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Expert vs. Lay Evaluation of Environmental Quality - II Layperson Evaluation: also defined as “subjective” or “observer-based” (Gifford, 2002) Layperson Evaluation: also defined as “subjective” or “observer-based” (Gifford, 2002) It relies on self-report tools through which people express their judgment on EQ (i.e.: the quality of an environmental object as it is experienced) Evaluation as by-product of daily psycho-social processes of knowledge, interpretation and use of the environment by the persons who experience it.
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SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES STRUCTURES Marino Bonaiuto, Ferdinando Fornara, Mirilia Bonnes Marino Bonaiuto, Ferdinando Fornara, Mirilia Bonnes University of Rome “La Sapienza” University of Rome “La Sapienza” Dipartimento di Psicologia dei Processi di Sviluppo e Socializzazione Dipartimento di Psicologia dei Processi di Sviluppo e Socializzazione 18th IAPS Conference. Wien, 5-10 July 2004 18th IAPS Conference. Wien, 5-10 July 2004
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Page 1: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: INDICATORS AND NEIGHBOURHOOD ATTACHMENT:

A CONFIRMATORY ANALYSIS OF FACTORIAL A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURESSTRUCTURES

Marino Bonaiuto, Ferdinando Fornara, Mirilia BonnesMarino Bonaiuto, Ferdinando Fornara, Mirilia Bonnes

University of Rome “La Sapienza”University of Rome “La Sapienza”Dipartimento di Psicologia dei Processi di Sviluppo e Dipartimento di Psicologia dei Processi di Sviluppo e

SocializzazioneSocializzazione

18th IAPS Conference. Wien, 5-10 July 200418th IAPS Conference. Wien, 5-10 July 2004

Page 2: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Expert Expert vs.vs. Lay Evaluation Lay Evaluation of Environmental Quality - Iof Environmental Quality - I

Expert EvaluationExpert Evaluation: also defined as “objective” or : also defined as “objective” or “technical” (Gifford, 2002)“technical” (Gifford, 2002)

It involves tools and “hard” measures such as It involves tools and “hard” measures such as mechanical monitoring or objective indexes and mechanical monitoring or objective indexes and estimates (e.g.: building density) to quantify EQestimates (e.g.: building density) to quantify EQ

EvaluationEvaluation as by-product of as by-product of processes of analytic processes of analytic measuremeasure elicited from coded systems in the realm elicited from coded systems in the realm of technical-scientific knowledgeof technical-scientific knowledge

Page 3: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Expert Expert vs.vs. Lay Evaluation Lay Evaluation of Environmental Quality - IIof Environmental Quality - II

Layperson EvaluationLayperson Evaluation: also defined as : also defined as “subjective” or “observer-based” (Gifford, 2002)“subjective” or “observer-based” (Gifford, 2002)

It relies on self-report tools through which people It relies on self-report tools through which people express their judgment on EQ (i.e.: the quality of express their judgment on EQ (i.e.: the quality of an environmental object as it is experienced)an environmental object as it is experienced)

EvaluationEvaluation as by-product of as by-product of daily psycho-social daily psycho-social processesprocesses of knowledge, interpretation and use of of knowledge, interpretation and use of the environment by the persons who experience it.the environment by the persons who experience it.

Page 4: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Expert Expert vs.vs. Lay Evaluation Lay Evaluation of Environmental Quality - IIIof Environmental Quality - III

Both kinds of environmental evaluation Both kinds of environmental evaluation aspire to aspire to objectivityobjectivity by getting reproducible measures by getting reproducible measures which are valid, reliable, sensible and usefulwhich are valid, reliable, sensible and useful

As well, both As well, both share subjectivityshare subjectivity, since also , since also expert evaluation relies on choice about which expert evaluation relies on choice about which environmental dimensions and elements to assess, environmental dimensions and elements to assess, which sample of place and time to select (Uzzell, which sample of place and time to select (Uzzell, 1989)1989)

Page 5: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Expert Expert vs.vs. Lay Evaluation Lay Evaluation of Environmental Quality - IVof Environmental Quality - IV

