ideología y política condiciones ideológicas que afectan el comportamiento electoral en méxico
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Ideology and political awareness: Under what conditions ideology affects voting behavior in Mexico?
The 2012 presidential election in Mexico
Rodrigo Castro Cornejo
Department of Political Science University of Notre Dame 217 O'Shaughnessy Hall Notre Dame, IN 46556
Abstract: In this paper using data from the 2012 CIDE-Comparative Study of Electoral Systems (CSES) I found that the effect of ideology on vote choice is contingent upon specific conditions. Specifically, I find that voters’ ideological orientations on vote choice are stronger when voters are aware of the ideological differences between parties. And the effect is stronger when the perceived ideological difference is larger. This finding is relevant because it confirms that in an increasingly institutionalized party system, voters become aware of what major parties represent ideologically and this information is relevant when choosing among political alternatives at election time.
Draft: Sept 2013
Please do not quote without the author’s permission Paper prepared for presentation at the 7º Congreso Latinoamericano de Ciencia Política, Bogotá,
Colombia, Sept , 2013.
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The goal of my paper is to explain how ideology (IV) affects voting behavior (DV) in
Mexico. While some authors argue that there is a strong relationship between individual
ideological orientations and voter’s choices (Moreno 2006), others scholars have shown that the
impact of the left-right ideological continuum is contingent upon the polarized character of the
campaign (Beltrán, 2009). In this paper I argue that ideology matters, but the effects are
contingent under specific conditions. In particular, the effect of voters’ ideological orientations
on vote choice will be stronger when voters are aware of the ideological differences between
parties. To test this hypothesis I will use the dataset of the 2012 CIDE-Comparative Study of
Electoral Systems (CSES) post-electoral study which is a collaborative program of research
among election study teams from around the world that include a common module of survey
questions in their post-election studies.
This paper is structured in the following way. In the first section I will refer to the
literature that posits that voters’ ideological preferences have a direct impact on their electoral
decisions. Second, I will present the testable hypothesis of this paper, and explain the
methodology to test them. In the third section, I will present my models and results for the 2012
presidential election in Mexico, where I find that voters’ ideological preferences had a significant
impact on their vote choice, especially among voters that are aware of ideological differences
among political parties. This finding is relevant because it confirms that in an increasingly
institutionalized party system, voters are aware of what major parties represent programmatically
and ideologically (Mainwaring and Scully, 1995), and this information is relevant when taking
electoral decisions.
3
1. Ideology and vote choice A basic assumption in the literature about voting behavior is that voters tend to minimize
the cost of acquiring information (Downs 1957). In this regard, voters will use informational
cues or heuristics, which are simplifications about complex aspects of political competition, in
order to make electoral decisions (Erikson, Macuen and Stimson, 2002; Lupia y McCubbins,
1998; Page and Shapiro, 1992; Popkin, 1994; Sniderman, Brody and Tetlock, 1991). Party
identification and ideology are the most common cues used by voters to choose among
alternatives and evaluate parties, candidates, and their policies.
In this respect, ideology is a tightly constrained belief system that provides a relatively
stable perspective from which an individual can think about major questions in public policy
(Converse 1964). A common assumption in the literature is that ideology is an attitude structure.
The literature defines attitude structure as a “common element” that “underlies the ways that an
individual reacts to different political issues” (203). The central psychological function of this
structure is to link specific opinions and general value orientations. Lewis-Beck et al (2008)
argue that we should think of attitude structures as hierarchically organized mental constructs.
In this sense, ideology is a set of beliefs and evaluations that are crystallized, interlocked,
and broad in scope. Furthermore, an ideological attitude structure is grounded in broad
assumptions about the nature of society and appropriate social objectives; namely, an ideology
summarizes a person’s overall stance toward the political world (Lewis-Beck et al 2008, 207).
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1.1. When should we expect that ideology will affect vote choice? The literature on mass opinion constraint identifies sources of constraint that may tie
mass political orientations together horizontally (typing various types of issue attitudes together
into something approaching a single ideological dimension) or vertically (truing the core values
to particular policy attitudes and then to political behavior) (Campbell et al, The American Voter,
Zaller 1972) and affect political behavior.
