This study aims to explore if local responsiveness pressure and subsidiary resources influence green management adoption of overseas subsidiaries, and to investigate the relationships between the level of green management adoption and performance. The 101 effective samples were collected from 583 Taiwanese firms, which are listed in the top 1000 manufactory firms and have invested in China. Though structural equation model analysis' empirical results indicate that local responsiveness pressure and subsidiary resources both have positive effects on the level of green (...) management adoption of the subsidiary. This study also suggests that the level of green management adoption is positively related to the subsidiary's performance. (shrink)

Literature on ethical behavior has paid little attention to the mechanism between macro-environmental variables and environmental performance. This study aims at constructing a model to examine the relationships which link cultural values, population growth, economic development, and environmental performance by incorporating the mediating role of education. The multiple linear regression model was employed to test the hypotheses on a 3-year-pooled sample of 51 countries. Empirical results conclude that national culture, economic development, and population growth would significantly influence environmental performance directly. (...) In addition, through the mediating effect of education, population growth and national culture would significantly affect environmental performance indirectly. These findings provide theoretical and managerial implications for constructing the mechanism of cultural values and ethical behavior in general and environmental management in particular. (shrink)

There is increasing interest in clarifying how different face emotion expressions are perceived by people from different cultures, of different ages and sex. However, scant availability of well-controlled emotional face stimuli from non-Western populations limit the evaluation of cultural differences in face emotion perception and how this might be modulated by age and sex differences. We present a database of East Asian face expression stimuli, enacted by young and older, male and female, Taiwanese using the Facial Action Coding System (FACS). (...) Combined with a prior database, this present database consists of 90 identities with happy, sad, angry, fearful, disgusted, surprised and neutral expressions amounting to 628 photographs. 20 young and 24 older East Asian raters scored the photographs for intensities of multiple-dimensions of emotions and induced affect. Multivariate analyses characterized the dimensionality of perceived emotions and quantified effects of age and sex. We also applied commercial software to extract computer-based metrics of emotions in photographs. Taiwanese raters perceived happy faces as one category, sad, angry, and disgusted expressions as one category, and fearful and surprised expressions as one category. Younger females were more sensitive to face emotions than younger males. Whereas older males showed reduced face emotion sensitivity, older female sensitivity was similar or accentuated relative to young females. Commercial software dissociated six emotions according to the FACS demonstrating that defining visual features were present. Our findings show that East Asians perceive a different dimensionality of emotions than Western-based definitions in face recognition software, regardless of age and sex. Critically, stimuli with detailed cultural norms are indispensable in interpreting neural and behavioral responses involving human facial expression processing. To this end, we add to the tools, which are available upon request, for conducting such research. (shrink)

This study aims to explore if local responsiveness pressure and subsidiary resources influence green management adoption of overseas subsidiaries, and to investigate the relationships between the level of green management adoption and performance. The 101 effective samples were collected from 583 Taiwanese firms, which are listed in the top 1000 manufactory firms and have invested in China. Though structural equation model (SEM) analysis' empirical results indicate that local responsiveness pressure and subsidiary resources both have positive effects on the level of (...) green management adoption of the subsidiary. This study also suggests that the level of green management adoption is positively related to the subsidiary's performance. (shrink)

This paper aims to explore the appropriation of Deleuzian literary theory in the Chinese context and its potential for mapping a new global poetics. The purpose of this treatment is thus twofold: first, it will redefine the East–West literary relationship, and second, it will seek a new ethics of life, as endorsed by Deleuze's philosophy of immanence. One finds an affinity between literature and life in Deleuze's philosophy: in short, literature appears as the passage of life and an enterprise of (...) health and thus seeks new possibilities of life, which consists in the invention of a new language and a new people. But what kind of health may such a view provide for a non-Western individual, people, literature and culture? This investigation further appeals to the medium of translation. This paper argues that the act of translation functions as a means of deterritorialisation that displays continuing variations of a language, and through translation, Deleuze's clinical and critical aspects of literature promote a transversal poetics that transcends the binary, oppositional conception of East–West and an immanent ethics of life that overcomes the sentiment of ressentiment. (shrink)

