Acceptance of in-store apps: factors that influence the intention to adopt location-based retail apps – insights from Germany

2022 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Rabea Schrage ◽  
Lasse Meißner ◽  
Reinhard Schütte ◽  
Peter Kenning
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Research Question ◽  
Perceived Usefulness ◽  
Content Type ◽  
Indoor Location ◽  
Intention To Adopt ◽  
Brick And Mortar ◽  
Recent Developments ◽  
Acceptance Model

PurposeDue to recent developments of indoor location-tracking technologies, brick-and-mortar retailers are now able to add location-based marketing capabilities to their existing retail apps, providing retailers with new opportunities to interact with customers inside of their stores. The aim of this study is to identify factors influencing the customers' adoption intention of location-based retail apps for stationary retailing.Design/methodology/approachBased on the technology acceptance model, a conceptual model was developed. A Web-based survey was conducted in Germany with a final sample of 501 cases. Structural equation modelling was performed to test the hypotheses.FindingsThe results confirmed the positive relationship between attitude and the customers' intention to use location-based retail apps. Perceived usefulness and perceived enjoyment promote a positive attitude toward location-based retail apps, while privacy concerns and fear of spam hinder the formation of a favorable attitude. Subjective norms have a positive effect on customers' usage intention.Practical implicationsThe results help retailers who want to establish location-based retail apps at the point of sale (e.g. in the context of omni-channel strategies).Originality/valueAs previous research about location-based apps has mainly used empirical data from either Chinese or American samples, less is known about the perception of European customers. Research indicates that existing findings might not be transferable to European countries due to differences in values, social norms or regulations. Also, the failure of Shopkick in Germany illustrates the need for more research. Based on this, using a German sample to answer the research question, this study aims to provide a European perspective on location-based retail apps, and thereby extend existing research.

The role of technology readiness in individuals' intention to use health and fitness applications: a comparison between users and non-users

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Weisheng Chiu ◽  
Heetae Cho
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Negative Impact ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Technology Readiness ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Health And Fitness ◽  
Acceptance Model

PurposeThe purpose of this study is to examine individuals' decisions to use health and fitness apps by applying the extended technology readiness and acceptance model (TRAM), which combines technology readiness (TR), the technology acceptance model (TAM) and perceived enjoyment (PEN). Moreover, this study explores the differences between users and non-users regarding their intentions to use health and fitness apps.Design/methodology/approachData collection (n = 206) was conducted using convenience sampling from four large universities in South Korea. The data were analysed by partial least squares structural equation modelling (PLS-SEM) using SmartPLS 3.0.FindingsThe results revealed that positive TR positively affects perceived ease of use (PEOU), perceived usefulness (PU) and PEN, while negative TR had a negative impact only on PEN. Furthermore, the significant relationships between PEOU, PU and PEN were identified. In addition, multigroup analyses indicated that the relationships between positive TR and PEN, between PEN and PEOU, between PEOU and PU, and between PU and behavioural intention were positively stronger for app users.Originality/valueThis study initially applied the TRAM to understand individuals' behavioural intentions to use health and fitness apps. Moreover, this study identified the distinct roles of positive and negative TR affecting individuals' cognition regarding using health and fitness apps. The differences in the psychological processes between app users and non-users offer insights and implications for practitioners.

Determinants of intention to use Islamic banking

2019 ◽  
Vol 13 (1) ◽  
pp. 147-163 ◽  
Author(s):  
Samia Ayyub ◽  
Wang Xuhui ◽  
Muhammad Asif ◽  
Rana Muhammad Ayyub
Keyword(s):  
Consumer Behavior ◽  
Technology Acceptance ◽  
Structural Equation ◽  
Perceived Usefulness ◽  
Practical Significance ◽  
Equation Modeling ◽  
Islamic Banking ◽  
Intention To Use ◽  
Content Type ◽  
Acceptance Model