Converse (1964) identifies three key sources of constraint: logical, psychological and
social. Carmines and Stimson (1989) add a fourth source of constraint that is political: an
electoral constraint. The logical constraint can be a potent source of opinion constraint when
there is an inherent rationale for the relationship between political objects, so that simply
“thinking” about a set of idea-elements may held them together. But Converse argues that it is
rarely a source of constraint in the mass public, because most citizens think little about politics
and have limited knowledge of most political objects. Additionally, such logic is less likely to be
clearly perceived under some conditions. For example, it may be “logical” that the PAN --that is
usually portrayed as the most “conservative” party-- should have conservative ideological
positions. Nonetheless, although the PAN usually support traditional moral policies, it is less
clear that the PAN follows a clear neoliberal agenda, especially among the most “Christian
Democrat” members of the party. And this pattern repeats between the other two major parties in
Mexico.
Psychological and social factors do not depend on high levels of political information or
knowledge, but on personal experiences. Psychological constraints tie attitudes together when
life experiences package attitudes with group identifications. Nonetheless, group identifications
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linked to political parties are less clear in Mexico than in American politics in which unions, or
religious communities and traditions have strong connections with political parties.
According to Carmines and Stimson (1989), when parties and candidates emphasize and
take clearly distinct stands on particular policy issues, the horizontal and vertical connection
between attitudes towards the issues, related socio-demographic orientations and political
behavior tend to increase. At the individual level, citizens who care about policy issues and
recognize party and candidate differences on them display greater constraint with regard to those
issues than do other citizens. This is where this papers stands. I expect that the influence of
ideology on vote choice should be stronger among voters that are aware of the ideological
differences between political parties in Mexico.
1.2. Ideology in Mexico Ideological orientations seem to play a key role in explaining the process through which
citizens evaluate and made their political decisions. In other words, the left-right continuum
serves as a simple and efficient mechanism of political space through which citizens and political
parties communicate (Knight 1985; Fuchs and Klingemann 1990; Hinich and Munger 1994).
Nonetheless, countries that have recently experienced transition to democracy and, therefore,
with a shorter period of democratic experience have had less exposure to ideological information
structured by "left/right" concepts. Is in this context where a case like Mexico is particularly
interesting.
Mexico’s transition to democracy came to a critical point in 2000, when the presidential
election brought political alternation after 71 years of a hegemonic party system led by the
Institutional Revolutionary Party (PRI) who was defeated by Vicente Fox, the National Action
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Party (PAN) candidate. In this sense, as argued by Moreno (1999), the democratic-authoritarian
dimension of political competition was only temporary; its centrality to party competition was
bounded by the permanence of the ruling party in power. All that had changed by 2006, when the
PAN was the incumbent party and the PRI suffered a dramatic drop in electoral support, and
ranked a distant third in the national vote share. The PAN won the presidency and the leftist
Party of the Democratic Revolution (PRD) reached the second place, with only 0.56% of
difference of the national vote share. The 2006 presidential election was the first time in post
hegemonic-party era that the left-right dimension became relevant in the political debate.
In fact, Moreno finds a remarkable redistribution of the left-right self-placement scale:
“there is a changing underlying meaning of left and right, from a regime cleavage that dominated
the early stages of party competition in the 1990`s, to a left-right divide that increasingly relies
on economic issues” (Moreno 2006). Which confirms a similar pattern in new democracies in
Latin America and in post-soviet Eastern Europe in which the left-right labels are increasingly
relevant as a tool or political heuristic of political parties and candidates to communicate.
Nonetheless, as argued by Zechmeister and Corral (2013), although ideological labels are
theoretically useful tools with which individuals engage in politics, their actual significance
varies. Specifically, they find that, although education, political interest, and political
sophistication help citizens place themselves on the ideological continuum, context also matters
such that polarization (positively), fragmentation (negatively), and volatility (negatively) affect
left–right response. In this way, we can conceive that ideological labels in Latin America hold
important potential for orienting citizens within the political arena, but their utility is constrained
in important ways at both the individual and contextual levels.
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This echoes a similar finding by Beltran (2009) regarding the 2006 Mexican presidential
election and how context has strong influence on the utility of ideological orientations among
voters. Beltrán suggests that ideological views had some impact on the electoral choice,
particularly through the influence of the polarized character of the campaign. The empirical
evidence shows that the correct location of the candidates had different effects on the
contenders. Locating López Obrador as a left-wing candidate resulted in a lower probability
of voting for him, whereas the correct location of the incumbent Felipe Calderón increased the
probability of casting a vote favorable to him.
1.3. Ideology and vote choice (1997-2012) In the following graphs I show how ideological orientations have shaped vote choice
across time since 19971. Interestingly, ideology is not statistically significant in 1997, but other
factors tend to explain vote choice. In 2000, 2003 and 2006 elections, and following the
expectations of an increasingly institutionalized party system, ideology became statistically
significant but only when assessing the vote for the PRD (center-left party) relative to the PAN
(center-right party). In the case of the 2012, the same pattern continues, ideology is substantively
and statistically significant relative to the PRD. In other words, there are no clear ideological
differences between panistas and priístas.