ObjectiveRetinal vein occlusion (RVO) is the second most common retinal vascular disorder after diabetic retinopathy, which is the main cause of vision loss. Retinal vein occlusion might lead to macular edema, causing severe vision loss. Previous neuroimaging studies of patients with RVO demonstrated that RVO was accompanied by cerebral changes, and was related to stroke. The purpose of the study is to investigate synchronous neural activity changes in patients with RVO.MethodsA total of 50 patients with RVO and 48 healthy subjects (...) with matched sex, age, and education were enrolled in the study. The ReHo method was applied to investigate synchronous neural activity changes in patients with RVO.ResultsCompared with HC, patients with RVO showed increased ReHo values in the bilateral cerebellum_4_5. On the contrary, patients with RVO had decreased ReHo values in the bilateral middle occipital gyrus, right cerebelum_crus1, and right inferior temporal gyrus.ConclusionOur study demonstrated that patients with RVO were associated with abnormal synchronous neural activities in the cerebellum, middle occipital gyrus, and inferior temporal gyrus. These findings shed new insight into neural mechanisms of vision loss in patients with RVO. (shrink)

The development of access rights as, perhaps, a replacement for copyright in digital rights management (DRM) systems, draws our attention to the importance of ‚the balance problem’ between information industries and the individual user. The nature of just what this ‚balance’ is, is often mentioned in copyright writings and judgments, but is rarely discussed. In this paper I focus upon elucidating the idea of balance in intellectual property and propose that the balance concept is not only the most feasible way (...) to examine whether past solutions to copyright problems are fair, but it also provides the ability to predict what will be the better solution for all affected parties. Based upon an envy-free contribution towards predicting the efficient balance, game theory is applied in a novel manner to the DRM problem to infer where and what might be the optimal balance in the debate over the nature of access right. (shrink)

Robot is definitely playing important role in human society. Low contact on machine standards is mostly on industrial robot while close contacts are in increasing demand in service robot, etc. The development of robotics with advanced hardware and artificial intelligence (AI) provide the possibility with human beings while close contacts raise many new issues on ethics and risks. For interaction, the related technique of perception, cognition and interaction are briefly introduced. For ethics, rules should be given for the robot designers (...) to include ethics for certain application while risks should be evaluated during the experiment test. To make efficient decision, safety design with AI technology should be put on agenda for roboticists. Except from the risks, ethics raise many challenges while most of them can be solved by developing technologies while some of the problems exist in human’s society which also raise the questions for the human beings. More broader vision should be taken from different social departments together to avoid the possible embarrassed issues. It’s time to welcome the world of robotics and related techniques will make life more efficient while human-robot coexistence society will come one day and law should be imposed on both. (shrink)

Business moral values are defined as the personal moral values held by individuals who are engaged in business interactions. Direct supervisors may play an important role in shaping the business moral values of their subordinates. Using 264 supervisor— subordinate dyadic data from Taiwanese organizations, the study investigated the relationships among supervisor business moral values, subordinate business moral values, subordinate organizational commitment, job performance, and attendance. The results indicated that supervisor business moral values were positively associated with subordinate business moral values, (...) and that the latter mediated the relationship between the former and subordinate outcomes. Implications for business moral values research are discussed. (shrink)

