Tuesday 5 August 2014

Comparing NDP Performance in the 416 during the 2011 and 2014 Provincial Elections

The 2014 Ontario Election set an interesting tone for the NDP in downtown Toronto. Of the five ridings in the 416 that were held by the NDP, only two were able to survive the Ontario Liberal Party's surge to a majority government. Ironically, the NDP's rightward positioning in their election platform resulted in victories in the ridings of Windsor-West, Sudbury, and Oshawa. Each of these ridings play host to large concentrations of working-class individuals and families.

So what happened to the NDP in Toronto? My personal riding of Trinity-Spadina alone saw the Ontario Liberals beating long-time NDP incumbent Rosario Marchese by 9,200 votes. Marchese had represented the area since 1990 after defeating Liberal candidate Bob Wong in what was then the riding of Fort York.

I wanted to take a deeper, more quantitative look at what took place in the four individual ridings that the NDP lost to the Liberals in downtown Toronto. Borrowing from the work of Ryan Pike, a graduate student at the University of Calgary and a contributor to Tom Flanagan's analysis of the 2012 Calgary-Centre by-election in his book Winning Power, I examine the geographic tendencies that occurred in the distribution of the vote at the polling district level between the two provincial elections of 2011 and 2014. Statistical correlations were used to examine the percentage of the vote each party received in each polling district in four downtown Toronto ridings with itself and with the other major parties. The correlation coefficient tables can be found below.

The reader should note that this analysis was made possible due to the relative similarity of the boundaries identifying polling districts in each riding for both elections. On average, there were roughly five or so more polling districts in 2014 than there were in 2011. However, this was adjusted for by merging geographically similar polls to create an equal number of polling districts for both election years.

The four ridings that this analysis looked at include Trinity-Spadina, Davenport, Beaches East-York, and Parkdale High-Park. Toronto-Danforth was not chosen for this analysis as the NDP incumbent Peter Tabuns significantly outperformed his colleagues in the 416 and had won by a (relatively) comfortable margin of 3,200 votes. Although NDP candidate Cheri DiNovo won her riding of Parkdale-High Park, her margin of victory was very slim.

When we examine how well each party did in 2011 with itself in 2014, all parties experienced primarily large, positive, and highly statistically significant relationships. This means that the relative patterns of strength remained similar for each party, even if the absolute numbers showed that voters were more favourable of the OLP. This is an interesting finding as the NDP received far fewer votes in three of four ridings in 2014 even if polling districts show large strong NDP correlations.

One of the more interesting finding from this examination shows that in all four ridings, the correlation strength between the 2011 and 2014 NDP performance is not only large - its larger than the OLP's correlation with its own performance in the same election years. Analysis shows that the NDP tended to do rather well in the same polling districts in which they had done well in 2011. This means that geographically, long-time NDP voters were more likely to support their own party than traditional Liberal voters supporting the OLP, but there were not enough of these strong/loyal NDP supporters in each of these ridings for the NDP to maintain control. It should be noted that turnout was roughly 3% higher in the 2014 election than in the 2011 election. These “new” 2014 voters may have largely voted Liberal in these ridings which may help explain the final results.  

The analysis found that in two of the four ridings, there was a stronger negative correlation between 2011 Liberal voters and voting for the NDP in 2014, than 2011 NDP voters voting for the OLP in 2014. This means that someone who voted Liberal in 2011 was statistically less likely to vote for the NDP in 2014 as opposed to someone who voted NDP in 2011 voting for the Liberals in 2014.

Initially I was quite confused as to why there was such a strong positive relationship between the 2011 and 2014 NDP vote. However, I took a look at some publicly released polls to help situate my findings within the attitudes and beliefs of the electorate. Abacus Data's June 11th poll in which 69% of respondents who voted NDP in 2011 stated that they would vote NDP in 2014, while 73% of individuals who voted OLP in 2011 stated that they would vote OLP in 2014. This finding in particular may help explain my findings in the paragraph above.

Taking the above into account, how could the NDP perform well in the same polling districts in 2014 as in 2011 but still lose three (almost four) of their five ridings? I believe that these losses may have been the result of the overall number of 'weak' NDP supporters in the downtown area. Almost every NDP candidate across the 416 heard virtually the same thing from supporters at the door: “I usually vote NDP but I don't know if I can again in this election. This budget is just too good. Why did we call this election in the first place”? The strong, positive and significant findings from the analysis shows that die-hard NDP supporters did in fact come out to support their party on Election Day, but the actual election results show that a large number of those who voted NDP in 2011 were weak enough in their convictions that they chose to vote against their party in favour of the Liberals. The polling districts that the NDP did well in during the 2014 election were largely home to stronger NDP areas of the city but there were not enough strong NDP voters throughout the riding to guarantee an NDP win.

