Students' Performance in Online Learning Environment: The Role of Task Technology Fit and Actual Usage of System During COVID-19

被引:18
作者
Butt, Sameera [1 ]
Mahmood, Asif [2 ]
Saleem, Saima [1 ]
Rashid, Tayyiba [3 ]
Ikram, Amir [4 ]
机构
[1] Univ Punjab, Inst Qual & Technol Management, Lahore, Pakistan
[2] Namal Inst, Dept Business Studies, Mianwali, Pakistan
[3] Univ Punjab, Dept Ind Engn & Management, Lahore, Pakistan
[4] Univ Engn & Technol, Inst Business & Management, Lahore, Pakistan
关键词
e-learning; overall quality; COVID-19; pandemic; task technology fit; students behavior; performance; INFORMATION-SYSTEMS; USER SATISFACTION; INDIVIDUAL-PERFORMANCE; BEHAVIORAL INTENTION; MOBILE COMMERCE; INTRANET USAGE; SUCCESS MODEL; MCLEAN MODEL; M-BANKING; ACCEPTANCE;
D O I
10.3389/fpsyg.2021.759227
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
The 2019 Pandemic has forced students to take online classes, increasing their stress levels and negatively impacting their academic performance. This issue urges the development of a mechanism to make online learning more effective in this nerve-racking time. Therefore, the present study has integrated the task technology fit (TTF) model and the DeLone and McLean Model of Information Systems Success (DMISM) to address the stated issue. The data were collected from 330 and 326 students of top-ranked public and private universities of Punjab, respectively. The theoretical framework was analyzed with the help of structural equation modeling (SEM) using Analysis of Moment Structures (AMOS). The findings indicate that overall quality positively predicts performance through the mediating role of user satisfaction and TTF. The overall quality also positively elevates performance through the mediating role of user satisfaction and actual usage of the system. Moreover, perceived usefulness proved to be a moderator between overall quality and user satisfaction. Finally, the expected practical and theoretical implications have also been discussed.
引用
收藏
页数:17
相关论文
共 102 条
[91]  
Tabachnick B.G., 2007, MULTIVARIAT STAT
[92]   Does culture influence m-banking use and individual performance? [J].
Tam, Carlos ;
Oliveira, Tiago .
INFORMATION & MANAGEMENT, 2019, 56 (03) :356-363
[93]   Understanding the impact of m-banking on individual performance: DeLone & McLean and TTF perspective [J].
Tam, Carlos ;
Oliveira, Tiago .
COMPUTERS IN HUMAN BEHAVIOR, 2016, 61 :233-244
[94]   Does peer assessment in on-line learning environments work? A systematic review of the literature [J].
Tenorio, Thyago ;
Bittencourt, Ig Ibert ;
Isotani, Seiji ;
Silva, Alan Pedro .
COMPUTERS IN HUMAN BEHAVIOR, 2016, 64 :94-107
[95]  
Thomas R., 2015, RES METHODS PHYS ACT
[96]   User acceptance of information technology: Toward a unified view [J].
Venkatesh, V ;
Morris, MG ;
Davis, GB ;
Davis, FD .
MIS QUARTERLY, 2003, 27 (03) :425-478
[97]   Online service quality and perceived value in mobile government success: An empirical study of mobile police in China [J].
Wang, Changlin ;
Teo, Thompson S. H. .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2020, 52
[98]   Assessing eGovernment systems success: A validation of the DeLone and McLean model of information systems success [J].
Wang, Yi-Shun ;
Liao, Yi-Wen .
GOVERNMENT INFORMATION QUARTERLY, 2008, 25 (04) :717-733
[99]   Continuance intention to use MOOCs: Integrating the technology acceptance model (TAM) and task technology fit (TTF) model [J].
Wu, Bing ;
Chen, Xiaohui .
COMPUTERS IN HUMAN BEHAVIOR, 2017, 67 :221-232
[100]   Factors influencing users' satisfaction and loyalty to digital libraries in Chinese universities [J].
Xu, Fang ;
Du, Jia Tina .
COMPUTERS IN HUMAN BEHAVIOR, 2018, 83 :64-72