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Using a Multilingual AI Care Agent to Reduce Disparities in Colorectal Cancer Screening for Higher Fecal Immunochemical Test Adoption Among Spanish-Speaking Patients: Retrospective Analysis

Using a Multilingual AI Care Agent to Reduce Disparities in Colorectal Cancer Screening for Higher Fecal Immunochemical Test Adoption Among Spanish-Speaking Patients: Retrospective Analysis

Differences between Spanish- and English-speaking groups were assessed using independent samples t tests for continuous variables and chi-square tests for categorical variables. A logistic regression analysis was conducted to evaluate factors associated with FIT test opt-in rates, controlling for age, gender, geographic location, and call duration. The model’s goodness of fit was assessed using the Hosmer-Lemeshow test, and model performance was evaluated using Nagelkerke R².

Meenesh Bhimani, R Hal Baker, Markel Sanz Ausin, Gerald Meixiong, Rae Lasko, Mariska Raglow-Defranco, Alex Miller, Subhabrata Mukherjee, Saad Godil, Anderson Cook, Jonathan D Agnew, Ashish Atreja

J Med Internet Res 2025;27:e71211

Examining the Relationship Between Assertiveness and Anxiety in First- and Second-Year US Medical Students

Examining the Relationship Between Assertiveness and Anxiety in First- and Second-Year US Medical Students

Parametric (2-tailed independent samples t test and Pearson correlation) and nonparametric (Kruskal-Wallis test and Spearman correlation) statistical tests were used based on data distribution normality. Gender and school year were used as grouping variables. This study received ethical approval from the California University of Science and Medicine Institutional Review Board (approval: HS-2024‐03) on January 22, 2024.

Jonathan Shaw, James Hagerty, Kristen Masada, Angelene Eunji Won, Ashley Lai, Jisu Shin, Van Le, Brenton Phung, Charles Lai, Peter Bota, Aaron Jacobs

JMIR Form Res 2025;9:e73394

The Relationship Between Medical Student Neuroticism and Preferred Medical Specialty: Cross-Sectional Study

The Relationship Between Medical Student Neuroticism and Preferred Medical Specialty: Cross-Sectional Study

Independent samples t tests (2-tailed) were used for normal data; Kruskal-Wallis tests were used for nonnormal data. The grouping variables were school year, gender, and specialty interest type. Statistical significance was determined as P≤.05. This study received ethical approval from the California University of Science and Medicine Institutional Review Board (approval: HS-2023‐59) on November 27, 2023.

Jonathan Shaw, Brenton Phung, Ashley Lai, James Hagerty, Van Le, Seung Rim Yoo, Jerome Torres, Angelene Won, Charles Lai, Peter Bota, Aaron Jacobs

JMIR Form Res 2025;9:e73507