FINAL Belgrade Talk 1

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    Seminar, Belgrade University, 2l November, 2011

    University of Oxford

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    Allportscontact hypothesisOpportunity-for-contact vs actual contact

    4 themes of contemporary research

    Beyond outgroup attitudes/prejudice as outcome variable

    From cross-sectional to longitudinal research

    Multi-level analyses

    A new form of extended contact

    An integrated theory of intergroup contact

    2

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    The Idea of Inter-group Contact(Allport, 1954)

    Positive contact with a member of another group

    (often a negatively stereotyped group) can

    improve negative attitudes:

    -- not only towards the specific member,

    --but also towards the group as a whole

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    Quantity of contactfrequency of interaction

    with outgroup members, e.g., how often do you

    meet/talk to/etc. outgroup members where you

    live/shop/socialize, etc?

    Quality of contactnature of the interaction with

    outgroup members, e.g., how positive/negative;

    friendly/unfriendly, etc, is the contact?

    5

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    Key Dimensions of Contact(Allport, 1954; Amir, 1969; Cook, 1982)

    Equal status

    Stereotypes are disconfirmed

    Cooperation

    Situation allows participants to get to know eachother properly

    Norms support equality

    (later: cross-group friends)

    *Should be seen as facilitating rather than essential conditions

    (Pettigrew, 1998)

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    Does Contact Work?

    Results of a MetaAnalysis

    Number of Studies: 515 studies

    Participants: 250,089 people from 38nations

    Studies range across many: Disciplines

    Intergroup contexts

    Prejudice indicators

    Reliable effect: morecontact, lessprejudice

    (Pettigrew & Tropp, 2006)

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    Opportunity for Intergroup Contact vs

    Meaningful Intergroup Contact

    Mere presence of out-group members

    Actual, meaningfulcontact: Communication

    Getting to know one another

    Exchange of information

    These different measures have quite different effects

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    Area A1

    Costa

    Food

    service

    counters

    Area A3

    Area A4

    Area A2Kitchen

    Day 1

    Time 1

    Occupied seats 89

    Mixed tables 1

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    Multiple Measures of Segregation/Mixing

    (a) the segregation index of dissimilarity (D; Clack et al., 2005)

    (b) Ethnic composition of social units

    (c) Side-by-side and face-to-face cross-race adjacencies

    (Campbell et al., 1966)(d) Aggregation Index of ethnic clustering (I; difference

    between actual vs. expected frequency with which Whites

    and Asians sat opposite each other; Campbell et al., 1966)

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    Asian

    White

    Black

    Other

    Pillar (i.e., not a seat)

    Empty seat

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    Area A1

    Costa

    Food

    service

    counters

    Area A3

    Area A4

    Area A2Kitchen

    Day 1

    Time 1

    Occupied seats 89

    Mixed tables 1

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    All

    White

    All

    Asian

    White/

    Asian

    White/

    Asian/

    Black/Other

    White/

    Black/

    Other

    Asian/

    Black/

    Other

    Black

    /

    Other

    % of

    social

    units

    58.97% 30.91% 4.18% 0.33% 4.73% 0.55% 0.33%

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    Day Area No. of Intervals I Upper Limit Lower Limit

    1 1 10 -1.99 -0.98 -4.36

    1 2 10 -0.71 0 -2.57

    1 3 10 -0.29 0 -1.48

    1 4 10 -1.09 0 -3.04

    2 1 12 -1.6 -0.32 -3.82

    2 2 12 -0.39 0 -1.52

    2 3 12 -0.44 0 -3.44

    2 4 12 -1.19 0 -3.02

    Note: I denotes aggregation index (negative values indicate more ethnic

    clustering/less cross-ethnic mixing than expected from random

    distribution). Especially, Area 1 . . .

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    Area A1

    Costa

    Food

    service

    counters

    Area A3

    Area A4

    Area A2

    Kitchen

    Day 2

    Time 7

    Occupied seats 142

    Mixed tables 4

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    Day Area No. of intervals Number of Whites Number of Asians

    1 1 10 251 366

    1 2 10 254 16

    1 3 10 141 9

    1 4 10 282 46

    2 1 12 241 461

    2 2 12 278 16

    2 3 12 182 13

    2 4 12 381 36

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    Area A1 had a higher proportion of Asians than the other

    areas.

    We then compared area A1 to each other area, in turn, to see

    whether ethnicity and area were related.