Different values, ideas and goals about the Different values, ideas and goals about the environment underlie expert and lay evaluation: environment underlie expert and lay evaluation: this can produce discordance between the two this can produce discordance between the two kinds (e.g., the evaluation of urban green areas: kinds (e.g., the evaluation of urban green areas: wilderness wilderness vs.vs. usability; see Bonnes & Bonaiuto, usability; see Bonnes & Bonaiuto, 1995)1995)

For that, it is important to compare and integrate For that, it is important to compare and integrate expert and lay evaluation data for improving expert and lay evaluation data for improving environmental design and managementenvironmental design and management

Page 6: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Perceived Environmental Quality Perceived Environmental Quality Indicators (PEQIs) - IIndicators (PEQIs) - I

What are PEQIs?What are PEQIs?……a standard set of (perceived) indicators for a a standard set of (perceived) indicators for a specific environmental object or place (e.g.: specific environmental object or place (e.g.: residential PEQIs), which can also be used for residential PEQIs), which can also be used for policy and monitoring functions (Bonaiuto, in policy and monitoring functions (Bonaiuto, in press)press)

Initial goal (Craik & Zube, 1976): to set valid and Initial goal (Craik & Zube, 1976): to set valid and general standards of perceived environmental general standards of perceived environmental quality for environmental elements such as air, quality for environmental elements such as air, water and lightwater and light

Page 7: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Perceived Environmental Quality Perceived Environmental Quality Indicators (PEQIs) - IIIndicators (PEQIs) - II

Limits of the earliest approach:Limits of the earliest approach:

- no focus on contextual specificity of person-- no focus on contextual specificity of person-environment relationshipenvironment relationship

- ignoring social construction processes which - ignoring social construction processes which influence lay evaluationinfluence lay evaluation

- molecolar units of analysis- molecolar units of analysis

Page 8: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Residential Satisfaction (RS) - IResidential Satisfaction (RS) - I

What is RS?What is RS?……an evaluative response which regards the an evaluative response which regards the experience of pleasure or gratification deriving experience of pleasure or gratification deriving from living in a specific place (Amerigo, 2002)from living in a specific place (Amerigo, 2002)

RS is a construct of multidimensional nature which RS is a construct of multidimensional nature which include cognitive, affective and behavioural include cognitive, affective and behavioural aspects (Francescato, 2002) aspects (Francescato, 2002)

Page 9: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Residential Satisfaction (RS) - IIResidential Satisfaction (RS) - II

Focus on cognitive aspectsFocus on cognitive aspects- - PEQIs of urban neighbourhoodsPEQIs of urban neighbourhoods::residents’ evaluation of the degree of quality possessed residents’ evaluation of the degree of quality possessed by salient attributes of residential environmentby salient attributes of residential environment

Focus on affective aspectsFocus on affective aspects- - Neighbourhood Attachment Neighbourhood Attachment (refers to the broader (refers to the broader construct of Place Attachment , see Giuliani, 2003):construct of Place Attachment , see Giuliani, 2003):feelings and emotions that people develop over time feelings and emotions that people develop over time and come to experience with reference to home and and come to experience with reference to home and their neighbourhood their neighbourhood

Page 10: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

PEQIs of urban neighbourhoodsPEQIs of urban neighbourhoods

Canter (1983), Guest e Lee (1984), Bonnes et al. (1991):Canter (1983), Guest e Lee (1984), Bonnes et al. (1991):  SpatialSpatial features (architectural and town- features (architectural and town-

planning)planning)

Human-socialHuman-social features (kind of neighbours and features (kind of neighbours and neighbourhood life)neighbourhood life)

FunctionalFunctional features (services and facilities) features (services and facilities)

In addition (Bonnes et al., 1997; Bonaiuto et al., 1999):In addition (Bonnes et al., 1997; Bonaiuto et al., 1999):

Contextual Contextual featuresfeatures (pace of life; pollution; (pace of life; pollution; environmental maintenance)environmental maintenance)

Page 11: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

PREQ and NA indicators for urban PREQ and NA indicators for urban placesplaces

Setting up scales measuring indicators of Setting up scales measuring indicators of Perceived Perceived Residential Environment Quality (PREQ) Residential Environment Quality (PREQ) and and Neighbourhood Attachment (NA)Neighbourhood Attachment (NA)

A long period of a step-by-step research process, A long period of a step-by-step research process, including the consequential phases of:including the consequential phases of:- scales’ creation- scales’ creation- empirical verification- empirical verification- scales’ refinement- scales’ refinement- new empirical verification- new empirical verification

Data have been gathered mainly in Data have been gathered mainly in neighbourhoods of a neighbourhoods of a great city (i.e., Rome).great city (i.e., Rome).

