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Use of cognitive-behavioral career coaching to reduce work anxiety and depression in public employees
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作者 Mkpoikanke Sunday Otu Maximus Monaheng Sefotho 《World Journal of Clinical Cases》 SCIE 2024年第2期322-334,共13页
BACKGROUND Public employees worldwide are increasingly concerned about work anxiety and depression.Cognitive-behavioral career coaching has emerged as a promising strategy for addressing these mental health disorders,... BACKGROUND Public employees worldwide are increasingly concerned about work anxiety and depression.Cognitive-behavioral career coaching has emerged as a promising strategy for addressing these mental health disorders,which can negatively impact on a person's overall well-being and performance.AIM To examine whether cognitive-behavioral career coaching reduces work anxiety and depression among Nigerian public employees.METHODS A total of 120 public employees(n=60)suffering from severe anxiety and depression were randomly assigned to the treatment or control groups in this study.Cognitive behavioral coaching was provided twice a week to those in the treatment group,whereas no treatment was given to those in the control group.As part of the study,the Hamilton Anxiety Rating Scales and Beck Depression Inventory were used to collect data.RESULTS Analysis of covariance of the data from participants indicates a significant effect of cognitive-behavioral career coaching on work anxiety and depression.CONCLUSION Insights into the underlying mechanisms by which cognitive behavior career coaching exerts its effects have been gained from this study.Also,the study has gathered valuable data that can inform future practice and guide the development of strategies for supporting mental health at work. 展开更多
关键词 Cognitive-behavioral career coaching Work anxiety Depression Public employees North Central Nigeria
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Management Practices:Shaping Employee Satisfaction and Commitment in Large German Companies
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作者 Lana Sosnovika 《Management Studies》 2024年第3期188-196,共9页
The rapid evolution of the political,economic,and social landscape has generated increased interest in understanding the contextual application of management styles and behaviours toward employees.In this context,orga... The rapid evolution of the political,economic,and social landscape has generated increased interest in understanding the contextual application of management styles and behaviours toward employees.In this context,organizations must comprehend and assess employee satisfaction to enhance productivity and realize their strategic and economic goals.Therefore,this study aims to investigate the prevailing and significant management behaviours toward employees in large German companies and their impact on employee satisfaction and job commitment.To achieve the research objective,the study will employ a qualitative method to explore management behaviours toward employees.Data were collected through interviews with randomly selected managers from different companies and departments.The study aims to uncover discrepancies or variations in employee expectations regarding management behaviour.The findings will provide a better understanding of the most prevalent and significant management behaviours toward employees in large German companies and their impact on employee satisfaction and job commitment.The results will be valuable to management in adopting suitable leadership styles and improving employee satisfaction,leading to increased productivity and organizational performance.The research will contribute to the existing body of knowledge in the field of management and human resource management by providing insights into the impact of management behaviours on employees.It will also offer recommendations to management on how to enhance employee satisfaction and job commitment,leading to improved organizational performance.In conclusion,this study will investigate the prevailing management behaviours toward employees in large German companies and their impact on employee satisfaction and job commitment. 展开更多
关键词 employee commitment employee expectations employee satisfaction management practices in large German companies leadership approaches organizational performance
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Research on Work-Life Balance of Female Employees
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作者 Ming Chen 《Proceedings of Business and Economic Studies》 2024年第1期145-149,共5页
Nowadays,the pace of work and life is accelerating rapidly,accompanied by significant changes in work content and family structure.Enterprises and employees are encountering various pressures and conflicts.Female empl... Nowadays,the pace of work and life is accelerating rapidly,accompanied by significant changes in work content and family structure.Enterprises and employees are encountering various pressures and conflicts.Female employees,in particular,are experiencing increasing pressure in both social labor and family affairs,resulting in ongoing conflicts between work and life.Achieving a balance between these two domains is crucial for female employees.This article aims to analyze the influencing factors of work-life balance for female employees and to propose useful strategies to help them improve it. 展开更多
