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CEACEACEACEACENTRO CENTRO CENTRO CENTRO
DE ESTUDIOSDE ESTUDIOSDE ESTUDIOSDE ESTUDIOS
EN ADICCIONEN ADICCIONEN ADICCIONEN ADICCION
Testing an Testing an Intervention Intervention
Model to Model to Reduce Reduce
HIV/AIDS HIV/AIDS Among Among
Hispanic Drug Hispanic Drug Users Users
Residing in Residing in Puerto RicoPuerto Rico
Robles RR, Reyes JC, Matos TD, Colón HM, Marrero CA,
Sahai H
The Intervention Model: Motivational The Intervention Model: Motivational InterviewingInterviewing
Strategy:Strategy: Delivered By:Delivered By:Role inducement in the community to Role inducement in the community to enter and continue in the enter and continue in the intervention;intervention;
Community Community CounselorsCounselors
Role inducement in the project’s Role inducement in the project’s center to enter health care services;center to enter health care services;
Clinical Clinical CounselorsCounselors
Visits to primary care physicians Visits to primary care physicians and other activities related to health and other activities related to health status (e.g., immunology clinics, status (e.g., immunology clinics, laboratories);laboratories);
Clinical Clinical CounselorsCounselors
Counseling to continue inducement Counseling to continue inducement to enter and complete drug to enter and complete drug treatment;treatment;
Community & Community & Clinical CounselorsClinical Counselors
Counseling for HIV risk behaviors, Counseling for HIV risk behaviors, including demonstration and including demonstration and practice;practice;
Clinical Clinical CounselorsCounselors
Continuous outreach contacts Continuous outreach contacts in the community or in treatment in the community or in treatment and booster sessions.and booster sessions.
Community & Community & Clinical Clinical
CounselorsCounselors
CEACEACENTRO CENTRO CENTRO CENTRO
DE ESTUDIOSDE ESTUDIOSDE ESTUDIOSDE ESTUDIOS
EN ADICCIONEN ADICCIONEN ADICCIONEN ADICCION IntroductionIntroduction
Puerto Rico continues to be a major AIDS Puerto Rico continues to be a major AIDS epicenterepicenter
Presently, Puerto Rico’s AIDS incidence rate Presently, Puerto Rico’s AIDS incidence rate is 2is 2ndnd (37.0/100,000) among US states and (37.0/100,000) among US states and territoriesterritories
The main HIV risk category in Puerto Rico is The main HIV risk category in Puerto Rico is drug injectiondrug injection
High rates of HIV risk behaviors continue to High rates of HIV risk behaviors continue to take place, mainly:take place, mainly:– Frequency of daily drug injectionFrequency of daily drug injection– Use of shooting galleriesUse of shooting galleries
Intervention GroupControl Group
Recruitment (Targeted Sampling in Communities of the North Health Care Region)
Initial Assessment Randomization
Follow-Up Assessment
Afte
r 6
mon
ths
Inte
rventi
on
Pro
cess
:
Motivational Interviewing by Outreach Workers•Inducement to Enter Change Process
Motivational Interviewing by Clinical Counselors •Skill Building to Change Risk Behaviors •Inducement to Enter Treatment and Health Care
Outco
mes
Experimental Design
CEACEACENTRO CENTRO CENTRO CENTRO
DE ESTUDIOSDE ESTUDIOSDE ESTUDIOSDE ESTUDIOS
EN ADICCIONEN ADICCIONEN ADICCIONEN ADICCION MethodsMethods
N = 556 Injection drug users not in treatment and residing in the North Metro Health Region of PR
Eligibility– Injected in the 30
days prior to the interview
– At least 18 yrs old– Not enrolled in
drug treatment during the last 30 days
CEACEACENTRO CENTRO CENTRO CENTRO
DE ESTUDIOSDE ESTUDIOSDE ESTUDIOSDE ESTUDIOS
EN ADICCIONEN ADICCIONEN ADICCIONEN ADICCION AnalysisAnalysis
Frequency distributions to describe study sample
Bivariate analyses– Compare participants in both groups
• Follow-up measures of injection risk behaviors and engagement in drug treatment
4 logistic regression models– Fitted to estimate effects of intervention
model in reducing HIV behaviors, including engagement in drug treatment
Description of the study sample by Description of the study sample by experimental groupexperimental group
VariablesVariables ControlControl
(n=272)(n=272)InterventionIntervention
(n=285)(n=285)
nn %% nn %% p
GenderGender
MalesMales 239239 87.987.9 259259 90.990.9
FemalesFemales 3333 12.112.1 2626 9.19.1 0.249
AgeAge
Less than 25 yrs.Less than 25 yrs. 9090 34.634.6 9696 34.234.2
25 – 34 yrs. old25 – 34 yrs. old 101101 38.838.8 9797 34.534.5