Page 12: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Length of residence in Rome

Presence of socialrelationship r²=0.02

Buildings’s aestheticPleasantness r²=0.02

Quietr²=0.01

Lack of opportunities

r²=0.02

Lack of green areas r²=0.05

Length of residence inthe neighborhood

Estimated socio-economic level

Number of persons living together

NeighbourhoodAttachment

r²=30

Inadequacy of cultural activitiesand meeting places r²=0.01

0.15

-0.15

0.20-0.25

0.20

-0.08-0.08

-0.08

0.08

-0.13

-0.23

0.15

-0.12

0.17

0.15

Final path analysis model including the best predictors (>0.15) from each one of the four content areas and neighbourhood attachment as criterion. Χ2 = 25,91 (20), p=0.17, GFI =0.99, AGFI=0.97, CFI =0.99.

Source: Bonaiuto et al., 1999

0.12

Page 13: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Research objectiveResearch objective

  Validation of the factorial structure of theValidation of the factorial structure of the most most

recent recent version of PREQ and NA scales in middle- version of PREQ and NA scales in middle- and low-and low- extension urban environmentsextension urban environments

Research hypothesisResearch hypothesis  A Confirmatory Factor Analysis will confirm the A Confirmatory Factor Analysis will confirm the

scales’ scales’ factorial structure and the reliability of factorial structure and the reliability of PREQ and PREQ and NA NA indicators emerged in a previous indicators emerged in a previous Exploratory Factor Exploratory Factor Analysis on the same data (see Analysis on the same data (see Bonaiuto et al., in press)Bonaiuto et al., in press)

Page 14: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

ToolsTools

The 4 Generative Criteria and The 4 Generative Criteria and the 11 PREQ Scales (items = 150) and 1 NA Scale (items = 8)the 11 PREQ Scales (items = 150) and 1 NA Scale (items = 8)

Architectural/town-planning Architectural/town-planning featuresfeatures(3 scales):(3 scales):

- Architectural and town-planning space - Architectural and town-planning space (22 items)(22 items)

- Organization of accessibility and roads- Organization of accessibility and roads(14 items)(14 items)

- Green spaces (10 items)- Green spaces (10 items)

Social relations featuresSocial relations features (1 scale): (1 scale):- People and social relations (24 items)People and social relations (24 items)

Context featuresContext features (3 scales): (3 scales):- Pace of life (16 items)- Pace of life (16 items)- Environmental health (8 items) - Environmental health (8 items) - Maintenance and care (12 items)- Maintenance and care (12 items)

Punctual and in-network Punctual and in-network servicesservices (4 scales):(4 scales):

- Welfare services (12 items)- Welfare services (12 items)- Cultural-recreational services - Cultural-recreational services

(16 items)(16 items)- Commercial services (8 items)- Commercial services (8 items)- Transportation services (8 Transportation services (8

items)items)

Place AttachmentPlace Attachment (1 scale):(1 scale):

- Neighbourhood Attachment Neighbourhood Attachment (8 items)(8 items)

Page 15: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

SampleSample1488 residents in different neighbourhoods of 11 1488 residents in different neighbourhoods of 11

Italian Italian medium- and low-estension urban contexts medium- and low-estension urban contexts (i.e. (i.e. Palermo, Latina, Cesena, Pescara, L’Aquila, Palermo, Latina, Cesena, Pescara, L’Aquila, Grosseto, Grosseto, Agrigento, Firenze, Bologna, Matera, Agrigento, Firenze, Bologna, Matera, Salerno)Salerno)

Data analysisData analysis

Exploratory FA: Principal Component AnalysisExploratory FA: Principal Component AnalysisConfirmatory Factor Analysis on each PREQ and Confirmatory Factor Analysis on each PREQ and

NA scale:NA scale:- - 3 (multi-factorial scales) or 4 (mono-factorial 3 (multi-factorial scales) or 4 (mono-factorial

scales) scales) item aggregates were created for running item aggregates were created for running CFACFA

