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Adolescent suicide risk factors and the integration of socialemotional skills in school-based prevention programs 被引量:2
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作者 Xin-Qiao Liu Xin Wang 《World Journal of Psychiatry》 SCIE 2024年第4期494-506,共13页
Adolescents are considered one of the most vulnerable groups affected by suicide.Rapid changes in adolescents’physical and mental states,as well as in their lives,significantly and undeniably increase the risk of sui... Adolescents are considered one of the most vulnerable groups affected by suicide.Rapid changes in adolescents’physical and mental states,as well as in their lives,significantly and undeniably increase the risk of suicide.Psychological,social,family,individual,and environmental factors are important risk factors for suicidal behavior among teenagers and may contribute to suicide risk through various direct,indirect,or combined pathways.Social-emotional learning is considered a powerful intervention measure for addressing the crisis of adolescent suicide.When deliberately cultivated,fostered,and enhanced,selfawareness,self-management,social awareness,interpersonal skills,and responsible decision-making,as the five core competencies of social-emotional learning,can be used to effectively target various risk factors for adolescent suicide and provide necessary mental and interpersonal support.Among numerous suicide intervention methods,school-based interventions based on social-emotional competence have shown great potential in preventing and addressing suicide risk factors in adolescents.The characteristics of school-based interventions based on social-emotional competence,including their appropriateness,necessity,cost-effectiveness,comprehensiveness,and effectiveness,make these interventions an important means of addressing the crisis of adolescent suicide.To further determine the potential of school-based interventions based on social-emotional competence and better address the issue of adolescent suicide,additional financial support should be provided,the combination of socialemotional learning and other suicide prevention programs within schools should be fully leveraged,and cooperation between schools and families,society,and other environments should be maximized.These efforts should be considered future research directions. 展开更多
关键词 Adolescent suicide risk factors social-emotional skills social and emotional learning SCHOOL Prevention
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Predicting Users’ Latent Suicidal Risk in Social Media: An Ensemble Model Based on Social Network Relationships
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作者 Xiuyang Meng Chunling Wang +3 位作者 Jingran Yang Mairui Li Yue Zhang Luo Wang 《Computers, Materials & Continua》 SCIE EI 2024年第6期4259-4281,共23页
Suicide has become a critical concern,necessitating the development of effective preventative strategies.Social media platforms offer a valuable resource for identifying signs of suicidal ideation.Despite progress in ... Suicide has become a critical concern,necessitating the development of effective preventative strategies.Social media platforms offer a valuable resource for identifying signs of suicidal ideation.Despite progress in detecting suicidal ideation on social media,accurately identifying individuals who express suicidal thoughts less openly or infrequently poses a significant challenge.To tackle this,we have developed a dataset focused on Chinese suicide narratives from Weibo’s Tree Hole feature and introduced an ensemble model named Text Convolutional Neural Network based on Social Network relationships(TCNN-SN).This model enhances predictive performance by leveraging social network relationship features and applying correction factors within a weighted linear fusion framework.It is specifically designed to identify key individuals who can help uncover hidden suicidal users and clusters.Our model,assessed using the bespoke dataset and benchmarked against alternative classification approaches,demonstrates superior accuracy,F1-score and AUC metrics,achieving 88.57%,88.75%and 94.25%,respectively,outperforming traditional TextCNN models by 12.18%,10.84%and 10.85%.We assert that our methodology offers a significant advancement in the predictive identification of individuals at risk,thereby contributing to the prevention and reduction of suicide incidences. 展开更多
关键词 Suicide risk prediction social media social network relationships Weibo Tree Hole deep learning
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Disaster Risk Reduction (DRR) Education from Social Disciplinary Theoretical Perspectives
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作者 Yagya Raj Pant 《Open Journal of Earthquake Research》 2024年第1期41-83,共43页
