This paper is concerned with the multivariate stochastic volatility modeling of the stock market. We investigate a DGC-t-MSV model to find the historical volatility spillovers between nine markets, including S&P, Nasdaq, SSE, SZSE, HSI, FTSE, CAC, DAX, and Nikkei indices. We use the Bayesian network to analyze the spreading of herd behavior between nine markets. The main results are as follows: the DGC-t-MSV model we considered is a useful way to estimate the parameter and fit the data well in the (...) stock market; our computational analysis shows that the S&P and Nasdaq have higher volatility spillovers to the Shanghai and Shenzhen stock markets; the results also show that there is a strong correlation between stock markets in the same region. (shrink)

本书包括:导言:家园或“精神家园”的历史寻踪、重新发现蔚蓝色家园、人与家园的悖论本性、现代性和兽性:大众消费时代和家园的危机、天使也疯狂:现代人无家可归等6章。.

想要內心平靜安寧，就讀《莊子》吧！ 掌握「莊子」思想，面對外在好自在， 天生我材沒有用又怎樣？能做自己就是福。 ◎當你總是與人意見不合時 ★莊子教你處世之道──立場不同，無須與人爭論是非 人總是認為自己正確而對方錯誤，莊子要人們明白，我們不應該執著於爭論片面的是非，否則只會偏離自己的中心思想。 ◎當你在感情中常有衝突，快要撐不下去時 ★莊子給你愛的力量──愛對方的一切，包括愛對方的「缺點」 我們因一個人的優點而喜歡上他／她，但那些不那麼好、甚至是壞的部分，也是他／她的組成要素。一段完整的關係，不就是有好有壞，有快樂，有悲傷嗎？ ◎當你覺得自己學東西很慢，力不從心時 ★莊子告訴你人生真理──「智慧」比「知識」更重要 莊子認為，人生的智慧不是建立在知識累積的基礎上。事事算得很精、學得很勤的人，反而有可能迷失了方向，因小失大。 ◎當你遭遇困難，心情沮喪時 ★莊子帶你真誠面對自己──懂得快樂，更要懂得悲傷 喜怒哀樂，都是我們內在的真實感受。情感的發生，在莊子看來，也是再自然不過的事情，不需要刻意躲開。坦然面對情緒，才是最自在的辦法。 ◎當你被生活的忙碌壓到喘不過氣時 ★莊子引導你領略心靈的平靜──偶爾停下匆忙的腳步，傾聽心底的聲音 生活猶如走鋼索，從容自在的人會凝心自照，拋開環境的影響。莊子提醒我們，如果太專注於外在事物上，內心便會逐漸沉沒、枯寂。有時靜下心來，反而能走得更遠。 ▌工作、學業太多，煩惱、憂愁太雜，是現代人的文明通病。為了占有一席之地，人們往往勞心勞力、鞠躬盡瘁，到最後受苦的卻是自己。想要的東西太多，得到的卻很少，反而什麼都滿足不了。 ▌於是莊子說，「善待自己」最重要。歡迎來到莊子的逍遙講堂，帶你體悟「享受人生」的豁達精神！ ※本書特色※ ★精心挑選《莊子》百句，體會逍遙精神，貼近時下讀者關心話題★ 本書擇取《莊子》中深富智慧、極具啟示的段落百句，以貼近現實的視角與深入淺出的文字，闡述莊子精隨。讓讀者在日常中活用經典智慧，輕鬆進入莊子的逍遙世界。 ★兩千兩百年經典歷久不衰，知名哲學家、文學家一致推崇★ 《莊子》是道家思想最具代表性的著作，載有大量神話傳說與寓言。其中，「井底之蛙」、「莊周夢蝶」、「鼓盆而歌」、「越俎代庖」等典故皆為世人熟知。西方諸多哲人、文學家如尼采、海德格、羅蘭巴特、王爾德、卡夫卡 等名家，都深受《莊子》啟發。 作者簡介 | 陳引馳 復旦大學中文系教授，現為系主任。 復旦中國古代文學研究中心教授，復旦文史研究院雙聘研究員。 道家、佛教與中國古典文學專家。著有《無為與逍遙：莊子六章》《莊子精讀》《佛教文學》《文學傳統與中古道家佛教》等多本學術著作。.