Co-creativity focuses on how individuals produce innovative ideas together. As few studies have explored co-creativity using standardized tests, it is difficult to effectively assess the individual’s creativity performance within a group. Therefore, this study aims to develop a platform that allows two individuals to answer creativity tests simultaneously. This platform includes two divergent thinking tasks, the Straw Alternative Uses Test and Bottle Alternative Uses Test, and Chinese Radical Remote Associates Test A and B, which were used to evaluate their open-and (...) closed-ended creative problem-solving performance. This platform has two modes: single-player mode and paired-player mode. Responses from 497 adults were collected, based on which the fluency, flexibility, and originality of divergent thinking were measured. This study also developed a computer scoring technique that can automatically calculate the scores on these creativity tests. The results showed that divergent thinking scores from computer-based calculation and manual scoring were highly positively correlated, suggesting that the scores on a divergent thinking task can be calculated through a system that avoids time-consuming, uneconomical manual scoring. Overall, the two types of tests on this platform showed considerable internal consistency reliability and criterion-related validity. This advanced application facilitates the collection of empirical evidence about co-creativity. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Introduction to Benjamin I. Schwartz' "China and Contemporary Millenarianism—Something New under the Sun"Lin Yu-shengIn the spring of 1998, my colleague Mike Clover, a historian of the ancient West and an admirer of Benjamin I. Schwartz' The World of Thought in Ancient China, invited Professor Schwartz to participate, with Heiko Oberman, J. C. Heesterman, and Catherine Coquery-Vidrovitch, among others, in a conference he had been organizing on "Eurasia and Africa (...) during the Last Thousand Years." The essay that follows—the last piece of scholarly writing by Ben Schwartz, finished thirty-seven days before his passing—was read by me on his behalf at the conference, held on October 11 and 12, 1999, in Madison.From my telephone conversations with Ben in the summer of 1999, I learned that while he intended to work on a paper for the conference to be titled "The Idea of Unilinear Evolution and the Destinies of China," his attention was very much drawn to the fact of the onset in America of unbridled consumerism and materialism, whose characteristic of feeding on themselves with ever increasing intensity and widespread impact seemed to indicate to him the rise of a profoundly disturbing new phenomenon in this world. When I visited with Ben and Bunny (Mrs. Schwartz) in Cambridge on October 2 and 3, Ben was in the midst of writing an essay on what he would call the "new technological-economic millenarianism" or "materialistic apocalypticism." He said that he preferred to have me read this essay, which he would finish before the conference, rather than the one he originally intended to write. Since the conference was meant to take note of the significance of the passage of time from a world-historical perspective, the reflections by a thinker as deeply serious and searching as Ben Schwartz at the juncture of the end of the second millennium and the beginning of the third on the implications of an entirely new worldwide phenomenon as he perceived it—though having little direct bearing on China's past—would of course be most welcome at the conference.Ben's health deteriorated almost immediately after he had completed the essay on Friday, October 8, and he died on November 14, 1999. We now know from hindsight that Ben had probably felt that he might soon leave us, but he summoned enough energy not to let this happen before his completion of the essay, partly due to his sense of responsibility to deliver what he had promised and partly, and more importantly, because of the imperative he felt to issue, in the spirit of the old prophets, as his parting words, a grave warning to his fellow human beings.The essay is discursive, with many important points implied through nuance rather than formally argued. We can hardly expect more, given the physical condition of its author at the time of its writing. Although this does not, in my opinion, diminish its importance, it does demand close reading from its readers. The following is my brief attempt at this task, for whatever it may be worth. [End Page 189]To begin with, that Ben chooses to use religious language (which is related to "ultimate concerns")—words like "millenarianism" or "apocalypticism," which are ordinarily reserved for depicting the rare and drastic deliverance of humankind from "the vast burden of human suffering and despair"—as a means to explore metaphorically the nature and implications of the new consumerism and materialism is indicative of how serious he has perceived the onset of the phenomenon under consideration to be.To the extent that consumerism and materialism promise to their true believers "a totally new way of neutralizing the age-old causes of human suffering" (italics mine) through their "total attention on every aspect of human life from the techno-economic side," it is legitimate to speak of them as "materialistic apocalypticism," in that they transcend all tensions and agonies in life and elevate the true believers to a state of salvation. However, in its exclusive concern with "unalloyed, unreflective contentment" and pleasure in the self without any regard for the ethical consequences of techno-economic progress, it is a new materialism very different from... (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Remarks at Harvard University Memorial Service for Benjamin I. SchwartzYu-sheng LinAmong the eminent intellectual historians in the world after World War II, Ben Schwartz was one of the most subtle and profound. He was deeply rooted in—but not confined by—the humanist tradition of Montaigne and Pascal, and this provided him with insights into the wretchedness as well as the grandeur of the human condition and with a conscious Socratic (...) moral and intellectual drive toward self-examination as a prerequisite for any inquiry into human affairs. Indeed, the distinctivecharacter of Ben's scholarship lay in his integration of morality and intellect. These humanistic resources in combination with his outstanding intellectual endowment enabled Ben to reach great heights of scholarly endeavor.To mention just a few of his many enduring achievements: Ben's thesis, advanced as early as 1951 and based on a study of the inner history of the rise of the Chinese Communist movement from a comparative perspective, developed the idea that the trajectory of Marxism eastward to Russia and China was, in fact, "a steady process of decomposition." This powerful argument has stood the test of time, whereas both the notion, on the Right, of a monolithic world communism and the idea, on the Left, of the Chinese Communist movement as the embodiment of the intellectual and moral legitimacy of Marxism fell by the wayside.His In Search of Wealth and Power: Yen Fu and the West, which offers a double mirror, with modern China illuminated by the modern West and vice versa, is a trailblazing work in intercultural intellectual history. Furthermore, The World of Thought in Ancient China, Ben's prizewinning magnum opus, which treats the whole range of ancient Chinese thought from a world-historical perspective, has achieved a methodological, no less than a historiographical, breakthrough. Ben's discussion of the need to "descend from the level of total cultural orientations to the level of shared problématiques" advances boldly beyond Max Weber's ideal-typical analysis in comparative world history. Historiographically, Ben's study of the general orientations in ancient China and their dialectical relations with the problématiques manifested in different schools of thought is the most incisive and comprehensive treatment of ancient Chinese thought to date.These great achievements derived from his ability to combine deep insights into historical realities with a humane simplicity in holding onto what is central in life. Such a simplicity was manifest in his spontaneous humility, a quality that furnished him with the moral and intellectual resources by which to develop empathetic understanding of the various strands of thought in China as well as in the West. Ben's analyses of human problems from a world-historical perspective, while characteristically erudite, subtle, complex, and at times extraordinarily brilliant, were singularly free from any trace of the influence of intellectual fashions and from any sort of [End Page 187] posturing or self-exhibition. He always struggled at the center of life and history, making the best effort to enter into the depth of human reality, drawing out its significanceas fully as he could. These great attainments were, I submit, a natural outgrowth of the strength of his moral and intellectual character, which led him to be truly open-minded and thus acutely perceptive. It was because he was so seriously interested in the study of humanity that he so seriously studied the Chinese. His universalist concerns fused with his humanist humility and thus empowered him to lift the field of Chinese studies out of its various forms of parochialism.The Confucian philosopher Xun Zi once said that the genuine scholar "explains with a humane compassion, listens with a studious attitude, and engages in disputation with an impartial mind." I know no one other than Ben Schwartz to have attained this ideal. His absolute joy in intellectual give-and-take and his delight, with his eyes gently sparkling, in reaching an understanding of a complex issue were infectious. It was indeed my good fortune and great privilege to be able to sit at the feet of Professor Schwartz. He embodied most eloquently the very essence of humanistic scholarship; his spirit is and shall always be a... (shrink)

