A QUASI-EXPERIMENTAL EVALUATION OF AN ON-LINE FORMATIVE ASSESSMENT AND TUTORING SYSTEM

被引:71
作者
Koedinger, Kenneth R. [1 ]
McLaughlin, Elizabeth A.
Heffernan, Neil T. [2 ]
机构
[1] Carnegie Mellon Univ, Human Comp Interact Inst, Pittsburgh, PA 15213 USA
[2] Worcester Polytech Inst, Worcester, MA USA
关键词
TECHNOLOGY; PERSPECTIVES; CLASSROOM; COMPUTERS; EDUCATION; LESSONS; MODEL;
D O I
10.2190/EC.43.4.d
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
ASSISTments is a web-based math tutor designed to address the need for timely student assessment while simultaneously providing instruction, thereby avoiding lost instruction time that typically occurs during assessment. This article presents a quasi-experiment that evaluates whether ASSISTments use has an effect on improving middle school students' year-end test scores. The data was collected from 1240 seventh graders in three treatment schools and one comparison school. Post-test (7th grade year-end test) results indicate, after adjusting for the pre-test (6th grade year-end test), that students in the treatment schools significantly outperformed students in the comparison school and the difference was especially present for special education students. A usage analysis reveals that greater student use of ASSISTments is associated with greater learning consistent with the hypothesis that it is useful as a tutoring system. We also found evidence consistent with the hypothesis that teachers adapt their whole class instruction based on overall student performance in ASSISTments. Namely, increased teacher use (i.e., having more students use the system more often) is associated with greater learning among students with little or no use, suggesting that those students may have benefited from teachers adapting their whole-class instruction based on what they learned from ASSISTments use reports. These results indicate potential for using technology to provide students instruction during assessment and to give teachers fast and continuous feedback on student progress.
引用
收藏
页码:489 / 510
页数:22
相关论文
共 46 条
[1]   Using background knowledge in case-based legal reasoning: A computational model and an intelligent learning environment [J].
Aleven, V .
ARTIFICIAL INTELLIGENCE, 2003, 150 (1-2) :183-237
[2]   The relationship between the number of students per computer and educational outcomes [J].
Alspaugh, JW .
JOURNAL OF EDUCATIONAL COMPUTING RESEARCH, 1999, 21 (02) :141-150
[3]   Cognitive tutors: Lessons learned [J].
Anderson, JR ;
Corbett, AT ;
Koedinger, KR ;
Pelletier, R .
JOURNAL OF THE LEARNING SCIENCES, 1995, 4 (02) :167-207
[4]   New evidence on classroom computers and pupil learning [J].
Angrist, J ;
Lavy, V .
ECONOMIC JOURNAL, 2002, 112 (482) :735-765
[5]  
[Anonymous], 1999, ED POLICY ANAL ARCH
[6]  
[Anonymous], 2000, CURR EV STAND SCH MA
[7]  
[Anonymous], 2001, Proceedings of CHI 2002, Human Factors in Computing Systems
[8]  
Becker H.J., 2001, 2001 ANN M AM ED RES
[9]  
Berliner D.C., 2002, Educational Researcher, V31, P18, DOI DOI 10.3102/0013189X031008018
[10]   Computers and Student Learning: Interpreting the Multivariate Analysis OfPISA2000 [J].
Bielefeldt, Talbot .
JOURNAL OF RESEARCH ON TECHNOLOGY IN EDUCATION, 2005, 37 (04) :339-347