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A	mixed	methods	approach	to	understanding	
injection	drug‐related	HIV	risk	among	female	sex	
  workers	and	their	non‐commercial	partners:	
        A	case	study	from	Northern	Mexico

 Jennifer L. Syvertsen, PhD, MPH; Angela M. Robertson, PhD;
       M. Gudelia Rangel, PhD; Gustavo Martinez, MD;
   Lawrence A. Palinkas, PhD & Steffanie A. Strathdee, PhD
       CFAR International HIV/AIDS Research Day
                   September 18, 2012
Acknowledgements	
• INVESTIGATORS & STAFF
  • Investigators: Steffanie Strathdee (PI), Thomas Patterson, Lawrence Palinkas, Monica 
    Ulibarri, Melanie Rusch, Victoria Ojeda, Davey Smith, Jennifer Syvertsen, Angela 
    Robertson, Gudelia Rangel (Tijuana), Hugo Staines, Gustavo Martinez (Cd. Juarez)
  • Consultants: Nabila El‐Bassel, Carlos Magis‐Rodriguez, Hortensia Amaro, Martina Morris
  • Statisticians: Daniela Abramovitz, Irina Artamonova, Shirley Rosas
  • Field Coordinators: Patricia Gonzales & Alicia Vera (Tijuana), Alma Barron Perez (Juarez)
  • Research Assistants: Maria Luisa Rolon and Daniel Hernandez
  • Editorial: Karla Wagner
• RECRUITERS & INTERVIEWERS
• PROJECT PARTICIPANTS
• FUNDING: National Institute on Drug Abuse 
   • R01‐DA027772, T32‐DA023356, R36‐DA032376, T32‐AI007384‐21A1
                                                                                                2
Mixed	methods:	what	can	we	learn	
about	HIV	risk?
                                                Quantitative

Objective of today’s presentation: 
• illustrate how different 
  methodological approaches shape       Qualitative
  our understanding of HIV risk 
  among female sex workers (FSWs) 
  and their intimate, non‐commercial 
  partners                                      Ethnographic


                                                               3
Background
        • Intimate relationships shape HIV risk in complex ways 
          requiring innovative methodological approaches
        • Drug‐using intimate couples:
          • Dual sexual and drug‐related risks
          • Syringe sharing common among injecting partners

        • FSWs are at high risk for HIV
             • Intimate partners  risk?
                • Low condom use; drug use

                                                                             4


Rhodes & Quirk 1998; Simmons & Singer 2006; Stoebenau et al 2009; Lam 2008
Mexico‐U.S.	border	context
     Tijuana and Ciudad Juarez are largest border cities
     • Concentrated areas of sex work & drug abuse
     • HIV prevalence: FSWs (6%) & FSW‐IDU (12%)
     • Intervention reduced FSWs’ risk with clients  but no
       effect on behaviors with intimate partners

      Proyecto Parejas:
      mixed methods                                                                                        
      study of HIV/STI & risk                                                                           
      behaviors among FSWs &
      their non‐commercial                                                                                       
      partners in Mexico

                                                                                        Source: PAHO
Patterson et al. 2008; Strathdee et al. 2008; Ulibarri et al. 2012                                         5
Parejas study	protocol
  • Eligibility: FSWs & their non‐commercial partners (e.g., boyfriends, 
    spouses)
  • Sampling: Targeted & snowball sampling through women first
  • Screening: 2 step process
     1.    Primary Screener (73% eligible)
          • Check women’s eligibility & intimate partner violence
     2.    Couple Verification Screening (96% eligible)
          • Questions “tested” partners’                                                                                       
            knowledge of each other




                                                                                                                      Photo: Evangelina Olivas, 2010
  • Total enrolled: 
     214 couples (n individuals= 428)
                                                                                                                                                       6

Syvertsen et al. BMC Public Health, 2012, 12:136
Quantitative             Qualitative           Ethnographic

               Positivism; testing     Iterative; open to      + Immersion; learn 
Epistemology   a priori hypotheses     modifications           from daily life


Researcher‐    Objective, neutral      Social interaction,     + in‐depth, reflexive 
participant                            build rapport & trust   involvement
relationship

                                       “Lived experience” –
               Measurement &                                   + Cultural context
Focus                                  behaviors, beliefs,  
               quantification
                                       meaning, emotions

               Surveys: closed‐        Semi‐structured         + Observations, 
Examples of    ended questions:        interviews: “tell me    fieldnotes: what are 
methods ‐      “How often have you     about the last  time    they actually doing?
questions      used a syringe after    you injected drugs” 
               someone else?”          – set of prompts
                                                                                        7
Parejas:	Data	sources
QUANTITATIVE        QUANTITATIVE: ALL couples participate in surveys 
 n=214 couples      & HIV/STI testing at baseline & 6‐month visits for 
                    24 months to assess behavioral & clinical outcomes
(428 individuals)

