1 Introduction
2 Methods
2.1 The Case of Rotterdam
2.2 Data Sources
2.2.1 Happiness
2.2.2 Sampling
2.2.3 Response
Year | N | Response rate (%) |
---|---|---|
1997 | 1338 | 33 |
1999 | 1665 | 33 |
2001 | 1567 | 43 |
2003 | 1698 | 28 |
2005 | 2962 | 48 |
2007 | 7339 | 44 |
2009 | 4522 | 20 |
Total | 21,091 | 33 |
2.2.4 Representivity
2.2.5 Measure of Happiness
2.2.6 Transformation of Scores to Scale 0–10
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Very happy 9.3
-
Happy 7.0
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Not too happy 4.0
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Not happy at all 1.0
2.2.7 Protest Voting
2.2.8 Further Characteristics of Districts
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proficiency of the Dutch language
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income level
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health
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education level
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self perceived social cohesion in the neighborhood
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rate of removals in the neighborhood.
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involvement in work and school
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social contacts
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socio-cultural activities
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social commitment.
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appropriate housing
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adequate provisions
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absence of discrimination
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no pollution and nuisance.
3 Analysis
3.1 More Protest Votes in Unhappy Districts?
Mean happiness | % Protest votes | % White and nonvoters | % Immigrants |
---|---|---|---|
7.6 | 22.9 | 30.3 | 15.9 |
7.2 | 27.4 | 37.0 | 22.5 |
6.8 | 19.2 | 46.3 | 61.4 |
Buurt | % Protest | Buurt | % Protest | Buurt | % Protest |
---|---|---|---|---|---|
Spangen | 12.8 | Struisenburg | 22.0 | Pernis | 27.0 |
Afrikaanderwijk | 13.7 | Blijdorp | 22.1 | Prinsenland | 27.3 |
Feijenoord | 13.7 | Tarwewijk | 22.4 | Zevenkamp | 27.5 |
Bospolder | 15.3 | Schiebroek | 22.5 | Nieuw Crooswijk | 27.6 |
Tussendijken | 15.4 | Liskwartier | 22.7 | Lombardijen | 27.7 |
Hillesluis | 15.8 | Cool | 23.5 | Hoogvliet-Zuid | 28.1 |
Schiemond | 16.1 | Hillegersberg-Noord | 23.5 | Oud-Mathenesse | 28.3 |
Nieuwe Westen | 16.6 | Stadsdriehoek | 23.8 | Zuidplein | 28.4 |
Oude Westen | 16.8 | Bergpolder | 24.4 | Carnisse | 28.6 |
Middelland | 19.1 | Klein Polder | 24.7 | Ommoord | 28.6 |
Nieuwe Werk | 19.5 | Hillegersberg-Zuid | 24.8 | Oosterflank | 28.8 |
Molenlaankwartier | 20.1 | s-Gravenland | 24.8 | Zestienhoven | 28.9 |
Kralingen-Oost | 20.2 | Pendrecht | 25.0 | Overschie | 29.0 |
Kralingen-West | 20.4 | Het Lage Land | 25.0 | Beverwaard | 29.2 |
Delfshaven | 20.7 | Terbregge | 25.1 | Groot IJsselmonde | 29.3 |
Kop van Zuid-Entrepot | 20.7 | Noordereiland | 25.4 | Zuidwijk | 29.6 |
Provenierswijk | 20.8 | Hoogvliet-Noord | 25.6 | Nesselande | 31.4 |
Agniesebuurt | 20.9 | Rubroek | 25.7 | Oud IJsselmonde | 32.1 |
Oud Crooswijk | 21.6 | Kralingesveer | 26.6 | Wielewaal | 33.3 |
Hoek van Holland | 21.8 | Katendrecht | 26.6 | Landzicht | 34.6 |
Oude Noorden | 21.9 | Oud-Charlois | 26.6 | Vreewijk | 35.7 |
Bloemhof | 21.9 | De Esch | 26.8 | Heijplaat | 36.1 |
Rotterdam | 18.3 |
Neighborhood | Mean | Neighborhood | Mean | Neighborhood | Mean |
---|---|---|---|---|---|
Nesselande | 8.0 | Wielewaal | 7.2 | Rubroek | 7.0 |
Kralingen Oost | 7.7 | Hillegersberg Noord | 7.2 | Oud-Mathenesse | 7.0 |
Terbregge | 7.6 | Groot Usselmonde | 7.2 | Vreewijk | 7.0 |
Molenlaankwartier | 7.5 | de Esch | 7.2 | Kleinpolder | 7.0 |
Blijdorp | 7.5 | Zevenkamp | 7.2 | Nieuwe Westen | 7.0 |
Struisenburg | 7.4 | Schiebroek | 7.2 | Oud-Charlois | 6.9 |
Hoek v. Holland | 7.4 | Proven ierswijk | 7.1 | Oude Noorden | 6.9 |
s-Graven land | 7.4 | Zuidplein | 7.1 | Oude Westen | 6.9 |
Overschie | 7.4 | KopvZuidEntrepot | 7.1 | Carnisse | 6.9 |
Oud Usselmonde | 7.4 | Lombardijen | 7.1 | Tarwewijk | 6.9 |
Pernis | 7.3 | Bergpolder | 7.1 | Afrikaanderwijk | 6.9 |
Kralingseveer | 7.3 | Cool | 7.1 | Bloemhof | 6.9 |
Stadsdriehoek | 7.3 | Kralingen West | 7.1 | Spangen | 6.9 |
Hillegersberg Zuid | 7.3 | Hilles lu is | 7.1 | Schiemond | 6.9 |
HoogvlietZuid | 7.3 | Zuidwijk | 7.1 | Delfs haven | 6.9 |
Ommoord | 7.3 | Beverwaard | 7.1 | Pendrecht | 6.9 |
Heijplaat | 7.2 | Oosterflank | 7.1 | Nieuw Crooswijk | 6.8 |
Hoogvliet Noord | 7.2 | Agniesebuurt | 7.1 | Feijenoord | 6.8 |
Het Lage Land | 7.2 | Middelland | 7.0 | Bos polder | 6.8 |
Liskwartier | 7.2 | Noordereiland | 7.0 | Tussendijken | 6.7 |
Prinsenland | 7.2 | Katendrecht | 7.0 | Oud Crooswijk | 6.7 |
Rotterdam | 7.1 |
3.2 Village-Like Districts
3.3 Threatened Lower Middle-Class Districts
3.4 Unhappiness in Districts a Matter of Livability or Life-Ability?
Characteristics of districts | Zero-order correlation with average happiness | Vulnerability of inhabitants partialled out |
---|---|---|
Environment | +.74* | +.04 |
Social cohesion | +.55* | +.02 |
Social participation | +.69* | −.14 |
Vulnerability of inhabitants | +.91* |