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This study aims to integrate the theory of planned behavior (TPB), norm activation model (NAM) and stimulus–organism–behavior–consequences theory (SOBC) with the moderators to investigate the main determinants of energy-saving behaviors as well as how group-level factors and media publicity significantly facilitate the energy-saving intention-behavior linkage among dormitory students in higher education institutions (HEIs).

A valid sample of 325 dormitory students resided in universities of Vietnam and a three-step analysis approach via SPSS 28.0 and AMOS 25.0 were used to test the hypothesized model.

This study yields that external stimuluses (subjective norms and perceived behavioral control) positively and strongly stimulate energy–energy attitude, while internal stimuluses (ascription of responsibility, awareness of consequences) arouse personal norms. Both internal and external stimuluses were found to have serially mediation effects on energy-saving behaviors via attitude toward energy saving, personal norms and energy-saving intention. Remarkably, group interaction and media publicity exert prominent positive moderation effects on the energy-saving intention–behavior relationship.

The findings of this research can be valuable for HEIs and policymakers to inspire university students’ energy conservation behavior for sustainable development goals.

This study contributed to the proenvironmental literature by adopting the SOBC paradigm that strengthens the integration of TPB and NAM models to explore the main determinants of dormitory students’ energy-saving behaviors, explain the underlying mediation mechanisms of organisms and behavioral responses and illustrate the moderation role of group-level factors and media publicity.

Littering has been identified as a significant social issue in India that has negative impact on the environment as well as public health. Social marketing is a powerful tool for changing and sustaining pro-environmental behaviors, but so far no research has been found on the application of social marketing on changing littering behavior in India. This paper aims to integrate the two widely used social marketing models, health belief model (HBM) and theory of planned behavior (TPB), with an extra factor, environmental factors, in a holistic model to understand and predict anti-littering behavior in India.

In total, 750 individuals were interviewed at 34 locations across the states of New Delhi and Punjab (India) in a field survey. For data analysis, confirmatory factor analysis and structural equation model techniques in AMOS 21.0 have been used.

The results of the study suggest that the perceived benefits and perceived barriers have a significant direct effect on the attitude toward anti-littering behavior. No direct impact of perceived threat has been found on attitude toward anti-littering behavior. The results also confirm the role of attitude, subjective norms and self-efficacy in influencing the anti-littering intention with attitude and subjective norms having a greater impact on intention as compared to self-efficacy. Furthermore, the results also highlight that the environmental factors and intention carry more weights than perceived behavioral control in influencing anti-littering behavior. Recognizing the importance of sequential mediators in the present study, the results of the serial mediation analysis revealed that attitude and intention sequentially mediate the path linking perceived benefits, perceived barriers and anti-littering behavior.

To the best of the authors’ knowledge, the current study in terms of theory building appears to be the first to integrate social marketing models HBM and TPB to explain and understand not only anti-littering behavior but also for setting a platform of behavior change in a larger context.

This study aims to have a holistic understanding of psychological determinants of consumers' e-waste recycling behavior to promote sustainable post-consumption behavior through end-of-life electronic products exchange (EEPE) program.

The study integrated additional cognitive and noncognitive factors within the Theory of Planned Behavior. Data were collected from 334 participants who were purposively recruited from well-known online retailers in an emerging market, with the data analyzed using structural equation modeling.

The results provide some fresh insights, such as the significant positive influence of recycling habits, economic benefits and attitudes toward nudging on EEPE, with a distinct serial mediation link from recycling habits to EEPE behavior.

This study highlights some relevant sustainable marketing strategies including the integration of nudging and habits as behavioral interventions for promoting e-waste recycling.

The originality of this study relates to (1) testing the significance of nudging in promoting sustainable postconsumption behavior and (2) revealing a serial mediation effect of recycling habits on EEPE behavior via attitude toward e-waste recycling and EEPE intention.