ObjectiveType 2 diabetes mellitus (T2DM) is a high risk of cognitive decline and dementia, but the underlying mechanisms are not yet clearly understood. This study aimed to explore the functional connectivity (FC) and topological properties among whole brain networks and correlations with impaired cognition and distinguish T2DM from healthy controls (HC) to identify potential biomarkers for cognition abnormalities.MethodsA total of 80 T2DM and 55 well-matched HC were recruited in this study. Subjects’ clinical data, neuropsychological tests and resting-state functional magnetic resonance (...) imaging data were acquired. Whole-brain network FC were mapped, the topological characteristics were analyzed using a graph-theoretic approach, the FC and topological characteristics of the network were compared between T2DM and HC using a general linear model, and correlations between networks and clinical and cognitive characteristics were identified. The support vector machine (SVM) model was used to identify differences between T2DM and HC.ResultsIn patients with T2DM, FC was higher in two core regions [precuneus/posterior cingulated cortex (PCC)_1 and later prefrontal cortex_1] in the default mode network and lower in bilateral superior parietal lobes (within dorsal attention network), and decreased between the right medial frontal cortex and left auditory cortex. The FC of the right frontal medial-left auditory cortex was positively correlated with the Montreal Cognitive Assessment scales and negatively correlated with the blood glucose levels. Long-range connectivity between bilateral auditory cortex was missing in the T2DM. The nodal degree centrality and efficiency of PCC were higher in T2DM than in HC (P < 0.005). The nodal degree centrality in the PCC in the SVM model was 97.56% accurate in distinguishing T2DM patients from HC, demonstrating the reliability of the prediction model.ConclusionFunctional abnormalities in the auditory cortex in T2DM may be related to cognitive impairment, such as memory and attention, and nodal degree centrality in the PCC might serve as a potential neuroimaging biomarker to predict and identify T2DM. (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 paper, we study the path based continuous spatial keyword queries, which find the answer set continuously when the query point moves on a given path. Under this setting, we explore two primitive spatial keyword queries, namely k nearest neighbor query and range query. The technical challenges lie in that: retrieving qualified vertices in large road networks efficiently, and issuing the query continuously for points on the path, which turns out to be inapplicable. To overcome the above challenges, we (...) first propose a backbone road network index structure, which supports the distance computation efficiently and offers a global insights of the whole road network. Motivated by the safe zone technique, we then transform our queries to the issue of finding event points, which capture the changes of answer set. By this transformation, our queries are to be simple and feasible. To answer the queries, we propose a Two-Phase Progressive computing framework, which first computes the answer sets for some crucial vertices on the path, and then identifies the event points by the retrieved answer sets. Extensive experiments on both real and synthetic data sets are conducted to evaluate the performance of our proposed algorithms, and the results show that our algorithms outperform competitors by several orders of magnitude. (shrink)

