BackgroundPsychological resilience may reduce the impact of psychological distress to some extent. We aimed to investigate the mental health status of the public during the outbreak of coronavirus disease 2019 and explore the level and related factors of anxiety and depression.MethodsFrom February 8 to March 9, 2020, 3,180 public completed the Zung’s Self-Rating Anxiety Scale for anxiety, Zung’s Self-Rating Depression Scale for depression, the Connor–Davidson resilience scale for psychological resilience, and the Simplified Coping Style Questionnaire for the attitudes and coping (...) styles.ResultsThe number of people with depressive symptoms was 1,303. The number of people with anxiety symptoms was 1,184. The depressed group and anxiety group had less education, more unmarried and younger age, as well as had significant different in SDS total score, SAS total score, CD-RISC total score, and SCSQ score. The binary logistic regression showed that female, strength, and the subscales of active coping style in SCSQ remained protective factors and passive coping style and higher SAS score were risk factors for depression. Optimism in CD-RISC was a protective factor, and passive coping styles and higher SDS score were risk factors for anxiety.LimitationsThis study adopted a cross-sectional design and used self-report questionnaires.ConclusionThe mental health of the public, especially females, the younger and less educational populations, and unmarried individuals, should be given more attention. Individuals with high level of mental resilience and active coping styles would have lower levels of anxiety and depression during the outbreak of COVID-19. (shrink)

Due to the current COVID-19 pandemic, colleges and universities have implemented network teaching. E-learning engagement is the most important concern of educators and parents because this will directly affect student academic performance. Hence, this study focuses on students’ perceived family support and their e-learning engagement and analyses the effects of e-learning normative consciousness and behaviours and self-efficacy on the relationship between family support and e-learning engagement in college students. Prior to this study, the relationship between these variables was unknown. Four (...) structural equation models revealed the multiple mediating roles of e-learning normative consciousness and behaviours and self-efficacy in the relationship between family support and e-learning engagement. A total of 1317 college students (mean age = 19.51; 52.2% freshman) voluntarily participated in our study. The results showed that e-learning normative consciousness and behaviours and self-efficacy played significant and mediating roles between students’ perceived family support and their e-learning engagement. Specifically, these two individual variables fully mediated the relationship between students’ perceived family support and their e-learning engagement. The multiple mediation model showed that family members can increase family support of their children by creating a household environment conducive to learning, displaying positive emotions, demonstrating the capability to assist their children, advocating the significance of learning normative consciousness and behaviours and encouraging dedicated and efficient learning. The findings complement and extend the understanding of factors influencing student e-learning engagement. (shrink)

This paper aims to explore whether the usage of credit cards has peer effects in rural areas of China. The results suggest that the usage of credit cards will be affected by the behavior of other farmers; namely, the usage of credit cards has peer effects in rural areas. We also verify that women, older, and low-academic farmers show stronger peer effects. The results emphasize that, compared with the mass farmers and vulnerable farmers, the usage of elite farmers is more (...) likely to affect the same behaviors of other farmers. Our study contributes to prior literature by giving empirical insights into the consequences of peer effects on the credit card usage of farmers, which conduces to a better understanding of the financial decision-making of farmers. The research may provide a practical implication for the optimal design of policy interventions. On the one hand, banks and other financial institutions can promote innovative financial products in rural areas with the help of peer effects; on the other hand, regulators can regulate farmers’ wrong financial behaviors by the social multiplier of peer effects to reduce systemic risks in rural finance. (shrink)

Resumo: Não apenas as famílias aristocráticas indígenas, mas também as famílias de imigrantes do norte que viviam no Leste de Zhejiang, estavam envolvidas nos debates sobre teoria monetária e pensamento político, na Dinastia Jin Oriental e Dinastias do Sul. Os debates geralmente se concentravam nos preços das commodities e no trabalho forçado no Leste de Zhejiang. Esse fenômeno histórico especial reflete duas questões. Por um lado, o caos causado pela guerra no Norte e as famílias de estudiosos, migrando para o (...) Sul, promoveram muito o desenvolvimento do Sul da China, o que tornou os cinco condados do leste de Zhejiang as áreas mais importantes e ativas da economia. Por outro lado, reflete as mudanças de relacionamento entre imigrantes e nobres indígenas. Ou seja, as famílias aristocráticas indígenas e as famílias imigrantes do Norte cooperaram na economia para aumentar a prosperidade e o desenvolvimento do Leste de Zhejiang. Mais tarde, com o surgimento de “povo comum (寒人)”, o status econômico dos estudiosos foi cada vez mais impactado, o que resultou em ansiedade e consciência de crise dos nobres. (shrink)

