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Despite the popularity of gig employment amid the changing business landscape, gig scholarship is somewhat limited and the untold reality about gig is yet to be fully revealed. This study aims to critically address the nature of gig employment, its ambiguities, evolution, theoretical premises and the appropriate future road ahead.

This paper adopts a dual analytical approach – bibliometric and thematic analyses. After incorporating the exclusion–inclusion criteria, the authors identified 2,135 articles for the bibliometric analyses by using VOSviewer. Additionally, for the deep-delving synthesis, the authors conducted thematic analyses following Braun and Clarke (2006), based on 351 papers.

The findings revealed that gig work, in its different forms, is emerging as an alternative work arrangement with respect to the future of work. This study also identified multilevel perspectives of gig employment along with its holistic nomological network. Finally, this study offers some critical research directions that should help enhance the theoretical and practical strengths of this nascent scholarship in future.

The review findings are limited in nature owing to the paucity of quality research papers published in the said domain.

The paper brings more clarity to what gig is and isn’t, along with its critical perspectives from multilevel lenses.

This paper identifies critical perspectives related to gig work and suggests appropriate directions for future gig work related scholarship.

The purpose of this study is to investigate the determinants of behavioral intention to use smartphone diet applications within the emerging market. Specifically, it focuses on the Privacy Calculus Model constructs, encompassing perceived risk and perceived benefit, as well as the pivotal elements of trust and self-efficacy. It also explores the moderating influence of experience on the influencing factors and intention to use a diet application.

In a survey with 572 respondents, data analysis was conducted using partial least squares (PLS) structural equation modeling.

The findings reveal that perceived risk exerts a significant negative influence on behavioral intention. Conversely, perceived benefit, trust and self-efficacy exhibit a positive impact on behavioral intention. Moreover, the study delves into the moderating role of users' experience, which is found to significantly influence these relationships, suggesting that user experience plays a pivotal role in shaping the adoption dynamics of diet applications.

The limitations of this study may include the sample size and the specific focus on the emerging market of Saudi Arabia. The implications of the findings are relevant for scholars, developers, marketers, and policymakers seeking to promote the use of smartphone diet applications.

This study adds value by exploring the determinants of behavioral intention in the context of smartphone diet applications, and it is a first attempt to test the moderating role of users' experiences, providing valuable insights for various stakeholders in the field.

This study aims to identify the impact of drivers of citizens’ e-loyalty on e-government services. This study focused on the impact of e-service quality (e-SQ) on e-loyalty, mediated by e-trust. In addition, the study examined the moderating role of system anxiety.

To accomplish the study’s objectives, a self-administered questionnaire was created to collect data, and the sample size was chosen to align with the requirements of the structural equation modeling (SEM) approach. Out of the distributed questionnaires, 532 were deemed valid and suitable for analysis in this research. Data screening was performed, and no questionnaires were excluded from the analysis.

The study findings underscore the significance of enhancing e-SQ for improved trust, satisfaction and engagement in e-government initiatives. Decision-makers should prioritize streamlined processes, user-friendly interfaces and responsive support. Crucial elements for fostering trust include transparency, accountability and data security. Personalized services, citizen engagement and continuous feedback evaluation contribute to citizen satisfaction and loyalty. Addressing system anxiety is vital through clear instructions and accessible support. Implementation of these recommendations is expected to lead to successful e-government initiatives and increased e-service adoption. The study highlights the importance of maintaining high e-SQ standards, trust-building measures and adopting a holistic approach for sustained positive user experiences in government e-services.

This study found a significant positive influence of e-SQ on e-loyalty showing a strong positive correlation between e-SQ, e-loyalty and e-service. Statistical analysis reported a significant positive mediating role of e-trust in the relationship between e-SQ and e-loyalty. Moreover, system anxiety exhibited a strong significant negative moderating role on the relationship between e-SQ and e-trust.

Practical implications of the study emphasize the importance of improving e-SQ, enhancing transparency, strengthening security measures, adopting user-centric design principles and continuously evaluating and improving e-services. By implementing these recommendations, decision-makers can foster trust, satisfaction and improve engagement and adoption of e-government initiatives in the Jordanian context as a developing country.

The study explores the factors influencing citizens’ loyalty to e-government services in Jordan, acknowledging the unique challenges faced by the country as a developing nation. It focuses on understanding these factors within the Jordanian context, where e-government initiatives are increasingly implemented to enhance public services and governance. The research investigates the mediating role of e-trust and the moderating effect of system anxiety, providing valuable insights into the drivers of citizens’ loyalty.