    Asian and White students were sig. unevenly distributedacross the cafeteria

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    Beyond outgroup attitudes/prejudiceAttitudes to multiple outgroups

    Additional dependent variables

    From cross-sectional to longitudinal research

    Studying contact over time

    Multi-level analyses

    From individuals to neighbourhoods

    A new form of intergroup contact Extended or indirect contact

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    Explicit attitudesImplicit attitudes

    Neural processes*

    Trust and forgiveness

    Outgroup-to-outgroup generalization: the

    secondary transfer effect. *

    Behavioural outcomes: helping *

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    Face, Race and Emotion in the Brain(Walker, Nobre, Silvert, & Hewstone, 2007)

    We compared neural mechanisms of face processing in

    different social contexts (different races, different facial

    expressions of emotion):

    We investigated Event-Related Potentials (ERPs)

    Own and other race (White/Black) faces

    Emotional faces: happy/angry/neutral

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    EEG Recording

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    Emotional Modulation

    600 ms-100 0 ms 200 400

    10 V

    -10 V

    NeutralHappyAngry

    PO8

    White Faces

    Neutral

    HappyAngry

    Black Faces

    P300

    N170

    Both components (N170,P300) modulated by race and

    emotion

    The greater the contact, the

    smaller the difference between

    own- and other-race face

    processing

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    Are the effects of contact with members of one group

    restricted to that outgroup, or do they have knock-on or

    trickle-down effects on attitudes towards other groups?

    Could represent the most far-reaching effects of

    contact: towards 'cosmopolitanism

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    Contact with and prejudice towards Primaryoutgroup: immigrants

    Prejudice towards Secondary outgroup:

    Jews

    Gays/homosexuals

    Homeless people

    National cross-sectional samples (N = 1,000)in 8 European countries

    Investigated STE controlling for ideology of

    inequality (SDO) 29

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    GFE-UK data (Schmid et al., in press)

    Intergroup

    Contact

    Negative

    attitudes -

    homosexuals

    Anti-semitism

    Anti-

    immigrant

    attitudes

    SDONegative attitudes

    - homeless

    Significant indirect effects of contact (full mediation via attitude generalization) on anti-semitism

    (= -.06,p=.001), and attitudes to homosexuals (= -.06,p< .001) and homeless (= -.06,p

    < .001); controlling for age, gender, education, income. Model fit: 2=243.39, df= 95,p< .001, 2/df=2.56, CFI= .97, RMSEA= .04, SRMR= .03

    -.19***

    .46***

    .31***

    .30***

    .32***

    .25***

    .13**

    -.36***

    R2=.29

    R2=.37

    R2=.17

    30

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    Evidence from

    Northern Ireland

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    Longitudinal Secondary transfer effect in

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    1.76*

    Longitudinal Secondary transfer effect inNorthern Ireland

    (N= 181 Catholics, 223 Protestants; matched at T1-T2, 1 year;

    Tausch et al.,2010)

    .43***

    1.84*

    *p< .05; **p< .01; ***p< .001

    1.07, n.s.

    Attitude toracial

    minorities T2

    Ingroup

    feelingthermometer

    T2

    Attitude toethno-religious

    outgroup T2

    Neighbourhoodcontact with

    ethno-religiousoutgroup T1

    Controlling for:

    Contact with andattitude to racialminorities T1

    Attitude toethno-religious

    outgroup T1

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    Data from the Altruistic Personality and Prosocial BehaviourInstitute(Oliner/Oliner 1988; see also Varese/Yaish 2000, 2005; Kroneberg et al. 2010)

    Respondents from 15 European countries

    Data collected in the 1980s Retrospective case-control sample:

    Case sample of identified rescuers (N=346, recognized byYad Vashem, The Holocaust Martyrs and HeroesRemembrance Authority, as Righteous among the Nations)

    Control sample matched on age, sex, education, region(N=164)

    Final sample = 297 rescuers, 115 non-rescuers

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    Pre-war friendships with Jews increase the probability of

    rescuing Jews (especially Jewish friends)

    3. Empirical Application

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    Multinomial logistic regression (variables coded [0,1]):

    Pre-war frnds. w Jews

    HelpingJewish friends

    12.19**

    Helping otherJews

    2.24**

    Notes: N = 412. Coefficients are odds ratios. No control variables.

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

    p pp

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    Odds ratio (OR) calculated shows the probability of helping (Jewish friends; other

    Jews) vs not-helping

    OR of 12.19 in previous table 1 means:

    The odds of helping other Jewsvs. not helping increase (only) by a factor of 2.24if

    respondents had Jewish friends before the war.

