How media choice affects learner interactions in distance learning classes

In this research we explore aspects of learning, social interaction and community across online learning, also known as distance learning, in higher education. We measure the impact of online social networking (OSN) software versus traditional learning management system (LMS) software. Guided by a theoretical model for how individuals learn and interact within online communities, we measure student perceptions of learning, social interaction and course community before and after our interventions. Survey instruments measure perceived learning, social interaction and community, which we further explore using social network analysis (SNA). Survey results identified that students experienced higher levels of perceived social interaction and course community and, overall, had higher levels of satisfaction with OSN software than those using LMS software. Along this line, SNA results corroborated that OSN software yielded a higher number of interactions, providing a more engaging learning experience.     

Pattern of use of social media networking by Pharmacy students of Kenyatta university,Nairobi, Kenya

We investigated the use of social media networking among Pharmacy students of Kenyatta University, Nairobi Kenya to understand their use of social media platforms, the type of platform and purpose of use as well as the time spent daily on networking. Questionnaire was used to collect the information and it was found out that Pharmacy students used social media very well to communicate with real and virtual friends but not so much for academic improvement. Majority of the students use Facebook and Twitter for less than 30 min daily but spent longer time on WhatsApp and YouTube applications. In this study WhatsApp was the most popular among the students being used mainly to communicate with real friends unlike the Facebook that was employed mainly to communicate with real and virtual friends. The study showed rational approach to the use of social networking by Pharmacy students as most students carry out social networking during the weekend more than the week days that are laden with school activities.     

How compulsive use of social media affects performance: insights from the UK by purpose of use

Positive outcomes of social networking use in both informal and non-educational settings have attracted significant research attention. These benefits include social capital formation, higher job performance and satisfaction, an increased sense of belonging, improved knowledge management skills, and enabling of life-long learning opportunities. Compulsive use of social networking, however, remains a major issue among the younger users, potentially leaving a long-lasting impact on the younger population. Concerns have been raised regarding links between the compulsive use of social media and individual academic, social and physical performance. This study explores the motivations for social networking use, their relations to compulsive use, and implications for academic, physical and social performance, in an effort to inform strategies for the appropriate adoption and utilisation of social networking technologies. The study employs a finite mixture approach to segmenting the sample, and results show that two distinct groups motivated by utilitarian and social objectives respectively drive compulsive use by British students. Unlike previous studies, the UK sample does not display differences in terms of age or gender. This finding highlights the trend of gender agnostic views of social platforms by developers. The paper concludes with a discussion of the implications for practice and future research.     

Benevolence trust: a key determinant of user continuance use of online social networks

Online social networking (OSN) has attracted increased attention and growing membership in recent years. In this paper, we propose and test an extended and unified theory of acceptance and use of technology (UTAUT) model, including the additional areas of satisfaction, credibility trust, and benevolence trust, using an empirical survey of 676 OSN users to examine the influence of these factors. The results of regression analysis showed that the four key constructs of UTAUT (social influence, performance expectancy, effort expectancy, and facilitating conditions), as well as satisfaction, credibility trust, and benevolence trust, are all direct determinants of user continuance use of OSN. By comparing the coefficients of regression analysis, the relative importance of each determinant was also demonstrated. Results further indicate that benevolence trust has a much more significant effect on user continuance use of OSN than any other factor. A discussion is offered on the implications of these findings for OSN managers with regard to marketing and operations.     

A configurational approach to the investigation of the multiple paths to success of students through mobile phone use behaviors

We addressed two shortcomings in the existing studies that focused on the association between students' academic performance (SAP) and their mobile phone use behaviors (MPUB) in this study by conducting a self-report, student-based cross-sectional study in two Nigerian universities between February and March 2014. We collected the data for the study from 286 students in the two universities using a convenience-based sampling approach. The data were analyzed using fsQCA version 2.0 and hierarchical linear (blocked) regression (HLR). The HLR results reveal that time spent calling on phone was the only significant predictor of SAP out of the seven MPUB variables (addiction, distraction, dependence, multitasking, time spent calling, time spent using social networking sites and perception on the effect of MPUB on SAP) considered. It further revealed that students' hours of study per day explains more of the variations in SAP than their MPUB. More so, none of the MPUB variables individually meets the minimum consistency score of .85, indicating that no single MPUB variable is by itself sufficient to influence SAP. However, implementing the MPUB variables as a configuration reveals that there are three pathways to attaining high academic achievements. The major finding of the present study suggests that combining several MPUB variables may be more effective than focusing on individual MPUB variables when investigating the relationship between SAP and their MPUB.     