"Yin-Yang" est le nom donné en chinois au fonctionnement de tout le vivant. Cette unité changeante, ce mouvement incessant, cette danse de tout l'univers se dit en un seul mot. Or, en français comme dans toutes les langues occidentales, "Yin" et "Yang" sont deux mots. Voilà où commence le quiproquo. Avec le talent narratif et pédagogique qui a fait le succès de ses nombreux livres, Cyrille Javary nous introduit dans l'esprit chinois à travers cette clé essentielle : "Yin" (...) n'est pas plus une entité que "Yang", ils n'ont pas d'existence propre. Car l'hiver n'est pas "l'hiver", mais ce qui deviendra l'été, avant de redevenir hiver... Chacun est le futur et le passé de l'autre, sans qu'on puisse leur attribuer une substance, une quelconque fixité. S'il heurte toutes nos habitudes de pensée, ce genre d'énoncés peut nous conduire à une compréhension plus subtile du monde, et nous aider à mieux aborder les problèmes que nous rencontrons. Ainsi que l'écrit Danielle Elisseeff dans sa postface, " cet ouvrage opère une petite révolution. Tout se passe comme s'il parvenait à déplacer le curseur de nos perceptions et de nos émotions. ".. A travers mille exemples concrets, l'auteur nous entraîne dans un passionnant voyage dans le temps, jusqu'à l'aube du néolithique... (shrink)

This study explores whether or not a firm’s ownership status, as state-owned enterprise or private-owned enterprise, will influence its likelihood of engaging in illegality in China. We build our arguments on the institution-based view, positing that firms rationally pursue their interests in the distinct institutional context of China. Compared to SOEs, POEs have limited access to institutional resources, the lack of which threatens their development or even survival, forcing them to “break rules” to overcome institutional barriers. We thus suggest that (...) POEs demonstrate a higher propensity to engage in illegal actions than SOEs do. However, if POEs could gain access to more institutional resources, their motivation to engage in illegal actions is likely to decrease. Following this logic, we suggest that political connections and market development will mitigate the likelihood that POEs will engage in illegal actions. We find support for our predictions using evidence from Chinese listed manufacturers. Our research contributes to the literature by revealing the institutional aspects of corporate illegality in transitional economies. (shrink)

Fingerprint recognition is the most widely used identification method at present. However, it still falls short in terms of cross-platform and algorithmic complexity, which exerts a certain effect on the migration of fingerprint data and the development of the system. The conventional image recognition methods require offline standard databases constructed in advance for image access efficiency. The database can provide a pre-processed image via a specific method that probably is compatible merely with the specific recognition algorithm. Then, the specific recognition (...) algorithm starts the process of retrieving these specific pre-proessing images for recognition and inevitably will be blocked from other datasets. The proposed method in this research designed an embedded image processing algorithm based on a Siamese neural network in the recognition method that allows the proposed method to recognize images from any source without constructing a database for image storage in advance. In this research, the proposed method was applied to fingerprint recognition and evaluation of the proposed method was evaluated. The results showed that the accuracy of the proposed algorithm was up to 92%, and its F1 score was up to 0.87. Compared with the conventional fingerprint matching methods, its significant advantage in the FRR, FAR, and CR jointly indicated the remarkable correct recognition rate of the proposed method. (shrink)

In the present study, we use a training design in two experiments to examine whether bilingual language switching facilitates two components of cognitive control, namely monitoring and inhibitory control. The results of Experiment 1 showed that training in language switching reduced mixing costs and the anti-saccade effect among bilinguals. In Experiment 2, the findings revealed a greater decrease of mixing costs and a smaller decrease of the anti-saccade effect from pre- to post-training for the language switching training group compared to (...) the L2 training group. Overall, the results suggest that extensive exercise in monitoring and inhibitory control among languages in an experimental setting may enhance the corresponding components of cognitive control. We discuss these findings in the context of the relationship between bilingual language control and executive control. (shrink)

Adherence to ethical principles in clinical research and practice is becoming topical issue in China, where the prevalence of mental illness is rising, but treatment facilities remain underdeveloped. This paper reports on a study aiming to understand the ethical knowledge and attitudes of Chinese mental health professionals in relation to the process of diagnosis and treatment, informed consent, and privacy protection in clinical trials.

