Ying Liu

Educational assessments tests are often constructed using testlets because of the flexibility to test various aspects of the cognitive activities and broad content sampling. However, the violation of the local item independence assumption is inevitable when tests are built using testlet items. In this study, simulations are conducted to evaluate the performance of item response theory models and testlet response theory models for both the dichotomous and polytomous items in the context of equating tests composed of testlets. We also examine the impact of testlet effect, length of testlet items, and sample size on estimating item and person parameters. The results show that more accurate performance of testlet response theory models over item response theory models was consistently observed across the studies, which supports the benefits of using the testlet response theory models in equating for tests composed of testlets. Further, results of the study indicate that when sample size is large, item response theory models performed similarly to testlet response theory models across all studies.

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:A Comparative Introduction to Chinese, Western, and Indian Philosophies by Xianglong ZhangYing Liu (bio)Zhongxiyin Zhexue Daolun 中西印哲學導論 ( A Comparative Introduction to Chinese, Western, and Indian Philosophies). By Xianglong Zhang 張祥龍. Beijing: Peking University Press, 2022. Pp. 555. Hardcover RMB128, isbn 9787301329146. A Comparative Introduction to Chinese, Western, and Indian Philosophies (hereafter Comparative Introduction) is not only the culmination of Zhang Xianglong's 張祥龍 two decades of teaching, but also a comprehensive account of Zhang's understanding of philosophy East and West. Since Liang Shuming's 梁漱溟 pioneering work in the comparative study of Chinese, Western, and Indian philosophies in the 1920s, Chinese philosophers have contributed to the development of comparative philosophy for more than a century. Zhang's Comparative Introduction is unique among comparative works in how it guides readers to reflect on philosophical issues from the perspective of the three major civilizations of China, the West, and India in a more comprehensive way. The book consists of twenty-one chapters further divided into seven sections. The first section (Chapters 1-3) discusses "The Meaning of Philosophy and Philosophers East and West." Here, the author puts forth the insightful idea that the discipline of philosophy deals with "boundary problems" (bianyuan wenti 邊緣問題) (p. 11), namely, that philosophy is the thinking and learning that rationally explores the question of boundaries (p. 22). The main characteristic of boundary problems is their "non-deterministic nature" (fei dingyuxing 非定域性), illustrated in quantum mechanics. The book does not present us with the standard answer to the question of boundaries. It rather opens up a vast world of thought in which, faced with the problem of boundaries, the three independent and intersecting paths of Chinese, Western, and Indian philosophies interact and converse. The second section (Chapters 4-6) discusses the issue of "ultimate reality" (zhongji shizai 終極實在). According to the author, ultimate reality refers to the most real thing, that is, the thing that is able to maintain the continuity of its own identity in the process of change (p. 67), and is the most important existential characteristic of human beings and the world explored by philosophy (p. 71). Zhang presents the respective features of mainstream thought in the Chinese, Western, and Indian traditions on the concept of ultimate reality, from which we can see differences in expressions of spirituality. The third section (Chapters 7-9), focuses on epistemology and discusses [End Page 1] the different approaches to the question "How is genuine knowledge possible?" in the Chinese, Western, and Indian philosophical traditions. The author summarizes the basic tendencies and ideas of traditional Western philosophy on epistemology, namely, that truth or genuine knowledge must be universal and necessary in itself; that genuine knowledge appears between human beings as subjects and objects as objects; and that genuine knowledge is about finding what is shared between subject and object (pp. 158-160). Zhang argues that Western epistemology often relies on a sense of assurance derived from God (p. 160). As he points out, unlike the core view in traditional Western philosophy (which asserts that ultimate reality is unchanging existence itself), ancient Chinese philosophy conceives ultimate reality as being in the midst of change. The crux of the problem of genuine knowledge for Chinese thinkers, therefore, does not lie in the static conformity of subject and object. Knowing the truth is not primarily a matter of overcoming the heterogeneity of subject and object and attaining universal necessity, but rather a kind of dynamic (pp.161-162) characterized by the transformation of subject and object. The Indian philosophical concept of intuitive genuine knowledge, in turn, negates the subject-object dichotomy and emphasizes separation and severance (p. 201): the overcoming of mental laxity through yogic practice and the separation of the divine self from the non-self, so that consciousness can be freed from suffering (p. 203). The fourth section of the book (Chapters 10-12), addresses the question "What kind of life is good?" It mainly discusses the characteristics of Western ethics and ancient Chinese ethical thought, and explores the meaning and value of life. According to Zhang, Western ethics is about how one should live and act, and is generally divided into virtue ethics and moral ethics (pp. 215-216). Zhang summarizes...