When it comes to Chinese transformational leadership behavior, the focus seems to be Confucian work value; nonetheless, it represents only one of the Chinese traditions. In order to have a better understanding the relationship between Chinese traditional values and transformational leadership behavior, Taoist work value should also be taken into consideration. Thus, this study firstly develops Confucian and Taoist work value scale (study 1) and then applies this scale to examine its relationship with transformational leadership (study 2). The results show (...) that while Confucian work value is the most consistent predictor of core transformational leader behavior and high-performance expectations, Taoist work value is the most consistent predictor of intellectual stimulation. (shrink)

PurposeThe primary angle-closure glaucoma is an irreversible blinding eye disease in the world. Previous neuroimaging studies demonstrated that PACG patients were associated with cerebral changes. However, the effect of optic atrophy on local and remote brain functional connectivity in PACG patients remains unknown.Materials and MethodsIn total, 23 patients with PACG and 23 well-matched Health Controls were enrolled in our study and underwent resting-state functional magnetic resonance imaging scanning. The regional homogeneity method and functional connectivity method were used to evaluate the (...) local and remote brain functional connectivity. Moreover, support vector machine method was applied to constructing PACG classification model.ResultsCompared with the HC, PACG patients showed increased ReHo values in right cerebellum _8, left CER_4-5, and right CER_8. In contrast, PACG patients showed decreased ReHo values in the bilateral lingual gyrus /calcarine /superior occipital gyrus and right postcentral gyrus. The ReHo value exhibited an accuracy of 91.30% and area under curve of 0.95 for distinguishing the PACG patients from HC.ConclusionOur study demonstrated that the PACG patients showed abnormal ReHo value in the cerebellum, visual cortex, and supplementary motor area, which might be reflect the neurological mechanisms underlying vision loss and eye pain in PACG patients. Moreover, the ReHo values can be used as a useful biomarker for distinguishing the PACG patients from HCs. (shrink)

The meshed control theory assumes that cognitive control and automatic processes work together in the natural attention of experts for superior performance. However, the methods adopted by previous studies limit their capacity to provide in-depth information on the neuromotor processes. This experiment tested the theory with an alternative approach. Twelve skilled golfers were recruited to perform a putting task under three conditions: (1) normal condition, with no focus instruction (NC), (2) external focus of attention condition (EC), and (3) internal focus (...) of attention condition (IC). Four blocks of 10 putts each were performed under each condition. The putting success rate and accuracy were measured and electroencephalographies (EEGs) were recorded. The behavioral results showed that the NC produced a higher putting success rate and accuracy than the EC and IC. The EEG data showed that the skilled golfers’ attentional processes in the NC initially resembled those in the EC and then moved toward those in the IC just before putting. This indicates a switch from more automatic processes to cognitive control processes while preparing to putt. The findings offer support for the meshed control theory and indicate the dynamic nature of neuromotor processes for the superior performance of athletes in challenging situations. (shrink)

Music is an activity that needs to be acted out and “doing” music is a very embodied experience. That’s why the metaphor of motion is pervasive in Western class.

