Mass media play a significant role in shaping public opinion. News coverage of abortion reflects narratives about reproductive health, ethics, and women, and may potentially reinforce negative soci...

Leukoaraiosis is a common imaging marker of cerebral small vessel disease. In recent years, with the continuous advances in brain imaging technology, the detection rate of leukoaraiosis is higher and its clinical subtypes are gradually gaining attention. Although leukoaraiosis has long been considered an incidental finding with no therapeutic necessity, there is now growing evidence linking it to, among other things, cognitive impairment and a high risk of death after stroke. Due to different research methods, some of the findings are (...) inconsistent and even contradictory. Therefore, a comprehensive and in-depth study of risk factors for leukoaraiosis is of great clinical significance. In this review, we summarize the literature on leukoaraiosis in recent years with the aim of elucidating the disease in terms of various aspects. (shrink)

As was previously known, pediatric medical staff in China faced several hurdles including high occupational risk, multiple contradictions, heavy workload, and long working hours. After the outbreak of 2019 novel coronavirus, facing the overload of work and the potential risk of infection, pediatric medical workers may be under great psychological pressure. The purpose of this article was to call attention to the impact of the epidemic on the mental health of Chinese pediatric workers, and developing psychological intervention program that are (...) tailored to them. The experiences from this public health emergency should inform the efficiency and quality of future crisis intervention of the Chinese government and authorities around the world. (shrink)

We conjecture that corporate social responsibility can be indicative of managerial ethics and integrity and examine whether equity investors and financial analysts consider CSR performance when they assess firms’ disclosures of actual and forecasted earnings. We find that only adverse CSR performance affects investors’ assessments of these disclosures. In contrast, we find that both positive and adverse CSR performance affect analysts’ forecast revisions in response to firms’ disclosures. We also find that firms with adverse CSR performance exhibit lower disclosure quality (...) and earnings persistence, but do not find that firms with positive CSR performance exhibit higher levels of both measures. This asymmetric result is consistent with investors’, but not analysts’, assessments of the effect of CSR performance on corporate disclosures. Our results are robust to using a three-stage least squares approach to address endogeneity concerns and to a battery of robustness and sensitivity analyses. Overall, our findings suggest that investors and analysts consider CSR when assessing the information in earnings-related corporate disclosures. (shrink)

More and more studies showed that strabismus is not simply an ocular disease, but a neuro-ophthalmology disease. To analyze potential changes in brain activity and their relationship to behavioral performance in comitant strabismus patients and healthy controls. Our study recruited 28 patients with comitant strabismus and 28 people with matched weight, age range, and sex ratio as healthy controls. Using resting-state functional magnetic resonance imaging, we evaluated fALFF to compare spontaneous brain activity between comitant strabismus and healthy controls. We did (...) hospital anxiety and depression scale questionnaires for these patients. We found significantly lower fALFF value in comitant strabismus patients compared with controls in the left frontal superior medial gyrus and the right middle cingulum. In the latter region, fALFF was significantly negatively correlated with the hospital anxiety and depression scale, as well as the duration of disease. Receiver operating characteristic curve analysis indicated that the fALFF method has clear potential for the diagnosis of comitant strabismus patients. These results revealed abnormal spontaneous activity in two brain regions of comitant strabismus patients, which may indicate underlying pathologic mechanisms and may help to advance clinical treatment. (shrink)

The growing prevalence of health care ethics consultation (HCEC) services in the U.S. has been accompanied by an increase in calls for accountability and quality assurance, and for the debates surrounding why and how HCEC is evaluated. The objective of this study was to evaluate the effectiveness of HCEC as indicated by several novel outcome measurements in East Asian medical encounters.