    Less technically:

    If you had pre-war Jewish friends, the probability of Helping Jewish

    Friends divided by the probability of not-Helping was 12.19timeshigher than if you did not have pre-war Jewish friends.

    Having Jewish friends before the war made potential rescuers more

    likely to help, especially to help Jewish friends, but also to help other

    Jews.

    3. Empirical Application

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    Pre-war frnds. w Jews

    Age

    Prosocial orientation

    Command zone

    Size Jewish population

    Number of rooms

    Many neighbours

    HelpingJewish friends

    15.41**

    1.07**

    18.43**

    10.89**

    0.98

    15.28**

    0.86

    Helping otherJews

    2.89**

    1.05*

    5.18*

    10.36**

    1.19**

    12.11**

    0.39*

    Multinomial logistic regression (variables coded [0,1]):

    Notes: N = 412. Coefficients are odds ratios. Additional control variables: gender;

    education level; religiosity; religious confession; SS zone, Jewish Neighbours,

    partner/children in household, financial resources.+ < 0.10, * < 0.05, ** < 0.01.

    p pp

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    3 Wave Study of Longitudinal Contact in South

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    3-Wave Study of Longitudinal Contact in South

    African Coloured Schools(Swart, Hewstone, Christ, & Voci, in press)

    Age (yrs):

    T1: Mean (SD) = 14.68 (1.06)

    T2 (+ 6 mths): Mean (SD) = 15.31 (1.03)

    T3 (+ 6 mths): Mean (SD) = 15.67 (1.05)

    Variables: Predictors: cross-group friends

    Mediators: intergroup anxiety; empathy

    Outcomes: positive outgroup attitudes; outgroup variability; negative actiontendencies

    3-wave cross-lagged analyses

    3-waves permit mediation analyses

    Time 1 predictor -> Time 2 mediator -> Time 3 Outcome

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    Outgroup Outgroup Outgroup

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    Positive

    Outgroup

    Attitudes

    Positive

    Outgroup

    Attitudes

    Positive

    Outgroup

    Attitudes

    Perceived

    outgroup

    Variability

    Perceived

    outgroup

    Variability

    Perceived

    outgroup

    Variability

    Negative

    Action

    Tendencies

    Negative

    Action

    Tendencies

    Negative

    Action

    Tendencies

    g p

    Friendshipsg p

    FriendshipsOutgroup

    Friendships

    Intergroup

    Anxiety

    Intergroup

    Anxiety

    Intergroup

    Anxiety

    Empathy Empathy Empathy

    -.15**-.27***

    -.14**

    -.11**

    .13**-.14**

    .23***

    .15**

    .23***

    -.14**

    -.11**

    .13**-.14**

    .23***

    -.15**

    .23***

    .15**

    -.27***

    Blue: forward; Red: reverse

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    Making Sense of Spaghetti

    Green paths are autoregressive.

    Blue paths are 'forward' paths (as predicted by contact model:contact->mediators->prejudice / mediators->prejudice / contact->mediators).

    Red pathsare 'reverse' paths (prejudice->mediators->contact /prejudice->mediators / mediators->contact).

    Model equates paths from Wave 1-2, and 2-3

    All paths indicated are significant.

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    Outgroup Outgroup Outgroup

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    Positive

    Outgroup

    Attitudes

    Positive

    Outgroup

    Attitudes

    Positive

    Outgroup

    Attitudes

    Perceived

    outgroup

    Variability

    Perceived

    outgroup

    Variability

    Perceived

    outgroup

    Variability

    Negative

    Action

    Tendencies

    Negative

    Action

    Tendencies

    Negative

    Action

    Tendencies

    Friendshipsg p

    Friendshipsg p

    Friendships

    Intergroup

    Anxiety

    Intergroup

    Anxiety

    Intergroup

    Anxiety

    Empathy Empathy Empathy

    -.15**-.27***

    -.14**

    -.11**

    .13**-.14**

    .23***

    .15**

    .23***

    -.14**

    -.11**

    .13**-.14**

    .23***

    -.15**

    .23***

    .15**

    -.27***

    Blue: forward; Red: reverse

    Outgroup Outgroup Outgroup

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    Positive

    Outgroup

    Attitudes

    Positive

    Outgroup

    Attitudes

    Positive

    Outgroup

    Attitudes

    Perceived

    outgroup

    Variability

    Perceived

    outgroup

    Variability

    Perceived

    outgroup

    Variability

    Negative

    Action

    Tendencies

    Negative

    Action

    Tendencies

    Negative

    Action

    Tendencies

    Friendshipsg p

    Friendshipsg p

    Friendships

    Intergroup

    Anxiety

    Intergroup

    Anxiety

    Intergroup

    Anxiety

    Empathy Empathy Empathy

    -.15**-.27***

    -.14**

    -.11**

    .13**-.14**

    .23***

    .15**

    .23***

    Blue: forward; Red: reverse

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    Lower

    PrejudiceOpportunityfor contact

    + Out-groupfriends

    -Percentage ofOut-groupers

    +

    Percentage ofOut-groupers

    + Higher Threat/Competition

    HigherPrejudice

    +

    Putnams (2007) Diversity-Distrust Hypothesis:

