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Information and communications technology (ICT) offers enormous opportunities for individuals, businesses and society. The application of ICT is equally important to economic and non-economic activities. Researchers have increasingly focused on the adoption and use of ICT by small and medium enterprises (SMEs) as the economic development of a country is largely dependent on them. Following the success of ICT utilisation in SMEs in developed countries, many developing countries are looking to utilise the potential of the technology to develop SMEs. Past studies have shown that the contribution of ICT to the performance of SMEs is not clear and certain. Thus, it is crucial to determine the effectiveness of ICT in generating firm performance since this has implications for SMEs’ expenditure on the technology. This research examines the diffusion of ICT among SMEs with respect to the typical stages from innovation adoption to post-adoption, by analysing the actual usage of ICT and value creation. The mediating effects of integration and utilisation on SME performance are also studied. Grounded in the innovation diffusion literature, institutional theory and resource-based theory, this study has developed a comprehensive integrated research model focused on the research objectives. Following a positivist research paradigm, this study employs a mixed-method research approach. A preliminary conceptual framework is developed through an extensive literature review and is refined by results from an in-depth field study. During the field study, a total of 11 SME owners or decision-makers were interviewed. The recorded interviews were transcribed and analysed using NVivo 10 to refine the model to develop the research hypotheses. The final research model is composed of 30 first-order and five higher-order constructs which involve both reflective and formative measures. Partial least squares-based structural equation modelling (PLS-SEM) is employed to test the theoretical model with a cross-sectional data set of 282 SMEs in Bangladesh. Survey data were collected using a structured questionnaire issued to SMEs selected by applying a stratified random sampling technique. The structural equation modelling utilises a two-step procedure of data analysis. Prior to estimating the structural model, the measurement model is examined for construct validity of the study variables (i.e. convergent and discriminant validity).

The estimates show cognitive evaluation as an important antecedent for expectation which is shaped primarily by the entrepreneurs’ beliefs (perception) and also influenced by the owners’ innovativeness and culture. Culture further influences expectation. The study finds that facilitating condition, environmental pressure and country readiness are important antecedents of expectation and ICT use. The results also reveal that integration and the degree of ICT utilisation significantly affect SMEs’ performance. Surprisingly, the findings do not reveal any significant impact of ICT usage on performance which apparently suggests the possibility of the ICT productivity paradox. However, the analysis finally proves the non-existence of the paradox by demonstrating the mediating role of ICT integration and degree of utilisation explain the influence of information technology (IT) usage on firm performance which is consistent with the resource-based theory. The results suggest that the use of ICT can enhance SMEs’ performance if the technology is integrated and properly utilised. SME owners or managers, interested stakeholders and policy makers may follow the study’s outcomes and focus on ICT integration and degree of utilisation with a view to attaining superior organisational performance.

This study urges concerned business enterprises and government to look at the environmental and cultural factors with a view to achieving ICT usage success in terms of enhanced firm performance. In particular, improving organisational practices and procedures by eliminating the traditional power distance inside organisations and implementing necessary rules and regulations are important actions for managing environmental and cultural uncertainties. The application of a Bengali user interface may help to ensure the productivity of ICT use by SMEs in Bangladesh. Establishing a favourable national technology infrastructure and legal environment may contribute positively to improving the overall situation. This study also suggests some changes and modifications in the country’s existing policies and strategies. The government and policy makers should undertake mass promotional programs to disseminate information about the various uses of computers and their contribution in developing better organisational performance. Organising specialised training programs for SME capacity building may succeed in attaining the motivation for SMEs to use ICT. Ensuring easy access to the technology by providing loans, grants and subsidies is important. Various stakeholders, partners and related organisations should come forward to support government policies and priorities in order to ensure the productive use of ICT among SMEs which finally will help to foster Bangladesh’s economic development.

The purpose of this research is to integrate the prediction from entrepreneurship education with the theory of planned behaviors (TPB) to build a conceptual framework and estimate the effect of entrepreneurship education on entrepreneurial intention over and above key predictors from an extended TPB model. Also, the moderating impacts of educational fields in the paths from entrepreneurial education, attitude toward entrepreneurship, subjective norms and perceived behavioral control to entrepreneurial intention are tested in this study.