This work explored the mediating effects of affective commitment on transformational leadership and job performance and job insecurity on transformational leadership and affective commitment. Meanwhile, the inter-relationships between the four verified the mediating effect of affective commitment, including job insecurity. The results were as follows: transformational leadership and job performance were positively related. Transformational leadership was proportional to an emotional commitment. The affective commitment had a positive impact on job performance. Transformational leadership indirectly positively affected job performance through the intermediary (...) effect of affective commitment. Transformational leadership regulated affective commitment through job insecurity. The more job security employees have, the higher the impact of transformational leadership on affective commitment; the lower the contrary. (shrink)

This study inspected the effect of Massive Open Online Course and flipped instruction on EFL learners’ foreign language speaking anxiety, foreign language learning motivation, and attitude toward English learning. To fulfill this objective, the Oxford Quick Placement Test was given to 160 Iranian EFL learners, of whom 120 upper-intermediate participants were chosen and divided into two experimental groups—MOOC and flipped —and one control group. After that, all selected participants were administered a speaking anxiety questionnaire and a motivation questionnaire as the (...) pre-test of the research. Then, one of the experimental groups received an online-based instruction via Skype: one conversation was instructed to this group online every session. The other experimental group received the treatment via flipped-based instruction. The audio files and the texts of the conversations were sent to this group via the WhatsApp application because they all had easy access to it. On the other hand, the control group did not receive any Internet-delivered treatment yet was trained through a face-to-face method. This process continued until the last session, and after the treatment period, the post-tests of speaking anxiety and motivation were given to all three groups to determine the effectiveness of the treatment. Moreover, two attitude questionnaires were administered to the experimental groups to examine their attitudes toward the MOOC and the flipped models of instructions. The findings of the One-way ANOVA test, Post-hoc Scheffe test, and paired samples t-test showed that there were significant differences between the post-test of the experimental groups and the control group. The results indicated that the experimental groups significantly outflanked the control group after the treatment. Lastly, the outcomes showed that participants in both experimental groups had positive attitudes toward technological-based instructional environments. (shrink)

Extra-corporeal membrane oxygenation has been introduced to clinical practice for several decades. It is unclear how internet and newspapers portray the use of extra-corporeal membrane oxygenation. This study were: (1) to quantify the coverage of extra-corporeal membrane oxygenation use in newspapers and on the Internet; (2) to describe the characteristics of extra-corporeal membrane oxygenation users presented in newspaper articles and the Internet web pages in comparison with those shown in extra-corporeal membrane oxygenation studies in Taiwan; and (3) to examine the (...) survival rates of extra-corporeal membrane oxygenation users presented in newspaper articles and the Internet web pages in comparison with those in Taiwan and in the Extracorporeal Life Support Registry Report International Summary for January 2014. (shrink)

This study explored the effect of learning strategies in a student organization on cake art creativity. The participants were 27 student members of a cake decorating art club from one central university in Taiwan. A quasi-experimental pretest-posttest design was adopted, with 90 h of experimental teaching over 16 weeks. The results, which included the use of a questionnaire, classroom observation, and in-depth interviews, suggest that in terms of creativity, the group participating in flipped classroom learning significantly outperformed the group using (...) traditional learning strategies. Furthermore, flipped classroom learning promoted learner motivation and satisfaction. (shrink)

Collaborative filtering technology is currently the most successful and widely used technology in the recommendation system. It has achieved rapid development in theoretical research and practice. It selects information and similarity relationships based on the user’s history and collects others that are the same as the user’s hobbies. User’s evaluation information is to generate recommendations. The main research is the inadequate combination of context information and the mining of new points of interest in the context-aware recommendation process. On the basis (...) of traditional recommendation technology, in view of the characteristics of the context information in music recommendation, a personalized and personalized music based on popularity prediction is proposed. Recommended algorithm is MRAPP. The algorithm first analyzes the user’s contextual information under music recommendation and classifies and models the contextual information. The traditional content-based recommendation technology CB calculates the recommendation results and then, for the problem that content-based recommendation technology cannot recommend new points of interest for users, introduces the concept of popularity. First, we use the memory and forget function to reduce the score and then consider user attributes and product attributes to calculate similarity; secondly, we use logistic regression to train feature weights; finally, appropriate weights are used to combine user-based and item-based collaborative filtering recommendation results. Based on the above improvements, the improved collaborative filtering recommendation algorithm in this paper has greatly improved the prediction accuracy. Through theoretical proof and simulation experiments, the effectiveness of the MRAPP algorithm is demonstrated. (shrink)

