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1
Building Community Collaboration to Building Community Collaboration to Promote Healthy Youth Promote Healthy Youth
Development:Development:
Social Development Research GroupSocial Development Research GroupSchool of Social WorkSchool of Social Work
University of WashingtonUniversity of Washingtonwww.sdrg.org
J. David Hawkins Ph.D.J. David Hawkins Ph.D.
Melissa Institute Melissa Institute May 1, 2008May 1, 2008
2
The Challenge for The Challenge for Community Prevention Community Prevention
•To address those risk factors most prevalent in a community with tested, effective policies and programs.
•To address protective factors most depressed in a community with tested, effective policies and programs that strengthen those protective factors.
3
The The Communities That Communities That CareCare Prevention System Prevention System
• Helps communities apply the advances of prevention science to guide youth development and prevention work.
• Measures community levels of protection and risk by surveying young people.
• Matches the community’s profile of risk and protection with tested, effective programs and policies.
4
The The Communities That Communities That CareCare
Prevention SystemPrevention System• Local control builds ownership to
create sustainable change.
• Focuses on outcomes to insure success: Are fewer teens using drugs? Fewer smoking? Fewer committing violent acts?
5
The CThe Communities That Care ommunities That Care Operating SystemOperating System
Creating Communities
That Care
Get Started
Get Organized
Develop a ProfileCreate a Plan
Implement andEvaluate
6
The CThe Communities That Care ommunities That Care Operating SystemOperating System
Creating Communities
That Care
Get Started
Get Organized
Develop a ProfileCreate a Plan
Implement andEvaluate
• Community readiness assessment.
• Identification of key individuals, stakeholders,
and organizations.
7
The CThe Communities That Care ommunities That Care Operating SystemOperating System
Creating Communities
That Care
Get Started
Get Organized
Develop a ProfileCreate a Plan
Implement andEvaluate
• Training key leaders and board in CTC
• Building the community coalition.
8
The CThe Communities That Care ommunities That Care Operating SystemOperating System
Creating Communities
That Care
Get Started
Get Organized
Develop a ProfileCreate a Plan
Implement andEvaluate
• Collect risk/protective factor and outcome data.
•Collect information on community resources
• Construct a community profile
from the data.
9Diffusion Consortium ProjectSocial Development Research Group, University of Washington
Madison Middle School Risk Profile 8th Grade
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Pe
rce
nt
At
Ris
k
School 2002 District 2002
Community Family School
Survey Participation Rate 2002: 87.4%
2002
Estimated National Value
Peer-Individual
10
The CThe Communities That Care ommunities That Care Operating SystemOperating System
Creating Communities
That Care
Get Started
Get Organized
Develop a ProfileCreate a Plan
Implement andEvaluate
• Define outcomes.•Prioritize factors to be
targeted.• Select tested, effective
interventions.• Create action plan.
• Develop evaluation plan.
11Diffusion Consortium ProjectSocial Development Research Group, University of Washington
Addressing Barriers with Addressing Barriers with Effective ActionEffective Action
3-5Early Childhood Education
prenatal-2Prenatal/Infancy Programs
6-14Family Therapy
prenatal-14Parent Training
Family Management Problems
Developmental PeriodProgram Strategy Factor Addressed
12Diffusion Consortium ProjectSocial Development Research Group, University of Washington
Effective Training for Effective Training for Middle School ParentsMiddle School Parents
• Guiding Good Choices (Spoth et al., 1998)• Adolescent Transitions Program (Dishion and
Andrews, 1995)• Parenting Adolescents Wisely (Gordon et al.,
1998)• Creating Lasting Connections (Johnson et al., 1996)• Strengthening Families 10 to 14 Program (Spoth,
1998)• Focus on Families (Catalano et al., 1999; 1997)
13
The CThe Communities That Care ommunities That Care Operating SystemOperating System
Creating Communities
That Care
Get Started
Get Organized
Develop a ProfileCreate a Plan
Implement andEvaluate
• Form task forces.• Identify and train
implementers.• Sustain collaborative
relationships.• Evaluate processes and
outcomes.• Adjust programming.