关键词 Work-life balance Work-life conflict Female employees
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Aspirations on the Bright Side of Humanity: It is Time to Translate Aspirations Into Actions With Establishing the Government of Earth
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作者 Nandor Ludvig 《Philosophy Study》 2024年第1期1-8,共8页
The thesis of this paper is that the digital noosphere of the World Wide Web and its users,the borderless move of virtually all resources of the planet,and the consequent globalization of most aspects of national poli... The thesis of this paper is that the digital noosphere of the World Wide Web and its users,the borderless move of virtually all resources of the planet,and the consequent globalization of most aspects of national politics,economy,and culture,along with the increasing difficulty of controlling the related high-tech military conflicts,human-made environmental crises,and the abnormal migrations of abused people now make it inevitable to leave behind the competitive international chaos rooted in humankind’s animal past and turn to the cooperative social spirit recommended by Aristotle,Lao Tzu,Jesus,Dante,H.G.Wells,Martin Luther King Jr.,John Lennon,Nicholas Hagger,and others to finally translate their aspirations into actions via establishing the Government of Earth for the decent and free.The paper presents a five-step,15-year,~$25B plan to start this process.That this plan has nothing to do with the Godless work of secret societies,the authoritarian urges of renewed fascism or the political absurdities of Marxism-Leninism it is relayed by the envisioned Intercontinental Education System of the outlined Government of Earth to teach every child on the planet-via a new community of digitally linked extraordinary teachers-for the beauty of lifelong learning,tolerance,duty,honor,free cooperation,and artful communication for divine missions. 展开更多
关键词 humankind Soul of Multiverse cosmological neuroscience government of Earth
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Effective Utilization of Government-Provided CTI by Small Businesses within the Defense Industrial Base
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作者 Josiah Dykstra Lawrence A. Gordon +2 位作者 Martin P. Loeb Benjamin Wall Lei Zhou 《Journal of Information Security》 2024年第2期196-217,共22页
There are two broad objectives of the research reported in this paper. First, we assess whether government-provided cyber threat intelligence (CTI) is helpful in preventing, or responding to, cyber-attacks among small... There are two broad objectives of the research reported in this paper. First, we assess whether government-provided cyber threat intelligence (CTI) is helpful in preventing, or responding to, cyber-attacks among small businesses within the U.S. Defense Industrial Base (DIB). Second, we identify ways of improving the effectiveness of government-provided CTI to small businesses within the DIB. Based on a questionnaire-based survey, our findings suggest that government-provided CTI helps businesses within the DIB in preventing, or responding to, cyber-attacks providing a firm is familiar with the CTI. Unfortunately, a large percentage of small firms are not familiar with the government-provided CTI feeds and consequently are not utilizing the CTI. This latter situation is largely due to financial constraints confronting small businesses that prevent firms from having the wherewithal necessary to effectively utilize the government-provided CTI. However, we found a significant positive association between a firm’s familiarity with the government-provided CTI and whether a firm is being periodically reviewed by the Defense Counterintelligence and Security Agency (DCSA) or is compliant with the Cybersecurity Maturity Model Certification (CMMC) program. The findings from our study also show that the participating firms believe that external cyber threats are more likely to be the cause of a future cybersecurity breach than internal cybersecurity threats. Finally, our study found that the portion of the IT budget that small businesses within the DIB spend on cybersecurity-related activities is dependent on the perception that a firm would be the target of an external cyber-attack. 展开更多
关键词 government-Provided CTI Small Businesses Defense Industrial Base
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Reinforcing of Citizen’s Trust in E-Government: The Cameroon’s Case
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作者 Patrick Dany Bavoua Kenfack Check Njei 《Journal of Computer and Communications》 2024年第1期77-109,共33页
