Secondary Outcomes (explanation)
Pluralistic ignorance will be computed as the individual-level difference between the respondent's personal attitudes index score and their perceived descriptive norms index score. A positive value indicates the respondent is more accepting than they perceive their community to be, consistent with pluralistic ignorance in the inclusion direction. Treatment effects on pluralistic ignorance will be estimated both directly (as a constructed outcome) and by comparing treatment effects on the two underlying indices separately, allowing identification of whether signals primarily shift perceived norms, personal attitudes, or both.
The institutional trust misperception gap is constructed identically to the pluralistic ignorance measure above (personal score minus perceived-community score, both standardised before differencing) but is interpreted in the opposite direction: a positive gap here is expected given the general sensitivity around openly expressing distrust of state institutions in the current political climate, and serves as a check on desirability bias in institutional trust reporting rather than as evidence about genuine community norms.
Perceived-community trust and perceptions ("میرا علاقہ" / "my area" in the Urdu instrument) are benchmarked against the average personal trust score among Control-arm respondents at three levels of geographic aggregation — Union Council, tehsil, and city — to assess whether the misperception gap is sensitive to the scale at which "community" is defined, given known limits on statistical precision at the Union Council level with the achieved per-arm sample size.
The post-treatment institutional trust index will be analysed using both a difference-in-differences specification and an ANCOVA specification (post-treatment score regressed on treatment arm indicators, controlling for the pre-treatment score as a covariate). Because treatment is individually randomised, both approaches yield unbiased estimates of the treatment effect; however, ANCOVA is expected to provide a more statistically powerful and more precise test of whether judicial signals shift institutional legitimacy, consistent with established methodological findings that ANCOVA dominates change-score analysis in randomised designs (Van Breukelen, 2006). The ANCOVA specification will serve as the primary specification for this outcome, with the DiD estimate reported as a robustness check.
Independently of treatment arm, 10% of respondents complete the survey using standard verbal response elicitation while 90% use a non-verbal, card-based method in which the respondent points to a response rather than stating it aloud. This assignment is orthogonal to treatment and is not crossed with treatment arm in any planned analysis of primary outcomes; the comparison is included solely to assess measurement validity.
The service enrolment persistence check, if conducted, addresses the distinction between an immediate enrolment decision — a "flow" outcome potentially sensitive to short-term emotional or social-desirability responses to the vignette — and durable behavioural follow-through, better evidence of a genuine change in willingness to engage with transgender-provided services. Because this follow-up depends on field team capacity and resources beyond the primary data collection window, it is registered here as a conditional, exploratory extension rather than a primary outcome.