14
What is required to install What is required to install CTC? CTC?
•A coalition of community stakeholders.•A coordinator for the CTC process.•Manuals and curriculum materials.•Training from certified trainers.•Technical assistance when difficulties
are encountered.•A monitoring system to provide routine
feedback on progress and outcomes.
15
CTC TrainingsCTC Trainings
1.1. Key Leader OrientationKey Leader Orientation
2.2. Community Board TrainingCommunity Board Training
3.3. Community Assessment TrainingCommunity Assessment Training
4.4. Community Resource Assessment Community Resource Assessment TrainingTraining
5.5. Community Planning TrainingCommunity Planning Training
6.6. Community Program Implementation Community Program Implementation TrainingTraining
16
Assess risk,
protection and resources
Implement and evaluate
tested prevention strategies
Increase in priority
protective factors
Decrease in priority risk
factors
Increase in positive youth
development
Reduction in problem
behaviors
Vision for a healthy
community
ProcessMeasurable Outcomes
6-9 mos. 1 year 2-5 years 5-10 years
Communities that CareCommunities that CareProcess and TimelineProcess and Timeline
17
The Community Youth The Community Youth Development Study Development Study
(CYDS)(CYDS)
•A 24 community randomized controlled trial to test the Communities That Care system started in 2003.
The Community Youth The Community Youth Development Study TeamDevelopment Study Team
Funded by:National Institute on Drug Abuse
Center for Substance Abuse Prevention National Cancer Institute
National Institute on Child Health and DevelopmentNational Institute on Mental Health
Robert D. Abbott Michael W. ArthurMegan M. Baldwin John S. Briney Blair Brooke-WeissEric C. BrownRick Cady Richard F. Catalano
Abigail A. FaganJohn GrahamKevin HaggertyKoren HansonJ. David HawkinsDavid M. MurraySabrina OesterleM. Lee Van Horn
19
CYDS State CollaboratorsCYDS State Collaborators
• Colorado Alcohol & Drug Abuse Division • Illinois Division of Community Health &
Prevention • Kansas Alcohol and Drug Abuse
Services • Maine Office of Substance Abuse • Oregon Office of Alcohol & Drug Abuse
Programs • Utah Division of Substance Use • Washington Division of Alcohol &
Substance Abuse
20
CYDS Primary CYDS Primary AimAim
To test the efficacy of the Communities That Care system in
• reducing levels of risk
• increasing levels of protection
• reducing health and behavior problems among adolescents
using a true experimental design.
21
STUDY DESIGN
Randomized Controlled Trial
2003-2008
Randomize
5-Year Baseline
1997-2002
98 99 ‘00 ‘01 ‘02
CKICRD
2003 2004 2005 2006 2007 2008
Control
Intervention
CTCYS
CKICRD
CKICRD
CKICRD
CKICRD
YDS YDS YDS
CTCBoar
d
CTCBoar
d
CTCBoar
d
CTCBoar
d
CTCBoar
d
CTCYS: Cross-sectional student survey of 6th-, 8th-, 10th-, and 12th-grade students using the CTC Youth SurveyCKI: Community Key Informant InterviewCRD: Community Resource Documentation measuring effective prevention programs and policies in the community CTC Board: CTC Board Member InterviewYDS: Longitudinal Youth Development Survey of students in the class of 2011 starting in 5th grade in spring 2004
Planning Implement selected interventions
CTCYS CTCYS
CTCYS CTCYS CTCYS
CTCYS CTCYS CTCYS
CKICRD
YDSYDS
YDS YDSYDSYDSYDS
22
Demographics of 24 Demographics of 24 CYDS CommunitiesCYDS Communities
Mean Minimum Maximum
Total Population 14,616 1,578 40,787
Percent Caucasian 89.4% 64.0% 98.2%
Percent Hispanic Origin
Percent African-American
Percent Eligible for Free/Reduced Lunch
9.6%
2.6%
36.5%
0.5%
0.0%
20.6%
64.7%
21.4%
65.9%
23
Panel-Panel-Youth Development Youth Development
Survey (YDS)Survey (YDS)
• Annual survey of panel recruited from the Class of 2011 (5th grade in 2004)
• Active, written parental consent
24
Youth Development Youth Development SurveySurvey
• Participants recruited in grades 5 and 6.
