• Title/Summary/Keyword: Multilevel Model with Overdispersion

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A Study of Consistency in Estimating the Number of Vacant Jobs Using the Labor Force Survey at Establishments (사업체노동력조사를 활용한 빈 일자리 수 추정에 대한 정합성 연구)

  • Park, Seung-Hwan
    • Asia-Pacific Journal of Business
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    • v.13 no.3
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    • pp.329-341
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    • 2022
  • Purpose - The purpose of this study was to investigate consistency in estimating the number of vacant jobs using the two business labor force survey with two different time points of survey. Design/methodology/approach - We studied the cause of the differences in estimating the number of vacant jobs between the monthly sample and the new sample in business labor force survey. Findings - To summarize our findings, As the size of the company increases, the number of vacant jobs in the company also increases, and the probability that the number of vacant jobs in the company is zero decreases. The monthly sample was assessed to have a higher likelihood that the number of vacant jobs in the company was zero and the number of vacant jobs was considerable compared to the local sample. Research implications or Originality - Because local survey sample companies tend to minimize the number of vacant jobs even when they reply under the same conditions, the estimation result of the number of vacant jobs in the current monthly survey differs significantly from the estimation result of the local survey. Divergent "degrees of knowledge of question items," survey methodologies, or investigators could be the causes of the various response trends.