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The purpose of this study is to investigate the impact of mobile self-efficacy on personal digital archiving (PDA) practices of undergraduate students.

This study used a quantitative research design for achieving the objectives. The population consisted of undergraduate students from public sector universities (the top five) of Punjab, Pakistan, listed in the Higher Education Commission recognized general universities. The data were analysed by using SmartPLS, mobile self-efficacy was the independent variable that consisted of two constructs (basic mobile phone operations and using the internet and emails). PDA practices was the dependent variable (information backup, clearing and deleting).

The analysis consisted of two major parts: first the assessment of measurement model and second the structural equation modelling analysis. A significant impact of mobile self-efficacy (basic mobile phone operations, using internet and email) was found on all the sub-constructs (information backup, information clearing and information deleting) of PDA practices. However, using internet and email has no significant impact on the information clearing practices of undergraduate students of Pakistani universities.

This study is a valuable addition to the extant literature because no comprehensive research has been carried out on the impact of mobile self-efficacy and PDA through mobile phones. It also contributes theoretically in the form of the development of a validated instrument on mobile-based PDA. Additionally, it possesses practical value for information literacy instruction programs.

The purpose of this paper is to develop and empirically test a model that examines the relationship between post-adoption self-efficacy, satisfaction, and loyalty in the usage of mobile shopping applications.

A structured questionnaire was used to collect data from respondents who had used mobile shopping applications to make purchases. Data analysis was done using partial least square structural equation modelling.

The results show that self-efficacy and satisfaction have a positive impact on continuance intention; however, the same may not lead to advocacy. The results also show that some antecedents of self-efficacy and satisfaction at the post-adoption stage differ from the pre-adoption intention stage.

The findings of the study provide a better understanding of the factors likely to influence loyalty among customers using mobile shopping applications. The findings also provide valuable insights into the factors that e-retailers need to focus to build self-efficacy among their customers using mobile interface.

The contribution of the paper lies in eliciting the differences between customer choice model at the pre-adoption and post-adoption stage for mobile shopping. Furthermore, the study demonstrated the role of a cognitive factor of self-efficacy in loyalty at the post-adoption stage that is pre-dominantly researched with affective factor of satisfaction.

The purpose of this study is to explore the relationship between mobile self-efficacy and personal information management (PIM) practices through mobile phones and smartphones, and additionally, to explore the challenges of using a smart device for PIM.

This study followed Preferred Reporting Items for the Systematic Review and Meta-analysis (PRISMA) guidelines to achieve the objectives. A comprehensive search strategy, inclusion criteria and exclusion criteria were formulated in light of PRISMA guidelines. The data were collected from different scholarly repositories, databases and core journals of PIM. The studies were included after four steps, i.e. identification, screening, eligibility and inclusion of studies.

Findings revealed that there was a positive relationship between mobile self-efficacy and PIM via mobile phones. People used two techniques for finding and re-finding information via mobile phones/smartphones. These techniques include browsing and searching information. People send information, share with others and save in draft folders to emails in mobile phones/smartphones for keeping information for future use. They organize their personal information in folders and use different applications such as Evernote, Google Calendar, alarm and organizer. They uninstall and update mobile applications with new versions, clear phone call history and backup personal information to desktop devices and cloud services to maintain personal information. PIM via mobile phone/smartphone challenges were also identified. These challenges were classified as information related challenges, technical challenges, mobile phone adaptability challenges and miscellaneous challenges.

This study will help library professionals and decision makers to devise information literacy instruction programs according to the users' needs. The results of this study will also open new horizons for system designers to devise mobile-based PIM tools according to users' needs.

Although, smartphones have facilitated users to keep their personal information, nonetheless, less has been investigated about factors affecting personal information management (PIM) practices. Therefore, this study aims to investigate how personal innovativeness, perceived ease of use (PEOU) and mobile self-efficacy affect PIM (e.g. finding/re-finding, keeping, organizing and maintaining) practices.

Quantitative research design was used in this study. The authors collected data from 222 students of information management from public sector universities using a questionnaire. PLS modeling technique was used to analyze data.

The authors noted that personal innovativeness significantly impacts finding/refinding information, whereas it insignificantly affects keeping, organizing and maintaining information practices. In addition, smartphone PEOU significantly influences information finding and refinding, information keeping and organizing information, whereas insignificantly influences information maintaining. Moreover, mobile self-efficacy was noted to be significantly associated with finding and refinding information, information keeping, information organizing and information maintaining.