Greenway is a kind of corridors in the city that takes natural elements as the main constituent foundation and connects open spaces with functions such as leisure and recreation. The assessment of the built greenway is a review of the past construction experiences, and it is also a supplement and improvement to the future greenway planning concept system, which has important academic and application value. This study will explore how greenway design factors influenced the local cyclists’ perception of the landscape (...) using on-site questionnaire and photo rating method. The results indicated that greenways with continuous cycling paths, high security awareness, open landscapes, and rich human activities evoke positive perceptions. Among the visual elements, natural elements such as plants and sky are more favorable than artificial elements. The research results show that the formation of greenway cyclists’ landscape imagery is affected by visual perception elements, which suggests that special consideration should be given to the laws of cyclists’ mental perception when designing greenways. (shrink)

Background:There is controversy concerning the use of physical restraint. Despite this controversy, some nurses still consider the application of physical restraint unavoidable for some of their clients.Aim:Identify the perceptions and practice of physical restraint in China.Research design:This was a descriptive study that combined qualitative interviews with a quantitative cross-sectional survey.Participants:A total of 18 nurses were interviewed and 330 nurses were surveyed.Ethical considerations:Approval of the study was obtained from the hospital ethics committee. Permission to conduct the study was obtained from the (...) director of nursing. Participants were assured that their participation is voluntary.Results:Physical restraint was commonly used to protect patients’ safety. Naturally, intensive care unit nurses used physical restraint much more frequently than general medical/surgical ward nurses ( p < 0.01). In addition, night shift nurses tended to use physical restraint more frequently.Conclusion:Nursing managers should be aware of the role nurses play in the use of physical restraint. In-service training regarding the proper use of physical restraint should be strengthened and nurse staffing levels should be improved in order to minimize the use of physical restraint in China. (shrink)

According to agency theory, agents base their economic decisions on self-interests when adverse selection conditions exist. However, cognitive moral development theory predicts that ethics/morals may influence decision-makers not to behave egoistically. Rutledge and Karim, 173-184) find both the moral reasoning level of the managers and an adverse selection condition affect a manager's project evaluation decisions significantly. Since prior studies have shown that national culture might influence the application of agency theory in project evaluation, this current study uses a different moral (...) development measurement to reexamine Rutledge and Karim's hypotheses in another culture. A total of 73 Taiwanese executive MBA students with an average of 12.17 years work experience participated in this study. We found that both moral development level and adverse selection conditions significantly affect managers' project continuance decisions. The interaction effect of these two factors indicates that, when adverse selection conditions exist, participants with a high level of moral development exhibit less of a tendency to continue an unprofitable project than those with a low level of moral development. With subjects from a different culture, our results confirm the findings of Rutldege and Karim. That is, the effects of moral development and adverse selection conditions on managers' project continuance decisions are robust and can be generalized to different cultures. Implications of the findings of this study to multinational firms are also discussed. (shrink)

The trend to implement the monitoring system with a wireless sensor network has been becoming urgent due to guaranteed flight safety and the passengers comfortability in travel. In this paper, a new dynamic routing algorithm is proposed to prolong the lifetime of the monitoring system with a distributed network based on the K-coverage method, and filter algorithm to be used for data fusion. Finally, the simulation results validate the effectiveness of the proposed approach.