    Threat vs Opportunity

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    49

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    In colloquiallanguage, peopleliving in ethnically

    diverse settingsappear to hunkerdown that is, topull in like a turtle.(Putnam, 2007, p.149)

    E Pluribus Unum:Diversity andCommunity in the

    Twenty-first Century

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    Mixed pattern of results in replications

    Role of disadvantage

    Measures of Diversity

    Missing or inappropriate measures of intergroup contact

    Putnam uses high-threshold measure of contact (friends)

    Does not test whether contact mediates diversity effect

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    Contact as mediator of contextual diversity

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    Diversity(= opportunity

    for contact)

    Social

    cohesion

    Intergroup

    Contact+ +

    - (?)

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    (PIs: M. Hewstone, A. Heath, C. Peach, S. Spencer

    post docs: A. Al Ramiah, N. Demireva, S. Hussain, K. Schmid)

    Test of integrated model of group threat theory and contact

    theory, to examine relationship between macro-level diversity

    and individual-level interethnic attitudes

    Sampled respondents from neighbourhoods of varying

    degrees of ethnic diversity

    Control for additional key macro-level variable:neighbourhood deprivation

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    Cross-sectional survey of nationally representative sample inEngland (CAPI)

    Random location quota sampling, based on stratified design(grid = ethnic density X deprivation)

    Sample = 1666, of which N= 868 White British respondents(418 males, 450 females, age range: 16-97, Mage= 47.74, SD=19.14)

    (Ethnic minority respondents not analysed yet)

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    Perceived diversity (2 items, r = .71***) e.g., What proportion of people with an ethnic minority background live in your

    neighbourhood? (1- none, 5 a lot)

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    Intergroup contact (2 items, 1-never, 5-very often; r= .57***) e.g. How often, if at all, do you mix socially with people from ethnic minority

    backgrounds in your neighbourhood?

    Perceived threat (5 items, 1-strongly disagree, 5-strongly agree; see Stephan & Stephan, 2000) E.g., The more political and economic power ethnic minorities have in this country, the

    more difficult it is for White British people.

    E.g., People with ethnic minority backgrounds threaten White British peoples way oflife.

    Ingroup bias (0extremely unfavorable, 100-extremely favorable) How do you feel about White British people/people from ethnic minority

    backgrounds?

    discrepancy score of ingroup-outgroup rating as measure of bias

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    Between-level neighbourhood measures

    Percentage Non-White British (range: 1% - 84%)

    Index of multiple deprivation (IMD; based on variety of

    indicators, e.g. income, employment, health deprivation)

    Analysis

    Data hierarchically ordered in a two-level structure

    (respondents nested within neighbourhoods)

    Multilevel structural equation modeling to account for both

    within-level and between-level variance of constructs

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    WITHIN

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    WITHIN

    BETWEEN

    Perceived

    diversity

    Intergroup

    contact

    Perceived

    threat

    Intergroup

    contact

    Perceivedthreat

    Ingroupbias

    Ingroup bias

    % Non-WhiteBritish

    IMDModel fit:2 (61) = 105.84,p=.00, CFI = .98, RMSEA = .03, SRMRwithin= .04,

    SRMRbetween= .09; all parameters are unstandardized.

    .45*** -.35***

    1.13***

    -.57*

    .01***

    1.84***

    .86***

    ns

    ns

    .97***

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    DIRECT CONTACT

    Quantity of contactfrequency of interaction with outgroupmembers, e.g., how often do you meet/talk to/etc. outgroup

    members where you live/shop/socialize, etc?

    Quality of contactnature of the interaction with outgroup

    members, e.g., how positive/negative; friendly/unfriendly, etc, is thecontact?

    Cross-group friendshipbeing friends with outgroup members,e.g., How many close outgroup friends?

    EXTENDED CONTACT

    Indirect/Vicarious contact, via family or friends, e.g., How many ofyour family members/friends have outgroup friends?

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    Some of my friends have friends who are . . .

