Student Success Factors at Defense Language Institute Foreign Language Center

Abstract

The Defense Language Institute (DLI) is a DOD educational and research institution that provides language instruction in over 16 different languages and dialects to thousands of students annually. DLI implements an immersion program where select students spend time in their third semester immersed in the language and culture that they are studying in an effort to improve proficiency. At the end of a student's course of instruction, DLI administers the Defense Language Proficiency Test (DLPT). The current minimum score to pass the DLPT for all basic program students is L2/R2/S1+, and not all students meet this standard. The director of the National Security Agency (NSA) identified that the L2/R2 standard leaves too large a training gap to meet NSA's operational requirements. DLI has been directed to increase the graduation standard to L2+/R2+, which most students do not currently meet. We developed four stepwise logistic regression models that could predict a students probability of success at different stages in the student lifecycle. As a student progresses through the program, performance in advanced language classes was the most significant factor in predicting success. Factors such as DLAB score, prior language experience, and language category proved significant throughout the student lifecycle. We found that, after accounting for selection bias, the immersion program did not significantly contribute to improved DLPT performance.

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 2020
Accession Number
AD1114144

Entities

People

  • Jonathan Bermudez-mendez

Organizations

  • Naval Postgraduate School

Tags

DTIC Thesaurus Topics

  • Coast Guard
  • Data Sets
  • Department Of Defense
  • Education
  • Foreign Languages
  • Information Science
  • Instructions
  • Instructors
  • Language
  • Machine Learning
  • National Security
  • Security
  • Students
  • Supervised Machine Learning
  • Test Sets
  • Training
  • United States

Fields of Study

  • Education

Readers

  • Aerospace Research.
  • Computational Linguistics
  • Naval Personnel Management