A face on the story These days, you have to struggle [...] Someone - - PowerPoint PPT Presentation

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A face on the story These days, you have to struggle [...] Someone - - PowerPoint PPT Presentation

C LEAVAGE R EVISITED Income Inequality and the Influence of Value Orientations on the Vote Constantin Manuel Bosancianu Doctoral School of Political Science, Public Policy, and International Relations Central European University European


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CLEAVAGE REVISITED

Income Inequality and the Influence of Value Orientations on the Vote Constantin Manuel Bosancianu

Doctoral School of Political Science, Public Policy, and International Relations Central European University

European Political Science Association Annual Meeting Edinburgh, Scotland: June 20, 2014

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 1 / 24

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Introduction

A face on the story

These days, you have to struggle [...] Someone who makes two hundred or three hundred thousand a year, who eats a regular meal, who doesn’t have to struggle, who doesn’t worry if the lights are going to be turned out–if he doesn’t walk in your shoes, he can’t understand. (Barbie Snodgrass, OH, 2008)

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 2 / 24

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Introduction

A face on the story

Such a change in party allegiance across a vast section of the electorate takes decades to achieve, and to undo. But this year should mark the beginning of a reverse migration. [...] wages have stayed flat while income inequality has increased; the numbers of uninsured have soared; unemployment recently passed six per cent, its highest level since the early nineteen-nineties; gas and heating-oil prices have doubled, while basic food prices have gone up by fifty per cent; and the country’s financial system has come closer to collapse than at any moment since 1929. (George Packer, “The Hardest Vote”, The New Yorker, October 2008)

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 3 / 24

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Class voting

Class voting in decline

For some time, the ability of social cleavages to structure the vote has been weakening (Achterberg, 2006; Nieuwbeerta, 1996; but, see Brooks, Nieuwbeerta, & Manza, 2006; van der Waal, Achterberg, & Houtman, 2007). New factors have partially replaced them such as value

  • rientations or candidate evaluations.

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 4 / 24

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Class voting

Explanations for the trend

Political parties Voters’ considerations Growing affluence and cognitive mobilization of the working class; Value change (Inglehart, 1990); New social cleavages, based

  • n gender, race, language, or region.

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 5 / 24

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Class voting

Explanations for the trend

Political parties Voters’ considerations “Dilemma of electoral socialism” (Przeworski & Sprague, 1986); Parties have the power to provide frames of interpretation for events.

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 6 / 24

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Class voting

Explanations for the trend

Political parties Voters’ considerations Economic conditions A more holistic perspective, focusing on constraints and dynamics of the voter–party dyad. Economic conditions (unemployment, immigration) shape both the parties’ and voters’ choice set (Arzheimer, 2009; Knigge, 1998; Lubbers, Gijsberts, & Scheepers, 2002).

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 7 / 24

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Hypotheses, data, and methods

Hypotheses

Income inequality could act as one of these external factors, primarily shaping voters’ choice considerations, by...

◮ Amplifying the impact of socio-economic factors (income,

education) on the vote choice (H1);

◮ Amplifying the impact of Left–Right materialist

  • rientations on the vote (H2);

◮ Muting the impact of authoritarian orientations (H3).

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 8 / 24

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Hypotheses, data, and methods

Data

◮ Individual-level data: World Values Surveys, six-waves

(1981–2013), covering 26 OECD nations;

◮ Party-level data: Comparative Manifesto Project, version

2013b;1

◮ Inequality data: Frederick Solt’s SWIID dataset, version 4.0.

1To match voters’ electoral preference with party characteristics

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 9 / 24

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Hypotheses, data, and methods

Gini index

Two types of Gini were constructed (Fairbrother, 2014):

◮ Cross-sectional – average over-time Gini for each country;

20, 30, 40 ⇒ 30, 30, 30

◮ Longitudinal – compute year deviations from this average.

20, 30, 40 ⇒ −10, 0, 10

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 10 / 24

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Hypotheses, data, and methods

Methods

3-level mixed-effects model, where the dependent variable is choice for a party of the Left versus one of the Right. The substantive interest is in the cross-level interactions between income inequality and income, education, or value

  • rientations.

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 11 / 24

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Results

Individual-level predictors

Their effect confirms the findings of previous investigations: Variable Direction Age + Gender n.s. Education

  • Married
  • Income
  • Religiosity
  • Economic progressiveness

+ Authoritarian orientation

  • Effect of predictors of voting for Left party.

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 12 / 24

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Results

Income inequality

No evidence of a direct effect on the probability of voting for the Left (see Meltzer & Richard, 1981), although there are faint clues that the effects are different in a cross-sectional and longitudinal perspective (Fairbrother & Martin, 2013).

