Explaining undergraduates’ behavior intention of e-textbook adoption

2014 ◽  
Vol 32 (1) ◽  
pp. 139-163 ◽  
Author(s):  
Chun-Hua Hsiao ◽  
Kai-Yu Tang
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Goodness Of Fit ◽  
Survey Methodology ◽  
Behavioral Control ◽  
Explanatory Power ◽  
Theoretical Models ◽  
Equation Modeling ◽  
Content Type ◽  
Model Comparisons

Purpose – The current study aims to investigate college students' behavioral intentions to adopt e-textbooks for their studies according to well-known theoretical intention-based models. Design/methodology/approach – This paper empirically assesses five theoretical models of technology acceptance, including the theory of planned behavior (TPB), the technology acceptance model (TAM), the decomposed TPB model (DTPB), the combined model of TAM and TPB (C-TAM-TPB), and the unified theory of acceptance and use of technology (UTAUT). The survey methodology and structural equation modeling (SEM) were employed to examine and compare these five models. Moreover, explanatory power, goodness-of-fit indices, and model parsimony were taken into consideration in the model comparisons. Findings – Both TPB and TAM provided less effective but adequate predictive behavioral power. However, TPB appeared to be more parsimonious than TAM and the other models. By focusing on specific beliefs of attitude, social and control influences, DTPB shares many of the same advantages as TPB and TAM, but is less parsimonious. Similarly, C-TAM-TPB, an augmented version of TAM that incorporates social influences and behavioral control, is superior to TPB and TAM in terms of its explanatory power of behavioral intention to use e-textbooks. Overall, however, the results indicated that UTAUT appeared to be the best model in terms of the metrics of parsimonious fit and explanatory power. Originality/value – Theoretical comparison of different models is important. This is believed to be the first study to present model comparisons by investigating undergraduates' intention to adopt e-textbooks as tools for their on-campus learning in Taiwan.

Adoption of mobile banking services

2019 ◽  
Vol 37 (5) ◽  
pp. 1165-1189 ◽  
Author(s):  
Apostolos Giovanis ◽  
Pinelopi Athanasopoulou ◽  
Costas Assimakopoulos ◽  
Christos Sarmaniotis
Keyword(s):  
Theory Of Planned Behavior ◽  
Technology Acceptance ◽  
Planned Behavior ◽  
Structural Equation ◽  
Goodness Of Fit ◽  
Statistical Significance ◽  
Explanatory Power ◽  
Equation Modeling ◽  
Mobile Banking ◽  
Content Type

PurposeThe purpose of this paper is to investigate which of four well-established theoretical models (i.e. technology acceptance model, theory of planned behavior, unified theory of acceptance and use of technology, decomposed theory of planned behavior (DTPB)) best explains potential users’ behavioral intentions to adopt mobile banking (MB) services.Design/methodology/approachDrawing on data from 931 potential users in Greece, the structural equation modeling method was used to examine and compare the four models in goodness-of-fit, explanatory power and statistical significance of path coefficients.FindingsResults indicate that the best model is an extension of the DTPB with perceived risk (PR). Customers’ attitude, determined by three rationally-evaluated MB attributes (usefulness, easiness and compatibility), is the main driver of consumers’ intentions to adopt MB services. Additionally, consumers’ perceptions of availability of knowledge, resources and opportunities necessary for using the service, and the pressure of interpersonal and external social contexts toward the use of MB are the other two, less important, adoption drivers. Finally, PR negatively affects attitude formation and inhibits willingness to use MB services.Practical implicationsFindings can help marketers of financial institutions to select the more parsimonious model to develop appropriate marketing strategies to increase adoption rates of MB services.Originality/valueThis is the first study that compares the performance of four well-known innovation adoption models to explain consumers’ behavior in the MB context.

The role of UTAUT, DOI, perceived technology security and game elements in internet banking adoption

2018 ◽  
Vol 15 (4) ◽  
pp. 338-356 ◽  
Author(s):  
Samar Rahi ◽  
Mazuri Abd. Ghani
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Explanatory Power ◽  
Internet Banking ◽  
Integrated Model ◽  
Matrix Analysis ◽  
Equation Modeling ◽  
Content Type ◽  
Intention To Adopt ◽  
Game Elements

