Exploring the amplitude modulation phenomenon of chaotic signal has become a subject of great concern in recent years. This paper mainly concentrates on the preliminary study on amplitude modulation principle of a chaotic system. First, two 3D chaotic systems with quadratic product terms are introduced for studying the amplitude modulation phenomenon of chaotic signal. It is found that the signal amplitude of the first system can be controlled by partial quadratic coefficient. But for the second system, none of nonlinear coefficient (...) can be employed to control the signal amplitude. Then, the amplitude modulation principle of chaotic system is preliminarily studied by exploring the intrinsic relationship between nonzero equilibrium point and phase space trajectory, and it is further validated by introducing unified parameter to the two 3D chaotic systems. As a necessary condition, the principle provides a feasible and simple method for constructing and analyzing an amplitude modulation chaotic system. (shrink)

Exploring the dynamics feature of robust chaotic system is an attractive yet recent topic of interest. In this paper, we introduce a three-dimensional fractional-order chaotic system. The important finding by analysis is that the position of signalx3descends at the speed of 1/cas the parameterbincreases, and the signal amplitude ofx1,x2can be controlled by the parametermin terms of the power function with the index −1/2. What is more, the dynamics remains constant with the variation of parametersbandm. Consequently, this system can provide rich (...) encoding keys for chaotic communication. By considering the properties of amplitude and position modulation, the partial projective synchronization and partial phase synchronization are realized with linear control scheme. The distribution map of optimal synchronization region in the control-parameter space is charted by defining the power consumption of controller. Numerical simulations are executed to confirm the theoretical analysis. (shrink)

With the worldwide spread of the Internet, human activity has become permeated by digital media, which shapes communication and interaction and speeds up the improvement of the experience and diffusion of museum exhibitions. Contemporary museums must understand their audiences, especially with respect to online preferences and surfing involvement experiences. Museums are changing in an effort to attract young netizens to access and use museum resources. Virtual museums are increasingly using digital exhibitions to preserve and apply their collections and establishing online (...) community platforms to interact with young people. This study investigates the underlying mechanism of online community characteristics that enhance audiences’ emotional resonance and involvement. Results from a questionnaire survey of Taiwan undergraduate students show that perceived relevance and esteem improve their emotional resonance, which can attract new people and maintain existing relationships within their communities. Following flow theory, maintaining community relationship characteristics increases emotional resonance, which, in turn, enhances user involvement, but we found only small significant effects of emotional resonance on involvement. These findings illuminate the mechanism of the attitudinal relationship building and maintenance for online museum communities and advance the practical contributions of online museum community use and effects. (shrink)

Working memory performance affects children’s learning. This study examined objective, subjective, and physiological cognitive load while children completed a spatial working memory complex span task. Frist, 80 Taiwanese 11-year-olds who participated in Experiment 1 confirmed the suitability of the materials. Then, 72 Taiwanese 11-year-olds were assigned to high and low complexity groups to participate in Experiment 2 to test the study hypothesis. Children had to recall at the end of a dual-task list and answer two questions regarding the difficulty and (...) mental effort involved in processing and storage. Their pupil diameters were recorded using an eye-tracker. Two-way mixed ANOVA found that the processing requirements and memory load reduced storage and aggravated the subjective CL of storage; the subjective CL of processing was higher under highly complex conditions. Stepwise regression analysis indicated that subjective CL of processing predicted memory performance in low CL conditions, and physiological CL of processing predicted it in high CL conditions. (shrink)

The purpose of this study is to examine preservice Chinese language teachers’ cognition in teaching intercultural communicative competence. In the study we collected data through in-depth interviews with seven preservice teachers in a Master of Education program at a university in Hong Kong SAR, China. The findings indicated that the participants had a relatively positive attitude and inclination toward the development of students’ intercultural communicative competence, while their conceptualizations of culture tended to be static and ambiguous. In addition, the participants’ (...) objectives in teaching intercultural communicative competence were found to be more attitude-than knowledge- or skill-oriented. The study offers valuable insights that preservice language teachers’ cognition plays a crucial role in their future professional development and calls for curricular innovations with intercultural aims in teacher education programs. (shrink)

