The main research purpose of this article is to sort out consumer information without specific personal data and use the target company’s neural network risk control decision model which is based on the risk scoring trajectory. We find the main interpretation variables, and then verify the direction and extent of the target’s influence to verify empirical results and help the target company make a correct decision analysis on the credit applicants’ loans. The final empirical results show that the analysis results (...) of the minimum square method and the analysis results of the truncated regression model can be found: the gender, population identity characteristics, consumer performance capabilities, consumer risk of trust, consumer preferences, consumer behavior characteristics, behavioral characteristics, number of financial institutions the consumer have applied for loans, credit litigation, and loan period were the nine main explanatory variables affecting the composite score. Regarding the influence of each variable on the comprehensive score: the impact of four index variables such as identity characteristics, contract performance ability, consumption preference, and behavioral characteristics on the comprehensive score is positive; it means that with higher identity feature score, contract performance ability, consumer preference score, and behavioral characteristic score, the comprehensive score increases. (shrink)

This study aims to identify research trends of scaffolding in the field of science education. To this end, both descriptive analysis and co-word analysis were conducted to examine the selected articles published in the Social Science Citation Index journals from 2000 to 2019. A total of 637 papers were retrieved as research samples through rounds of searching in Web of Science database. Overall, this study reveals a growing trend of science educators' academic publications about scaffolding in the recent two decades. (...) In these sample papers, from 1,487 non-repeated keywords, we extracted 286 author-defined keywords shared by at least two studies as a benchmark dictionary. A series of co-word analyses were then conducted based on the dictionary to reveal the underlying co-occurring relationships of the words in title and abstract of the sample papers. Results showed that “scaffolding,” “support,” and “design” were the top three most frequently used keywords during 2000 and 2019. Visualization of co-word networks in each 5-year period further helps clarify both educators' common research foci and relevant research trends. Derived discussion and potential research directions are also provided. (shrink)

In this study, we examined the role of culture on early adolescents’ social reasoning about peer exclusion. A total of 80 U.S. and 149 Taiwanese early adolescents independently completed a social reasoning essay about peer exclusion. Analyses of the essays based on social-moral theories showed that U.S. students tended to reason about peer exclusion based on social conventional thinking whereas Taiwanese students were more attentive to personal and moral issues. Despite this difference, both groups of students referred to some common (...) social-moral concepts while reasoning about peer exclusion, including consideration of personal benefit, harming others’ welfare, personal concern, and punishment. The use of social reasoning strategies was similar across the two groups of students except that Taiwanese students relied more on judgment whereas U.S. students generated more alternative hypotheses. (shrink)

Man [sic.] follows the earth, earth follows the heaven, heaven follows the Tao and the Tao follows nature.– Lao Tzu (Tao Te Ching)Taoism, as an ancient traditional Chinese philosophy, not only prof...

Traffic congestion is a common problem in many countries, especially in big cities. At present, China’s urban road traffic accidents occur frequently, the occurrence frequency is high, the accident causes traffic congestion, and accidents cause traffic congestion and vice versa. The occurrence of traffic accidents usually leads to the reduction of road traffic capacity and the formation of traffic bottlenecks, causing the traffic congestion. In this paper, the formation and propagation of traffic congestion are simulated by using the improved medium (...) traffic model, and the control strategy of congestion dissipation is studied. From the point of view of quantitative traffic congestion, the paper provides the fact that the simulation platform of urban traffic integration is constructed, and a feasible data analysis, learning, and parameter calibration method based on RBF neural network is proposed, which is used to determine the corresponding decision support system. The simulation results prove that the control strategy proposed in this paper is effective and feasible. According to the temporal and spatial evolution of the paper, we can see that the network has been improved on the whole. (shrink)