This research is an important contribution to the body of existing literature, as it proposed an integrated model based on constructs extracted from Technology Acceptance Model (TAM), Social Cognitive Theory, personal innovativeness and PIM. This study also has practical significance because the findings of this study would be helpful for smartphone application developers and LIS school directors to design programs for information literacy.

This paper aims to examine the mediating role of relational mobile usage on the relationship between personal values (individualism, collectivism and academic self-efficacy) and organizational citizenship behavior (OCB) among the faculty members of higher education/degree-awarding institutes (DAIs) in Pakistan. The paper also examines the moderating role of gender on the relationship between relational mobile usage and OCB.

Cross-sectional data from 217 faculty members of higher education/DAIs in Pakistan were collected through an online questionnaire. Structural equation modeling technique using SmartPLS was used to assess the measurement and structural model. Statistical Package for the Social Sciences (SPSS) version 21 was used for data normality analysis, missing value analysis and variable calculation. Response and non-response bias were also examined.

The findings confirmed that individualism was not significantly related to relational mobile usage; however, collectivism and academic self-efficacy were significantly related to relational mobile usage. The relationship of relational mobile usage and OCB was also significant. The mediating role of relational mobile usage on the relationship between individualism and OCB was not significant; however, the mediating role of relational mobile usage between collectivism and OCB, and academic self-efficacy and OCB was significant. The moderating role of gender on the relationship between relational mobile usage and OCB was also significant.

DAIs’ administration should strive to encourage individuals to value group priorities over the individualistic interests. Valuing group interest over the individualistic interest would promote the usage of mobile technology for relational purpose. This relational perspective of mobile usage will ultimately develop OCB among individuals. Also, academic self-efficacy through relational mobile usage can lead to OCB; therefore, another important policy implication for the administration of DAIs is to develop academic self-efficacy among the stakeholders of the institutions.

Although OCB has become a theoretically mature concept, the framework proposed for this study has rarely been discussed in previous scholarships, particularly from the perspective of relational mobile usage. Arguably, this study is the first in testing the mediating role of relational mobile usage between the personal values and OCB within the context of academia in Pakistan.

The purpose of the study is threefold: first, to identify what factors influence mobile users' willingness of news learning and sharing, second, to find out whether users' learning in the news platforms will affect their sharing behavior and third, to access the impact of sharing intention on actual sharing behavior on the mobile platform.

This study proposes an influence mechanism model for examining the relationship among the factors, news learning and news sharing. The proposed mechanism includes factors at three levels: personal, interpersonal and social level. To achieve this, researchers collected data from 474 mobile news users in China to test the hypotheses. The tools SPSS 26.0 and AMOS 23.0 were used to analysis the reliability, validity, model fits and structural equation modeling (SEM), respectively.

The findings indicate that news learning on the mobile platforms is affected by self-efficacy and self-enhancement. And news sharing intention is influenced by self-efficacy, interpersonal trust, interpersonal reciprocity, online community identity and social norms positively. News sharing intention has a significant effect on news sharing behavior, but news learning has an insignificant relationship with new sharing.

This study provides practical guidelines for mobile platform operators and news media managers by explicating the various factors of users' engagement on the news platforms. This paper also enriches the literature of news learning and news sharing on mobile by the integration of two theories: the social ecology theory and the interpersonal behavior theory.

This study aims to explore the opportunity offered through mobile learning (m-learning) to tourism education in the developing country context. To achieve this aim, the antecedent impact of self-efficacy and the moderator role of innovativeness on the attitude and intention to adopt m-learning have been investigated using the technology acceptance model (TAM).

A survey of 176 participants from three prominent tourism education institutes in Dhaka, Bangladesh, has been conducted. Partial least squares-based structural equation modeling (PLS-SEM) has been used to analyze the data.

While the findings confirmed the antecedent effect of self-efficacy on the intention to adopt m-learning, the moderating effect of innovativeness was not found to be as significant for the attitude-intention link.

Data have been collected only from one country and from current tourism students. Future studies on several developing countries with different potential users would bring more in-depth insights.

Tourism education institutes need to focus on students’ self-efficacy to build a positive attitude and behavioral intention toward m-learning when launching mobile-based education services.

The study provides theoretical underpinnings enabling tourism educators to better understand tourism students’ behavioral intention to use m-learning, in particular in the developing country context. By applying TAM to tourism education to examine the effects of students’ self-efficacy and innovativeness, a better explanation of the adoption of m-learning in tourism education is provided.

