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Using ethnography to
 generate culturally-based
       interventions
    Stephen L. Schensul PhD
University of Connecticut School of
              Medicine

    CORE Group Spring Meeting 2012
           Wilmington, DE
What is ethnography?
   Documents of the “worldview” of residents of the
    target communities (the emic view)
   Focuses on local communities, making it possible
    to have face-to-face interaction (participant
    observation) with residents
   Uses qualitative and quantitative methods
    (mixed methods)
   Describes cultural (behavioral guidelines) and
    patterns (continuity through generations),
    cultural change (dynamics), and intracultural
    variation
   Concerned with the impact of global, national and
    state (macro) policies and institutions on
    phenomena in local communities (micro)
What are culturally-based
           interventions?
Identification of and building on:
 a set of collectively held beliefs and

  behavioral guidelines
 that have some continuity from one

  generation to the next
 that provide a relevant and salient

  context within which an intervention
  program can be linked
(“a hook on which to hang intervention”)
The need for cultural connection

   Salience

   Community participation

   Community resources

   Sustainability
EXAMPLES FROM INDIA
The Problem: HIV in India
   2.5 million people are HIV+ in India
   The gender ratio has shifted over the
    last decade from 5 males to 1 female to
    1.7 to 1
   Women’s greatest risk for HIV/STI is
    transmission from their husbands
   Men are significant underutilizers of the
    public health care system for sexually
    transmitted diseases.
   The focus has been on the “high risk”
The Study Communities
    “Slum” area in the northeast
     quadrant of Mumbai
    700,000 people
    66% migrants, primarily from
     Northern States
    Mix of Muslims (54%)
      and Hindus (46%)
    Primarily day laborers
    Mean income of US$75
     per month

How do we involve a general community in the effort
to prevent what they have yet to experience?
Key Concept: Gupt Rog (Secret illness”)
Men’s major concerns in terms of their
 sexuality focus on performance issues
 (kamjori), the nature of semen adequacy
 (dhat), and STI-like symptoms (garmi)
Etiology focuses on semen loss through
 nocturnal emission and masturbation
Consequences are described in terms of
 inability to satisfy wife and other women,
 threat to masculinity
Treatment primarily by non-allopathic
 providers
Gupt rog
     as a marker of sexual risk
Baseline survey data showed:
 Over half (53.2%) have at least one

  symptom
 A significant relationship between the

  presence of gupt rog symptoms and
  extramarital sex among married men
 Significant relationships between the

  presence of gupt rog symptoms and
  antecedent behaviors including alcohol use,
  intimate partner violence and risky activities
  with friends
AYUSH Providers
AYUSH (“life” in Hindi, Urdu, and
Arabic) is a new acronym for Ayurveda,
Yoga and Naturopathy, Unani, Siddha,
and Homeopathy
AYUSH Providers
   Providers in the study communities
    are ayurveda, unani, and homeopaths
   Holistic traditions of traditional
    (primarily herbal) medicines have
    evolved to a focus on symptoms and
    heavy use of “English medicine”
    (antibiotics)
   219 private practice providers;
    majority of patient visits are by men
   Primary resources for men with gupt
    rog
Allopathic
        System and Sexual Health
   Nearby hospitals, three urban health
    centers and two health posts almost
    exclusively focused on maternal and
    child health
   Negative and dismissive view of gupt
    rog
   Few men sought care at the
    dermatology/STI clinics in area hospitals
Cultural and local opportunities
   A salient set of concepts about sexual
    health concerns and treatment seeking
   Preliminary data, which shows
    significant association between gupt
    rog and risky behavior
   A public allopathic system seeking
    ways of engaging men into treatment
    for HIV/STI, but little understanding of
    gupt rog
   Traditional practitioners who address
    gupt rog, but have limited training in
    sexually transmitted infections
Challenges to Addressing Women’s
           Sexual Risk
   A subset of women:
    • Do not speak openly about health
      problems (especially sexual health)
    • Have health concerns but secondary to
      husband’s and family’s
    • Have limited ability to make
      independent decisions regarding sexual
      and reproductive health
    • Limited mobility
   How to access and engage women?
Culturally-based symptom:
    safed pani (“white [vaginal] discharge”)
 Most common presenting complaint among
  women in the study community and in South
  Asia
 Varying in viscosity, color and odor put of
  limited predictive value in determining
  pathology
 Associated with other psychosomatic
  symptoms (“weakness,” body pains,
  “tenshun”) and pregnancy/delivery
 Only a small number are found to be related to
  sexually transmitted infections
 Provides the opportunity to engage women at
  the health point-of-service
Interrelationships of Women’s Life
situation and sexual risk with safed pani


