Exploring the Contingent Role of Effort Expectancy on Online Purchase Intention in E-commerce Application

Lydia Ery Octalina, A. Rahimah, Z. Arifin
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Abstract

Objective: This study examines the influence of hedonic and utilitarian values on perceived benefits and their impact on purchase intention by using effort expectancy as a moderating variable. Design/Methods/Approach: This study adopts a quantitative approach by employing a non-probability sampling technique to collect a sample of 175 respondents who had used the Shopee application in Malang. The data was analyzed using SmartPLS through the measurement model test (outer model) and structural model test. Findings: The results show that hedonic value and utilitarian value have a positive and significant effect on perceived benefit, hedonic value and utilitarian value have a positive and significant impact on purchase intention, and perceived benefit has a positive and significant effect on purchase intention. However, effort expectancy does not have a significant role in moderating the relationships. Originality/Value: The limited extant literature only addresses a simple direct–effect relationship between effort expectancy toward behavioral intention and use behavior. Drawing on the Unified Theory of Acceptance and Use, this research provides deep insight through position effort expectance as the moderation role. Also, this study elaborates on the effect of utilitarian and hedonic values on perceived benefit. In turn, this framework also explored the influence of perceived benefit on consumer intention to purchase in electronic commerce, further advancing an understanding of this dynamic subject matter. Practical/Policy Implications: The study contributes to the existing knowledge of managerial practice by pointing out the importance of effort expectancy, which shapes the consumer's perceived benefit, and illustrating its impact in the case of purchasing intention in an e-commerce application. E-commerce companies can enhance the customer experience when accessing applications to invigorate purchase intention. E-commerce companies need to maintain their performance in terms of app ease of use and provide innovations by providing more user benefits, thereby creating loyal customers. Eventually, the company should keep earning society's trust as reliable e-commerce that meets the needs of today's digital era. 
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在电子商务应用中,努力预期对在线购买意愿的偶然性作用探讨
目的:本研究以努力期望为调节变量,考察享乐主义价值观和功利主义价值观对感知利益的影响及其对购买意愿的影响。设计/方法/途径:本研究采用定量方法,采用非概率抽样技术,收集了在玛琅使用Shopee应用程序的175名受访者的样本。通过测量模型检验(外模型)和结构模型检验,采用SmartPLS对数据进行分析。结果发现:享乐价值和功利价值对感知利益有正向显著影响,享乐价值和功利价值对购买意愿有正向显著影响,感知利益对购买意愿有正向显著影响。然而,努力预期在调节关系中没有显著的作用。原创性/价值:有限的现有文献只讨论了行为意图的努力期望与使用行为之间的简单直接影响关系。本研究以接受与使用统一理论为基础,通过职位努力期望的调节作用提供了深入的见解。此外,本研究还详细阐述了功利价值观和享乐价值观对感知利益的影响。反过来,该框架还探讨了感知利益对电子商务中消费者购买意愿的影响,进一步促进了对这一动态主题的理解。实践/政策意义:该研究通过指出努力预期的重要性,对现有的管理实践知识做出了贡献,努力预期塑造了消费者的感知利益,并说明了其在电子商务应用中购买意愿的影响。电子商务公司可以在访问应用程序时增强客户体验,以激发购买意愿。电商公司需要在app易用性方面保持自己的表现,通过提供更多的用户利益来进行创新,从而创造忠诚的客户。最终,该公司应该继续赢得社会的信任,成为可靠的电子商务,满足当今数字时代的需求。
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