Post-adoption modeling of advanced mobile service use

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Abstract

This study proposes a post-adoption model of advanced mobile services (AMS) emphasizing relationships between actual use and its antecedents: service ubiquity and experiential value. The study examines intrinsic and extrinsic motivational beliefs as mediators between service ubiquity and experiential value. The authors test the model on the basis of self-reported data from 603 AMS users in Australia. The results demonstrate that ease of use, enjoyment, and time convenience are full mediators between service ubiquity and experiential value. Further, experiential value drives the actual AMS use. However, customer satisfaction mediates this relationship. Business and leisure customers are found to be significantly different in their AMS use. More specifically, service ubiquity's influence on experiential value is significantly higher for leisure than business AMS users. Furthermore, experiential value's effect on customer satisfaction is significantly higher for business than for leisure customers.

Introduction

“The sky is the limit” appears to describe the current context for service delivery. Technological advances allow electronic delivery of many traditional services through various media, including self-service kiosks (e.g., ATM machines) and the internet (e.g., airline ticket purchase). Such technology-mediated services transpire with limited service provider intervention creating effective and efficient service delivery—often better than traditional service delivery involving physical contact with the service provider. Mobile telecommunication's rapid changes allow many companies to extend service delivery to mobile channels, offering services which customers can access through their mobile devices (Dholakia & Dholakia, 2004). Continuously accessible, such services potentially will permeate and support daily activities, especially in today's time-deprived environment.

This study focuses on ubiquitous mobile services, known as advanced mobile services (AMS), widely available in the marketplace. AMS are any services beyond voice calls and short messaging services, accessible from mobile devices, enabling customers to communicate with other parties, seek pleasure, perform transactions, and obtain information (Varshney & Vetter, 2002). These services include mobile e-mail, mobile chat, mobile games, mobile TV, and mobile banking, among others. Mobile service providers seem optimistic about customer acceptance and future development of AMS. However, market analysis indicates that the actual use is still far from reaching market potential (Constantiou, 2009). This situation represents a paradox. On one hand, customers undoubtedly feel strong attachment to their mobile devices (Wilska, 2003). They have full control of selecting service type and deciding when and where to use the services. On the other hand, these sophisticated services have a low penetration rate. Consequently, investigating the underlying drivers of actual AMS use is crucial for service providers to better formulate their service marketing strategy and to devise specifically tailored marketing strategies to convert non-adopters to adopters. Furthermore, such investigation can provide insights into factors that service providers might leverage to promote effective and ongoing AMS use.

This study extends research exploring customer intention to use AMS (Lu et al., 2008, Mallat et al., 2009) by examining how customers' actual experience with such service consumption shapes their usage behavior. More specifically, this study's purpose is to develop a conceptual framework of AMS use in the post-adoption context. The proposed framework considers service ubiquity's role in enhancing customers' experiential value by exploring intrinsic and extrinsic motivations of such service consumption. Previous researchers treat the influencing factors of mobile service adoption separately; however, this investigation asserts that intrinsic and extrinsic service use motivations occur simultaneously and require concurrent evaluation. This study examines the influence of experiential value and customer satisfaction on actual service use as well as how business and leisure customers use AMS differently.

Section snippets

Theoretical background

Fig. 1 presents the study's conceptual framework, showing the hypothesized relationships between the constructs. Mobile services are more attractive than current online services due to service ubiquity, a unique characteristic exclusive to the mobile environment (Figge, 2004). This critical service attribute essentially allows customers to use AMS anytime and anywhere, offering businesses greater access to their customers. Consequently, the experiential value encountered by customers when using

Data collection procedure and sample characteristics

The data for this study came from an online panel of Australian customers. As the study focuses on the use of AMS in the post-adoption context, only those who had been using AMS for at least six months and were still using these services, were eligible to complete the questionnaire. Six months of use seems sufficient time to familiarize customers with mobile service applications and consequently to actualize their use motivations. Panel members provided 603 usable responses, of which 50.4% were

Test of measurement model

Development of a measurement model of the constructs preceded testing of the hypotheses, and confirmatory factor analysis assessed the psychometric properties of the measures. We utilized AMOS 17.0 and the maximum likelihood approach was chosen as the model estimation method. Running the model led to exclusion from further analysis of two items with a low loading on their factors. All fit indices fall within the recommended values: χ2(384) = 764.23, p < 0.001; GFI = .92; AGFI = .91; CFI = .96; TLI = .95

Discussion

This study develops a conceptual framework that improves the understanding of antecedents and the drivers of actual use of AMS. The proposed model extends current research in related areas in two ways.

First, the study investigates service ubiquity and examines its effect on actual service use through motivational usage beliefs, experiential value, and customer satisfaction. Second, unlike current studies, which generally interpret the effect of relevant influencing factors on individual

Limitations and future research

Despite the findings and contributions of this study, some limitations apply. First, sample respondents constituted a convenience sample, a factor that may restrict the generalizability of the findings. A related aspect is that the sample came from a single country, which implies that replication in a cross-national setting might be useful. Second, this study assumes that AMS in general have both extrinsic and intrinsic elements, and does not differentiate between various types of AMS.

References (48)

  • M.K.O. Lee et al.

    Acceptance of Internet-based learning medium: the role of extrinsic and intrinsic motivation

    Inf Manage

    (2005)
  • H.-H. Lin et al.

    An examination of the determinants of customer loyalty in mobile commerce contexts

    Info Manage

    (2006)
  • C. Lopez-Nicolas et al.

    An assessment of advanced mobile services acceptance: contributions from TAM and diffusion theory models

    Info Manage

    (2008)
  • J. Lu et al.

    Determinants of accepting wireless mobile data services in China

    Info Manage

    (2008)
  • N. Mallat et al.

    The impact of use context on mobile services acceptance: the case of mobile ticketing

    Info Manage

    (2009)
  • C. Mathwick et al.

    Experiential value: conceptualization, measurement, and application in the catalog and internet shopping environments

    J Retailing

    (2001)
  • K.A. Saeed et al.

    Examining the effects of information system characteristics and perceived usefulness on post adoption usage of information systems

    Info Manage

    (2008)
  • J.-J. Wu et al.

    Trust factors influencing virtual community members: a study of transaction communities

    J Bus Res

    (2010)
  • I. Ajzen et al.

    Predicting and understanding consumer behavior: attitude–behavior correspondence

  • L. Andrews et al.

    Gendered perceptions of experiential value in using web-based retail channels

    Eur J Mark

    (2007)
  • B.J. Babin et al.

    International students travel behavior: a model of the travel-related consumer/dissatisfaction process

    J Travel and Tourism Mark

    (2001)
  • B.J. Babin et al.

    Work and/or fun: measuring hedonic and utilitarian shopping value

    J Consum Res

    (1994)
  • A. Bhattacherjee

    Understanding information systems continuance: an expectation–confirmation model

    MIS Q

    (2001)
  • B.M. Byrne

    Structural equation modeling with AMOS: basic concepts, applications, and programming

    (2010)
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