In marketing, most research on intention–behavior consistency (IBC) is dedicated to improving the predictive ability of stated intentions for future behaviors, with relatively less exploration into the precursors of IBC, especially those linked to regular durable goods void of ethical consumption characteristics. This study aims to focus on the antecedents of IBC for such products, specifically examining category-level and product-level IBC in light of consumer knowledge.

The authors conducted a two-round survey to collect 3,560 Chinese consumers' vehicle purchase intentions and behaviors. The authors have also leveraged a large vehicle database (containing detailed vehicle attribute information) to measure consumer product knowledge (i.e. product judgment accuracy). A trivariate probit model was proposed to account for the potential selection bias arising from sample attrition while examining the effects of consumer knowledge on category- and product-level intention-behavior consistency.

Findings reveal that 47% of the participants displayed category-level IBC, and within this group, a further 39% exhibited product-level IBC. Notably, product knowledge, manifested as accurate product judgment, correlates negatively with category-level IBC but positively with product-level IBC. Intriguingly, the negative association between inaccurate judgment and product-level IBC is less pronounced for consumers overestimating the target product than for those underestimating it. Furthermore, consumers with direct experience are less prone to show category-level IBC, but are more inclined to display product-level IBC.

Vehicle marketers should prioritize consumers who show interest in their products but possess inaccurate knowledge, to retain whom companies can nurture their product knowledge. As for consumers with accurate knowledge, companies should try to expedite their purchase. Vehicle marketers also need to devise suitable advertising strategies to prevent consumers from undervaluing their products. For those overestimating competitors' products, companies can provide information to correct their overestimation and draw attention to possible confirmation biases. Vehicle marketers should encourage potential buyers who have shown interest in their product to participate in test-drive events, exhibitions, and other direct experience opportunities. Yet, for consumers still in the “whether-to-buy” decision-making phase, companies should not rush them into a test drive.

In the policy-making realm, governmental administrators can implement extensive consumer education programs, with a focus on the importance of product knowledge. This may involve providing consumers with accurate information and buying guides through various channels, which can help consumers make informed purchase decisions. Moreover, to foster healthy competition among vehicle companies, governmental administrators can establish regulations that require vehicle companies and other relevant industries to provide accurate and transparent product information, including performance, safety, and environmental aspects. Finally, in order to protect consumer rights, governmental administrators can also strengthen regulations to ensure fair treatment and safeguards for consumers throughout the purchasing process. This includes cracking down on false advertising and fraudulent practices, maintaining market order, and enhancing consumer confidence and purchase consistency.

This study is among the first attempts to examine the relationship between consumer knowledge and intention-behavior consistency, especially for regular durable products void of ethical consumption characteristics. Responding to the call of previous literature (e.g. Morwitz, 1997), the authors distinguish between and examine two forms of intention-behavior consistency simultaneously (using a sample selection model) and obtain more reliable conclusions. Moreover, the study's large-scale two-round survey had obtained individual-level purchase behavioral outcomes, which allowed the authors to measure each consumer's IBC at both category and product levels. More importantly, the authors show the opposite effects of consumer knowledge on the two forms of intention-behavior consistency.

This study aims to explore the determinants of environmental knowledge sharing behaviour among accounting educators through the lens of an extended theory of planned behaviour (TPB).

A total of 95 accounting educators responded to a questionnaire survey. The data comprising information on attitude, subjective norm, perceived behavioural control, possession of environmental knowledge and locus of control, as exogenous latent variables and intention to share and environmental knowledge sharing behaviour as endogenous latent variables, were analysed using the SmartPLS modelling technique. Besides the survey, interviews were conducted for triangulation purpose.

Except for subjective norm, all hypotheses are supported. The findings from the interviews reveal that environmental knowledge sharing activities have put educators in a peculiar position in terms of sharing environmental knowledge, as carrying out environmental activities has not been taken seriously and also seen as not the norm among the faculty members.

This study focuses on accounting educators from five Malaysian public universities and deepens the understanding of their behaviour in sharing their environmental knowledge.

This study provides findings that can be useful for higher education institutions to strategize themselves in delivering environmental sustainability awareness in campus, which may enhance their efforts towards achieving sustainable development.

