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The purpose of this paper is to investigate the sources of self-efficacy that researchers rely on when using social media for knowledge sharing and to explore how these sources impact their use.

The study employed 30 semi-structured interviews with researchers at a major Scottish university. The authors analysed the interview transcriptions using directed content analysis.

The researchers relied on the four sources of self-efficacy proposed by Bandura (1977) when using social media for knowledge sharing. These sources lead researchers to use social media effectively and frequently for sharing knowledge, although some may discourage its use.

It extends the self-efficacy integrative theoretical framework of Bandura (1977) by presenting the relative amount of the influence of these sources for researchers to share their ideas, experiences, questions and research outputs on social media. While the participants included academic staff, postdoctoral researchers, and PhD students, the majority were PhD students.

The findings can help universities understand how to promote productive use of social media. For example, academic staff who have high personal mastery experience could mentor those who do not.

This is the first known study to investigate the sources of self-efficacy that impact researchers’ use of social media for knowledge sharing.

The purpose of this paper is to examine hypothesized links between the Dana Center Mathematics Pathways’ (DCMP) Foundations of Mathematical Reasoning curriculum and the four hypothesized sources of self-efficacy. The sample of developmental mathematics students who were taught with a curriculum that incorporates active and collaborative learning reported increased ratings on social persuasions from the beginning to the end of the semester.

The study examines changes in the four sources of self-efficacy. Students completed a pre- and post-survey. Non-parametric methods were conducted to measure changes.

The paper provides empirical insights into changes in the four sources of self-efficacy with the implementation of a new curriculum in developmental mathematics classrooms. Students in the DCMP Foundation course increased their ratings on social persuasions and mastery experiences and decreased their ratings on physiological states. The largest proportion of variability in the four sources that was accounted for by course grade was mastery experiences followed by vicarious experiences, social persuasions and physiological states.

A control group was not included. Therefore, comparisons between students enrolled in the intervention course and a traditional course were not possible.

An implication of the study is that a curriculum that has an emphasis on face-to-face communication with collaborative learning activities might be linked to more positive measures of the sources of self-efficacy.

This paper fulfils a need to study how the implementation of an alternative curriculum in developmental mathematics classrooms can be linked to students’ self-efficacy.

Professional service firm (PSF) performance depends on the accumulation and application of specialist knowledge to find customised solutions to customer problems. However, available research has not examined whether knowledge acquired from external sources affects PSF outcomes by strengthening professionals’ beliefs rather than only by increasing technical competency. Drawing on self-efficacy theory, this study tests a model that links the quality of content acquired from external sources and the credibility of those sources to professionals’ self-efficacy and, in turn, to PSF outcomes (solution quality and firm performance). In particular, this paper aims to consider the case of professional content exchanged through professional social media.

A cross-sectional research design was applied. Data were collected from a sample of 208 accountants, auditors and lawyers who used professional social media and were analysed using covariance-based structural equation modelling.

When accessing professional content from external sources, source credibility and content quality are significant antecedents of professionals’ self-efficacy, which, in turn, has positive effects on PSF outcomes (solution quality and PSF performance).

Self-efficacy plays a key role in the link between knowledge acquired from external sources (professional content) and PSF outcomes.

This study provides recommendations and actionable insights for PSFs, professionals and other actors who create and exchange professional content. Professional associations may also take an active role by contributing and sharing credible and high-quality content, using, for example, professional social media.

This paper advances the current understanding of the effects of professionals’ access to content from external sources on PSF outcomes. It provides an explanation of these effects based on the enhancement of professionals’ beliefs instead of their technical competencies, as indicated in previous research. In addition, it is the first research effort to consider professional social media as a communication channel to exchange content that affects the self-efficacy of PSF professionals.

Digital libraries and social media are two sources of online information with different characteristics. The purpose of this paper is to integrate self-efficacy into the analysis of the relationship between information sources and decision making, and to explore the effect of self-efficacy on decision making, as well as the interacting effect of self-efficacy and information sources on decision making.

Survey data were collected and the partial least squares structural equation modeling was employed to verify the research model.

