Rasch Model for Validation a User Acceptance Instrument for Evaluating E-learning System

Authors

  • Taufiq Rachman Indonesia Prima University
  • Darmawan Baginda Napitupulu Indonesian Institute of Sciences

DOI:

https://doi.org/10.21512/commit.v11i1.2042

Keywords:

Rasch model, e-learning system, tech-nology acceptance model

Abstract

Advances in science and technology, especially Information and Communication Technology (ICT), has great impacts on the present education management.
It allows the development of the e-learning system to facilitate the teaching and learning processes. As a result, many modern universities have developed and utilized the system. For that reason, there is a great need to develop an instrument in which the elearning management system can be evaluated from various aspects such as the system performance, user acceptance, and utilization. The level of the user acceptance is the central focus of this study, known to be strongly related to the level of utilization, and is widely studied by using the famous framework of Davis’ Technology Acceptance Model (TAM). The framework is also adopted in the current study and the required data to analyze quantitatively the model are selectively obtained from a sample of 73 respondents. The validity and reliability of the data are evaluated by using the Rasch model. The results suggest that the all 16 items in the questionnaire are valid and reliable to measure the acceptance of thee-learning system.

Dimensions

Plum Analytics

Author Biographies

Taufiq Rachman, Indonesia Prima University

Faculty of Economic

Darmawan Baginda Napitupulu, Indonesian Institute of Sciences

Research Center for Quality System and Testing Technology

References

E. Sutanta, “Konsep dan implementasi e-learning (studi kasus pengembangan e-learning di sma n 1 sentolo yogyakarta),” JURNA DASI, vol. 11, no. 4, pp. 72–84, 2010.

M. J. Rosenberg, E-learning: Strategies for deliv-ering knowledge in the digital age. McGraw-Hill New York, 2001, vol. 9.

S. Farhad, Distance Education: An Introduction. Saba & Associates, 2001.

H. Ali, “A comparison of cooperative learning and traditional lecture methods in the project management department of a tertiary level in-stitution in trinidad and tobago,” The Caribbean Teaching Scholar, vol. 1, no. 1, pp. 49–64, 2011.

D. B. Napitupulu, “Evaluasi kualitas website uni-versitas xyz dengan pendekatan webqual [evalu-ation of xyz university website quality based on webqual approach],” Buletin Pos dan Telekomu-nikasi, vol. 14, no. 1, pp. 51–64, 2016.

F. D. Davis, “Perceived usefulness, perceived ease of use, and user acceptance of information technology,” MIS quarterly, pp. 319–340, 1989.

W. Hong, J. Y. Thong, and K.-Y. T. Wai-Man Wong, “Determinants of user acceptance of digital libraries: an empirical examination of individual differences and system characteristics,” Journal of Management Information Systems, vol. 18, no. 3, pp. 97–124, 2002.

W. H. Delone and E. R. McLean, “The delone and mclean model of information systems success: aten-year update,” Journal of management infor-mation systems, vol. 19, no. 4, pp. 9–30, 2003.

S. N. Razali, F. Shahbodin, M. H. Ahmad, and H. A. M. Nor, “Measuring validity and reliability of perception of online collaborative learning questionnaire using rasch model,” International Journal on Advanced Science, Engineering and Information Technology, vol. 6, no. 6, 2016.

R. M. Yasin, F. A. N. Yunus, R. C. Rus, A. Ah-mad, and M. B. Rahim, “Validity and reliabil-ity learning transfer item using rasch measure-ment model,” Procedia-Social and Behavioral Sciences, vol. 204, pp. 212–217, 2015.

D. R. Cooper, P. S. Schindler, and J. Sun, Busi-ness research methods. McGraw-Hill/Irwin New York, NY, 2003.

G. A. Johanson and G. P. Brooks, “Initial scale development: sample size for pilot studies,” Edu-cational and Psychological Measurement, vol. 70, no. 3, pp. 394–400, 2010.

J. M. Linacre, User’s guide to Winsteps Ministep Rasch-Model Computer Programs. Chicago, Illinois: MESA Press, 2007.

J. W. Creswell, “Mixed methods designs,” Ed-ucational research: Planning, conducting, and evaluating quantitative and qualitative research, pp. 509–529, 2005.

C. L. Kimberlin and A. G. Winterstein, “Validity and reliability of measurement instruments used in research,” Am J Health Syst Pharm, vol. 65, no. 23, pp. 2276–84, 2008.

N. M. Hanafi, A. Ab Rahman, M. I. Mukhtar, J. Ahmad, and S. Warman, “Validity and reli-ability of competency assessment implementa-tion (cai) instrument using rasch model,” World Academy of Science, Engineering and Technol-ogy, International Journal of Social, Behavioral, Educational, Economic, Business and Industrial Engineering, vol. 8, no. 1, pp. 162–167, 2014.

T. G. Bond and C. M. Fox, Applying the Rasch model: Fundamental measurement in the human sciences. Psychology Press, 2013.

S. R. Ariffin, B. Omar, A. Isa, and S. Sharif, “Va-lidity and reliability multiple intelligent item us-ing rasch measurement model,” Procedia-Social and Behavioral Sciences, vol. 9, pp. 729–733, 2010.

M. K. M. Jailani, “Manual pengenalan penguku-ran rasch & winsteps,” Pengukuran dan Penilaian dalam Pendidikan, 2011, fakulti Pendidikan Uni-versiti Kebangsaan Malaysia.

B. Sumintono and W. Widhiarso, Aplikasi model Rasch untuk penelitian ilmu-ilmu sosial. Trim Komunikata Publishing House, 2014.

H. Y. Chong. (2013) A simple guide to the item response theory (irt) and rasch modelling. [Online]. Available: http://www.creative-wisdom. com.

K. A. Al-Busaidi and H. Al-Shihi, “Instructors’ acceptance of learning management systems: A theoretical framework,” Communications of the IBIMA, vol. 2010, p. 2010, 2010.

Q. Ma and L. Liu, “The technology acceptance model: A meta-analysis of empirical findings,” Journal of Organizational and End User Com-puting (JOEUC), vol. 16, no. 1, pp. 59–72, 2004.

J.-W. Moon and Y.-G. Kim, “Extending the tam for a world-wide-web context,” Information & management, vol. 38, no. 4, pp. 217–230, 2001.

D. Kim and H. Chang, “Key functional char-acteristics in designing and operating health in-formation websites for user satisfaction: An ap-plication of the extended technology acceptance model,” International journal of medical infor-matics, vol. 76, no. 11, pp. 790–800, 2007.

S. Dasgupta, M. Granger, and N. McGarry, “User acceptance of e-collaboration technology: an ex-tension of the technology acceptance model,” Group Decision and Negotiation, vol. 11, no. 2, pp. 87–100, 2002.

S. Al-Gahtani, “The applicability of tam outside north america: An empirical test in the united kingdom,” Information Resources Management Journal, vol. 14, no. 3, p. 37, 2001.

J. F. Pallant and A. Tennant, “An introduction to the rasch measurement model: an example using the hospital anxiety and depression scale (hads),” British Journal of Clinical Psychology, vol. 46, no. 1, pp. 1–18, 2007.

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Published

2017-08-01
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