In the case of the PAN there is an interesting pattern (see graph). In the following graph,
the predicted probabilities for 1997, 2000 and 2003 show that the PAN received votes from
leftist, centrist and rightists voters, there is no slope or variation across ideology. It is until 2006,
1 1997, 2003, and 2009 were legislative elections. Meanwhile, 2000, 2006, and 2012 were presidential elections. The models that I ran to produce these graphs are located in the Appendix: Table A1, A2 and A3.
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2009, and 2012 (although weaker) when the PAN began receiving more votes from the rightist
voters.
Quite the opposite in the case of the PRI, meanwhile in the elections before 2006 this
party tended to receive more votes from rightists voters, in 2006 and 2009 the slope is almost
marginal, there is no variation across ideology when voting for the PRI. But interestingly, in the
2012 presidential election, when the PRI returned to power, the PRI received votes from the
most rightist voters. In other words, it seem that the PRI gain that part of the electorate that in the
last two elections (2006 and 2009) were supporting the PAN.
0.2
.4.6
.81
PAN
0 2 4 6 8 10
1997
0.2
.4.6
.81
PAN
0 2 4 6 8 10
2000
0.2
.4.6
.81
PAN
0 2 4 6 8 10
2003
0.2
.4.6
.81
PAN
0 2 4 6 8 10
2006
0.2
.4.6
.81
PAN
0 2 4 6 8 10
2009
0.2
.4.6
.81
PAN
0 2 4 6 8 10
2012
Ideology - 0: left, 10:right
Predicted probabilitiesPAN: Ideology and Vote Choice (1997-2012)
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And finally, in the case of the PRD, this party has always received more voters from the
left. With these results we confirm that ideology is becoming more relevant among the electorate
after the collapse of the hegemonic-party system led by the PRI, turning the left-right dimension
a relevant variable. But the 2012 change slightly the scenario. The PAN is still gaining more
votes from the right, but less than in the ideological and polarized 2006 presidential election and
the 2009 legislative election. The PRI is returning to a pre-2000 scenario (before they lost the
presidential power), winning voters votes especially from the most rightist voters. And the PRD
continues to win votes from the leftists voters, and this relationship is stronger in 2012.
0.2
.4.6
.81
PRI
0 2 4 6 8 10
1997
0.2
.4.6
.81
PRI
0 2 4 6 8 10
2000
0.2
.4.6
.81
PRI
0 2 4 6 8 10
2003
0.2
.4.6
.81
PRI
0 2 4 6 8 10
2006
0.2
.4.6
.81
PRI
0 2 4 6 8 10
2009
0.2
.4.6
.81
PRI
0 2 4 6 8 10
2012
Ideology - 0: left, 10:right
Predicted probabilitiesPRI: Ideology and Vote Choice (1997-2012)
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2. Hypothesis and empirical strategy In this paper I argue that the impact of ideology on vote choice will be stronger among
those voters that are aware of the ideological differences between major political parties.
According to the 2012 CIDE-Comparative Study of Electoral Systems (CSES) post-electoral
study, voters do perceive ideological differences between them. In the next graph I report the
ideological position of political parties. The PRD is the most leftist party perceived among the
electorate; it is located on the 3.4 of the 0-10 ideological scale. Interestingly, the PAN is located
on the right of the scale (6.5), but slightly at the left of the PRI (7.1). This location is interesting
because since 2000, when the PRI lost the presidential power, the PAN was viewed as the most
rightist political party in Mexico (see graph). In other words, the PRI ideological location is
returning to a pre-2000 scenario, before they lost the presidential power.
0.2
.4.6
.81
PRD
0 2 4 6 8 10
1997
0.2
.4.6
.81
PRD
0 2 4 6 8 10
2000
0.2
.4.6
.81
PRD
0 2 4 6 8 10
2003
0.2
.4.6
.81
PRD
0 2 4 6 8 10
2006
0.2
.4.6
.81
PRD
0 2 4 6 8 10
2009
0.2
.4.6
.81
PRD
0 2 4 6 8 10
2012
Ideology - 0: left, 10:right
Predicted probabilitiesPRD: Ideology and Vote Choice (1997-2012)
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In this context, the main hypothesis of this paper is the following: Hypothesis: The effect of ideology on vote choice will be stronger among those voters that are aware of the ideological differences between major political parties The dependent variable of this paper is vote choice. In Mexico there are three relevant
political parties: PAN, PRI and PRD2. Because of that I will run multinomial logistic regression.
