Leveraging the technology acceptance model for mobile commerce adoption under distinct stages of adoption

2019 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Tanikan Pipitwanichakarn ◽  
Nittaya Wongtada
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Service Providers ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Street Vendors ◽  
Content Type ◽  
Perceived Enjoyment ◽  
Acceptance Model

Purpose The purpose of this paper is to investigate the role of trust and perceived enjoyment in the technology acceptance model by distinguishing distinct stages of adoption among street vendors (initial and advanced adoption stage). Design/methodology/approach Face-to-face interviews using a structured questionnaire were conducted with 430 street vendors in Bangkok; 415 usable surveys were analyzed. By applying K-means cluster analysis, two segments were found with 200 initial and 215 advanced adopters. A multi-group analysis was employed to investigate differences of relationships between the two groups. Findings The findings reveal significant similarities and dissimilarities between the two groups of vendors. Both initial and advanced adopters emphasize trust of service providers. The first group relies more on perceived ease of use and perceived enjoyment in motivating m-commerce adoption but depends less on perceived usefulness. On the contrary, for the latter group, the influence of perceived ease of use and perceived enjoyment significantly decreases, but the effect of perceived usefulness significantly increases. Practical implications This study sheds light on the managerial implications related to how service providers can tailor their marketing strategies to target vendors in disparate diffusion stages, and it encourages building trust between partners over time. Originality/value Due to the lack of theoretical and managerial understanding of factors that drive m-commerce adoption for micro businesses, this study identifies distinct adoption stages and offers valuable insights into the similarities and differences among initial and advanced adopters.

Mobile commerce adoption among the bottom of the pyramid: a case of street vendors in Thailand

2019 ◽  
Vol 10 (1) ◽  
pp. 193-213 ◽  
Author(s):  
Tanikan Pipitwanichakarn ◽  
Nittaya Wongtada
Keyword(s):  
Technology Adoption ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Mobile Commerce ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Street Vendors ◽  
Content Type ◽  
Acceptance Model

Purpose This study aims to investigate the applicability of technology acceptance model in explaining technology adoption among street vendors in Thailand as a representation of emerging economies. Design/methodology/approach A pen-and-pencil survey was administered to 370 street vendors in Bangkok; 356 usable surveys were analyzed for a completed rate of 96.2 per cent. Structural equation modeling was used to analyze the data. Findings This study contributes to the existing technology acceptance literature as follows: First, the predictive power of the technology acceptance model is strong and holds true for street vendors. Second, it revealed that the relationship of entrepreneurial orientation and technology adoption is completely connected through the decision-making process (i.e. trust and system characteristics, otherwise known as usefulness and ease of use). Finally, the degree of product differentiation strengthens the positive relationship between perceived usefulness and the intention to use mobile commerce. Originality/value This study advances the previous research on e-commerce adoption in settings outside the formal sector. More specifically, this study developed and validated the extended technology acceptance model in the smallest-scale of entrepreneurs, street vendors, to increase the understanding of the adoption of m-commerce.

Acceptance of Islamic financial technology (FinTech) banking services by Malaysian users: an extension of technology acceptance model

foresight ◽  
2020 ◽  
Vol 22 (3) ◽  
pp. 367-383 ◽  
Author(s):  
Imran Mehboob Shaikh ◽  
Muhammad Asif Qureshi ◽  
Kamaruzaman Noordin ◽  
Junaid Mehboob Shaikh ◽  
Arman Khan ◽  
...  
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Consumer Innovativeness ◽  
Banking Services ◽  
Content Type ◽  
Acceptance Model ◽  
Financial Technology