- - Sample split (males vs. females) in order to get a Sample split (males vs. females) in order to get a cross-cross- sectional validation of structuressectional validation of structures

- - Comparison of nested models in order to choose Comparison of nested models in order to choose the the best fitting solution (Test best fitting solution (Test ΧΧ22 , , =.05)=.05)

Page 16: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Results of Principal Component Analysis on PREQ and NA Results of Principal Component Analysis on PREQ and NA indexes:indexes:number of items and Cronach’s Alfa number of items and Cronach’s Alfa (Source: Bonaiuto et al., (Source: Bonaiuto et al., in press)in press)GenerativGenerative criterione criterion

ScaleScale FactorFactor N N ItemItem

ss

AlfAlfaa

ArchitecturaArchitectural/l/town-town-planningplanningfeaturesfeatures

Architectural Architectural andandtown-planning town-planning spacesspaces

1. Building density1. Building density 77 .88.882. Building 2. Building aestheticsaesthetics

88 .90.90

3. Building volume3. Building volume 66 .89.89Organization ofOrganization ofaccessibility and accessibility and roadsroads

1. Internal 1. Internal practicabilitypracticability

88 .83.83

2. External 2. External connectionsconnections

66 .77.77

Green spacesGreen spaces 1. Green areas1. Green areas 1010 .92.92Social Social relations relations featuresfeatures

People and People and socialsocialrelationsrelations

1. Safety and 1. Safety and tolerancetolerance

66 .85.85

2. Discretion 2. Discretion 55 .86.863. Sociability and 3. Sociability and cordialitycordiality

77 .81.81

Page 17: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

GenerativGenerative e

criterioncriterion

ScaleScale FactorFactor N N IteItemm

AlfaAlfa

Punctual Punctual andandIn-networkIn-networkServicesServices

Welfare servicesWelfare services 1. Education services1. Education services 66 .85.852. Social-health 2. Social-health servicesservices

55 .71.71

Cultural-recreational Cultural-recreational servicesservices

1. Sport services1. Sport services 88 .88.882. Socio-cultural 2. Socio-cultural activitiesactivities

88 .84.84

Commercial servicesCommercial services 1. Commercial 1. Commercial servicesservices

88 .90.90

Transportation Transportation servicesservices

1. Public transport1. Public transport 77 .89.89

ContextContextFeaturesFeatures

Pace of lifePace of life 1. Relaxing vs. 1. Relaxing vs. distressingdistressing

88 .89.89

2. Stimulating vs. 2. Stimulating vs. boringboring

88 .84.84

Environmental healthEnvironmental health 1.Cleanness/1.Cleanness/noiselessness noiselessness

88 .91.91

Maintenance and Maintenance and carecare

1.Macro- and 1.Macro- and micro-upkeepmicro-upkeep

1212 .85.85

Place Place AttachmenAttachmentt

Neighbourhood Neighbourhood attach.attach.

1. Neighbourhood 1. Neighbourhood attach.attach.

88 .91.91

Page 18: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Architectural/town planning featuresArchitectural/town planning features Architectural/town planning spaces – PREQ Architectural/town planning spaces – PREQ

Scale 1Scale 1

Building Building DensityDensity

Building Building VolumeVolume

Building Building AestheticsAesthetics

δ1

δ2

δ3

δ4

δ5

δ6

δ7

δ8

δ9

FIT INDICES

NNFI = 0.98CFI = 0.98RMSEA = 0.058N males = 744, N females = 741N males = 744, N females = 741

BD1

BD2

BD3

BA1

BA2

BA3

BV1

BV2

BV3

.86.81

.88.90.82

.84.90.89

.87

.43

.45

.66

NESTED MODELS

BaselineΧ2 = 202.18 (48), S

invariantΔΧ2 = 3.47 (9), NS

, invariant ΔΧ2 = 2.02 (3), NS Accepted

Page 19: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Architectural/town planning featuresArchitectural/town planning features Organization ofOrganization of accessibility and roads – PREQ accessibility and roads – PREQ

Scale 2Scale 2

FIT INDICES

NNFI = 0.99CFI = 0.99RMSEA = 0.045N males = 744, N females = 741N males = 744, N females = 741