The study used a sample of 559 university students who received entrepreneurship education at 12 universities from Vietnam. Confirmatory factor analysis was utilized to test the validity and reliability of all variables and regression analyses were used to estimate coefficient paths. Then, bootstrapping method with the PROCESS approach was utilized to test the indirect correlations.

The study reveals that attitude toward entrepreneurship and perceived behavioral control were positively and strongly associated with entrepreneurial intention, while the linkage between subjective norms and entrepreneurial intention was not significant. Also, the findings show that even though entrepreneurship education did not have a direct effect on entrepreneurial intention, it increased entrepreneurial intention via attitude toward entrepreneurship and perceived behavioral control. In addition, this study finds that educational fields moderate the associations between predictors and entrepreneurial intention.

This study offers both universities and policymakers options to foster youths' entrepreneurial activities.

This study is expected to significantly contribute to entrepreneurship literature by enriching our understanding of the interesting and crucial linkages between entrepreneurship education, attitude toward entrepreneurship, subjective norms, perceived behavioral control and entrepreneurial intention. Additionally, the current research reveals that for economic and business management students, the paths are driven from entrepreneurial education, attitude toward entrepreneurship, subjective norms and perceived behavioral control to intention to engage in entrepreneurial activities has become stronger when compared to students of majors in engineering and others.

The purpose of this paper is to examine the effects of the commitment‐ and control‐approaches on the use of competency management, and to investigate whether attitude, subjective norm and perceived behavioural control mediate these effects.

In Study 1, using a survey, employees indicated whether their organization adopted a commitment‐ or a control‐approach towards competency management. Moreover, they rated their own attitude, subjective norm, perceived behavioural control, and behaviour. In Study 2 a scenario experiment was conducted in which the authors manipulated the commitment‐ and control‐approaches towards competency management in order to establish causal relations.

Results consistently showed that the use of competency management is higher within a commitment‐ than within a control‐approach. Furthermore, attitude and perceived behavioural control were found to mediate the relationship between the commitment‐approach and the use of competency management.

Future research should include other organizational members, for example (line) managers, to create future insight in the effects of commitment‐ and control‐approaches on the use of competency management.

The results of the studies highlight that a commitment‐oriented approach increases the use of competency management by employees and that a positive employee attitude and perceived behavioural control are of considerable importance when increasing the use of competency management is an organization's primary goal.

The paper gives insight in how to persuade and stimulate employees to use competency management more frequently.

The present study aimed to explore the applicability of theory of planned behavior in construction of eco-friendly houses.

Study utilized cross-sectional correlational research design, collected data from 269 adult house owners of Kerala, India, with the help of a self-report measures namely, attitude towards eco-friendly house construction, subjective norm, perceived behavioral control, behavioral intention to build eco-friendly houses, check list of eco-friendly house and socio-demographic data sheet. Descriptive statistics, Karl Pearson product moment correlation, confirmatory factor analysis and mediation analysis with the help of AMOS were used to describe the distribution of study variables and to test the research hypotheses and proposed model.

Study revealed that behavioral intention to build eco-friendly house was the immediate and strongest predictor of actual behavior of constructing an eco-friendly house. Behavioral intention mediated the relationship of attitudinal variables, normative variables and control variables with the behavior of constructing eco-friendly houses.

The results vouched the applicability of theory of planned behavior as a comprehensive model in explaining the behavior of eco-friendly house construction.

Results of the study iterates the utility of attitudinal, normative and control factors in enhancing the choice of constructing eco-friendly houses. The results can be applied to develop a marketing tool to enhance the behavior of choosing or constructing eco-friendly houses in the population.

Role of conventional concrete construction in climate crisis is unquestioned, and adopting eco-friendly architecture is a potential solution to the impending doom of climate crisis. Behavioral changes play a significant role in the success of global actions to curb the climate crisis. Present study discusses the role of psychological variables in constructing eco-friendly houses.