Post-stroke depression is a serious complication of stroke that significantly restricts rehabilitation. The use of immersive virtual reality for stroke survivors is promising. Herein, we investigated the effects of a novel immersive virtual reality training system on PSD and explored induced effective connectivity alterations in emotional networks using multivariate Granger causality analysis. Forty-four patients with PSD were equally allocated into an immersive-virtual reality group and a control group. In addition to their usual rehabilitation treatments, the participants in the immersive-virtual reality (...) group participated in an immersive-virtual reality rehabilitation program, while the patients in the control group received 2D virtual reality rehabilitation training. The Hamilton Depression Rating Scale, modified Barthel Index, and resting-state functional magnetic resonance imaging data were collected before and after a 4-week intervention. rsfMRI data were analyzed using multivariate GCA. We found that the immersive virtual reality training was more effective in improving depression in patients with PSD but had no statistically significant improvement in MBI scores compared to the control group. The GCA showed that the following causal connectivities were strengthened after immersive virtual reality training: from the amygdala, insula, middle temporal gyrus, and caudate nucleus to the dorsolateral prefrontal cortex; from the insula to the medial prefrontal cortex; and from the thalamus to the posterior superior temporal sulcus. These causal connectivities were weakened after treatment in the control group. Our results indicated the neurotherapeutic use of immersive virtual reality rehabilitation as an effective non-pharmacological intervention for PSD; the alteration of causal connectivity in emotional networks might constitute the neural mechanisms underlying immersive-virtual reality rehabilitation in PSD. (shrink)

In recent years, sequencing technologies have enabled the identification of a wide range of non-coding RNAs (ncRNAs). Unfortunately, annotation and integration of ncRNA data has lagged behind their identification. Given the large quantity of information being obtained in this area, there emerges an urgent need to integrate what is being discovered by a broad range of relevant communities. To this end, the Non-Coding RNA Ontology (NCRO) is being developed to provide a systematically structured and precisely defined controlled vocabulary for the (...) domain of ncRNAs, thereby facilitating the discovery, curation, analysis, exchange, and reasoning of data about structures of ncRNAs, their molecular and cellular functions, and their impacts upon phenotypes. The goal of NCRO is to serve as a common resource for annotations of diverse research in a way that will significantly enhance integrative and comparative analysis of the myriad resources currently housed in disparate sources. It is our belief that the NCRO ontology can perform an important role in the comprehensive unification of ncRNA biology and, indeed, fill a critical gap in both the Open Biological and Biomedical Ontologies (OBO) Library and the National Center for Biomedical Ontology (NCBO) BioPortal. Our initial focus is on the ontological representation of small regulatory ncRNAs, which we see as the first step in providing a resource for the annotation of data about all forms of ncRNAs. (shrink)

Empathy is essential for human survival and social interaction. Although mindfulness-based interventions have been used to improve empathy in healthy populations, its therapeutic efficacy remains unknown. This study aims to investigate the therapeutic effects of MBIs on empathy in a healthy population and the potential factors affecting the efficacy of MBIs. The literature search focused on PubMed, Embase, Web of Science, Cochrane Library, and CNKI from inception to September 2022. Randomized controlled trials and quasi-experimental studies reporting the effects of using (...) MBIs on empathy in healthy populations were included. A total of 13 studies were included in this review. Results of the meta-analysis showed that MBIs improved empathy in the healthy population compared with that in the control group. Moreover, results of the subgroup analysis showed that intervention dose, format, and types were important factors affecting treatment outcomes. This comprehensive review suggests that MBIs are effective treatment for empathy in healthy population. Future research should markedly focus on large-sample, rigorously designed experiments to explore the long-term effects of MBIs on empathy and to elucidate the underlying mechanisms of MBIs. This study provides a reference for the daily application of MBIs. (shrink)