The impact of learning design on student behaviour,satisfaction and performance: A cross-institutional comparison across 151 modules

Pedagogically informed designs of learning are increasingly of interest to researchers in blended and online learning, as learning design is shown to have an impact on student behaviour and outcomes. Although learning design is widely studied, often these studies are individual courses or programmes and few empirical studies have connected learning designs of a substantial number of courses with learning behaviour. In this study we linked 151 modules and 111.256 students with students' behaviour (<400 million minutes of online behaviour), satisfaction and performance at the Open University UK using multiple regression models. Our findings strongly indicate the importance of learning design in predicting and understanding Virtual Learning Environment behaviour and performance of students in blended and online environments. In line with proponents of social learning theories, our primary predictor for academic retention was the time learners spent on communication activities, controlling for various institutional and disciplinary factors. Where possible, appropriate and well designed communication tasks that align with the learning objectives of the course may be a way forward to enhance academic retention.     

The effect of Twitter on college student engagement and grades

Despite the widespread use of social media by students and its increased use by instructors, very little empirical evidence is available concerning the impact of social media use on student learning and engagement. This paper describes our semester‐long experimental study to determine if using Twitter – the microblogging and social networking platform most amenable to ongoing, public dialogue – for educationally relevant purposes can impact college student engagement and grades. A total of 125 students taking a first year seminar course for pre‐health professional majors participated in this study (70 in the experimental group and 55 in the control group). With the experimental group, Twitter was used for various types of academic and co‐curricular discussions. Engagement was quantified by using a 19‐item scale based on the National Survey of Student Engagement. To assess differences in engagement and grades, we used mixed effects analysis of variance (ANOVA) models, with class sections nested within treatment groups. We also conducted content analyses of samples of Twitter exchanges. The ANOVA results showed that the experimental group had a significantly greater increase in engagement than the control group, as well as higher semester grade point averages. Analyses of Twitter communications showed that students and faculty were both highly engaged in the learning process in ways that transcended traditional classroom activities. This study provides experimental evidence that Twitter can be used as an educational tool to help engage students and to mobilize faculty into a more active and participatory role.     

Inequalities in Facebook use

While research has examined digital inequalities in general Internet use, little research has examined inequalities in social networking website use. This study extends previous research by examining how Facebook use is related to student background characteristics. Analyses were conducted to assess differences in time spent and activities performed on Facebook using a large sample (N = 2359) of college students. Results showed that women were more likely to use Facebook for communication, African Americans were less likely to use Facebook to check up on their friends, and students from lower socioeconomic levels were less likely to use Facebook for communication and sharing. Implications for education, communication, and student outcomes are presented.     

“Blogging” As an Educational Enhancement Tool for Improved Student Performance: A Pilot Study in Undergraduate Nursing Education

Improving learning and synthesis of new knowledge is often a challenge for nursing faculty in the twenty-first century. Faculty are urged to use new technologies and to embrace methodologies that include more interactions by the student. Today's students are less adept in written and oral communication and, consequently, more hesitant to speak out or write independently for fear of ridicule by others. These same students, by virtue of their adaptation and immersion in technological advances, need support in using these same mechanisms to improve their communication skills. Interpersonal communication across many levels is very important in nursing. This article summarizes a study of nursing students at North Carolina Central University in the spring of 2011 and their use of social networking to communicate about nursing education and medical errors. This qualitative pilot study used new social media known as web logs (blogs) to enable students to become more secure communicating with one another. The tool was a Google-based blog. The nursing students' interaction styles were evaluated based on topics and inter-connections. Visualizations of the social network communications as maps are provided with the article to illustrate data analysis results.

As a pilot study the research may be used for system design requirements for a medical educational environment that promotes sharing information and collecting data related to quality care and learning. Potential social media tools for future consideration include Facebook, Twitter, blogs, electronic journals, forums (or chat rooms), and wikis (group-authored encyclopedia/information sites) as found on the web, on smart phones and in online education tools. This research project was based on an earlier study of nursing students using blogs and sharing medical error information in confidence. The researchers on the 2011 project have found that analyzing, for example, how students support each other during school, learn about drug calculations and NCLEX examination preparations, by means of social networking could lead to ways to reduce errors as students develop communication habits, share knowledge, and pay more attention to tasks.     