A script concordance test was developed as an innovative tool for assessing ethical reasoning ability. An SCT of 12 medical ethical vignettes were constructed from the UNESCO Casebook on Human Dignity and Human Rights. The vignettes were reviewed by a panel of 15 medical experts before administration to a panel of 18 clinicians. The clinician’s answers were used to constitute the scoring key. The SCT was then administered to first and final year medical students. Data were analysed using SPSS. Internal (...) consistency was assessed using Cronbach’s alpha. SCT performance was tested for association with sex, year of study and race by comparing the mean SCT scores between categories within each variable. Internal consistency as measured by Cronbach’s alpha values, ranging from 0.597 to 0.902, indicated high intra-vignette reliability for 10 of the vignettes. Inter-vignette reliability was high at 0.797. Mean SCT scores were not significantly different between students of different gender, year of study and ethnicity. However, each vignette was able to distinguish between overall poor and good test performers. The SCT was able to differentiate between students with varying degrees of ethical reasoning ability. (shrink)

本书分为占筮、星象、天道、鬼神、祭祀、经典、礼治、德政、德行、君子十章,主要内容包括:文明起源与历史特性、古代宗教、人文思潮、春秋的思想世界、春秋的龟卜等.

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Borrowed Gods and Foreign Bodies: Christian Missionaries Imagine Chinese ReligionWhalen LaiBorrowed Gods and Foreign Bodies: Christian Missionaries Imagine Chinese Religion. By Eric Reinders. Berkeley: University of California Press, 2004. 266 + xvi pp.For a long time, Sinology was dominated by scholars with direct or indirect missionary backgrounds, going all the way back to the founding of the discipline by James Legge. Legge occupied the first university chair in (...) the China field in Britain. Legge's vision of China has recently been placed into historical context by Norman Girardot (The Victorian Translation of China [2002]). There were other early figures whose records of Chinese beliefs and folk customs we still use. Beginning with Timothy Richard, more came around to seeing how China needed more than soul saving for the hereafter. China needed urgent sociopolitical reforms in the here and now. In time, the YMCA and the missionary schools would help chaperone in a whole generation of "modern Chinese"; some of them, though exposed to the Gospel, would, in the May Fourth Movement, pit science and democracy against any and all religions. For all that, scholars still do count on the missionary records for understanding the "old China." By exploring what the majority of these men of God saw in China—or thought they saw, since their perception could well be colored by cultural biases—this book by Eric Reinders proves quite refreshing. Instead of holding up those records as a mirror on a Chinese reality, Reinders (to wit) "reversed the light so that it would reflect upon" the Protestant missionaries themselves. For one thing, these Protestant evangelicals reported on China using rhetoric borrowed from their long-standing complaints against the Catholics. For another, they painted the Chinese "body language" in light of their own proud Victorian manners. These missionaries were no James Legge, who was tutored into classical Chinese by erudite Confucians and who then presented the Confucian Classics with appreciative classical (Latin and Greek) references. They were no Arthur Waley either, Waley being one who could "without leaving the door [as to live in China], know all the affairs of the (Chinese) world." By steeping himself in Chinese language and its written culture, Waley could render the Confucian "chun-tzu" into the familiar English "gentleman," and doing so with due sympathy for two land-owning gentry cultures. There is no such sympathy from the Protestant missionaries who lived among the common people. They purported to know the "real" (rural) China that was opened to the inland mission. The China they reported on was not found in library books, the Confucian classics, or some Mandarin's manicured garden. Theirs is not the Good Earth depicted later by Pearl Buck, either.These nineteenth-century Protestant missionaries, flourishing in the heydays of the British Empire, held few illusions about the once fabled Cathay. Their reports sent home served, in the end, both God and country. As means for raising funds for their missionary efforts, the reports probably had to fan high hopes for the Gospel in relation to a very deprecating assessment of the pagan, heathen culture they encountered. The reports also reflected the hard times these zealous missionaries did have [End Page 226] to face. They were living in the backwater, among often illiterate peasants and in isolated enclaves surrounded by what they saw as a huddling mass of faceless humanity. Their frustration at learning the vernacular tongue well enough to communicate with the people led to the still popular joke about the inscrutable Chinese. But the conclusion the missionaries drew, about how the Chinese language is inherently "godless," is more theological than philological. That the many Chinese tongues (local dialects?) were deemed a living Babel assumes somehow that the Queen's English is divinely inspired. This book does not tell us often what China was really like, for so much of that reality is woefully "lost in translation."Above all, "Borrowed Gods and Foreign Bodies" is about how the Protestants transposed their endless bouts with Rome into seeing the errors of the Chinese way as copies of the Catholic way. The Chinese were mindless in their idolatry; they kept up blindly this ritualistic gesture with little or... (shrink)