A new venture barely makes a profit in its initial stage, and its success depends on innovation. Innovation is related to the work environment, and the innovation behavior of employees is of great significance to the performance improvement of new venture. Based on the previous research, in this study, hypotheses on the correlation between work environment, employee innovation behavior, and corporate performance are put forward first. Then, with team cooperation, organizational incentive, leadership support, sufficient resources, and work pressure as the (...) factors of the work environment, the bosses, middle and senior managers involved in entrepreneurship, and the main members of the entrepreneurial team of 202 newly established enterprises in developed regions are surveyed online or in scene. Multivariate hierarchical regression analysis is performed to analyze the data collected from the questionnaire. The results show that the effective recovery rate of the questionnaire is 86.4%; the number of traditional enterprises is 108, and that of R&D enterprises is 68 ; teamwork, leadership support, and work pressure are all correlated with employees’ innovative behavior ; employee innovation behavior is positively correlated with enterprise performance ; the working environment and employee innovation behavior promote enterprise performance ; and the working environment affects the relationship between employee innovation behavior and enterprise performance. The study theoretically enriches the research on the relationship between innovation behavior, work environment, and enterprise performance of new ventures. In practice, it is suggested that start-up enterprises provide good working environment for employees and attach importance to innovation activities at the individual level of employees, which provides useful guidance and reference for the development of Chinese start-up enterprises. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:174 HISTORY OF PHILOSOPHY (960-1279) was in many aspects one of the most brilliant eras in Chinese history. One sees in this period the improvement of the bureaucratic system, the flourishing of a new poetic genre, the tz'u, a fresh approach to the study of Confucian cla~ics, the advancement of historiography and the rise of Neo-Confucianism. Ou-yang Hsiu (1907-1072) pioneered in all these magnificent political, cultural, and literary (...) achievements. Inevitably, he became a controversial figure to his contemporaries, and to later generations as well. There has not been a complete and balanced study, however, of this well-known and well-remembered man. Perhaps he was too broad and diverse a historical figure to be approached and studied easily. Professor Liu's book deserves our congratulations not merely for its well organized and scholarly presentation, but also for its successful approach to the subject from various angles. Ou-yang Hsiu was an official, a classicist, a political theorist, a historian, an essayist, and a poet. Accordingly this book gives separate chapters on Ou-yang Hsiu the classicist, the his= torian, the political theorist, the master of Sung literature, etc. With profound knowledge and sure control, the author organizes his materials so that the reader will not lose sight of the main points of the study. The best feature of this book (this reviewer feels) is that the author gives equal recognition to Ou-yang Hsiu the man and to the period in which he lived. Professor Liu ably and thoughtfully presents the historical characteristics of the Sung dynasty through Ou-yang Hsiu, and evaluates the merits and shortcomings, accomplishments and hmitations of Ouyang Hsiu against the peculiarity of his time. The subtitle of this book, An Eleventh=Century Neo=Con]ucianist, is most suitable. NeoConfucianism has always been studied abstractly as a philosophy, but Professor Liu's book shows us how this philosophy has been embodied in, substantialized, and practiced by "a key historical figure" who "gives us a finer perspective of his whole era." CONSTAN~II~.TUNG Pomona College Oeuvres philosophiques. u II (1638-1642). By Ren~ Descartes. Textes ~tablis, pr~sent~s et annot~s par Ferdinand Alqui~. ]~dition illustr~e. (Paris: Gamier Fr~res, 1967. [Classiques Gamier.] Pp. 1148.12 plates. Fr 29.-) Opere scientifiehe di Ren$ Descartes. A cura di Gianni Micheli. Vol. I: La Biologia. (Torino: Unione Tipographico-Editrice Torinese, 1966. Pp. 520. 6 plates.-Classici della scienza, ed. Ludovico Geymonat, No. 6/I. L 6,000.) The second volume of the Edition Alqui~ confirms what was said here when Volume I appeared (JHP, II [1964], 260f.): this edition supersedes all currently available study editions. Volume II continues the rigorously chronological arrangement which singularly suits the philosophical writings of Descartes' "metaphysical period." Like no other edition, this one illuminates the often forgotten character of Descartes' philosophizing as an interaction between an ongoing dialogue (correspondence and replies to critics) and rigorously systematic thought. Imbedded in the stream of letters we find the Meditations not as a monolithic block, but as a sequence of three publications: the Latin text inserted at the time-point of its completion, April 1640; the French text with the first six Objections and Responses, August 1641; and at the end of the volume, the Seventh Objections and Responses and the letter to Diner. Only the Objections of Gassendi and Bourdin have been slightly cut. The volume concludes with the Recherche de la v~rit~ of unascertainable date (Aliqui~ thinks that it fits best into the 1641-42 context, without insisting on his conjecture). We thus have an edition that allows us to read the Meditations as Descartes' contemporaries---friends and adversaries --did. Once again the editor's notes are admirable, and there are brief but important critiques of the revised AT volume containing the Meditations, based on source studies by the editor, Henri Gouhier, and by Leslie J. Beck. Since the Edition Alqui$ covers only the philosophical works, it is a pleasure to report a new Italian collection and translation of Descartes' scientific works by Professor Gianni BOOK REVIEWS 175 Micheli of the Institute of History of Philosophy at the University of Milan. The first volume contains... (shrink)