       Violence                                   Hu EMS
       Hu/Wi Comm.         Safed pani             STI know
       Self-Esteem
       Disempowerment                             Risk
                                                  Perception
       Tenshun      .358                .140


      Negative Life                            HIV/STI
        Situation           .217                 Risk
WOMEN’S HEALTH CLINIC
         •   Established in 2008
         •   Criteria SYMPTOMS
               –Safed pani
               –Genital itiching
               –Burning micturition
               –Lower abdominal pain
               –Genital ulcers
               –Inguinal swelling
Services provided at WHC
                Health education
                History, external &
                 internal per speculum
                 examination
                Cervical, vaginal
                 swabs taken
                Syndromic
                 management per
                 NACO guidelines
                Condom Promotion
                Counselling services
                Partner Notification &
                 Referral
                Women called for
                 follow up and lab
WHAT FORMATIVE RESEARCH
METHODS WILL ALLOW US TO
 IDENTIFY THESE CULTURAL,
COMMUNITY AND COGNITIVE
        ELEMENTS?
…and do so in an expeditious (reasonable
time and resources) manner!
Ethnographic Methods
     Method           Explore   Define   Confirm
Key Informants          X         X
Group interviews        X         X
Observation             X         X        X
Social Mapping          X         X
Cognitive mapping                 X        X
Social networks         X         X         x
In-depth interviews     X
Semi-structured                   X
interviews
Surveys                                    X
Focus groups                               X
Research Model
   (Horizontal Domain Modeling)
         PEERS              KNOWLEDGE


                  SEXUAL        PROTECTIVE
FAMILY
                 BEHAVIOR        BEHAVIOR



    COMMUNITY               ATTITUDES
Vertical Modeling
Domain
Interview/            DOMAIN
Observation


Semi-
structured             Factor              Factor
Interview/
Observation


Ethnographic
Survey/Structured               Variable       Variable
Observation
Qualitative Research         Quantitative Research
   Describes the nature of         Measures the quantity
    the phenomena                    of phenomena

   Builds models in                Primarily deductive -
    deductive-inductive              tests current knowledge
    interaction
                                    Unit of analysis is
   Multiple units of analysis       usually the individual
   Emphasizes validity             Emphasizes reliability
   Usually uses
    convenience, snowball
                                    Random sampling
    and quota sampling               procedures
Creating qualitative (textual)
                data
   From observation and interviewing to
    recoding with “jottings” or audio
    recorder
   Transcribing jottings/recordings into
    typed text
   Entering the text into a computer
    software program (Atlas.ti, Ethnograph)
   Coding the data
   Analysis
ATLAS.TI
Secondary data
   Census
   Voter roles
   Prior research studies
   Governmental surveys
   Demographic and Health Surveys
    (DHS-Macro International)
   CDC surveys
   Medical/clinical records
Interviews with key
        informants (cultural experts)
Key informants are individuals with
 special knowledge about women in the
 populations under study:

   Community leaders
   Reproductive and family health workers
   Work and school administrators
   Leaders of women’s
     organizations
   Community organizers
Results
                    (from Sri Lanka)

