期刊
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
卷 178, 期 1, 页码 83-99出版社
WILEY
DOI: 10.1111/rssa.12049
关键词
Area effects; Cross-classified models; Family and Children Study; Interviewer effects; Multiple-membership models
资金
- University of Southampton, School of Social Sciences Teaching Studentship
- UK Economic and Social Research Council doctoral studentship [ES/1026258/1]
- Economic and Social Research Council [RES-062-23-2997, RES-175-25-0011]
- Economic and Social Research Council [ES/L008351/1, ES/I018301/1] Funding Source: researchfish
- ESRC [ES/L008351/1, ES/I018301/1] Funding Source: UKRI
The paper investigates two different multilevel approaches, the multilevel cross-classified and the multiple-membership models, for the analysis of interviewer effects on wave non-response in longitudinal surveys. The models proposed incorporate both interviewer and area effects to account for the non-hierarchical structure, the influence of potentially more than one interviewer across waves and possible confounding of area and interviewer effects arising from the non-random allocation of interviewers across areas. The methods are compared by using a data set: the UK Family and Children Survey.
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