A realist Daoism is best illustrated through contrasting with something less robust. Chad Hansen’s Daoism may be understood as a linguistic constructivism and is thus a good candidate. I challenge his interpretation of the Zhuang-Zi and respond with a realist understanding of daos. The resultant realist Daoism is to be understood given a Daoist realism from Lao Zi’s Dao-De-Jing, whose realist flavour is constituted by some dao sometimes, if not always, outrunning us. The present paper thus situates (...) class='Hi'>Zhuang Zi better as inheriting Daoism from Lao Zi, contributing to classical Daoism with a relativity that is realist. I submit a sinological hypothesis about wu-wei, from a theory of wei that grapples with the two senses of the Chinese word: one about doing, another fictitiousness. I venture further a philosophical hypothesis that in a realist Daoism, an artificiality that is bad, such as hypocrisy, differs from some other artificiality that though involves pretence is of real Daoist value. The present Daoist realism comes with a Dao externalism, illustrated with a wanderer wandering in nature, when their paths outrun them. Even with a dao, instead of the Dao, the externalism enables an artist’s performance in their own style having a success condition that also outruns them, such that one always could have done better. A humanism that entails the possibility of an aesthetic competence embodying the Dao is explored. (shrink)

The author examines He Lin's interpretation of Zhu Xi's method of intuition from a phenomenological-hermeneutical perspective and by exposing Zhu's philosophical presuppositions. In contrast with Lu Xiangshan's intuitive method, Zhu Xi's method of reading classics advocates "emptying your heart and flowing with the text" and, in this spirit, explains the celebrated "exhaustive investigation on the principles of things (ge wu qiong li)." "Text," according to Zhu, is therefore not an object in ordinary sense but a "contextual region" or "sensible pattern" (...) that, when merged with the reader, generates meanings. Furthermore, by discussing the related doctrines of Lao Zi, Zhuang Zi, Hua-Yan Buddhism, Zhou Dunyi, and Zhu Xi's own "One principle with many manifestations (li yi fen shu)," the author identifies the philosophical preconditions of Zhu's method. Based on this analysis, the author goes on to illustrate Zhu's understanding of "observing potential yet unapparent pleasure, anger, sorrow and happiness" and "maintaining a serious attitude (zhu jing).". (shrink)

This book translates Lao Zhuang xinlun, a key work of contemporary Chinese scholarship. It offers a unique discussion of the Laozi, arguing - in contrast to standard Western scholarship - that the text goes back to Laozi as a single author and identifying him as an older contemporary, and even teacher, of Confucius. This places the Confucian Analects after the Daode jing and makes the text the most fundamental work of ancient Chinese thought. Chen explores decades of debates (...) regarding these points, providing evidence based on materials excavated from Mawangdui and Guodian. His book is fascinating in its documentation of contemporary Chinese arguments and debates, offering a complete revision of the history of Chinese thought with Daoism as its major focus. The work is an absolute must for anyone studying Chinese philosophy and history. -- from back cover. (shrink)

Classical philosophical Daoism as it is expressed in the Dao-De-Jing and the Zhuang-Zi is often interpreted as lacking a capacity for critique and resistance. Since these capacities are taken to be central components of Enlightenment reason and action, it would follow that Daoism is incompatible with Enlightenment. This interpretation is being refuted by way of developing a constructive dialogue between the enlightenment traditions of critical theory and recent philosophy of action from a Daoist perspective. Daoism's normative naturalism does (...) neither rest on a primitivist call for a return to the past, nor does it suggest future-directed activism. By way of reconstructing its descriptive, explanatory and emancipatory dimensions, it is shown that Daoism constitutes an alternative form of critical theory. In contrast to future-directed purposive action or blind rule-following, Daoism's key normative concept of "wu-wei" emphasizes effortless non-calculative responsiveness in the present. Drawing on recent insights in the philosophy of action, a reconstruction of wu-wei allows to conceive of a promising form of emancipatory agency. (shrink)

An anthology of new translations of essential readings from the classical texts of early Chinese philosophy. It includes the Analects of Confucius, Meng Zi (Mencius), Xun Zi, Mo Zi, Lao Zi (Dao De Jing), Zhuang Zi, and Han Fei Zi, as well as short chapters on the Da Xue and the Zhong Yong. Pedagogically organized, it offers philosophically sophisticated annotations and commentaries as well as an extensive glossary explaining key philosophical concepts in detail.