Purpose This paper aims to examine the determinants that influence bank users’ acceptance for Islamic financial technology (FinTech) services by extending the technology acceptance model (TAM) in the Malaysian context. Design/methodology/approach The survey was conducted using convenience sampling. Moreover, 205 responses were gathered from users of the Islamic bank. On the same note, the literature on determinants of Islamic FinTech acceptance and TAM was reviewed as well in a bid to contribute to the factors that are instrumental in determining the acceptance of FinTech services. Findings Findings of the study reveal that Islamic FinTech’s services acceptance is determined by perceived ease of use, perceived usefulness and also by another variable, which is consumer innovativeness (CI). On the contrary other factors, self-efficacy and subjective norms are found not to be influential in determining Islamic FinTech’s acceptance by Islamic banking users. Originality/value TAM is extended in the context of Islamic FinTech. A new variable, namely, CI is tested using TAM. CI is yet to be tested, therefore, this paper will be a useful reference for the policymakers, academicians and future researchers.

An expansion of the technology acceptance model applied to the halal tourism sector

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Izra Berakon ◽  
Muhammad Ghafur Wibowo ◽  
Achmad Nurdany ◽  
Hendy Mustiko Aji
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Ease Of Use ◽  
Partial Least Square ◽  
Perceived Usefulness ◽  
Young Generation ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Acceptance Model ◽  
The Relationship

Purpose The increasing number of tourists in the Muslim world every year has encouraged digital business developers and the Sharia banking industry to integrate halal product and service apps with the Sharia mobile banking system. The fourth wave of the industrial revolution has changed the consumer paradigm, creating a young generation that uses digital service transaction systems in their daily lives. This paper aims to investigate the factors that determine intention to use halal tourism apps amongst Muslim tourists to provide insights promoting the development of halal tourism in Indonesia. Design/methodology/approach The research was conducted using an online survey approach. The sample comprised 205 Muslim Millennial and Generation Z travellers. The data collected were analysed using partial least square structural equation modelling. There were three analysis stages: evaluation of the measurement model, assessment of the structural model and hypothesis testing. Findings The findings indicated that trust mediated the relationship between perceived ease of use and perceived usefulness on individual intentions and that halal knowledge positively and significantly impacted individual intentions. In contrast, religiosity was not a significant influence on individual intentions. Originality/value The paper expanded the technology acceptance model by incorporating the key constructs of halal knowledge, religiosity and trust into an integrated research framework; this represented a novel step, especially in the context of halal tourism. The finding that trust mediated the relationship between perceived ease of use and perceived usefulness fills a gap in previous research, which has rarely included the trust construct in technology acceptance models.

scholarly journals Research on the use intention of potential designers of unmanned cars based on technology acceptance model

PLoS ONE ◽  
2021 ◽  
Vol 16 (8) ◽  
pp. e0256570
Author(s):  
Tianyang Huang
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Perceived Trust ◽  
Perceived Enjoyment ◽  
Acceptance Model ◽  
Positive Effect

The success of unmanned car, an emerging tool of transportation with so many advantages, depends to a large extent on its user acceptability. Potential designers are both the decision makers of driverless car design and the users of driverless cars. This study aims to explore the influencing factors of the potential designers’ intention to use unmanned cars. Based on the theory of Technology Acceptance Model (TAM), this study further expanded the TAM by incorporating perceived trust, perceived enjoyment and self-efficacy, so as to explain and predict potential designers’ intention to use unmanned cars. The questionnaire is determined through theoretical literature, pre-tests, etc., and the Structural Equation Model is used to analyze the data of 202 valid survey samples to investigate the influencing factors of the willingness to use unmanned vehicles. The results show that potential designers’ intention to use unmanned cars is positively affected by perceived trust, perceived enjoyment, perceived usefulness and perceived ease of use, and perceived trust has a positive effect on perceived ease of use, self-efficacy and perceived ease of use also have a positive effect on perceived usefulness. The findings of this study can provide designers and developers of unmanned cars, policy makers and implementers with guidance in the follow-up design, policy formulation and advertising of unmanned cars.

scholarly journals EVALUASI PENERAPAN INVENTORY SYSTEM MENGGUNAKAN TECHNOLOGY ACCEPTANCE MODEL (TAM)