   The importance of virginity and
    sexuality
   Male to male sexuality
   Culturally specific sexual practices
   Role of family, peers, community
   Gender differentiation
   Changing societal dynamics
   Difficulty of access to services
Group interviews
   Any discussion occurring between
    the ethnographer and more than one
    individual in the community
   Naturally occurring groups (women
    gathering at water sources, men at
    tea stalls, youth at school recess)
   Focus on broad features of the
    community
   Identify variability
Results

   Development of rapport
   Identification of social networks
   Description of key features in the
    community
   Collection of attitudes and opinions
   Documentation of what is on
    peoples’ minds
Mapping and observation
Mapping of behavioral scenes
 Meeting places

 Lovers lanes

 Recreational settings

 Work settings

 Schools

Observation of behavior
 Daily schedules

 Subgroups/cliques

 Coupling
Results:
         Coupling Behavior
   Opportunities to meet: Transport
    from work in Mauritius and tuitions in
    Sri Lanka
   Opportunities for intimacy: Beaches
    and gardens in Mauritius/lovers
    lanes, jungle, toilets and rice paddy
    in Sri Lanka
   Opportunities for risky sex: hostels
    in Mauritius and 3-wheelers and
    CSWs in Sri Lanka
Social Mapping
1. Local residents asked to
   draw landmarks and
   high risk sites in their
   area to identify these
   locations on a
   conceptual or actual
   map.
2. The process provides
   ethnographic data on
   the community and
   introduces researchers
   to further key
   informants.

                              Places where people go for
                              drinking and sex
Map of Study Area
Study site 1
Digitized Map of Study
Area




                 Study site
                 1

                     Study site
                     3
                Study site
                2




                                    Study site 1
In-depth Interviewing (IDI)
   Focus on the lives of individuals
   Minimalist questions guided by the
    research model promoting
    respondent narratives (stories)
   Sampling frame selected on
    knowledge (from key informants) of
    major variations within the
    community
   Emphasis on discovery
Results
   How the focal topic (sexual risk) fits
    into the lives of youth in Sri Lanka,
    young women workers in Mauritius,
    married men and women in urban
    India
   The range of variation in sexual
    behavior, IPV, marital
    communication, women’s health
   The discovery of new domains and
    factors to revise the model
FREE-LISTING AND CONSENSUS
           MODELING
Free-listing: Respondents to list all
  sexual behaviors they know……..

Consensus modeling: Sexual behaviors
 are placed on index cards and
 respondents are asked to sort by
 affinity

Analysis using ANTHROPAC
Results for 21 Female Youths: Cognitive
    Organization of Intimate Behaviors
   Expressing      Partying                                             Penis
   feelings/thoughts                             Having      Penis
                                                           in vagina   in anus
                                           3      Sex
  Writing
  letters       Caring for                                    Oral sex Oral sex
                each other                      Moaning/
                                                groaning      (M to F) (F to M)
   Giving       Talking to
    gifts       each other
                                                                Fingering
 Going out
 on a date
                                                                       Licking
Sweet                                                          Kissing the body
            Holding   Cuddling      1              2
talking                                                        the body
             hands

            Hugging   Kissing                                      Rubbing
                                               Feeling on Touching bodies
                             Kissing           each other the body
                             with tongue


      Initial Stages                                        Later Stages
Results for 29 Male Youths: Cognitive
       Organization of Intimate Behaviors
                                                                   Having
                                                  Moaning/          sex
    Going                                                               Penis in
    out on a   Partying                           groaning               vagina
    date
                                                                  Oral sex         Penis
                  Talking to                                      (F to M)        in anus
  Expressing      each other                                 Oral sex
   feelings/                                                 (M to F)
                 Sweet
  thoughts
                 talking
          Caring for
          each other                                                  Fingering
                     Writing
                     letters

