Interactively Measure Occupations in Interviews and Beyond
The first freetext question to show.
Show potential followup questions to the user.
Show a page with a text field where free text can be entered.
An additional freetext page to show when no suggestion has been select...
Page showing the user's results
An optional, second free text question if the first didn't yield sugge...
Display the generated suggestions for the user to pick one.
Welcome Page (optional)
Preprocess a string, removing special characters and handling abbrevia...
A demo questionnaire with additional explanations
A questionnaire for interviewer-administered surveys
A web survey which participants can navigate themselves.
Set / save data for an item.
Set some values in the page/questionnaire data in the current session.
Train Similarity Based Probability Model with anonymized training data
Validate (and sanitize the questionnaire)
Make suggestions using similarity based reasoning.
Start the occupation coding API.
Get an instance of the interactive shiny occupation coding app.
Go to the next page
Called internally by the shiny server.
Convert suggestion from one suggestion format into the other
Create app_settings.
Called internally by the shiny server.
Called internally by the shiny server when navigating to the next page...
Called internally by the shiny server.
Load a standard dataset, while supporting overriding by the user.
Get the final occupation codes
Get potential follow-up questions for a suggestion.
Retrieve data for an item.
Make coding suggestions based on a user's open-ended text input.
Get questionnaire / page data.
Convenience function to aggregate all saved results_overview files.
Get additional information for a suggestion id.
Called internally by the shiny server when navigating to the previous ...
Load AuxCO from a directory of CSV files
Clean & Load KldB 2010 dataset.
Create a new questionnaire page.
Show a page with multiple radio button options where once can be picke...
Page to receive feedback on how well the chosen suggestion fits
A final page, showing instructions to close the window.
Perform interactive occupation coding during interviews as described in Peycheva, D., Sakshaug, J., Calderwood, L. (2021) <doi:10.2478/jos-2021-0042> and Schierholz, M., Gensicke, M., Tschersich, N., Kreuter, F. (2018) <doi:10.1111/rssa.12297>. Generate suggestions for occupational categories based on free text input, with pre-trained machine learning models in German and a ready-to-use shiny application provided for quick and easy data collection.
Useful links