• Final consent rate = 76.4%
Sixth Grade Eligible Population
Percent Consented
Percent Surveyed
Total Surveyed
Experimental
3170 76.2% 75.4% 2391
Control 2621 76.7% 76.3% 1999Total 5791 76.4% 75.8% 4390
25
2006 YDS2006 YDS
7th Grade Eligible Populatio
n
Percent Surveyed
Total Surveyed
Experimental 2406 95.5% 2298Control 2001 97.0% 1941Total 4407 96.2% 4239
• 96.2% Overall Student Participation• 10.3% (n=454) had moved out of
project schools
26
2007 YDS2007 YDS
8th Grade Eligible Populatio
n
Percent Surveyed
Total Surveyed
Experimental 2406 95.6% 2300Control 2001 96.9% 1940Total 4407 96.2% 4240
• 96.2% Overall Student Participation• 11.9% (n=525) have moved out of
project schools
27
Communities That CareCommunities That CareLogic ModelLogic Model
Adoption of Science-based Prevention Framework
CollaborationRegarding Prevention Issues
Appropriate Choiceand Implementationof Tested, Effective
Prevention Programs & Adoption of Social Development Strategy as Community’s Way of
Bringing Up Children Positive Youth
Outcomes
Decreased Risk and Enhanced Protection
CTC Training and Technical Assistance
28
Adoption of Adoption of Science-Based PreventionScience-Based Prevention
Stage 0:Stage 0: No AwarenessNo Awareness
Stage 1:Stage 1: Awareness of Prevention Science Terms and ConceptsAwareness of Prevention Science Terms and Concepts
Stage 2:Stage 2: Using Risk and Protection Focused Prevention Using Risk and Protection Focused Prevention Approach as a Approach as a Planning Strategy.Planning Strategy.
Stage 3:Stage 3: Incorporation of Community Epidemiological Data on Incorporation of Community Epidemiological Data on Risk and Risk and Protection in Prevention System.Protection in Prevention System.
Stage 4:Stage 4: Selection and Use of Tested and Effective Preventive Selection and Use of Tested and Effective Preventive Interventions to Address Prioritized Interventions to Address Prioritized
Risk and Protective Risk and Protective Factors. Factors.
Stage 5:Stage 5: Collection and Feedback of Process and Outcome Collection and Feedback of Process and Outcome Data and Adjustment of Preventive Data and Adjustment of Preventive
Interventions Based on Data.Interventions Based on Data.Note. Community Key Informant Survey (CKI).
29Stage of Adoption in 2001
Pro
bab
ilit
yBaseline Stages of Adoption Baseline Stages of Adoption
by Intervention Statusby Intervention Status
Control Communities CTC Communities
Note. Community Key Informant Survey (CKI); N = 534; γ001 = .037, SE = .395, df = 20, p > .05 .
30Stage of Adoption in 2004
Pro
bab
ilit
yPost-Intervention Stages of Adoption Post-Intervention Stages of Adoption
by Intervention Statusby Intervention Status
Control Communities CTC Communities
Note. Community Key Informant Survey (CKI); N = 534; γ101 = -1.311, SE = .355, df = 20, p < .002 .
31
Collaboration onCollaboration onPreventionPrevention
• Prevention Collaboration
Assessed by 9 items measuring prevention-specific collaborative activities.
There is a network of people concerned about prevention issues who stay in touch with each other.
Organizations in [community] share money or personnel when addressing prevention issues.
Organizations in [community] participate in joint planning and decision making about prevention issues.
