Information Quality Framework for e-Learning Systems

Information quality frameworks are developed to measure the quality of information systems, generally from the designers’ viewpoint. The recent proliferation of e-services and e-learning particularly raises the need for a new quality framework in the context of e-learning systems. This paper proposes a new information quality framework, with 14 information quality attributes grouped in three quality dimensions: intrinsic, contextual representation and accessibility. This framework could be useful to e-learning systems designers, providers and users as it provides a comprehensive indication of the quality of information in such systems. We report results based on original questionnaire data and factor analysis supporting our conclusions.

[1]  Ming Chou Liu A systematic web-course development process: User-centered requirements , 2001 .

[2]  K. Silius,et al.  What is the Added Value of Web-based Learning and Teaching? The Case of Tampere University of Technology , 2004 .

[3]  M. Porter Towards a dynamic theory of strategy , 1991 .

[4]  Jukka Huhtamäki,et al.  Catalysing the Development of a Conference Workspace , 2009, HCI.

[5]  Tiziana Catarci,et al.  Managing Data Quality in Cooperative Information Systems , 2002, OTM.

[6]  Howard B. Lee,et al.  A First Course in Factor Analysis 2nd Ed , 1973 .

[7]  Sigmar-Olaf Tergan,et al.  Checklists for the Evaluation of Educational Software: Critical Review and Prospects. , 1998 .

[8]  Adenekan Dedeke,et al.  A Conceptual Framework for Developing Quality Measures for Information Systems , 2000, IQ.

[9]  John P. Robinson,et al.  Measures Of Personality And Social Psychological Attitudes , 1991 .

[10]  Gilbert A. Churchill A Paradigm for Developing Better Measures of Marketing Constructs , 1979 .

[11]  Da Ruan,et al.  Evaluating e‐learning web site quality in a fuzzy environment , 2007, Int. J. Intell. Syst..

[12]  L. Cronbach Coefficient alpha and the internal structure of tests , 1951 .

[13]  Susan Gauch,et al.  Incorporating quality metrics in centralized/distributed information retrieval on the World Wide Web , 2000, SIGIR '00.

[14]  B. Haig Grounded Theory as Scientific Method , 2006 .

[15]  Peter Mayr,et al.  Competing in the e-learning environment-strategies for universities , 2002, Proceedings of the 35th Annual Hawaii International Conference on System Sciences.

[16]  Tim O'Reilly,et al.  What is Web 2.0: Design Patterns and Business Models for the Next Generation of Software , 2007 .

[17]  J. P. Peter Reliability: A Review of Psychometric Basics and Recent Marketing Practices , 1979 .

[18]  Ying Chen,et al.  Query processing with quality control in the World Wide Web , 1998, World Wide Web.

[19]  Morten Flate Paulsen,et al.  Online Education Systems: Discussion and Definition of Terms , 2002 .

[20]  D. Knoke,et al.  Social Network Analysis: Second Edition , 2008 .

[21]  Peter Albion,et al.  Multimedia: , 2020, 'Komt pelgrims, komt hier'.

[22]  Diane M. Strong,et al.  Beyond Accuracy: What Data Quality Means to Data Consumers , 1996, J. Manag. Inf. Syst..

[23]  A. Field Discovering statistics using SPSS for Windows. , 2000 .

[24]  Prashant C. Palvia,et al.  Developing and validating an instrument for measuring user-perceived web quality , 2002, Inf. Manag..

[25]  Yannis Psaromiligkos,et al.  Re-Evaluating the Effectiveness of a Web-based Learning System: A Comparative Case Study , 2003 .

[26]  Julie F. Pallant,et al.  SPSS Survival Manual , 2020 .

[27]  Les Gasser,et al.  A framework for information quality assessment , 2007, J. Assoc. Inf. Sci. Technol..

[28]  E. Rogers New Product Adoption and Diffusion , 1976 .

[29]  Xinwang Liu,et al.  Ranking fuzzy numbers with preference weighting function expectations , 2005 .

[30]  Michael Gertz,et al.  Managing Data Quality and Integrity in Federated Databases , 1998, IICIS.

[31]  Martin J. Eppler,et al.  Measuring Information Quality in the Web Context: A Survey of State-of-the-Art Instruments and an Application Methodology , 2002, ICIQ.

[32]  Geoffrey Crisp A model for the implementation and sustainability of a course management system in a research university , 2002, ASCILITE.

[33]  Matthias Jarke,et al.  Dwq : Esprit Long Term Research Project, No 22469 Data Warehouse Quality: a Review of the Dwq Project , 2022 .

[34]  Thomas Redman,et al.  Data quality for the information age , 1996 .

[35]  Anne Morris,et al.  Web Wisdom: How to Evaluate and Create Information Quality on the Web , 2000 .

[36]  Keng Siau,et al.  Measuring information quality of web sites: development of an instrument , 1999, ICIS.

[37]  Barbara D. Klein WHEN DO USERS DETECT INFORMATION QUALITY PROBLEMS ON THE WORLD WIDE WEB , 2002 .

[38]  Marsha Ann Tate,et al.  Web Wisdom: How To Evaluate and Create Information Quality on the Web , 1999 .

[39]  Joseph Moses Juran,et al.  Quality-control handbook , 1951 .

[40]  Jenny Preece,et al.  Online Communities: Designing Usability and Supporting Sociability , 2000 .

[41]  Jakob Nielsen,et al.  Usability engineering , 1997, The Computer Science and Engineering Handbook.

[42]  Bob Regan,et al.  Web Design for Accessibility: Policies and Practice , 2002 .

[43]  Barry Wellman Designing the Internet for a Networked Society: Little Boxes, Glocalization, and Networked Individualism , 2002 .

[44]  U. Sekaran,et al.  Research Methods for Business : A Skill Building Approach (5th Edition) , 1992 .

[45]  Diane M. Strong,et al.  Information quality benchmarks: product and service performance , 2002, CACM.

[46]  P. R. H. Hendriks,et al.  Specifying software quality with the extended ISO model , 1996, Software Quality Journal.

[47]  Starr Roxanne Hiltz,et al.  Studies of ALN: an empirical assessment , 2001, Proceedings of the 34th Annual Hawaii International Conference on System Sciences.

[48]  Sheryl Burgstahler Distance Learning: Universal Design, Universal Access , 2002 .

[49]  G. Hutcheson The Multivariate Social Scientist , 1999 .

[50]  Danah Boyd,et al.  Social Network Sites: Definition, History, and Scholarship , 2007, J. Comput. Mediat. Commun..

[51]  Hareton K. N. Leung,et al.  Quality metrics for intranet applications , 2001, Inf. Manag..

[52]  John P. Robinson,et al.  CHAPTER 1 – Criteria for Scale Selection and Evaluation , 1991 .

[53]  Linda C. Smith,et al.  A framework for information quality assessment , 2007 .

[54]  Stanley Wasserman,et al.  Social Network Analysis: Methods and Applications , 1994 .

[55]  Tiziana Catarci,et al.  Trusting Data Quality in Cooperative Information Systems , 2002, OTM.

[56]  Kirsi Silius,et al.  Variety of Quality Experiences on Web-Based Courses , 2007, Seventh IEEE International Conference on Advanced Learning Technologies (ICALT 2007).