| Literature DB >> 28125626 |
David Stadelmann1, Benno Torgler2.
Abstract
As the public debate over stem cell research continues, the observable voting behaviour in Switzerland offers a unique opportunity to compare the voting behaviour of politicians with that of voters. By analysing the outcomes of a referendum on a liberal new bill regulating such research, we reveal an about 10 percentage point lower conditional probability of the bill being accepted by politicians than by voters. Whereas the behaviour of politicians is driven almost entirely by party affiliation, citizen votes are driven not only by party attachment but also by church attendance. Seldom or never attending church increases the probability of bill acceptance by over 15 percentage points, while supporting the Liberal Party and the Social Democratic Party instead of the Christian Democratic Party makes supporting the bill more likely for voters, suggesting that religious observance is important. The observance of these tendencies in Switzerland-an environment that promotes discussion through direct democratic rights-strongly suggests that citizens see the benefits of stem cell research.Entities:
Mesh:
Year: 2017 PMID: 28125626 PMCID: PMC5268364 DOI: 10.1371/journal.pone.0170656
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Acceptance rate of the proposed law among all 26 Swiss cantons.
Cantons in central Switzerland were less likely to approve the proposal, while the French and Italian speaking cantons were more likely to approve it. Source: Federal Statistical Office and Swissvotes Dataset.
Citizen and representative acceptance of stem cell research.
| Logit | OLS | |||||
|---|---|---|---|---|---|---|
| (1) | (2) | (3) | (4) | (5) | (6) | |
| Representative | -0.1223 | -0.1273 | -0.1082 | -0.1442 | -0.0887 | -0.0994 |
| (0.0487) | (0.0454) | (0.0490) | (0.0528) | (0.0383) | (0.0392) | |
| Female | -0.1660 | -0.1623 | -0.1195 | -0.1295 | -0.1040 | -0.0976 |
| (0.0504) | (0.0513) | (0.0587) | (0.0485) | (0.0480) | (0.0370) | |
| Age | 0.0646 | 0.1293 | 0.0853 | 0.1576 | 0.0037 | 0.0058 |
| (0.1430) | (0.1721) | (0.1872) | (0.2095) | (0.0073) | (0.0067) | |
| Age squared | -0.0328 | -0.0959 | -0.0770 | -0.1447 | -3.3e-05 | -5.3e-05 |
| (0.1494) | (0.1714) | (0.1905) | (0.2187) | (7.2e-05) | (6.7e-05) | |
| Married | -0.0188 | -0.0323 | -0.0220 | -0.0345 | -0.0244 | |
| (0.0429) | (0.0376) | (0.0499) | (0.0365) | (0.0345) | ||
| Divorced | -0.1483 | -0.1302 | -0.1578 | -0.1098 | -0.1185 | |
| (0.0878) | (0.0795) | (0.0822) | (0.0675) | (0.0674) | ||
| University education | 0.0012 | 0.0295 | -0.0036 | 0.0239 | -0.0025 | |
| (0.0277) | (0.0276) | (0.0450) | (0.0245) | (0.0271) | ||
| Catholic | -0.0239 | -0.0426 | -0.0269 | -0.0380 | -0.0236 | |
| (0.0394) | (0.0461) | (0.0493) | (0.0369) | (0.0340) | ||
| Left party support | -0.2362 | -0.2081 | ||||
| (0.0633) | (0.0564) | |||||
| Right party support | 0.0310 | 0.0267 | ||||
| (0.0532) | (0.0448) | |||||
| Social democrats | 0.1314 | 0.1258 | ||||
| (0.0971) | (0.0835) | |||||
| Liberals | 0.4367 | 0.3919 | ||||
| (0.0806) | (0.0666) | |||||
| Right convservative | 0.3010 | 0.2843 | ||||
| (0.0996) | (0.0870) | |||||
| Greens | -0.1101 | -0.0681 | ||||
| (0.0606) | (0.0498) | |||||
| Other smaller party | -0.2081 | -0.1956 | ||||
| (0.1311) | (0.1252) | |||||
| No party affiliation declared | 0.3077 | 0.3306 | ||||
| (0.0719) | (0.0882) | |||||
| Constituency fixed effects | YES | YES | YES | YES | YES | YES |
| R2 | 0.121 | 0.127 | 0.173 | 0.289 | 0.123 | 0.206 |
| Brier | 0.197 | 0.196 | 0.187 | 0.169 | ||
| n. Obs. | 631 | 631 | 631 | 631 | 631 | 631 |
Notes: The dependent variable for all estimations is "Individual votes YES"; that is, acceptance of stem cell research. Estimated robust clustered (cantonal level) standard errors are reported throughout Table 1. Discrete effects, reported for the logit models, represent the estimated change in the probability of an individual voting yes from zero to one (for dummy variables) or from the first to the third quartile. Dummies: politician (with citizen as the reference group), female, married (or in partnership), divorced, university education, Roman Catholic, party support or affiliation (with Center or Christian democrats as the reference group). All estimates include an intercept.