2019 ◽  
Vol 15 (1) ◽  
pp. 119-124
Author(s):  
Ade Christian
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Significant Influence ◽  
Linear Regression Analysis ◽  
Ease Of Use ◽  
Inventory System ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Perceived Enjoyment ◽  
Acceptance Model

 This research aim was to evaluate and analyze Inventory System implementation using the Technology Acceptance Model (TAM). The data used in this research are primary data and secondary data, collected using several data collection techniques, such as observation, interviews, questionnaires, and literature review. The variables in this research are Perceived Usefulness, Perceived Ease of Use, Attitude Toward Using, Perceived Enjoyment, Acceptance of IT. Processing and analysis of data in this research were using descriptive statistical analysis and simple linear regression analysis, which done by the support of the Application SPSS version 21. The results of this research are as follows 1) perceived ease of use Inventory System has given a positive and significant influence on Perceived Usefulness. 2) Perceived Usefulness Inventory System has given a positive and significant influence on user’s attitude. 3) Perceived Ease of Use has given positive and significant influence on the user’s attitude. 4) Perceived Enjoyment has given positive and significant influence on the user’s attitude. 5) Perceived Usefulness has given a positive and significant influence on the acceptance of IT. 6) Perceived Ease of Use has given positive and significant influence on the acceptance of IT.

Webrooming or showrooming, that is the question: explaining omnichannel behavioural intention through the technology acceptance model and exploratory behaviour

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Angel Herrero-Crespo ◽  
Nuria Viejo-Fernández ◽  
Jesús Collado-Agudo ◽  
María José Sanzo Pérez
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Information Seeking ◽  
Design Methodology ◽  
Consumer Behaviour ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Acceptance Model

PurposeThis paper evaluates how the intention to develop webrooming or showrooming behaviour is affected by both the perceived usefulness and the perceived ease-of-use, as well as by the consumer's personal predisposition to exploratory information seeking and acquisition.Design/methodology/approachThe fashion retailing environment is more omni-channel than ever before. The two predominant omni-channel behaviours are webrooming and showrooming. Taking as its basis the technology acceptance model (TAM) and the concept of exploratory consumer behaviour.FindingsThe results obtained from a sample of 847 apparel shoppers (462 webroomers and 385 showroomers) show that the higher perception of the usefulness and ease-of-use of omni-channel buying processes, the higher the intention to develop both webrooming and showrooming behaviours. Additionally, the perceived ease-of-use exerts an additional indirect effect on the intention of developing these omni-channel behaviours through perceived usefulness. Finally, exploratory information seeking and acquisition have a relevant influence on webrooming intentions, but not on showrooming.Originality/valueThe authors’ research contributes to the literature on consumer behaviour in the fashion sector by testing a model to explain the intentions of individuals to adopt webrooming and showrooming, incorporating different psychographic variables linked to the use of ICT and the development of an exploratory consumer behaviour.

scholarly journals Social media for outbound leisure travel: a framework based on technology acceptance model (TAM)

2019 ◽  
Vol 5 (1) ◽  
pp. 43-61 ◽  
Author(s):  
Snigdha Singh ◽  
Pallavi Srivastava
Keyword(s):  
Social Media ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Perceived Trust ◽  
Tourism Sector ◽  
Acceptance Model

Purpose The purpose of this paper is to explore the applicability of technology acceptance model (TAM) to explain the widespread acceptance and usage of social media (SM) for travel purposes by Indian outbound leisure travellers during their travel cycle. Design/methodology/approach The study has adopted a qualitative approach involving in-depth interviews of 30 respondents, who had taken at least one international vacation in the last 12 months. Content analysis was used to arrive at the conclusion. Findings Findings of the study are used to develop a conceptual model which upholds the validity of the TAM with perceived usefulness (PU) and perceived ease of use (PEU) as determinants of SM usage. The model has been extended to include perceived trust (PT) and social capital (SC) as important constructs to explain the travellers’ use of SM. Disposition readiness (DR) of the user towards SM was found to have an effect on all the four constructs. Originality/value Theoretically, this study suggests a modification to the existing TAM, which shows a unidirectional effect of PU and PEU on attitude. This study suggests that the effect would be bi-directional where the attitude (DR) of the traveller towards SM usage will affect PU and PEU. Furthermore, this study extends the TAM to include PT and SC as important constructs to explain SM usage by travellers. This study provides valuable insights into the hospitality and tourism sector which might help in further segmentation of travellers leading to more customised service offerings.