Purpose This paper aims to explore the determinants of intention to use Islamic banking and compare the consumer behavior of users and non-users of Islamic banking. This study incorporates the theory of planned behavior in Islamic banking perspective with an additional construct from technology acceptance model. Design/methodology/approach The research is quantitative in nature, and survey questionnaire was used to get data from four cities of Pakistan. The study manages to get 300 questionnaires from which only 264 were usable for analysis. The structural equation modeling was used for testing the hypotheses. Findings The result shows that perceived behavior control and perceived usefulness are the most significant predictors of intention to use of Islamic banking among users and non-users. Attitude turns out to be a non-significant factor for non-users of Islamic banking. Subjective norm is also found to be non-significant with intention to use Islamic banking in both groups. Originality/value This study has theoretical as well as practical significance in the subject of consumer behavior in Islamic banking. Theoretically, it attempts to fill the gap caused by the scarcity of research in exploring the consumer behavior towards Islamic banking in Pakistan. This study provides insights into the consumer behavior of users and non-users of Islamic banking and thus presents a comparison. Practically, this study provides guidelines for Islamic banks in introduction, propagation and promotion of Islamic banking products and services to establish Islamic banking as a social norm.

Consumer acceptance of smart speakers: a mixed methods approach

2018 ◽  
Vol 12 (4) ◽  
pp. 418-431 ◽  
Author(s):  
Pascal Kowalczuk
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Online Survey ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Smart Devices ◽  
Intention To Use ◽  
Content Type ◽  
Acceptance Model

PurposeVoice-activated smart speakers such as Amazon Echo and Google Home were recently developed and are gaining popularity. Understanding and theorizing the underlying mechanisms that encourage or impede consumers to use smart speakers is fundamental for enhancing acceptance and future development of these new devices. Therefore, building on technology acceptance research, this study aims to develop and test an acceptance model for investigating consumers’ intention to use smart speakers.Design/methodology/approachFirst, antecedents that may significantly affect the usage intention of smart speakers were identified through an explorative approach by a netnographic analysis of customer reviews (N= 2,186) and Twitter data (N= 899). Afterward, these results and contemporary literature were used to develop and validate an acceptance model for smart speakers. Structural equation modeling (SEM) was used to test the proposed hypotheses on data collected from 293 participants of an online survey.FindingsBesides perceived ease of use and perceived usefulness, the quality and diversity of a system, its enjoyment, consumer’s technology optimism and risk (surveillance anxiety and security/privacy risk) strongly affect the acceptance of smart speakers. Among these variables, enjoyment had the strongest effect on behavioral intention to use smart speakers.Originality/valueThis is the first study that incorporates netnography and SEM for investigating technology acceptance and applies it to the field of interactive smart devices.

An acceptance model for smart watches

2015 ◽  
Vol 25 (4) ◽  
pp. 527-541 ◽  
Author(s):  
Ki Joon Kim ◽  
Dong-Hee Shin
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Online Survey ◽  
Perceived Usefulness ◽  
Relative Advantage ◽  
Equation Modeling ◽  
Content Type ◽  
Psychological Determinants ◽  
Smart Watch ◽  
Acceptance Model

Purpose – The purpose of this paper is to identify the key psychological determinants of smart watch adoption (i.e. affective quality (AQ), relative advantage (RA), mobility (MB), availability (AV), subcultural appeal) and develops an extended technology acceptance model (TAM) that integrates the findings into the original TAM constructs. Design/methodology/approach – An online survey assessed the proposed psychological determinants of smart watch adoption. Confirmatory factor analysis (CFA) and structural equation modeling (SEM) were conducted on collected data (n=363) using the AMOS 22 statistical software. The reliability and validity of the measurement assessing the proposed factor structure were examined via CFA, while the strength and direction of the hypothesized causal paths among the constructs were analyzed via SEM. Findings – The AQ and RA of smart watches were found to be associated with perceived usefulness, while the sense of MB and AV induced by smart watches led to a greater perceived ease of the technology’s use. The results also indicated that the devices’ subcultural appeal and cost were notable antecedents of user attitude (AT) and intention to use, respectively. Originality/value – Though smart watches are becoming increasingly popular, empirical studies on user perceptions of and ATs toward – them remain preliminary. This paper is one of the first scholarly attempts at a systematic prediction of smart watch usage, with implications for the adoption of future wearable technology.

scholarly journals Evaluating the customers' dining attitudes, e-satisfaction and continuance intention toward mobile food ordering apps (MFOAs): evidence from Bangladesh

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Md. Al Amin ◽  
Md. Shamsul Arefin ◽  
Nayeema Sultana ◽  
Md. Rakibul Islam ◽  
Israt Jahan ◽  
...  
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Continuance Intention ◽  
Safety Measures ◽  
Content Type ◽  
Online Sales ◽  
Convenience Sampling ◽  
Acceptance Model

