Background: There is a growing need to offer appropriate services to persons with mild cognitive impairment and dementia who are faced with depression and anxiety distresses beyond traditional pharmacological treatment. Dance-based interventions as multi-dimensional interventions address persons' physical, emotional, social, and spiritual aspects of well-being. However, no meta-analysis of randomized controlled treatment trials has examined the effectiveness of dance-based interventions on depression and anxiety among persons with MCI and dementia, and the results of RCTs are inconsistent. The study aimed to (...) examine the effectiveness of dance-based interventions on depression and anxiety among persons with MCI and dementia.Methods: A systematic review with meta-analysis was conducted. The inclusion criteria were: population: people of all ages with MCI and dementia; intervention: dance-based interventions; control group: no treatment, usual care, or waiting list group; outcome: depression and anxiety; study design: published or unpublished RCTs. Seven electronic databases were searched from 1970 to March 2021. Grey literature and reference lists from relevant articles were also searched and reviewed. The Cochrane “Risk of Bias” tool was used to assess study quality. RevMan 5.4 was used for meta-analysis and heterogeneity was investigated by subgroup and sensitivity analysis. GRADE was applied to assess the evidence quality of depression and anxiety outcomes.Results: Five randomized controlled trials were identified. Sample sizes ranged from 21 to 204. The risk of bias was low, except for being rated as high or unclear for most included studies in two domains: allocation concealment, blinding participants and personnel. Meta-analysis of depression outcome showed no heterogeneity, indicating that the variation in study outcomes did not influence the interpretation of results. There were significant differences in decreasing depression in favor of dance-based interventions compared with controls [SMD = −0.42, 95% CI, p < 0.0001] with a small effect size ; Compared with the post-intervention data, the follow-up data indicated diminishing effects. Dance-based interventions were more effective in reducing depression for persons with dementia than with those having MCI, and were more effective with the delivery frequency of 1 h twice a week than 35 min 2–3 times a week. Also, one included RCT study showed no significant benefit on anxiety rating scores, which demonstrated small effect sizes at 6 weeks and 12 weeks. GRADE analysis indicated the evidence quality of depression was moderate, and the evidence quality of anxiety was low.Conclusions: Dance-based interventions are beneficial to alleviate depression among persons with MCI and dementia. More trials of high quality, large sample sizes are needed to gain more profound insight into dance-based interventions, such as their effects of alleviating anxiety, and the best approaches to perform dance-based interventions. (shrink)

Student performance prediction aims to evaluate the grade that a student will reach before enrolling in a course or taking an exam. This prediction problem is a kernel task toward personalized education and has attracted increasing attention in the field of artificial intelligence and educational data mining. This paper provides a systematic review of the SPP study from the perspective of machine learning and data mining. This review partitions SPP into five stages, i.e., data collection, problem formalization, model, prediction, and (...) application. To have an intuition on these involved methods, we conducted experiments on a data set from our institute and a public data set. Our educational dataset composed of 1,325 students, and 832 courses was collected from the information system, which represents a typical higher education in China. With the experimental results, discussions on current shortcomings and interesting future works are finally summarized from data collections to practices. This work provides developments and challenges in the study task of SPP and facilitates the progress of personalized education. (shrink)

Emoji appear to be an important cue to judge whether a statement is sarcastic in computer-mediated communication. In this study, we investigated whether the smiling emoji, an indicator of sarcastic intention in the Chinese culture, exerts an influence on sarcasm interpretation across the lifespan. Statements accompanied with or without a smiling emoji were compared in unambiguous (Experiment 1) and ambiguous (Experiment 2) contexts. The results of Experiment 1 illustrated that for teenagers and the 20-year-olds the smiling emoji enhanced the perceived (...) sarcasm of sarcastic statements significantly. However, there was no difference in interpreting sarcastic statements with or without a smiling emoji in other age groups. Experiment 2 replicated the results of Experiment 1. We found both teenagers and the 20-year-olds were more likely to arrive at a sarcastic interpretation of the ambiguous statement followed by a smiling emoji, which were less frequent in participants aged in their 30s, 40s, 50s and individuals over 60 years old. This might be because people of varying ages differ in decoding the emotions of the emoji. Age-related differences in the use of sarcasm and participants’ experiences with using emoji might be possible factors that were closely related to the interpretation of emoji-based sarcasm. (shrink)