           QUALITATIVE         QUALITATIVE interviews with a subset of 
           n=44 couples        dyads at baseline and 1‐yr follow‐up to 
                               examine the social context of relationships
          (88 individuals)

                                            ETHNOGRAPHIC methods:    
                      ETHNOGRAPHIC
                                            in‐depth interviewing, photo 
                        n=7 couples         elicitation & observations to 
                       (14 individuals)     further explore the context of    8
                                            injection‐related HIV risk
Parejas quantitative	methods
• Design & Data Collection:




                                                                                      Photo: Angela Robertson, 2011
  • Designed by binational team
  • Pilot tested in Tijuana 
  • Computer‐assisted surveys                                                           
    administered by trained interviewers

• Measures include: 
  • Socio‐demographics and relationship characteristics
  • Sexual behaviors and sex work
  • Drug use: injection drug use, syringe sharing, HIV risk 
    behaviors
                                                                                                                      9
Parejas qualitative	methods
• Purposeful sub‐sample: 
  • age, relationship duration, drug use, male employment
• Semi‐structured joint & individual interviews:
  • Major themes: relationship, finances, sex, sex work, 
    drug use and drug treatment
  • Follow‐up: changes in                                                          
    relationship dynamics &                                                              
    project experiences




                                                                                         Photo: Jennifer Syvertsen, 2012
• Grounded theory analysis
  • Emergent themes grounded                                                                      
    in participants’ experiences                                                                       
                                                                                                10
    to build theories
Parejas Ethnographic	methods
  • Semi‐structured & ethnographic interviewing
  • Photo elicitation (participants took photos  interviews)
  • Ethnographic observations                                                          




                                                                                                            Photo: Jennifer Syvertsen, 2012
                                                                                                                                              11

The Tijuana River Canal, where injectors often congregate to buy, sell & use drugs                       
What	is	the	prevalence	of	injection‐
related	HIV	risk	behaviors?
• “Sharing” behaviors? 
• Social context of risk?
• Need to understand injection‐related risk in the 
  context of the drug market & type of heroin used 
  on the border:
  • Mexican black tar heroin (sticky, like tar)
  • Cannot easily share in raw form; must be dissolved 
    in water and heated into an injectable form

                                                          12
Past	6	month	injection	risk	behaviors
(n=254,	59%	of	Parejas sample)
                                            Males      Females
Recent Injection behaviors                  n=122       n=132      Total n=254
                                            (48%)       (52%)
Indirect sharing (cooker, water, filter)   52 (41.9)   63 (47.7)   115 (44.9)
Share syringe to divide drugs              50 (40.3)   53 (40.2)   103 (40.2)
Receptive syringe sharing                  48 (38.7)   59 (44.4)   107 (41.6)

                                            n=48        n=59 
 Receptive syringe sharing partners                                Total n=107
                                           (44.9%)     (55.1%)
    Partner                                23 (47.9)   40 (67.8)    63 (58.9)
    Friends                                19 (39.6)   20 (33.9)    39 (36.4)
    Acquaintances                          15 (31.3)    8 (13.6)    23 (21.5)
    Strangers                               4 (8.3)     1 (1.7)      5 (4.7)
                                                                                 13
    Family                                  1 (2.1)     2 (3.4)      3 (2.8)
Qualitative	data	on	HIV	risk
• Couples’ sharing: with each other vs. outside of relationship
• Sharing patterns shaped by:
  • relationship dynamics (e.g., trust)
  • context of risk behaviors (e.g., spaces of drug use)

                            Quantitative data: next steps ‐
                            conduct further analyses that 
Qualitative                 account for interdependence in 
understanding               dyadic data

                            Ethnographic data: further 
                            explore the sociocultural context     14
                            of HIV risk
Ethnographic	context
• Spaces (physical and social) in which injection 
  occurs  shapes HIV risk
• Public vs. private spaces
  • Some injected in risky public places, like picaderos
    (shooting galleries)
• Social vs. isolated
  • Couples preferred injecting at home, but observations 
    revealed different risk environments:
  • Some pooled resources to share with family & friends
  • Others were socially isolated and only injected together   15
Take	home	messages
• PROYECTO PAREJAS                            Ethnographic
 • Complexity of HIV risk 
   • Behaviors are embedded in 
     social context
   • Risk constructed                 Qualitative
     differentially by participants
 • One data source 
   incomplete view of risk
                                               Quantitative
 • Better understanding 
   improved research designs,                                 16
   prevention & care
Thank	you
Contact information: 
Jennifer Syvertsen, PhD, MPH
jsyvertsen@ucsd.edu
Postdoctoral Fellow, UCSD Division of Global Public Health
School of Medicine

* Note: The original CFAR presentation contained images of drug use 
and the contexts in which drug use occurred. These photos were taken 
by the researchers and participants themselves as part of the study. Due 
to ethical concerns, I purposely omitted these images from this version 
of the presentation. I also request that the images that remain in this 
version not be duplicated without permission.