2 The DV also includes a fourth category “other political parties” that only represents a marginal percent of the sample. I have excluded those cases in my analysis..
PRD PRIPAN
0 1 2 3 4 5 6 7 8 9 10
Ideological scale 0: left; 10: right
2012 Presidential Election
Ideological position of political parties
PAN PRI PRD
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12
Multinomial logistic regression is used when the dependent variable is nominal, in other words,
there is a set of categories that cannot be ordered in any meaningful way and consists of more
than two categories3. One of the categories of the dependent variable is designated as the
reference category. In my models, vote for the PRI is the reference category. From a theoretical
and also empirical reason, no categories were necessary to be combined. In fact, I computed LR
tests of whether two outcomes can be combined and rejected the null hypothesis that all
coefficients except intercepts associated with a given pair of alternatives are 0.
IDEOLOGY will be operationalized with the following question of the Comparative
Study of Electoral Systems (CSES) survey: “In politics people sometimes talk of left and right.
Where would you place yourself on a scale from 0 to 10 where 0 means the left and 10 means the
right”. The next graph shows the distribution of the Mexican electorate in the 2012 presidential
election. The mean is 6.6 (std dev = 2.7) which clearly illustrates that voters were closer to the
right.
3 For a DV with M categories, this requires the calculation of M-1 equations, one for each category relative to the reference category, to describe the relationship between the DV and the IVs.
010
2030
40
0 1 2 3 4 5 6 7 8 9 10Ideology (Left-Right)
2012: Ideological self-placement (%)
13
To evaluate if the electorate is aware of the ideological distance of the major political
parties, I used the following question: “In politics people sometimes talk of left and right. Using
the scale the following scale where 0 means left and 10 means right. Where would you place
the…?”. It is important to mention that I have tested two alternative ways to operationalize
awareness. In the first case, I calculate the absolute difference between the ideological position
(IDEOLOGICAL DIFFERENCE) of Mexican parties:
IDEOLOGICAL DIFFERENCE: | Ideological position PAN – Ideological position PRD |
IDEOLOGICAL DIFFERENCE: | Ideological position PRI – Ideological position PRD |
With this operationalization I will be able to evaluate if IDEOLOGY has a stronger impact on
vote choice among voters that perceive differences between parties. Since it is the absolute
difference, I do not assume if this is the correct ideological difference between the major political
parties, I only evaluate the impact of perceiving an ideological distance between them.
The second operationalization is slightly different. I assume that, in fact, the PRD is the
leftist political party in Mexico and the PRI and the PAN are located at the right of the
ideological scale relatively to the PRD. Then I calculate the difference between each pair. For
example, between the PAN (right) and the PRD (left); positive values imply a correct ideological
difference perceived by the respondent, negative values imply an incorrect ideological
difference. With this operationalization, I will not only be able to test if, in fact, IDEOLOGY has
a stronger impact on vote choice among voters that perceive differences between parties, but
also, I will verify if a correct perceived ideological difference encourages a stronger effect of
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IDEOLOGY on vote choice. I call this difference the SUBSTANTIVE IDEOLOGICAL
DIFFERENCE4:
SUBSTANTIVE IDEOLOGICAL DIFF.: Ideological position PAN – Ideological position PRD
SUBSTANTIVE IDEOLOGICAL DIFF.: Ideological position PRI – Ideological position PRD
My models will also include PARTY ID since it is considered as one of the most stable
characteristics of the Mexican electorate and a good predictor of voting behavior (Domínguez y
McCann 1995, Poiré 1999, Moreno 2003, Estrada 2005, Moreno and Méndez 2007, Moreno
2007, Guardado 2009). I include in my models j-1 dummy variables of party identification: PAN,
PRD, and INDEPENDENTS (PRI is the base category). Additionally, I will include control
variables such as GENDER, AGE and EDUCATION.
2012 presidential election – Descriptive statistics
Variable Obs Mean Std. Dev. Min Max Ideology 1812 6.6 2.7 0 10
Party ID: PAN 2312 0.1 0.3 0 1 Party ID: PRI 2312 0.2 0.4 0 1 Party ID: PRD 2312 0.1 0.3 0 1
Party ID: Independent 2312 0.6 0.5 0 1 Ideological Difference |PRI-PRD| 1769 4.9 3.3 0 10
Substantive Ideological Diff. PRI-PRD 1769 3.7 4.6 -10 10 Ideological Difference |PAN-PRD| 1750 4.5 3.3 0 10
Substantive Ideological Diff. PAN-PRD 1750 3.2 4.6 -10 10 Age 2400 0.6 0.5 0 1
Education 2400 42.7 16.8 18 98 Female 2387 3.9 2.1 0 9
4 In the Appendix, I report the distribution of both variables: IDEOLOGICAL DIFFERENCE and SUBSTATANTIVE IDEOLOGICAL DIFFERENCE.