Disaster is a social phenomenon. The occurrence and impacts of disasters including the education sector can be studied through a social problem lens. This paper draws meaning and understanding of DRR education using t... Disaster is a social phenomenon. The occurrence and impacts of disasters including the education sector can be studied through a social problem lens. This paper draws meaning and understanding of DRR education using the sociological disciplinary framework in a detailed qualitative case study of three schools as they responded to the devastating Gorakha earthquake in 2015 and other disasters in Nepal. This paper considers the three sub-disciplines of sociology: the sociology of disaster, the sociology of education and the sociology of education governance in a development context. These sub-disciplines are nested together to analyse social, political and historical factors and their relationships which are helpful to identify risks and vulnerabilities in the education sector in Nepal. These are the major areas to explore the disaster context and needs of context-specific education acts (hereafter DRR education) to minimise the potential risks of disasters. The article concludes that the social disciplinary framework is significantly useful to analyse DRR education provisions and implications of education governance to mobilise school in disaster preparedness, response and recovery. 展开更多
关键词 Sociology of Disaster social Vulnerability Disaster Governance Education Governance Disaster risk Reduction (DRR) Education Pluri-Scalar Education Governance
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Are Socially Responsible Banks More Risk Averse and Dividends Providers?Empirical Evidence from a Developing Economy
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作者 Md.Al Amin Rana Sikder Tanvir Rahman Sohan 《Journal of Sustainable Business and Economics》 2024年第2期1-20,共20页
Purpose:This study examines whether socially responsible firms are uninterested in risk-taking and whether socially responsible banks are more dividend providers than socially irresponsible ones.We conducted the analy... Purpose:This study examines whether socially responsible firms are uninterested in risk-taking and whether socially responsible banks are more dividend providers than socially irresponsible ones.We conducted the analysis using the least-squares method for 290-panel data observations of 32 commercial banks operating in Bangladesh from 2008 to 2018.Methodology:We employed Ordinary Least Squares Regression for 290-panel data observations of 32 commercial banks operating in Bangladesh from 2008 to 2018 using EViews software version-8.Moreover,we conducted descriptive analysis and correlations using SPSS software.We considered CSRI and CSRPI as the indicators of corporate social responsibility,dividend per share and stock dividend as a proxy of dividend policy,LEV(leverage),and non-performing loan to total loan as the indicators of financial risk,and lastly,Z score as the indicator of financial stability.Findings:Studies have shown that banks prioritizing social responsibility tend to pay dividends to their shareholders more frequently and consistently than banks that do not.In particular,banks that invest heavily in corporate social responsibility(CSR)tend to maintain a stable dividend payout,which can help address agency problems that arise from overinvestment in the CSR sector.Additionally,we found that banks that make huge expenditures on CSR also seem to have a low eagerness for risk-taking.Again,we found that the financial stability of a socially responsible bank is high and stable enough,which will help efficiently handle the bank’s financial risks,reduce price fluctuations,and increase financial assets that generally influence a bank’s monetary stability.Implications:Banks implementing fruitful CSR strategies can produce substantial shareholder advantages through high dividend payout levels.An expansion in CSR-related expenditure does not prompt a cut-down or reduce the portion of income paid out as dividends to shareholders.Therefore,the Output of our study will help provide critical information and a thorough understanding of corporate social responsibility and its association with the dividend policy,risk,and financial stability in the banking sector.This will also be useful to the researcher,students,and corporate policymakers while making a critical decision about whether a firm should make expenditures on CSR purposes,how it impacts a firm’s dividend decision,and its connection with its overall risk and financial stability.According to the study,corporate social responsibility should be integrated into a firm’s mission and strategy rather than appearing to be a mere act of generosity.Originality/Value:This study uniquely considers CSR,dividend policy,risk,and financial stability simultaneously in a developing country.Besides,the three-dimensional measures of CSR used in the research focused on developing the economy are a precious contribution. 展开更多
关键词 Corporate social Responsibility Business stability risk STAKEHOLDERS Dividend policy Bangladesh
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Corporate Social Responsibility and Shipping Supply Chain Risks
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作者 Wen-Chi Lo 《Economics World》 2024年第3期145-155,共11页
