Record Linkage Methodology in Longitudinal Database of Quarterly Census of Employment and Wages
نویسندگان
چکیده
The Longitudinal Database of Quarterly Census of Employment and Wages (QCEW) links quarterly reports of employment and total wages of all nonfarm establishments covered by State Unemployment Insurance. QCEW uses two types of linkage: deterministic and probabilistic. Deterministic linkage is performed by SESA IDs – a combination of state FIPS code, Unemployment Insurance Number, and Reported Unit Number. The remaining establishments, those not linked by SESA IDs, are linked by a probabilistic method (weighted matching), based on the Fellegi and Sunter theory. This paper performs and evaluates both deterministic and weighted linkage. Recommendations for weighted linkage are given.
منابع مشابه
Empirical Evaluation of Imputation Methods on Quarterly Census of Employment and Wages (QCEW) Data
The U.S. Bureau of Labor Statistics’ Quarterly Census of Employment and Wages (QCEW) program currently uses each establishment’s year-ago trend in imputing missing employment and wages data. Ratio method is introduced which is using current trend of employment and wages. An empirical evaluation of well established methods, namely ratio and nearest–neighbor, is undertaken. This paper presents th...
متن کاملUsing record linkage to monitor equity and variation in screening programmes
BACKGROUND Ecological or survey based methods to investigate screening uptake rates are fraught with many limitations which can be circumvented by record linkage between Census and health services datasets using variations in breast screening attendance as an exemplar. The aim of this current study is to identify the demographic, socio-economic factors associated with uptake of breast screening...
متن کاملLabor Market Effects of US Sick Pay Mandates
This paper exploits temporal and spatial variation in the implementation of US sick pay mandates to assess their labor market consequences. We use the Synthetic Control Group Method (SCGM) and the Quarterly Census of Employment and Wages (QCEW) to estimate the causal effect of mandated sick leave on employment and wages. We do not find much evidence that employment or wages were significantly a...
متن کاملMinimum Wages and Aggregate Job Growth: Causal Effect or Statistical Artifact?
Consistent with recent work by Meer and West, I find a negative association between minimum wages and state-level aggregate employment growth in both the Business Dynamics Statistics and the Quarterly Census of Employment and Wages data, and it is sizable for some time periods. However, I show that this negative association is present in exactly the wrong sectors. It is particularly strong in m...
متن کاملINTERNATIONAL IMMIGRATION AND ITS ECONOMIC IMPACT ON THE LABOR MARKET IN HOST COUNTRIES
According to the latest census conducted by the United Nations, currently about 213 million people, i.e. more than 3 percent of the world's population, live outside the country of their birth. The great mobility of the population has definitely different effects on host countries’ economy. The labor market along with commodity, capital and money markets as one of the main pillars of the e...
متن کامل