Data Cleaning Module?
Posted: Thu Oct 27, 2022 3:57 pm
Hello,
This is my first post. However, I have evaluated Jamovi for a while as a substitute for SPSS used at my institution. Up to now, I am impressed by the functionality, available modules, and the enthusiastic contributors. One thing that keeps me from making the full transition is the data cleaning aspect. By "data cleaning" I mean two different things. One is the data cleaning based on the assumption checking, and the other is regarding "careless responding." Although Jamovi modules provide assumption checks, the data editor is limited in functions that can help the process. Sorting the data, for example, can be done in Excel, but that means you have to get out of the program. I use the sorting often to eyeball extreme values. The careless responding has been an emerging issue, especially because of the popularity of crowd-sourcing. Identifying unusual response patterns, for example, a zero responder, becomes an important aspect of research.
I am not sure if there are modules that can deal with these issues already. If so, please kindly inform me. If not, is there any one willing to develop modules for these issues?
This is my first post. However, I have evaluated Jamovi for a while as a substitute for SPSS used at my institution. Up to now, I am impressed by the functionality, available modules, and the enthusiastic contributors. One thing that keeps me from making the full transition is the data cleaning aspect. By "data cleaning" I mean two different things. One is the data cleaning based on the assumption checking, and the other is regarding "careless responding." Although Jamovi modules provide assumption checks, the data editor is limited in functions that can help the process. Sorting the data, for example, can be done in Excel, but that means you have to get out of the program. I use the sorting often to eyeball extreme values. The careless responding has been an emerging issue, especially because of the popularity of crowd-sourcing. Identifying unusual response patterns, for example, a zero responder, becomes an important aspect of research.
I am not sure if there are modules that can deal with these issues already. If so, please kindly inform me. If not, is there any one willing to develop modules for these issues?