Holding
hands
           Hugging                                                     Kissing Licking
                                                                       the bodythe body
               Cuddling                         Feeling on Rubbing
                                                each other bodies
                                                           Touching
                          Kissing   Kissing                the body
                                    w/ tongue
Initial Stages                                                       Later Stages
Social Network Analysis
(1) Ethnographic mapping of social
     networks (family, friendships, work
     groups, voluntary organizations)
    The identity of the people in groups
    How people define membership
    Rules for inclusion/exclusion
(2) Ego-centered networks focused on
     index/focal individuals
(3) Full relational social networks in a closed
     network in which the
Betty Knox Building Network (UCINET)
Sister         Mother’s Network for               Mother
      -in-Law
                         Childhood
                      Health Decisions
                                                        Sister
                               Mother
                   Husband     -in-law

                             Mother (ego)


Neighbor (B)
                                                       Friend B
                Neighbor A
                                            Friend A



                              Community
                               Outreach
                                Worker
Results
   Identification of focal people in sub-
    group (e.g. opinion leaders)
   Delineation of the movement of
    information among group members
    and between groups
   Group facilitation and barriers to
    behavior change
Ethnographic Survey Instrument
 Content:
  Closed-ended items based on qualitative

   data gathering at the domain, factor and
   variable levels
  Variability in the response to items

 Administration:
  Structured interview

  Questionnaire

 Sampling:
  Random
  Systematic random
  Clustered random sampling
Results
   Prevalence of the focal and related
    issues in the population
   Identification of antecedents and
    consequences through bivariate and
    multivariate hypothesis testing
   Numerical data to policy makers
   Baseline data for evaluation of
    intervention impact
Focus Group
   Formal meeting
   Selected individuals invited who
    generally are not linked
   Facilitator and a recorder
   Objective to achieve consensus on a
    specific topic:
    --Research results
    --Translation of results into an
    intervention
    --Intervention plan
Results

   Formal participant input
   Modifications that fit the community’s
    social and cultural dynamics
   Opportunity for multiple meetings
    providing on-going modifications and
    input
   An evaluative tool for the intervention
Conclusion: Time and
              Resources
   Many social scientists and public health
    researchers want to study “forever”
   Funders want implementation and
    results immediately
   Rapid techniques (RRA, RAP) have been
    developed
   But “what’s the hurry”
   The key is not so much time/resources
    but finding that “cultural hook”

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Using ethnography to generate culturally based interventions_schensul_5.3.12