Micro-expressions can reflect an individual’s subjective emotions and true mental state, and they are widely used in the fields of mental health, justice, law enforcement, intelligence, and security. However, one of the major challenges of working with MEs is that their neural mechanism is not entirely understood. To the best of our knowledge, the present study is the first to use electroencephalography to investigate the reorganizations of functional brain networks involved in MEs. We aimed to reveal the underlying neural mechanisms that can provide electrophysiological indicators for ME recognition. A real-time supervision and emotional expression suppression experimental paradigm was designed to collect video and EEG data of MEs and no expressions of 70 participants expressing positive emotions. Based on the graph theory, we analyzed the efficiency of functional brain network at the scalp level on both macro and micro scales. The results revealed that in the presence of MEs compared with NEs, the participants exhibited higher global efficiency and nodal efficiency in the frontal, occipital, and temporal regions. Additionally, using the random forest algorithm to select a subset of functional connectivity features as input, the support vector machine classifier achieved a classification accuracy for MEs and NEs of 0.81, with an area under the curve of 0.85. This finding demonstrates the possibility of using EEG to recognize MEs, with a wide range of application scenarios, such as persons wearing face masks or patients with expression disorders.

Online education has advantages during COVID-19, but it also has problems related to hardware support and user experience. Focusing on teaching quality by discipline is an effective way to improve teaching quality in universities. To investigate the online education experience from the perspective of different academic disciplines, we evaluated 251,929 student questionnaires and 13,695 teacher questionnaires from 334 universities in China. The main finding was a difference in teaching preparation, experience, feedback, and improvement processes by disciplines. Teachers and students had obvious disciplinary differences in preparation, school support, and teaching constraints. However, disciplinary differences were minor for pedagogical issues such as participation, assignments, and grading, as well as for evaluation of platform technical support and views on the continuation of online learning. The research results analyzed the teaching psychology of teachers and students in different disciplines during the pandemic. Therefore, it explained the impact and role of discipline differences on students’ learning psychology during COVID-19. This research will benefit educators, researchers, and policy makers to help them with the improvement of online education.

ObjectiveTo confirm the effects of a transtheoretical model based on multidimensional life management on healthy behavior in patients with polycystic ovary syndrome.MethodsIn total, eighty eligible patients were recruited from March 2021 to June 2021 and randomly assigned to either the intervention or control groups. Outcome measures include health-promoting behavior, self-efficacy, anthropometrics, and the number of unplanned outpatient admissions. Data were collected at baseline, 3, and 6 months after the intervention. The chi-square test, rank-sum test, t-test, and repeated measurement analysis of variance were used to analyze the data.ResultsIn total, sixty-six participants completed the study: 35 participants in the intervention group and 31 participants in the control group. After 6 months of intervention, the healthy behavior level of patients with PCOS increased from moderate [health-promoting lifestyle profile -II score of 105.37 ± 12.57] to good in the intervention group; and there was no change observed in the control group. In addition, the total self-efficacy score, PCOS-related unplanned outpatient admissions, waist circumference, and body mass index were found to have a significant difference in the intervention group at 6 months. Meanwhile, repeated measures analysis of variance showed a significantly greater improvement in health-promoting behavior and self-efficacy over time in the intervention group than in the control group.ConclusionThe transtheoretical model based on multidimensional life management positively affected healthy behavior, self-efficacy, the number of unplanned outpatient admissions, and anthropometrics in patients with PCOS.Clinical Trial Registrationwww.chictr.org.cn, ChiCTR2000034572.

BackgroundIndividuals with mind-wandering experience their attention decoupling from their main task at hand while others with flow experience fully engage in their task with the optimum experience. There seems to be a negative relationship between mind-wandering and flow. However, it remains unclear to what extent mind-wandering exerts an impact on flow. And it is also elusive whether physical activity and mindfulness, which are as important factors that affected individuals’ attentional control and psychological health, are beneficial in explaining the association between mind-wandering and flow. The current study investigated the relationship between mind-wandering and flow, and the potential mediation effects of physical activity and mindfulness in this association.MethodsA cross-sectional exploratory study design, including multiple scales such as the Mind-Wandering Questionnaire, the International Physical Activity Questionnaire Short Form, Mindfulness Attention and Awareness Scale, and the Short Dispositional Flow Scale was applied. Descriptive statistics and bivariate correlation coefficients were applied in the analysis of these data. A multiple mediation model was used to examine the relationships between mind-wandering, flow, physical activity, and mindfulness.ResultsMind-wandering was inversely associated with physical activity, mindfulness and flow, respectively; and flow was positively related to physical activity and mindfulness, respectively. Moreover, multiple mediation results demonstrated that physical activity and mindfulness, respectively, mediated the relationship between mind-wandering and flow.ConclusionThese findings are helpful to understand how our minds attend to the present moment, and the crucial roles of physical activity and mindfulness in the association between mind-wandering and flow. An implication of these is the possibility that the effective strategies aimed at enhancing both the levels of physical activity and mindfulness are needed to reduce the negative impact of mind-wandering on flow.