This study examines the representations of human gene patents in Chinese newspapers. We conducted a qualitative content analysis of news articles published between 2006 and 2017 to identify the major themes in media coverage, ethical considerations, perceptions of risks and benefits, and attitudes towards the patentability of human genes. The results show that two key ethical concerns were expressed by journalists: that it is morally wrong to own or patent human genes and that gene patents could potentially impede patients’ access (...) to healthcare services. Nonetheless, the press coverage has tended to be largely favorable, rather than opposed to human gene patenting. There were no normative claims that human genes should not be patentable in China, which indicates a generally positive attitude towards patentability in media discourse. Most articles that expressed criticism toward gene patenting discussed challenges in other countries, with significant attention given to the United States Supreme Court’s ruling in the Myriad case that invalidated Myriad Genetics’ patents on the BRCA1 and BRCA2 genes. Overall, the newspapers were uncritical of the Chinese gene patenting regime. News reporting on the issue was highly suggestive of a strong pro-commercialization stance, although some discussions emphasized potential risks over benefits. Our analysis highlights the need for balanced media reporting on human gene patents in China and a top-down approach to engage the public in substantive discussions on the ethical and societal implications of the existing patent regime. (shrink)

Admittedly there exists a considerable amount of contemporary literature on liangzhi that, to a certain extent, provides us with fruitful and insightful perspectives into Wang Yangming’s doctrine. And the majority of this literature, as if by tacit agreement, focuses on the interconnection between liangzhi and knowledge, whether it be innate, original, perfect, or moral knowledge. While this academic endeavor is credited with pushing forward studies of Chinese thought, it is the task of philosophy always to engage in the examination of (...) established practices as well as the quest for new possibilities.Take Wing-tsit Chan’s English rendition of Wang’s Chuanxi lu 傳習錄: the translations of liangzhi into “innate or... (shrink)

Pinch force sense plays an important role in the performance of daily finger movements, including tip, key, palmar pinch. The present study investigated the roles of pinch type in the sensation of pinch force among healthy participants in the ipsilateral force reproduction trial. This study instructed forty healthy adult subjects (20 women and 20 men) in producing reference forces at different levels [10, 30, 50% maximal voluntary isometric contraction (MVIC)] by adopting 3 pinch types (tip, key, and palmar pinches) and (...) in reproducing the above force levels with the identical hand. Our study revealed that subjects are significantly more sensitive detecting alterations of pinching forces with tip pinch but not key or palmar pinch under high forces (30 and 50% MVIC) but not at lower force levels (10% MVIC). (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)

In traditional Chinese philosophy, silence occupies a pivotal position by not being merely treated as the absence of speech, but also as the transcendence of it. Silence in early Confuciani...

本书共分上中下三卷。上卷为哲理论----三元结构论的综合诞生理由,中卷为方法论----证据信息识别的四维解读,下卷为操作论----思维诸方法路径在诉讼实务的融贯.

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)

Appeared as a ‘low-tech’ yet significant teaching aid in the modern classroom, the blackboard has greatly shaped the medium, space and pedagogy of school education. Over the past two centuries, ‘blackboard’ itself has also been constantly remoulded in terms of its colour, material and function, from the traditional black wooden surface to the interactive digital screen, which requires comprehensive investigations from historical, technological and educational perspectives. This essay synthesizes approaches applied in three dimensions. First is the material and technological aspect, (...) tracing the transformation of such ‘boards’ from stone/wood to plastic/steel to digital/online forms and their functions extended; then it focuses on the etymological and lexicographical dimension, comparatively analysing the definitions of blackboard, chalkboard and whiteboard in the representative dictionaries; moreover, an educational perspective is employed throughout the whole investigation, especially on how the invention and involution of ‘blackboard’ shaped the class space, teacher-student relationship and subject pedagogy. Beyond the concern of technology, this essay reserves due attention to the epistemological issue in dealing with the presentation, transmission and acquisition of knowledge under different cognitive contexts. (shrink)

Laws in China relating to HIV disclosure are inconsistent. After a patient has tested HIV‐positive, service providers struggle to decide who should be informed first: patients, family members, or both. To understand service providers' attitudes and practices regarding the HIV notification process in China, 1101 service providers from a southwestern province of China were surveyed. Opinions were gathered from providers at five different levels of health care facilities (provincial, city, county, township and village). A mixed methods approach was used to (...) analyze perceptions of informing family members of a patient's HIV status. Quantitative analysis was used to examine whether providers held a favorable attitude toward notifying family members first and qualitative analysis was used to explore the reasons and consequences of notifying family members first. Nearly half of service providers felt family members should be informed of a patient's HIV status first. Providers who were older, had contact with HIV patients, or had less medical education were more likely to agree with a family‐first notification practice. Psychological pressure, concern about protecting family members, the need for family support, and consideration for local regulations were cited as the main reasons for this practice. There is an immediate need to re‐examine HIV notification policies so that there are consistent guidelines and procedures for providers throughout China. (shrink)

