Service Modularity in E-Learning Programs: an Analysis From the Perceived Usefulness Perspective
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Date
2022
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Emerald Group Publishing Ltd
Open Access Color
HYBRID
Green Open Access
Yes
OpenAIRE Downloads
OpenAIRE Views
Publicly Funded
No
Abstract
Purpose This study investigates the effects of service modularity on the perceived usefulness (PU) of e-learning programs through the perceived ease of use (PEoU) and service customization. Design/methodology/approach Structural equation modeling was used to test four hypotheses with survey data from 517 undergraduates in Turkey. Findings Results show that service modularity affects the PU of e-learning programs through the PEoU. Service customization negatively moderates the effect of service modularity on the PEoU, but positively moderates the effect of the PEoU on the PU of e-learning programs. Practical implications This study offers insights that support the decisions of policymakers and higher education institutions on how to design appealing e-learning programs cost-effectively. Social implications This study reveals the determinants of the PU of e-learning, which could support the democratization of access to higher education in emerging countries where barriers to higher education are relatively greater than in developed countries. Originality/value The concept of service modularity is explored in the e-learning context from the students' perspective. This study shows that the standardized interfaces across course modules increase the PU of e-learning programs by improving the ease of use. It also shows, interestingly, that service customization, enabled by modularity, is not always appreciated by service consumers, because of the potential extra effort demanded in communicating their unique needs to service providers.
Description
Keywords
Service modularity, e-learning, Perceived usefulness, Higher education, Emerging country, Technology Acceptance Model, Mass Customization, User Acceptance, Information-Technology, Operations Management, Higher-Education, Quality, Perceptions, Customer, Standardization, Service modularity, Perceived usefulness, Emerging country, Higher education, Percieved usefulness, E-learning
Fields of Science
0502 economics and business, 05 social sciences
Citation
WoS Q
Q1
Scopus Q
Q1

OpenCitations Citation Count
6
Source
Internatıonal Journal of Operatıons & Productıon Management
Volume
42
Issue
5
Start Page
637
End Page
660
PlumX Metrics
Citations
CrossRef : 7
Scopus : 12
Captures
Mendeley Readers : 54
SCOPUS™ Citations
12
checked on Mar 20, 2026
Web of Science™ Citations
10
checked on Mar 20, 2026
Page Views
2
checked on Mar 20, 2026
Downloads
14
checked on Mar 20, 2026
Google Scholar™

OpenAlex FWCI
2.8747
Sustainable Development Goals
4
QUALITY EDUCATION

8
DECENT WORK AND ECONOMIC GROWTH

9
INDUSTRY, INNOVATION AND INFRASTRUCTURE