Background Individual physicians and physician-associated factors may influence patients’/surrogates’ autonomous decision-making, thus influencing the practice of do-not-resuscitate orders. The objective of this study was to examine the influence of individual attending physicians on signing a DNR order. Methods This study was conducted in closed model, surgical intensive care units in a university-affiliated teaching hospital located in Northern Taiwan. The medical records of patients, admitted to the surgical intensive care units for the first time between June 1, 2011 and December 31, (...) 2013 were reviewed and data collected. We used Kaplan–Meier survival curves with log-rank test and multivariate Cox proportional hazards models to compare the time from surgical intensive care unit admission to do-not-resuscitate orders written for patients for each individual physician. The outcome variable was the time from surgical ICU admission to signing a DNR order. Results We found that each individual attending physician’s likelihood of signing do-not-resuscitate orders for their patients was significantly different from each other. Some attending physicians were more likely to write do-not-resuscitate orders for their patients, and other attending physicians were less likely to do so. Conclusion Our study reported that individual attending physicians had influence on patients’/surrogates’ do-not-resuscitate decision-making. Future studies may be focused on examining the reasons associated with the difference of each individual physician in the likelihood of signing a do-not-resuscitate order. (shrink)

Statistics play a critical role in biological and clinical research. However, most reports of scientific results in the published literature make it difficult for the reader to reproduce the statistical analyses performed in achieving those results because they provide inadequate documentation of the statistical tests and algorithms applied. The Ontology of Biological and Clinical Statistics (OBCS) is put forward here as a step towards solving this problem. Terms in OBCS, including ‘data collection’, ‘data transformation in statistics’, ‘data visualization’, ‘statistical data (...) analysis’, and ‘drawing a conclusion based on data’, cover the major types of statistical processes used in basic biological research and clinical outcome studies. OBCS is aligned with the Basic Formal Ontology (BFO) and extends the Ontology of Biomedical Investigations (OBI), an OBO (Open Biological and Biomedical Ontologies) Foundry ontology supported by over 20 research communities. We discuss two examples illustrating how the ontology is being applied. In the first (biological) use case, we describe how OBCS was applied to represent the high throughput microarray data analysis of immunological transcriptional profiles in human subjects vaccinated with an influenza vaccine. In the second (clinical outcomes) use case, we applied OBCS to represent the processing of electronic health care data to determine the associations between hospital staffing levels and patient mortality. Our case studies were designed to show how OBCS can be used for the consistent representation of statistical analysis pipelines under two different research paradigms. By representing statistics-related terms and their relations in a rigorous fashion, OBCS facilitates standard data analysis and integration, and supports reproducible biological and clinical research. (shrink)

A Higher education system is closely related to a country’s development. Governments need to make appropriate adjustments to ensure the healthy and sustainable development of higher education. To measure and evaluate the development status of the national higher education system and propose a set of policies, the following work has been done in this paper: First, this paper establishes a comprehensive evaluation index system based on the AHP-FCE model. The healthy development of education in significant countries was compared horizontally and (...) vertically. The results of weighted scores were used to determine the Japanese higher education system as the research object. Secondly, this paper uses factor analysis and principal component analysis to evaluate the level of sustainable development of higher education, detecting development barriers that migrate from the current to the future. This paper proposes a healthy and sustainable development policy blueprint from four aspects. Finally, this article uses the ARMA time series model to predict the development trend of Japanese higher education in the next 30 years and formulates a timetable for corresponding implementation arrangements. In addition, this paper quantitatively evaluates the effectiveness of the policies we propose and their impact on reality and provides references for other countries in the world. (shrink)

Judging similarities among objects, events, and experiences is one of the most basic cognitive abilities, allowing us to make predictions and generalizations. The main assumption in similarity judgment is that people selectively attend to salient features of stimuli and judge their similarities on the basis of the common and distinct features of the stimuli. However, it is unclear how people select features from stimuli and how they weigh features. Here, we present a computational method that helps address these questions. Our (...) procedure combines image-processing techniques with a machine-learning algorithm and assesses feature weights that can account for both similarity and categorization judgment data. Our analysis suggests that a small number of local features are particularly important to explain our behavioral data. (shrink)