The effect of digital library usage for acquiring information on perceived decision quality (PDQ) is larger than that of social media usage for acquiring information on PDQ. Self-efficacy in acquiring information (SEAI) stands out as the key determinant for PDQ. The effect of social media usage for acquiring information on PDQ is positively moderated by SEAI.

Decision making is a fundamental activity for individuals, but human decision making is often subject to biases. The findings of this study provide useful insights into decision quality improvement, highlighting the importance of SEAI in the face of information overload.

This study integrates self-efficacy into the analysis of the relationship between information sources and decision making, presenting a new perspective for decision-making research and practice alike.

The purpose of this paper is to investigate sources of self-efficacy for researchers and the sources’ impact on the researchers’ use of social media for knowledge sharing. It is a continuation of a larger study (Alshahrani and Rasmussen Pennington, 2018).

The authors distributed an online questionnaire to researchers at the University of Strathclyde (n=144) and analysed the responses using descriptive statistics.

Participants relied on personal mastery experience, vicarious experience, verbal persuasion and emotional arousal for social media use. These elements of self-efficacy mostly led them to use it effectively, with a few exceptions.

The convenience sample utilised for this study, which included academic staff, researchers and PhD students at one university, is small and may not be entirely representative of the larger population.

This study contributes to the existing literature on social media and knowledge sharing. It can help researchers understand how they can develop their self-efficacy and its sources in order to enhance their online professional presence. Additionally, academic institutions can use these results to inform how they can best encourage and support their researchers in improving their professional social media use.

Researchers do rely on their self-efficacy and its sources to use social media for knowledge sharing. These results can help researchers and their institutions eliminate barriers and improve online engagement with colleagues, students, the public and other relevant research stakeholders.

For half a century, psychologist Albert Bandura has worked to advance a cognitive interactional model of human functioning that emphasizes the role of cognitive and symbolic representations as central processes in human adaptation and change. In his seminal 1977 publication, Bandura emphasized that these representations – visualized actions and outcomes stemming from reflective thought – form the basis from which individuals assess their personal efficacy. An efficacy belief, he contended, is the “conviction that one can successfully execute the behavior required to produce the outcomes” one desires (p. 193). Efficacy beliefs serve as the primary means by which people are able to exercise a measure of control over their lives. During the next two decades, Bandura (1986, 1997) advanced his social cognitive theory, in which people are viewed as self-organizing, proactive, self-reflecting, and self-regulating rather than as solely reactive organisms, products of environmental or concealed inner influences. From this agentic perspective, people are seen as contributors to their life circumstances, not just recipients of them. In this way, people are “partial architects of their own destinies” (Bandura, 1997, p. 8).

The purpose of this research is to examine, from the self-efficacy standpoint, the factors that influence medical tourists' use of social media for travel planning. To that end, this study presents a conceptual framework for evaluating medical tourists' online behaviour and empirically tests the model's validity by examining various dimensions of self-efficacy.

A sample of 224 people who searched for medical tourism information online was used in this study. Partial least squares structural equation modelling (PLS-SEM) was employed to test the proposed model with data from an online questionnaire survey.

The findings suggest that sources of self-efficacy reinforce one's belief in the ability to use social media for medical travel planning purposes. According to the structural model analysis results, with the exception of social persuasion (SP), all of the proposed factors were significant sources of self-efficacy.

The findings can assist medical tourism providers in optimising online searches for medical travel information, as well as medical tourism destination marketers in directing the tourism providers' marketing efforts towards the use of social media to target potential medical tourists more efficiently and on a larger scale.

This study is being conducted in response to a significant knowledge gap in identifying the factors that influence medical tourists' online behaviour. This information can help medical tourism destination marketers gain a competitive advantage by using social media to target potential medical tourists more effectively and on a larger scale.

This study aims to introduce a research framework that identifies the potential sources of design self-efficacy that emerge from the digital class by covering the teaching for professional competence model (TPCM) to enhance students’ design self-efficacy.

The multistage and purposive sampling technique is used, and the respondents considered are Malaysian university students. Further, the students who completed the survey included both local and international students so as to capture responses through primary data.