Di 1 ce. Cang shan ji, zi cang ji shi, "Xin zi xue" gou xiang -- di 2 ce. Zhi yan lu -- di 3 ce. Shang lin ji -- di 4 ce. Cun ya tang yi gao jiao bu -- di 5 ce. Nan Song yi min shi ren qun ti yan jiu, Zhuangzi shi ri tan -- di 6 ce. Zhuangzi shu mu ti yao -- di 7 ce. Zhuangzi xue shi (yi) -- di 8 ce. Zhuangzi xue (...) shi (er) -- di 9 ce. Zhuangzi xue shi (san) -- di 10 ce. Zhuangzi xue shi (si) -- di 11 ce. Zhuangzi xue shi (wu) -- di 12 ce. Zhuangzi xue shi (lu) -- di 13 ce. Zhuang xue shi lüe -- di 14 ce. Zhuangzi quan ping (shang) -- di 15 ce. Zhuangzi quan ping (xia) -- di 16 ce. Zhuangzi zuan yao (yi) -- di 17 ce. Zhuangzi zuan yao (er) -- di 18 ce. Zhuangzi zuan yao (san) -- di 19 ce. Zhuangzi zuan yao (si) -- di 20 ce. Zhuangzi zuan yao (wu) -- di 21 ce. Zhuangzi zuan yao (lu) -- di 22 ce. Zhuangzi zuan yao (qi) -- di 23 ce. Zhuangzi zuan yao (ba) -- di 24 ce. Zhuangzi zuan yao (jiu) -- di 25 ce. Zhuangzi jin gu (shang) -- di 26 ce. Zhuangzi jin gu (xia) -- di 27 ce. Mengzi jin gu -- di 28 ce. Mozi jin gu -- di 29 ce. -- Xunzi jin gu -- di 30 ce. Zhou Han wen chao -- di 31 ce. Shu jing lüe ying. (shrink)

1. Huai hai yi tan ; Si shu jin yu -- 2. Zuo cui ti ping -- 3. Zhuang yi yao shan -- 4. Sun Shanfu du xue wen ji ; Xue kong jing she shi gao ; Lun xia xi guan shi zhu sheng xi wen ; You xin yao cao ; Ji yi ; Sun Ying'ao bei ke ji yi.

Relational egalitarians claim that a situation is just only if everyone it involves relates to one another as equals. It implies that relational egalitarians believe the ideal of “living as equals” (for short) is desirable, and furthermore, necessary for justice. In this paper, I distinguish three accounts of the desirability of the ideal: the instrumental value account, the non‐instrumental value account, and the non‐consequentialist account. I argue that the former two accounts cannot provide satisfying reasons for being a relational egalitarian. (...) Instead, the ideal of “living as equals” ought to be understood as fundamentally a moral requirement in a non‐consequentialist sense. In addition, a pluralist (though fundamentally non‐consequentialist) approach is welcome. (shrink)

Recent incidences of fraud and the growing globalization of business have focused attention on the effect of culture on ethical decision making within organizations. Because fraud can be extremely costly and is more likely to be committed by employees than persons external to the organization, employees willing to report un-ethical acts are an important supplemental control tool. The current study provides evidence of the effects of culture (Canadian and Chinese) and the type of reporting (whistle-blowing and peer reporting) on reporting (...) unethical acts within organizations. Chinese and Canadian participants were asked to respond to scenarios describing unethical acts committed within organizations. Results indicate that Chinese are more likely to report the unethical acts of peers than Canadians. Chinese also appear more likely to report the unethical acts of peers than supervisors. The results also suggest that Graham’s model of principled organizational dissent may not be applicable to Chinese and perhaps other non-Western cultures. (shrink)

According to some pessimists, trusting moral testimony is an action in which the agent does not think about moral questions by herself, and thus it is unacceptable. I argue for optimism by giving some reasons to display moral agents are still depending upon their own in many cases of moral testimony. Specifically, I argue that testimony is a form of social cooperation: the division of epistemic labor. My strategy is as follows: First, I give a principle to show when an (...) agent could reasonably trust moral testimony. Specifically, an agent could reasonably accept the testimony, when she can reasonably expect she would make the same or similar judgment with the testifier. Second, I show how moral testimony could work as a form of social cooperation. Given the principle of the same judgment, it is reasonable for the agent to form a moral belief and act with moral testimony. And it provides us higher efficiency in moral knowledge and shows respect for each moral agent. After that, I provide explanations for the problem of moral disagreement and moral understanding with such a principle for moral testimony. Finally, I respond to some possible objections and give some clarifications of my argument. (shrink)