Facial fat grafting techniques often offer impressive surgical results. However, fatal complications, such as irreversible cerebral ischemia, blindness, and hemiplegia are associated with them. We have presented a case report of a patient who presented with a massive cerebral infarction, a serious complication of facial autologous fat injection. The patient was a 28-year-old female who experienced motor dysfunction of the left extremities, which was accompanied with loss of consciousness immediately following fat grafting for facial augmentation. Imaging studies suggested that the (...) patient had a large cerebral infarction on the right frontal, temporal, and parietal lobes due to complete occlusion of her right external carotid artery. Emergency decompressive craniectomy was completed in addition to multiple follow-up medical treatments. The patient recovered after 4 months with reduced motor function in her left upper extremity. This report further summarizes published cases of massive cerebral ischemia after facial injection of autologous fat, as well as lists high-risk facial areas and critical warnings. (shrink)

The purpose of this study is to analyze the relationship between psychology and modern art design education in colleges, and to provide the basis for improving the quality of art education in colleges. Based on the relevant theory, the characteristics of educational psychology and art psychology and the correlation between them were analyzed from the angle of art education. According to the characteristics of college students' psychological development, the significance of art psychology-related courses was analyzed. Through the form of questionnaire, (...) a total of 200 students were randomly selected from Xi'an Academy of Fine Arts and Xi'an University of Science and Technology, respectively. A total of 400 questionnaires were issued, and 382 valid questionnaires were recovered. The results show that almost all students in two colleges think pedagogy and educational psychology are the theoretical basis for art teachers, while less than one-third of students in Xi'an University of Science and Technology think that art psychology is the theoretical basis for art teachers. The difference between the students' aesthetic and life values in the two colleges is significant. In the 15 directions of life values, there are significant differences in five directions: spirit—material, enrichment—emptiness, enthusiasm—apathy, hope—despair, and dedication—acceptance. It shows that the psychological and values of college students are changeable, and the educators should pay attention to the education in the related fields of psychology. This exploration was conducted based on educational psychology, which is of great significance for improving the educational level of art psychology in colleges and enable students to form correct aesthetic standards and life values. (shrink)

While translation competence assessment has been playing an increasingly facilitating role in translation teaching and learning, it still failed to offer fine-grained diagnostic feedback based on certain reliable translation competence standards. As such, this study attempted to investigate the feasibility of providing diagnostic information about students’ translation competence by integrating China’s Standards of English with cognitive diagnostic assessment approaches. Under the descriptive parameter framework of CSE translation scales, an attribute pool was established, from which seven attributes were identified based on (...) students’ and experts’ think-aloud protocols. A checklist comprising 20 descriptors was developed from CSE translation scales, with which 458 students’ translation responses were rated by five experts. In addition, a Q-matrix was established by seven experts. By comparing the diagnostic performance of four widely-used cognitive diagnostic models, linear logistic model was selected as the optimal model to generate fine-grained information about students’ translation strengths and weaknesses. Furthermore, relationships among translation competence attributes were discovered and diagnostic results were shown to differ across high and low proficiency groups. The findings can provide insights for translation teaching, learning and assessment. (shrink)

This study centers on a valuable specimen of the early vernacular Chinese novel, San Sui pingyao zhuan, to explore dynamic possibilities at the formative stage of the Chinese novel. Close inspection of the physical aspects of the extant edition of the work suggests it is a reprint bearing traces of multiple earlier editions. The analysis of the obscure chuanqi play Si xi ji shows that the story tradition of “Three Sui quelling the rebels” already existed in the mid-sixteenth century. San (...) Sui pingyao zhuan shares much common ground with early zaju drama, fifteenth-century cihua (chantefables), and pinghua (historical novels). Linking this novel with other early examples of popular literature that preceded or were contemporaneous with it, my study deepens our understanding of the formation of the early vernacular novel as well as the world of popular literature in which the novel was situated. (shrink)

