The objective of this thesis is to find out the role of school choice of the parents is influencing segregation on a collective social level and on the territory.
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School Choice and Segregation
1. Rachel Darakji
833371
Supervisor:
Prof. Costanzo Ranci
SCHOOL CHOICE AND SEGREGATION:
The Case of Milanese Schools
POLITECNICO DI MILANO
Scuola di Architettura Urbanistica Ingegneria delle Costruzioni
Masters of Science in Urban Planning and Policy Design
3. School segregation is the uneven distribution of a particular minority group
compared with the native population through schools in an actual
geographic region.
Segregation
4. The current focus of interest in this thesis is ethnic segregation in Milanese
schools.
Segregation
5. There is a relationship
between the academic
performance and
student composition.
The assimilation of
foreigners assumes a
fundamental role in
sustaining social
integration, better
achievements, social and
educational equality in
the labor market
and avoiding
multi-ethnic communities
and banlieus.
Why does segregation really matter?
Difference between non-immigrant and second generation students
PISA2003PISA2012Score Point
Difference
0
-20
20
40
60
80
100
120
Belgium
Denmark
France
Switzerland
Austria
Mexico
Netherlands
Germany
Portugal
Sweden
Luxembourg
Norway
OECDAVERAGE
Spain
Italy
Canada
Russia
NewZealand
UnitedStates
Latvia
Ireland
HongKong
Australia
NewZealand
Difference between non-immigrant and first generation students
PISA2003PISA2012Score Point
Difference
0
-20
20
40
60
80
100
120
Finland
France
Mexico
Belgium
Denamrk
Sweden
Switzerland
Germany
Austria
Netherlands
Liestenstein
Spain
Italy
Greece
Norway
Luxemburg
OECDAVERAGE2003
Portugal
Russia
UnitedStates
HongKong
CzechRepublic
Ireland
Australia
NewZealand
Canada
6. What are the underlying mechanisms adding to the cause and persistence of segregation?
School
Choice
Preferences
School Segregation
8. What are the underlying mechanisms adding to the cause and persistence of segregation?
Institutional
Setting
School
Choice
Preferences
School Segregation Territorial
Settlements
10. Cultural Capital
Social Capital
Economic Capital
Human Capital
Perception Stage : The Role of Information - Bourdieu Cultural Capital Theory
Capacity to participate in school choice
Possession of skills and knowledge
A person’s social network, ties and social relations
Income, Occupation, Properties, Investments
Productive characteristics such as language proficiency
These capitals shape
the selection route of
an individual.
School Choice Institutional Setting Territorial Settlement
11. School Rating and Educational Program
Proximity
School Values and Attributes
Online Resources
Time and distance
Religion or Particular Activities
Similar values of a families’ background
Classroom size, Well-Maintained School
Supportive and caring environment
High rated school
Websites that maintain transparency of
educational levels in the school
School Choice Institutional Setting Territorial Settlement
Evaluation Phase: Objective Indicators
12. School Choice Institutional Setting Territorial Settlement
Student Composition/ Class Based
Ethnic Prejudices
School Quality
A bias against ‘exracommunitario’
Word of Mouth
Avoidance to interact with certain ethnic groups
Fear of the school being of a lower socioeconomic
standing
School Choice Institutional Setting Territorial Settlement
Evaluation Phase: Subjective Indicators
Subjective indicators
are more difficult to
measure
13. Zoning
Hardship in the family
Disabled Students
Presence of a sibling in the school
Mono-parental family, Working parents
School Choice Institutional Setting Territorial Settlement
School Access : In case of oversubscription
14. 2. Institutional Setting
School Choice Institutional Setting Territorial Settlement
Incorporate all
children equally.