  • 1. Using ethnography to generate culturally-based interventions Stephen L. Schensul PhD University of Connecticut School of Medicine CORE Group Spring Meeting 2012 Wilmington, DE
  • 2. What is ethnography?  Documents of the “worldview” of residents of the target communities (the emic view)  Focuses on local communities, making it possible to have face-to-face interaction (participant observation) with residents  Uses qualitative and quantitative methods (mixed methods)  Describes cultural (behavioral guidelines) and patterns (continuity through generations), cultural change (dynamics), and intracultural variation  Concerned with the impact of global, national and state (macro) policies and institutions on phenomena in local communities (micro)
  • 3. What are culturally-based interventions? Identification of and building on:  a set of collectively held beliefs and behavioral guidelines  that have some continuity from one generation to the next  that provide a relevant and salient context within which an intervention program can be linked (“a hook on which to hang intervention”)
  • 4. The need for cultural connection  Salience  Community participation  Community resources  Sustainability
  • 6. The Problem: HIV in India  2.5 million people are HIV+ in India  The gender ratio has shifted over the last decade from 5 males to 1 female to 1.7 to 1  Women’s greatest risk for HIV/STI is transmission from their husbands  Men are significant underutilizers of the public health care system for sexually transmitted diseases.  The focus has been on the “high risk”
  • 7. The Study Communities  “Slum” area in the northeast quadrant of Mumbai  700,000 people  66% migrants, primarily from Northern States  Mix of Muslims (54%) and Hindus (46%)  Primarily day laborers  Mean income of US$75 per month How do we involve a general community in the effort to prevent what they have yet to experience?
  • 8. Key Concept: Gupt Rog (Secret illness”) Men’s major concerns in terms of their sexuality focus on performance issues (kamjori), the nature of semen adequacy (dhat), and STI-like symptoms (garmi) Etiology focuses on semen loss through nocturnal emission and masturbation Consequences are described in terms of inability to satisfy wife and other women, threat to masculinity Treatment primarily by non-allopathic providers
  • 9. Gupt rog as a marker of sexual risk Baseline survey data showed:  Over half (53.2%) have at least one symptom  A significant relationship between the presence of gupt rog symptoms and extramarital sex among married men  Significant relationships between the presence of gupt rog symptoms and antecedent behaviors including alcohol use, intimate partner violence and risky activities with friends
  • 10. AYUSH Providers AYUSH (“life” in Hindi, Urdu, and Arabic) is a new acronym for Ayurveda, Yoga and Naturopathy, Unani, Siddha, and Homeopathy
  • 11. AYUSH Providers  Providers in the study communities are ayurveda, unani, and homeopaths  Holistic traditions of traditional (primarily herbal) medicines have evolved to a focus on symptoms and heavy use of “English medicine” (antibiotics)  219 private practice providers; majority of patient visits are by men  Primary resources for men with gupt rog
  • 12. Allopathic System and Sexual Health  Nearby hospitals, three urban health centers and two health posts almost exclusively focused on maternal and child health  Negative and dismissive view of gupt rog  Few men sought care at the dermatology/STI clinics in area hospitals
  • 13. Cultural and local opportunities  A salient set of concepts about sexual health concerns and treatment seeking  Preliminary data, which shows significant association between gupt rog and risky behavior  A public allopathic system seeking ways of engaging men into treatment for HIV/STI, but little understanding of gupt rog  Traditional practitioners who address gupt rog, but have limited training in sexually transmitted infections
  • 14.
  • 15. Challenges to Addressing Women’s Sexual Risk  A subset of women: • Do not speak openly about health problems (especially sexual health) • Have health concerns but secondary to husband’s and family’s • Have limited ability to make independent decisions regarding sexual and reproductive health • Limited mobility  How to access and engage women?
  • 16. Culturally-based symptom: safed pani (“white [vaginal] discharge”)  Most common presenting complaint among women in the study community and in South Asia  Varying in viscosity, color and odor put of limited predictive value in determining pathology  Associated with other psychosomatic symptoms (“weakness,” body pains, “tenshun”) and pregnancy/delivery  Only a small number are found to be related to sexually transmitted infections  Provides the opportunity to engage women at the health point-of-service