Adapting the basic tenets of Marxism to outstanding traditional Chinese culture is a major issue in the current and future development of Marxism in China. This paper attempts to sort out the historical relationship of ‘contradiction’ and ‘adaptation’ between Marxism and traditional Chinese culture in the process of development. It summarizes the basic ideas that have been developed in the academic community concerning the ‘two aspects’ involved with adapting Marxism to the Chinese context and the typical achievements represented by Mao Zedong Thought. The paper also proposes that the challenge of adapting the basic tenets of Marxism and outstanding traditional Chinese culture should continue to focus on comprehensive innovation as the basic principle, prioritize cultural identity as the crucial direction for further progress, and take daily life as the central field of exploration.

Digitalization plays an integral role in the transformation of the Omni structure. This study aims to investigate the effect of digital marketing capabilities and blockchain technology on customer-linking capabilities, market-sensing capabilities, consumer-brand engagement, and firm performance in China. The study was quantitative, and a simple random sampling technique was adopted for data collection. Data were collected using a structured questionnaire, 311 questionnaires were distributed, and a 5-point Likert scale was used to collect the data from the respondents who were employed in the Omni structure industries. The research hypothesis was tested using the structural equation modeling technique. The results have identified a significant correlation and direct effect between DMCs, CLCs, MSCs, and firm performance. Remarkably, the effect of DMCs on CBE is significant. The mediating effect of MSCs and CLCs is significant between the relationship of DMCs and firm performance. The organization performance in the Omni structure depends on how well the DMCs have been employed. The DMCs influence MSCs, CLCs, and CBE. Henceforth, this study contributes by analyzing the role of DMCs in blockchain technology.

Objective: Work stress is one of the urgent public health problems, which has aroused wide attention. In addition, work stress also has a negative impact on the development of enterprises. This study has three purposes: to understand the current status of working stress among couriers, to examine the association between work stress, job satisfaction and sleep quality of Chinese couriers, and to verify the mediating role of psychological capital.Methods: A cross-sectional survey was conducted among 3000 couriers in Beijing of China from January to December 2019 using cluster stratified random sampling. Descriptive statistical analysis was used to describe demographic characteristics of respondents. Pearson correlation analysis was used to analyze the correlation among work stress, job satisfaction, sleep quality, and psychological capital. The mediating analysis was calculated role of psychological capital.Results: A total of 2831 participants were included in this study. The average score of work stress was 2.49 ± 0.76. Work stress was negatively correlated with job satisfaction, sleep quality, and psychological capital, respectively. The direct effect of work stress on job satisfaction is –0.223, and the total effect of work stress on job satisfaction is –0.267. The a*b*c’ is positive, indicating the mediating role psychological capital has in explaining the relationship between couriers’ work stress and job satisfaction. Moreover, psychological capital plays a mediating role between work stress and sleep quality among couriers.Conclusion: Couriers face certain work stress and should be paid attention to and psychological capital can effectively alleviate the work stress of couriers, so measures can be taken to improve it, promoting healthy development of employees and organizations.

Under the basic framework of self-determination theory, the present study examined a moderated mediation model in which exhibitionism mediated the relationship between online basic psychological need satisfaction and self-disclosure and the mobile Internet, and this mediation effect was moderated by narcissism. A total of 296 Chinese middle school students participated in this research. The results revealed that exhibitionism fully mediated the association between online competence need satisfaction and self-disclosure on the mobile net, and partly mediated the association between online relatedness need satisfaction and self-disclosure on the mobile net. The mediating path from online basic psychological need satisfaction (competence and relatedness) to exhibitionism was moderated by narcissism. Compared to the low level of narcissism, online competence need satisfaction had a stronger predictive power on exhibitionism under the high level of narcissism condition. In contrast, online relatedness need satisfaction had a weaker predictive power on exhibitionism.

Conservation agriculture is considered as an agro-ecological approach to the sustainable and resource-saving crop production system. Previous studies on the adoption of agricultural innovation often consider socio-economic characteristics and overlook underlying psychological factors influencing farmers' behavioral intention. This study adopted three socio-psychological constructs, Attitude, Subjective Norm (SN), and Perceived Behavioral Control (PBC), which originated from the Theory of Planned Behavior (TPB), and proposed two new constructs, Knowledge (K) and Perceived Climatic Threats of Conventional Farming (PCTCV). Using the Extended Theory of Planned Behavior Model (ETPBM), this study analyzed factors affecting the intention of farmers to continue Conservation Agriculture (CA) for the following year (2020) in three districts located in the northern part of Bangladesh. This research found evidence from the hierarchical regression analysis that variables of ETPBM could explain 7% more variation (change in R2) in intention than variables of TPB, while the socio-economic characteristics of farmers can explain only 0.5% more than the variables of ETPBM. Structural Equation Modelling (SEM) was used to determine and examine the extended theory and indicated that farmers' knowledge (K) had the highest total impact, while attitude had the highest direct impact on intention. The results indicated that factors including Attitude, SN, PBC, Knowledge (K), and PCTCV are positively significant when attempting to understand farmers' intentions to adopt CA. This study presented evidence about the effectiveness of ETPBM when assessing the farmers' intentions towards conservation farming. Based on these findings, we concluded that the combination of extension services for upgrading the level of knowledge concerning the importance of CA could significantly affect farmers’ attitudes on intention towards the application of CA.