Purpose The increasing innovation and urgent need of up-to-date and convenient information systems have gained high importance in financial sector. Several banks have deployed internet banking in order to reduce cost while improving customer services. Therefore, the growth of internet banking is limited and in many cases fallen short of expectations. The purpose of this paper is to develop an integrated model that combines technology, innovative and environmental factors altogether in order to understand customer’s intention to adopt, and intention to recommend internet banking in social networks. Design/methodology/approach In all, 398 valid responses were collected from customers of commercial banks, using convenience sampling approach. Data were analyzed using the structural equation modeling. Findings The findings show that integrated model has good explanatory power (78.3 percent) to predict customer’s intention to adopt internet banking. Findings also revealed that the interaction effect of gamification between user’s intention to adopt and user’s intention to recommend internet banking will be stronger when gamification effect is higher. Importance performance matrix analysis (IPMA) revealed that innovativeness and perceived technology security were the most important factors in order to determine user’s intention with regard to adoption of internet banking. Practical implications For policy-makers, it is suggested that they should focus on innovative characteristics and must ensure the possible environment for carrying out internet banking transaction. Advertising about new technology with adequate information may produce positive influence on user’s intention. Enjoyable internet banking website with reward system will help to improve user’s intention to adopt and intention to recommend internet banking with others, thus developers should introduce game features on internet banking website. Originality/value This study provides basis for further refinement of individual technology acceptance models and enrich the e-commerce literature adding innovative and game elements in interne banking adoption context. Additionally, the proposed model makes an important contribution in emerging e-commerce literature especially in the context of innovative and gamified internet banking.

The role of CSR in sport consumption decision-making

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Chung-Long Yu
Keyword(s):  
Decision Making ◽  
Behavioral Intention ◽  
Structural Equation ◽  
Behavioral Control ◽  
Explanatory Power ◽  
Theoretical Development ◽  
Equation Modeling ◽  
Perceived Behavioral Control ◽  
Extended Model ◽  
Content Type

PurposeThe purpose of the present study was to examine the effect of corporate social responsibility (CSR) on sport spectator's decision-making using extended model of goal-directed behavior (EMGB).Design/methodology/approachAn on-site survey was conducted for individuals (N = 408) who attended professional baseball games held in Taiwan.FindingsStructural equation modeling indicated that the proposed EMGB offered a comprehensive perspective on the complicated decision-making process of sporting event spectators, which increased the explanatory power for predicting future game attending intentions. Specifically, positive anticipated emotion, subjective norm, past behavior, perceived behavioral control and attitude were important determinants of desire, which in turn influenced behavioral intention. The perception of CSR initiatives also played a role in the development of both desire and behavioral intention.Originality/valueBased on the findings, sport managers should consider integrating CSR actions into management and marketing strategies to enhance individuals' desire and intention to attend games. To the best of our knowledge, this is the first attempt to use MGB to study sport spectating, hence extending theoretical development of MGB.

Individual social entrepreneurial orientation in Brazil: measurement and the predictive role of personal values and attitude toward social change

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Márcia Maria Garçon ◽  
Vânia Maria Jorge Nassif ◽  
Tiago Jessé Souza de Lima
Keyword(s):  
Social Change ◽  
Entrepreneurial Orientation ◽  
Structural Equation ◽  
Personal Values ◽  
Explanatory Power ◽  
Equation Modeling ◽  
Survey Method ◽  
Social Entrepreneurs ◽  
Content Type ◽  
Self Transcendence

Purpose The purpose of this paper is to develop and test a model that aims to explain individual entrepreneurial orientation (IEO) focused on the context of social entrepreneurship (SE) (Social-IEO) by considering the personal values and attitude toward social change through direct and indirect effects. To achieve this purpose, the authors created and validated a scale to measure Social-IEO. Design/methodology/approach The paper uses scale construction techniques (DeVellis, 2016) and survey method for data collection. As such, this study was conducted by considering a sample of 198 social entrepreneurs. Multivariate data analysis and structural equation modeling are used to validate the theoretical model. Findings The Social-IEO scale was validated and shows to adequately encompass and measure the construct. The proposed model has predictive relevance and explains 45% of Social-IEO. Findings suggest that self-transcendence value has no direct effect on Social-IEO. Additionally, conservation and self-promotion values do not have a negative correlation with Social-IEO. Finally, attitude of social change has a strong explanatory power to Social-IEO. The findings offer important theoretical and practical implications for the field of entrepreneurship education and entrepreneurial behavior. Originality/value The definition of a specific concept of IEO applied to the context of SE contributes to the correct understanding of its dimensions, measurement and management. This eliminates a gap in studies and contributes to expand and strengthen research. It also provides an original empirical approach, as the method used to measure IEO in a reflective way is unusual in previous studies.