15
3. Results
In this first section I will present the results of the multinomial logistic regressions
models; the parameter estimates are relative to the referent group (PRI). In the 2012 presidential
election, the left-right dimension was empirically and substantively relevant among the
electorate. Ideology is statistically significant to the 0.1% level (model 1), for the vote for the
PRI relative to PRD. This remains statistically significant even when controlling for additional
variables such as party identification, age, education and gender (model 2 and 3). Between the
PRI and the PAN, ideology is not statistically significant.
Multinomial Logistic regression Dependent Variable: VOTE CHOICE (PRI base category)
(1) (2) (3)
PAN PRD PAN PRD PAN PRD
Ideology 0.02 -0.39*** 0.01 -0.33*** 0.01 -0.33***
(0.03) (0.03) (0.03) (0.03) (0.04) (0.03) Party ID: PAN 5.56*** 2.31*** 5.58*** 2.33***
(0.48) (0.47) (0.48) (0.47) Party ID: PRD 2.96*** 5.81*** 3.12*** 5.95***
(0.80) (0.48) (0.80) (0.49) Party ID: Independent 3.67*** 3.06*** 3.75*** 3.18***
(0.46) (0.36) (0.46) (0.36) Education 0.21*** 0.16***
(0.04) (0.05) Age 0.01* 0.02***
(0.01) (0.01) Female 0.15 -0.20
(0.17) (0.18) Constant -0.81*** 1.90*** -4.27*** -1.27*** -5.72*** -2.70***
(0.23) (0.18) (0.53) (0.40) (0.67) (0.59)
Observations 1,456 1,456 1,412 1,412 1,405 1,405
Pseudo R-squared 0.102 0.102 0.363 0.363 0.375 0.375 Standard errors in parentheses *** p<0.01, ** p<0.05, * p<0.1
The substantive importance of ideology is even clearer when estimating predicted
probabilities. For example, if a voter self-placement in the ideological scale is 0 (leftist), this
16
voter has a probability of 0.21 to vote for the PRI but if the voter self-placement is 10 (right) the
probability increases to 0.68. In other words, there is an amount of change of 0.47 when ideology
changes from the minimum value to the maximum. In the case of the PRD the amount of change
is -0.64 and for the PAN is 0.17. As referred in the introduction of this paper, it is relevant that
the PRI, and not the PAN, benefited from rightist voters, which is a big change when compared
with previous presidential and legislative elections when the PAN tend to receive most of their
votes from this part of the electorate.
IDEOLOGY (range 0-10): Changes in Probabilities for Vote choice (DV)
Average Change PAN PRD PRI
Min->Max* 0.43 0.17 -0.64 0.47 *Discrete change of ideology: from its minimum to its maximum
In the following lines I will evaluate if the effect of ideology on vote choice is stronger
among voters that are aware of the ideological differences between major political parties.
0.2
.4.6
.81
0 2 4 6 8 10Ideological scale
PAN PRI PRD
Predicted Probabilities
2012: Ideology and Vote Choice
17
Regarding the pair PRI v. PRD, in the following model I evaluate the interaction between
IDEOLOGY and IDEOLOGICAL DIFFERENCE which is the absolute difference between the
perceived ideological position of the PRI and the perceived ideological position of the PRD. In
other words, I will evaluate the conditional effect of perceived ideological differences between
parties on the electoral impact of ideology.