  • 17. Interrelationships of Women’s Life situation and sexual risk with safed pani Violence Hu EMS Hu/Wi Comm. Safed pani STI know Self-Esteem Disempowerment Risk Perception Tenshun .358 .140 Negative Life HIV/STI Situation .217 Risk
  • 18. WOMEN’S HEALTH CLINIC • Established in 2008 • Criteria SYMPTOMS –Safed pani –Genital itiching –Burning micturition –Lower abdominal pain –Genital ulcers –Inguinal swelling
  • 19. Services provided at WHC  Health education  History, external & internal per speculum examination  Cervical, vaginal swabs taken  Syndromic management per NACO guidelines  Condom Promotion  Counselling services  Partner Notification & Referral  Women called for follow up and lab
  • 20. WHAT FORMATIVE RESEARCH METHODS WILL ALLOW US TO IDENTIFY THESE CULTURAL, COMMUNITY AND COGNITIVE ELEMENTS? …and do so in an expeditious (reasonable time and resources) manner!
  • 21. Ethnographic Methods Method Explore Define Confirm Key Informants X X Group interviews X X Observation X X X Social Mapping X X Cognitive mapping X X Social networks X X x In-depth interviews X Semi-structured X interviews Surveys X Focus groups X
  • 22. Research Model (Horizontal Domain Modeling) PEERS KNOWLEDGE SEXUAL PROTECTIVE FAMILY BEHAVIOR BEHAVIOR COMMUNITY ATTITUDES
  • 23. Vertical Modeling Domain Interview/ DOMAIN Observation Semi- structured Factor Factor Interview/ Observation Ethnographic Survey/Structured Variable Variable Observation
  • 24. Qualitative Research Quantitative Research  Describes the nature of  Measures the quantity the phenomena of phenomena  Builds models in  Primarily deductive - deductive-inductive tests current knowledge interaction  Unit of analysis is  Multiple units of analysis usually the individual  Emphasizes validity  Emphasizes reliability  Usually uses convenience, snowball  Random sampling and quota sampling procedures
  • 25. Creating qualitative (textual) data  From observation and interviewing to recoding with “jottings” or audio recorder  Transcribing jottings/recordings into typed text  Entering the text into a computer software program (Atlas.ti, Ethnograph)  Coding the data  Analysis
  • 27. Secondary data  Census  Voter roles  Prior research studies  Governmental surveys  Demographic and Health Surveys (DHS-Macro International)  CDC surveys  Medical/clinical records
  • 28. Interviews with key informants (cultural experts) Key informants are individuals with special knowledge about women in the populations under study:  Community leaders  Reproductive and family health workers  Work and school administrators  Leaders of women’s organizations  Community organizers
  • 29. Results (from Sri Lanka)  The importance of virginity and sexuality  Male to male sexuality  Culturally specific sexual practices  Role of family, peers, community  Gender differentiation  Changing societal dynamics  Difficulty of access to services
  • 30. Group interviews  Any discussion occurring between the ethnographer and more than one individual in the community  Naturally occurring groups (women gathering at water sources, men at tea stalls, youth at school recess)  Focus on broad features of the community  Identify variability
  • 31. Results  Development of rapport  Identification of social networks  Description of key features in the community  Collection of attitudes and opinions  Documentation of what is on peoples’ minds
  • 32. Mapping and observation Mapping of behavioral scenes  Meeting places  Lovers lanes  Recreational settings  Work settings  Schools Observation of behavior  Daily schedules  Subgroups/cliques  Coupling
  • 33. Results: Coupling Behavior  Opportunities to meet: Transport from work in Mauritius and tuitions in Sri Lanka  Opportunities for intimacy: Beaches and gardens in Mauritius/lovers lanes, jungle, toilets and rice paddy in Sri Lanka  Opportunities for risky sex: hostels in Mauritius and 3-wheelers and CSWs in Sri Lanka
  • 34. Social Mapping 1. Local residents asked to draw landmarks and high risk sites in their area to identify these locations on a conceptual or actual map. 2. The process provides ethnographic data on the community and introduces researchers to further key informants. Places where people go for drinking and sex
  • 35. Map of Study Area
  • 36. Study site 1 Digitized Map of Study Area Study site 1 Study site 3 Study site 2 Study site 1
  • 37. In-depth Interviewing (IDI)  Focus on the lives of individuals  Minimalist questions guided by the research model promoting respondent narratives (stories)  Sampling frame selected on knowledge (from key informants) of major variations within the community  Emphasis on discovery
