Double-scoring constructed-response items is a common but costly practice in mixed-format assessments. This study explored the impacts of Targeted Double-Scoring (TDS) and random double-scoring procedures on the quality of psychometric outcomes, including student achievement estimates, person fit, and student classifications under various…

For some students, standardized tests serve as a conduit to disclose sensitive issues of harm or distress that may otherwise go unreported. By detecting this writing, known as "crisis papers," testing programs have a unique opportunity to assist in mitigating the risk of harm to these students. The use of machine learning to…

A framework for evaluation and use of automated scoring of constructed-response tasks is provided that entails both evaluation of automated scoring as well as guidelines for implementation and maintenance in the context of constantly evolving technologies. Consideration of validity issues and challenges associated with automated scoring are…

Hundreds of thousands of raters are recruited internationally to score examinations, but little research has been conducted on the selection criteria for these raters. Many countries insist upon teaching experience as a selection criterion and this has frequently become embedded in the cultural expectations surrounding the tests. Shortages in…

Student responses to a large number of constructed response items in three Math and three Reading tests were scored on two occasions using three ways of assigning raters: single reader scoring, a different reader for each response (item-specific), and three readers each scoring a rater item block (RIB) containing approximately one-third of a…

Generalizability of performance-based assessment scores across raters and tasks is examined, focusing on implications of generalizability analyses for specific uses and interpretations of assessment results. Although it seems probable that assessment conditions, task characteristics, and interactions with instructional experiences affect the…

Ways to use standard-setting data to adjust cutoff scores on examinations are reviewed. Ten sources of information to be used in determining standards are listed. The decision to modify passing scores should be based on these types of information and consideration of adverse impact or rating process irregularities. (SLD)

Possible sources of intrajudge inconsistency in standard setting are reviewed, and approaches are presented to improve the accuracy of rating. Procedures for providing judges with feedback through discussion or computerized communication are discussed. Monitoring and maintaining judges' consistency throughout the rating process are essential. (SLD)

An approach is presented to the definition of minimal competence for judges to use in standard setting. Panelists in standard setting must receive training to ensure that differences in rating result from differences in perceptions of item difficulty, not in differences of opinion about the definition of minimal competence. (SLD)

Issues concerning the selection of judges for standard setting are discussed. Determining the consistency of judges' recommendations, or their congruity with other expert recommendations, would help in selection. Enough judges must be chosen to allow estimation of recommendations by an entire population of judges. (SLD)

Training judges to generate item ratings in standard setting once the reference group has been defined is discussed. It is proposed that sensitivity to the factors that determine difficulty can be improved through training. Three criteria for determining when training is sufficient are offered. (SLD)