What influence users’ e-finance continuance intention? The moderating role of trust

2018 ◽  
Vol 118 (8) ◽  
pp. 1647-1670 ◽  
Author(s):  
Wangyue Zhou ◽  
Zayyad Tsiga ◽  
Boying Li ◽  
Shuning Zheng ◽  
Shuli Jiang
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Perceived Ease Of Use ◽  
Continuance Intention ◽  
Website Quality ◽  
Content Type ◽  
Positive Effects

Purpose The purpose of this paper is to identify antecedents of e-finance continuance intention with Alibaba’s Yu’E Bao as an example. Design/methodology/approach An online questionnaire was used to collect the data (n=293), and partial least squares structural equation modeling was employed for data analysis. Four e-finance features (perceived reputation, website quality, e-finance familiarity and situational normality) are introduced with trust acting as a moderator between the users’ satisfaction and continuance intention to use an e-finance platform. Findings The results find that website quality, familiarity and situational normality can influence perceived ease of use (PEOU) and perceived usefulness (PU). PEOU and PU, together with reputation, are positively associated with confirmation which further leads to satisfaction. The positive effects that satisfaction and trust have on e-finance continuance intention are confirmed, and trust is found to be a significant moderator on the relationship between satisfaction and continuance intention. Practical implications The findings can be used to guide e-finance providers to improve their platform design and services to retain users. Originality/value This study combines the theory of trust, Technology Acceptance Model and Expectations Confirmation Theory to investigate the factors that influence the continuance intention in the context of e-finance in China.

Young consumers' purchase intention toward organic food: exploring the role of mindfulness

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Alok Tewari ◽  
Smriti Srivastava ◽  
Divya Gangwar ◽  
Vimal Chandra Verma
Keyword(s):  
Purchase Intention ◽  
Structural Equation ◽  
Behavioral Control ◽  
Organic Food ◽  
Equation Modeling ◽  
Perceived Behavioral Control ◽  
Content Type ◽  
Young Consumers ◽  
The Government

PurposeThe role of mindfulness in influencing green behaviors has been recognized in literature though it has not been explored sufficiently in the context of organic food. This study makes an attempt to explore the role of mindfulness in influencing young consumers' purchase intention (PI) toward organic food in India.Design/methodology/approachA total of 348 useable responses were collected through an intercept survey at organic food stores using a purposive sampling approach. Data analysis was carried out through structural equation modeling.FindingsMindfulness emerged as a significant predictor of behavioral intention. Further, the specific indirect effects of mindfulness through attitude, perceived behavioral control (PBC), drive for environmental responsibility (DER) and label reference willingness (LRW) were also significant.Originality/valueThis research is one of the initial efforts to link mindfulness with PI for organic food. The results could help the government and marketers tap onto the potential of mindfulness with regard to environment-friendly products and frame appropriate strategies for stimulating the demand for organic food in India

Image transfer between mega business event, hosting destination and country and its effects on exhibitors’ behavioral intention

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Hongmei Zhang ◽  
Shanshan Liu ◽  
Billy Bai
Keyword(s):  
Attribution Theory ◽  
Behavioral Intention ◽  
Structural Equation ◽  
Explanatory Power ◽  
Destination Image ◽  
Equation Modeling ◽  
Country Image ◽  
Image Transfer ◽  
Content Type ◽  
Event Image

Purpose The primary purpose of this study is to investigate the image transfer and its effects on exhibitors’ behavioral intention. Specifically, the study attempted to examine the effect of mega business event image on destination and country image from exhibitors’ perspective and the effect of mega business event image on exhibitors’ behavioral intention toward the event. Design/methodology/approach The data for this study were collected through an on-site survey. Based on a sample of 393 respondents, structural equation modeling was used to test the proposed hypotheses. Findings The results showed that business event image has a stronger effect on country image than on destination image; event image has a significant effect on exhibitor’s behavioral intention toward the event directly and indirectly through the mediating role of country image; and country image has a significant influence on destination image. Practical implications The event organizer should improve the exhibitor’s perceptions of the event experience from providing a clear and attractive theme for the target audiences; exhibiting the products with the most cutting-edge technologies and offering various opportunities for forums and promotions; and planning and organizing the event in every detail carefully including the facilities, layout of booths, ambience and other related services. Originality/value The study expands the event type to business events, explores the image transfer process between event, destination and country and examines the effects of such image transfer on the exhibitors’ behavioral intention. The results confirm the explanatory power of image transfer theory. Attribution theory and halo effect are viewed as the mechanisms of image transfer.