In this paper, we propose to incorporate the local attention in WaveNet-CTC to improve the performance of Tibetan speech recognition in multitask learning. With an increase in task number, such as simultaneous Tibetan speech content recognition, dialect identification, and speaker recognition, the accuracy rate of a single WaveNet-CTC decreases on speech recognition. Inspired by the attention mechanism, we introduce the local attention to automatically tune the weights of feature frames in a window and pay different attention on context information for (...) multitask learning. The experimental results show that our method improves the accuracies of speech recognition for all Tibetan dialects in three-task learning, compared with the baseline model. Furthermore, our method significantly improves the accuracy for low-resource dialect by 5.11% against the specific-dialect model. (shrink)

ABSTRACT Adolescent mental health has become a growing concern. One unique challenge to adolescents’ willingness to seek professional mental health support is the concern of confidentiality breach by their parents. This concern may carry more weight in collectivistic cultures, such as China. The current study utilized a large parent sample (N = 460) recruited from six high schools and attempted to integrate cultural self-construal and parenting styles in the context of parental attitudes toward mental health professionals and desires to breach (...) confidentiality. Parental independent self-construal was related to more positive attitudes toward mental health professionals through higher authoritative parenting and negatively associated with authoritarian parenting. On the other hand, interdependent self-construal was related to less positive attitudes toward mental health professionals via higher authoritarian parenting and lower authoritative parenting. More positive attitudes toward mental health professionals, in turn, were related to lower desire to breach confidentiality. Permissive parenting did not play a significant role in this process. The present study illustrates the importance of understanding culturally specific factors and parental influences in therapeutic practices. (shrink)

Higher education policy and manpower training fail to meet the requirement of rapidly-changing society and employers' expectation in Taiwan, resulting in the great gap between university education and employment. Students employability is also what all higher education institutions should focus whether a high degree of student learning outcomes can represent a high degree of students employability or not, this still unclarified. This study aims to explore the relationships among pedagogy for employability, problem-based teaching mode, absorptive capacity and student employability in (...) higher education institutions (HEIs). In terms of analyzing a total sample of 553 undergraduates from 12 Taiwanese HEIs by using structural equation model (SEM), the results show that the influences of pedagogy for employability and problem-based teaching mode on absorptive capacity and student employability are statistically positive significant. Based on the findings, specific suggestions and managerial implications for HEIs, curriculum and instruction planning, and future research are provided. (shrink)

ObjectiveThis study aims to investigate the effectiveness of mindfulness-based cognitive therapy combined with medication therapy in preventing the recurrence of major depressive disorder in convalescent patients.MethodsA total of 130 patients with convalescent MDD were enrolled in this prospective study. Sixty-five patients were assigned to the experimental group and received medication therapy combined with MBCT, and 65 patients were assigned to the control group and treated with medication alone. The recurrence rate and related hormonal changes were compared between the two groups.ResultsAfter (...) 1 year of MBCT intervention, eight patients experienced recurrence in the experimental group, a recurrence rate of 12.31%, and 19 patients experienced recurrence in the control group, a recurrence rate of 29.23%. The Hamilton Depression Rating Scale and the World Health Organization Quality of Life Scale scores in both the experimental and the control groups were significantly improved after treatment. The difference in the HAM-D scores before and after treatment in the experimental group was 16.74 ± 4.54; this was significantly higher than that of the control group. The WHOQOL-BREF scores in the experimental group were significantly improved compared with those of the control group. The differences in the levels of corticotrophin-releasing hormone, adrenocorticotropic hormone, and cortisol before and after treatment in the experimental group and the control group were statistically significant. The difference in CRH before and after treatment in the experimental group was 16.8 ± 7.2, which was higher than that of the control group. The intervention with MBCT had a significant impact on the recurrence of MDD [β = 1.206, P = 0.039, 95% CI = 0.0790–1.229]. The difference in the HAM-D scores also had a significant impact on the recurrence of MDD.ConclusionCompared with medication therapy alone, the use of MBCT combined with medication therapy can effectively prevent the recurrence of MDD in convalescent patients. (shrink)

