Unit level models in the assessment of monthly wages of small enterprises employees
Grażyna Dehnel , Łukasz Wawrowski
AbstractSample surveys are considered to be the most important source of information about monthly wages of employees in small enterprises. The sample size is usually sufficient for precise estimation of parameters at the level of provinces at the most. However, information about local economic conditions at lower levels of territorial aggregation is required to support the development of entrepreneurship. Therefore, an attempt was made to estimate monthly wages of employees at the district level. The study described in the article involves the method of composite estimation as part of the approach based on unit-level models. The aim of the study was to estimate the average monthly wage in small trade enterprises at the level of districts. The study was based on data from a monthly business survey conducted by the Statistical Office in Poznan. Data from administrative registers were used as auxiliary variables. The adoption of the new solutions in the area of business statistics is expected to increase the scope of statistical outputs and improve the efficiency of estimates.
|Publication size in sheets||0.5|
|Book||Papież Monika, Śmiech Sławomir (eds.): The 13th Professor Aleksander Zelias International Conference on Modelling and Forecasting of Socio-Economic Phenomena. Conference Proceedings, Socio-Economic Modelling and Forecasting, 2019, Wydawnictwo C.H. Beck, ISBN 978-83-8158-734-1, 258 p.|
|Keywords in Polish||statystyka małych obszarów, estymacja pośrednia, model jednostkowy, rejestry administracyjne, statystyka gospodarcza|
|Keywords in English||small area estimation, indirect estimation, unit-level model, administrative registers, business statistics|
|Score||= 20.0, 25-02-2021, ChapterFromConference|
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