Entrepreneurial intentions on perceived behavioral control and personal attitude: moderated by structural support

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Alberto Magtoto Otchengco Jr. ◽  
Yuri Walter Dulay Akiate
Keyword(s):  
Structural Equation ◽  
Behavioral Control ◽  
Entrepreneurial Intention ◽  
The Philippines ◽  
Entrepreneurial Intentions ◽  
Equation Modeling ◽  
Perceived Behavioral Control ◽  
Content Type ◽  
Personal Attitude ◽  
Structural Support

Purpose This study aims to explore the association between the tricycle drivers’ personal attitude and perceived behavioral control and their entrepreneurial intention. Moreover, the study was conducted to determine whether such a relationship is moderated by structural support. Design/methodology/approach A total of 349 tricycle drivers in the Philippines were randomly selected and served as the respondents of this study. To determine if there is a significant relationship between the variables, structural equation modeling was used. Findings Tricycle drivers denoted that the more positive their perceived behavior control and personal attitude is, the greater their entrepreneurial intention is likely to be. Hence, the relationship of perceived behavioral control and personal attitude on entrepreneurial intention is moderated by perceived structural support. Originality/value By learning individuals’ perceived behavioral control, personal attitude and their entrepreneurial intention of specific classes of people, specifically tricycle drivers, it is possible to assess the feasibility of entrepreneurial efforts initiated by the government even before it is implemented, avoiding wastage of both times, resources and effort.

Theory of planned behavior, ethics and intention of conscious consumption in Slow Fashion Consumption

2022 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Jordana Soares de Lira ◽  
Marconi Freitas da Costa
Keyword(s):  
Theory Of Planned Behavior ◽  
Planned Behavior ◽  
Structural Equation ◽  
Online Survey ◽  
Behavioral Control ◽  
Equation Modeling ◽  
Perceived Behavioral Control ◽  
Ethical Considerations ◽  
Content Type ◽  
Slow Fashion

PurposeThis study seeks to investigate the influence of the theory of planned behavior (TPB), of the conscious consumption intention and of the consumer ethical considerations, on Slow Fashion Consumption in the region known as Agreste Pernambucano, in Brazil, which is known for being an apparel manufacturing area.Design/methodology/approachTo achieve this purpose, descriptive quantitative research using non-probabilistic sampling was conducted. Data were collected through an online survey and distributed through the snowball technique. The sample consists of 486 respondents and relies on structural equation modeling for data analysis.FindingsThe results highlight that the Slow Fashion Consumption, in the scope of Local Productive Arrangement (LPA) of clothing manufacturing in the Agreste region, is influenced by the intention of conscious consumption, the ethical considerations in consumer behavior and the perceived behavioral control. Moreover, the results highlight the role of the influence of subjective norms both in the attitudes of consumers and the intention of conscious consumption.Originality/valueThe primary contribution of this study is to demonstrate that perceived behavioral control is positively associated with Slow Fashion Consumption, which, in turn, shows that respondents believe they have control over their sustainable actions.

Adoption of mobile banking at the bottom of the pyramid: an emerging market perspective

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Sonal Purohit ◽  
Rakhi Arora
Keyword(s):  
Technology Acceptance ◽  
Migrant Workers ◽  
Structural Equation ◽  
Emerging Market ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Bottom Of The Pyramid ◽  
Mobile Banking ◽  
Content Type

PurposeThis paper aims to investigate the factors that affect mobile banking adoption among the bottom of the pyramid (BoP) group in an emerging market.Design/methodology/approachData were collected from 332 bank customers in the BoP group through a questionnaire based on previously validated scales. Structural equation modeling (SEM) was applied using SmartPLS 2.0 to analyze the data.FindingsIt was found that perceived usefulness (PU) and perceived ease of use (PEoU) influence the attitude toward mobile banking positively whereas the perceived risk (PR) and perceived deterrents (PDs) influence the attitude negatively. The subjective norms (SNs) and the attitude positively affect mobile banking adoption. Knowledge of mobile banking has a strong effect on the PEoU, but it does not influence the PU of mobile banking.Originality/valueThis research makes an original contribution to the extant research and fills the gap by exploring the factors that affect the mobile banking adoption among a distinct BoP group (migrant workers) in an emerging market. The authors make use of knowledge of mobile banking and PDs as novel and important constructs in the technology acceptance model (TAM) to explore the factors that affect mobile banking adoption among the BoP.

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