From a largely Western phenomenon, the “animal turn” has, in recent years, gone global. Animals and Human Society in Asia: Historical, Cultural and Ethical Perspectives is just such a timely product that testifies to this trend.But why Asia? The editors, in their very helpful overview essay, have from the outset justified the volume's focus on Asia and ensured that this is not simply a matter of lacuna filling. The reasons they set out include: the fact that Asia is the cradle (...) of early human settlement and animal domestication; Asia encompasses an extreme diversity of closely connected ecosystems and human cultures; Asia is the place where the world's major religions originated; and, as in other parts of the world, Asia's use of animals for food and other utilitarian purposes constitutes a prominent feature of its culture. All of these factors, they argue, made Asia a unique lab for the exploration of major developments in human civilization and the complexities of human-animal interactions.Based on these premises, the book is divided into four parts, each concentrating on areas that the editors consider to have paramount significance in world history: Part I, “Hunting and Domestication”; Part II “Animals as Food”; Part III “Animals at War”; and Part IV “Animals in Culture and Religion.” As many good works on animal studies do, the volume adopts a truly cross-disciplinary approach, uniting scholars from disciplines as diverse as archaeology, history, anthropology, art, religion, literature, and cultural studies. It too takes an interregional approach and covers a vast geographical area, stretching from the western edge of Asia in the Levant to Central Asia, where once roamed the horses of the nomadic pastoral tribes, to the other end of Asia, including India, China, and Japan. Temporally impressive as well, the work takes us from the deep history of the Paleolithic period up to the contemporary world, exploring the diverse roles that a wide range of animals—horses, donkeys, camels, elephants, tigers, and so forth—have played in Asia's rich and unique past and present.Strong in archaeology, Part I, “Hunting and Domestication,” responds to the much-called for “deep” or “coevolutionary” history of human-animal relations in recent years. The three chapters discuss, respectively, the roles that proboscideans have played in the diet and culture of early societies in Paleolithic China and beyond; the ways in which animals of all sizes have been increasingly integrated into the diet, daily uses, trade, and warfare in Holocene Negev; and the diversifying roles played by donkeys in the early Bronze Age in Southern Levant as a food source, a means of transport and in ritual sacrifices. Together, they demonstrate, with reference to telling archaeological evidence how the early societies in this region have been highly dependent upon the increasingly sophisticated interactions with and uses of mega-herbivores in the protracted and by no means clear-cut transition from hunting and herding towards the agricultural way of life, affirming the co-existing and co-constituting relations between humans and other animals in the deep past of Asia.The chapters in the section on “Animals at War” equally reveal the crucial roles that animals have played in the military sphere, as either a practical war technology or a show of military power. “Elephants in Mongol History” revisits the thesis of elephant-mounted troops in South and Southeast Asia as a barrier to Mongol expansion. Through its lively account of the pivotal battles in Mongolian history, especially that against India and China, it illustrates with great success the complex interactions between animals (especially elephants, horses, and humans), technology, and the geographical environment, which jointly exercised their influence on the outcome of warfare and degree of success of political rule. Turning away from the dynamic of warfare, the following two chapters explore the biopolitical question of the management of the horse as a bio-resource in the Mamluk Sultanate of Egypt and Syria (1250–1517) and early Ming Dynasty China, respectively. The first one places its focus on the breeding, procurement, and feeding of the horse subjects in question, while the latter concentrates on the human organization of various resources for the upkeep of