PurposeThis study was designed to specifically explore confirmation and perceived usefulness associated with mobile food ordering apps (MFOAs) in consideration of their impacts upon attitudes, satisfaction and intention to continuously use.Design/methodology/approachThe research utilized the convenience sampling to gather data from 250 respondents having prior experience with MFOAs during COVID-19 pandemic period in Bangladesh. The Structural Equation Modeling technique was applied to analyze the data using SmartPLS 3 software.FindingsThis study's results showed that customers' perceived confirmation and usefulness were significant in determining their dinning attitudes. Besides, customers' dining attitudes were positively related to e-satisfaction. Finally, the customers’ continuance intention to use MFOAs was significantly influenced by their e-satisfaction.Research limitations/implicationsRestaurants managers should focus on online sales through MFOAs during the pandemic period since social distancing is a key strategy to manage COVID-19. Customers should be assured that the safety measures are undertaken while delivering the food.Originality/valueThis study incorporated the expectation-confirmation theory and technology acceptance model and tested it in the context of MFOAs.

scholarly journals LIFESTYLE ON INTENTION THROUGH THE MEDIATION OF PERCEIVED USEFULNESS AND PERCEIVED EASE OF USE

2015 ◽  
Vol 12 (1) ◽  
Author(s):  
Juniati Juniati ◽  
Indarini Indarini
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Lifestyle Factors ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Perceived Ease Of Use ◽  
Intention To Adopt ◽  
Acceptance Model ◽  
The Impact

This study aims to identify relevant lifestyle factors that affect consumer adoption of mobilephone (BlackBerry). Furthermore, this study attempts to examine the impact of lifestyle factorson perception and adoption of BlackBerry consumers. Using the technology acceptance model asa theoretical framework, the conceptual model depicts the relationships among lifestyles,perceptions, and intention. Two-step structural equation modeling was used to test the proposedhypotheses. Results of this study show that consumer lifestyle factors (fashion consciousness,Internet involvement, and e-shopping preference) are direct and indirect antecedents ofconsumers’ intention to adopt BlackBerry phone. Findings of this study provide marketers withinsights into how knowledge about lifestyle factors can be integrated into marketing andadvertising strategies.Penelitian ini bertujuan untuk mengidentifikasi faktor-faktor gaya hidup yang mempengaruhiminat mengadopsi telepon selular (BlackBerry). Selain itu, penelitian ini bertujuan untukmenguji pengaruh faktor gaya hidup terhadap persepsi dan minat mengadopsi telepon selularBlackBerry. Studi ini menggunakan model penerimaan teknologi sebagai kerangka teori, modelkonseptual menggambarkan hubungan antara gaya hidup, persepsi, dan niat. Untuk mengujihipotesis yang diajukan digunakan pemodelan persamaan struktural. Hasil dari penelitian inimenunjukkan bahwa faktor gaya hidup konsumen (kesadaran fashion , keterlibatan internet, danpreferensi e-shopping) adalah anteseden langsung dan tidak langsung dari niat konsumen untukmengadopsi telepon selular BlackBerry. Temuan penelitian ini memberi pemasar wawasanmengenai bagaimana pengetahuan tentang faktor gaya hidup dapat diintegrasikan ke dalamstrategi pemasaran dan periklanan.

Exploring College Students’ Intention to Adopt e-Textbooks: A Modified Technology Acceptance Model

Libri ◽  
2015 ◽  
Vol 65 (2) ◽  
Author(s):  
Chun-Hua Hsiao ◽  
Kai-Yu Tang ◽  
Chien-Hung Lin
Keyword(s):  
College Students ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Intention To Adopt ◽  
Proposed Model ◽  
Perceived Enjoyment ◽  
Acceptance Model

AbstractThis study aims to verify and propose a modified technology acceptance model (TAM) to understand the antecedents of e-textbook adoption among college students. An extended TAM is to investigate college students’ intention to adopt e-textbooks. Measurement items were drawn and modified from existing validated scales. After data were collected from college students in Taiwan, structural equation modelling was employed to examine and compare the proposed model with the original model. Moreover, two tests were conducted to determine the extent of common method variance in the current data. The empirical findings support the inclusion of perceived enjoyment in the TAM. The proposed model explained 43% of the variance in behavioural intention, but explained 71% of the variance in attitudes, suggesting an explication of how the different determinants influence college students’ adoption of e-textbooks. The significance of the chi-square difference between the two models indicates that our proposed model shows a better fit to the data than the TAM does. Besides, perceived enjoyment is a critical factor in the influence of attitudes towards the usage of e-textbooks. Perceived ease of use is more influential than perceived usefulness in the determination of attitudes.