ObjectiveTo explore the effect of modified constraint-induced movement therapy on upper limbs residual dysfunction for infancy with the sequelas of unilateral brachial plexus injury.MethodsSingle blind randomized controlled trial of mCIMT vs. standard care. An enrolling 31 infants with a uBPI exhibiting residual dysfunction of the affected upper limb for over 6 months was conducted. And functional outcomes pertaining to the affected upper limb were assessed via AMS, GRES, RHS, and MSS at 0, 3, and 6 months after treatment.ResultsNo differences were (...) found in baseline AMS, MSS, GRES, or RHS between the control and mCIMT groups [F = 0.062, P = 0.086; F = 0.483, P = 0.499; F = 0.272, P = 0.610; Z = −0.336, P = 7.373]. At the 3- and 6-month follow-up time points, AMS, MSS, and GRES scores were significantly improved over baseline in both groups [mCIMT: F = 183.750, 128.614, 110.085, P < 0.05; Control: F = 204.007, 75.246, 51.070, P < 0.05]. No significant differences were found between two treatment groups at the 3-month follow-up time point [F = 0.565, P = 0.465; F = 0.228, P = 0.641; F = 0.713, P = 0.413; Z = −0.666, P = 0.505]. However, at the 6-month follow-up time point, AMS and MSS scores were significantly improved in the mCIMT group relative to the control group [F = 8.077, P = 0.013; F = 18.692, P = 0.001].ConclusionmCIMT may benefit the rehabilitation of residual upper limb dysfunction associated with a uBPI in infants.Clinical Trial Registration[www.chictr.org.cn], identifier [ChiCTR1900022119]. (shrink)

Extending the literature on social capital development in the community, this article examines the impact of diverse social interactions on the development of social trust in the workplace, and investigates whether their effects differ in individualistic and collectivistic cultures. Using survey data collected in Canada and China, the authors find that the diversity of one’s social interactions in the community is positively associated with one’s social trust in the workplace, and this relationship is not significantly different between the two cultures. (...) Diversity of one’s social interactions in the workplace is also positively associated with one’s social trust in the workplace, though only in collectivistic cultures. (shrink)

是東漢哲學家、思想家桓譚的主要論着，但早己亡佚。今存之輯本有《指海》內佚名氏輯本、清孫馮翼輯本、清嚴可均輯本、黃以周輯本，及近人朱謙之輯本，但均有不足。有鑒於此，吳則虞先生於1962年着有新輯本，收錄 二百餘條，以類相從，分為八卷，並添加附編，匯涵桓譚佚文、存疑、訂訛之文；記載桓譚事跡、著述、評論之文。 桓譚，后漢時人，官至給事中。博學多識，破讖緯迷妄，去虛妄偽飾，先於王充、張衡，具有唯物啟蒙學者之學識，是漢時哲學思想家。《新諭》是桓譚主要論着，但早已亡佚。據歷史記載，明有二卷本，清有孫之騌輯本，皆不 傳。另有《指海》內佚名氏輯本、清孫馮翼輯本、清嚴可均輯本、黃以周輯本及近人朱謙之輯本。從今日的學術、校勘、編排諸方面來看，諸本均有不足：或短椾零篇，漫無倫紀；或望文歸屬，強系篇名；或條目重復，內容雜陳 迭見；或引用刻本，多有遺漏；或雖沿用十七卷篇目之名稱，但其條目已不能再顯現原書各篇的思想內容。有鑒於此，吳則虞先生於一九六二年着有新輯本，收錄二百余條，以類相從，分為八卷，並添加附編，匯涵桓譚佚文、存 疑、訂訛之文；記載桓譚事跡、著述、評論之文；最后殿以輯校引用書目及版本之詳目，以便於讀者查閱與研究。此書成為目前桓譚《新論》集大成之著作。.

