Support #1159
open
Weights for cross-sectional and longitudinal analyses
Added by Luca Bernardi almost 6 years ago.
Updated almost 6 years ago.
Description
Dear Understanding Society Support Team,
I am using data from adult main interviews from all waves. I am estimating the effect of depression on party identification. I am analyzing the data both cross-sectionally and longitudinally. However, I am unsure about which weight(s) to use, also given the low number of clinically depressed individuals. Is it correct that in both cases, since I am using data from more than one wave, I should use a longitudinal weight? Also, by reading the User Guide, in Wave 6 there is a change in the definition of the cross-sectional population represented. If this somehow complicates the issue, I have no problem with analyzing data only from Wave 1 to Wave 5. Could you please give me some recommendations?
Many thanks and best wishes,
Luca
Luca,
Thank you for your question.
If you are interested in estimates in a particular time point - you should use cross-sectional weights. In other words if you estimate the same model for each wave separately and you include only information from that particular wave in the model - you should use the cross-sectional weight from that wave.
If you are using information from across a few waves - you should use a longitudinal weight from the last wave in your analysis.
The change in definition at wave 6 relates to immigrants: from wave 6 'ui' weights include immigrants since 2009 but 'ub' weights don't include them. This is only relevant if you put together many cross-sectional estimates and compare them over time (e.g. looking at a trend). This does not influence longitudinal analysis. If you want to be sure to have comparable cross-sectional estimates (i.e. those that exclude immigrants since 2009) then you can use 'ub' weights throughout.
Hope this helps,
Olena
Dear Olena,
Many thanks for replying so quickly. That's very helpful. If I understand correctly, since I am using information from across a few waves, I can apply the "indinub_lw" weight. Is this correct?
Thanks and best wishes,
Luca
Luca,
Yes, the weight is correct, and it should come from the last wave that you use in your analysis. Note, 'ub_lw' weight is available for analysis from wave 2 onwards.
Olena
Dear Olena,
Sounds good. Many thanks again.
Luca
- Status changed from New to Resolved
- % Done changed from 0 to 100
- Private changed from Yes to No
Also available in: Atom
PDF