35 yrs. old35 yrs. old 6969 26.526.5 8888 31.331.3 0.415
EducationEducation
< High school< High school 156156 57.457.4 161161 56.556.5
High schoolHigh school 9090 33.133.1 8686 30.230.2
> High School> High School 2626 9.69.6 3838 13.313.3 0.347
TABLE TABLE 11
Continue from previousContinue from previous
VariablesVariables ControlControl
(n=272)(n=272)InterventionIntervention
(n=285)(n=285)
nn %% nn %% p
HIV SeroprevalenceHIV Seroprevalence
NegativeNegative 222222 89.589.5 214214 85.385.3
PositivePositive 2626 10.510.5 3737 14.714.7 0.152
Frequency of Daily Frequency of Daily InjectionInjection
0 – 2 times0 – 2 times 9797 35.935.9 106106 37.237.2
3 or more times3 or more times 173173 64.164.1 179179 62.862.8 0.757
Years of Drug InjectionYears of Drug Injection
0 – 5 years0 – 5 years 159159 58.558.5 155155 54.454.4
6 – 10 years6 – 10 years 4444 16.216.2 4141 14.414.4
11 – 15 years11 – 15 years 2929 10.710.7 3131 10.910.9
16 years or more16 years or more 4040 14.714.7 5858 20.420.4 0.358
Continue from previousContinue from previous
VariablesVariables ControlControl
(n=272)(n=272)InterventionIntervention
(n=285)(n=285)
nn %% nn %% p
Social IntegrationSocial Integration
AloneAlone 101101 37.537.5 116116 40.840.8
Time w/ friendsTime w/ friends 7373 27.227.2 6464 22.622.6
Time w/ familyTime w/ family 9595 35.335.3 104104 36.636.6 0.443
Drug TreatmentDrug Treatment
NoNo 5151 18.818.8 7676 26.726.7
YesYes 220220 81.281.2 209209 73.373.3 0.034
Depression SymptomsDepression Symptoms
MinimalMinimal 2323 8.58.5 2828 9.89.8
ModerateModerate 103103 38.138.1 113113 39.639.6
SevereSevere 144144 53.353.3 144144 50.550.5 0.760
Discontinue Drug InjectionDiscontinue Drug Injection
O.RO.R 95% C.I.95% C.I. pp
Regression Model #1Regression Model #1
Intervention Model 0.55 (0.33,0.92) 0.022
Regression Model #2Regression Model #2
Intervention Model 0.56 (0.33,0.96) 0.036
Social Integration
Time with family 0.56 (0.31,1.03) 0.061
Time with friends 0.69 (0.32,1.48) 0.340
Depression Symptoms
Moderate 2.75 (1.53,4.95) 0.001
Severe 5.26 (2.55,10.83) ≤0.001
TABLE TABLE 22
Discontinue Drug Injection Discontinue Drug Injection cont.cont.
O.RO.R 95% C.I.95% C.I. pp
Regression Model #3Regression Model #3
Intervention Model 0.84 (0.32,2.21) 0.725
Social Integration
Time with family 0.49 (0.18,1.30) 0.153
Time with friends 1.07 (0.32,3.58) 0.911
Depression Symptoms
Moderate 2.57 (1.41,4.68) 0.002
Severe 5.24 (2.53,10.86) ≤0.001
Interaction #1
(model by time with family)
0.52 (0.15,1.76) 0.291
Interaction #2
(model by time with friends)
0.57 (0.12,2.78) 0.489
Interaction #3
(drug treatment by time with family)
3.44 (1.15,10.25) 0.027
TABLE TABLE 22
Frequency of Daily Frequency of Daily InjectionInjection
O.RO.R 95% C.I.95% C.I. pp
Regression Model #1Regression Model #1
Intervention Model 1.34 (0.81,2.20) 0.256
Regression Model #2Regression Model #2
Intervention Model 1.42 (0.84,2.40) 0.190
Social Integration
Time with family 0.54 (0.31,0.94) 0.028
Time with friends 1.64 (0.75,3.60) 0.212
Depression Symptoms
Moderate 1.82 (0.93,3.58) 0.081
Severe 3.39 (1.68,6.84) 0.001
TABLE TABLE 33
Drug Abuse Treatment Drug Abuse Treatment InitiationInitiation
O.RO.R 95% C.I.95% C.I. pp
Regression Model #1Regression Model #1
Intervention Model 1.91 (1.24,2.96) 0.004
Regression Model #2Regression Model #2
Intervention Model 1.89 (1.21,2.94) 0.005
Social Integration
Time with family 1.32 (0.81,2.15) 0.272
Time with friends 2.11 (1.15,3.90) 0.017
Depression Symptoms
Moderate 0.67 (0.39,1.14) 0.137
Severe 0.53 (0.30,0.93) 0.028
TABLE TABLE 44
Drug Abuse Treatment Initiation Drug Abuse Treatment Initiation cont.cont.
O.RO.R 95% C.I.95% C.I. pp
Regression Model #3Regression Model #3
Intervention Model 1.08 (0.53,2.20) 0.526
Social Integration
Time with family 0.77 (0.38,1.55) 0.461
Time with friends 1.84 (0.54,6.22) 0.328
Depression Symptoms
Moderate 0.69 (0.40,1.18) 0.177
Severe 0.54 (0.31,0.96) 0.035
Interaction #1
(model by time with family)
2.82 (1.06,7.48) 0.037
Interaction #2
(model by time with friends)
1.84 (0.54,6.22) 0.328
TABLE TABLE 44
Share NeedlesShare Needles
O.RO.R 95% C.I.95% C.I. pp
Regression Model #1Regression Model #1
Intervention Model 0.34 (0.13,0.93) 0.036
Regression Model #2Regression Model #2
Intervention Model 0.33 (0.12,0.90) 0.031
Social Integration
Time with family 0.80 (0.28,2.31) 0.685
Time with friends 1.43 (0.39,5.24) 0.590
Depression Symptoms
Moderate 0.48 (0.09,2.52) 0.382
Severe 3.68 (0.96,14.1) 0.057
TABLE TABLE 55