  • 38. Results  How the focal topic (sexual risk) fits into the lives of youth in Sri Lanka, young women workers in Mauritius, married men and women in urban India  The range of variation in sexual behavior, IPV, marital communication, women’s health  The discovery of new domains and factors to revise the model
  • 39. FREE-LISTING AND CONSENSUS MODELING Free-listing: Respondents to list all sexual behaviors they know…….. Consensus modeling: Sexual behaviors are placed on index cards and respondents are asked to sort by affinity Analysis using ANTHROPAC
  • 40. Results for 21 Female Youths: Cognitive Organization of Intimate Behaviors Expressing Partying Penis feelings/thoughts Having Penis in vagina in anus 3 Sex Writing letters Caring for Oral sex Oral sex each other Moaning/ groaning (M to F) (F to M) Giving Talking to gifts each other Fingering Going out on a date Licking Sweet Kissing the body Holding Cuddling 1 2 talking the body hands Hugging Kissing Rubbing Feeling on Touching bodies Kissing each other the body with tongue Initial Stages Later Stages
  • 41. Results for 29 Male Youths: Cognitive Organization of Intimate Behaviors Having Moaning/ sex Going Penis in out on a Partying groaning vagina date Oral sex Penis Talking to (F to M) in anus Expressing each other Oral sex feelings/ (M to F) Sweet thoughts talking Caring for each other Fingering Writing letters Holding hands Hugging Kissing Licking the bodythe body Cuddling Feeling on Rubbing each other bodies Touching Kissing Kissing the body w/ tongue Initial Stages Later Stages
  • 42. Social Network Analysis (1) Ethnographic mapping of social networks (family, friendships, work groups, voluntary organizations)  The identity of the people in groups  How people define membership  Rules for inclusion/exclusion (2) Ego-centered networks focused on index/focal individuals (3) Full relational social networks in a closed network in which the
  • 43. Betty Knox Building Network (UCINET)
  • 44. Sister Mother’s Network for Mother -in-Law Childhood Health Decisions Sister Mother Husband -in-law Mother (ego) Neighbor (B) Friend B Neighbor A Friend A Community Outreach Worker
  • 45. Results  Identification of focal people in sub- group (e.g. opinion leaders)  Delineation of the movement of information among group members and between groups  Group facilitation and barriers to behavior change
  • 46. Ethnographic Survey Instrument Content:  Closed-ended items based on qualitative data gathering at the domain, factor and variable levels  Variability in the response to items Administration:  Structured interview  Questionnaire Sampling:  Random  Systematic random  Clustered random sampling
  • 47. Results  Prevalence of the focal and related issues in the population  Identification of antecedents and consequences through bivariate and multivariate hypothesis testing  Numerical data to policy makers  Baseline data for evaluation of intervention impact
  • 48. Focus Group  Formal meeting  Selected individuals invited who generally are not linked  Facilitator and a recorder  Objective to achieve consensus on a specific topic: --Research results --Translation of results into an intervention --Intervention plan
  • 49. Results  Formal participant input  Modifications that fit the community’s social and cultural dynamics  Opportunity for multiple meetings providing on-going modifications and input  An evaluative tool for the intervention
  • 50. Conclusion: Time and Resources  Many social scientists and public health researchers want to study “forever”  Funders want implementation and results immediately  Rapid techniques (RRA, RAP) have been developed  But “what’s the hurry”  The key is not so much time/resources but finding that “cultural hook”

Notas do Editor

  1. This map shows the results for the 21 female youth participants. This pattern was not that different between AA and Hispanic girls and so the overall pattern for girls is shown. Here, we see a far fewer number of overall clusters indicating that girls tended to group their behaviors into fewer piles. Here, the transition cluster of kissing actually went more closely with the initial stage behaviors, and there is no transitional cluster between the initial stage behaviors and the later stage clusters. Also, feeling on each other clustered with the heavy petting behaviors, and fingering with the oral and penetrative sex behaviors. So, these “transition” behaviors are being specifically placed by females as conceptually closer to one set of behaviors or another, rather than distinctly on their own, perhaps indicating that they are less viewed as “transition” behaviors. 1 2 3
  2. Similar pattern seen regardless of race group. Stress level of 2-D representation higher for boys than girls (.178 vs .132, with <=.15 as desirable stress level). So, indicates that it was harder to find clustering and to represent clustering in 2-D for boys than for girls. 1 2 8 6 7 5 4 11 3 9 13 12 10