Logistic regression
DV: Vote choice (PRI v. PRD)
(1) (2) (3) (4)
Ideology (left-right) 0.30*** 0.23*** 0.32*** 0.27***
(0.06) (0.07) (0.04) (0.05) Ideological difference
|PRI-PRD| -0.10 (0.06)
-0.14* (0.08)
Ideology* Ideological difference |PRI-PRD|
0.02** (0.01)
0.02* (0.01)
Substantive Ideological difference PRI-PRD
-0.11** (0.05)
-0.10* (0.06)
Ideology* Substantive Ideological difference PRI-PRD
0.05*** (0.01)
0.05*** (0.01)
Party ID: PRI 2.21*** 1.80***
(0.49) (0.52) Party ID: PRD -3.58*** -3.26***
(0.49) (0.52) Party ID: Independents -0.92** -1.05***
(0.36) (0.39) Education -0.13** -0.16***
(0.05) (0.06) Age -0.02*** -0.02**
(0.01) (0.01) Female 0.08 0.17
(0.19) (0.21) Constant -1.45*** 1.03 -1.99*** 0.49
(0.37) (0.70) (0.28) (0.66)
Observations 1,018 981 1,018 981 Pseudo R-squared 0.202 0.438 0.370 0.523
Standard errors in parentheses *** p<0.01, ** p<0.05, * p<0.1
In this regard, I find that the interaction is statistically significant to the 0.05% level
(model 1), and remains statistically significant now at the 0.1% level when controlling for
18
additional variables (model 2). In other words, when the respondent perceives ideological
differences between the PRI and the PRD, ideology has a stronger impact on vote choice. The
substantive importance of perceived ideological differences between parties is even clearer in the
following graph. For example, the probability of voting for the PRI is stronger among rightists
voters if the respondents perceives ideological differences vis-à-vis the PRD.
When evaluating the interaction between IDEOLOGY and SUBSTANTIVE
IDEOLOGICAL DIFFERENCE I found stronger results, which are statistically significant at the
0.01% level. In other words, the probability of voting for the PRI among rightists voters is
stronger among respondents that are aware of the correct ideological position between the PRI
and the PRD (in other words, PRD at the left of the PRI), and the effect of ideology on vote
choice is stronger when the perceived ideological difference between both parties is larger5 (see
graph).
5 The largest possible difference is 10. If the respondent does not perceive any ideological difference between the two parties then |PRI-PRD| = 0.
0.2
.4.6
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Pr(V
ote=
PRI)
0 1 2 3 4 5 6 7 8 9 10
|PRI-PRD|=0 |PRI-PRD|=5
|PRI-PRD|=10
Absolute difference
0.2
.4.6
.81
Pr(V
ote=
PRI)
0 1 2 3 4 5 6 7 8 9 10
PRI-PRD=0 PRI-PRD=5
PRI-PRD=10
Substantive difference
PRI v. PRDAwareness of ideological differences
19
Regarding the pair PAN v. PRD, I find stronger results. The interaction between
IDEOLOGY and IDEOLOGICAL DIFFERENCE is statistically significant to the 0.01% level
even when controlling for additional variables (model 1 and 2). In other words, when the
respondent perceives ideological differences between the PAN and the PRD, ideology has a
stronger impact on vote choice.
Logistic regression
DV: Vote choice (PAN v. PRD)
(1) (2) (3) (4)
Ideology (left-right) 0.15** 0.13* 0.23*** 0.22***
(0.06) (0.08) (0.04) (0.05) Ideological difference
|PAN-PRD| -0.20** (0.08)
-0.18** (0.09)
Ideology* Ideological difference |PAN-PRD|
0.04*** (0.01)
0.04*** (0.01)
Substantive Ideological difference PAN-PRD
-0.25*** (0.05)
-0.17*** (0.06)
Ideology* Substantive Ideological difference PAN-PRD
0.08*** (0.01)
0.06*** (0.01)
Party ID: PRI -2.80*** -2.65***
(0.67) (0.72) Party ID: PRD -6.34*** -5.39***
(0.79) (0.80) Party ID: Independents -2.47*** -2.21***
(0.33) (0.36) Education 0.01 -0.04
(0.06) (0.06) Age -0.01 -0.01
(0.01) (0.01) Female 0.29 0.34
(0.22) (0.24)
Constant -1.46*** 1.19 -2.11*** 0.41
(0.43) (0.80) (0.28) (0.72)
Observations 712 690 712 690 Pseudo R-squared 0.233 0.448 0.415 0.534
Standard errors in parentheses *** p<0.01, ** p<0.05, * p<0.1
When evaluating the interaction between IDEOLOGY and SUBSTANTIVE
IDEOLOGICAL DIFFERENCE I also found strong results, which are statistically significant to
20
the 0.01% level. The probability of voting for the PAN among rightists voters is stronger among
respondents that are aware of the correct ideological position between the PAN and the PRD (in
other words, PRD at the left of the PAN), and the effect of ideology on vote choice is stronger
when the perceived ideological difference between both parties is larger (see graph).
