Using DDF in a Post Hoc Analysis to Understand Sources of DIF

REFERENCES

• Agresti , A. 1996 . An introduction to categorical data analysis New York : Wiley & Sons. .
   Google Scholar
• Banks , K. 2006 . A comprehensive framework for evaluating hypotheses about cultural bias in educational testing. . Applied Measurement in Education , 19 ( 2 ) : 115 – 132 .
   Web of Science ®Google Scholar
• Barton , K. E. and Huynh , H. 2003 . Patterns of errors made by students with disabilities on a reading test with oral reading administration. . Educational and Psychological Measurement , 63 : 602 – 614 .
   Google Scholar
• Bolt , D. M. , Cohen , A. S. and Wollack , J. A. 2001 . A mixture item response model for multiple-choice data. . Journal of Educational and Behavioral Statistics , 26 ( 4 ) : 381 – 409 .
   Web of Science ®Google Scholar
• Bolt , D. and Stout , W. 1996 . Differential item functioning: Its multidimensional model and resulting sibtest detection procedure. . Behaviormetrika , 23 ( 1 ) : 67 – 95 .
   Google Scholar
• Boyton , M. 1950 . Inclusion of “none of these” makes spelling items more difficult. . Educational and Psychological Measurement , 10 : 431 – 432 .
   Google Scholar
• Clauser , B. E. and Mazor , K. M. 1998 . Using statistical procedures to identify differentially functioning test items. . Educational Measurement: Issues & Practice , 17 ( 1 ) : 31 – 44 .
   Google Scholar
• Dorans , N. J. , Schmitt , A. P. and Bleistein , C. A. 1992 . The standardization approach to assessing comprehensive differential item functioning. . Journal of Educational Measurement , 29 ( 4 ) : 309 – 319 .
   Google Scholar
• Douglas , J. A. , Roussos , L. A. and Stout , W. 1996 . Item-bundle DIF hypothesis testing: Identifying suspect bundles and assessing their differential functioning. . Journal of Educational Measurement , 33 ( 4 ) : 465 – 484 .
   Web of Science ®Google Scholar
• Dudycha , A. L. and Carpenter , J. B. 1973 . Effects of item format on item discrimination and difficulty. . Journal of Applied Psychology , 58 ( 1 ) : 116 – 121 .
   Google Scholar
• Forsyth , R. A. and Spratt , K. F. 1980 . Measuring problem solving ability in mathematics with multiple-choice items: The effect of item format on selected item and test characteristics. . Journal of Educational Measurement , 17 ( 1 ) : 31 – 43 .
   Google Scholar
• Frary , R. B. 1991 . The none-of-the-above option: An empirical study. . Applied Measurement in Education , 4 ( 2 ) : 115 – 124 .
   Google Scholar
• Gierl , M. J. and Bolt , D. M. 2001 . Illustrating the use of nonparametric regression to assess differential item and bundle functioning among multiple groups. . International Journal of Testing , 1 ( 3&4 ) : 249 – 270 .
   Google Scholar
• Green , B. F. , Crone , C. R. and Folk , V. G. 1989 . A method for studying differential distractor functioning. . Journal of Educational Measurement , 26 ( 2 ) : 147 – 160 .
   Google Scholar
• Haladyna , T. M. and Downing , S. M. 1989a . A taxonomy of multiple-choice item-writing rules. . Applied Measurement in Education , 2 ( 1 ) : 37 – 50 .
   Google Scholar
• Haladyna , T. M. and Downing , S. M. 1989b . Validity of a taxonomy of multiple-choice item-writing rules. . Applied Measurement in Education , 2 ( 1 ) : 51 – 78 .
   Google Scholar
• Harasym , P. H. , Leong , E. J. , Violato , C. , Brant , R. and Lorscheider , F. L. 1998 . Cuing effect of “all of the above” on the reliability and validity of multiple-choice test items. . Evaluation and the Health Professions , 21 : 120 – 133 .
   PubMed Web of Science ®Google Scholar
• Holland , P. W. and Thayer , D. T. 1988 . “ Differential item functioning and the mantel-haenszel procedure. ” . In Test validity Edited by: Wainer , H. and Braun , H. I. 129 – 145 . Hillsdale, NJ : Erlbaum. .
   Google Scholar
• Holland , P. W. and Wainer , H. 1993 . Differential item functioning Hillsdale, NJ : Erlbaum. .
   Google Scholar
• Hughes , H. H. and Trimble , W. E. 1965 . The use of complex alternatives in multiple choice items. . Educational and Psychological Measurement , 25 ( 1 ) : 117 – 126 .