government horses—a conventional area of study called “horse administration” in the institutional history of the government in China.The last section, “Animals in Culture and Religion,” examines the changing images of apex predators, such as lions and tigers, in Buddhist perceptions from South Asia to East Asia; the cult of the Horse King in late Imperial China; and the significance of animal signs in Mongolian historiography. They represent an established approach in animal studies that seeks to understand different aspects of human culture through symbolic or metaphorical animals. Instead of treating the animals discussed as mere abstractions, which has been a frequent criticism of works that adopt this approach, the relations between the symbolic animals and their prototype in the natural world were attentively explored. The essay on the cult of the Horse King, for example, closely links the wax and wane of the cult since late imperial China with the changing use and subsequent disuse of the actual horses in agriculture, transportation, commerce, and quotidian life. Yet, classic as these essays on symbolic animals are, one does feel slightly unsatiated when coming to the end of this section, which also marks the end of this volume. Having been reminded early in the introductory essay that Asia was “a major site for the emergence of moral teachings and ethical guidance on the treatment of animals” and how this legacy “still affects the lives of billions of humans to this very day,” one feels naturally rather let down that no article in this volume directly addresses this vital ethical dimension, especially since it belongs to a series on “animal ethics.”Indeed, regarding the task of placing either the nonhuman animals or the ethical relations between humans and other animals center stage, the essays in this volume achieve only varying levels of success. Some authors exhibit a more acute awareness of what “animal studies” or “animal ethics” might entail epistemically and methodically and experiment by paying closer attention to the species-specific characteristics, experience, and agency of nonhuman animals in order to cast off the deified anthropocentrism previously ruled in humanist scholarship. However, others have made no such attempt. For example, in Part II of “Animals as Food,” an essay on the production and consumption of milk in contemporary China, albeit alert to the issue of health hazards to consumers, omits any consideration of the subject from the dairy cows’ perspective under the modern intensive farming system. Moreover, otherwise superb research on the tuna-fishing industry in Japan, with its insightful discussion of the nexus between knowledge economies and imperial politics, too passes over any discussion of the fate of the tuna, whether collectively as a group of living organisms containing 15 species or individually as animals with an embodied experience. One does ponder whether these essays would fit better in a volume on the cultural history of food or on the entwining history of knowledge production, economics, and politics, which conventionally position human interests at the center of research.Taken as a whole, this is an impressive volume that directs our attention to the hitherto understudied world of Asia in animal studies. The long durée, with its interdisciplinary and interregional approach, also most powerfully presents a past in Asia that could not have been the same without the participation of animals at every level, from everyday life to the shaping of cultural values, the construction of belief systems, the building of a national identity, and even the rise and fall of regimes. Scholars and students interested in expanding the frontier of our understanding of the world with a more inclusive “we” should find a wealth of interesting subjects on which to build further research. Finally, the volume also presents a fitting occasion for all scholars committed to animal studies to consider the grave challenge confronting the field that arose alongside its growing respectability and rapid expansion: Should it be oriented toward the destabilization of our previously anthropocentric conception of the world? Or should no such perimeter be imposed, as in this volume? The overall breadth and limitations of this volume leave one pondering this issue. (shrink)