There are many reasons why large numbers of downtown Toronto NDP supporters could have defected in this past election. One reason may be that these weak NDP supporters may have voted with their wallets by supporting a budget that they believed would serve them best. Alternatively, 416 NDP supporters may have been upset with Andrea Horwath's leadership and performance in the legislature - more specifically her decision to dissolve the legislature and trigger the election, especially when she was presented with a budget that (theoretically) satisfied much of the NDP base. Both of these explanations can be rooted in the Bloc-Recursive Model's assumptions that leadership evaluation and economic considerations are among the two biggest variables that influence the way a voter casts their ballot and may help explain why so many NDP supporters defected en masse.

Geography, however, might be a much more useful variable to take into account. More specifically, I am referring to the very staunch divide between Ontarians living in Toronto and the rest of Ontario. Due to Toronto's urban and metropolitan nature, weak NDP partisans in the downtown 416 may have identify themselves as being progressive first and with a political party second. This segment of voters may have seen the NDP in 2011 as best representing their progressive values, however, these voters may have been both seduced by the Liberal Party's framing and disciplined communication of the their 'progressive' budget while being dismayed by the NDP's rightward positioning in their platform. This Toronto-elsewhere paradigm might also explain why gains were made in working-class ridings outside of the GTA, even as the NDP was positioning itself more to the right. Although further research is needed, I would assume that Torontonians are more likely to identify themselves as progressive as opposed to other urban centres throughout the province. The more distant ridings of Windsor, Sudbury and to a certain extent Oshawa saw voters who held different attitudes, beliefs, and norms than those of the 416. Correlation coefficient analysis of these ridings would be beneficial to help confirm this.

Another interesting finding to note is that in all four ridings, there is a positive correlation in 2011 and 2014 polling districts between the OLP and PCs. One reason why this may be the case is that, on average, there were a number of voters in both PC and OLP camps may have casted their ballot for the party to the left/right. These defections, however, were not large enough to impact final results. These leftward shifts by 2011 PC voters may have also contributed the OLP successes in these ridings.


Although polling data would provide more insight, I personally believe this 'blending' of the two parties may have been a result of the following: Liberals may have been angry at their government's mismanagement (or certainly perceived mismanagement) of the government. Alternatively, PC supporters may have been angry with Hudak himself (leadership evaluation) or his party's poorly communicated austerity policies (economic considerations). However, it is important to note that only three of these correlations were statistically significant. PC supporters were more likely to go towards the OLP than any other party while Greens were more likely to go to the NDP more than any other party. 



All poll-level data for this analysis was obtained from the official 2011 Provincial Election results and the unofficial 2014 Provincial Election Results from Elections Ontario.

Trinity Spadina

Lib 11
NDP 11
PC 11
Green 11
Lib 14
.24***
-.23***
.14*
-.08
NDP 14
-.40***
.44***
-.35***
.13*
PC 14
.39***
-.42***
.41***
-.31***
Green 14
-0.26***
.18**
-.25***
.51***
* Sig. <.05 ** Sig. <.01 *** Sig. <.001
Source: Elections Ontario

Davenport

Lib 11
NDP 11
PC 11
Green 11
Lib 14
.52***
-.49***
.11
-.26***
NDP 14
-.49***
.55***
-.27***
.22**
PC 14
.28***
-.45***
.43***
-.06
Green 14
-.44***
.44***
-.12
0.18*
* Sig. <.05 ** Sig. <.01 *** Sig. <.001
Source: Elections Ontario

Beaches East-York

Lib 11
NDP 11
PC 11
Green 11
Lib 14
.58***
-.40***
-.27***
.06
NDP 14
-.54***
0.64***
-.18*
-.16*
PC 14
.05
-0.42***
.66***
-.01
Green 14
.08
-.16
.02
.40***
* Sig. <.05 ** Sig. <.01 *** Sig. <.001
Source: Elections Ontario

Parkdale High-Park

Lib 11
NDP 11
PC 11
Green 11
Lib 14
.58***
-.65***
.48***
-.21**
NDP 14
-.53***
.79***
-.72***
.19**
PC 14
.27***
-.67***
.78***
-.17*
Green 14
-.05
.03
-.11
.33***
* Sig. <.05 ** Sig. <.01 *** Sig. <.001
Source: Elections Ontario