This study aims to investigate whether Corporate Social Responsibility(CSR)activities reduce supply chain disruptions by examining the impact of the Suez Canal obstruction on the Ever Given container ship in March 202... This study aims to investigate whether Corporate Social Responsibility(CSR)activities reduce supply chain disruptions by examining the impact of the Suez Canal obstruction on the Ever Given container ship in March 2021.This study conclude that the more responsible companies have higher returns and are less affected by this event than the less responsible companies;the less responsible companies have lower returns.The companies with better CSR have a lower impact on their supply chains when faced with disruptions in the supply chain. 展开更多
关键词 Suez Canal obstruction corporate social responsibility supply chain risks event study Ever Given container ships
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Are social embeddedness associated with food risk perception under media coverage? 被引量:4
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作者 YAN Zhen HUANG Zu-hui +1 位作者 WANG Yu ZHOU Jie-hong 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2019年第8期1804-1819,共16页
Traceability system has received wide attention in solving food safety issues, via which food information could be tracked back to producer/farmers. Consumers need to obtain this information from producers or social n... Traceability system has received wide attention in solving food safety issues, via which food information could be tracked back to producer/farmers. Consumers need to obtain this information from producers or social networks, trust in the information,and consequently assess perceived risks, especially when food scandals are exposed to the media. In this study, we introduce the social embeddedness theory to understand how consumers’ social activities affect their risk perceptions on traceable food. Specifically, we investigate how risk perceptions are predicted by the interpersonal relationships, organizational level and social-level relationships. Results show that the interpersonal relationships were associated with lower levels of risk perceptions, while organizational and social relationships impacted consumer’s risk perceptions at middle and higher levels,respectively. Results also show that the "ripple effect" extended to effect of risk events with negative information, however,did not exist for the group exposed to positive information. Potential food safety implications have been proposed to identify for effective risk mitigation under media coverages. 展开更多
关键词 FOOD safety social relationship risk PERCEPTION MEDIA COVERAGE EMBEDDEDNESS
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The indispensable role of resilience in rational landslide risk management for social sustainability 被引量:2
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作者 Naiman Tian Hengxing Lan 《Geography and Sustainability》 CSCD 2023年第1期70-83,共14页
Landslide disasters reflect the conflict between human society and the natural environment,posing challenges to the sustainable development of mountain regions.Identification of potential landslides,estimation of the ... Landslide disasters reflect the conflict between human society and the natural environment,posing challenges to the sustainable development of mountain regions.Identification of potential landslides,estimation of the degree of damage and potential losses of elements at risk,and control of the loss are the major tasks of landslide risk management.Resilience is defined as a social system’s comprehensive abilities to cope with disasters,including the abilities to prepare,anticipate,preserve,absorb,respond,resist,recover,mitigate,learn,and adapt.As an indispensable role,resilience enables more rational landslide risk management for social sustainability.However,quantitative landslide risk management does not pay sufficient attention to the role of resilience.Hence,in this paper,the role of resilience in a landslide risk management framework is systematically discussed.A quantita-tive landslide risk management framework consists of hazard analysis,exposure analysis,risk estimation,risk evaluation,and risk control.In hazard analysis,resilience assessment could help identify potential landslides that could cause significant damage due to the poor resilience of the elements at risk.Resilience assessment in exposure analysis might aid in identifying the most vulnerable elements or regions to certain landslides.Consid-eration of resilience in risk estimation aids in the calculation of indirect losses and improves the results of direct losses analysis.In risk evaluation,resilience as a disaster-coping ability will impact the social system’s landslide risk tolerance threshold.Enhancing resilience is an essential strategy to reduce the vulnerability of social sys-tems.We also proposed that the efficient use of risk information will increase the accuracy of landslide resilience assessments. 展开更多
关键词 LANDSLIDE risk management RESILIENCE VULNERABILITY social sustainability
