the 1970s.
In this era of social media abuse and bullying, it’s interesting to learn about some of the abuse hurled at the Suffragettes:
I read a somewhat troubling story this morning about Canadian citizens who have previously not only been registered to vote, but who have voted, and are no longer registered with Elections Canada. Here is an excerpt:
Delaney Ryan is a 23-year-old anthropology student at Simon Fraser University. Unlike many of her contemporaries, she voted in both the last provincial and federal elections. She meets all the criteria for voter registration, having her driver’s licence and maintaining the same address since voting in those elections.
She can’t understand why, then, this time, she wasn’t registered on the voters list.
“I had heard rumours about people not being registered, and a friend’s Facebook page had postings on it of other people finding out they were suddenly no longer registered. A lot of these people seemed to be in the same demographic as me. So I went online (to the Elections Canada website) and checked, and I wasn’t on it, either.
“So I had to reapply for registration.”
So, go to the Elections Canada website and verify that you are registered to vote this October 19.
When political scientists engage in studies of political phenomena there are many approaches that they may take. One oft-used approach is the so-called most similar systems design. This approach tries to “control for concomitant variation.” What does that mean? In social research it is difficult to clear cause-and-effect relationships because phenomena are complex and multi-faceted. Thus, if we wanted to determine why, for example, Canada is a relatively enduring and stable democracy, and Azerbaijan is not, one potential reason could be the relatively different histories of the two countries–Canada is a former British colony, while Azerbaijan was a former republic in the Soviet Union (which was a communist state).
Could this be the reason? Possibly. But, there are so many other differences between Canada and Azerbaijan that could also be the cause of the divergent outcomes regarding present political regime. Which one of these myriad differences, then, is the true cause of the difference between Canada and Azerbaijan regarding the level of democracy in each? (Indeed, the answer may not be mono-causal, but more complex and multi-causal.)
This is why many comparativists use the most similar systems design. By selecting units (countries) that are as similar as possible, they can control for many other potential causes for the alleged divergence in outcomes across the political phenomenon of interest.
So, let’s look at Canada and Australia–two countries that are quite similar in many respects: former British colonies, large land masses with relatively small populations, multi-cultural, constitutional monarchies, parliamentary democracies, economies reliant on natural resources, neither of which has won FIFA’s World Cup (men or women), etc. The two countries, differ, however, in levels of voting participation. Whereas barely 60% of eligible Canadians vote in federal elections, the corresponding figure for Australia is well over 90%. Do Aussies simply value political participation more than Canadians? Hardly! Australia has a mandatory voting law, which penalizes (monetarily) those who do not vote.
Should Canada enact a mandatory voting law? What do you think? Is it anti-democratic to force citizens to participate in the democratic process?
As we learned in class today, voting is the most conventional form of political activity. Although an ever-increasing number of citizens in advanced industrial economies refuses to vote, still a majority of citizens gets out and votes during national elections. But, for a majority of these voters, voting is the extent of their political activity.
What can we say about most non-voters and the reasons that they don’t vote? Well, fortunately, pollsters and academics have tried to answer this question. Let’s take a look at the Canadian federal election from 2011. In that election, only 61.1% of eligible voters bothered to vote. To determine why Canadians were not voting, Elections Canada, in conjunction with the monthly Labour Force Survey, asked those who didn’t vote their main reason for not doing so. Here are the results:
Canadian Federal Election 2011
What do you think about these results? Below is an excerpt from an interview of Russell Brand on BBC, in which the actor/comedian explains why it is that he refuses to vote in elections in Great Britain. [By the way, he has since changed his views on voting.]
Election results in the United States are mostly final and the Republican Party has had a big night, capturing control of the US Senate, which combined with a Republican-controlled House of Representative means that President Barack Obama will face a united (in party name, at least) Republican Congress upon the opening of the new Congressional session–the 114th–which meets for the first time in early January of next year.
The New York Times has a handy graphic, summarizing the disconcerting results (from the perspective of climate change politics) of exit polls earlier today. This seems to be disheartening news to those who wish to see the United States government become more proactive in the are of climate politics and climate change. As you can see, while six in 10 voters said that climate change is a problem, fully 83\% of the partisans of the majority party in Congress believe the same.