The embracing of ICTs and related technologies has enhanced different approaches for governments worldwide to deliver services to their citizens in a smart way. However, the usage of e-government services by common ci... The embracing of ICTs and related technologies has enhanced different approaches for governments worldwide to deliver services to their citizens in a smart way. However, the usage of e-government services by common citizens is recognized as one of the major setbacks of e-government development in both developed and developing countries. Moreover, government agencies in these countries are facing great challenges in keeping the citizens motivated enough to continue to use e-government services. This research aims to investigate the factors that influence citizens’ trust towards continue use of e-government services in Cameroon. The proposed research model consisted of three main constructs including technological, governmental, risk factors as well as six demographic characteristics (age, gender, educational level, income, internet experience and cultural perception). A five-point Likert scale questionnaire was designed to collect data physically and electronically, 352 valid questionnaires were retrieved. Simple and Multiple regression analysis methods were applied to build an adequate model based on the verification of hypotheses proposed. Based on results obtained, four demographic characteristics (age, education, occupation and income) have influence on citizens’ trust in e-government meanwhile gender and cultural affiliation have no influence. Furthermore, technological factors and governmental factors positively influence trust level in e-government, whereas risk factors have a negative influence on trust level. Deducing from the results, a list of recommendations is proposed to the government of Cameroon in order to reinforce citizens’ trust in e-government services. 展开更多
关键词 E-government Risk Factors Technological Factors governmental Factors TRUST Linear Regression
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Government subsidies, dual-credit policy, and enterprise performance: Empirical evidence from Chinese listed new energy vehicle companies 被引量:1
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作者 Lingling Pei Hui Kong Yiyin Xu 《Chinese Journal of Population,Resources and Environment》 2023年第2期71-81,共11页
The development of the new energy vehicle industry has become a key force driving the goals of carbon peak and carbon neutralization.To better guide future strategies,this study investigates the dual impact of subsidy... The development of the new energy vehicle industry has become a key force driving the goals of carbon peak and carbon neutralization.To better guide future strategies,this study investigates the dual impact of subsidy and dual-integral policies on the performance of new energy vehicle enterprises.This study first theorizes the influential mechanism according to the institutional-based approach and technical innovation theory,and then collects data from listed companies in the new energy vehicle industry from 2016 to 2020.The hypotheses are examined using a two-way fixed-effects model.The findings show that:(1)subsidy policies are can still improve enterprise performance,but not through green technology innovation;(2)the dual-credit policy can improve enterprise performance through green technology innovation;and(3)under current policy conditions,with subsidies declining annually,the interaction effects between the subsidy and dual-integral policies will also decrease.Thus,this study suggests that non-monetary industrial policy,represented by the dual credit policy is a more effective alternative to government subsidies. 展开更多
关键词 New energy vehicles Enterprise performance Dual-credit policy government subsidy policy Green technology innovation
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A Systematic Review of Blockchain Technology for Government Information Sharing
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作者 Lu Zhang Jiarong Mao +4 位作者 Yuting An Tianshuo Zhang Jixin Ma Chen Feng Xiaoyi Zhou 《Computers, Materials & Continua》 SCIE EI 2023年第1期1161-1181,共21页
Government information sharing(GIS)refers to that act of required or provided for duty government information,commercial information and public welfare information,and it is a basic issue of government services.Howeve... Government information sharing(GIS)refers to that act of required or provided for duty government information,commercial information and public welfare information,and it is a basic issue of government services.However,the existing GIS has low transparency and is lack of flexibility between different departments.Aiming at such problems,this paper takes blockchain as a solusion,and systematically summarizes the development of digital GIS,the advantages and challenges of blockchain and its theoretical research and practical applications.Specifically,it reviews e-government interactive structure,big data and other solutions,analyses their imperfections,and puts forward blockchain-based solutions.The blockchain improves government service efficiency and data security,meanwhile it faces challenges in throughput and supervision.In order to meet these challenges,researchers propose solutions based on three data exchange scenarios:government-to-government,government-to-enterprise and government-toindividual.In addition to researches,blockchain-based GIS is put into use.The electronic licensing project of Nanjing(China)government is taken as an example to illustrate that blockchain has the ability to openly and securely verify,track,and exchange data,so as to improve management ability and public service level of government agencies. 展开更多
关键词 Blockchain information sharing government cross-chain