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Associations of social participation, demographic, socioeconomic and disease factors with nutritional risk in a group of older Hong Kong adults
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作者 Louisa Ming Yan Chung Joanne Wai Yee Chung 《Health》 2013年第3期381-387,共7页
Aims: To identify the impact of social participation, socio-demographic, socio-economic and disease factors on nutritional risk among older persons in Hong Kong. Background: Few published work has investigated the rel... Aims: To identify the impact of social participation, socio-demographic, socio-economic and disease factors on nutritional risk among older persons in Hong Kong. Background: Few published work has investigated the relative risks of social participation, demographic, socioeconomic and disease factors with malnutrition in community-living older people, this study is to investigate the associations of these risk factors on the nutritional status in better nutrition support for the old age group. Design: A crosssectional study. Methods: It was a secondary analysis of a database in a mobile community centre between January 2008 and December 2009. One thousand seven hundred and thirty one participants aged between 54 and 103 were collected. With 319 full Mini Nutritional Assessment (MNA) completed, the participants’ demographic, socio-economic data, diseases, and nutritional status were analyzed with relative risk and 95% confidence interval level to identify the factors that make them vulnerable to nutritional risk. Results: The prevalence of malnutrition in the community-dwelling old was 3.95% and 83.7% of the sample was at risk of malnutrition. Living on allowances, young old who was socially engaged and good relationship with family members were at less risk to malnutrition. Conclusions: Special attention should be taken to these groups as they are prone to develop malnutrition. 展开更多
关键词 MALNUTRITION social Participation Mini NUTRITIONAL Assessment Old Aged CARE MALNUTRITION risk Community CARE
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Risk and Response of China Overseas Hydropower Projects--A Vision of Corporate Social Responsibility
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作者 Shi Feng Tiantian Jin Haiying Li 《Journal of Earth Science and Engineering》 2013年第9期639-643,共5页
Recent years, with the quickening of global economic integration and the rapid development of our country, more and more Chinese enterprises begin to implement internationalization strategy and actively develop overse... Recent years, with the quickening of global economic integration and the rapid development of our country, more and more Chinese enterprises begin to implement internationalization strategy and actively develop overseas business. However, the internationalized process of Chinese enterprises is not progressing smoothly. The paper systematically analyzes the risks of China overseas hydropower projects from two aspects: international environment risks and internal risks of hydropower enterprises and points out that effectively fulfilling corporate social responsibility by using Guidance on Social Responsibility (ISO26000) could help Chinese hydropower enterprises to deal with overseas risks. In order to help Chinese hydropower enterprises to improve the CSR (Corporate Social Responsibility) implementation level, the paper integrates the characteristics of hydropower enterprises with the core subjects of ISO26000, examines the key problems on the CSR work of Chinese hydropower enterprises according to requirements of ISO26000 and puts forward effective advices. 展开更多
关键词 Corporate social responsibility China overseas hydropower projects risk response mechanism ISO26000
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Biological Trajectory for Psychosocial Risk Factors in Psychiatric Disorders—A Concept Based Review
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作者 Amresh Shrivastava James Boylan +2 位作者 Yves Bureau Avinash De Sousa Nilesh Shah 《Open Journal of Psychiatry》 2015年第1期7-18,共12页
Current understanding of mental disorders is based upon “biopsychosocial model”. Research also suggests what biological changes take place in a particular disorder as well as nature of risk which arises from psychol... Current understanding of mental disorders is based upon “biopsychosocial model”. Research also suggests what biological changes take place in a particular disorder as well as nature of risk which arises from psychological, social and environmental conditions. However it remains unclear how these psychosocial and environmental risk factors interact with biological factors which lead to clinical syndromes. This paper examines interrelationship of psychosocial and environmental risk and biological changes observed in mental disorders and tries to identify the possibility of a pathway of the psychopathology of psychiatric disorders. The review aims to demonstrate that significant advances in the fields of psychosocial, cultural, anthropological and neurobiological research provide novel insights into the