ABSTRACT:We combine prior research on ethical decision-making in organizations with a rational choice theory of corporate crime from criminology to develop a model of corporate offending that is tested with a sample of U.S. managers. Despite demands for increased sanctioning of corporate offenders, we find that the threat of legal action does not directly affect the likelihood of misconduct. Managers’ evaluations of the ethics of the act, measured using a multidimensional ethics scale, have a significant effect, as do outcome expectancies (...) that result from being associated with the misconduct but not facing formal sanctions. The threat of formal sanctions appears to operate indirectly, influencing ethical evaluations and outcome expectancies. Obedience to authority also affects illegal intentions, with managers reporting higher prospective offending when they are ordered to engage in misconduct by a supervisor. (shrink)

This project uses machine learning and computer vision techniques and a novel interactive visualization tool to provide street-level characterization of urban spaces such as safety and maintenance in urban neighborhoods. This is achieved by collecting and annotating street-view images, extracting objective metrics through computer vision techniques, and using crowdsourcing to statistically model the perception of subjective metrics such as safety and maintenance. For modeling human perception and scaling it up with a predictive algorithm, we evaluate perception predictions across two points (...) in time separated by economic changes in the urban core of Raleigh, North Carolina, in the aftermath of the 2008 Great Recession. We hypothesize specific socioeconomic processes can be substantially reflected in the built environment of cities and, thus, render themselves visible at the street level. This paper describes the process of incorporating subjective visual ratings across two datasets of temporally separated street-view images, an algorithm, and a visualization tool. This work serves as a case study for utilizing AI and visualization techniques in a richer characterization of urban spaces that includes both objective metrics such as income (that operates at a broader scale) and subjective metrics such as perception of individuals (that operates at a narrower scale at specific locations). We outline an interdisciplinary methodology to test this hypothesis in streetscape data from Raleigh, NC, from 2008 to 2020. We describe the results of training algorithms that utilized image features with crowdsourced human perception ratings. We provide a comparison of the results with income data. The analysis and interpretation of this comparison provide insight into the challenges and opportunities for using AI technology in characterizing changes in urban environments. One challenge is the ability of human domain experts to interpret the output of algorithms through manipulation and to integrate these results into their workflow. This is addressed with a novel interface designed for interactive analysis and visualization. We conclude with a discussion of some of the benefits and limitations of integrating AI models in the human expert’s decision-making process in the presence of both subjective and objective metrics. (shrink)

Extending the work of Davidson and Worrell, we further investigate the stock market''s reaction to announced corporate illegalities. We examine a sample of 535 announcements of corporate crime and obtain an overall insignificant stock market reaction. However, when the sample is divided by type of crime, we find that the stock market reacts significantly to announcements of bribery, tax evasion, and violations of government contracts. We also find a significantly negative reaction to announcements of corporate crime when the company had (...) been previously accused of other illegal activity. For companies accused of crime in the 1970s, 51% of them were accused again in the 1980s. (shrink)