This paper presents an objection to Peter Railton’s full-information account of non-moral value. According to this account, if an idealized individual A who is fully rational and has full information wants the non-idealized A to desire X, then X is good for A. Those desires like X are called objective interests. Railton’s analysis holds that non-moral values are constituted by natural facts that are independent of subjective opinions. I argue that it is hard for the full-information analysis to achieve all (...) its goals. My discussion focuses on intrinsic interests—those good for an individual without reference to any other objective interests. I attempt to show that either it is hard for the full-information account to give a normative force on individuals, or the account is circular. The conclusion I reach is moderate: in its current version, the full-information analysis of non-moral value cannot explain the link between the normative and the empirical. (shrink)

In "On Variations of Classical Chinese Literary Theory for a Framework of Global Literary History" Peina Zhuang discusses texts of classical Chinese literary theory as a reservoir for philosophical reflections on literary art. The aesthetics of Chinese literature originate in Confucianism and Taoism and hence represent an important background for any discussion of ancient, modern, or contemporary Chinese literature and literary history. Zhuang analyzes texts of classical Chinese literary theory within such a framework of a literary history and (...) aims at furthering Chinese literature to become an integral part of world literatures. Further, Zhuang argues that "history" and "literary history" present a different picture of works on classical Chinese literary theory owing to the variation caused in representing their literary and aesthetic features. Zhuang also posits that the translation of Chinese literary texts to Western languages, while relevant and important, is not enough to advance Chinese literature from a peripheral status to a status of recognition hence the importance of scholarship with regard to literary history specifically. (shrink)

This paper expands the definition of gray-marketing to include some ethically problematic marketing activities and techniques used in personal selling in China. Based on this, a conceptual model of gray-marketing for a particular type of selling in which both the sellers and the buyers exhibit problematic ethics in an exchange and the associated hypotheses are developed and tested. The findings show that, first, the respondents have different ethical evaluations of different marketing practices used in personal selling such as giving and (...) accepting gifts, buying and accepting meals, and offering and accepting kickbacks. Some of these practices may not be considered unethical. Second, in terms of ethical assessment, gray-marketing practiced by buying agents is more unacceptable than when practiced by sales agents. Third, a person's ethical evaluation of gray-marketing behavior, empathy for gray-marketing, and belief that gray-marketing has serious consequences, significantly affects his inclination to use gray-marketing. This paper concludes with a discussion of some possible applications of our research findings. (shrink)

本书针对传统哲学教科书理论体系的缺陷,对马克思精神生产理论产生的理论来源、现实基础、思想进程、逻辑发展及其在马克思主义哲学理论体系中的重要地位进行了论述等。.

Intensive Care Unit (ICU) patients not only require life-sustaining treatments but also the preservation of their psychological well-being and dignity, and ICU nurses face heavy work pressure, focusing more on life-sustaining treatments for patients, while the patient’s psychological experiences are often overlooked. This article aims to explore the issue of nurse-led patient dignity preservation in the ICU from China. Reflection is a process of deep thinking and examining one’s actions, experiences, perspectives, or emotions. It involves retrospectively reviewing, analyzing, and evaluating (...) past events to gain insights, understanding, and personal growth. Through reflection, individuals can consider whether their actions align with their values and goals and whether they can learn valuable lessons from them. This article discusses the preservation of patient dignity in the ICU from China based on Taylor’s Emancipatory Reflection Model, which involves four steps: constructing, deconstructing, confronting, and reconstructing. The process of reflection incorporates theories such as Maslow’s Hierarchy of Needs, Comfort Theory, and the style of Paternalistic Decision-making. This study is of great significance in enhancing Chinese nurse's attention to patient dignity, improving the inpatient experience of ICU patients, and enhancing the quality of nursing practice by critically examining current nursing practices in China and providing improvement recommendations. (shrink)

This essay questions the meaning of be-ing and non-be-ing in the DDJ with regard to the root-source meaning of dao. I first explore the meaning of dao as the dark non-be-ing, revealing the connotations of the distinction between dao and things by comparison with some forms of Western metaphysics. The meaning of non-be-ing is elaborated in terms of the dynamic meanings of xu 虚 and chong 沖; The play between be-ing and non-be-ing is explored through the lens of yin and (...) yang qi thinking. Qi thinking determines the mutually manifest and mutually interpretive characteristic of be-ing and non-be-ing. Be-ing and non-be-ing thus understood is an ever-flowing and mutually transforming process that penetrates the different levels of dao, things and humans. In the last part I investigate the meaning of “Be-ing comes from non-be-ing”. (shrink)