Suspended because of social media? Students’ knowledge and opinions of university social media policies and practices

In this exploratory study, we examined undergraduates’ (N = 298) knowledge of their university’s social media policies, understanding of free speech and privacy protections, opinions about university monitoring and discipline for personal social media posts, and perceptions of fairness regarding recent cases of student discipline for personal social media use. The results of our study indicate that most undergraduates are highly underinformed as to whether or not their university has a social media policy, particularly if the students are early in their academic careers and do not engage in many online privacy protection behaviors. Most participants were also misinformed as to whether free speech and/or privacy protections will shield them from university discipline. In addition, most participants (78%) were opposed to the idea of universities monitoring students’ personal social media accounts, though significantly fewer (68%) were opposed to monitoring student athletes’ social media. Finally, when asked about several recent cases involving student discipline, most participants were generally opposed to a variety of university disciplinary actions regarding students’ social media posts. We discuss these findings as they relate to the need for better social media policy training for students, as well as the potential impact on students’ academic and future careers.     

Too much face and not enough books: The relationship between multiple indices of Facebook use and academic performance

Because of the social media platform’s widespread adoption by college students, there is a great deal of interest in how Facebook use is related to academic performance. A small number of prior studies have examined the relationship between Facebook use and college grade point average (GPA); however, these studies have been limited by their measures, sampling designs and failure to include prior academic ability as a control variable. For instance, previous studies used non-continuous measures of time spent on Facebook and self-reported GPA. This paper fills a gap in the literature by using a large sample (N = 1839) of college students to examine the relationship among multiple measures of frequency of Facebook use, participation in Facebook activities, and time spent preparing for class and actual overall GPA. Hierarchical (blocked) linear regression analyses revealed that time spent on Facebook was strongly and significantly negatively related to overall GPA, while only weakly related to time spent preparing for class. Furthermore, using Facebook for collecting and sharing information was positively predictive of the outcome variables while using Facebook for socializing was negatively predictive.     

Can learning be virtually boosted? An investigation of online social networking impacts

Online social networking has deeply penetrated university campuses, influencing multiple aspects of student life. We investigate the impacts of individual online social networking engagement (e.g., on Facebook) from a pedagogical standpoint. Based on social learning theory, we argue that two socialization processes, social acceptance and acculturation, bridge individual online social networking engagement with three domains of social learning outcomes. Results from a survey accompanied by focus group discussions demonstrate the substantial impacts of university student online social networking engagement on social learning processes and outcomes. Online social networking not only directly influences university students’ learning outcomes, but also helps the students attain social acceptance from others and adapt to university culture, both of which play prominent roles in improving their learning outcomes.     

An empirical study comparing gamification and social networking on e-learning

While social networking has already demonstrated its efficiency in e-learning, gamification, which is the use of game-thinking and playful design in non-game contexts, has only shown its potential as a motivational tool. This paper presents the results of testing both social networking and gamification in an undergraduate course, comparing them in terms their effect on students' academic achievement, participation and attitude. The effects of a gamification plugin deployed in a learning management system were compared to those of a social networking site in the same educational setting. We found that both approaches presented better performance than a traditional e-learning approach in terms of academic achievement for practical assignments, but that, when it came to assessing knowledge, the traditional e-learning approach was better. Also challenging current assumptions, participation rates and scores remained low with the new tools, although students' attitudes were positive.     

A case study-based investigation of students’ experiences with social software tools

The term “social software” covers a range of tools which allow users to interact and share data with other users, primarily via the web. Blogs, wikis, podcasts and social networking websites are some of the tools that are being used in educational, social and business contexts. We have examined the use of social software in the UK further and higher education to collect evidence of the effective use of social software in student learning and engagement. We applied case study methodology involving educators and students from 26 initiatives. In this paper, we focus on the student experience: educational goals of using social software; benefits to the students; and the challenges they experience. Our investigations have shown that social software supports a variety of ways of learning: sharing of resources; collaborative learning; problem-based and inquiry-based learning; and reflective learning. Students gain transferable skills of team working, negotiation, communication and managing digital identities. Although these tools enhance a student's sense of community, the need to share and collaborate brings in additional responsibility and workload, which some students find inflexible and “forced”. Our findings show that students have concerns about usability, privacy and the public nature of social software tools for academic activities.     