Recent advances in mobile electroencephalogram (EEG) systems, featuring non-prep dry electrodes and wireless telemetry, have urged the needs of mobile brain-computer interfaces (BCIs) for applications in our daily life. Since the brain may behave differently while people are actively situated in ecologically-valid environments versus highly-controlled laboratory environments, it remains unclear how well the current laboratory-oriented BCI demonstrations can be translated into operational BCIs for users with naturalistic movements. Understanding inherent links between natural human behaviors and brain activities is the key (...) to ensuring the applicability and stability of mobile BCIs. This study aims to assess the quality of steady-state visual-evoked potentials (SSVEPs), which is one of promising channels for functioning BCI systems, recorded using a mobile EEG system under challenging recording conditions, e.g., walking. To systemati-cally explore the effects of walking locomotion on the SSVEPs, this study instructed subjects to stand or walk on a treadmill running at speeds of 1, 2, and 3 mile (s) per hour (MPH) while con-currently perceiving visual flickers (11 and 12 Hz). Empirical results of this study showed that the SSVEP amplitude tended to deteriorate when subjects switched from standing to walking. Such SSVEP suppression could be attributed to the walking locomotion, leading to distinctly deteriorated SSVEP detectability from standing (84.87±13.55%) to walking (1 MPH: 83.03±13.24%, 2 MPH: 79.47±13.53%, and 3 MPH: 75.26±17.89%). These findings not only demonstrated the applicability and limitations of SSVEPs recorded from freely behaving humans in realistic environments, but also provide useful methods and techniques for boosting the translation of the BCI technology from laboratory demonstrations to practical applications. (shrink)

Adolescent smartphone addiction has increasingly attracted the attention of scholars because of the widespread use of internet technology in educational environments. In addition, previous studies have found that there is a complex relationship between smartphone addiction and self-consistency congruence, and subjective well-being. This research was conducted to examine whether subjective well-being would mediate the relation between self-consistency congruence and adolescent smartphone addiction, and whether gender would moderate the mediating process. A total of 1,011 Chinese adolescents completed self-report questionnaires measuring self-consistency (...) congruence, subjective well-being, and smartphone addiction. Self-consistency congruence was shown to be a significant predictor of smartphone addiction. Furthermore, subjective well-being partially mediated the association between self-consistency congruence and adolescent smartphone addiction. Gender could moderate the mediating process; as compared with boys, girls’ self-consistency congruence and subjective well-being are more easily mediated. We envision the findings as being helpful in guiding scholars who are developing interventions to minimize smartphone addiction and its disrupting effects in adolescents. (shrink)

Drowsy driving is a major cause of automobile accidents. Previous studies used neuroimaging based approaches such as analysis of electroencephalogram (EEG) activities to understand the brain dynamics of different cortical regions during drowsy driving. However, the coupling between brain regions responding to this vigilance change is still unclear. To have a comprehensive understanding of neural mechanisms underlying drowsy driving, in this study we use transfer entropy, a model-free measure of effective connectivity based on information theory. We investigate the pattern of (...) information transfer between brain regions when the vigilance level, which is derived from the driving performance, changes from alertness to drowsiness. Results show that the couplings between pairs of frontal, central, and parietal areas increased at the intermediate level of vigilance, which suggests that an enhancement of the cortico-cortical interaction is necessary to maintain the task performance and prevent behavioral lapses. Additionally, the occipital-related connectivity magnitudes monotonically decreases as the vigilance level declines, which further supports the cortical gating of sensory stimuli during drowsiness. Neurophysiological evidence of mutual relationships between brain regions measured by Transfer entropy might elucidate the understanding of cortico-cortical communication during drowsy driving. (shrink)

This article addresses how Asian racialization grounds contemporary social media experimentation on—and comprehensive surveillance of—users. To make this point, we focus on the relationship between the sentimentality of white benevolence as an expression of US empire and the social scientific history of sentiment analysis, which derives from early twentieth-century analyses of women workers and Japanese internment camps. The drive to “read” the inscrutable other—framed as a benevolent alternative to direct coercion—underlies methods to better capture and control individuals by understanding their (...) reactions within experimental and disruptive environments. In tracing these histories, we contribute to larger efforts to unpack the centrality of racial formations to current forms of social media and to reveal how contemporary digital campaigns to protect Asian Americans sustain the mutually constitutive logic of white love and white hate. We conclude by reading for moments of Asian affective opacity as ways to move beyond the sentimental economy of love and hate that so easily feeds the digital economy of sentiment analysis. These examples of opacity make possible contradictory meanings to any particular affective response and makes possible practices of care that coexist with, but exceed, the extractive logics of sentiment analysis. (shrink)