1=strongly agree, 2=somewhat agree, 3=somewhat disagree, 4=strongly disagree
Note. Community Key Informant Survey (CKI).
32
Change in Prevention Collaboration Change in Prevention Collaboration by Intervention Statusby Intervention Status
-0.30
-0.20
-0.10
0.00
0.10
0.20
0.30
Year
Pre-Int (2001) Post-Int (2004)
Facto
r S
core
Control Communities CTC Communities
Note. Community Key Informant Survey (CKI); N = 530; γ001 = -0.123, SE = .118, df = 20, p > .05; γ101 = 0.237, SE = .094, df = 20, p < .022.
33
Communities That CareCommunities That CareTheory of ChangeTheory of Change
Adoption of Science-based Prevention Framework
CollaborationRegarding Prevention Issues
Appropriate Choiceand Implementationof Tested, Effective
Prevention Programs & Adoption of Social Development Strategy as Community’s Way of
Bringing Up Children Positive Youth
Outcomes
Decreased Risk and Enhanced Protection
CTC Training and Technical Assistance
34
Program SelectionProgram Selection CTC Community Board members
selected prevention programs from a menu* of programs that:~ Showed significant effects on
risk/protective factors, and drug use, delinquency, or violence
~ Involved at least one high-quality research study
~ Targeted children or families in grades 5-9~ Provided materials and training
* Communities That Care Prevention Strategies Guide
35
Programs Selected in 2004-Programs Selected in 2004-20072007
PROGRAM 2004-05 2005-06 2006-07
All Stars Core 1 1 1
Life Skills Training 2 4* 5* Lion’s-Quest Skills for Adolescence 2 3 3 Project Alert - 1 1
Olweus Bullying Prevention Program - 2* 2* Program Development Evaluation Training 1 1 -
Participate and Learn Skills (PALS) 1 1 1 Big Brothers/Big Sisters 2 2 2 Stay SMART 3 3 1 Tutoring 4 6 6 Valued Youth Tutoring Program 1 1 1 Strengthening Families 10-14 2 3 3 Guiding Good Choices 6 7* 8*
Parents Who Care 1 1 - Family Matters 1 1 2
Parenting Wisely - 1 1
TOTAL 27 38 37
*Program funded through local resources in one or two communities
36
Exposure in the Exposure in the Community Community
Program Type 2004-05 2005-06 2006-07
School Curricula
1432 3886 5165
After-school*
546 612 589
Parent Training
517 665 476
*Includes PALS, BBBS, Stay SMART, and Tutoring programs
Note: Total eligible population of 6th, 7th, and 8th-grade students in2005-06 was 10,031.
Participant AttendanceParticipant Attendance
Program Type 2004-05 2005-06 2006-07
School Curricula
96% 91% 95%
After-school*
77% 81% 65%
Parent Training
79% 78% 79%
*Includes PALS, BBBS, Stay SMART, and Tutoring programs
Percentage attending >60% of the total number of sessions
Fidelity Assessment Fidelity Assessment ChecklistsChecklists
• Obtained from developers (9) or created by research staff (7)
• Provided similar information across all programs to measure 4 elements of fidelity
• Over 6,000 checklists were completed by program implementers and coordinators
~ Minimal missing data (8.2% in 2004-05 and 2.1% in 2005-06)
• Checklists were collected and reviewed by communities, then sent to SDRG
Adherence RatesAdherence Rates 2004-05 and 2005-062004-05 and 2005-06 school school
yearsyears
0
10
20
30
40
50
60
70
80
90
100
LST AS SFA Alert BPP PDE SS Tutor VY BBBS PALS SFP GGC PWC FM
Percentage of material taught or core components achievedPercentage of material taught or core components achieved
AdherenceAdherence
• Average adherence rate were high: 91% in 2004-05 and 94% in 2005-06
• “Problematic” modifications were infrequent (1.2 reported per cycle)~ Deletions reported twice as often as
additions
• Implementer reports of challenges: ~ Lack of time (14-20% of checklists)~ Participant misbehavior (9-11%)~ Trouble engaging participants (4-9%)