4. Conclusions
In this paper I found that voters’ ideological orientations on vote choice are stronger
when voters are aware of the ideological differences between parties. And the effect is stronger
when the perceived ideological difference is larger. This finding is relevant because it brings
attention to the specific conditions under which we should expect that ideology impacts voters’
electoral decision: when parties and candidates emphasize and take clearly distinct stands on
particular policy issues, and at the individual level, when citizens care about policy issues and
recognize party and candidate differences on them. It also confirms that in an increasingly
0.2
.4.6
.81
Pr(V
ote=
PAN
)
0 1 2 3 4 5 6 7 8 9 10Ideology
|PAN-PRD|=0 |PAN-PRD|=5
|PAN-PRD|=10
Absolute Difference
0.2
.4.6
.81
Pr(V
ote=
PAN
)
0 1 2 3 4 5 6 7 8 9 10Ideology
PAN-PRD=0 PAN-PRD=5
PAN-PRD=10
Substantive Difference
PAN v. PRDAwareness of ideological differences
21
institutionalized party system, voters become aware of what major parties represent ideologically
and this information is relevant when choosing among political alternatives at election time.
5. References Beltrán, Ulises (2009), “Ideología y polarización en la elección del 2006”, Política y Gobierno, special
volume, pp. 176-198. Downs, Anthony (1957), An Economic Theory of Democracy, Nueva York, Harper. Erikson, Robert S., Michael MacKuen y James A. Stimson (2002), The Macro Polity, Cambridge,
Cambridge University Press. Lewis-Beck, Michael S., William G. Jacoby, Helmut Norpoth, and Herbert F. Weisberg. 2008. The American Voter Revisited. Ann Arbor, MI: University of Michigan Press. Moreno, Alejandro (1999a), “Ideología y voto: Dimensiones de competencia
política en México en los noventa”, Política y Gobierno, VI (1), pp. 45-81.
______ (1999b), “Campaign Awareness and Voting in the 1997 Mexican Congressional Elections”, Jorge I. Domínguez y Alejandro Poiré (eds.), The Transformation of Mexico’s Parties: Campaigns, Elections, and Public Opinion, Nueva York, Routledge.
______ (2003), El votante mexicano, México, Fondo de Cultura Económica. ______(2006) Changing ideological dimensions of party competition in Mexico, 1900-2006, MIT
Department of Political Science Colloquium, November 30, 2006. Long, J. Scott and Jeremy Freese (2005) Regression Models for Categorical Outcomes Using Stata. Second Edition. College Station, TX: Stata Press. Lupia, Arthur y Matthew D. McCubbins (1998), The Democratic Dilemma: Can Citizens Learn what they
Need to Know? Political Economy of Institutions and Decisions, Cambridge y Nueva York, Cambridge University Press.
Lupia, Arthur, Matthew McCubbins y Samuel L. Popkin (eds.) (2001), Elements of Reason: Cognition,
Choice and the Bounds of Rationality, Cambridge University Press. Page, Benjamin I. y Robert Y. Shapiro (1992), The Rational Public, Chicago, University of Chicago
Press. Popkin, Samuel L. (1994), The Reasoning Voter: Communication and Persuasion in Presidential
Campaigns, 2nd. ed., Chicago, University of Chicago Press. Sniderman, Paul, Richard A. Brody, y Phillip Tetlock (eds.) (1991), Reasoning and Choice: Explorations
in Political Psychology, Cambridge, Cambridge University Press.
22
Appendix
Table A1: Multinomial logistic regression DV: Vote choice (PAN v. PRI)
1997 2000 2003 2006 2009 2012 Ideology 0.08** 0.03 -0.03 -0.10** -0.13*** -0.01 (0.04) (0.03) (0.03) (0.05) (0.04) (0.04)
Party ID: PAN -7.07*** -4.01*** -4.96*** -5.39*** -5.19*** -5.58*** (0.81) (0.36) (0.39) (0.47) (0.32) (0.48)