Integrating trust, religiosity and image into technology acceptance model: the case of the Islamic philanthropy in Indonesia

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Hardius Usman ◽  
Dipa Mulia ◽  
Chairy Chairy ◽  
Nucke Widowati
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Multiple Linear Regression Model ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Extended Model ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Acceptance Model

Purpose The purpose of this study is to propose an extended model of technology acceptance model (TAM) in the use of financial technology (Fintech) in the context of Islamic philanthropy, especially by studying and exploring the role of trust, image and religiosity in TAM, and to provide policy recommendation for the authorized organizations in Indonesia regarding several crucial factors that need to be considered so that Indonesian Muslims are willing to use Fintech for philanthropic purposes. Design/methodology/approach Online surveys were conducted to collect the data, of which 425 respondents have completed and returned the questionnaire. Multiple linear regression model and multi-variate analysis of variance are applied to test the statistical hypotheses. Findings This study supports the theory of reasoned action and the TAM. In which, the relationship between perceived ease of use and perceived usefulness with TAM is determined by trust and religiosity. Research limitations/implications It is worth to note the limitation of this study lies in the sampling technique and data collection. Indonesia is a fast archipelago country and consists of 34 provinces, but not all of the provinces are represented in the sample. The selected respondent heavily depends on the previous respondent’s willingness to share the questionnaire. So that the number of respondents does not proportionate to region or province. Originality/value This study offers an extended model of TAM that has never been done before, namely, by exploring the role of trust, religiosity and image, in the context of Islamic philanthropy.

scholarly journals PENGARUH PERSEPSI KEGUNAAN, PERSEPSI KEMUDAHAN PENGGUNAAN, PERSEPSI KENYAMANAN, TERHADAP PENGGUNAAN TRANSPORTASI BERBASIS ONLINE PADA GENERASI MILLENNIAL

2019 ◽  
Vol 1 (2) ◽  
pp. 66-76
Author(s):  
Gusi Putu Lestara Permana ◽  
Kadek Wulandari Laksmi
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Perceived Enjoyment ◽  
Motivational Model ◽  
Acceptance Model

The aim of this research was to examine using of online transportation by millenials in Denpasar, The variables used in this research are based on technology acceptance model (TAM) stated by Davis (1989). The variables in this research was adaptable from this model, there are perceived usefulness, perceived ease of use and also add the new variable from motivational model are perceived enjoyment. The result of this research state perceived usefulness, perceived ease of use, and perceived enjoyment positively effect used of online transportation by millenials.

scholarly journals Predicting intention to follow online restaurant community advice: a trust-integrated technology acceptance model

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Aya K. Shaker ◽  
Rasha H.A. Mostafa ◽  
Reham I. Elseidi
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation ◽  
Online Reviews ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Acceptance Model

PurposeThis research investigates consumer intention to follow online community advice. Applying the technology acceptance model (TAM) to the context of online restaurant communities, the study empirically examines the effects of perceived usefulness, perceived ease of use, attitude and trust on the intention to follow online advice.Design/methodology/approachThe data were collected from 360 members of online restaurant communities on Facebook and analyzed using structural equation modeling (SEM).FindingsThe findings revealed that trust, perceived usefulness and attitude are key predictors of the intention to follow online restaurant community advice.Originality/valueExtant research on the influence of online reviews on consumer behavior in the restaurant industry has largely focused on the characteristics of the review, reviewers or readers. Moreover, other studies have investigated consumers' motivations to write online restaurant reviews. This study, however, takes a different approach and examines what drives consumers to follow the advice from online restaurant communities.

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