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Study on Employee-sharing in China
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作者 Li Haijian Li Lingxiao 《China Economist》 2023年第3期24-42,共19页
Labor shortages caused by an aging population and falling fertility present an obstacle to China’s modernization drive.Since the limited labor resources take time to increase,employee-sharing as a collaborative and i... Labor shortages caused by an aging population and falling fertility present an obstacle to China’s modernization drive.Since the limited labor resources take time to increase,employee-sharing as a collaborative and innovative mode of employment represents a novel strategy for addressing the sharp declines in the working-age population and labor supply.Based on the theories of the sharing economy,gig economy,and skills economy,this paper develops a systematic framework for employee-sharing and explains its significance for the country,employers,and individuals in light of flexible employment and employee-sharing practices.At the national level,we advocate transforming the identity of employees from“corporate assets”to“social assets”,their labor relationship from“dependence on employers”to“independent social members”,and their teams from“corporate governance”to“labor union governance”.At the corporate level,we recommend that businesses streamline fixed-term workforce and transform themselves into platform-connected social entities.At the individual level,we establish a basic framework for employee-sharing to expand employee income sources and improve the social protection system,and elaborate on its significance for the country,employers,and individuals.The employee-sharing mechanism can be adopted step by step by resolving issues such as employee labor contract termination and management of shared employees.This gradualist strategy seeks to create a mode of employee-sharing that is feasible and in line with current trends for the benefit of the country,employers,and employees,and to contribute a Chinese solution and perspective to the global question of labor recruitment. 展开更多
关键词 Flexible employment sharing economy gig economy skills economy shared employees
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The Fulfillment of Government Responsibilities in the Collaborative Governance of Rural Water Pollution
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作者 Xuanqi Liu Yuhan Li Xiujuan Wang 《Open Journal of Applied Sciences》 CAS 2023年第4期496-507,共12页
Rural environmental pollution is becoming more and more serious, which has become an important problem to be solved urgently in our country under the background of the new era. Protecting the ecological environment is... Rural environmental pollution is becoming more and more serious, which has become an important problem to be solved urgently in our country under the background of the new era. Protecting the ecological environment is one of the important functions of the government, and protecting the rural water environment is the unshirkable responsibility of the local governments. As the main body of rural water pollution control, how to define and fulfill the local governments’ responsibilities is of great significance to the advancement of the overall governance work. This paper starts from the local governments, which are the important main body of rural environmental governance. By comparing the similarities and differences between the performance of government responsibilities under the traditional governance model and the collaborative governance model, clarifies the governance responsibilities of the local governments. And further explores the effective measures for the government to play the main role, fulfill the main responsibilities, and participate in the collaborative governance of rural water pollution. 展开更多
关键词 Fulfillment of government Responsibilities Rural Water Pollution Collaborative governance
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The Effects of Job Insecurity, Emotional Exhaustion, and Met Expectations on Hotel Employees’ Pro-Environmental Behaviors: Test of a Serial Mediation Model
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作者 Osman M.Karatepe Raheleh Hassannia +2 位作者 Tuna Karatepe Constanţa Enea Hamed Rezapouraghdam 《International Journal of Mental Health Promotion》 2023年第2期287-307,共21页
There are a plethora of empirical pieces about employees’pro-environmental behaviors.However,the extant literature has either ignored or not fully examined various factors(e.g.,negative or positive non-green workplac... There are a plethora of empirical pieces about employees’pro-environmental behaviors.However,the extant literature has either ignored or not fully examined various factors(e.g.,negative or positive non-green workplace factors)that might affect employees’pro-environmental behaviors.Realizing these voids,the present paper proposes and tests a serial mediation model that examines the interrelationships of job insecurity,emotional exhaustion,met expectations,and proactive pro-environmental behavior.We used data gathered from hotel customer-contact employees with a time lag of one week and their direct supervisors in China.After presenting support for the psychometric properties of the measures via confirmatory analysis in LISREL 8.30,the abovementioned linkages were gauged using the PROCESS plug-in for statistical package for social sciences.The findings delineated support for the hypothesized associations.Specifically,emotional exhaustion and met expectations partly mediated the effect of job insecurity on proactive pro-environmental behavior.More importantly,emotional exhaustion and met expectations serially mediated the influence of job insecurity on proactive pro-environmental behavior.These findings have important theoretical implications as well as significant implications for diminishing job insecurity,managing emotional exhaustion,increasing met expectations,and enhancing ecofriendly behaviors. 展开更多
