Support #1913
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Weighting with analysis of a dataset of infants
Added by Laura Jones over 1 year ago.
Updated over 1 year ago.
Description
Dear US team,
My question is about weighting when carrying out analysis with infants (0-2).
I want to carry out an analysis estimating the percentage of one and two year olds in England living in families who will be eligible for the new childcare policy announced in the Spring budget.
Eligibility depends on their parent's income.
My plan was to create a dataset of 0-2 year olds in England by using the information from j_indall, filter on country of residence (England only), then add information on their parent's income from j_indresp.
If I then weighted using j_psnenui_xw would this be the correct way to provide accurate population estimates of 0-2 year olds living in England? Or is a different weight required?
Thanks in advance for any help.
Laura
- Category set to Weights
- Status changed from New to In Progress
- Assignee set to Olena Kaminska
- Private changed from Yes to No
Many thanks for your enquiry. The Understanding Society team is looking into it and we will get back to you as soon as we can. We aim to respond to simple queries within 48 hours and more complex issues within 7 working days.
Best wishes,
Understanding Society User Support Team
Laura,
What you need is the weight of the parent individual full interview, like indinui_xw. Technically, you combine information from indall and inresp, but indresp has a conditional response on indall, which means that inresp weight (indinui_xw) corrects for nonresponse in indall (so, children's nonresponse), and the adult nonresponse. Hence your weight is indinui_xw.
The weight may be different if you use other points in time / other datasets for the information on children etc.
Hope this helps,
Olena
- Status changed from In Progress to Feedback
- % Done changed from 0 to 80
Thanks so much for your response Olena.
I am a little confused as to how that would work in practice given that many of the children will have two parents who provide a full interview. In that case would I use the weight from the mother or the father?
And if there are multiple children under 2 in the same household would they all receive the same weight ?
all best,
Laura
to clarify the above - children's eligibility depends on both of their parents incomes (assuming they live in a two parent household). Therefore I would create a new variable indicating whether or not both of their parents met the income requirement, based on information gathered from both parents.
Thanks Olena,
One final question - why do you suggest using the father's weight as opposed to the mother's? Since most single family households will be led my a mother my inclination would have been to select the mother's weight when available, and if not use the father's weight.
many thanks,
Laura
Laura,
Yes, good point. For a single parent household use the parent's weight (regardless of gender). But for both parents household use father's as fathers have generally lower RR than mothers, so more nonresponse is taken into account.
Does it help?
Olena
ok, thank you so much Olena, this has been incredibly helpful.
all best,
Laura
- Status changed from Feedback to Resolved
- % Done changed from 80 to 100
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