Social-path embedding-based transformer for graduation development prediction

As the education of students attracts more and more attention, the task of graduation development prediction has gradually become a hot topic in academia and industry. The task of graduation development prediction aims to predict the employment category of students in advance via academic achievement data, which can help administrators understand students’ learning status and set up a reasonable learning plan. However, existing research ignores the potential impact of social relationships on students’ graduation development choices. To fully explore social relationships among students, we propose a Social-path Embedding-based Transformer Neural Network (SPE-TNN) for the task of graduation development prediction in this paper. Specifically, SPE-TNN is divided into the Social-path selection layer, the Social-path embedding layer, the Transformer layer, and the Multi-layer projection layer. Firstly, the Social-path selection layer is designed to find social relationships that impact graduation development and embed them into the student’s performance features through the Social-path embedding layer. Secondly, the Transformer layer is adopted to balance the weights of the students’ features. Finally, the Multi-layer projection layer is used to achieve the student graduation development prediction. Experimental results on the real-world datasets show that SPE-TNN outperforms the existing popular approaches.

     

Evaluating the use and impact of lecture recording in undergraduates: Evidence for distinct approaches by different groups of students

Lecture recordings are increasingly used to supplement lecture attendance within higher education, but their impact on student learning remains unclear. Here we describe a study to evaluate student use of lecture recordings and quantify their impact on academic performance. Questionnaire responses and online monitoring of student's access to recordings indicate that ∼75% students use this material, the majority in a targeted manner. In contrast, a small subset of students (∼5%) are highly dependent on recordings downloading every lecture, and viewing the material for long periods, such that this represents a large proportion of their independent study. This ‘high user’ group is atypical, as it contains a high proportion of dyslexic and Non-English Speaking Background students. Despite high usage, lecture recordings do not have a significant impact on academic performance, either across the cohort or with students that use the recordings. Overall, this approach appears to be beneficial, but may reduce lecture attendance and encourage surface learning approaches in a minority of students.     

Competence Assessment in Higher Education: A Dynamic Approach

Advances in the implementation of the European Higher Education Area have had a great impact on university environment and the process of design, evaluation, and implementation of new curricula. Identifying competence levels among students can help course organizers to improve both academic content and teaching/learning processes. The present study addresses this issue by examining the implementation of an Internet‐based competency assessment tool. We analyze the status and evolution of soft skills among students on the Official Masters program Creating and Managing Innovative Technology‐Based Companies at the University of Barcelona, using a tool known as Tricuspoid, specifically designed for evaluating entrepreneurial competences. The results show that the tool, first, enables students to identify their strong and weak points and to develop personal strategies for improvement; second, provides teachers with additional information about the effects of their input on student competences; and third, supplies useful information for quality management of the Master's programs, because it can detect trends in the training needs of new students and help to enhance content accordingly, and therefore match the design of the academic program to the requirements of labor market. © 2012 Wiley Periodicals, Inc.     

Can learning be virtually boosted? An investigation of online social networking impacts

Online social networking has deeply penetrated university campuses, influencing multiple aspects of student life. We investigate the impacts of individual online social networking engagement (e.g., on Facebook) from a pedagogical standpoint. Based on social learning theory, we argue that two socialization processes, social acceptance and acculturation, bridge individual online social networking engagement with three domains of social learning outcomes. Results from a survey accompanied by focus group discussions demonstrate the substantial impacts of university student online social networking engagement on social learning processes and outcomes. Online social networking not only directly influences university students’ learning outcomes, but also helps the students attain social acceptance from others and adapt to university culture, both of which play prominent roles in improving their learning outcomes.     

The effects of learning style and hypermedia prior experience on behavioral disorders knowledge and time on task: a case-based hypermedia environment

This study involved 17 graduate students enrolled in a Behavioral Disorders course. As a part of the course, they engaged in an extensive case-based hypermedia program designed to enhance their ability to solve student emotional and behavioral problems. Results include: (1) students increased their knowledge about behavioral disorders; (2) those students with more hypermedia experience spent more time using the hypermedia program; (3) those students who acquired greater knowledge also wrote better student reports; and (4) students, regardless of learning style (as measured by Kolb's Learning Style Inventory), benefited equally from using the hypermedia program.