PLS-SEM Model of Self-Pay Influencing Diabetic Treatment and Outcomes

with Eli Garcia, Ben Hoffner-Brodsky, and Em McGlone

Submission in the Citadel Datathon. Code temporarily dumped without explanation, paper available.

Data notes

• Files are in ./data/
  • data <- diabetic_data_initial.csv
  • discharge_ids <- discharge.csv
  • admission_type_ids <- admission_type.csv
  • admission_source_ids <- admission_type.csv
• cmbd_charlson_score is an aggregate risk score
• the other cmbd_. variables are logicals representing comorbidity risk
• encounter_id is currently a string
• the numeric labeled factors (admission source, discharge, etc.) have new additional description columns