Despite worsening material realities of the climate, discursive tensions between a need to popularize climate issue and an increasing politicization trend in climate change communication continue to unfold. Politicizing climate change as an ideological conflict may mislead the public to perceive it as essentially a topic about politics rather than science and health. It also creates discursive and real political space for local governments and intergovernmental organizations to defray responsibilities and delay action. To closely examine the ways popularization and politicization (...) are localized, this article focuses how the same issue was discursively constructed as different newsworthy events vis-à-vis news voices of different power status in People’s Daily and Sydney Morning Herald, the most read newspaper in China and Australia respectively. Findings demonstrate that while People’s Daily tends to globalize China’s local climate efforts and polarizes the climate issue as international conflicts between developed and developing countries in general, and between China and the US in particular, Australia’s media tends to localize global climate efforts and represents it as domestic conflicts between the Coalition government and the rest of domestic society. Findings were explained by recourse to different societal functions of news media and changing power dynamics. (shrink)

Social impact bonds have emerged as an innovative financial instrument designed to support the social service sector in delivering innovative social programs. In particular, SIBs can be used to finance prevention of homelessness among those regarded as vulnerable. There is little evidence that outcomes from SIB-funded programs are significantly different compared to more traditional programs. This is the first scoping review of academic and gray literature that explores the main features and outcomes from all SIBs for homelessness based on evidence, (...) addressing an important gap in the literature. The scoping review provides a transparent and comprehensive approach for mapping areas of this research. A total of 73 studies and articles were found eligible for inclusion. These concerned 32 SIBs for homelessness implemented in the United Kingdom, the United States, Australia, and Belgium. The review found that academic papers on SIBs for homelessness lack evidence-based analysis, while gray literature lacks transparency, especially in evaluation method and outcome. We found that fourteen projects met their target outcomes. The common features of these SIBs were a navigator intervention model, effective partnership working, and use of Special Purpose Vehicles. Our findings show that it is necessary for the managers of SIBs to improve outcome metrics and evaluation methods, support target groups fairly, and attract more private investors to finance SIBs for better addressing homelessness. (shrink)

ObjectiveAs the coronavirus disease 2019 pandemic spread across Shanghai, China, in late February 2022 and protective measures to mitigate its impact were enacted, this study aimed to estimate how home quarantine affected the mental health of preschool children in Shanghai, China and explore the association between lifestyle factors and mental health during this special period.MethodsA cross-sectional online survey of 2,110 preschool students from Shanghai, China, was conducted during May 20–25,2022. Preschooler’ mental health and daily activities were reported by parents.ResultsThe sample (...) involved 2,110 children with a mean age of 4.65 years [standard deviation : 0.91, range: 3–6 years]. Boys and children whose mother’s education level were college and high school had higher rate of mental health problems. Boys had significantly higher rates of peer problems and prosocial behaviors than girls. The 3-year-old group had significantly higher rates of prosocial behaviors than other groups. As compared to the Shanghai norm and the SDQ results of preschool children in Shanghai in 2019, there were a significant decrease in emotional symptoms score, as well as a significant increase in conduct problems score. Additionally, peer problems score significantly increased compared to SH2019. Decreased time spent on daily sleep was associated with the increased risk for preschoolers’ mental health problems.ConclusionThere was an increase in the frequency of emotional and behavioral problems, especially regarding conduct problems and peer problems, in preschool children during the COVID-19 home quarantine in Shanghai, China. Boys, younger preschool children and children whose mother’s education level were college and high school may be especially vulnerable to emotional and behavioral problems. It was also found that decreased time spent on sleep may aggravate preschool children’s mental health problems. It may be beneficial to differentiate and focus on conducting psychoeducation and implementing psycho-behavioral interventions to solve these issues. (shrink)