This study provides findings that there is a need to inculcate environmental knowledge sharing among educators. Such knowledge sharing may generate good environmental norms, which may result in better environmental awareness.

This paper contributes to the literature by exploring the main determinants of accounting educators’ environmental knowledge sharing behaviour and extending the TPB by considering two additional variables.

The purpose of this study is to explore the antecedents and their impacts on behaviors toward agro-tourism by proposing a theory of green consumption behavior.

Based on a review of the literatures and collection of 471 usable responses, the study is conducted through partial least squares structural equation modeling method using SmartPLS 3.3.3.

Findings of the study have revealed that carbon mitigation attitude, energy saving norms, perceived hygiene value and agro-tourist spot visit intentions significantly influence agro-tourist spot visit behavior. Furthermore, the study has suggested that agro-tourist spot visit intentions partially mediate the strength of the relationship between carbon mitigation attitude, energy saving norms, perceived hygiene value and agro-tourist spot visit behavior.

The study findings may be useful to encouraging agro-tourism managers of understanding antecedents of customer’s behavior and formulating business strategies influencing behaviors toward agro-tourism, coping with competitive business environment and environmental sustainability.

The study has presented a unique case discovering what antecedents are influencing customers’ green consumption behavior (agro-tourist spot visit behaviors) and how that behavior contributes to sustainable communities and cities development. Furthermore, the study has provided important insights for industry professionals by integrating carbon mitigation attitude, energy saving norms, perceived hygiene value and agro-tourist spot visit intentions in examining agro-tourist spot visit behavior.

The purpose of this paper is to explore technology acceptance and use behavior of IS innovations by entrepreneurs. To measure the perception of IS innovations by entrepreneurs the authors review unified theory of acceptance and use of technology and the entrepreneurial potential model, empirically compare the two models, develop a new model that integrates elements from the two models, and then empirically validate the new model (technology adoption decision and use (TADU)) in a technology acceptance context.

The data used to test the hypothesis are collected from 1,200 entrepreneurs in Malaysia. The research model was analyzed using structural equation modeling.

The results indicate that perceived desirability and perceived feasibility have significant effects on entrepreneurs’ intention to adopt and use innovations. Propensity to use is an important factor that has a significant effect on individual behavior. The precipitating events that happen in the time lag between intention and behavior will disrupt entrepreneurs’ inertia and induce a change in their behavior, encouraging them to seek the best opportunity available.

Understanding the individual, technological, and environmental factors that significantly affect IT adoption behavior can support policy makers in providing guidance on the adoption and usage of IT innovations by entrepreneurs.

This study proposes a TADU model with six core determinants of intention and usage – perceived desirability, perceived feasibility, performance expectancy, effort expectancy, social influence and facilitating conditions and two new moderators, precipitating events and the propensity to act.

Intentions are often included in service research, but researchers have paid little attention to a discussion in psychology in which different intention constructs are distinguished. This study is based on the belief that different intention constructs capture different aspects of the customer's assessments of his or her future repatronizing behavior – and that intentions measures based on different intention constructs are not equally correlated with firstly, the customer's global evaluation of the supplier, such as satisfaction, and secondly, his or her overt repatronizing behavior. The specific purpose is to examine if such variation is at hand in with regards to two specific intention constructs: intentions‐as‐expectations and intentions‐as‐wants.

A first questionnaire was used to collect data on satisfaction and intentions in a restaurant setting, and a second questionnaire – distributed to the respondents one month after the first questionnaire – captured behavioral data. These data were used to assess associations between the main variables (satisfaction, intentions, and behavior).

The analysis shows that the two intention constructs produced different strength in the association with customer satisfaction and with repatronizing behavior. In addition, the findings suggest that the two constructs are characterized by different levels of assessment volition, and this also serve as our main explanation of the results.

The findings imply that service researchers should pay careful attention to how intentions are conceptualized and operationalized, because an incautious selection of one intention construct over another may affect the role of intentions as mediators of the link between satisfaction and behavior.

