{"title":"Applying Cognitive Theory to the Human Essay Rating Process","authors":"B. Finn, Burcu Arslan, M. Walsh","doi":"10.1080/08957347.2020.1750405","DOIUrl":null,"url":null,"abstract":"ABSTRACT To score an essay response, raters draw on previously trained skills and knowledge about the underlying rubric and score criterion. Cognitive processes such as remembering, forgetting, and skill decay likely influence rater performance. To investigate how forgetting influences scoring, we evaluated raters’ scoring accuracy on TOEFL and GRE essays. We used binomial linear mixed effect models to evaluate how the effect of various predictors such as time spent scoring each response and days between scoring sessions relate to scoring accuracy. Results suggest that for both nonoperational (i.e., calibration samples completed prior to a scoring session) and operational scoring (i.e., validity samples interspersed among actual student responses), the number of days in a scoring gap negatively affects performance. The findings, as well as other results from the models are discussed in the context of cognitive influences on knowledge and skill retention.","PeriodicalId":51609,"journal":{"name":"Applied Measurement in Education","volume":null,"pages":null},"PeriodicalIF":1.1000,"publicationDate":"2020-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/08957347.2020.1750405","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Measurement in Education","FirstCategoryId":"95","ListUrlMain":"https://doi.org/10.1080/08957347.2020.1750405","RegionNum":4,"RegionCategory":"教育学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
引用次数: 2
Abstract
ABSTRACT To score an essay response, raters draw on previously trained skills and knowledge about the underlying rubric and score criterion. Cognitive processes such as remembering, forgetting, and skill decay likely influence rater performance. To investigate how forgetting influences scoring, we evaluated raters’ scoring accuracy on TOEFL and GRE essays. We used binomial linear mixed effect models to evaluate how the effect of various predictors such as time spent scoring each response and days between scoring sessions relate to scoring accuracy. Results suggest that for both nonoperational (i.e., calibration samples completed prior to a scoring session) and operational scoring (i.e., validity samples interspersed among actual student responses), the number of days in a scoring gap negatively affects performance. The findings, as well as other results from the models are discussed in the context of cognitive influences on knowledge and skill retention.
期刊介绍:
Because interaction between the domains of research and application is critical to the evaluation and improvement of new educational measurement practices, Applied Measurement in Education" prime objective is to improve communication between academicians and practitioners. To help bridge the gap between theory and practice, articles in this journal describe original research studies, innovative strategies for solving educational measurement problems, and integrative reviews of current approaches to contemporary measurement issues. Peer Review Policy: All review papers in this journal have undergone editorial screening and peer review.