Core of origins of
integration in
Italy
Comprehensive
System
Early tracking
was abolished
Devolution of
centralization to
semi-autonomous
system
Local Centered
Curricula
Flexibility in
management
and organization
Establishment of
the
Constitutional
Reform
Ministry of Education
works through
Regional School
Offices
1970’s 1973 1999 20011962
Italian Education System
Source: Eurydice
NURSERY
age
EARLY EDUCATION
PRIMARY SCHOOL
PRIMARY EDUCATION
KINDERGARTEN HIGH SCHOOL/
TECHNICAL
SCHOOL
UNIVERSITY
SUPERIOR TECHNICAL
FORMATION (IFS)
TERTIARY EDUCATION
FIRST GRADE
SECONDARY
SCHOOL
SECONDARY EDUCATION
0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 019 1 2 3 4 5 6
15. Economic
Social
Demographic
Urban
80,000
2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016
160,000
Reference: comune di milano - dati ISTAT January 1, 2016
240,000
254,522
Foreign Population with Citizenship: 2016
“Superdiversification”
Increase in Foreign Population
MillionPersons
Year
1980 1990 2003 2010 2012 2016
0
1
2
3
4
5
6
5.4
1.5
3. Foreign Settlements
Dominant Nationalities Spatial Concentration in Milan
Foreign Nationalities by Continent
Europe 19.9%
Asia 39.3%
Africa 21.7%
America 19%
16. School Choice Institutional Setting Territorial Settlement
Foreign Settlements and Primary Schools
zone_decentramento
Cittandinanza nonIT
1- 50
50- 100
100- 150
150- 200
200- 250
250- 300
300- 312
Book1primary csv_Nazionalit
Legend
0
2
4
6
8
10
1980 1984 2012 2015
0.41%
8.4%
Distribution of foreigners with citizenship in Milan Distribution of foreigners in Primary Schools
PercentIncrease
Increase in Foreign Population in Schools
Year
18. ZONE 9
Marie Curie
Public School
Istituto Compresivo Dal
Verme Public School
Istituto Comprensivo
Confalonieri Public
School
Arbe-Zara
Public School
Andrea Mandelli
Private School
Locatelli Public
School
Zone 9
19. School Profiles
School 2081: Raffaello Lambruschini
Public School
Via Begnino Crespi
Capacity: 425 Students
Total Students: 283
Percent Foreigners: 63.96%
Percent Italians: 36.04%
School 2245: Andrea Mandelli
Private School
Via Lodovico Pavoni
Total Students: 251
Percent Foreigners: 1.99%
Percent Italians: 98.01%
School 2032: Govone Confalonieri
Public School
Via Jacopo Del Verme
Capacity: 425 Students
Total Students: 341
Percent Foreigners: 23.17%
Percent Italians: 76.83%
20. 0
100
200
300
400
500
600
2080 2032 2043 2072 2041 2037 2081
Italians Foreigners
0
100
200
300
400
500
600
700
2080 2032 2043 2072 2041 2037 2081
Italians Foreigners
2080
2037
2032
2081
2041
2043
2077
36.33%
63.66%
22.9%
77.1%
19.11%
80.88%
30.25%
69.75%
11.36%
88.63%
36.2%
63.8%
2035
2245
2078
98.46%
96.62%
96.80%
1.54%
Residential Segregation or School Segregation?
GENERAL INFORMATION DISTRIBUTION IN SCHOOL DISTRIBUTION IN CA
SCHOOL
CODE
SCHOOL NAME TYPE % IT % FO FO/IT % IT % FO FO /IT
2081 Raffaelo
Lambruschini
Public 36.33% 63.66% 190/110=
1.72
66.54% 33.45% 185/368=
0.50
2032 Govone
Confalonieri
Public 80.88% 19.11% 69/292=
0.24
87.47% 12.52% 55/3384=
0.14
2037 Luigi Galvani Public 77.1% 22.9% 57/192=
0.30
96% 4% 8/195=
0.04
2041 Pio Menotti -
Muratori
Public 69.75% 30.25% 154/355=
0.43
75.4% 24.6% 133/407=
0.32
2043 Arbe-Zara Public 88.63% 11.36% 54/421=
0.13
91.45% 8.54% 34/364=
0.09
2072 Giuseppe Giusti Public 77.23% 22.77% 110/373=
0.29
83% 17% 78/383=
0.20
2080 Marie Curie Public 63.8% 36.2% 165/291=
0.57
66.33% 33.66% 202/398=
0.51
2245 Mandelli Andrea Private 98.46% 1.54% 4/256=
0.02
21. Static Analysic
School
Code
Entropy Index in the
School
Entropy Index in the
Catchment Area
2081 0.71 0.49
2080 0.64 0.62
2041 0.53 0.48
2037 0.46 0.12
2032 0.42 0.29
2072 0.36 0.18
2043 0.23 0.23
2245 0.12 0.49
H=[(a/Tot*(log (a/Tot))+(b/Tot*(log (b/Tot))+(c/Tot*(log (c/Tot))]