Background: Most previous studies on moral distress focused on the factors that cause moral distress, paying inadequate attention to the moral conflict of nurses’ values, the physician–nurse power hierarchy, and the influence of the culture. Research objective: To analyze the main causes for moral distress with interpretive interactionism. Research design: A qualitative study was adopted. Participants: Through purposeful sampling, 32 nurses from 12 different departments were chosen as the samples. Ethical considerations: Approval from the Institutional Review Board of the Kaohsiung (...) Medical University Hospital. Findings: Moral distress is likely to occur in the following clinical situations: patients have no idea about their diseases; the medical decisions fail to meet the optimum benefit of patients; and patients with terminal cancers are not given a proper death. The reason why nurses become trapped in moral distress is that they fail to achieve moral goodness. Inadequate confidence, the physician–nurse power hierarchy, and the Oriental culture affect nurses’ goodness-based intention for patients, which deteriorates moral distress. Discussion: The main cause for moral distress is the moral goodness of nurses. If nurses’ goodness-based intention for patients is inconsistent with the moral objective of achieving optimum benefit for patients, it leads to moral distress. Culture is an essential background factor of care for patients. In the Oriental culture, family members influence patients’ right to know about their diseases, the choice of treatment, and patients’ autonomy of not receiving cardio-pulmonary resuscitation. This results in moral distress in medical care. Conclusion: The occurrence of moral distress demonstrates that nurses have moral characteristics such as goodness and caring. It is suggested that appropriate educational strategies can be adopted to weaken the power hierarchy between physicians and nurses and enhance nurses’ confidence and cultural sensitivity, so as to reduce the moral distress of nurses. (shrink)

Background Relational autonomy is an alternative concept of autonomy in which an individual is recognized as embedded into society and influenced by relational factors. Social context, including social location, political structure, and social forces, significantly influence an agent to develop and exercise autonomy skills. The relational approach has been applied in clinical practice to identify relational factors impacting patient autonomy and decision-making, yet there is a knowledge gap in how these factors influence the demonstration of relational autonomy in the context (...) of medical decisions of adults. Objective The present study targeted the existing knowledge of what and how relational factors impact individuals making medical decisions using the theoretical framework of relational autonomy. Methods A meta-synthesis study was utilized. Four electronic databases, including Embase, OVID Medline, CINAHL, and PubMed, were searched, along with gray literature and reference lists, to identify relevant studies. Results 23 studies reporting 21 qualitative and two mixed-method studies were reviewed. Four themes emerged from the qualitative findings: (1) supportive relationships facilitate an individual’s relational autonomy; (2) obtaining comprehensive information from broader sources helps individuals exercise relational autonomy; (3) undue family pressure impedes the exercising of patient relational autonomy; and (4) healthcare providers’ dominant voice hampers the demonstration of relational autonomy. Conclusions Applying relational autonomy to assist adults in making well-considered decisions is essential. The meta-synthesis suggests establishing a supportive relationship between individuals, healthcare providers, and family. A supportive relationship will allow healthcare providers to make judgments in line with an individual’s values and wishes with the aim of promoting relational autonomy. Advance care planning was proposed as the effective solution to obtain a consensus between individuals and their families while respecting an individual’s values and preferences. Furthermore, it is considered crucial for healthcare providers to appreciate an individual's values and incorporate their preferences into recommendations. (shrink)