Better known in his own times than later, Huan T'an (43 BCE-25 CE) was a scholar-official, independent in his thought and unafraid to criticize orthodox currents of his time. A practitioner of the Old Text exegesis of the Classics, he maintained a position on the court during a turbulent time of political crises, uprisings, and civil war, spanning the reigns of four emperors. His principal work, Hsin-lun, differs from other books on political criticism in that it does not deal (...) primarily with history but takes many examples from contemporary social and political life. While belonging to the Old Text group of court officials and scholars, Huan T'an differed radically from them in his stress on direct knowledge, in his range of practical experience, and in his outspoken criticism of popular opinions. He was not a systematic philosopher, but his ideas were influential in the return to a more worldly conception of Confucianism. To translate Huan T'an's writings, one must reconstruct the texts. Timoteus Pokora uses two nineteenth-century fragments as a basis around which to orient quotations from Hsin-lun from sixty-four other sources, primarily encyclopedias and commentaries. Pokora provides notes to give context to these short references and to account for discrepancies between quotations and originals, and he includes a large index to add coherence and points of entry. (shrink)

In this study, we examine the empirical association between corporate social responsibility and information asymmetry by investigating their simultaneous and endogenous effects. Employing an extensive U.S. sample, we find an inverse association between CSR engagement and the proxies of information asymmetry after controlling for various firm characteristics. The results hold using 2SLS considering the reverse side of information asymmetry influencing CSR activities. The results also hold after mitigating endogeneity based on the dynamic panel system generalized method of moment. Furthermore, the (...) CSR–information asymmetry relation is amplified in high-risk firms due to managers’ efforts to build a good reputation. Last, we find that CSR engagement is inversely associated with reputational risk measure and lower predicted value of reputational risk is positively associated with lower information asymmetry measures. We interpret these results as supporting the stakeholder theory-based, reputation-building explanation that considers CSR engagement as a vehicle to build and maintain firm reputation thereby enhancing the information environment. (shrink)

In a society dominated by Confucian ethics, a spirit of Confucian public morality can be seen in the Confucian debate over publicness and privateness, but it is usually activated in circumstances of large ethical crisis. Confucian theory mainly uses ethical relationships to create self and social identities, causing problems of identification in the public life and hindering the expression of moral feelings and actions, thus revealing a weakness in public morality. This is a space that Confucianism has not yet been (...) able to cover, and also where it has room for growth. (shrink)

In this article, I explore the ways in which journalists engage with different news sources in Chinese and Australian hard news. Based on the analysis of a comparable corpus of Chinese and Australian hard news reporting on risk events, the study investigates the cultural variability of engagement patterns and indicates how text patterns point to distinctions in the ways the power relations are reproduced in news production processes. Corpus findings show that Chinese and Australian journalists mediate news sources of different (...) statuses in different ways. Chinese journalists tend to close down the dialogic space of elite sources but to open up that of ordinary citizens’ sources. Australian journalists tend to contract the dialogic space of elite sources as much as they expand it. It is argued that such different patterns of engaging with news sources are related to the power relations between journalists and news sources in each context. (shrink)

Background: The prevalence of sedentary behavior in adolescents has aroused social attention. The association between sedentary behavior and cognitive flexibility remains unclear, and it may vary depending on the type of sedentary behavior. This study aimed to investigate the associations between specific-type sedentary behaviors and cognitive flexibility in adolescents.Method: A total of 700 Chinese adolescents aged 10–15 years were recruited. The self-report questionnaire was used to assess total sedentary time, recreational screen-based sedentary time, and educational sedentary time. The More-odd shifting (...) task was used to assess cognitive flexibility.Results: The correlation analysis showed that recreational screen-based sedentary time was negatively correlated with cognitive flexibility, whereas educational sedentary time was positively correlated with cognitive flexibility. The regression analysis also further revealed that a significantly negative association between recreational screen-based sedentary time and cognitive flexibility, while a significantly positive association existed between educational sedentary time and cognitive flexibility.Conclusion: The findings shown that the association between recreational screen-based sedentary behavior and cognitive flexibility differs from educational sedentary behavior in adolescents, providing new ideas for a more comprehensive understanding of the association between sedentary behavior and cognitive flexibility in adolescents. (shrink)

