가구방문조사에서 무응답 보정을 위한 파라데이터 활용국제성인역량조사 사례분석을 중심으로 = Using Paradata in Nonresponse Adjustment for a Household Interview Survey Case Study of Survey on Program for the International Assessment of Adult Competencies

다국어 초록 (Multilingual Abstract)

We consider the use of level-of-effort(LOE) paradata to model the nonresponse mechanism in survey and to adjust for non-ignorable nonresponse bias. Also we review the call-back model for household interview surveys and unconditional maximum likelihood estimation procedure that was proposed by Biemer et al.(2013). The nonresponse adjust method are then applied and evaluated for a large scale field survey－The Survey on Program for the International Assessment of Adult Competencies(PIAAC). We found that the call-back model based on LOE paradata was effective to reduce the nonresponse bias.

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