Delivery of LessonsDelivery of Lessons2004-05 and 2005-062004-05 and 2005-06 school school
yearsyears((number, length, and frequency of required number, length, and frequency of required
sessions)sessions)
0
10
20
30
40
50
60
70
80
90
100
LST AS SFA Alert BPP SMART Tutor VY BBBS PALS SFP GGC PWC FM
Percentage of delivery requirements met
Delivery of LessonsDelivery of Lessons
• Delivery scores were high: 91% and 92% in 2004-05 and 2005-06
• “Problematic” deviations in delivery requirements were infrequent
• Deviations most likely to occur in school-based programs ~ e.g., 30 vs. 45-minute sessions ~ e.g., deleting 1 of 12 required sessions
Program ObservationsProgram Observations
• Observed 10-15% of sessions in 10 of 16 programs
• Completed fidelity checklists to verify adherence information ~ Rate of agreement between observers and
implementers was 93% (range: 77%-100%)
• Observers also rated the quality of delivery and participant responsiveness
Quality of DeliveryQuality of Delivery• Observers rated the quality of delivery on
10 items (alpha = .83-.88) using a 5-point scale (higher scores indicate better quality)
• Example Items: ~ In general, how clear were the program implementer’s
explanations of activities?~ To what extent did the implementer keep on time
during the session and activities? ~ Rate the implementer on the following qualities:
• Level of enthusiasm
• Rapport and communication with participants
• Effectively addressed questions/concerns
Quality of Delivery Quality of Delivery 2004-05 and 2005-062004-05 and 2005-06 school school
yearsyears
1
1.5
2
2.5
3
3.5
4
4.5
5
LST AS SFA BPP SMART PALS SFP GGC PWC
Average score on 10 items reported by program observersAverage score on 10 items reported by program observers
Quality of Delivery Quality of Delivery Diversity of Teaching Diversity of Teaching
TechniquesTechniques• Observers rated the percentage of the
session in which each teaching technique was used
2004-05 2005-06
Lecture 29% 30%Practice 34% 28%Discussion 31% 36%Video 6% 4%
Participant Participant ResponsivenessResponsiveness
• Observers rated participant responsiveness on two items, using a 1-5 scale (higher scores indicate better responsiveness):~ To what extent did the participants
appear to understand the material? ~ How actively did group members
participate in discussions and activities?
• Across all programs, rates were high: 4.38 and 4.52 in 2004-05 and 2005-06
Communities That CareCommunities That CareTheory of ChangeTheory of Change
Adoption of Science-based Prevention Framework
CollaborationRegarding Prevention Issues
Appropriate Choiceand Implementationof Tested, Effective
Prevention Programs & Adoption of Social Development Strategy as Community’s Way of
Bringing Up Children Positive Youth
Outcomes
Decreased Risk and Enhanced Protection
CTC Training and Technical Assistance
Prioritized Risk Factors in Prioritized Risk Factors in CTC CommunitiesCTC Communities
• Family management problems • Parental attitudes favorable to problem
behavior• Family conflict• Low commitment to school• Favorable attitudes toward problem behavior• Friends who engage in problem behavior• Academic failure• Rebelliousness• Laws and norms favorable toward drug and
alcohol use
50
Pre-post Change inPre-post Change inTargeted Risk FactorsTargeted Risk Factors
-0.20
-0.15
-0.10
-0.05
0.00
0.05
0.10
0.15
0.20
0.25
Control Communities CTC Communities
Ave
rage
Lev
el o
f R
isk
Note. Values are model-fitted levels of standardized average risk for students in the Youth Developmental Study panel sample, N = 4404. For Grade 7: γ010 = .111, SE = .043, df = 11, p < .026.