InternalInternalPracticabilityPracticability

δ1

δ2

δ3

IP1

IP2

IP3

ExternalExternalConnectionsConnections

δ4

δ5

δ6

EC1

EC2

EC3

.86.82.70

.82.80.73

.31

NESTED MODELS

BaselineΧ2 = 48.14 (16), S

invariantΔΧ2 = 6.77 (6), NS

, invariant ΔΧ2 = 1.93 (1), NS Accepted

Page 20: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Architectural/town planning featuresArchitectural/town planning features Green areas – PREQ Scale 3Green areas – PREQ Scale 3

FIT INDICES

NNFI = 0.99CFI = 0.99RMSEA = 0.053N males = 744, N females = 741N males = 744, N females = 741

Green Green AreasAreas

δ1

δ2

δ3

GA2

GA3

GA4

GA1

δ4

.86

.88.89

.79

NESTED MODELS

BaselineΧ2 = 30.02 (4), S

invariantΔΧ2 = 3.74 (4), NS

, Өδ invariantΔΧ2 = 3.29 (4), NSAccepted

Page 21: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Social relations featuresSocial relations features People and social relations – PREQ Scale 4People and social relations – PREQ Scale 4

Security andSecurity andToleranceTolerance

Sociability andSociability andCordialityCordiality

Discretion andDiscretion andCivilityCivility

ST1

ST2

ST3

DC1

DC2

DC3

SC1

SC2

SC3

δ1

δ2

δ3

δ4

δ5

δ6

δ7

δ8

δ9

FIT INDICES

NNFI = 0.97CFI = 0.97RMSEA = 0.059N males = 744, N females = 741N males = 744, N females = 741

.82.82.84

.86.83.76

.70.80.81

.41

.18

.44

NESTED MODELS

BaselineΧ2 = 214.18 (48), S

invariantΔΧ2 = 17.25 (9), S

, Өδ invariantΔΧ2 = 10.68 (9), NS

, Өδ, invariantΔΧ2 = 5.97 (3), NS Accepted

Page 22: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Functional featuresFunctional features Welfare services – PREQ Scale 5Welfare services – PREQ Scale 5

FIT INDICES

NNFI = 0.99CFI = 0.99RMSEA = 0.054N males = 744, N females = 741N males = 744, N females = 741

School School ServicesServices

δ1

δ2

δ3

SS1

SS2

SS3

Social-CareSocial-Careservicesservices

δ4

δ5

δ6

SC1

SC2

SC3

.75.95.72

.75

.59

.56

.46

NESTED MODELS

BaselineΧ2 = 41.49 (16), S

invariantΔΧ2 = 8.79 (6), NS

, Өδ invariantΔΧ2 = 2.52 (6), NS

, Өδ, invariantΔΧ2 = 0.69 (1), NS Accepted

Page 23: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Functional featuresFunctional features Ricreational services – PREQ Scale 6Ricreational services – PREQ Scale 6

FIT INDICES

NNFI = 0.99CFI = 0.99RMSEA = 0.045N males = 744, N females = 741N males = 744, N females = 741

Sport Sport ServicesServices

δ1

δ2

δ3

SS1

SS2

SS3

Socio-culturalSocio-culturalActivitiesActivities

δ4

δ5

δ6

SA1

SA2

SA3

.85.88.86

.90.71.75

.41

NESTED MODELS

BaselineΧ2 = 60.11 (16), S

invariantΔΧ2 = 1.86 (6), NS

, Өδ invariantΔΧ2 = 10.63 (6), NS

, Өδ, invariantΔΧ2 = 0 (1), NS Accepted

Page 24: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Functional featuresFunctional features Commercial services – PREQ Scale 7Commercial services – PREQ Scale 7

FIT INDICES

NNFI = 0.97CFI = 0.97RMSEA = 0.102N males = 744, N females = 741N males = 744, N females = 741

CommercialCommercial ServicesServices

δ1

δ2

δ3

CS2

CS3

CS4

CS1

δ4

.84

.89.83

.74

NESTED MODELS

BaselineΧ2 = 100.14 (4), S

invariantΔΧ2 = 1.26 (4), NS

, ӨδinvariantΔΧ2 = 3.29 (4), NS Accepted

Page 25: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Functional featuresFunctional features Transport services – PREQ Scale 8Transport services – PREQ Scale 8

