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For about 8% of all individuals there is no data on occupation available for any of these years.
We identify immigrants by their place of birth, limit the analysis to both males and females older than 16, and use data on occupation, education, and household income.
Table 1 Absolute (in thousands) and relative data on occupation groups and average labor productivity: 1980 2005 Year Total ((N)) Employees Employers (SEWE) Managers (M) Own-account self-employed (SEWNE Laborr productivity No.
We use data on occupation from 2003 when this is available, otherwise we use data from 2005, and if this is also not available we use data from 2007.
Demographic information includes data on occupation, income, and education.
Data on occupation were available for 289 (96%) of persons with confirmed cases.
Similar(43)
A separate analysis of census data on occupations showed that one in eight lawyers, for example, are in the 1 percent — unless they work for a Wall Street firm, when their chances increase to one in three.
Baseline data on occupations were categorized into eight sector-defined occupational groups.
Over the years, banks have created estimates of true incomes by gathering data on occupations, salaries and loan histories.
The paper focuses on labour market changes over the period 1997 2012 (ten years of expansion and five years of recession) instead of 1994 2012, which would delimit the whole business cycle better because it is only since 1997 that we have access to 3-digit level data on occupations in our database, which is highly recommended in order to perform the matching of tasks to occupations.
In order to estimate the incidence, the number of confirmed cases of OD No 2108 is related to the data on occupation-specific number of employees in the German microcensus provided by the German Federal Statistics Office.
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