etiology of mental disorders. There are neurochemical, functional and structural neurobiological, neurocognitive, immunological findings and findings from gene-environment interaction that appears promising. However these findings are in an isolated manner. Comprehensive studies examining major biological changes together in relation to psychosocial risk factors are lacking. Every individual reacts differently to the same environmental risk while there tends to be similarities in individual outcome in response to such stressors. The findings though robust independently, remain very preliminary to suggest a sequential trajectory for developing a clear pathway for pathogenesis. It is currently unclear whether there is a differential psychopathological impact of psychosocial stressors in different cultures despite the extensive variability both between and within major social groups and societies. Further research investigating modifiable and non-modifiable risk factors in context of prevailing socio-economic conditions is urgently needed to plan effective interventions. 展开更多
关键词 PSYCHOsocial Stress RESILIENCE social COGNITION EPIGENETICS NEUROBIOLOGY PSYCHOsocial risk Factors
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Study on Quantitative Assessment for the Social Risk of Major Geological Disasters
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作者 Xu Xuanhua Xue Min Zhang Weiwei 《Meteorological and Environmental Research》 CAS 2015年第2期13-15,19,共4页
Based on the analysis of social risk of geological disasters,the index system of social risk evaluation was established. To assess the social risk quantitatively,a quantitative evaluation model of the social risk was ... Based on the analysis of social risk of geological disasters,the index system of social risk evaluation was established. To assess the social risk quantitatively,a quantitative evaluation model of the social risk was established based on AHP,and the social risk of geological disasters was graded. Finally,the evaluation model was applied in a case. 展开更多
关键词 Geological disasters social risk Quantitative assessment China
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Psychosocial Factors and the Risk of Type 2 Diabetes Mellitus in Women Population based Epidemiological Study
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作者 Valery Gafarov Dmitriy Panov +2 位作者 Elena Gromova Igor Gagulin Almira Gafarova 《Journal of Geriatric Medicine》 2020年第2期1-10,共10页
Our aim was to study the effect of depression and social support on the risk of type 2 diabetes in female population aged 25-64 in Russia/Siberia.Under the screening surveys random representative samples of women aged... Our aim was to study the effect of depression and social support on the risk of type 2 diabetes in female population aged 25-64 in Russia/Siberia.Under the screening surveys random representative samples of women aged 25-64 years were examined in 1994 and 2005.Depression assessment was performed using the MONICA-MOPSY test.Social support was measured using the Berkman-Sim test.From 1994 to 2018 in a cohort of women new-onset cases of diabetes mellitus were detected.The risk of T2DM in persons with depression was 1.844(p<0.01).After adjusting for sociodemographic variables,the risk decreased by 6%but remained significantly significant(p<0.05).The impact of a low level of social relations showed a significant effect on the risk of diabetes mellitus,including the multivariate model adjusted for the social gradient(HR=1.833,p<0.05).The presence of psychosocial factors decreases the protective effect of education in diabetes incidence.The incidence of T2D was higher in the group of manual labor and in executives.Depression and low social support increase the risk of T2DM by 80%.The frequencies of T2DM are determined by the social gradient and are associated with the role conflict“family-work”. 展开更多
关键词 DEPRESSION social support DIABETES Female population risk
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China's social security fund risk management and social supervision research
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作者 Li Keyan 《International English Education Research》 2015年第6期45-47,共3页
Social security fund is the key of social security system to run the important material. Policy implementation of social security funds, operation supervision of safety and risk prevention and control and management, ... Social security fund is the key of social security system to run the important material. Policy implementation of social security funds, operation supervision of safety and risk prevention and control and management, is to perfect social security system, to realize the sustainable development of the social security system important link. This paper expounds the basic status quo of China's social security fund risk control, risk prevention and control, the necessity of fund risk management, and analyzed the social power supervision in the way and the important significance. 展开更多
关键词 social insurance the fund risk the fund management social supervision.
