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Sampling Adolescents/Young Key Populations (A/YKP) at Risk of HIV Exposure Using Respondent Driven Sampling (RDS) LISA G. JOHNSTON WWW.LISAGJOHNSTON.COM, LSJOHNSTON.GLOBAL@GMAIL.COM UNIVERSITY OF CALIFORNIA, SAN FRANCISCO TULANE UNIVERSITY, NEW ORLEANS
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Outline o Why is RDS superior for sampling A/YKP? o RDS Overview o RDS Challenges o RDS Resources
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Why is RDS superior for sampling A/YKP? ◦Useful for gathering large samples of quantitative data from hard-to-reach and hidden populations ◦No sampling frame ◦Allows participants to remain anonymous ◦Peers recruit their peers (stigma, discrimination and lack of trust) ◦Has already been used successfully used in several countries to sample A/YKP ◦When analyzed correctly, provides representative findings about the network of the population sampled ◦Manuals and tools available to help you ◦Free computer software available Malekinejad M, et al. Using respondent-driven sampling methodology for HIV biological and behavioral surveillance in international settings: A systematic review. AIDS and Behavior. 2008.12(Suppl 1): 105-130. Johnston LG, Malekinejad M, Rifkin MR, et al. Implementation challenges to using respondent-driven sampling methodology for HIV biological and behavioral surveillance: Field experiences in international settings. AIDS and Behavior. 2008.12(Suppl 1): 131-141.
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RDS OVERVIEW Basics and Challenges
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Questions to ask yourself before initiating RDS ◦Is the population of interest socially networked (i.e., they know each other as part of that population)? ◦Can you find a small number of persons who are part of the population?
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RDS Recruitment Chain
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RDS Basics o Is both a sampling and analysis method A big challenge for those developing RDS is to match the estimators to the sampling design assumptions o Type of chain referral sampling method to reach hidden populations o Begin with a set of ‘seeds’ o Seeds recruit peers, who recruit peers, etc. o Recruits are linked by coupons with unique identifying numbers o Recruitment is limited through a minimum set of coupons o Incentives provided for completed survey and for each successful recruit
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Typical steps in an RDS survey Enrollment (valid coupon, screening, consent) Interview Optional: Biological testing for HIV and STI (pre and post test counseling) Coupon explanation, provision of coupons, incentive
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Enrollment
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Interview
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Biological Testing
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Coupon Explanation
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Incentive Payment
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Recruitment Management
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Recruitment Management (2)
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RDS Assumptions o For most estimators, RDS is heavily assumption driven: First order Markov Process (i.e., sampling occurs with replacement, sample becomes independent from the seeds) Respondents know one another as members of the target population (and these are reciprocal) Respondents are linked by a network composed of a single component Respondents can accurately report their personal network size Peer recruitment is a random selection from the recruiter’s network Each respondent recruits a single peer
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RDS required data o Must collect each participant’s social network size o Must collect information about who recruited whom
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The importance of social networks in RDS o A participant’s social network size sets up the probability of someone being selected into the study o Must include all of the criteria used in eligibility o Only members of a participant’s social network should be recruited into study o Analysis is based on each social network member having an equal probability of being included in the study. o Adapt the question for A/KYP
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Where to get answers during formative assessment? ◦Go to A/YKP ◦Find leaders within the A/YKP target population ◦Talk to organizations working with A/YKP ◦Talk to gate keepers who may be involved with A/YKP
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What kinds of information should you get during formative assessment? o Network structure, characteristics of the population o Logistics, acceptability, identification of seeds
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Selecting ‘good’ seeds to start your study ◦Seeds are non-randomly selected members of the target population who ◦Are well regarded by their peers ◦Have large social networks and know diverse types of people ◦Can communicate well ◦Have some interest in the purpose of the survey
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Incentives ◦Find out the legal restrictions are about giving incentives to minors during research ◦Incentives are usually monetary but other types of incentives are fine ◦Find out what the population wants
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Coupons o Provide information about the survey (hours, location, benefits, etc.) o Track recruitment progress o Manage incentive payments o Link information about recruits and their recruiters through the ID numbering o Allows participants to be anonymous
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Analysis Software programs are available for free Available at www.hpmrg.org Available at www.respondentdrivensampling.org
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RDS strengths and challenges Strengths Representativeness Efficient for hard to reach populations Manuals and tools available Peer recruit peers No mapping needed Allows for anonymity Free computer software available Challenges Can be difficult to verify group membership Uses incentives Difficult to deal with selective non- response bias Analysis is challenged and challenging Relies on numerous assumptions
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Extra formative research Assess social networks RDS logistics and acceptance Identify seeds Mobility of A/YKP Simple coupon designs (pictures) Modified network size question A/YKP appropriate incentives Toys and activities in waiting room (one staff member) What to do with family members/friends who want to go to interview site Special Issues: RDS among A/YKP
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Include social worker with specialization in A/YKP at interview site Conduct community meetings and involvement of organizations, concerned adults who may or may not be parents or guardians Questionnaire design-PILOT A/YKP of 14 years interpret questions differently than A/YKP of 21 years Think about communications with police Ethical considerations Special Issues for A/YKP in any sampling method
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Resources Johnston, L. G. Introduction to Respondent Driven Sampling. 2013. Geneva, Switzerland. http://applications.emro.who.int/dsaf/EMRPUB_2013_EN_1539.pdf NetDraw and RDS Analyst Software Manual. http://applications.emro.who.int/dsaf/EMRPUB_2014_EN_1686.pdf?ua=1 www.hpmrg.org (RDS Analyst Software) www.respondentdrivensampling.org (RDSAT, references, RDS materials) www.lisagjohnston.com (resource materials, journal articles, etc.) Young Key Populations at Higher Risk of HIV in Asia and the Pacific: Making the case with Strategic Information. http://www.unicef.org/eapro/Young_key_populations_at_high_risk_of_HIV_in_Asia_Pacific.pdf
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Thank You
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