Peter Hastings' Publications

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Research Methods Tutor: Evaluation of a dialogue-based tutoring system in the classroom

E. Arnott, P. Hastings, and D. Allbritton. Research Methods Tutor: Evaluation of a dialogue-based tutoring system in the classroom. Behavior Research Methods, 40(3):694–672, Psychonomics Society Publications, 2008.

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Abstract

Research Methods Tutor (RMT) is a dialogue-based intelligent tutoring system for use in conjunction with undergraduate psychology research methods courses. RMT includes five topics that correspond to the curriculum of introductory research methods courses: ethics, variables, reliability, validity, and experimental design. We evaluated the effectiveness of the RMT system in the classroom using a non-equivalent control group design. Students in three classes (n = 73) used RMT, and students in two classes (n = 52) did not use RMT. Results indicated that the use of RMT yielded strong learning gains of .71 SD above classroom instruction alone. Further, the dialogue-based tutoring condition of the system resulted in higher gains than the textbook-style condition (CAI version) of the system. Future directions for RMT include the addition of new topics and tutoring elements.

BibTeX Entry

@ARTICLE{Arnott:brm2008,
  author = 	 {E. Arnott and P. Hastings and D. Allbritton},
  title = 	 {Research Methods Tutor: Evaluation of a dialogue-based tutoring system in the classroom},
  journal = 	 {Behavior Research Methods},
  year = 	 {2008},
  publisher =    {Psychonomics Society Publications},
  volume =       {40},
  number =       {3},
  pages =        {694--672},
  bib2html_rescat = {Artificial Intelligence in Education},
  bib2html_pubtype = {Journal},
  abstract =     {Research Methods Tutor (RMT) is a dialogue-based intelligent tutoring system for use in conjunction with undergraduate psychology research methods courses.  RMT includes five topics that correspond to the curriculum of introductory research methods courses: ethics, variables, reliability, validity, and experimental design.  We evaluated the effectiveness of the RMT system in the classroom using a non-equivalent control group design.  Students in three classes (n = 73) used RMT, and students in two classes (n = 52) did not use RMT.  Results indicated that the use of RMT yielded strong learning gains of .71 SD above classroom instruction alone.  Further, the dialogue-based tutoring condition of the system resulted in higher gains than the textbook-style condition (CAI version) of the system.  Future directions for RMT include the addition of new topics and tutoring elements.}
}

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