Grade 5 Grade 7
51
Communities That CareCommunities That CareTheory of ChangeTheory of Change
Adoption of Science-based Prevention Framework
CollaborationRegarding Prevention Issues
Appropriate Choiceand Implementationof Tested, Effective
Prevention Programs & Adoption of Social Development Strategy as Community’s Way of
Bringing Up Children Positive Youth
Outcomes
Decreased Risk and Enhanced Protection
CTC Training and Technical Assistance
52
Youth OutcomesYouth Outcomes
• Initiation of Delinquent Behaviors
Nine items measuring delinquent behaviors.
• Initiation of Substance Use
Alcohol, marijuana, cigarettes, smokeless tobacco, inhalants, non-prescribed use of prescription drugs, other illicit drugs.
53
Delinquency ItemsDelinquency ItemsHow many times in the past year (12
months) have you...5th Grade 6th Grade 7th Grade
stolen something worth more than $5? √ √ √
purposely damaged or destroyed property that did not belong to you (not counting family property)?
√ √ √
taken something from a store without paying for it?
√ √ √
attacked someone with the idea of seriously hurting them?
√ √ √
been arrested? × √ √
beat up someone so badly that they probably needed to see a doctor or a nurse?
× √ √
sold illegal drugs? × × √
stolen or tried to steal a motor vehicle such as a car or motorcycle?
× × √
taken a handgun to school? × × √
54
0.00
0.21
0.36
0.17
0.31
0.00
0.10
0.20
0.30
0.40
0.50
Grade 5 Grade 6 Grade 7
Control Communities CTC Communities
Delinquency InitiationDelinquency InitiationBetween Grades 5 and 7Between Grades 5 and 7
Note. Youth Developmental Study panel sample. Excludes students whoinitiated delinquent behavior by Grade 5. ω0001 = .237, SE = .103, df = 11, p < .05.
Initi
atio
n R
ate
55
0.00
0.24
0.39
0.22
0.36
0.00
0.10
0.20
0.30
0.40
0.50
Grade 5 Grade 6 Grade 7
Control Communities CTC Communities
Substance Use InitiationSubstance Use InitiationBetween Grades 5 and 7Between Grades 5 and 7
Note. Youth Developmental Study panel sample. Excludes students who
initiated substance use by Grade 5. ω0001 = .142, SE = .122, df = 11, p > .05.
Initi
atio
n R
ate
56
SummarySummary
• Adoption of science-based prevention and collaboration are higher in CTC communities than in control communities.
• CTC communities and schools are adopting tested & effective programs.
• The new programs are being implemented with fidelity.
• Targeted risk factors are increasing less rapidly in CTC than in control communities.
• The rate of initiation of delinquent behaviors is significantly lower in CTC than in control communities.
57
The Communities That Care Prevention Operating System is available at:
http://preventionplatform.samhsa.gov/
58
Published PapersPublished PapersArthur, M.W., Briney, J.S., Hawkins, J.D., Abbott, R.D., Brooke-Weiss, B. &. Catalano, R.F. (2007). Measuring community risk and protection using the Communities That Care Youth Survey. Evaluation and Program Planning, 30, 197-211.
Brown, E.C., Hawkins, J.D., Arthur, M.W., Briney, J.S., & Abbott, R.D. (2007). Effects of Communities That Care on prevention services systems: Findings from the Community Youth Development Study at 1.5 years. Prevention Science. 8, 180-191.
Fagan, A. A., Hawkins, J. D., & Catalano, R. F. (in press). Using community epidemiologic data to improve social settings: The Communities That Care prevention system. In M. Shinn & H. Yoshikawa (Eds.), Toward positive youth development: Transforming schools and community programs. New York: Oxford University Press.
Fagan, A.A., Van Horn, M.L., Hawkins, J.D., & Arthur, M.W. (2007). Using community and family risk and protective factors for community-based prevention planning. Journal of Community Psychology, 35(4), 535-555.
Hawkins, J.D. (2006). Science, social work, prevention: Finding the intersections. Social Work Research, 30(3), 137-152.