The Temporal Experience of Pleasure Scale (TEPS) is a self-report instrument assessing pleasure experience. The present study aimed to confirm the factor model of the Chinese version of TEPS and test measurement invariance of the scale across gender in Chinese university students. Participants were 2977 (51% female) undergraduates aged from 16 to 27 years (Mean age = 18.9 years). Results indicated that the revised four-factor structure of the TEPS had acceptable fit in the total sample and in gender groups. Furthermore, (...) configural, metric and partial scalar invariance across gender were established. Two of the items (item 4 and 8) demonstrated different intercepts and women scored higher than men on both items. With partial scalar invariance demonstrated, test of differences in latent means indicated that men had lower levels of pleasure when compared with women. To our knowledge, this study is the first attempt to test the measurement invariance of the TEPS across gender, which provides support for future research that involves examining hedonic capacity in Chinese men and women. (shrink)

The purpose of the startup approach is to find an appropriate course of action that adds value to the economy’s development. This study is aimed to determine the effect of the lean startup approach with mediating effect of business coaching to foster innovative work behavior in women entrepreneurs. Additionally, the study also examines the moderating effect of age on the lean startup approach and innovative work behavior. A quantitative approach was employed. The findings show that the relationship between the lean (...) startup approach and innovative work behavior is significant. Moreover, the findings also revealed a significant mediating effect of business coaching and moderating effect of age. This research encourages practitioners and scholars to deal with women entrepreneurship incubation initiatives in the lean startup methodology. Furthermore, this study also leads to a deeper understanding of women’s ideas for business exploration, growth, and implementation. The study contends that guidelines and directives are critical for creative entrepreneurial behavior. (shrink)

Workforce diversity has received increasing amounts of attention from academics and practitioners alike. In this article, we examine the empirical association between a firm’s workforce diversity and the degree of religiosity of the firm’s management by investigating their unidirectional and endogenous effects. Employing a large and extensive U.S. sample of firms from the years 1991–2010, we find a positive association between a measure of the firm’s commitment to diversity and the religiosity of the firm’s management after controlling for various firm (...) characteristics. In addition, after controlling for endogeneity with the dynamic panel generalized method of moment, we still find a positive association between the firm’s diversity and management’s religiosity. We interpret these results as supportive of the religious motivation explanation that views the firm as a human community and considers religion as a factor that influences managers to more positively embrace diversity. Our results, however, provide no support for the resource-constraint hypothesis that views the firm as a nexus of contracts and sees managers as aiming to maximize shareholder returns under resource constraints that force them to invest only in projects that have a positive net present value and reject diversity initiatives since these do not have a positive NPV. (shrink)

This paper sheds light on the incongruent findings concerning the relationship between family involvement and firms’ corporate social responsibility. While prior studies have mainly taken the perspective of families’ socioemotional wealth preservation, we approach this relationship from the perspective of behavioral agency theory, highlighting the important role played by CEOs’ family memberships. Specifically, we posit that family firms are more likely to invest in CSR when their CEOs are members of the controlling families. Furthermore, we examine how family firms can (...) employ long-term incentives to encourage non-family CEOs to act in the interests of the controlling families to preserve SEW and thus enhancing family firms’ CSR performance. We tested our hypotheses using hand-collected data of family firms included in the S&P 500 index, in the period of 2003–2010. The empirical findings support our hypotheses that family firms with family members as the CEOs have better CSR performance and family firms tend to provide a high level of long-term incentives to non-family than family CEOs. In addition, long-term incentives strongly motivate CEOs to improve firms’ CSR performance, regardless of their family memberships. (shrink)

