Cleaning Data - Case-Mean Substitution IF

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somereve
Posts: 1
Joined: Tue Feb 27, 2024 5:23 pm

Cleaning Data - Case-Mean Substitution IF

Post by somereve »

Hello,

I am trying to replicate a previous study. To clean the data and deal with missing data, I need to: "As per Fogel & Kovalenko (2013) we did not remove any outliers and used case-mean substitution for missing data. To qualify for case-mean substitution, the missing data must have met the following criteria outlined by Fox-Wasylyshyn & El-Masri (2015) for self-report measures: (1) fewer than 60% of the items on a given measure for a given participant are missing (2) fewer than 15% of cases within a given measure are missing. We chose to use the aforementioned eligibility criteria to help maintain variability across measures and participants."

I am struggling to filter to use code to determine what % of each measure was answered by each individual participant to determine they answered 60% of the items for every measure/survey used.

Thank you!
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jonathon
Posts: 2627
Joined: Fri Jan 27, 2017 10:04 am

Re: Cleaning Data - Case-Mean Substitution IF

Post by jonathon »

yeah, this is a tricky one. how many items in the measure?

jonathon
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