Research in second language pragmatics has paid increasing attention to learners’ individual differences, but few studies have examined the relationship between learners’ willingness to communicate in L2 and their pragmatic competence. To this end, this study investigates the association between WTC and pragmatic awareness and comprehension of Chinese as a second language learners. A total of 80 CSL learners studying abroad in three universities in China participated in this study. Data were collected through a WTC questionnaire, a self-perceived communication competence (...) questionnaire, a pragmatic awareness judgment task, and a multiple-choice test for pragmatic comprehension. Statistical analyses were conducted to explore the relationship between the learners’ pragmatic awareness and pragmatic comprehension on the one hand and their WTC and SPCC in L2 on the other. The findings indicated that SPCC correlated positively with the learners’ L2 pragmatic comprehension, but not with their L2 pragmatic awareness. No correlation was found between WTC and pragmatic awareness and comprehension. The results suggest that SPCC may contribute to learners’ L2 pragmatic comprehension; some implications for teaching and future research directions are also discussed. (shrink)

This study examined the effect of emotional context on the semantic memory of subsequent emotional words during discourse comprehension in two eye-tracking experiments. Four-sentence discourses were used as experimental materials. The first three sentences established an emotional or neutral context, while the fourth contained an emotional target word consistent with the preceding emotional context's valence. The discourses were presented twice using the text change paradigm, where the target words were replaced with strongly - or weakly-related words during the second presentation. (...) Thus, four conditions were included in the present study: Emotional-strongly-related, Emotional-weakly-related, Neutral-strongly-related and Neutral-weakly-related. In Experiment 1, negative contexts and negative target words were used, whereas in Experiment 2, positive contexts and positive target words were used. The results revealed a semantic relatedness effect, whereby the strongly-related words have lower change detection accuracy, longer reading times and more fixations in both Experiments 1 and 2. Furthermore, across both experiments, the magnitude of the semantic relatedness effect was greater in the emotionally congruent contexts than in the neutral contexts. These results suggest that emotional context could increase efforts to change the discrimination of subsequent words and demonstrate an important role of emotional context on semantic memory during discourse processing. (shrink)

Smiles play an important role in social perception. However, it is unclear whether a similar role is played by static facial features associated with smiles. In dental science, maxillary dental protrusions increase the baring of the teeth and thus produce partial facial features of a smile even when the individual is not choosing to smile, whereas mandibular dental protrusions do not. We conducted three experiments to assess whether individuals ascribe positive evaluations to these facial features, which are not genuine emotional (...) expressions. In Experiment 1, participants viewed facial photographs of maxillary and mandibular protrusions and indicated the smiling and emotional status of the faces. The results showed that, while no difference was observed in participants’ perception of the presence of a smile across both types of dental protrusion, participants felt more positive to faces with maxillary than mandibular protrusions. In Experiment 2, participants completed an Implicit Association Test test measuring implicit attitudes toward faces with maxillary vs. mandibular protrusions. The results showed that participants had more positive attitude toward faces with maxillary than mandibular protrusions. In Experiment 3, individuals with either maxillary or mandibular protrusions completed the same IAT test to assess whether any preference would be affected by in-group/out-group preferences. The results showed both groups had more positive attitudes toward faces with maxillary protrusion, indicating that this preference is independent of the group effect. These findings suggest that facial features associated with smiles are viewed positively in social situations. We discuss this in terms of the social-function account. (shrink)

Two kinds of probability expressions, verbal and numerical, have been used to characterize the uncertainty that people face. However, the question of whether verbal and numerical probabilities are cognitively processed in a similar manner remains unresolved. From a levels-of-processing perspective, verbal and numerical probabilities may be processed differently during early sensory processing but similarly in later semantic-associated operations. This event-related potential (ERP) study investigated the neural processing of verbal and numerical probabilities in risky choices. The results showed that verbal probability (...) and numerical probability elicited different N1 amplitudes but that verbal and numerical probabilities elicited similar N2 and P3 waveforms in response to different levels of probability (high to low). These results were consistent with a level-of-processing framework and suggest some internal consistency between the cognitive processing of verbal and numerical probabilities in risky choices. Our findings shed light on possible mechanism underlying probability expression and may provide the neural evidence to support the translation of verbal to numerical probabilities (or vice versa). (shrink)