Mobile handheld e-readers, such as the iPad and Kindle, have gained increased attention in schools and are becoming useful as a tool to attract students to learn and read. Although the benefits of mobile learning are clear, few studies have delved into the specific factors impacting the adoption and use of e-readers among elementary students. Moreover, the question of whether learning with e-readers can enhance reading comprehension remains unanswered. Given these facts, the study has a dual purpose. In order to explore the above-mentioned factors, the authors base the proposed research model on the task-technology fit (TTF) and self-efficacy theories, along with the technology acceptance model. Second, the authors examine the relationship between reading with e-readers and reading comprehension. The paper aims to discuss these issues.

A sample of 60 third grade children participated in the study. The reading material used in this research was an e-book edition of the Chinese printed storybook Missing Grandmother. The causal model was validated using SmartPLS 2.0. In addition, this research used the SPSS statistical software package (SPSS for Windows, 17.0) to conduct a t-test and analysis of variance with a confidence level of 95 percent.

All eight study hypotheses were supported. The results indicate that TTF and mobile learning self-efficacy have the most significant influence on intention to learn with e-readers. The authors also found that children’s reading comprehension is enhanced in an e-book reading group. The analysis revealed no gender differences in reading comprehension.

This study explored factors which increase children’s intention to learn with e-readers. The proposed model helps the authors to understand the influence of mobile learning self-efficacy, perceived usefulness, perceived ease of use, and TTF on this intention. The authors also compared e-books and p-books in regards to usability and found that e-book reading can improve third grade children’s reading comprehension. The authors found no gender differences in either the p-book reading group or the e-book reading group.

The purpose of this paper is to ascertain the determinants of mobile app stickiness (MASS) in emerging economies.

The study proposes a research model about how perceived interactivity (PI), perceived value, flow and self-efficacy influence MASS. The proposed model is then assessed in partial least square structural equation modeling using a survey sample of 587 mobile app users in India. Follow-up in-depth interviews are conducted to corroborate with statistical findings.

PI does not exert a significant direct influence on MASS. Rather, it is through perceived hedonic and utilitarian values and flow, which magnifies MASS. Also, mobile app users in emerging economies perceive an app to be interactive based on the app’s higher degrees of connectedness, non-verbal information and responsiveness, and not so much as reciprocity and control.

Besides the demographic and geographic limitations of the sample, the study emphasizes only the positive cursors of MASS, such as value and loyalty benefits. It presents a future scope to empirically examine stickiness using negative cursors, such as identity theft, stress and health issues.

The study serves as a potential landscape for mobile app developers, consultants and service providers to identify unique daily-life requirements for mobile apps in emerging economies.

The study creates a case for the mobile-commerce industry to consider socio-economic and socio-environmental factors while developing mobile apps for emerging economies.

Given the recent growth of mobile devices, services and broadband connectivity in emerging economies, this study provides a new perspective about different factors leading to MASS.

Mobile learning has emerged as one of the main methods for training and academic activities in the present era. It is, also, highly relevant in the wake of the COVID-19 pandemic whereupon digitization of mobile learning has made it possible for many students to continue with their education. This study investigated attitudes and intentions towards the adoption of mobile learning in vocational education.

This is a quantitative study based on cross-sectional empirical data. In targeting vocational students throughout Pakistan, the study used a survey questionnaire with a convenience sampling method. From the responses to the questionnaire, 320 samples were used to obtain the study outcomes.

The structural equation modeling’s (SEM) findings reveal that learning autonomy (LA), mobile device self-efficacy (MDSE), task-technology fit (TTF), perceived ease of use (PEOU), perceived usefulness (PUS) and perceived enjoyment (PE) have a positive and significant effect on mobile usage attitudes (MUA) and intentions to adopt mobile learning (ITAML). Moreover, this study’s findings confirm, also, MUA’s predictive power on ITAML.

Further, this study’s findings encourage individuals to use mobile devices to properly promote knowledge in society. In addition, this study’s findings support vocational institutions’ operators’ and policymakers’ development of online education and training strategies to resist the complications arising from the transmission of COVID-19. Moreover, this study’s findings open new doors when conducting similar research studies on students’ perceptions and learning behaviors.

The empirical investigation of attitudes and intentions to adopt mobile learning in the context of COVID-19 helps potential adopters to test the likely behaviors.