A Comparison of Several Statistical Methods for Examining Allegations of Copying

Bradley A. Hanson · Deborah J. Harris · Robert L. Brennan

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Academic integrity and plagiarism Authorship Attribution and Profiling Benford’s Law and Fraud Detection

Abstract

........ iii STATISTICAL METHODS 1 Methods Based on Direct Adjustment 3 Methods Based on Indirect Adjustment 3 Model Based Methods 4 METHOD 7 Data 8 Calculation of Statistics..* 8 Determination of False Positive Rates 10 Types of Copying .....12 Conditional False Positive Rates 14 RESULTS 16 DISCUSSION 19 Other Factors in Choosing a Method 21 The Use of Benchmark Data 23 Possible Limitations 24 Cautions ......25 CONCLUSIONS 26 References •...... 28 Tables 29 Figures 48

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1979Measuring the Appropriateness of Multiple-Choice Test Scores 1974The Development of Statistical Indices for Detecting Cheaters 1977Indices of Cheating on Multiple-Choice Tests

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2019The use of item scores and response times to detect examinees who may have benefited from item preknowledge 1998Detection of Answer Copying with Unknown Item and Trait Parameters 2015Detecting Test Tampering Using Item Response Theory 2003Comparison of Answer Copying Indices with Real Data 2018A New Person‐Fit Statistic for the Lognormal Model for Response Times 2006Detection, patterns, consequences, and remediation of electronic homework copying

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