Based on the theory of planned behaviour and the resource-based perspective, the purpose of this paper is to provide a well-supported explanation of how access to resources, defined as those controlled by the family context and not necessarily controlled by the student, changes attitudes, subjective norms and perceived control and, consequently, the entrepreneurial intentions of secondary students.

In contrast to traditional research methodologies, this study used a different approach based on primary survey data collected from secondary students to study future entrepreneurial intentions. Structural equation models were used in the empirical analysis.

Secondary students with more access to resources – financial and human capital – have stronger entrepreneurial intentions because they have more favourable attitudes and subjective norms, and greater perceived behavioural control. This study finds that cultural capital has no significant impact on entrepreneurial intention.

Key policy actions should increase access to resources for young people.

This study shows that the effect of access to resources on entrepreneurial intention is mediated by attitudes, social norms and perceived behavioural control. The results suggest that the relationship between access to resources and entrepreneurial intentions is more complex and nuanced than previously thought.

The purpose of the study was to apply the theory of planned behavior to predict Danish adolescents’ behavioral intention for healthy eating.

A cluster sample survey of 410 students aged 11 to 16 years studying in Grade 6 to Grade 10 was conducted in Denmark.

Perceived behavioral control followed by attitudes were the most important factors in predicting behavioral intention. Females and adolescents with a higher Body Mass Index were also found to have a stronger behavioral intention. Healthy eating was perceived to be beneficial and useful, and, to a lesser extent, interesting and desirable. Family, TV programs, and teachers were influential socialization agents.

The survey responses may be affected by a social desirability bias. The survey includes a non‐probability sample and results may not be generalized to all adolescents, even in Denmark.

The results may inform educators and policy makers in designing health communication interventions, particularly in making socializing agents aware of their role in fostering healthy eating behaviors in adolescents. As perceived behavioral control was the strongest predictor of behavioral intention, interventions and messages communicated to adolescents on healthy eating should aim to empower them with knowledge, ability and determination to eat more healthily.

The study uses a predictive, theoretical framework (TPB) to investigate healthy eating, whereas previous efforts among Danish adolescents have primarily used descriptive approaches.

This paper aims to examine the mediation role of behavioral intention in the relationship between attitude, subjective norm, perceived behavioral control and knowledge sharing behavior.

The study adopted a cross-sectional design to collect data used to carry out mediation analysis. Structural equation modeling was used to test for the mediation effect based on the theory of planned behavior.

The results reveal positive and significant relationships between attitude, subjective norm, perceived behavioral control and behavioral intention. There is a full mediation effect of behavioral intention between attitude, subjective norm, perceived behavioral control and knowledge sharing behavior. This implies that behavioral intention wholly processes planned behavior prediction.

The sample size was small, covering only two referral hospitals which affects the generalization of findings across all the hospitals in Uganda. The study was cross-sectional focusing on a one-off perception, which does not examine knowledge sharing behavior over time. This may necessitate follow-up studies in a longitudinal design to capture the trend of results.

Managers in referral hospitals should create opportunities for health professionals to enhance knowledge sharing behavior. Knowledge sharing practices should be embedded in the performance appraisal and reward systems which should promote positive knowledge sharing attitudes and norms and develop self-efficacy.

The study generates empirical evidence on less studied phenomena in the health sector focusing on behavioral intention mediation in predicting knowledge sharing behavior.

This study aims to explore the influence of casino servicescape on unplanned gaming behaviors by examining the mediating role of casino customers’ perceived behavioral control (i.e. perceived internal and external control).

Data were collected from 475 casino customers using street intercept survey. Multiple regression analysis was used to evaluate the mediating role of perceived behavioral control.

Results show a negative indirect effect of casino servicescape evaluation on customers’ unplanned gaming behaviors through perceived internal control. Moreover, casino customers’ perceived external control does not mediate the relationship between casino servicescape evaluation and unplanned gaming behaviors.

Findings suggest that a favorable casino servicescape may enhance customers’ perception of control over their personal resources (e.g. skills and knowledge), which in turn facilitate self-regulation of their unplanned gaming behaviors. The findings are limited to Chinese casino customers, and researchers should further validate the results for non-Chinese casino patrons.