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Children's Problem Behaviors During Free Time as an Incentive for the Increase in Social Risks and Health Risks
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作者 Justyna Modrzejewska Jolanta Walaszek-Latacz 《Sociology Study》 2015年第7期553-561,共9页
Since children, as a rule, have more free time than adults, it is adults' responsibility to provide children with a chance to spend the time of relaxation, play, and fun in a beneficial way. Unfortunately, children'... Since children, as a rule, have more free time than adults, it is adults' responsibility to provide children with a chance to spend the time of relaxation, play, and fun in a beneficial way. Unfortunately, children's spare time is nowadays very frequently organized for the sake of brushing up children's knowledge, skills, and competences, which is accomplished by means of escalating extra-curriculum activities. When expressed by teacher and parents, these ambition-related attitudes pave the way for the disappearance of children's personal interests and motivations to perform complicated tasks which are perceived as unwanted or obscure by the affected children themselves. This form of adults' behavior may lead to the feelings of frustration, stress, demotivation, or rebellion on behalf of their children. The said emotional states, especially in relation to the lack of spontaneous play, give rise to serious psychic dysfunctions, and the instability of children's psychic balance. It may also pave the way for various forms of destructive behavior that mostly characterize children of younger school age who are about to start schooling. 展开更多
关键词 Problem behaviors stimulants of behavioral disorders destructive behaviors health risks and social risks free time
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Cardiovascular diseases in European ethnic minorities: Beyond the traditional cardiovascular risk factors
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作者 Mohamed Bamoshmoosh 《World Journal of Cardiology》 2024年第3期98-103,共6页
This editorial is intended to be a reflection on cardiovascular disease(CVD)burden in European ethnic minorities.In some European countries,ethnic minority realities,due to their recent appearance,are still to be stud... This editorial is intended to be a reflection on cardiovascular disease(CVD)burden in European ethnic minorities.In some European countries,ethnic minority realities,due to their recent appearance,are still to be studied in depth.The experience of several European countries,where the migration processes started earlier,even more than a century ago,can help by being an example.Many studies have shown that major differences in CVD burden exist not only between countries,but also within the same country when considering different social strata and ethnic groups.The CV risk factors underlying heart disease have been well established.Important epidemiological studies have helped us understand that the underlying causes of heart disease as well as the behaviors that can help prevent them are the same.We are now well aware that CVD should be treated by considering a holistic approach.This is why the social determinants(SDs)of health that may worsen the disease burden or that,vice versa,may improve the treatment,and even more significantly,the prognosis of a patient’s illness should be taken into consideration.For ethnic minority patients,this holistic,hermeneutic approach is of importance.Several SDs of health that influence CVDs have been identified but their relevance for the health of ethnic minorities has not yet been clearly defined.In some European countries,most ethnic minorities are largely also religious minorities.Only a few studies have evaluated the role of religion,which is an important SD that affects the probability of having CV risk factors and diseases.Adolescents,particularly those belonging to the second generation,seem to be the weak link.If we believe that these young people are really citizens of their country of birth,then a way of recognizing their belonging to the community starts from a will to better understand their condition,in order to assist them while they grow physically and mentally.Thinking about safeguarding the health of this population should be more than a health task,rather a goal of social justice. 展开更多
关键词 Cardiovascular diseases Cardiovascular risk factors European ethnic minorities social determinants of health
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社会风险融入公司治理下的董事合规义务——困境、重释与平衡
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作者 莫志 《海南大学学报(人文社会科学版)》 2025年第1期162-173,共12页