A large body of research links testosterone and cortisol to male-male competition. Yet, little work has explored acute steroid hormone responses to coalitional, physical competition during middle childhood. Here, we investigate testosterone, dehydroepiandrosterone, androstenedione, and cortisol release among ethnically Chinese boys in Hong Kong, aged 8–11 years, during a soccer match and an intrasquad soccer scrimmage, with 63 participants competing in both treatments. The soccer match and intrasquad soccer scrimmage represented out-group and in-group treatments, respectively. Results revealed that testosterone showed (...) no measurable change. DHEA increased during both treatments in the majority of participants and the degree of change had no relation to independent variables or covariate measures. Most boys experienced androstenedione increases during match play, but no significant differences during the intrasquad soccer scrimmage competitions. The magnitude of change differed significantly between treatments and was positively associated with age. These latter findings suggest boys’ androstenedione responses may be sensitive to competitor type. For most subjects, cortisol significantly increased during match play, decreased during the intrasquad soccer scrimmage, and differed significantly between treatments, suggesting each treatment promoted a different psychological state among competitors. Cortisol/DHEA molar ratio decreased during the intrasquad scrimmage, suggestive of a more relaxed mental state. These data shed new light on potential proximate mechanisms associated with coalitional competition among prepubescent boys, with relevance to adrenarche and life history theory. (shrink)

This paper reports on an ongoing ARC Discovery Project that is conducting design research into learning in collaborative virtual worlds (CVW).The paper will describe three design components of the project: (a) pedagogical design, (b)technical and graphics design, and (c) learning research design. The perspectives of each design team will be discussed and how the three teams worked together to produce the CVW. The development of productive failure learning activities for the CVW will be discussed and there will be an interactive (...) demonstration of the project's CVW. (shrink)

本书在故乡的土地上出现过一代又一代的文化名人和仁人志士而感到骄傲和自豪。书中以文学传记的形式,将他们中杰出人物介绍给广大读者,他们坚韧不拔、克服困难和精神给人以鼓舞,他们各具特色的人生经历和杰出贡献给 人以启发。.

The twenty-first century is arguably the century of computing. In such a world saturated by computing, Computational Thinking is now recognized as a foundational competency for being an informed citizen and being successful in STEM work. Nevertheless, how to effectively import different types of teaching methods in university courses is subjected to further evaluation. Currently, the arguments in favor of tangible robots including high interaction, great practicality, and specific operation results make themselves to be often used as a teaching medium (...) and tool for teaching activities between teachers and students. Hence, in addition to cultivating students with computational thinking ability, this paper discussed how to integrate tangible robots into project-based learning courses of thinking skills training to improve the learning performance of the computational thinking ability. This study conducted in one semester on the 105 students from three classes. Experimental results show that the project-based learning method integrated with the teaching material of robotic visual programs approach had significantly better effectiveness in improving students' learning achievements than the traditional teaching method integrated with paper practice teaching materials approach. Analysis of the questionnaire results showed that the proposed learning approach did not increase the students' cognitive burden. In sum, the proposed approach helps students' learning achievement and cognitive load. (shrink)

The financial crisis of 2007–2008 and the COVID-19 pandemic have caused many enterprises to suffer great losses. Thus, companies have to take measures such as pays cut, furloughs, or layoffs, which caused dissatisfaction among employees and triggered labor disputes. Therefore, this study explores the service-oriented organizational citizenship behavior based on the decomposed theory of planned behavior in order to understand the behavioral intentions of employees through their mental states, job attitudes, subjective norms, and perceived behavioral control. This study conducted questionnaire (...) surveys for employees in different industries, collected 281 valid questionnaires, and applied Structural Equation Model for the analysis. The results show: employees believe organizational justice in the organization is important, and when they feel treated fairly, their job attitudes and beliefs are enhanced. Employees’ job attitudes and beliefs support service-oriented organizational citizenship behavior, in other words, they have positive job attitudes and beliefs and will actively provide better service to customers. When employees are treated reasonably and fairly by the organization and have positive job attitudes and perceived behavior control, their spontaneous service-oriented organizational citizenship behavior is stimulated, thus increasing organizational development. (shrink)

The coronavirus disease 2019 (COVID-19) pandemic has fueled anti-Asian, especially anti-Chinese sentiments worldwide, which may negatively impact diasporic Chinese youths’ adjustment and prosocial development. This study examined the association between compassion, discrimination and prosocial behaviors in diasporic Chinese youths during the COVID-19 pandemic. 360 participants participated and completed the multi-country, cross-sectional, web-based survey between April 22 and May 9, 2020, the escalating stage of the pandemic. This study found compassion as prosocial behaviors’ proximal predictor, while discrimination independently predicted participation in (...) volunteering, and could potentially enhance the association between compassion and charitable giving. These findings suggest that prosociality among young people is sensitive to social context, and that racial discrimination should be considered in future prosocial studies involving young members of ethnic and racial minorities. (shrink)