To casino operators, results suggest that the Friedman-style casino design (i.e. compact gambling areas and low ceilings) potentially encourages unplanned gaming behaviors of casino customers. From social-policy perspective, governments can create effective responsible gaming programs by enhancing casino customers’ perceived internal control.

This study illuminates the process that connects casino servicescape with unplanned gaming behavior by explicitly testing the mediating role of customers’ perceived behavioral control. Moreover, it examines unplanned gaming behaviors of leisure gamblers who represent the mass gaming population.

The primary purpose of the current study was to examine how the presence of two digital ad features – an ad skip option and an ad time display, representing behavioral and cognitive control, respectively – might influence viewer response to in-stream video ads in terms of perceived control, reactance and advertising outcomes.

A 2 (Ad skip option: presence vs. absence) × 2 (Ad time display: presence vs absence) between-subjects experiment was conducted online with 217 participants recruited via Qualtrics.

The results of the online experiment show that the presence of the ad skip option and ad time display related to a higher level of perceived control, predicting lower ad intrusiveness and ad irritation and more favorable attitude toward the ad.

The findings confirm that an ad skip option and an ad time display could minimize negative responses to in-stream video ads by increasing perceived control and reducing viewer reactance.

The findings provide empirical evidence that multiple dimensions of control features (i.e. behavioral and cognitive) can increase perceived control and strengthen its impact on advertising outcomes.

Smart card-based E-payment systems are receiving increasing attention as the number of implementations is witnessed on the rise globally. Understanding of user adoption behavior of E-payment systems that employ smart card technology becomes a research area that is of particular value and interest to both IS researchers and professionals. However, research interest focuses mostly on why a smart card-based E-payment system results in a failure or how the system could have grown into a success. This signals the fact that researchers have not had much opportunity to critically review a smart card-based E-payment system that has gained wide support and overcome the hurdle of critical mass adoption. The Octopus in Hong Kong has provided a rare opportunity for investigating smart card-based E-payment system because of its unprecedented success. This research seeks to thoroughly analyze the Octopus from technology adoption behavior perspectives.

Cultural impacts on adoption behavior are one of the key areas that this research posits to investigate. Since the present research is conducted in Hong Kong where a majority of population is Chinese ethnicity and yet is westernized in a number of aspects, assuming that users in Hong Kong are characterized by eastern or western culture is less useful. Explicit cultural characteristics at individual level are tapped into here instead of applying generalization of cultural beliefs to users to more accurately reflect cultural bias. In this vein, the technology acceptance model (TAM) is adapted, extended, and tested for its applicability cross-culturally in Hong Kong on the Octopus. Four cultural dimensions developed by Hofstede are included in this study, namely uncertainty avoidance, masculinity, individualism, and Confucian Dynamism (long-term orientation), to explore their influence on usage behavior through the mediation of perceived usefulness.

TAM is also integrated with the innovation diffusion theory (IDT) to borrow two constructs in relation to innovative characteristics, namely relative advantage and compatibility, in order to enhance the explanatory power of the proposed research model. Besides, the normative accountability of the research model is strengthened by embracing two social influences, namely subjective norm and image. As the last antecedent to perceived usefulness, prior experience serves to bring in the time variation factor to allow level of prior experience to exert both direct and moderating effects on perceived usefulness.

The resulting research model is analyzed by partial least squares (PLS)-based Structural Equation Modeling (SEM) approach. The research findings reveal that all cultural dimensions demonstrate direct effect on perceived usefulness though the influence of uncertainty avoidance is found marginally significant. Other constructs on innovative characteristics and social influences are validated to be significant as hypothesized. Prior experience does indeed significantly moderate the two influences that perceived usefulness receives from relative advantage and compatibility, respectively. The research model has demonstrated convincing explanatory power and so may be employed for further studies in other contexts. In particular, cultural effects play a key role in contributing to the uniqueness of the model, enabling it to be an effective tool to help critically understand increasingly internationalized IS system development and implementation efforts. This research also suggests several practical implications in view of the findings that could better inform managerial decisions for designing, implementing, or promoting smart card-based E-payment system.