56
3737
18
9
33
School 2081
RPC RP ET BD EC Other
45
36
41
18
8
41
CA 2081
RPC RP ET BD EC Other
37
30
2019
12
10
40
School 2080
RPC RP ET PE ELS EC Other
61
28
30
18
12
15
41
CA 2080
RPC RP ET PE ELS EC Other
22
12
1055
38
School 2032
RP RPC ET PE CL Other
12
12
9
33
47
CA 2032
RP RPC ET PE CL Other
School 2043 CA 2043
Highest
Segregation
Entropy Index of selected schools
Distribution of Nationalities
Nationalities in zone 9
Lowest
Segregation
AL BD BR CL D DZ ECELSET I
PA
K
PE R RP
RP
C
UC
R
YU
BORN IN COUNTRY OF ORIGIN1 12 1 1 0 1 0 3 25 4 0 2 1 7 6 0 0
BORN IN ITALY 0 6 2 3 1 0 9 4 12109 2 4 4 30 50 2 2
1st- 2nd Generation Students
BORN IN ITALY BORN IN COUNTRY OF ORIGIN
2081
Students
CODE
SCHOOL
SECOND
GENERATION
FIRST
GENERATION
2081 127 64
2032 342 54
2037 231 40
2043 454 35
2072 462 90
2080 411 122
2041 466 113
2035 348 6
2245 256 0
2078 243 2BD: Bangladesh * CL: Sri Lanka * EC: Ecuador * ELS: El Salvador
* ET: Egypt * PE: Peru * R: Romania * RP: Philippines * RPC: China
* UCR: Ukraine
22. Dynamic Analysis: Which schools are the students going to?
2080
24
126
32
108
94
5
2040:17
2072: 5
2102:3
2037
2035
Public school
Fluxes
Fluxes of Private School
Fluxes of Foreigners
Private school
2090
2032
2081
2041
2043
2042
2077
2245
2078
209
Public school
Private school
103
2035: 30
2035: 107
2045:19
2040: 53
56
2045:37
2046:17
2303:13
2036: 10
183
67
2080
2090
2032
2077
2245
2078
2037
2042
Fluxes
Fluxes of School 2081
Fluxes of Italians
6
4
43
RP EC ELS RPC UCR Other
3
241
RP EC ELS RPC UCR Other
Less than 10
Less than 20
Less than 30
More than 40
Less than 40
2035
197
2041
67
2081
209
2043
23. Micro-Scale School Segregation Dynamics in Urban Areas
SCHOOL
CODE
ABSOLUTE
NUMBER
PERCENTAGE Number IT PERCENTAGE
IT
2081 178 32.19% 66 18.13%
2032 82 14.83% 67 18.41%
2080 38 6.87% 25 6.87%
2043 34 6.15% 33 9.07%
2245 31 5.61% 31 8.52%
2035 30 5.42% 27 7.42%
2037 22 3.98% 20 5.49%
2041 18 3.25% 17 4.67%
2078 18 3.25% 17 4.67%
CATCHMENT
AREA
ABSOLUTE
NUMBER
PERCENTAGE Number IT PERCENTAGE
IT
2081 178 59.33% 66 59.63%
2042 36 12.00% 15 12.84%
2080 16 5.33% 9 8.26%
2090 14 4.67% 5 4.59%
Code
School
Name Type Foreign
students
staying in the
CA
Foreigners students
coming to this school
from other CA
Foreigners
Leaving the CA
to other
schools
2081 Confalonieri Public 108 77 66
2080 Marie Curie Public 126 38 78
2043 Locatelli Public 24 25 8
2245 Mandelli Private 0 4 0
2041 Arbe-Zara Public 94 56 36
2032 Dal Verme Public 32 30 16
2037 Galvani Public 5 51 1
FLUXES OF STUDENTS / ITALIANS COMING TO CA 2081
Name Type Italians
(Compulsory
Enrollment)
Italians
Going
to
Public
schools
Italian
Fluxes
to
Public
Schools
Italians
Fluxes to
Private
School
White
Flight
(Fluxes
Public +
Private)
2081 Confalonieri Public 368 205 55.7 26.36 82.06
2080 Marie Curie Public 398 51 12.81 34.17 46.98
2043 Locatelli Public 364 69 18.95 23.07 42.03
2245 Mandelli Private
2041 Arbe-Zara Public 407 84 20.63 30.71 51.35
2032 Dal Verme Public 384 86 22.39 29.68 52.08
2037 Galvani Public 195 53 27.17 46.66 73.84
FLUXES OF FOREIGNERS STAYING IN THE CATCHMENT AREA, COMING
TO THE CA, AND LEAVING THE CA
FLUXES OF ITALIANS SHOWING TO WHICH TYPE OF SCHOOLS THEY ARE
HEADING TO HIGHLIGHTING THE WHITE FLIGHT SITUATION
FLUXES OF ITALIANS LEAVING CATCHMENT AREA 2081
25. Micro-Scale School Segregation Dynamics in Urban AreasDescription
ASILO INTERVIEWED HIGH CLASS MIDDLE CLASS LOW CLASS
ANDREA MANDELLI 5 3
VILLANI MURAT 4 9 2
CONFALONIERI 2 6
ASILO INTERVIEWED ITALIAN MIXED FOREIGN
ANDREA MANDELLI 8
VILLANI MURAT 10 3 2
CONFALONIERI 2 6
First-Timers
Nationality & Language Spoken
Social Class
ASILO INTERVIEWED
FIRST
TIMERS
SECOND TIME
STAYED IN THE
SAME SCHOOL
SECOND TIME
BUT CHANGED
SCHOOL
ANDREA MANDELLI 4 3 1
VILLANI MURAT 10 3 2
CONFALONIERI 6 2
MANDELLI RODARI
WHAT ARE THE MOST IMPORTANT CRITERIA YOU LOOKED FOR IN A SCHOOL
HOW DID YOU LOOK UP THE SCHOOL
PERSONAL INFORMATION
VILLANI MURATI
CONFALONIERI
26. School Choice Preferences: Private Schools
Area of residence: Mandelli
Flows
Legend
Religion
School Envionment
Diversity
“It is important for our
children to learn their own
cultures and tradition, and
then they can start
learning about others”
“The children here are
followed-up all the time, no
one is left behind”
“I bambini sono voluti
bene”
“This school has a Catholic
imprint, it is possible that
the parents give importance
to religious classes along
with a high-level education.