Party ID: PRD -3.10*** -2.57*** -3.43*** -1.64* -2.54*** -3.12*** (0.73) (0.59) (0.67) (0.95) (0.59) (0.80)
Party ID: Independents -3.28*** -2.22*** -2.90*** -3.10*** -3.02*** -3.75*** (0.39) (0.21) (0.35) (0.31) (0.28) (0.46)
Education -0.20*** -0.12*** -0.08* -0.08 -0.02 -0.21*** (0.06) (0.04) (0.05) (0.06) (0.04) (0.04)
Age -0.24 -0.09 0.01 -0.00 0.00 -0.01* (0.14) (0.11) (0.01) (0.01) (0.01) (0.01)
Female 0.28 0.21 -0.19 0.03 -0.26 -0.15 (0.24) (0.19) (0.20) (0.24) (0.17) (0.17)
Constant 4.10*** 1.64*** 3.44*** 3.20*** 4.54*** 5.72*** (0.74) (0.53) (0.62) (0.72) (0.58) (0.67)
Observations 970 924 864 974 1,347 1,405 Pseudo R-squared 0.432 0.283 0.362 0.459 0.417 0.375
Standard errors in parentheses *** p<0.01, ** p<0.05, * p<0.1
23
Table A2: Multinomial logistic regression DV: Vote choice (PAN v. PRD)
1997 2000 2003 2006 2009 2012
Ideology -0.08** -0.13*** -0.12*** -0.16*** -0.26*** -0.34*** (0.03) (0.04) (0.04) (0.04) (0.05) (0.04)
Party ID: PAN -3.67*** -0.82 -1.66** -2.64*** -3.76*** -3.25*** (0.69) (0.64) (0.66) (0.48) (0.63) (0.64)
Party ID: PRD 3.28*** 3.68*** 3.25*** 4.76*** 3.07*** 2.83*** (0.65) (0.60) (0.72) (0.81) (0.60) (0.82)
Party ID: Independents 0.03 0.82 0.37 -0.04 -0.76* -0.57 (0.48) (0.54) (0.61) (0.39) (0.40) (0.57)
Education -0.20*** -0.04 -0.06 0.07 0.06 -0.05 (0.05) (0.05) (0.06) (0.05) (0.06) (0.05)
Age -0.37*** -0.01 0.01 -0.01 0.02* 0.01 (0.13) (0.14) (0.01) (0.01) (0.01) (0.01)
Female -0.34 -0.04 -0.15 -0.19 0.08 -0.34* (0.22) (0.24) (0.25) (0.21) (0.24) (0.19)
Constant 2.99*** -1.37* -0.07 1.05 0.74 3.02*** (0.73) (0.80) (0.86) (0.68) (0.80) (0.78) Observations 970 924 864 974 1,347 1,405 Pseudo R-squared 0.432 0.283 0.362 0.459 0.417 0.375
Standard errors in parentheses *** p<0.01, ** p<0.05, * p<0.1
24
Table A3: Multinomial logistic regression DV: Vote choice (PRI v. PRD)
1997 2000 2003 2006 2009 2012
Ideology -0.16*** -0.15*** -0.09** -0.06 -0.12*** -0.33*** (0.03) (0.04) (0.04) (0.04) (0.04) (0.03)
Party ID: PAN 3.41*** 3.18*** 3.30*** 2.74*** 1.42** 2.33*** (0.92) (0.69) (0.61) (0.57) (0.60) (0.47)
Party ID: PRD 6.38*** 6.25*** 6.67*** 6.41*** 5.62*** 5.95*** (0.55) (0.73) (0.69) (0.66) (0.42) (0.49)
Party ID: Independents 3.31*** 3.05*** 3.27*** 3.06*** 2.26*** 3.18*** (0.33) (0.54) (0.53) (0.34) (0.31) (0.36)
Education -0.00 0.07 0.02 0.15** 0.08 0.16*** (0.05) (0.06) (0.06) (0.06) (0.06) (0.05)
Age -0.13 0.09 -0.00 -0.00 0.02* 0.02*** (0.13) (0.17) (0.01) (0.01) (0.01) (0.01)
Female -0.62*** -0.25 0.04 -0.21 0.35 -0.20 (0.22) (0.27) (0.25) (0.26) (0.22) (0.18)
Constant -1.11* -3.01*** -3.50*** -2.15*** -3.80*** -2.70*** (0.61) (0.87) (0.81) (0.73) (0.69) (0.59)
Observations 970 924 864 974 1,347 1,405 Pseudo R-squared 0.432 0.283 0.362 0.459 0.417 0.375
Standard errors in parentheses *** p<0.01, ** p<0.05, * p<0.1
25
05
1015
Perc
ent
0 1 2 3 4 5 6 7 8 9 10Ideological difference
O: no difference; 10: largest difference
Ideological difference: PRI v. PRD
05
1015
Perc
ent
-10 -9 -8 -7 -6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8 9 10Ideological difference
negative: incorrect ideological difference; positive: correct ideological difference
Substantive ideological difference: PRI v. PRD
26
05
1015
Perc
ent
0 1 2 3 4 5 6 7 8 9 10Ideological difference
O: no difference; 10: largest difference
Ideological difference: PAN v. PRD
05
1015
Perc
ent
-10 -9 -8 -7 -6 -5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8 9 10Ideological difference
negative: incorrect ideological difference; positive: correct ideological difference
Substantive ideological difference: PAN v. PRD