Anyone interested in hearing & viewing the original presentation may        17
contact me. I am happy to give a talk that features the photos.

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Mixed methods study of IDU FSW in Mexico

  • 1. A mixed methods approach to understanding injection drug‐related HIV risk among female sex workers and their non‐commercial partners: A case study from Northern Mexico Jennifer L. Syvertsen, PhD, MPH; Angela M. Robertson, PhD; M. Gudelia Rangel, PhD; Gustavo Martinez, MD; Lawrence A. Palinkas, PhD & Steffanie A. Strathdee, PhD CFAR International HIV/AIDS Research Day September 18, 2012
  • 2. Acknowledgements • INVESTIGATORS & STAFF • Investigators: Steffanie Strathdee (PI), Thomas Patterson, Lawrence Palinkas, Monica  Ulibarri, Melanie Rusch, Victoria Ojeda, Davey Smith, Jennifer Syvertsen, Angela  Robertson, Gudelia Rangel (Tijuana), Hugo Staines, Gustavo Martinez (Cd. Juarez) • Consultants: Nabila El‐Bassel, Carlos Magis‐Rodriguez, Hortensia Amaro, Martina Morris • Statisticians: Daniela Abramovitz, Irina Artamonova, Shirley Rosas • Field Coordinators: Patricia Gonzales & Alicia Vera (Tijuana), Alma Barron Perez (Juarez) • Research Assistants: Maria Luisa Rolon and Daniel Hernandez • Editorial: Karla Wagner • RECRUITERS & INTERVIEWERS • PROJECT PARTICIPANTS • FUNDING: National Institute on Drug Abuse  • R01‐DA027772, T32‐DA023356, R36‐DA032376, T32‐AI007384‐21A1 2
  • 3. Mixed methods: what can we learn about HIV risk? Quantitative Objective of today’s presentation:  • illustrate how different  methodological approaches shape  Qualitative our understanding of HIV risk  among female sex workers (FSWs)  and their intimate, non‐commercial  partners Ethnographic 3
  • 4. Background • Intimate relationships shape HIV risk in complex ways  requiring innovative methodological approaches • Drug‐using intimate couples: • Dual sexual and drug‐related risks • Syringe sharing common among injecting partners • FSWs are at high risk for HIV • Intimate partners  risk? • Low condom use; drug use 4 Rhodes & Quirk 1998; Simmons & Singer 2006; Stoebenau et al 2009; Lam 2008
  • 5. Mexico‐U.S. border context Tijuana and Ciudad Juarez are largest border cities • Concentrated areas of sex work & drug abuse • HIV prevalence: FSWs (6%) & FSW‐IDU (12%) • Intervention reduced FSWs’ risk with clients  but no effect on behaviors with intimate partners Proyecto Parejas: mixed methods                                                                                         study of HIV/STI & risk                                                                            behaviors among FSWs & their non‐commercial                                                                                        partners in Mexico Source: PAHO Patterson et al. 2008; Strathdee et al. 2008; Ulibarri et al. 2012 5
  • 6. Parejas study protocol • Eligibility: FSWs & their non‐commercial partners (e.g., boyfriends,  spouses) • Sampling: Targeted & snowball sampling through women first • Screening: 2 step process 1. Primary Screener (73% eligible) • Check women’s eligibility & intimate partner violence 2. Couple Verification Screening (96% eligible) • Questions “tested” partners’                                                                                        knowledge of each other Photo: Evangelina Olivas, 2010 • Total enrolled:  214 couples (n individuals= 428) 6 Syvertsen et al. BMC Public Health, 2012, 12:136
  • 7. Quantitative Qualitative Ethnographic Positivism; testing  Iterative; open to  + Immersion; learn  Epistemology a priori hypotheses modifications from daily life Researcher‐ Objective, neutral Social interaction,  + in‐depth, reflexive  participant  build rapport & trust involvement relationship “Lived experience” – Measurement &  + Cultural context Focus behaviors, beliefs,   quantification meaning, emotions Surveys: closed‐ Semi‐structured  + Observations,  Examples of  ended questions: interviews: “tell me  fieldnotes: what are  methods ‐ “How often have you  about the last  time  they actually doing? questions used a syringe after  you injected drugs”  someone else?” – set of prompts 7
  • 8. Parejas: Data sources QUANTITATIVE QUANTITATIVE: ALL couples participate in surveys  n=214 couples & HIV/STI testing at baseline & 6‐month visits for  24 months to assess behavioral & clinical outcomes (428 individuals) QUALITATIVE QUALITATIVE interviews with a subset of  n=44 couples dyads at baseline and 1‐yr follow‐up to  examine the social context of relationships (88 individuals) ETHNOGRAPHIC methods:     ETHNOGRAPHIC in‐depth interviewing, photo  n=7 couples elicitation & observations to  (14 individuals) further explore the context of  8 injection‐related HIV risk