This research empirically investigates the static and dynamic impacts of firms' digital transformation on environmental, social, and governance (ESG) performance by employing data of listed Chinese companies from 2011 to 2020 via estimations of propensity score matching and difference in differences. First, we find that digital transformation does some good to improve firms' ESG, which is confirmed after conducting several robustness tests. Second, digital transformation benefits the three aspects of ESG (environmental performance, social responsibility, and governance), and its impact is (...) dynamic, promote ESG two years after the digital reform. Third, the impact of digital transformation on ESG is not constant among different firms. Specifically, digital transformation's impact on ESG is stronger among firms located in western or central regions of China and to those in polluting and competitive industries, as well as among non-stated-owned enterprises. (shrink)

The University of Kentucky has required that all researchers and research-eligible individuals complete RCR training every 2 years to ensure there is at least a baseline of RCR training throughout the wider research community. The overall goal is to create a research climate that fosters RCR across the institution for approximately 14,400 researchers and research eligible faculty, staff, and trainees engaged in research or creative work. A systematic data strategy was developed and implemented to identify individuals required to complete the (...) RCR training and included real-time data tracking using data analytic tools and sophisticated data models. The RCR training consists of the completion of online asynchronous modules and an in-person RCR training event where case studies are discussed to apply the learning gained from the online modules and prepare participants to practice ethical decision-making in future real-world problem-solving. A train-the-trainer approach was implemented to conduct the in-person RCR training of all researchers and research eligible individuals. A library of interactive case scenarios was developed for the mandatory in-person RCR training applicable to various disciplines across the institution. A survey of participants on the RCR training provided empirical data from approximately 12% of participants. Over 72% of respondents indicated the training positively impacted their behavior. An initiative of this magnitude and reach is the broadest of its kind in the United States (US) and the article outlines the procedures and experiences in implementing the project. (shrink)

With the increasing prevalence of Internet usage, Internet-Delivered Psychological Treatment (IDPT) has become a valuable tool to develop improved treatments of mental disorders. IDPT becomes complicated and labor intensive because of overlapping emotion in mental health. To create a usable learning application for IDPT requires diverse labeled datasets containing an adequate set of linguistic properties to extract word representations and segmentations of emotions. In medical applications, it is challenging to successfully refine such datasets since emotion-aware labeling is time consuming. Other (...) known issues include vocabulary sizes per class, data source, method of creation, and baseline for the human performance level. This paper focuses on the application of personalized mental health interventions using Natural Language Processing (NLP) and attention-based in-depth entropy active learning. The objective of this research is to increase the trainable instances using a semantic clustering mechanism. For this purpose, we propose a method based on synonym expansion by semantic vectors. Semantic vectors based on semantic information derived from the context in which it appears are clustered. The resulting similarity metrics help to select the subset of unlabeled text by using semantic information. The proposed method separates unlabeled text and includes it in the next active learning mechanism cycle. Our method updates model training by using the new training points. The cycle continues until it reaches an optimal solution, and it converts all the unlabeled text into the training set. Our in-depth experimental results show that the synonym expansion semantic vectors help enhance training accuracy while not harming the results. The bidirectional Long Short-Term Memory (LSTM) architecture with an attention mechanism achieved 0.85 Receiver Operating Characteristic (ROC curve) on the blind test set. The learned embedding is then used to visualize the activated word's contribution to each symptom and find the psychiatrist's qualitative agreement. Our method improves the detection rate of depression symptoms from online forum text using the unlabeled forum texts. (shrink)