Live stream platforms have transformed the production and consumption of music, allowing KPop music to expand globally. Successful KPop idols are contrasted with large numbers of retired KPop performers, some of whom live in undesirable conditions. Drawing on the attachment theory, loyalty theory, and parasocial interaction theory, this study focuses on a unique group, comeback KPop performers, to examine how they acquire empathetic attachment and sustained loyalty from audiences through live stream shows, and the antecedents of these two variables. Answering (...) these questions seems important because comeback KPop performers have to interact with audiences without the financial and marketing support from entertainment agencies. The structural equation modeling of 288 responses from 176 Chinese and 112 Korean KPop audiences confirmed that empathetic attachment and sustained loyalty are positively associated with audience purchase intentions; sustained attractiveness and parasocial interactions function as antecedents of these two factors. The findings shed light on the comeback KPop performers who co-create value with audiences through live stream platforms, with theoretical contributions to the three theories mentioned above and managerial suggestions to KPop entertainment agencies, comeback KPop performers, and managers of live stream platforms. (shrink)

This study systematically analyzes the factors that affect consumers’ green purchase intention. Through a comprehensive literature review, the influencing factors of consumers’ green purchase intention are organized into three categories: cognitive factors, consumer individual characteristics, and social factors. Next, a meta-analysis of 54 empirical papers was conducted using Comprehensive Meta-Analysis 3.0 software to quantitatively assess these relationships. The results revealed that green perceived value, attitude, and green trust have a significant positive influence on green purchase intention. Perceived behavior control, perceived (...) consumer effectiveness, and subjective norm also has a strong positive impact on green purchase intention. Collectivism has a positive effect on green purchase intention. Green perceived risk has a significant negative impact on green purchase intention. The study’s findings provide references for enterprises engaged in green product diffusion and organizations responsible for environmental protection. (shrink)

Hormonal changes across the menstrual cycle have been shown to influence reward-related motivation and impulsive behaviors. Here, to compare neural mechanisms of cognitive impulse control during the mid-luteal phase (LP) versus during the late follicular phase (FP), we employed functional magnetic resonance imaging (fMRI) with an event-related monetary delay discounting (EMDD) behavioral task (study 1) and then employed resting state (RS)-fMRI (study 2). The imaging data were analyzed and related to behavior-associated neural activation. In study 1, women in the late (...) FP showed a preference for sooner rewards while exhibiting enhanced activity in the dorsal striatum (DS), whereas women in the mid-LP showed a preference for delayed, higher-value rewards with enhanced activity in the dorsolateral prefrontal cortex (dlPFC). Discount rate (transformed k) in the EMDD task correlated with functional connectivity (FC) of the DS-dlPFC circuitry, consistent with the possibility that DS-dlPFC circuitry may regulate impulsivity. In study 2, the right dlPFC was significantly more active in mid-LP than in late FP, and this effect was sensitive to estradiol (E2) and relative E2 levels during mid-LP. The magnitude of DS-dlPFC FC correlated negatively with psychometric impulsivity scores during the late FP. These results replicated findings from study 1 and further indicated that relative E2 levels may play an important role in increasing cognitive control during the mid-LP, which provides new insight into the treatment of conditions characterized by hyper-impulsivity, such as obsessive-compulsive disorder, Parkinson disease, and attention deficit hyperactivity disorder. In conclusion, our results suggest that cyclical gonadal hormones affect cognitive control on impulsive behavior periodically, possibility via DS-dlPFC circuitry. (shrink)

Responsible risk management is central to banking ethics. With the 1999 publication of the Basel Committee's proposal, Basel II, for a New Capital Accord to replace the 1988 agreement, Basel I, an attempt has been made to address the problem of correlating banks' risk management with their capital requirements. The Basel II framework, finalised in June 2004, is designed to improve risk management by using models based on past performance to help set the amount of capital banks are required to (...) hold by regulators, with the purpose of improving the efficiency of capital allocation. The objectives of this study are to investigate how banks generally, but particularly those located in China, could improve their risk management systems and what the implications of these new regulations are for them. Three relevant propositions were formulated, namely, Basel II will improve risk management; Basel II will improve capital allocation efficiency; and compliance with advanced risk management systems is biased in favour of the large banks. Evidence was assembled with which to evaluate these three propositions by gathering relevant primary data by means of a representative survey of Chinese banking executives involved in risk management. The findings strongly support the first two of the above propositions and partly support the third proposition. (shrink)

本书从深层次上去把握中国古代尚清审美趣味的实质性意义及其审美价值,并从宏观上阐明了其产生与发展、演化的历史过程及其相应的社会基础与意识形态根源。.

