Applying A User eXperience-based Adoption Model in Several App Idea Cases

Marcin Topolewski, Piotr Krawczyk, M. Pallot, J. Huotari
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Abstract

This paper presents an empirical study dedicated to the evaluation of User eXperience (UX) and its impact on potential adoption. This empirical study, which was carried out in Fall 2019, took place in the context of exploring the transferability of a previously validated mixed-methods survey instrument and the underlying formative UX model. Several app idea co-creation experiments were conducted in the context of an Innovation Management course where student teams had to co-create mobile app ideas. The resulting formative model was operationalized in the form of a mixed-methods bipolar survey instrument. Based on empirical evidence in the form of 328 responses from the same population of students participating in the eight distinct app idea co-creation experiments, the instantiated and refined UX model has met multiple criteria of reliability, validity, and goodness of fit. This study demonstrates that several UX facets, belonging to different dimensions, directly influence the anticipated UX satisfaction and the related degree of adoption. In particular, the high value of the coefficient of determination R2 = 0.707 shows, that almost 71% of the variability of Intention-to-Adopt is explained by User-Experience. The study provides early-stage evidence of possible transferability of the UX-based adoption model in evaluation of both the UX satisfaction and its impact on the adoption of any product, service or bundle idea in either concept, prototype or ready-to-market stage of the New Product Development cycle.
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在几个应用创意案例中应用基于用户体验的采用模型
本文提出了一项实证研究,致力于评估用户体验(UX)及其对潜在采用的影响。这项实证研究于2019年秋季进行,是在探索先前经过验证的混合方法调查工具和潜在形成性用户体验模型的可转移性的背景下进行的。在创新管理课程的背景下进行了几个应用创意共同创造实验,学生团队必须共同创造手机应用创意。由此产生的形成模型以混合方法双极调查仪器的形式进行操作。根据参与8个不同的应用创意共同创造实验的同一群学生的328个回应形式的经验证据,实例化和改进的UX模型满足了可靠性,有效性和拟合优度的多个标准。本研究表明,用户体验的几个方面,属于不同的维度,直接影响预期的用户体验满意度和相关的采用程度。特别是,决定系数R2 = 0.707的高值表明,几乎71%的采用意图可变性是由用户体验解释的。该研究提供了早期阶段的证据,证明基于用户体验的采用模型在评估用户体验满意度及其对新产品开发周期的概念、原型或准备上市阶段的任何产品、服务或捆绑想法的采用的影响方面可能具有可转移性。
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