Code: The Stratifying Role of Job level for Sickness Absence and the Moderating Role of Gender and Occupational Gender Composition

Code: The Stratifying Role of Job level for Sickness Absence and the Moderating Role of Gender and Occupational Gender Composition

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Code: The Stratifying Role of Job level for Sickness Absence and the Moderating Role of Gender and Occupational Gender Composition

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Title Code: The Stratifying Role of Job level for Sickness Absence and the Moderating Role of Gender and Occupational Gender Composition
URI http://doi.org/10.7802/1494
Primary Researcher Kröger, Hannes;Socio-Economic Panel Study (SOEP), German Institute for Economic Research (DIW), Berlin
Publication Year 2017
Availability Freier Zugang (ohne Registrierung)
Subject Area Medizinsoziologie
Abstract This upload contains the syntax to reproduce the results published in the related article. The data is not published, but the data necessary to reproduce the analyses can be accessed by any researcher after signing a user contract: https://www.diw.de/en/diw_02.c.222518.en/research_data_center_of_the_soep.html
Geographical Area Deutschland / DE
Universe Among the German household population: The sample is restricted in the following way: We exclude the self-employed, persons in vocational or educational training, all employees in the public sector, all those younger than 18 or older than 64, and all those who are not currently employed. We focus on employees from the private sector because, in the public sector, rules regulating promotions are more bureaucratic and job security is much stronger. Therefore, the link between sickness absence and job level will not follow the theory outlined in this paper and cannot be compared to the private sector. Lastly, all observations with missing values on sickness absence or any of the predictors are excluded, as other forms of treatment of missing values are currently not supported by the method implemented in this study. The restrictions result in a sample of 16,384 individuals and 87,573 observations.
Selection Method Stratified random sampling
Data Collection Mode Persönliches Interview
Survey Period 2002-01-01;2014-12-31
Licenses CC BY-NC-SA 4.0
Publications Hannes Kröger, The stratifying role of job level for sickness absence and the moderating role of gender and occupational gender composition, Social Science & Medicine, Volume 186, August 2017, p. 1-9;doi: 10.1016/j.socscimed.2017.05.045

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Files Size Format Download Option Description
ET_Berufe-Dreisteller_93-11.csv 104.5Kb Unknown Download {"dbk_file_desc":"Data from the Federal statistical office (DESTATIS) on fraction of women in occupations","dbk_version_series_desc":"","dbk_version_number_desc":"","dbk_resourcetype_series_desc":"","dbk_resourcetype_number_desc":"","dc_language_iso_desc":"ger/deu - (German)","dbk_dataset_variable_desc":"","dbk_dataset_item_series_desc":"","dbk_dataset_item_number_desc":"","dbk_software_desc":"","dbk_alternativeid_desc":"","dbk_relatedid_series_desc":"","dbk_relatedid_number_desc":"","description":""}
File checksum: MD5:0e172f38a74c08c8f699e8066e236c75
Kroger-SSM-Code.zip 8.856Kb application/zip Download {"dbk_file_desc":"Stata do-files for data preparation and descriptive statistics","dbk_version_series_desc":"","dbk_version_number_desc":"","dbk_resourcetype_series_desc":"","dbk_resourcetype_number_desc":"","dc_language_iso_desc":"eng - (English)","dbk_dataset_variable_desc":"","dbk_dataset_item_series_desc":"","dbk_dataset_item_number_desc":"","dbk_software_desc":"Stata","dbk_alternativeid_desc":"","dbk_relatedid_series_desc":"","dbk_relatedid_number_desc":"","description":"","format":"76","format_description":"","bitstream_id":"1055"}
File checksum: MD5:dd23c7c8b35b8ba3e38f7946c58b21bd
Kroger-SSM-R-Code.zip 6.631Kb application/zip Download {"dbk_file_desc":"R Code to estimate and run all (Bayesian) models in the paper. Stata code needs to be run first to create the necessary data set from SOEP v. 31","dbk_version_series_desc":"","dbk_version_number_desc":"","dbk_resourcetype_series_desc":"","dbk_resourcetype_number_desc":"","dc_language_iso_desc":"eng - (English)","dbk_dataset_variable_desc":"","dbk_dataset_item_series_desc":"","dbk_dataset_item_number_desc":"","dbk_software_desc":"","dbk_alternativeid_desc":"","dbk_relatedid_series_desc":"","dbk_relatedid_number_desc":"","description":""}
File checksum: MD5:2430b0da7511dab792117aac775006fb

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