Last week we discussed the role of domestic politics–institutions, electoral systems, partisanship, etc.,–on national political leaders’ attitudes towards and policies on climate change. We noted that the Canadian federal governments stance toward mitigation and adaptation changed dramatically upon the ascension of the Conservatives to power in 2006 (a minority government). The majority government that Harper was able to win in 2011 signalled the death knell for Canada’s involvement in the Kyoto process as Harper’s government reneged on Canada’s obligations quickly thereafter.
The United States, meanwhile, enters the final week of the biennial “midterm elections”, with most candidates (and the public) focused on issues other than climate change. When climate change is mentioned, however, the candidates responses are not reassuring. Have a look at this video for an impressive compilation of candidates’ responses to whether they believe in the existence of anthropogenic climate change. Incidentally, for a comprehensive debunking of Representative Steve Pearce’s claim that 31,000 scientists signed a petition claiming that there was no global warming, click here.
One of the local rags is reporting on a new article (click here for a link to the abstract) in the journal, Global Environmental Change, written jointly by Ekaterina Rhodes, Jonn Axsen, and Mark Jaccard of the School of Resource and Environmental Management at Simon Fraser University.
British Columbians are largely unaware of government climate policies…
An online survey of 475 people found only one in four people could name a single climate policy and among those who could, nearly all of them named the Carbon Tax applied to fossil fuels in B.C.
Only one respondent named the astonishingly effective Renewable & Low Carbon Fuel Requirements Regulation that is responsible for one quarter of our reduction in carbon emissions since 2007. After the policy was explained, 90 per cent of respondents supported the idea.
The study challenges the notion touted by some politicians and most environmental groups that knowledge of climate science and well-informed citizen support are required to implement effective climate policy, said co-author Jonn Axsen, a professor specializing in sustainable energy systems.
In addition to citizens being non-informed about environmental policies, the authors come up with three additional important conclusions:
- Regulations achieve the highest citizen support, carbon tax the lowest.
- Citizen awareness and knowledge are not associated with higher policy support.
- Providing policy information does not increase citizen support.
The second bulleted point above is interesting, implying an inherent tension between what the public prefers–regulation–and what policy-makers prefer–taxation. Policy-makers prefer taxation not only because it is relatively simple policy to implement, but also because it is economically efficient, allowing consumers and producers to place the “correct” value and costs, respectively, on carbon.
By the way, did you know that Canadians are the most scientifically literate people in the world?
The useful DesmogCanada blog has an informative new post up, describing the results of a new report issued by the Canadian Geothermal Energy Association, which claims that there is enough untapped geothermal energy in British Columbia to power the whole province. Although there are some drawbacks to using geothermal power as a dominant energy source, there are many advantages, the most important of which (from an environmental perspective) is that geothermal energy is virtually carbon-free! (For a short demonstration of how geothermal energy is produced and transported, see the video clip below.} From DesmogCanada:
Geothermal power plants provide a firm source of base load power, similar to a hydro dam. Dr. Stephen Grasby, a geochemist with Natural Resources Canada, says the environmental footprint of geothermal energy is smaller than other renewable energy sources, such as wind and hydro.
“For instance, the surface area required to have developments like a wind farm, that takes a large surface area and has other associated issues with things like bird kill,” he said. Geothermal energy requires only a well and a heat exchange system.
“Drilling is relatively low impact,” he said, adding with a laugh, “worst case scenario is you accidentally discover oil or something.”
According to the CanGEA report
, BC has “enormous potential to produce geothermal power,” which makes it shameful that Canada is “currently the only major country
located along the Pacific Rim’s Ring of Fire not producing geothermal energy”. Why is this? There are many factors, but the political power of oil and gas interests is certainly an important impediment to constructing a carbon-free, environmentally-sustainable source of energy for our province.
I’m not certain that it’s cause for sustained consternation, but a few of my students (it was more than three) referred to the University of Sheffield’s Hayley Stevenson as a he in their most recent assignments. You may listen to her in the clip below addressing the topic of climate change and democracy. Not surprisingly, Professor Stevenson implicitly rejects my proposal of a global benevolent dictator (take that USA, China, and Stephen Harper) tasked with creating the global climate regime necessary to combat the potential effects of climate change. Stevenson prefers more democracy to less.