出于可持续发展的要求,社会风险的概念需融入公司治理,并凭借公司内部的源头预防优势来应对风险现实化后的公共损害。但传统的公司法及公司目的是以股东利益为导向,董事对社会因素的考量面临多元目标冲突和履职技术受限等困境。故要将... 出于可持续发展的要求,社会风险的概念需融入公司治理,并凭借公司内部的源头预防优势来应对风险现实化后的公共损害。但传统的公司法及公司目的是以股东利益为导向,董事对社会因素的考量面临多元目标冲突和履职技术受限等困境。故要将董事的监督义务重释为“构建公司社会风险防范体系”的强制性“合规义务”,以公共利益为管理导向,在受托于公司的前提下,与忠实、注意义务并列成为信义义务的子集。董事应在履职中采纳ESG方法,通过设置董事(会)级别的领导机关和“预防、侦察、调查与补救”的类型化流程,缓解风险多元化和技术化的挑战。而专业判断规则与责任区分规则,有助于平衡义务强化下的后端责任,避免董事对合规的过度反应产生的经营懈怠。 展开更多
关键词 社会风险 公司治理 董事合规义务
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Social credit:a comprehensive literature review 被引量:5
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作者 Lean Yu Xinxie Li +2 位作者 Ling Tang Zongyi Zhang Gang Kou 《Financial Innovation》 2015年第1期70-87,共18页
To avoid credit fraud,social credit within an economic system has become an increasingly important criterion for the evaluation of economic agent activity and guaranteeing the development of a market economy with mini... To avoid credit fraud,social credit within an economic system has become an increasingly important criterion for the evaluation of economic agent activity and guaranteeing the development of a market economy with minimal supervision costs.This paper provides a comprehensive review of the social credit literature from the perspectives of theoretical foundation,scoring methods,and regulatory mechanisms.The study considers the credit of various economic agents within the social credit system such as countries(or governments),corporations,and individuals and their credit variations in online markets(i.e.,network credit).A historical review of the theoretical(or model)development of economic agents is presented together with significant works and future research directions.Some interesting conclusions are summarized from the literature review.(1)Credit theory studies can be categorized into traditional and emerging schools both focusing on the economic explanation of social credit in conjunction with creation and evolution mechanisms.(2)The most popular credit scoring methods include expert systems,econometric models,artificial intelligence(AI)techniques,and their hybrid forms.Evaluation indexes should vary across different target agents.(3)The most pressing task for regulatory mechanisms that supervise social credit to avoid credit fraud is the establishment of shared credit databases with consistent data standards. 展开更多
关键词 social credit Literature review Credit scoring Regulatory mechanism Credit risk
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Artificial intelligence-assisted psychosis risk screening in adolescents:Practices and challenges 被引量:6
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作者 Xiao-Jie Cao Xin-Qiao Liu 《World Journal of Psychiatry》 SCIE 2022年第10期1287-1297,共11页
Artificial intelligence-based technologies are gradually being applied to psychiatric research and practice.This paper reviews the primary literature concerning artificial intelligence-assisted psychosis risk screenin... Artificial intelligence-based technologies are gradually being applied to psychiatric research and practice.This paper reviews the primary literature concerning artificial intelligence-assisted psychosis risk screening in adolescents.In terms of the practice of psychosis risk screening,the application of two artificial intelligence-assisted screening methods,chatbot and large-scale social media data analysis,is summarized in detail.Regarding the challenges of psychiatric risk screening,ethical issues constitute the first challenge of psychiatric risk screening through artificial intelligence,which must comply with the four biomedical ethical principles of respect for autonomy,nonmaleficence,beneficence and impartiality such that the development of artificial intelligence can meet the moral and ethical requirements of human beings.By reviewing the pertinent literature concerning current artificial intelligence-assisted adolescent psychosis risk screens,we propose that assuming they meet ethical requirements,there are three directions worth considering in the future development of artificial intelligenceassisted psychosis risk screening in adolescents as follows:nonperceptual realtime artificial intelligence-assisted screening,further reducing the cost of artificial intelligence-assisted screening,and improving the ease of use of artificial intelligence-assisted screening techniques and tools. 展开更多
关键词 Psychosis risk Adolescents Artificial intelligence Big data social media Medical ethics Chatbot Machine learning