FIT INDICES

NNFI = 1.00CFI = 1.00RMSEA = 0.035N males = 744, N females = 741N males = 744, N females = 741

TransportTransportServicesServices

δ1

δ2

δ3

TS2

TS3

TS4

TS1

δ4

.79

.83

.84.86

NESTED MODELS

BaselineΧ2 = 9.60 (4), S

invariantΔΧ2 = 4.07 (4), NSAccepted

Page 26: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Context featuresContext features Pace of life – PREQ Scale 9Pace of life – PREQ Scale 9

FIT INDICES

NNFI = 1.00CFI = 1.00RMSEA = 0.029N males = 744, N females = 741N males = 744, N females = 741

Relaxing vs.Relaxing vs.DistressingDistressing

δ1

δ2

δ3

RD1

RD2

RD3

StimulatingStimulatingvs. Boringvs. Boring

δ4

δ5

δ6

SB1

SB2

SB3

.87.88.77

.83.83.78

-.10

NESTED MODELS

BaselineΧ2 = 38.01 (16), S

invariantΔΧ2 = 2.96 (6), NS

, Өδ invariantΔΧ2 = 3.97 (6), NS

, Өδ, invariantΔΧ2 = 1.74 (1), NS Accepted

Page 27: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Context featuresContext features Environmental health – PREQ Scale 10Environmental health – PREQ Scale 10

FIT INDICES

NNFI = 1.00CFI = 1.00RMSEA = 0.037N males = 744, N females = 741N males = 744, N females = 741

Evironment.Evironment.HealthHealth

δ1

δ2

δ3

EH2

EH3

EH4

EH1

δ4

.80

.90

.88.90

NESTED MODELS

BaselineΧ2 = 14.32 (4), S

invariantΔΧ2 = 2.02 (4), NSAccepted

Page 28: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Context featuresContext features Upkeep and care – PREQ Scale 11Upkeep and care – PREQ Scale 11

FIT INDICES

NNFI = 0.99CFI = 0.99RMSEA = 0.048N males = 744, N females = 741N males = 744, N females = 741

UpkeepUpkeepand Careand Care

δ1

δ2

δ3

UC2

UC3

UC4

UC1

δ4

.80

.79.80

.76

NESTED MODELS

BaselineΧ2 = 26.41 (4), S

invariantΔΧ2 = 3.70 (4), NS

, Өδ invariantΔΧ2 = 2.59 (4), NSAccepted

Page 29: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

Neighbourhood AttachmentNeighbourhood Attachment Neighbourhood attachment – NA Scale Neighbourhood attachment – NA Scale

FIT INDICES

NNFI = 0.99CFI = 0.99RMSEA = 0.065N males = 744, N females = 741N males = 744, N females = 741

Neighbourh. Neighbourh. AttachmentAttachment

δ1

δ2

δ3

NA2

NA3

NA4

NA1

δ4

.80

.88.86

.86

NESTED MODELS

BaselineΧ2 = 43.54 (4), S

invariantΔΧ2 = 0.17 (4), NS

, Өδ invariantΔΧ2 = 5.94 (4), NSAccepted

Page 30: SCALES ON PERCEIVED URBAN RESIDENTIAL QUALITY INDICATORS AND NEIGHBOURHOOD ATTACHMENT: A CONFIRMATORY ANALYSIS OF FACTORIAL STRUCTURES Marino Bonaiuto,

ConclusionsConclusions

CFA confirmedCFA confirmed- 19 Perceived Residential Environment - 19 Perceived Residential Environment Quality Quality

(PREQ) (PREQ) - 1 Neighbourhood Attachment (NA) - 1 Neighbourhood Attachment (NA)

Next validity developmentsNext validity developments- Comparison between PREQIs and expert - Comparison between PREQIs and expert

assessmentsassessments- Test PREQIs’ discriminant validity (different - Test PREQIs’ discriminant validity (different

neighbourhoods)neighbourhoods)- Test PREQIs in different countries- Test PREQIs in different countries- Test relationship between PREQIs, - Test relationship between PREQIs,

neighbourhood neighbourhood attachment and attachment and SatisfactionSatisfaction


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