  • 9. Parejas quantitative methods • Design & Data Collection: Photo: Angela Robertson, 2011 • Designed by binational team • Pilot tested in Tijuana  • Computer‐assisted surveys                                                            administered by trained interviewers • Measures include:  • Socio‐demographics and relationship characteristics • Sexual behaviors and sex work • Drug use: injection drug use, syringe sharing, HIV risk  behaviors 9
  • 10. Parejas qualitative methods • Purposeful sub‐sample:  • age, relationship duration, drug use, male employment • Semi‐structured joint & individual interviews: • Major themes: relationship, finances, sex, sex work,  drug use and drug treatment • Follow‐up: changes in                                                           relationship dynamics &                                                               project experiences Photo: Jennifer Syvertsen, 2012 • Grounded theory analysis • Emergent themes grounded                                                                       in participants’ experiences                                                                        10 to build theories
  • 11. Parejas Ethnographic methods • Semi‐structured & ethnographic interviewing • Photo elicitation (participants took photos  interviews) • Ethnographic observations                                                           Photo: Jennifer Syvertsen, 2012 11 The Tijuana River Canal, where injectors often congregate to buy, sell & use drugs                       
  • 12. What is the prevalence of injection‐ related HIV risk behaviors? • “Sharing” behaviors?  • Social context of risk? • Need to understand injection‐related risk in the  context of the drug market & type of heroin used  on the border: • Mexican black tar heroin (sticky, like tar) • Cannot easily share in raw form; must be dissolved  in water and heated into an injectable form 12
  • 13. Past 6 month injection risk behaviors (n=254, 59% of Parejas sample) Males Females Recent Injection behaviors n=122  n=132  Total n=254 (48%) (52%) Indirect sharing (cooker, water, filter) 52 (41.9) 63 (47.7) 115 (44.9) Share syringe to divide drugs 50 (40.3) 53 (40.2) 103 (40.2) Receptive syringe sharing 48 (38.7) 59 (44.4) 107 (41.6) n=48  n=59  Receptive syringe sharing partners  Total n=107 (44.9%) (55.1%) Partner 23 (47.9) 40 (67.8) 63 (58.9) Friends 19 (39.6) 20 (33.9) 39 (36.4) Acquaintances 15 (31.3) 8 (13.6) 23 (21.5) Strangers 4 (8.3) 1 (1.7) 5 (4.7) 13 Family 1 (2.1) 2 (3.4) 3 (2.8)
  • 14. Qualitative data on HIV risk • Couples’ sharing: with each other vs. outside of relationship • Sharing patterns shaped by: • relationship dynamics (e.g., trust) • context of risk behaviors (e.g., spaces of drug use) Quantitative data: next steps ‐ conduct further analyses that  Qualitative account for interdependence in  understanding dyadic data Ethnographic data: further  explore the sociocultural context  14 of HIV risk
  • 15. Ethnographic context • Spaces (physical and social) in which injection  occurs  shapes HIV risk • Public vs. private spaces • Some injected in risky public places, like picaderos (shooting galleries) • Social vs. isolated • Couples preferred injecting at home, but observations  revealed different risk environments: • Some pooled resources to share with family & friends • Others were socially isolated and only injected together 15
  • 16. Take home messages • PROYECTO PAREJAS Ethnographic • Complexity of HIV risk  • Behaviors are embedded in  social context • Risk constructed  Qualitative differentially by participants • One data source  incomplete view of risk Quantitative • Better understanding  improved research designs,  16 prevention & care
  • 17. Thank you Contact information:  Jennifer Syvertsen, PhD, MPH jsyvertsen@ucsd.edu Postdoctoral Fellow, UCSD Division of Global Public Health School of Medicine * Note: The original CFAR presentation contained images of drug use  and the contexts in which drug use occurred. These photos were taken  by the researchers and participants themselves as part of the study. Due  to ethical concerns, I purposely omitted these images from this version  of the presentation. I also request that the images that remain in this  version not be duplicated without permission. Anyone interested in hearing & viewing the original presentation may  17 contact me. I am happy to give a talk that features the photos.