”- President of Mandelli
Parent’s Association
27. Proximity
“We have our relative here,
so we ALL followed her...
ask any Arab tey would tell
you the same thing”
Arab group
“We chose Crespi because
its close and convenient.
We didnt look up other
schools but his classmates
are going to the same
one”
Philippine couple
Flows of Confalonieri School Parents
School Choice Preferences: Public
Area of residence Confalonieri
Flows
Schools
Kindergartens
CA 2081
Area of residence
Villani-Murat
Flows Inside CA
Legend
28. School Choice Preferences: Student Composition
Area of residence Confalonieri
Flows
Area of residence Villani-Murat
Flows Inside CA
Schools
Kindergartens
CA 2081
Legend
Flows Outside CA
Diversity
“Le classe con molto
stranieri il livello di
insegnamento e molto più
basso perché non
parlavano bene l’italiano, ce
più confusione nelle classe,
le maestre per stare indietro
per quelli che sono indietro
sempre finiscono per non
fare i programmi di
scolastico come si deve.
Quindi sicuramente anche
quello e un fattore”
“Dobbiamo raccogliere queste
persone e anzi, e proprio il
nostro dovere insegnare loro la
lingua e per fare di tutto perché
queste persone in tutte le carte
per entrare nel mondo della
scuola superiore e il lavoro come
l’italiano….”
29.
30. Limitations
Outcomes may not be generalizable to other zones and other metropolitan areas.
A larger number of interviewees would have produced results that are more signifi-
cant.
Answers may not be representative of the population; it is likely that some of the
more interesting and unique types of families are not captured in the study.
Potential for bias in the results and omitting some answers.
The socioeconomic status of the individuals interviewed is not presented.
31. Limitations
HIGH CLASS & UPPER HIGH CLASS MIDDLE CLASS & LOWER MIDDLE CLASS LOW CLASS
ALTERNATIVES
PRIVATE
WORD OF MOUTH
PROXIMITYPROXIMITYEDUCATIONAL PROGRAM
SCHOOL
ENVIRONMENT
OPEN DAYOPEN DAYWORD OF MOUTH WORD OF
MOUTH
EDUCATIONAL PROGRAM
BEST SCHOOL: EXCLUSIVITY BEST SCHOOL GIVES MY CHILDREN THE BEST
OUTCOME
BEST SCHOOL IN THE CATCHMENT AREA
SCHOOL
STRUCTURE
SCHOOL
ENVIRONMENT
ETHNIC
COMPOSITION
RELIGIOUS
STUDIES
PERSONAL PREFERENCE
Social Class
Information
Collection
Initial Criteria
Secondary
Criteria
What is the Best
Education?
OPEN DAY
ONLINE RESEARCH
PUBLIC
32. Policy Implications
Reducing the barriers that some families face in enrolling their children in schools
Institutional barriers and allocating more resources
To combat inequalities, it is necessary to gather data on the experience of students of
foreign origin by taking into account the obstacles they have to face in their paths,
along with the help that they need.
Policymakers’ perspective must take a broader notion and assess the success of
integration in comparison to its negative influence on enrollment in the
school-centered strategy.
Institutions are capable of ameliorating segregation within its premises through school
choice policies that encourage social inclusion and the development of a fully
multi-ethnic society.