The findings of this research study reveal that design self-efficacy is determined not only by feedback and collaborative learning but also by perceived digital class experience.

Moreover, this study is limited in offering a theoretical framework using the TPCM; therefore, future studies may incorporate Bronfenbrenner’s ecological systems theory and may also use the theory integration approach. Also, in terms of geographic coverage, the current work is limited to an area in Klang Valley. Future studies may be carried out in other parts or regions of the country. Future researchers may also focus on technological self-efficacy to capture the other related factors that may be related.

This study not only contributed to the theoretical extensions but also to practical implications, which would benefit the policymakers of higher education providers in Malaysia.

TPCM components, which are students’ personal characteristics, teaching practices and student’s perceptions of the classroom climate, are mapped into the digital class context as potential sources of design self-efficacy and collectively labelled as digital class experience. To the authors’ knowledge, the digital class environment variable is yet to be tested as a component of TPCM.

This study aims to explore how the local tour guides (LTGs) operate through the sharing economy platform. This study explores how LTGs have responded to the COVID-19 pandemic restrictions using self-efficacy and other resources to improve resilience and performance. This study also delineates the working mechanisms of peer-to-peer (P2P) platform-enabled, dynamic capability building processes, in the tourism sharing economy.

This research adopted an interpretive approach to understand the focal phenomenon using two types of data. A total of 40 semi-structured interviews with LTGs and 26,478 online tourist reviews from tour guide service participants’ before and during the COVID-19 pandemic were used.

The findings of this study revealed that LTGs used sharing economy platforms to arrange flexible tour guide services. Resilience emerged through dynamic capability that addressed contextual factors in real time. LTGs coordinated different resources and customers during a time of uncertainty. Different sources of self-efficacy and types of dynamic capability were identified. The interplay between LTGs’ self-efficacy and dynamic capability was also delineated.

The findings provide guidance for LTGs on P2P platforms and other sharing economy sectors on how diverse resources enabled by the sharing economy can enhance resilience during times of uncertainty. LTGs that engage with contextual information and are dynamic can adopt itineraries and services that will benefit tourists and their business.

This study contributes to the sharing economy literature by theorizing the working flow that enables LTGs to exert self-efficacy and leverage dynamic capability on P2P platforms. This study also contributes by linking resilience to contextual factors in real time. The outcomes provide guidance for LTGs to remain competitive and establish resilience in uncertain environments.

The primary purpose of this study was to check the online information retrieval self-efficacy among library professionals in predicting the satisfaction of patrons within universities’ libraries.

The study was grounded on Bandura four sources of self-efficacy, encompassing mastery experience, vicarious experience, social persuasion and physiological states. To accomplish this, a meticulously designed questionnaire was administered to collect data from library professionals employed in universities libraries recognized by the Higher Education Commission in Punjab and capital city of Pakistan (Islamabad). Following by the validation of assumptions, researchers conducted a multiple linear regression test to predict the outcomes of the dependent variable by using the independents variables. Additionally, a comparative evaluation was carried out among all the independent variables to determine their respective contributions to satisfaction of library patrons.

The results emphasized the distinct and substantial significance of three variables, physiological states, social feedback and mastery experience in predicting the satisfaction of library patrons. Nevertheless, vicarious experience did not demonstrate a significant influence on the satisfaction of library patrons. Furthermore, influence of physiological states on the improvement of library patrons’ satisfaction was relatively higher compared to other three self-efficacy sources. In conclusion, research established the essential role of online information retrieval self-efficacy in enhancing the satisfaction of library patrons.

The findings of the study can form a solid basis for devising academic programs to train the library professionals for effective utilization of various information systems and databases. These programs play an important role in improving the self-efficacy of library professionals, ultimately refining their skills in online information retrieval.

In essence, this study provides insights into the factors which are pivotal in effective information searching process, ultimately leading to increase the satisfaction level of library patrons which has not been previously researched in Pakistan as well as the world context. Moreover, the study significance lies in contribute to academic discourse, its potential to transform and promote the library services and as well as empower library professionals in delivering the satisfying and efficient experience for library patrons in the current digital age.