Third-party fairness maintenance could win some reputational benefits, and it includes two methods: punishment and compensation. We predicted that the third parties' preference between punishment and compensation are affected by whether they are free to choose between the two methods, and the affection could be interpreted through reputational benefits. The present study includes two sections. In Study 1, the participants acted as fourth parties who were asked to rate the reputations of the third parties who had chosen different response methods (...) to an unfair result of the dictator game. The results showed that there was no reputational difference between the two methods when third parties were not free to choose, but the reputation of compensation was better when third parties were free to choose. In Study 2, the participants acted as third parties. The participants were asked to choose a method to respond to an unfair result of the dictator game. There were two reputational contexts: secret and open. The results showed that when third parties were not free to choose, they had no preference between the two methods under the two reputational contexts, but when third parties were free to choose freely, they prefer punishment under the secret context but prefer compensation under the open context. This study systematically reveals a reputational interaction between fourth and third parties, and verifies the affection of reputational benefits on the third parties' preference between punishment and compensation. (shrink)

The fuzzy clustering algorithm has been widely used in the research area and production and life. However, the conventional fuzzy algorithms have a disadvantage of high computational complexity. This article proposes an improved fuzzy C-means algorithm based on K-means and principle of granularity. This algorithm is aiming at solving the problems of optimal number of clusters and sensitivity to the data initialization in the conventional FCM methods. The initialization stage of the K-medoid cluster, which is different from others, has a (...) strong representation and is capable of detecting data with different sizes. Meanwhile, through the combination of the granular computing and FCM, the optimal number of clusters is obtained by choosing accurate validity functions. Finally, the detailed clustering process of the proposed algorithm is presented, and its performance is validated by simulation tests. The test results show that the proposed improved FCM algorithm has enhanced clustering performance in the computational complexity, running time, cluster effectiveness compared with the existing FCM algorithms. (shrink)

Numerous studies have produced contradictory findings about whether static or animated format is the better instructional tool. With a comparison between graphs and animations that has a genuine impact on learning and teaching, this review provides a comprehensive examination of the theoretical foundations of visualized learning, influencing factors, and prospective future studies.

Background and ObjectivesAnxiety plays an important role in psychology. An exploration of anxiety and its associated reactions may provide insight into measures for addressing mental health problems caused by the coronavirus disease 2019 pandemic. Data from this study provide potential correlational responses to anxiety.MethodsA cross-sectional study using data collected via an online self-reported questionnaire was conducted in Japan during the COVID-19 pandemic. Using the State-Trait Anxiety Inventory, we assessed anxiety levels and explored the relationship between anxiety STAI-6 score, sources of (...) COVID-19 information, the influences of COVID-19, social anxiety symptoms, discrimination, and evaluation of the government.ResultsA total of 4,127 participants were included in the analysis. The level of anxiety was not equally distributed across the general population with respect to age, gender, educational level, occupation, income, presence of underlying disease, and location. The number of sources of information on COVID-19 had a positive correlation with the STAI-6 score. The influence of the pandemic was correlated with moderate–severe anxiety. A high level of anxiety added to social anxiety and discriminatory behavior. Being female and from a non-emergency area was related to higher STAI scores, and higher education, and income decreased the STAI score. The respondents who had a lower evaluative score of the preventive activities undertaken by the national and local governments had higher STAI-6 scores.ConclusionOur findings provide statistical evidence for the associated reaction of anxiety and that anxiety reactions may vary in predictable ways. Further studies should focus on the strategic interventions that may decrease the associated responses to anxiety, to address mental health issues due to the pandemic. (shrink)

The multimedia technology and computer technology supported by the development of modern science and technology provide an important platform for the development of college physical education teaching activities. To better play the role of network auxiliary teaching platform in college sports teaching and improve the effectiveness of college sports teaching, the construction method of multimedia auxiliary teaching effect evaluation model based on the random number forest algorithm is proposed. Through the specification of the random forest algorithm and the optimization of (...) the teaching quality evaluation index, the auxiliary teaching level of the college physical education network is analyzed, and the evaluation of the multimedia auxiliary teaching effect of the physical education courses is completed. The experimental results verify the effectiveness of the evaluation model designed in this article, with a user satisfaction of 72%. Teachers and students can use the evaluation model to improve the teaching quality and teaching efficiency, improve the management work, and promote the scientific, standardization, and specialization of physical education teaching management in colleges and universities. (shrink)