Emotions are now considered critical elements of a successful education. In English as a Foreign Language context, there are many challenges for teachers to deal with. Hence, it is necessary to take their emotions into consideration. Despite many studies in this area, researching teachers’ positive mood, hope, and academic buoyancy has been left less attended. Trying to introduce this line, the present study reviewed the definitions, related concepts, theories, and previous studies done on these three variables in detail. It also (...) touched upon the origins of researching emotion in educational contexts describing different schools of psychology. Additionally, the study offered some practical implications for EFL teachers, students, policy-makers, teacher trainers, and researchers. Finally, it enumerated the existing gaps in this area and made a number of research suggestions for future research. (shrink)

Given that work teams have been widely used in a variety of organizations to complete critical tasks and that the use of social media in work teams has been growing, investigating whether and how team social media usage affects team creativity is imperative. However, little research has empirically explored how TSMU affects team creativity. This study divides TSMU into two categories, namely, work-related TSMU and relationship-related TSMU. Basing on communication visibility theory and social exchange theory, this study constructs a moderating (...) mediation model to understand how TSMU affects team creativity. In this model, team knowledge sharing is used as mediating role and team-member exchange is used as moderating role. Two-wave research data collected from 641 employees in 102 work teams in Chinese organizations are used for regression analysis. Results show that Work-related TSMU and relationship-related TSMU are positively affect team creativity. Team knowledge sharing plays a partly mediating effect on the relationship between work-related TSMU and team creativity and that between relationship-related TSMU and team creativity. TMX not only positively moderates the indirect effect of work-related TSMU and relationship-related TSMU on team creativity through team knowledge sharing. Theoretical and practical implications are also discussed. (shrink)

Since the outbreak of COVID-19, reaction quarantine, social distancing, and economic crises have posed a greater risk to physical and psychological health. Such derogatory mental health stigma is associated with adverse outcomes in the student population. The purpose of the current study is to provide a timely evaluation of the COVID-19 pandemic and its adverse effects on students’ psychological well-being to sustain economic sustainability. A thorough review of the literature and current studies, significant emphasis of socio-demographic indicators, interpretation of physical (...) symptoms, home quarantine activities, and COVID-19 unique stressors were extracted. Data were collected through electronic surveys from 640 university students at local and foreign universities. The findings revealed substantial adverse effects resulting in varying levels of stress, symptoms of depression, and specific discomfort in the case. Among COVID-19 stressors, financial instability, unpredictability toward future/career, and media exposure have been described as common factors that cause poor psychological well-being and weaken economic sustainability. COVID-19, quarantine, self-isolation, and onerous interventions primarily weaken university students’ mental health. The emphasis on this vulnerable category, however, is substantially absent from the literature. This research addresses the urgent need to develop possible solutions and preventive measures to promote economic sustainability by ensuring students’ psychological well-being. (shrink)

Synthesizing insights from a dynamic capability perspective and social network theory, this study identifies the factors influencing green innovation and examines the relationships between influencing factors, green innovation, and performance. This study uses structural equation modeling to test the research hypotheses. The results indicate that dynamic capability, coordination capability, and social reciprocity are significant drivers of green innovation, including green product innovation and green process innovation. Green product and process innovation have positive effects on environmental performance and organizational performance. These (...) findings are relevant to firms in quest of green management and innovation. (shrink)

Neuromarketing is an emerging research field for prospective businesses on consumer’s preference. Consumer’s preference prediction based on electroencephalography can reliably predict likes or dislikes of a product. However, the current EEG prediction and classification accuracy have yet to reach ideal level. In addition, it is still unclear how different brain region information and different features such as power spectral density, brain asymmetry, differential entropy, and Hjorth parameters affect the prediction accuracy. Our study shows that by taking footwear products as an (...) example, the recognition accuracy of product likes or dislikes reaches 94.22%. Compared with other brain regions, the features of the frontal and occipital brain region obtained a higher prediction accuracy, but the fusion of the features of the whole brain region could improve the prediction accuracy of likes or dislikes even further. Future work would be done to correlate the EEG-based like or dislike prediction results with product sales and self-reports. (shrink)

It could be claimed that without any doubt the Internet has revolutionized the educational system to a great extent. Even though some are still interested in traditional ways of teaching and learning and also face-to-face classes, technological advances, in particular, social media have changed the English as a foreign language contexts in a way that they will not be compatible with any other methods that have long been utilized before. Despite the fact that some studies have been conducted in different (...) learning contexts, to the researcher’s best knowledge, attention has not been focused on the importance of social media inside and outside the classroom on EFL students’ indulgence. Therefore, the aim of this review is to synthesize the findings of the previous studies to highlight the role of social media in EFL students’ engagement throughout class and outside the class in both face-to-face and online classes. To reach this goal, this review first discusses the impact of social media on engagement, and then engagement and its classifications are dealt with. Next, the relationship between using social media and students’ engagement is discussed. And finally, some implications are proposed. (shrink)