The economy of Bangladesh mainly depends on agriculture. Any development can’t be possible because females and males are equally distributed in the country. Women can play a vital role if they properly participated in farm activities as well as in other income-generating activities outside the home. Rice mills are very much dependent on human labour, and almost 5 millions of unorganised workers are working in different rice mills, and more than 60 per cent of them is a female worker. But the working environment suffers from different discrimination and harassment issues between male and female workers. The present study aimed to find out the socio-economic status of women labour at rice husking mill of Bangladesh. Discrimination between male and female workers and the factor affecting the standard of living of women’s household will be focused. The study was carried out in two districts namely Mymensingh and Sherpur. From each district, rice husking mill was selected by using a cluster sampling technique, and 70 male and 70 female labours were considered as a sample. The survey was conducted by direct interviews using a questionnaire. Data generated were analysed by using tabular and statistical techniques. The average family size of the respondents was 4.46, and 57.05% of the participants were females while 42.95% were males in the household and 65.71% of female had no education. 88% of the women’s main occupation was in the rice mill as a daily paid labour. Average wage rate of male and female worker was 184.31 Tk. And 135.95 Tk., respectively. Age, education, number of family member, total land, number of earning member, the wage of women labour and working time and experience were the factors influencing income and living standard of female labours. There were various social violence cases against female labours in the working environment of rice husking mills. In the study area, 93% of female workers get lower wages, 90% of them had no accommodation facility. Besides they did not have sanitation facility (80%), opportunity to take rest at the middle of work (64%) and meal support (71%).

Abnormal behaviour detection algorithm needs to conduct behaviour analysis on the basis of continuous video inclination tracking, and the robustness of the algorithm is reduced for the occlusion of moving targets, the occlusion of the environment, and the movement of targets with the same colour. For this reason, the optical flow information between RGB images and video frames is used as the input of the network in view of group behaviour. Then, the direction, velocity, acceleration, and energy of the crowd were weighted and fused into a global optical flow descriptor. At the same time, the crowd trajectory map is extracted from the original image of a single frame. Following, in order to realize the detection of large displacement moving target and solve the problem that the traditional optical flow algorithm is only suitable for the detection of displacement moving target, a video abnormal behaviour detection algorithm based on the double-flow convolutional neural network is proposed. The network uses two network branches to learn spatial dimension information and temporal dimension information, respectively, and uses short- and long-time neural network to model the dependency relationship between long-time video frames, so as to obtain the final behaviour classification results. Simulation test results show that the proposed method can achieve good recognition effect on multiple datasets, and the performance of abnormal behaviour detection can be significantly improved by using interframe motion information.

In the field of natural language processing, the task of sensitive information detection refers to the procedure of identifying sensitive words for given documents. The majority of existing detection methods are based on the sensitive-word tree, which is usually constructed via the common prefixes of different sensitive words from the given corpus. Yet, these traditional methods suffer from a couple of drawbacks, such as poor generalization and low efficiency. For improvement purposes, this paper proposes a novel self-attention-based detection algorithm using the implementation of graph convolutional network. The main contribution is twofold. Firstly, we consider a weighted GCN to better encode word pairs from the given documents and corpus. Secondly, a simple, yet effective, attention mechanism is introduced to further integrate the interaction among candidate words and corpus. Experimental results from the benchmarking dataset of THUC news demonstrate a promising detection performance, compared to existing work.

In the 1990s, have long been into the "limbo" of literary criticism and ethics scholars quietly occupied the United States. In the post-modern context, the literary criticism of the ethical shift is not a simple return to tradition, but was given a new meaning and carry a new mission. Engaged in literary criticism of the construction of ethical theorists because of their different starting points and strategies basically two camps: the new humanism and deconstruction were sent, who together constitute a post-modern context of the ethical criticism of American literature the landscape. Ethic criticism dominated American literary criticism once again in 1990's, though for a long time it was marginized. However, the ethics turn of literary criticism in the post modern context is not simply a returning to tradition, instead, it was endowed with new connotation therefore equipped with new missions. Varied in starting points and strategies, critics devoted to ethic criticism could roughly be divided into two parts: that of ness humanism and of deconstruction. The work together and form a postmodern brilliant ethic landscape in American criticism