Identifying the Relative Importance of Factors Influencing Medication Compliance in General Patients Using Regularized Logistic Regression and LightGBM: Web-Based Survey Analysis

Identifying the Relative Importance of Factors Influencing Medication Compliance in General Patients Using Regularized Logistic Regression and LightGBM: Web-Based Survey Analysis

BackgroundMedication compliance, which refers to the extent to which patients correctly adhere to prescribed regimens, is influenced by various psychological, behavioral, and demographic factors. When analyzing these factors, challenges such as multicollinearity and variable...

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Bibliographic Details
Main Authors: Haru Iino, Hayato Kizaki, Shungo Imai, Satoko Hori
Format: Article
Language:English
Published: JMIR Publications 2024-12-01
Series:JMIR Formative Research
Online Access:https://formative.jmir.org/2024/1/e65882
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