In this paper, we mainly investigate the existence of states based on the Glivenko theorem in bounded semihoops, which are building blocks for the algebraic semantics for relevant fuzzy logics. First, we extend algebraic formulations of the Glivenko theorem to bounded semihoops and give some characterizations of Glivenko semihoops and regular semihoops. The category of regular semihoops is a reflective subcategory of the category of Glivenko semihoops. Moreover, by means of the negative translation term, we characterize the Glivenko variety. Then (...) we show that the regular semihoop of regular elements of a free algebra in the variety of Glivenko semihoops is free in the corresponding variety of regular semihoops. Similar results are derived for the semihoop of dense elements of free Glivenko semihoops. Finally, we give a purely algebraic method to check the existence of states on Glivenko semihoops. In particular, we prove that a bounded semihoop has Bosbach states if and only if it has a divisible filter, and a bounded semihoop has Riečan states if and only if it has a semi-divisible filter. (shrink)

For a large proportion of our daily lives, spontaneously occurring thoughts tend to disengage our minds from goal-directed thinking. Previous studies showed that EEG features such as the P3 and alpha oscillations can predict mind-wandering to some extent, but only with accuracies of around 60%. A potential candidate for improving prediction accuracy is the Steady-State Visual Evoked Potential, which is used frequently in single-trial contexts such as brain-computer interfaces as a marker of the direction of attention. In this study, we (...) modified the sustained attention to response task that is usually employed to measure spontaneous thought to incorporate the SSVEP elicited by a 12.5-Hz flicker. We then examined whether the SSVEP could track and allow for the prediction of the stickiness and task-relatedness dimensions of spontaneous thought. Our results show that the SSVEP evoked by flickering words was able to distinguish between more and less sticky thinking but not between whether a participant was on- or off-task. This suggests that the SSVEP is able to track spontaneous thinking when it is strongly disengaged from the task but not off-task thought in general. Future research should determine the exact dimensions of spontaneous thought to which the SSVEP is most sensitive. (shrink)

This study investigates and compares the impact of spiritual leadership on organizational citizenship behavior in finance and retail service industries to determine the possibility of generalizing and applying spiritual leadership to other industries. This study used multi-sample analysis of structural equation modeling. The results show that values, attitudes, and behaviors of leaders have positive effects on meaning/calling and membership of the employees, and further facilitate employees to perform excellent organizational citizenship behaviors, including the altruism of assisting colleagues and the responsible (...) conscientiousness toward organization. The effect of altruism toward colleagues is especially stronger. Finally, the effect of leaders’ values, attitudes, and behaviors on the spiritual survival of employees is stronger in retail than that in finance. (shrink)