Background: Social media has become an integrated part of nursing profession, requiring nursing students to develop confidentiality and professional fitness to practice. The aim of this study was to investigate nursing students’ usage, professionalism and attitudes toward social media. Methods: A cross-section study was conducted online among undergraduate nursing students (n = 654). Questionnaires of self-directed learning, self-efficacy and usage and views toward social media were administered. Ethical considerations: Ethical approval was obtained from the Hubei University of Chinese Medicine. Results: (...) All participants were social media users. QQ (93.2%) was the most frequently used. 74.5% respondents spent 2–6 h on social media daily. The majority held positive attitudes toward social media. Year group and gender had influence on perceptions and attitudes toward social media. Furthermore, 81.5% students believed that social media positively influenced self-directed learning. Self-directed learning and learning motivation acted as predictors of the attitudes toward social media. Meanwhile, 67.3% students had posted personal photos and videos online, and 82.4% of them did not have privacy setting on social media. In addition,13.8% students attacked others or posted improper photos online. 22.9% participants witnessed improper posts from schoolmates or teachers, such as complaints about schoolmates or teachers (22.2%), foul language (11.1%), violence (3.9%), sexually suggestive photos (2.6%) and patient confidentiality (0.7%). In all, 15.0% respondents accepted “friend request” from patients. A total of 58.2% students were not aware of professional standards of behavior online for health care providers. In addition, 52.3% participants insisted that it is essential to develop social media and professionalism course for nursing students. Conclusion: Nursing students use social media extensively. Some students are at risk of carrying out unprofessional behavior which have detrimental effects on students’ future opportunities. This suggests that best practices and training in nurse education should be implemented to help students to be informed of professionalism. (shrink)

Objective: To systematically analyze the effects of art therapy on the levels of depression, anxiety, blood glucose, and glycated hemoglobin in diabetic patients.Methods: We searched Cochrane Library, PubMed, Embase, and ClinicalTrials.gov databases from inception to January 24, 2021. The language of publication was limited to English. Randomized controlled trials that used art therapy to improve mental disorders in diabetic patients were involved. After selection of eligible studies, data were extracted, including the first author's full-name, year of publication, the first author's (...) country of residence, number of intervention and control groups, the mean age of participants, method of intervention, duration of follow-up, and outcome measures. Assessment of quality of the included studies and data extraction were independently carried out by two researchers. RevMan 5.3 software was used to perform statistical analysis.Results: A total of 396 samples from five studies were included, and the eligible studies were RCTs with a parallel design. Methods of art therapy included music therapy and painting therapy. The results showed that compared with the control group, art therapy could positively affect the levels of depression [standardized mean difference, −1.36; 95% confidence interval, ; P < 0.00001] and blood glucose in diabetic patients [mean difference, −0.90; 95% CI, ; P < 0.0001], while it had no influence on the levels of anxiety [SMD, −0.31; 95% CI, ; P = 0.32] and glycated hemoglobin [MD, 0.22; 95% CI, ; P = 0.07].Conclusion: Art therapy may have significant effects on the levels of depression and blood glucose for diabetic patients. (shrink)

Intentional change when viewed as making a risky or intertemporal choice with evolutionary relevance helps us understand its successes and its failures. To promote future-oriented ecological rationality requires establishing a linkage between nongenetic, cultural, and symbolic selections and genetic adaptations. Coupled with biophilic instinct, intentional conservation is more likely to prevail against evolved desires of environmental exploitation.

The valence–arousal conflict theory assumes that both valence and arousal will trigger approaching or withdrawing tendencies. It also predicts that the speed of processing emotional stimuli will depend on whether valence and arousal trigger conflicting or congruent motivational tendencies. However, most previous studies have provided evidence of the interaction between valence and arousal only, and have not provided direct proof of the interactive links between valence, arousal and motivational tendencies. The present study provides direct evidence for the relationship between approach–withdrawal (...) tendencies and the valence–arousal conflict. In an empirical test, participants were instructed to judge the valence of emotional words after visual–spatial cues that appeared to be either approaching or withdrawing from participants. A three-way interaction was observed such that the response time was shorter if participants responded to a negative high-arousal stimulus after a withdrawing cue, or to a positive low-arousal stimulus after an approaching cue. These findings suggest that the approach–withdrawal tendency indeed plays a crucial role in valence–arousal conflict, and that the effect depends on the congruency of valence, arousal and tendency at an early stage of processing. (shrink)

