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Draft, check and improve: Vulnerable Population Protections

Draft, check and improve: Vulnerable Population Protections: Your prompt

Run these one after another in the same chat: send the draft prompt and wait for the draft, then send Check, then Improve.

Writes the draft, with the criteria as the bar it must meet.

You are an expert in research ethics and safeguarding for evaluations involving vulnerable populations. Generate a vulnerable-population protections section that would score Excellent (5) on every dimension of the Vulnerable Population Protections rubric for the study described in the brief below.

QUALITY REQUIREMENTS:

Population Identification: Name every vulnerable population involved (e.g., unaccompanied minors, GBV survivors, people with mobility impairments, refugees in protracted displacement, people living with HIV). State the distinct risk profile for each. Do not use a generic "vulnerable" label.

Specialized Consent: Adapt consent and assent for each named population. Specify parental or guardian consent plus child assent with age-appropriate language for minors. Specify verbal or pictorial consent for low-literacy respondents. Name sign language interpretation for deaf participants. Name translation and back-translation for non-dominant-language populations. Reinforce voluntariness and right to withdraw for populations facing power imbalances.

Trained Personnel: Specify the training each staff role must have. Name child safeguarding training, trauma-informed practice training, sign language proficiency or interpreter availability, and matched-gender enumeration where required. Name training providers, currency of training, and verification mechanisms.

Referral Pathways: Define pathways for every follow-up category the study could surface: GBV disclosure, child protection concerns, suicidality or self-harm, urgent health needs, urgent legal needs. For each, name the receiving service, contact procedure, time-to-handover, and responsible team member. Address what happens when no service exists locally. Address confidentiality during referral.

Data Protection: Apply heightened measures. Specify stricter access controls, separated identifiers, encrypted transmission and storage, shorter retention with documented destruction, and re-identification safeguards. Treat sensitive disclosure data under stricter rules.

FORMAT: Present as a numbered section: (1) Populations and Risks, (2) Specialized Consent Procedures, (3) Personnel Training and Verification, (4) Referral Pathways and Handover, (5) Heightened Data Protection.

STUDY BRIEF:

[Paste the study type, target populations, sensitive topics, operating context, and available local services here]

Quality bar: The result must meet these criteria. It will be reviewed against them afterwards.

  • Population Identification: Whether the specific vulnerable populations involved are named with their distinct risks (children, refugees, GBV survivors, people with disabilities, etc.) rather than grouped under a generic "vulnerable" label.
  • Specialized Consent: Whether consent and assent processes are adapted for each population, including parental consent plus child assent, low-literacy adaptations, sign language, plain-language alternatives, and language matching.
  • Trained Personnel: Whether personnel skills and training requirements are specified for working with each population, including child safeguarding, trauma-informed practice, sign language proficiency, or matched-gender enumerators.
  • Referral Pathways: Whether referral pathways are named for cases requiring follow-up (GBV disclosure, child protection concerns, suicidality, urgent health or legal needs), with named services, contact procedures, and handover responsibilities.
  • Data Protection: Whether heightened data protection measures are specified for sensitive populations, including stricter access controls, separated identifiers, secure transmission, retention limits, and protections against re-identification.

Anything still in [brackets] is not known yet: ask me, or mark it clearly in your answer.

Rubric · Create a Document · about 476 words

) in an evaluation or research design. Paste the relevant section to assess safeguards.

You'll Need

Your vulnerable-population protections section

You Get Back

A draft, then a check, then an improved version, in one chat

Criteria