Murray, D.M., Van Horn, M.L., Hawkins, J.D., & Arthur, M.W. (2006). Analysis strategies for a community trial to reduce adolescent ATOD use: A comparison of random coefficient and ANOVA/ANCOVA models. Contemporary Clinical Trials. 27, 188-206.
59
Papers In PressPapers In PressBrooke-Weiss, B., Haggerty, K. P., Fagan, A. A., Hawkins, J. D., & Cady, R. (in press). Creating community change to improve youth development: The Communities That Care (CTC) system. The Prevention Researcher.
Brown, E.C., Hawkins, J.D., Arthur, M.W., Van Horn, M.L., & Abbott, R.D. (in press). Multilevel analysis of a measure of prevention collaboration. American Journal of Community Psychology.
Fagan, A.A., Hanson, K., Hawkins, J.D., & Arthur, M.W. (in press). Bridging science to practice: Achieving prevention program implementation fidelity in the Community Youth Development Study. American Journal of Community Psychology.
Fagan, A.A., Hawkins, J.D. and Catalano, R.F. (in press). Using community epidemiologic data to improve social settings: The Communities That Care Prevention System. In M. Shinn, and H. Yoshikawa, (eds). Improving Social Settings to Facilitate Positive Development among Adolescents. New York: W.T. Grant Foundation.
Fagan, A.A., Hanson, K., Hawkins, J.D., & Arthur, M.W. (in press). Implementing effective community-based prevention programs in the Community Youth Development Study. Youth Violence and Juvenile Justice.
Hawkins, J.D., Brown, E.C., Oesterle, S., Arthur, M.W., Abbott, R.D., & Catalano, R.F. (in press). Early effects of Communities That Care on targeted risks and initiation of delinquent behavior and substance use. Journal of Adolescent Health.
Quinby, R.K., Fagan, A.A., Hanson, K., Brooke-Weiss, B., Arthur, M.W., & Hawkins, J.D. (in press). Installing the Communities That Care prevention system: Implementation progress and fidelity in a randomized controlled trial. Journal of Community Psychology.
Van Horn, M.L., Fagan, A.A., Jaki, T., Brown, E.C., Hawkins, J.D., Arthur, M.W., Abbott, R.D., & Catalano, R.F. (in press). The use of mixture models to evaluate differential intervention effects in group randomized trials. Multivariate Behavioral Research.
60
Building Community Collaboration to Building Community Collaboration to Promote Healthy Youth Promote Healthy Youth
Development:Development:
Social Development Research GroupSocial Development Research GroupSchool of Social WorkSchool of Social Work
University of WashingtonUniversity of Washingtonwww.sdrg.org
J. David Hawkins Ph.D.J. David Hawkins Ph.D.
Melissa Melissa Institute:Institute:Reducing Reducing Violence Violence
May 1, 2008May 1, 2008
61
Risk Factors Addressed in CTC CommunitiesRisk Factors Addressed in CTC Communities
Community Targeted Risk Factors A Parental attitudes favorable to problem
behaviorLow commitment to schoolFavorable attitudes toward problem behavior
C Family management problemsLow commitment to schoolFriends who engage in problem behaviorFavorable attitudes towards problem behavior
G Poor family management Low commitment to school
H Poor family managementAcademic failureLow commitment to school
I Low commitment to schoolFriends who engage in problem behavior
J Academic failureLow commitment to schoolFriends who engage in problem behavior Favorable attitudes toward problem behaviorRebelliousness
62
Community Targeted Risk Factors N Academic failure
Friends who engage in problem behavior
O Laws and norms favorable toward drug and alcohol useLow commitment to school Friends who engage in problem behaviorRebelliousness
Q Family conflictFriends who engage in problem behaviorFavorable attitudes towards problem behaviorRebelliousness
T Family conflictLow commitment to school Friends who engage in problem behavior
W Poor family managementAcademic failure Friends who engage in problem behavior Favorable attitudes towards problem behavior
X Academic failure Low commitment to schoolFriends who engage in problem behavior
Risk Factors Addressed in CTC CommunitiesRisk Factors Addressed in CTC Communities