How Challenging are Bebras Tasks? An IRT analysis based on the performance of Italian students

被引:22
作者
Bellettini, Carlo [1 ]
Lonati, Violetta [1 ]
Malchiodi, Dario [1 ]
Monga, Mattia [1 ]
Morpurgo, Anna [1 ]
Torelli, Mauro [1 ]
机构
[1] Univ Milan, Dept Comp Sci, Milan, Italy
来源
ITICSE'15: PROCEEDINGS OF THE 2015 ACM CONFERENCE ON INNOVATION AND TECHNOLOGY IN COMPUTER SCIENCE EDUCATION | 2015年
关键词
informatics and education; learning contests; Bebras; Kangourou of Informatics;
D O I
10.1145/2729094.2742603
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper analyses the results of the 2014 edition of the Italian Bebras/Kangourou contest, exploiting the Item Response Theory statistical methodology in order to infer the difficulty of each of the proposed tasks starting from the scores attained by the participants. Such kind of analysis, enabling the organizers of the contest to check whether or not the difficulty perceived by pupils was substantially different from that estimated by those who proposed the tasks, is important as a feedback in order to gain knowledge to be used both in ranking participants and in organizing future editions of the contest. We show how the proposed analysis essentially highlights that the 63% of tasks was perceived at the same level of difficulty estimated by those who proposed them, but a 37% of tasks were either easier or more difficult than expected.
引用
收藏
页码:27 / 32
页数:6
相关论文
共 12 条
[1]  
[Anonymous], 2011, Data analysis using regression and multilevel/hierarchical models
[2]  
[Anonymous], 2013, OLYMPIADS INF
[3]  
[Anonymous], 2014, P 2014 C INN TECHN C
[4]  
[Anonymous], 1985, ITEM RESPONSE THEORY
[5]  
Dagiene V, 2008, LECT NOTES COMPUT SC, V5090, P19
[6]  
Dagiene V, 2010, LECT NOTES COMPUT SC, V5941, P1, DOI 10.1007/978-3-642-11376-5_1
[7]  
Forisek Michal, 2009, OLYMPIADS INFORM, V3, P3
[8]  
Gamerman Dani, 2006, Texts in Statistical Science
[9]  
Haberman B., 2011, P ITICSE 2011, P378
[10]  
Hubwieser P., 2014, P 9 WORKSHOP PRIMARY, P128, DOI DOI 10.1145/2670757.2670759