The global signal, which was once regarded as a nuisance of functional magnetic resonance imaging, has been proven to convey valuable neural information. This raised the following question: what is a GS represented in local brain regions? In order to answer this question, the GS topography was developed to measure the correlation between global and local signals. It was observed that the GS topography has an intrinsic structure characterized by higher GS correlation in sensory cortices and lower GS correlation in (...) higher-order cortices. The GS topography could be modulated by individual factors, attention-demanding tasks, and conscious states. Furthermore, abnormal GS topography has been uncovered in patients with schizophrenia, major depressive disorder, bipolar disorder, and epilepsy. These findings provide a novel insight into understanding how the GS and local brain signals coactivate to organize information in the human brain under various brain states. Future directions were further discussed, including the local-global confusion embedded in the GS correlation, the integration of spatial information conveyed by the GS, and temporal information recruited by the connection analysis. Overall, a unified psychopathological framework is needed for understanding the GS topography. (shrink)

Introduction of human plasma protein genes into the mouse genome to produce transgenic mice furnishes an in vivo model for correlating chromosomal DNA sequences with developmental and tissue‐specific expression. The liver produces an array of plasma proteins that circulate throughout the body contributing to homeostasis. Non‐hepatic tissue sites of synthesis have been identified where a local provision of plasma proteins in needed. Analysis of expression of human plasma protein genes in ageing transgenic mice appears especialy promising in identifying DNA sequences (...) that respond to environmental adversities such as inflammatory factors, hormonal changes and metal toxicity. The results indicate that human genes encoding and controlling liver plasma proteins serve as useful models for studying genetic regulation in the background of development and ageing. (shrink)

Phonological alternation (sound change depending on the phonological environment) poses challenges to spoken word recognition models. Mandarin Chinese T3 sandhi is such a phenomenon in which a tone 3 (T3) changes into a tone 2 (T2) when followed by another T3. In a mismatch negativity (MMN) study examining Mandarin Chinese T3 sandhi, participants passively listened to either a T2 word [tʂu2 je4] /tʂu2 je4/, a T3 word [tʂu3 je4] /tʂu3 je4/, a sandhi word [tʂu2 jen3] /tʂu3 jen3/, or a mix (...) of T3 and sandhi word standards. The deviant in each condition was a T2 word [tʂu2]. Results showed an MMN only in the T2 and T3 conditions but not in the Sandhi or Mix conditions. All conditions also yielded omission MMNs. This pattern cannot be explained based on the surface forms of standards and deviants; rather these data suggest an underspecified or underlying T3 stored linguistic representation used in spoken word processing. (shrink)

Han Fei was a famous Legalist in the late Warring States period. During the struggle to criticize the Confucian school, he developed the theory of the "rule of law," which laid a theoretical groundwork on which the newly emerging landlord class could build a centralized feudal state. His works had been appreciated by Ch'in Shih-huang. When Ch'in Shih-huang read the book Han Fei Tzu, he sighed and said, "I would feel no regret about dying if I could meet this person (...) and become his friend." Later Ch'in Shih-huang applied this progressive theory of Han Fei in practice and developed it through practice. (shrink)

This research examines how firms' environmental, social and governance (ESG) performance impacts their capacity utilisation using data from listed firms in China from 2009 to 2022. We find that firms' ESG performance significantly elevates their capacity utilisation with an inverted U-shaped relationship. All three dimensions of ESG—environmental performance, social responsibility and governance—positively affect capacity utilisation, addressing gaps in enhancing firms' capacity utilisation through ESG practices. We identify an indirect transmission channel through which firms' ESG practices influence capacity utilisation, marking a (...) pioneering discovery in our study. Using structural equation modelling (SEM), we confirm that firms' ESG practices enhance capacity utilisation by improving competitiveness and customer stickiness. Additionally, we discuss potential heterogeneity in the impact of ESG performance on capacity utilisation, considering factors such as ownership structure, industry, financial constraints and equity arrangements. Our findings provide insights for governments and companies aiming to incorporate ESG principles into their decision-making processes to enhance capacity utilisation. (shrink)

Résumé La passion des Chinois pour les pierres est un trait fondamental de leur culture qui remonte à la préhistoire, a traversé les siècles et perdure encore aujourd’hui ; cette dévotion s’enracine dans leur conception philosophique du monde où minéraux, végétaux animaux et êtres humains sont animés des mêmes énergies vitales (le « qi »). Les Chinois construisent des jardins remplis de rocailles et de fleurs qui favorisent la méditation et l’union avec le souffle vital. Bien que la pensée occidentale (...) soit diamétralement opposée, il y a eu, après les épicuriens et les stoïciens de la Grèce antique, des philosophes occidentaux, au xix e siècle, tels que Nietzsche, Schopenhauer, Emerson, Thoreau, qui se sont faits, dans leurs œuvres, l’écho de la pensée taoïste du yin et du yang, et de la non différenciation entre l’animé et l’inanimé. L’auteur, enfin, regrette que la modernisation due aux pressions économiques éloigne les Chinois de ces croyances et il pense que le respect sacré de l’environnement, qui va par ailleurs dans les sens des préoccupations écologiques actuelles, pourrait aujourd’hui sauver la planète. (shrink)

ABSTRACTThis study examined the performance of sixth graders in Hong Kong on a number sense three-tier test and identified their possible misconceptions about number sense. The NSTTT compri...

