{"title":"Quantitative Analysis of Users’ Agreement on Open Educational Resources Quality Inside Repositories","authors":"Mayara Sousa Stein;Cristian Cechinel;Vinicius Faria Culmant Ramos","doi":"10.1109/RITA.2023.3250446","DOIUrl":null,"url":null,"abstract":"Quality assessment inside learning object repositories is normally performed by the community of users that share interest and rate the same resources. At the same time, this strategy is largely disseminated in the most known repositories. In addition, the final presentation of the overall quality of the resources is normally restricted to the average rating given by the community, thus, hiding the internal distribution of the ratings and the characteristics of the users involved in the evaluation process. The present paper analyzes to which extent different raters tend to agree about the quality of the resources inside the Merlot repository. For that, data were collected from the repository and calculated the Intra-Class Correlation coefficient for 102 pairs of evaluators, as well as the Spearman correlation among the average ratings of a given resource by evaluators coming from the same categories of disciplines. Results point out a high concentration of poor agreement between raters (75% to 85% of the pairs of raters tended to disagree), and no correlation among the average ratings of the resources from the different disciplines. Based on these findings, the authors suggest improvements to the repository interface better presenting the overall quality of the resources.","PeriodicalId":1,"journal":{"name":"Accounts of Chemical Research","volume":null,"pages":null},"PeriodicalIF":16.4000,"publicationDate":"2023-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Accounts of Chemical Research","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/10056317/","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 1
Abstract
Quality assessment inside learning object repositories is normally performed by the community of users that share interest and rate the same resources. At the same time, this strategy is largely disseminated in the most known repositories. In addition, the final presentation of the overall quality of the resources is normally restricted to the average rating given by the community, thus, hiding the internal distribution of the ratings and the characteristics of the users involved in the evaluation process. The present paper analyzes to which extent different raters tend to agree about the quality of the resources inside the Merlot repository. For that, data were collected from the repository and calculated the Intra-Class Correlation coefficient for 102 pairs of evaluators, as well as the Spearman correlation among the average ratings of a given resource by evaluators coming from the same categories of disciplines. Results point out a high concentration of poor agreement between raters (75% to 85% of the pairs of raters tended to disagree), and no correlation among the average ratings of the resources from the different disciplines. Based on these findings, the authors suggest improvements to the repository interface better presenting the overall quality of the resources.
期刊介绍:
Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance.
Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.