关键词 Emotional exhaustion hotel customer-contact employees job insecurity met expectations pro-environmental behavior
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Government Role in Fostering Emerging Technological Industries:A New Perspective for Industrial Policy Research
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作者 He Jun 《China Economist》 2023年第5期14-33,共20页
Mainstream industrial policy research cannot fully explain how government interventions have helped China’s mobile communications industry catch up with and overtake those of advanced nations.China’s mobile communic... Mainstream industrial policy research cannot fully explain how government interventions have helped China’s mobile communications industry catch up with and overtake those of advanced nations.China’s mobile communications industry made breakthroughs in 3G,caught up with advanced nations in 4G,and gained a leadership position in 5G due to the implementation and improvement of a strategy of industrial competition that accommodates mainstream standards and prioritizes the mid-band spectrum based on the integrated“technology,standard and industry”deployment system and swift decision-making.The introduction of a perspective of a strategy of industrial competition may supplement industrial policy research in the following ways:First,when the concerted actions of numerous innovators are important for industrial competition performance,an effective strategy of industrial competition can be devised and overall coordinated by the government provided that is compatible with the catch-up development of emerging technological industries.Second,an industrial policy becomes effective when it is complementary with the strategic factors for long-term industrial performance such as the strategy of industrial competition and avoids serious disruptions to market-based mechanisms. 展开更多
关键词 government intervention strategy of industrial competition overall coordination swift decision-making
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Mediation Effect of Employee Training on Implementation of Hotel Environmental Management Practices for Hotel Business Sustainability in Tanzania
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作者 Naiman N.Mbise Perpetua Ishika 《Journal of Tourism and Hospitality Management》 2023年第2期60-86,共27页
The study assessed the mediation effect of employee training on implementation of hotel management practices for hotel business sustainability in Tanzania.Study was conducted in two cities Arusha and Dar es Salaam whe... The study assessed the mediation effect of employee training on implementation of hotel management practices for hotel business sustainability in Tanzania.Study was conducted in two cities Arusha and Dar es Salaam whereby a structured questionnaire with Likert scale range from one to five was used to collect information from the sample of 400 hotels’managers.The findings of the hypothesis indicate that two hypotheses were significant at significant at p<0.001 and one was not significant.The first hypothesis found that environmental management practice has positive effect on business sustainability highly significant at p<0.001.The second hypothesis was that there was positive relationship between environmental management practices and employee training at highly significant of p<0.001 and was accepted.Third hypothesis was that employee training has no mediation effect on the hotel business sustainability whereby p>0.05 hence rejected.It was also found the direct effect was significance at p<0.01 while indirect effect was not significance at p>0.05 and total effect was significance at p<0.01.It was concluded that,employees’training does not mediate the implementation of hotel environmental management practices for sustainability of hotel business in Tanzania. 展开更多
关键词 MEDIATION employee training SUSTAINABILITY hotel business
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Effect of Collective Bargaining on Employee Motivation in the Zimbabwean Gold Mining Sector
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作者 Munyaradzi Chikove 《Economics World》 2023年第3期116-131,共16页