This paper applies Bo Mou’s Constructive-Engagement Strategy of Comparative Philosophy (CESCP) to explore philosophical practice as a novel paradigm that applies philosophy to everyday life. The study advocates for a transformative methodology that seeks truth through critical engagement, joint contributions, and diverse methodological tools, advancing the discipline towards a comprehensive world philosophy. Philosophical practice, characterized by its engagement with human experience and existential inquiries, integrates Eastern and Western philosophies to guide individuals in the art of living. It offers a philosophical (...) alternative to psychological counseling, focusing on reasoning to address life’s challenges and ethical dilemmas. The paper examines the integration of Chinese philosophy, particularly Confucianism, into philosophical practice, highlighting its relevance for contemporary counseling. It discusses Confucianism’s impact on philosophical practice, advances in self-cultivation and gong-fu theory, and the holistic Confucian view of body-mind integration, contrasting it with some Western approaches. We conclude that the practical dimensions of Confucianism oppose Western theoretical philosophy but align with Western philosophical practice. By employing CESCP, this research enriches philosophical practice, integrating diverse philosophies while respecting each tradition’s context. The approach combines Eastern relational perspectives with Western analytical depth, enhancing philosophical counseling and contributing to a global philosophical dialogue. This fusion of horizons aims to foster cross-cultural understanding and develop universally relevant wisdom. (shrink)

The affect-as-information (AAI) model proposes that emotions influence the accessibility and value of information (Avramova & Inbar, Citation2013). Furthermore, according to the dual-process model of moral judgement, emotions and cognition influence moral judgement (Greene, Citation2007; Greene et al., Citation2001, Citation2008); however, there is no direct evidence of a causal chain to support this model’s proposition. By using a 3 (emotions: positive vs. neutral vs. negative) × 2 (primed rule: save lives vs. do not kill) between-participants design, we examined two hypotheses (...) in two experiments: supraliminal (Experiment 1) and subliminal (Experiment 2) priming. Our results partially supported the AAI model and confirmed that emotions and cognition independently influence moral judgement. Specifically, the positive emotions group made more utilitarian decisions after being primed with the “save lives” rule and more deontological decisions after being primed with the do not kill rule. However, priming did not affect moral judgement in the negative emotion condition. Further, irrespective of whether priming was done, the negative emotion group mostly made utilitarian decisions. Accordingly, we propose a dynamic dual-process model of moral judgement, that can help clarify how emotion and cognition influence moral judgement. (shrink)

Cardiovascular disease is a major complication of type 2 diabetes mellitus. In addition to traditional risk factors, psychological determinants play an important role in CVD risk. This study applied Deep Neural Network to develop a CVD risk prediction model and explored the bio-psycho-social contributors to the CVD risk among patients with T2DM. From 2017 to 2020, 834 patients with T2DM were recruited from the Department of Endocrinology, Affiliated Hospital of Harbin Medical University, China. In this cross-sectional study, the patients' bio-psycho-social (...) information was collected through clinical examinations and questionnaires. The dataset was randomly split into a 75% train set and a 25% test set. DNN was implemented at the best performance on the train set and applied on the test set. The receiver operating characteristic curve analysis was used to evaluate the model performance. Of participants, 272 were diagnosed with CVD. The developed ensemble model for CVD risk achieved an area under curve score of 0.91, accuracy of 87.50%, sensitivity of 88.06%, and specificity of 87.23%. Among patients with T2DM, the top five predictors in the CVD risk model were body mass index, anxiety, depression, total cholesterol, and systolic blood pressure. In summary, machine learning models can provide an automated identification mechanism for patients at CVD risk. Integrated treatment measures should be taken in health management, including clinical care, mental health improvement, and health behavior promotion. (shrink)