This research is on the study of the variables which have bearing on behavioural aspects of food wastage in Qatar. As about 30% of food is being wasted in Qatar, despite the fact that 90% of food consumption is imported, the problem has now drawn national importance.

This research adopts positivist paradigm, and Ajzen's theory of planned behaviour (TPB) provides the theoretical foundation. Questionnaire survey has been used to collect data from the consumers in Qatar (n = 212), based on convenience sampling, and the tool used for analysis is structural equation modelling (SEM) using partial least square method (PLSM).

Out of the five hypotheses being tested, four have been supported, which have led to the drawing of the implications and suggestions to reduce or even avoid food wastage. The study has revealed that both attitude and perceived behavioural control act as significant predictors of intention to avoid food wastage, which in turn is the predictor of food wastage behaviour. In addition, it is also revealed that perceive behavioural control is a direct predictor of food wastage behaviour.

More research may be required to further investigate why Qatari consumers have not been influenced by subjective norms on their intention to avoid food wastage.

The suggestions have been drawn to the concerned authorities in Qatar to consider as measures of food waste minimization.

Theoretically, the research provides an empirical proof to Ajzen's TPB in the context of food wastage management.

An attempt has been made to study the food wastage behaviour of the residents of Qatar so that the antecedents of food wastage behaviour can be identified and remedial actions may be taken to reduce food wastage.

There were numerous models that were developed with the explicit purpose of predicting the information system (IS) adoption behaviour. However, these models are criticized for the fact that they do not accurately capture the effect of external factors (unforeseen events) on individual intention, which may inhibit the act of adopting and using IS. The purpose of this paper is to investigate these external factors among entrepreneur(s) and measure how the individual's propensity to use affects the adoption and use of IS innovation. This paper will also attempt to investigate the key determinants of the adoption of IT innovation among entrepreneurs in Klang Valley, Malaysia.

Based on the research model, a questionnaire was developed, and data collected from entrepreneurs based in Klang Valley Malaysia. In all, 326 responses were collected, and the research model was applied using the structural equation modelling technique.

The performance expectancy and the propensity to act are salient determinants of behavioural intention to adopt and use IS innovation. An individual's pervasive decision to use IS innovations are strong factor that influences individual intention and behaviour prediction. Furthermore, precipitating events were determined to be the underlying factor that influences the behavioural intention for an adopter to actually adopt IS innovation(s). The finding(s) demonstrates that the probability of an intention actually translating into actual usage is higher if the precipitating events occur in their respective businesses.

It is important to evaluate this study's results and contributions in light of its limitations. This is an initial test for this model, and it should be subjected to further testing and refinement, particularly with regards to the precipitating events construct. One should be aware that an entrepreneur is exposed to various events and challenges that could involve their personal, family, career, and business life. Certain events related to these factors would impact the entrepreneurs differently, which might require different coping mechanisms. Future research should focus on the precipitating events related to their personal, family, career and business life, and which of these precipitating events are most prominently affecting their decision to actively use IS innovation.

End-users, particularly, as this study reveals, do prefer new IS innovation, but they may not use it as often. Thus, developers and or inventors of IS innovation need to understand factors that can influence users’ decision to adopt and use IS innovation. As for entrepreneurs, understanding factors that influence them to use IS innovation would enhance their sense on the relative importance of using the system. Furthermore, this study provides evidence concerning the role of precipitating events, which encourages or inhibits entrepreneurs towards IS related innovation adoption behaviour. This study makes clear that government policy and environmental factors, as well as work situation significantly influences an entrepreneur's intention in using IS innovation.

This study extends the Unified Theory of Acceptance and Use of Technology (UTAUT). Some aspects of the Entrepreneurial Potential Model are incorporated into UTAUT, with the express purposes of capturing external variables. Additionally, the role of the volitional aspect of an entrepreneur's intention towards IS innovation are also taken into due consideration. This model assist the researchers in measuring the effect of pervasive decision and external factors on technology acceptance, and will provide essential information that explains the promotion of IS innovation adoption, usage and hindrance.