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Developing a nomogram for predicting the depression of senior citizens living alone while focusing on perceived social support 被引量:1
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作者 Haewon Byeon 《World Journal of Psychiatry》 SCIE 2021年第12期1314-1327,共14页
BACKGROUND Although the number of senior citizens living alone is increasing,only a few studies have identified factors related to the depression characteristics of senior citizens living alone by using epidemiologica... BACKGROUND Although the number of senior citizens living alone is increasing,only a few studies have identified factors related to the depression characteristics of senior citizens living alone by using epidemiological survey data that can represent a population group.AIM To evaluate prediction performance by building models for predicting the depression of senior citizens living alone that included subjective social isolation and perceived social support as well as personal characteristics such as age and drinking.METHODS This study analyzed 1558 senior citizens(695 males and 863 females)who were 60 years or older and completed an epidemiological survey representing the South Korean population.Depression,an outcome variable,was measured using the short form of the Korean version CES-D(short form of CES-D).RESULTS The prevalence of depression among the senior citizens living alone was 7.7%.The results of multiple logistic regression analysis showed that the experience of suicidal urge over the past year,subjective satisfaction with help from neighbors,subjective loneliness,age,and self-esteem were significantly related to the depression of senior citizens living alone(P<0.05).The results of 10-fold cross validation showed that the area under the curve of the nomogram was 0.96,and the F1 score of it was 0.97.CONCLUSION It is necessary to strengthen the social network of senior citizens living alone with friends and neighbors based on the results of this study to protect them from depression. 展开更多
关键词 Senior citizens living alone NOMOGRAM DEPRESSION risk factor Perceived social support Subjective social isolation
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Risk assessment of transnational oil investment in Central Asia using a fuzzy comprehensive evaluation method 被引量:2
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作者 Haitao Ma Zhan Sun Chuanglin Fang 《Regional Sustainability》 2020年第1期11-19,共9页
Central Asia(including five countries:Kazakhstan,Kyrgyzstan,Turkmenistan,Uzbekistan,and Tajikistan)is rich in oil reserves and has become one of the most important target regions for global oil investment.The construc... Central Asia(including five countries:Kazakhstan,Kyrgyzstan,Turkmenistan,Uzbekistan,and Tajikistan)is rich in oil reserves and has become one of the most important target regions for global oil investment.The construction of the Silk Road Economic Belt has prompted Central Asia to look outwards for more collaborations in the oil industry.China's need for oil investment in Central Asia has also increased significantly.This research established a comprehensive index system for assessing the risks of transnational oil investment in Central Asia.The system incorporated political,regulatory,economic,social,and infrastructural indices.Based on the Delphi method and fuzzy comprehension evaluation method,we qualitatively and quantitatively assessed and analyzed the risks of transnational oil investment in Central Asia.The results indicate that the risk score for regulatory risk was highest with the value of 6.1670,indicating a high risk level in transnational oil investment,followed by economic,social,political,and infrastructural risk indices.Of the 18 secondary risk indices calculated,there were seven indices with the probability of high risk occurrence exceeded 30.0%and the descending order was as follows:establishment of mining rights;host country intervention in operations;taxing system;stability of regulations;war and turmoil;labor capital;and ethnic,cultural,and religious differences.These seven critical risks should be watched closely and avoided during transnational oil investment in Central Asia.This study provides a comprehensive understanding of the potential risks of investing oil in Central Asia.The findings demonstrate the causes of these risks and provide a scientific basis for reasonably avoiding oil investment risk and improving investment benefits for both host and investing countries. 展开更多
关键词 Transnational oil investment Political risk Regulatory risk Economic risk social risk Infrastructural risk
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