Missing values

Questions about the implementation and application of the PLS-SEM method, that are not related to the usage of the SmartPLS software.
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alexxxx
PLS Junior User
Posts: 1
Joined: Wed Aug 23, 2023 3:44 pm
Real name and title: mohamed zouihil

Missing values

Post by alexxxx »

good evening everyone

this is the first time i'm using smart pls for pls-sem, i'm working on a study of the adoption of medical technologies "the case of the electronic medical record" by healthcare professionals in france.

I administered the questionnaire to the target population, i collected 390 responses, i noticed that i have two categories of respondent, users of the electronic medical record (310 responses) and non-users (80 responses).

So, my question is as follows: how should I deal with the 80 responses from non-users, given that I'm faced with missing data because of this category?
Should I eliminate the non-user responses and work with the data from the 310 respondents?[/b]

thank you in advance for your comments
jmbecker
SmartPLS Developer
Posts: 1284
Joined: Tue Mar 28, 2006 11:09 am
Real name and title: Dr. Jan-Michael Becker

Re: Missing values

Post by jmbecker »

You can also include them and use pairwise deletion as the missing value treatment. This way every relationship that has only users is estimated with the data of users only. If you have data for both the relationship is estimated for both.
Dr. Jan-Michael Becker, BI Norwegian Business School, SmartPLS Developer
Researchgate: https://www.researchgate.net/profile/Jan_Michael_Becker
GoogleScholar: http://scholar.google.de/citations?user ... AAAJ&hl=de
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