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    (outgroup members)

    Extended contact is second-hand, rather thaninvolving the participants in direct intergroupcontact themselves

    Just knowingother people in your group whohave out-group friends might improve attitudesto the out-group (Wright et al., 1997)

    Extended Contact in Northern Ireland(Results for Catholic and Protestant students; N = 316)

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    Number of

    Direct

    Friends

    IntergroupAnxiety

    R2= .21

    Number ofIndirect

    Friends

    General

    Group

    Variability

    R2 = .11

    PrejudiceTowards

    The Group

    R2= .48

    -.18***

    .17**

    - .03.53***

    .52

    (Results for Catholic and Protestant students; N 316)

    (Paolini, Hewstone, Cairns & Voci, 2004)

    .79

    .89

    Impact of Indirect Contact is Moderated by Amount of Direct

    ( d h )

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    (Friendship) Contact

    (NI- CRU Survey, N=984; Christ, Hewstone et al., PSPB, 2010)

    Low cross-group friendship High cross-group friendship

    When does extended contact work best? When direct contact is low

    Longitudinal analysis of the effects of extended

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    contact at time 1 on direct contact at time 2

    (Swart, Hewstone, Tausch et al., in prep.)

    Extended

    Contact

    (Time 1)

    Neighbourhood

    Contact Quantity

    (Time 2)

    Controlling for

    direct contact

    scores at Time 1

    Neighbourhood

    Contact Quality

    (Time 2)

    Contact with Friends

    (Time 2)

    .15***

    .23***

    .21***

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    Meaningful contact is crucialfor integration

    Just living together is notenough (re-segregation problemin cafeteria)

    Direct contact has reliable effects

    Longitudinal and multi-level evidence

    Evidence of mediators

    Contact has multiple outcomes

    Secondary transfer; helping

    Extended contact has reliable effects Especially for those with no/low direct contact

    It promotes take up of direct contact

    But is typically weaker than direct contact65

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    FundingLeverhulme Trust

    Community Relations Unit (N.I.)

    Economic and Social Research Council

    Nuffield Foundation

    Russell Sage Foundation, U.S.A.Templeton Foundation, U.S.A.

    Max-Planck Gesellschaft (Uncle Steve)

    66

    (ex) Graduate students

    Maria IoannouDr Ananthi al-Ramiah

    Dr Hermann Swart

    Dr Nicole Tausch

    Dr Rhiannon Turner

    Dr Christiana Vonofakou

    Dr Pamela Walker

    Research collaboratorsProf. Ed Cairns (University of Ulster)

    Dr Oliver Christ (University of Marburg, Germany)

    Prof. Joanne Hughes (University of Ulster)

    Dr Jared Kenworthy (University of Texas)

    Clemens Kronenberg(University of Mannheim)Dr Katharina Schmid (University of Oxford)

    Dr Alberto Voci (University of Padua, Italy)

    MPI-team, Goettingen!

    Undergraduate students

    Eleanor BakerChristina Floe

    Caroline Povah

    Elisabeth Reed

    Anna Westlake

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    APPENDIX SLIDES

    67

    What is the relationship between diversity and

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    What is the relationship between diversity and

    trust? Mixed Findings

    More DiversityLess Trust

    Putnam (2007); Lancee & Dronkers (2008);Fieldhouse & Cutts (2010)

    More DiversityMore Trust Marschall & Stolle (2004; Black sample); Fieldhouse & Cutts (2010;

    ethnic minority sample in UK); Morales & Echazarra (forthcoming)

    More DiversityNo effect on Trust

    Marschall & Stolle (2004; White sample); Gesthuizen, van der Meer &

    Scheepers (2008); Hooghe et al. (2008)

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    Cross-sectional survey of nationally representative sample inEngland, using computer assisted personal interviewing

    techniques

    Random location quota sampling, based on stratified design(grid = ethnic density X deprivation)

    Primary sampling unit (PSU): middle layer super output areas(average PSU size: 2250 addresses)

    224 PSUs sampled

    Total N= 1666, of which N= 868 White British respondents(418 males, 450 females, age range: 16-97, Mage= 47.74, SD=19.14)

    (Ethnic minority respondents not analysed yet)

    69

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    Exampleof a colour-coded table. Each chair is coded for the ethnicity of the

    student, and White-Asian adjacencies and contiguous groups circled and

    counted for each time interval.

    = Contiguous groups/isolates (3)

    = White/Asian adjacencies (2)

    = White

    = Asian

    Chairs

    Table

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    Kappa Coefficient Significance level

    Total number of

    people in areas.86 p=