Short-term traffic flow prediction is an effective means for intelligent transportation system to mitigate traffic congestion. However, traffic flow data with temporal features and periodic characteristics are vulnerable to weather effects, making short-term traffic flow prediction a challenging issue. However, the existing models do not consider the influence of weather changes on traffic flow, leading to poor performance under some extreme conditions. In view of the rich features of traffic data and the characteristic of being vulnerable to external weather conditions, (...) the prediction model based on traffic data has certain limitations, so it is necessary to conduct research studies on traffic flow prediction driven by both the traffic data and weather data. This paper proposes a combined framework of stacked autoencoder and radial basis function neural network to predict traffic flow, which can effectively capture the temporal correlation and periodicity of traffic flow data and disturbance of weather factors. Firstly, SAE is used to process the traffic flow data in multiple time slices to acquire a preliminary prediction. Then, RBF is used to capture the relation between weather disturbance and periodicity of traffic flow so as to gain another prediction. Finally, another RBF is used for the fusion of the above two predictions on decision level, obtaining a reconstructed prediction with higher accuracy. The effectiveness and robustness of the proposed model are verified by experiments. (shrink)

Schizophrenia is a serious mental illness characterized by a disconnection between brain regions. Transcranial magnetic stimulation is a non-invasive brain intervention technique that can be used as a new and safe treatment option for patients with schizophrenia with drug-refractory symptoms, such as negative symptoms and cognitive impairment. However, the therapeutic effects of transcranial magnetic stimulation remain unclear and would be investigated using non-invasive tools, such as functional connectivity. A longitudinal design was adopted to investigate the alteration in FC dynamics using (...) a dynamic functional connectivity approach in patients with schizophrenia following high-frequency repeated transcranial magnetic stimulation with the target at the left dorsolateral prefrontal cortex. Two groups of schizophrenia inpatients were recruited. One group received a 4-week high-frequency rTMS together with antipsychotic drugs, while the other group only received antipsychotic drugs. Resting-state functional magnetic resonance imaging and psychiatric symptoms were obtained from the patients with schizophrenia twice at baseline and after 4-week treatment. The dynamics was evaluated using voxel- and region-wise FC temporal variability resulting from fMRI data. The pattern classification technique was used to verify the clinical application value of FC temporal variability. For the voxel-wise FC temporary variability, the repeated measures ANCOVA analysis showed significant treatment × time interaction effects on the FC temporary variability between the left DLPFC and several regions, including the thalamus, cerebellum, precuneus, and precentral gyrus, which are mainly located within the cortico-thalamo-cerebellar circuit. For the ROI-wise FC temporary variability, our results found a significant interaction effect on the FC among CTCC. rTMS intervention led to a reduced FC temporary variability. In addition, higher alteration in FC temporal variability between left DLPFC and right posterior parietal thalamus predicted a higher remission ratio of negative symptom scores, indicating that the decrease of FC temporal variability between the brain regions was associated with the remission of schizophrenia severity. The support vector regression results suggested that the baseline pattern of FC temporary variability between the regions in CTCC could predict the efficacy of high-frequency rTMS intervention on negative symptoms in schizophrenia. These findings confirm the potential relationship between the reduction in whole-brain functional dynamics induced by high-frequency rTMS and the improvement in psychiatric scores, suggesting that high-frequency rTMS affects psychiatric symptoms by coordinating the heterogeneity of activity between the brain regions. Future studies would examine the clinical utility of using functional dynamics patterns between specific brain regions as a biomarker to predict the treatment response of high-frequency rTMS. (shrink)

John Swales’ 1986 article ‘Citation analysis and discourse analysis’ was the first to apply citation analysis to describe in-text citations in the field of discourse analysis. Howard White’s 2004 article ‘Citation analysis and discourse analysis revisited’ was written by an information scientist and primarily focused on citation analysis and discourse analysis. Here, we cast a wider net by conducting a bibliometric analysis of discourse analysis to sketch its scientific landscape between 1978 and 2018. Our findings show that discourse analysis has (...) emerged as a major, and increasingly distinctively sociological, contribution to the analysis of language in social life. It is evident that discourse analysts are increasingly interested in such topics as corpus linguistics, digital conversation analysis, discursive news values approach, membership categorization analysis, multimodal analysis and social media. It is a general trend that the United States is no longer the only dominating publication powerhouse in the field. Countries such as the United Kingdom, Australia and China are wielding a growing share of research output. (shrink)