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 13 / 24

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Results

Moderation effect

Weak support for H1 and H3. Interaction with... β Education

  • 0.03∗

(0.01) Income

  • 0.01

(0.01) Economic progressiveness 0.03 (0.02) Authoritarian orientation 0.17† (0.11)

Effect of predictors of voting for Left party (‘*’ p<.05, ‘†’ p<.1).

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 14 / 24

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Results

Visualizing interactions

−0.1 0.0 0.1 0.2 Low Medium High

Income inequality Effect of education

Effect of education on vote intention at different levels of inequality.

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 15 / 24

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Results

Visualizing interactions

−4 −3 −2 −1 Low Medium High

Income inequality Effect of authoritarian orientation

Effect of authoritarianism on vote intention at different levels of inequality.

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 16 / 24

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Results

Visualizing interactions

  • 0.2

0.4 0.6 0.8 1 4 7 10

Authoritarian orientation Probability of voting Left

Values of Gini

  • Very low

Low Medium low Medium high High Very high

Predicted probabilities of voting for Left at different levels of authoritarianism and inequality.

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 17 / 24

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Discussion

Additional tests

Refining the model by adding additional country-level predictors (party polarization, unemployment rate, or GDP per capita) strengthens the conclusions: only H1 and H3 are supported by the evidence. Using a different data source for Gini2 leads to substantively similar conclusions.

2“Growing Inequalities’ Impacts” project: www.gini-research.org.

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 18 / 24

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Discussion

Findings

Intensified effect of income and education on vote choice in contexts with higher economic inequality (see McCarty, Poole, & Rosenthal, 2006). Mitigated effect of authoritarian orientations on vote choice – goes against the “diversionary theory of nationalism” (Solt, 2011).

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 19 / 24

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Discussion

Findings

Methodological: different dynamics between inequality and political attitudes or behaviors between a cross-sectional and longitudinal perspective. Potential for a renewed strengthening of the socio-economic cleavage in Western Europe?

Manuel Bosancianu (CEU) Cleavage Revisited EPSA 20.06.2104 20 / 24

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Thank you for the kind attention!

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References I

Achterberg, P. (2006). Class Voting in the New Political Culture: Economic, Cultural and Environmental Voting in 20 Western Countries. International Sociology, 21(2), 237–261. Arzheimer, K. (2009). Contextual Factors and the Extreme Right Vote in Western Europe, 1980–2002. American Journal of Political Science, 53(2), 259–275. Brooks, C., Nieuwbeerta, P., & Manza, J. (2006). Cleavage-based Voting Behavior in Cross-national Perspective: Evidence from Six Postwar

  • Democracies. Social Science Research, 35(1), 88–128.

Fairbrother, M. (2014). Two Multilevel Modeling Techniques for Analyzing Comparative Longitudinal Survey Datasets. Political Science Research and Methods, 2(1), 119–140. Fairbrother, M., & Martin, I. W. (2013). Does Inequality Erode Social Trust? Results from Multilevel Models of US States and Counties. Social Science Research, 42(2), 347–60. Inglehart, R. F. (1990). Culture Shift in Advanced Industrial Society. Princeton, NJ: Princeton University Press.

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References II

Knigge, P. (1998). The Ecological Correlates of Right-Wing Extremism in Western Europe. European Journal of Political Research, 34(2), 249–279. Lubbers, M., Gijsberts, M., & Scheepers, P. (2002). Extreme Right-Wing Voting in Western Europe. European Journal of Political Research, 41(3), 345–378. McCarty, N., Poole, K. T., & Rosenthal, H. (2006). Polarized America: The Dance of Ideology and Unequal Riches. Cambridge, MA: The MIT Press. Meltzer, A. H., & Richard, S. F. (1981). A Rational Theory of the Size of

  • Government. The Journal of Political Economy, 89(5), 914–927.

Nieuwbeerta, P. (1996). The Democratic Class Struggle in Postwar Societies: Class Voting in Twenty Countries, 1945–1990. Acta Sociologica, 39(4), 345–383. Przeworski, A., & Sprague, J. (1986). Paper Stones: A History of Electoral

  • Socialism. Chicago, IL: University of Chicago Press.

Solt, F. (2011). Diversionary Nationalism: Economic Inequality and the Formation of National Pride. The Journal of Politics, 73(3), 821–830.

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References III

van der Waal, J., Achterberg, P., & Houtman, D. (2007). Class Is Not Dead–It Has Been Buried Alive: Class Voting and Cultural Voting in Postwar Western Societies (1956–1990). Politics & Society, 35(3), 403–426.