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Lost connection? The attitudinal and ideological (in)congruence of social democracy’s elites, members and voters in Flanders-Belgium

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Abstract

In this article we investigate the electoral decline of the Flemish social democratic party sp.a by analysing the intraparty (in)congruence in opinion structure using a unique pooled dataset that contains party elites, members and voters in Flanders-Belgium. We combine two complementary approaches on incongruence: attitudinal and ideological congruence. A hypothesis derived from post-Marxism is formulated in terms of attitudinal congruence and tested using pairwise means comparisons, while hypotheses from cleavage theory are formulated in terms of ideological incongruence and tested empirically using Latent Class Analysis. Results show that party elites predominantly adhere to a left-universalistic ideology while left-particularists have left the party en masse, confirming the realignment thesis of cleavage theory and rejecting expectations from post-Marxist theory. We conclude that Flemish social democracy’s left-universalistic elites have largely lost connection with their left-particularistic base while managing an insufficient appeal among (centre-)left-universalistic middle class voters.

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Notes

  1. Since classes may vary substantively across groups, multiple group analyses may thus require more classes than single-group analyses in order to allow for this variability.

  2. The observed pattern also contradicts May’s Law of curvilinear disparity (May, 1972): the rank-and-file members—as a proxy for activists—do not tend to be more radical than both the party leadership and its voters.

  3. The positioning of the latent classes onto the two-dimensional space was calculated as follows. Since all probabilities add up to 1, a high score on the middle category ensures the variability of the item is reduced (by 1—the middle category). Thus, the middle category of all items was disregarded. In the next step, the two categories at the extreme are deducted from one another, creating either a positive or a negative value for each item. The resulting scores are summed and divided by the total number of items on that dimension, ensuring each item has an equal weight within the dimension.

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Acknowledgement

This study was made possible with the support of the National Science Foundation Flanders – FWO-Vlaanderen, the National Lottery – De Nationale Loterij and The KU Leuven Research council.

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Correspondence to Christiaan Reinier Gaasendam.

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Appendices

Appendices

Appendix 1

Social characteristics. Row probabilities from a multinomial logistic regression

 

Left-universalists

Centre-left-universalists

Centrists

Left-particularists

Centre-right-universalists

Sex

χ2 = 14.43; p < 0.01

 Female

0.31

0.25

0.11

0.24

0.08

 Male

0.39

0.24

0.11

0.17

0.09

Age

χ2 = 105.83; p < 0.001

 15–25

0.51

0.15

0.11

0.03

0.20

 26–35

0.54

0.19

0.10

0.06

0.11

 36–45

0.44

0.23

0.13

0.11

0.10

 46–55

0.42

0.23

0.13

0.12

0.10

 56–65

0.25

0.33

0.13

0.25

0.05

 66–75

0.16

0.25

0.05

0.49

0.05

 75+ 

0.06

0.24

0.05

0.58

0.07

Education

χ2 = 142.53; p < 0.001

 None

0.02

0.22

0.12

0.58

0.06

 Lower

0.10

0.34

0.14

0.36

0.06

 Lower secondary

0.20

0.35

0.16

0.22

0.07

 Higher secondary

0.40

0.27

0.10

0.15

0.09

 Higher non-university

0.50

0.22

0.09

0.07

0.11

 University

0.74

0.07

0.06

0.01

0.12

Social class

χ2 = 29.52; p < 0.001

 Working class

0.16

0.30

0.13

0.36

0.05

 Lower middle class

0.37

0.27

0.10

0.20

0.07

 (Upper) middle class

0.50

0.17

0.11

0.07

0.14

(Religious) World view

χ2 = 154.80; p < 0.001

 Not religious

0.48

0.21

0.09

0.15

0.08

 Freethinker

0.53

0.24

0.07

0.10

0.05

 Christian, non-practicing

0.14

0.25

0.16

0.34

0.11

 Christian, church-going

0.32

0.26

0.14

0.17

0.10

 Other religion

0.39

0.32

0.05

0.06

0.18

Appendix 2

Test statistics of single-group LCAs

 

Independence

2 classes

3 classes

4 classes

S.pa elites

AIC

17,019

15,973

15,838

15,731

BIC

17,144

16,228

16,223

16,247

Sample-size adjusted BIC

17,062

16,060

15,970

15,907

Entropy

 

0.83

0.85

0.85

LMR adjusted LRT

 

1094***

188

160

Parametric bootstrapped LRT

 

1100***

189***

161***

Sp.a members

AIC

21,708

20,457

20,261

20,153

BIC

21,835

20,717

20,652

20,677

Sample-size adjusted BIC

21,753

20,548

20,398

20,337

Entropy

 

0.81

0.72

0.75

LMR adjusted LRT

 

1298***

249

161

Parametric bootstrapped LRT

 

1305***

250***

162***

Sp.a voters

AIC

4386

4168

4106

4073

BIC

4472

4342

4369

4424

Sample-size adjusted BIC

4389

4174

4116

4085

Entropy

 

0.83

0.86

0.90

LMR adjusted LRT

 

271 + 

114

87

Parametric bootstrapped LRT

 

273***

115***

88***

Sp.a ex-voters

AIC

5869

5623

5537

5519

BIC

5961

5811

5821

5898

Sample-size adjusted BIC

5878

5643

5567

5558

Entropy

 

0.81

0.82

0.84

LMR adjusted LRT

 

298*

139

72

Parametric bootstrapped LRT

 

300***

140***

73***

Other voters

AIC

16,096

15,642

15,372

15,254

BIC

16,213

15,881

15,734

15,737

Sample-size adjusted BIC

16,130

15,713

15,480

15,398

Entropy

 

0.72

0.77

0.80

LMR adjusted LRT

 

505**

322***

171

Parametric bootstrapped LRT

 

508***

323***

172***

  1. ***p < 0.001, **p < 0.01, *p < 0.05, +p < 0.10

Appendix 3

Test statistics of multi-group LCAs

 

AIC

BIC

Adj. BIC

Entropy

4 class model

 Heterogeneous

41,236

43,299

42,162

0.88

 Homogeneous

41,352

41,963

41,626

0.89

5 class model

 Heterogeneous

41,089

43,665

42,245

0.87

 Homogeneous

41,130

41,890

41,471

0.86

6 class model

 Heterogeneous

41,006

44,195

42,392

0.86

 Homogeneous

40,980

41,890

41,388

0.85

Lo–Mendell–Rubin and bootstrapped LRT tests are not available for multi-group analysis

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Gaasendam, C.R., Abts, K., Swyngedouw, M. et al. Lost connection? The attitudinal and ideological (in)congruence of social democracy’s elites, members and voters in Flanders-Belgium. Acta Polit 56, 395–415 (2021). https://doi.org/10.1057/s41269-020-00156-6

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