   Google Scholar
• Husang , Y-M. , Trevisan , M. and Storfer , A. 2007 . The impact of the “all-of-the-above” option on student ability on multiple choice tests. . International Journal for the Scholarship of Teaching and Learning , 1 ( 2 ) : 1 – 13 .
   Google Scholar
• Jiang , H. and Stout , W. 1998 . Improved type I error control and reduced estimation bias for dif detection using sibtest. . Journal of Educational and Behavioral Statistics , 23 ( 4 ) : 291 – 322 .
   Web of Science ®Google Scholar
• Levine , M. V. and Drasgow , F. 1983 . The relation between incorrect option choice and estimated proficiency. . Educational and Psychological Measurement , 43 : 675 – 685 .
   Web of Science ®Google Scholar
• Love , T. E. 1997 . Distractor selection ratios. . Psychometrika , 62 ( 1 ) : 51 – 62 .
   Google Scholar
• Meyer , P. J. and Wise , S. L. 2006 . Including item response time in distractor analysis via multivariate kernel smoothing. Paper presented at the 2006 meeting of the National Council on Measurement in Education, San Francisco, CA.
   Google Scholar
• Mueller , D. J. 1975 . An assessment of the effectiveness of complex alternatives in multiple choice achievement test items. . Educational and Psychological Measurement , 35 : 135 – 141 .
   Google Scholar
• Oosterhof , A. C. and Coats , P. K. 1984 . Comparison of difficulties and reliabilities of quantitative word problems in completion and multiple-choice item forms. . Applied Psychological Measurement , 8 ( 3 ) : 287 – 294 .
   Google Scholar
• Rimland , B. 1960 . The effects of varying time limits and of using “right answer not given” in experimental forms of the U. S. navy arithmetic test . Educational and Psychological Measurement , 20 ( 3 ) : 533 – 539 .
   Google Scholar
• Roussos , L. A. and Stout , W. F. 1996 . Simulation studies of the effects of small sample size and studied item parameters on sibtest and mantel-haenszel type I error performance. . Journal of Educational Measurement , 33 ( 2 ) : 215 – 230 .
   Web of Science ®Google Scholar
• Schmitt , A. P. and Dorans , N. J. 1990 . Differential item functioning for minority examinees on the sat. . Journal of Educational Measurement , 27 ( 1 ) : 67 – 81 .
   Web of Science ®Google Scholar
• Shealy , R. and Stout , W. 1993 . A model-based standardization approach that separates true bias/dif from group ability differences and detects test bias/dtf as well as item bias/dif. . Psychometrika , 58 ( 2 ) : 159 – 194 .
   Web of Science ®Google Scholar
• Stout , W. and Roussos , L. 1995 . SIBTEST manual Champaign : University of Illinois, Department of Statistics, Statistical Laboratory for Educational and Psychological Measurement. .
   Google Scholar
• Swaminathan , H. and Rogers , H. J. 1990 . Detecting differential item functioning using logistic regression procedures. . Journal of Educational Measurement , 27 ( 4 ) : 361 – 370 .
   Web of Science ®Google Scholar
• Thissen , D. and Steinberg , L. 1984 . A response model for multiple-choice items. . Psychometrika , 49 : 501 – 519 .
   Web of Science ®Google Scholar
• Thissen , D. , Steinberg , L. and Fitzpatrick , A. R. 1989 . Multiple-choice models: The distractors are also part of the item. . Journal of Educational Measurement , 26 ( 2 ) : 11 – 176 .
   Google Scholar
• Tripp , A. and Tollefson , N. 1985 . Are complex alternatives more difficult and more discriminating than conventional multiple-choice options?. . Journal of Nursing Education , 24 : 92 – 98 .
   Google Scholar
• Veale , J. R. and Foreman , D. I. 1983 . Assessing cultural bias using foil response data: Cultural variation. . Journal of Educational Measurement , 20 ( 3 ) : 249 – 258 .
   Google Scholar
• Wesman , A. G. and Bennett , G. K. 1946 . The use of “none of these” as an option in test construction. . The Journal of Educational Psychology , 37 : 541 – 549 .
   PubMedGoogle Scholar
• Westers , P. and Kelderman , H. 1991 . Examining differential item functioning to item difficulty and alternative attractiveness. . Psychometrika , 57 ( 1 ) : 107 – 118 .
   Google Scholar
• Williamson , M. L. and Hopkins , K. D. 1967 . The use of “none-of-these” versus homogeneous alternatives on multiple-choice tests: Experimental reliability and validity comparisons. . Journal of Educational Measurement , 4 ( 2 ) : 53 – 58 .
   Google Scholar