1. Integration of the FiD study (data from 2010 ongoing)
We are pleased to announce that the data release v31 will include the data from “Familien in Deutschland” (Families in Germany, FiD) which is being retrospectively integrated into the SOEP and made available in user-friendly form to all SOEP users. The survey has been carried out in parallel to the SOEP as a so-called “SOEP-related study” from 2010 to 2013.
The original SOEP-related study FiD
The idea of FiD was to evaluate the full range of public benefits in Germany for married people and families on behalf of the Federal Ministry for Family Affairs. The datasets available—including the SOEP—were not sufficient for differentiated analysis of the segments of the population targeted by family policies. Particularly problematic were the very small percentages of single parents, families with more than two children, low-income families, and families with very young children in the German population. These groups are of course included in the SOEP, but the number of observations is too small for sound statistical analysis.
Since 2010, the SOEP Research Infrastructure at DIW Berlin has been working in collaboration with TNS Infratest Sozialforschung to survey more than 4,500 households every year. The FiD sample consists of the following subsamples:
A description of the original FiD study can be found in article “Familien in Deutschland – FiD” by Mathis Schröder, Rainer Siegers, and C. Katharina Spieß, Schmollers Jahrbuch 133 (4), 2013, 595-606. (http://dx.doi.org/10.3790/schm.133.4.595). (Pre-published 2013: SOEPpapers 556. Berlin: DIW Berlin).
Integration into SOEP-Core
Starting with Version 31 of the data, the FiD sample will be integrated completely into the SOEP-Core data—that is, as if it were a new sample drawn as part of SOEP-Core in 2010 and 2011. The integration of the FiD sample will result in a significant increase by almost one-third in the number of cases in SOEP-Core since 2010. The figure shows how the new FID samples L1 to L3 have affected cross-sectional sample size since 2010. The retrospective integration meant that the sample variables had to be adjusted as other subsamples have been added to SOEP-Core since 2010 (see adjustment of the sample variables).
In total, 14,166 variables from 64 datasets have been integrated into the various SOEP datasets, and the generated data sets or variables have been adjusted. Variables in the FiD survey instruments that were not contained in the corresponding SOEP survey instruments have been included in the respective datasets as additional variables (with the original FiD variable names starting with “fyy”, where “yy” is a two-digit year identifier). The table below gives an overview of the number of variables in each of the two main questionnaires that could be integrated.
|Year||Individual questionnaire (–p)
Number of variables integrated
|Household questionnaire (–h)
Number of variables integrated
This means that from 2010 on, SOEP users have more cases in their study population—automatically, as it were—without having to make any changes in scripts. Of course, it may be that certain variables were not collected in FiD and are therefore unavailable for these cases. Here, please refer to our conventional approach to missings, which makes this easy to see on the variable level:
|-1||no answer / don’t know|
|-2||does not apply|
|-4||Inadmissible multiple response|
|-5||Not included in this version of the questionnaire|
|-6||Version of questionnaire with modified filtering|
|-8||Question not part of the survey program this year*|
*Only applicable for datasets in long format.
The Federal Statistical Office plans to adjust the already-released Microcensus data from 2011 and 2012 based on the 2011 census data. This means that in the present SOEP data release (v31), the weights for waves BB and BC will change due to the adjustment to the 2011 census data.
Because v31 will include the data from the SOEP-related study FiD, the integration of these households into the SOEP will increase the overall case number by around one-third and it will also affect the integrated weighting variables. This is due to the additional households as well as to the differentiated consideration of official information on family types in the weighting process. To allow users to test how a new sample may affect their research using the SOEP data, we provide both integrated weights and also separate weights for the old and new samples in the year when a refresher sample was integrated into the SOEP.
3.1 Adjustment of the psample / hsample variables
Due to the retrospective integration of the FiD sample, the psample variable in ppfad and the corresponding hsample variable hpfad had to be adjusted.
|Value||Old Labels (v30)||New Label (v31)|
|1||A German West||A Original Sample (DE-West)|
|2||B Foreigner West||B Migration (up to 1983, DE-West)|
|3||C German East||C Original Sample (DE-East)|
|4||D 84-93 Immigrant (West)||D 1994/5 Migration (1984-92/94 DE-West)|
|5||E Refreshment 1998||E 1998 Refreshment|
|6||F ISOEP 2000||F 2000 Refreshment|
|7||G High-Income Test 2002||G 2002 High-Income|
|8||H Refreshment 2006||H 2006 Refreshment|
|9||I Incentives 2009||I 2009 Incentivization|
|10||J Refreshment 2011||J 2011 Refreshment|
|11||K Refreshment 2012||K 2012 Refreshment|
|12||L1 2010 Birth Cohorts (2007-2009)|
|13||M Migration 2013||L2 2010 Family Types|
|14||L3 2011 Family Types|
|15||M1 2013 Migration (1995-2010)|
3.2. Biographical data sets
The following datasets with biographical information were pooled to keep the number of life-courserelated datasets to a reasonable level:
biobirth and biobirthm -> biobirth
Women’s (biobirth) and men’s (biobirthm) childbirth biographies are merged into the dataset biobirth as of v31, of course along with a gender variable.
bioage01 to bioage12 -> bioagel
Starting with data distribution v31, the age-specific data from the mother/parent-child questionnaires are provided only in the user-friendly “long” format: Rather than as age-specific individual files (e.g., bioage01, bioage03, ...), all mother-child and parent-child questionnaires are now pooled in the bioagel dataset. Consequently, all information on children can now easily be found in one dataset. The documentation on the biographical data includes a syntax to generate the age-specific individual files for those who do need them and information on how to use the new bioagel “long” data set most efficiently with SPSS and Stata.
The dataset bioage17 derived from the youth questionnaire is not included in this bioagel dataset.
3.3 Changes in $HGEN
The file HGEN v31.1 now contains the variable gas$$, which states the household’s gas costs starting in 2014. The variables $$eqplif and $$eqpnrj have now been carried forward from the last two years if a household did not provide a response in a given year.
3.4 Other changes in SOEP v31.1
The updates in v31.1 only affected the values of various variables. For detailed information please see doi soep.v31.1