topic Re: Generate variable observations based on earliest date in SAS Procedures

Generate variable observations based on earliest date

Gayatrikunchay — Wed, 01 Mar 2023 17:05:38 GMT

Hi,

I have the following data with these variables. For the same ID, the race/ethnicity is different, when it is supposed to be the same.

ID_person	Admit Date	RaceEthnicity
1234	1/03/2019	Non-Hispanic Black
1234	2/06/2019	Non-Hispanic White
3421	5/14/2020	Hispanic
3421	3/21/2021	Non-Hispanic White
4536	6/4/2020	Unknown

To standardize the race/ethnicity information, I decided to make the race/ethnicity for each ID same as it was at the earliest admission date. How do I code for this?

I need the data to be like this:

ID_person	Admit Date	RaceEthnicity	Raceeth_new
1234	1/03/2019	Non-Hispanic Black	Non-Hispanic Black
1234	2/06/2019	Non-Hispanic White	Non-Hispanic Black
3421	5/14/2020	Hispanic	Hispanic
3421	3/21/2021	Non-Hispanic White	Hispanic
4536	6/4/2020	Unknown	Unknown

Re: Generate variable observations based on earliest date

PaigeMiller — Wed, 01 Mar 2023 17:11:20 GMT

Assuming your data is sorted by ID_person and Admit_Date

data want;
    set have;
    by id_person;
    retain raceeth_new;
    if first.id_person then raceeth_new=racethnicity;
run;

Code is untested, as I cannot test the code against your screen captures (I can only test code against SAS data sets, please from now on provide SAS data sets as working SAS data step code, which you can type in yourself or follow these instructions)

Re: Generate variable observations based on earliest date

Gayatrikunchay — Wed, 01 Mar 2023 18:13:40 GMT

Hi, this worked great! But what if the earliest admission date has 'Unknown" Race and Ethnicity? How do I code to take the race/ethnicity for next admission date? Thank you!

Re: Generate variable observations based on earliest date

PaigeMiller — Wed, 01 Mar 2023 18:19:49 GMT

Delete the rows with missing RACEETHNICITY and then run my code.

Re: Generate variable observations based on earliest date

Gayatrikunchay — Wed, 01 Mar 2023 18:21:46 GMT

I cannot delete the rows as I have other variables which has important information. Any other way?

Re: Generate variable observations based on earliest date

PaigeMiller — Wed, 01 Mar 2023 18:25:33 GMT

@Gayatrikunchay wrote:

I cannot delete the rows as I have other variables which has important information. Any other way?

Delete the rows, run my code, obtain one row per ID, and then merge the results ReceEthnicity_new back into the original data set by ID, then no rows are missing.

Re: Generate variable observations based on earliest date

Gayatrikunchay — Wed, 01 Mar 2023 18:57:52 GMT

This worked!! Thank you!