This article investigates the structure of trust in China and compares it with the U.S., using the 2000 and 2005 waves of the World Value Survey (WVS). We analyze two dimensions of trust - trust in people and trust in major companies. It is found that the level of trust has remained stable in China within the 5-year period. On the other hand, trust in major companies has declined dramatically in U.S. while trust in people has increased slightly. The structure (...) of trust in companies is different from trust in people. For both countries, individuals with higher education tend to have a higher level of trust. Individuals who are divorced tend to have lower trust in people. Individuals who think that other people are fair are more likely to trust in people. Preference for competition has a positive effect on trust in major companies. On the other hand, some differences between the two countries are observed. Perception of fairness does not affect trust in major companies in China, while it has a positive effect in U.S. in year 2006. Preference for equality has a negative effect on trust in major companies in U.S. but no significant effect in China. The pattern of trust and its changes over time may reflect differences in market conditions in the two economies. (shrink)

Existing studies mainly explored the detrimental effect of employee credit claiming, and little is known about how leader credit claiming can affect employees. Based on affective events theory and relative deprivation theory, we explore how leader credit claiming affects employee work outcomes by the research methods of literature review, interview, and empirical questionnaire. With a sample of 418 matched leader–employee pairs from a large manufacturing company, we find that leader credit claiming influences employee work outcomes through the mediating role of (...) employee anger and perceived unfairness. Additionally, we determine that leader credit-claiming attribution has a moderating influence on the relationship between credit claiming and anger and between credit claiming and perceived unfairness. The results support all hypotheses. Furthermore, we discuss the theoretical and practical implications of the findings. (shrink)

Using Reidenbach and Robin’s Multidimensional Ethics Scale, this study designs three scenarios related to academic dishonesty dilemmas to explore students’ moral philosophies, behavioral intentions, and ethical judgments and further examines whether students with different individual factors have differences in the above variables. A total of 605 students from two areas, Taiwan and Mainland China, participated in this study. The results indicated that Taiwanese students had stricter moral equity, relativism, and contractualism philosophies in the duplicate submission scenario than Mainland China students. (...) They also had stricter moral equity and relativism philosophies in the incomplete citation scenario. Similarly, relatively harsh relativism and contractualism philosophies accompanied by a low level of willingness to be a perpetrator in the failure to cite research published in other countries scenario were found. In addition, females applied relatively harsh moral equity and utilitarianism to all scenarios, reporting that they and their peers were less likely to engage in all AD activities. Graduates had a stricter egoism attitude toward duplicate submission and had stricter moral equity, relativism, and contractualism philosophies toward the behavior of incomplete citation. Graduate students also had strict moral equity, relativism, egoism, and contractualism beliefs in the failure to cite the foreign research scenario. Finally, regression analysis showed that moral equity, contractualism, and self-behavioral intention are significant predictors of students’ ethical evaluations in the three scenarios. (shrink)

We investigated the pairing of a financial news article prediction system, AZFinText, with sentiment analysis techniques. From our comparisons we found that news articles of a subjective nature were easier to predict in both price direction (59.0% vs 50.4% without sentiment) and through a simple trading engine (3.30% return vs 2.41% without sentiment). Looking into sentiment further, we found that news articles of a negative sentiment were easiest to predict in both price direction (50.9% vs 50.4% without sentiment) and our (...) simple trading engine (3.04% return vs 2.41% without sentiment). Investigating the negative sentiment further, we found that AZFinText was best able to predict price decreases in articles of a positive sentiment (53.5%) and price increases in articles of a negative or neutral sentiment (52.4% and 49.5% respectively). (shrink)

This study applies the concept of reported speech advanced by the renowned Russian literary scholar Mikhail Bakhtin to compare the argumentative styles of Mainland China and Taiwan. These societies in question are considered by many scholars as sharing the same argumentative style. The study reports that the Mainland debaters more frequently than the Taiwanese debaters maintained the authenticity of the quotations cited from ancient Confucian sources, whereas Taiwanese debaters paraphrased more frequently. On the other hand, this difference cannot be found (...) when debaters quoted from sources other than Ancient Confucians. The findings, according to Bakhtin, imply a contrast of monologic and dialogic tendencies toward authority, which results in a style difference between Mainland and Taiwan argumentation. (shrink)