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alvara panel is a validated respondent database collected periodically from 2012 to the present. The majority of respondent data was gathered through house-to-house surveys using multistage random sampling techniques to ensure representativeness. Additionally, supplementary data were obtained through booster samples, purposive sampling, snowball sampling, and member registration to enhance coverage and respondent diversity.