An interesting phenomenon called “hidden opportunity cost of time effect” was detected in intertemporal choices. The majority of our participants preferred the smaller but sooner (SS) option to the larger but later (LL) option if opportunity cost was explicit. However, a higher proportion of participants preferred the LL to SS option if opportunity cost was hidden. This shift violates the invariance principle and opens a new way to encourage future-oriented behavior. By simply mentioning the ‘obvious’ opportunity cost of alternatives, decision (...) makers can be more informed in prioritizing their long-term goals rather than short-term goals. (shrink)

This paper focuses on the potential of “equitech”—AI technology that improves equity. Recently, interventions have been developed to reduce the harm of implicit bias, the automatic form of stereotype or prejudice that contributes to injustice. However, these interventions—some of which are assisted by AI-related technology—have significant limitations, including unintended negative consequences and general inefficacy. To overcome these limitations, we propose a two-dimensional framework to assess current AI-assisted interventions and explore promising new ones. We begin by using the case of human (...) resource recruitment as a focal point to show that existing approaches have exploited only a subset of the available solution space. We then demonstrate how our framework facilitates the discovery of new approaches. The first dimension of this framework helps us systematically consider the analytic information, intervention implementation, and modes of human-machine interaction made available by advancements in AI-related technology. The second dimension enables the identification and incorporation of insights from recent research on implicit bias intervention. We argue that a design strategy that combines complementary interventions can further enhance the effectiveness of interventions by targeting the various interacting cognitive systems that underlie implicit bias. We end with a discussion of how our cognitive interventions framework can have positive downstream effects for structural problems. (shrink)

This article sets out to undertake a thorough, point-by-point examination of the theory postulated by Campbell (2007), in which an attempt is made to specify the conditions under which corporations may or may not act in socially responsible ways. In order to ensure the overall reliability of our study, and to attempt to provide a new understanding of, and greater insights into, whether corporate social responsibility (CSR) is affected by financial and institutional variables, we empirically investigate a total of 520 (...) financial firms in 34 countries, between the years 2003 and 2005. Our empirical findings are: (i) finns with larger size are more CSR minded, and the financial performance and CSR are not related; (ii) finns would actually act in more socially responsible ways to enhance their competitive advantages when the market competitiveness is more intense; (iii) financial firms in countries with stronger levels of legal enforcement tend to engage in more CSR activities; however, interestingly and rather strikingly, those finns in countries with stronger shareholder rights tend to engage in less CSR activities; and (iv) self-regulation within the financial industry has a significantly positive effect on CSR, with firms being found to act in more socially responsible ways in those countries which have more cooperative employer-employee relations, higher quality management schools, and a better macroeconomic environment. (shrink)

Our great teacher and leader Chairman Mao always stressed the study and propagation of materialist dialectics and dedicated himself to the application of materialist dialectics in analyzing problems, directing revolution and, through practical struggle, advancing the dialectics of revolution ceaselessly. In that immortal collection of Marxist-Leninist essays, Selected Works of Mao Tsetung, Volume Five, Chairman Mao provided us with a new chapter of materialist dialectics. Essays of particular interest included in Volume Five are: "On the Policies for Our Work in (...) Tibet — Directive of the Central Committee of the Communist Party of China," "In Refutation of ‘Uniformity of Public Opinion,’" "On the Ten Major Relationships," "Speech at the Second Plenary Session of the Eighth Central Committee of the Communist Party of China," "Talks at a Conference of Secretaries of Provincial, Municipal and Autonomous Region Party Committees," "On the Correct Handling of Contradictions Among the People," "Speech at the Chinese Communist Party's National Conference on Propoganda Work," and "A Dialectical Approach to Inner-Party Unity." These essays provide us with important educational materials for learning Chairman Mao's new thought and new conclusions concerning dialectics, and comprise a supremely powerful weapon of thought for carrying through the wise political policies of Chairman Hua and deeply criticizing the "gang of four.". (shrink)