***, **, and * indicate a mean significance level of below 1%, between 1 and 5%, and between 5 and 10%, respectively.
Citizen, representative acceptance of stem cell research and representation of constituency.
| Citizen acceptance only | Representative acceptance only | Pollitician votes as constituency | ||||||
|---|---|---|---|---|---|---|---|---|
| Logit | OLS | Logit | OLS | Logit | OLS | |||
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
| Female | -0.0678 | -0.0907 | -0.0769 | -0.0411 | -0.1285 | -0.0465 | -0.0478 | -0.0329 |
| (0.0323) | (0.0577) | (0.0497) | (0.1551) | (0.1418) | (0.0935) | (0.1553) | (0.0897) | |
| Age | 0.0868 | 0.1853 | 0.0066 | -0.1960 | -0.5344 | -0.0106 | -0.2509 | -0.0065 |
| (0.1734) | (0.2297) | (0.0079) | (0.3520) | (0.3034) | (0.0220) | (0.3475) | (0.0219) | |
| Age squared | -0.0830 | -0.1790 | -6.6e-05 | 0.2965 | 0.5918 | 1.3e-04 | 0.3170 | 9.9e-05 |
| (0.1696) | (0.2101) | (7.7e-05) | (0.3488) | (0.2714) | (2.1e-04) | (0.3287) | (2.1e-04) | |
| Married | -0.0179 | -0.0243 | -0.0314 | -0.0826 | -0.1572 | -0.0619 | -0.1054 | -0.0494 |
| (0.0403) | (0.0527) | (0.0494) | (0.1585) | (0.1729) | (0.0882) | (0.1675) | (0.0934) | |
| Divorced | -0.0776 | -0.1177 | -0.1610 | -0.0733 | 0.0026 | -0.0733 | -0.1064 | -0.0472 |
| (0.0564) | (0.0696) | (0.0903) | (0.2239) | (0.2586) | (0.1051) | (0.1986) | (0.1010) | |
| University education | 0.0102 | -0.0053 | -0.0048 | 0.0105 | 0.0078 | 0.0129 | -0.0147 | 0.0072 |
| (0.0394) | (0.0400) | (0.0386) | (0.1506) | (0.1367) | (0.0695) | (0.1480) | (0.0732) | |
| Catholic | 0.0476 | 0.0387 | 0.0312 | -0.0444 | -0.1809 | -0.0694 | -0.0568 | -0.0222 |
| (0.0383) | (0.0422) | (0.0315) | (0.1462) | (0.1051) | (0.0499) | (0.1485) | (0.0651) | |
| Social democrats | 0.2506 | 0.2405 | 0.2320 | -0.1480 | -0.1737 | -0.1514 | -0.1324 | -0.1434 |
| (0.0760) | (0.1028) | (0.0888) | (0.1920) | (0.2375) | (0.1778) | (0.2069) | (0.1762) | |
| Liberals | 0.5755 | 0.5713 | 0.4005 | 0.4662 | 0.5609 | 0.4004 | 0.5184 | 0.4211 |
| (0.0849) | (0.0892) | (0.0806) | (0.1903) | (0.1959) | (0.1123) | (0.2048) | (0.1120) | |
| Conservative right | 0.1635 | 0.1454 | 0.1716 | 0.4037 | 0.4753 | 0.3871 | 0.4462 | 0.3887 |
| (0.0904) | (0.1246) | (0.1123) | (0.1557) | (0.1695) | (0.1269) | (0.1684) | (0.1234) | |
| Greens | -0.0583 | -0.0735 | -0.1081 | -0.4815 | -0.3754 | -0.0858 | -0.4253 | -0.1061 |
| (0.0496) | (0.0670) | (0.1021) | (0.1858) | (0.2027) | (0.0518) | (0.2079) | (0.0562) | |
| Other smaller party | 0.0241 | 0.0469 | 0.0849 | -0.3069 | -0.3268 | -0.3460 | -0.2545 | -0.2887 |
| (0.1359) | (0.2116) | (0.2180) | (0.2071) | (0.2291) | (0.1995) | (0.2225) | (0.2048) | |
| No party affiliation declared | 0.1595 | 0.1443 | 0.1186 | |||||
| (0.1636) | (0.2422) | (0.2035) | ||||||
| No church attendance | 0.2000 | 0.1540 | ||||||
| (0.0730) | (0.0355) | |||||||
| Low income | 0.0216 | 0.0138 | ||||||
| (0.0515) | (0.0425) | |||||||
| Impact country | 0.1613 | 0.0458 | ||||||
| (0.0421) | (0.0092) | |||||||
| Number of interest groups | 0.0674 | 0.0060 | 0.0864 | 0.0052 | ||||
| (0.0727) | (0.0046) | (0.0604) | (0.0043) | |||||
| Active years on National Council | 0.0694 | 0.0022 | 0.0480 | 0.0019 | ||||
| (0.1498) | (0.0077) | (0.1099) | (0.0077) | |||||
| % Canton yes | 0.1908 | 1.0903 | ||||||
| (0.0773) | (0.2792) | |||||||
| Constituency fixed effects | YES | YES | YES | NO | NO | NO | NO | NO |
| R2 | 0.230 | 0.333 | 0.242 | 0.588 | 0.646 | 0.506 | 0.646 | 0.478 |
| Brier | 0.175 | 0.155 | 0.120 | 0.108 | 0.108 | |||
| n. Obs. | 471 | 471 | 471 | 160 | 160 | 160 | 160 | 160 |
Notes: The dependent variable for all estimations is "Individual votes YES"; that is, acceptance of stem cell research. Estimated robust clustered (cantonal level) standard errors are reported throughout Table 2. Discrete effects, reported for logit models, represent the estimated change in the probability of an individual voting yes from zero to one (for dummy variables) or from the first to the third quartile. Dummies: politician (with citizen as the reference group), female, married (or in partnership), divorced, university education, Roman Catholic, party affiliation (with Christian democrats as the reference group), no (infrequent) church attendance, and low income (lowest tercile). All estimates include an intercept.
***, **, and * indicate a mean significance level of below 1%, between 1 and 5%, and between 5 and 10%, respectively.