Understanding Internet Banking Adoption and Use Behavior

2006 ◽  
pp. 308-330
Author(s):  
Siu-cheung Chan ◽  
Ming-te Lu
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Social Cognitive ◽  
Cognitive Theory ◽  
Internet Banking ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Intention To Adopt ◽  
Acceptance Model ◽  
Use Behavior

This study investigates adoption/use behavior within the context of Hong Kong Internet Banking services. A research framework based on the extended Technology Acceptance Model (TAM2) and Social Cognitive Theory is developed to identify factors that would influence the adoption and continue use of Internet Banking. Structural Equation Modeling (SEM) is employed to examine the entire pattern of inter-correlations among the eight proposed constructs, and to test related propositions empirically. A survey involving a total of 499 university students is conducted and confirmatory factor analysis used to determine the measurement efficacies. The results reveal that both subjective norm and computer self-efficacy indirectly play significant roles in influencing the intention to adopt Internet Banking. Perceived ease of use has a significant indirect effect on intention to adopt/use through perceived usefulness, while its direct effect on intention to adopt is not significant.

Impact of contextuality on mobile learning acceptance

2016 ◽  
Vol 13 (2) ◽  
pp. 107-122 ◽  
Author(s):  
Stephan Böhm ◽  
Georges Philip Constantine
Keyword(s):  
Language Learning ◽  
Technology Acceptance ◽  
Structural Equation ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Learning Activity ◽  
Content Type ◽  
Location Aware ◽  
Mobile Learning Acceptance ◽  
Acceptance Model

Purpose This paper aims to focus on contextualized features for mobile language learning apps. The scope of this paper is to explore students’ perceptions of contextualized mobile language learning. Design/methodology/approach An extended Technology Acceptance Model was developed to analyze the effect of contextual app features on students’ usage intention. The suggested app concept applies context-triggered push notifications to initiate learning sessions based on a location-aware vocabulary. Partial least squares structural equation modeling (PLS-SEM) was used for an empirical validation of the proposed research model. Findings The results of the analysis revealed, that students perceived the proposed app as beneficial for their learning endeavors. The location-aware feature is essentially relevant to improve the perceived usefulness of the system, as it may increase the learning effectiveness of the app in their everyday life. Research limitations/implications The study was conducted in quite a homogenous population. The sample size of the survey was rather small (n = 45). Further research is necessary to confirm the promising results of the research. Originality/value The results give some first evidence that the integration of innovative contextual features in mobile language learning apps may increase the usage intention and motivation to engage in a learning activity.

The adoption of teaching assistant robots: a technology acceptance model approach

2016 ◽  
Vol 50 (4) ◽  
pp. 354-366 ◽  
Author(s):  
Eunil Park ◽  
Sang Jib Kwon
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation ◽  
Rapid Development ◽  
Teaching Assistant ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Content Type ◽  
User Attention ◽  
Acceptance Model

Purpose Based on rapid improvements in telecommunications and wireless networks with extensive educational contents, numerous studies have been conducted to improve our educational success/attainment/environment. With this trend, the purpose of this paper is to investigate users’ perceptions of teaching assistant (TA) robots and the possible motivations that impact the users’ intention to use (IU) the robots. Design/methodology/approach In light of the rapid development of and attempts at understanding interactions with social robots, including TA robots, this study uses structural equation modeling and confirmatory factor analysis. Findings The results indicated that perceived usefulness was the most crucial factor determining the users’ IU for TA robots. In addition, the relationships of the original technology acceptance model were confirmed. The study findings demonstrated the crucial importance of perceived enjoyment and service quality. Originality/value Although the role of TA robots has gained user attention, few investigations have been conducted to explain how IU is formed. The current study can thus act as the foundation for exploring the acceptance process in the context of TA robots.

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