2011-01-23

The Swiss Ban on Minarets Confirms the Contact Hypothesis


In November 2009, Switzerland held a referendum that sought approval for a constitutional ban on minarets. 57.5% of the voters supported the ban. The ban was supported by the Swiss right wing party SVP. Poster ads that supported the ban used images as the ones below, tapping on anti-muslim sentiments and on diffuse fear towards muslims. Thus, the referendum has been widely interpreted as a vote against foreigners by the media.

A student of mine, Michael Jäckli, had the idea to use archival polling data from the referendum for a test of Alport's Contact Hypothesis. It suggests that "interpersonal contact is one of the most effective ways to reduce prejudice between majority and minority group members". Thus, Swiss municipalities (the smallest unit for which polling data is available from the Swiss bureau of statistics) with a low percentage of foreign nationals should show a high rate of approval of the ban, while municipalities with a high percentage of foreigners should show a lower rate of approval.
In order to test this assumption, Michael obtained the agreement to the ban on the municipal level from the Swiss bureau of statistics, along with indicators for educational level and social-economic status for the municipalities. He was then able to regress the agreement for the ban on the percentage of foreigners:
As visible in the plot, municipalities with a below-average percentage of foreigners tended to accept the ban at above-average levels. Without controlling for other variables, an increase of the percentage of foreigners in a municipality by 1% would decrease its agreement to the ban by 0.37%.
As lower education and social status is usually associated with more right-wing political views, Michael tested whether the negative relationship between the percentage of foreigners and the approval of the ban still holds under statistical control of these two variables. The according stepwise hierarchical regression is presented below.
It reveals that low economic status and low educational levels are indeed associated with an acceptance of the ban. But even if these factors are controlled for, there is still a significant yet small negative effect of the percentage of foreigners on the approval of the ban: Municipalities with a low percentage of foreigners tended to support the ban.
Why does an increase of the percentage of foreigners decrease the support for the ban on minarets? Possibly because municipalities can profit from their foreign population: An inspection of the bivariate correlations of the measurement variables (see below) reveals that the percentage of foreigners is associated with higher levels of education and social-economic status.
The R code that produced these results can be found below. Michael's data set can be downloaded in .CSV-Format here.

# import the data

minarettdata <- read.csv(file = "minarettdata.csv")


# inspect the data

head(minarettdata)

length(minarettdata$municipality_nr)


# make the data available

attach(minarettdata)


# generate the plot

plot(foreigners, minarett_approval, main = "Approval of the minaret ban in all Swiss municipalities\nas a function of municipal share of foreign nationals", xlab = "Municipal share of foreign nationals (in %)", ylab = "Municipal share of voters approving the ban (in %)")

abline(lm(minarett_approval ~ foreigners), col = "blue")

abline(h = 57.5, lty = 2)

abline(v = 22, lty = 2)

text(x = 60, y= 48, round(coef(lm(minarett_approval ~ foreigners))[2], digits = 2), col = "blue")

text(x = 22, y = 26, "Swiss-wide share of foreign nationals (22%)", cex = .70, pos = 4)

text(x = 49, y = 60, "Swiss-wide approval of the\nban on minarets (57.5%)", cex = .70, pos = 4)


mean(foreigners)

mean(minarett_approval)


# test the stepwise regression

library(QuantPsyc)

lmodel.1 <- lm(minarett_approval ~ SES + edu_level)

summary(lmodel.1)

lm.beta(lmodel.1)


lmodel.2 <- lm(minarett_approval ~ SES + edu_level + foreigners)

summary(lmodel.2)

lm.beta(lmodel.2)


# determine the significance of the increase in R-squared

anova(lmodel.1, lmodel.2)


# print the correlation table

corstarsl2(minarettdata[,2:5])

library(xtable)

xtable(print(corstarsl2(minarettdata[,2:5])))


# clean up

rm(minarettdata, lmodel.1, lmodel.2)


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2007-10-27

Hello Züri

Ok, here it goes. I finally managed to open my new (German) blog on my new life in Switzerland. Check it out here.

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2007-10-16

Because Change Happenz

I hereby make it official: I have moved to Zürich! I am based at the chair of social psychology at the Institute of Psychology at Zürich University (UZH) now. And no, that does not mean that I have handed in my PhD (although I'd say it's 99% complete). I will document my move to Zürich and my impressions on a separate blog (in German) soon. I now live outside of the European Union!

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2007-01-25

First day of the Wb n+1 workshop @ Sun Microsystems Switzerland

Insights from the internal Web n+1 workshop at Sun microsystems in Zürich on 23/24 january that we were kindly invited to by Peter Reiser.

On the first day, we received positive feedback from the Sun people on our skillMap/tagNet project that I demonstrated twice during that day. Some quotes of participants' reactions:

"I think its really cool"
"they're onto a real problem"
"their model is the better model"
"It would be useful to pilot"

That was a great start and we hope to get approval for a pilot that we planned during the afternoon. High spirits in the evening, great swiss Käsefondue at Swiss Chuchi in central Zürich. A big thank you to Peter for the kind invitation and a tremendous day. I met some great people, for example Matt Stevens, Henry Story, Dave Levy and Chris Gerhard. I got a short mention in Dave's blog.

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