The purpose of this study is to determine the effect of collective bargaining on employee motivation in the Zimbabwean gold mining sector.The continued restless among employees at various gold mines in the midlands pr... The purpose of this study is to determine the effect of collective bargaining on employee motivation in the Zimbabwean gold mining sector.The continued restless among employees at various gold mines in the midlands province has resulted in productivity levels dwindling.There has been increased labour turnover by employees as well as increased union representation to management.Questionnaire were used to collect data.In this article a population of one thousand employees was used.A sample of two hundred employees was selected across the board.The results of the study indicate positive relationships between collective bargaining and job satisfaction among the employees in the Zimbabwean gold mining sector.Implications of these results are that the human resource interventions are required in order to create an environment in which employees can freely engage in collective bargaining.Furthermore,the results indicate that collective bargaining engenders intrinsic motivation and above all allows for the protection of employee’s rights and welfare as well as promoting industrial democracy.This study recommends that managers should guard against preventing or obstructing employees from seeking legal redress to protect their interest.In addition,labour officers should be given the right of reasonable access to workers during working hours at their organisations for the purposes of advising the workers on the law.The employees should be given a latitude to belong to a trade union and or workers committee. 展开更多
关键词 MOTIVATION employee commitment collective bargaining work performance
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China’s Economic Spring The 2023 Government Work Report projected the GDP growth of around 5 percent,which is more than realistic
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作者 Yi Ming 《China Report ASEAN》 2023年第4期18-22,共5页
On March 5,the First Session of the 14th National People’s Congress(NPC)opened at the Great Hall of the People in Beijing.Then-Premier Li Keqiang delivered the Government Work Report,which projected several targets f... On March 5,the First Session of the 14th National People’s Congress(NPC)opened at the Great Hall of the People in Beijing.Then-Premier Li Keqiang delivered the Government Work Report,which projected several targets for development this year:GDP growth of around 5 percent,some 12 million new urban jobs,a surveyed urban unemployment rate of around 5.5 percent,CPI increase of around 3 percent,personal income growth in tandem with economic growth,and more. 展开更多
关键词 government INCOME Work
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Abstract of Speech by Michael Crook,British Sinologist,Winner of the Chinese Government Friendship Award
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《International Understanding》 2023年第1期12-12,共1页
Michael Crook,British sinologist and winner of the Chinese Government Friendship Award,made constructive proposals on the interpretation of Chinese modernisation in the new era.He pointed out that China has gained rem... Michael Crook,British sinologist and winner of the Chinese Government Friendship Award,made constructive proposals on the interpretation of Chinese modernisation in the new era.He pointed out that China has gained remarkable achievements in its development,and its successful experience will serve as useful reference for the international community.The story of Chinese modernisation is not only a significant part of Chinese stories,but also a major path for the world to understand the Communist Party of China,the country,and the Chinese nation.Therefore,fine interpretation of Chinese path to modernisation is of exceptional significance to countries all over the world. 展开更多
关键词 government logist exceptional
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The Government of Bailiwick of Jerser Organized Chinese New Year Celebrations for the First Time
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《China & The World Cultural Exchange》 2023年第2期22-23,共2页
Bailiwick of Jersey is a British Crown dependency,with independent government,postal service,police,etc.,and convenient transportation to and from Britain.The Chinese New Year celebration was organized by government o... Bailiwick of Jersey is a British Crown dependency,with independent government,postal service,police,etc.,and convenient transportation to and from Britain.The Chinese New Year celebration was organized by government of Bailiwick of Jersey for the first time,which helped to promote Chinese New Year celebrations in the area. 展开更多
关键词 government BRITAIN JERSEY
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A Study of the Effects of Employee Engagement on Job Satisfaction:Mediating Effect of Labor Relations Climate
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作者 Zhao Weihong Yang Xiaoyi +1 位作者 Ma Xiaomeng Zhao Yifan 《Contemporary Social Sciences》 2023年第1期63-74,共12页
With the rapid advancement of new technologies and the transformation of the economic model on a global scale,enterprises are facing unprecedented changes in the external environment and more diversified demands from ... With the rapid advancement of new technologies and the transformation of the economic model on a global scale,enterprises are facing unprecedented changes in the external environment and more diversified demands from employees.Therefore,it is essential for enterprises to bolster employee engagement by enhancing employees’job satisfaction,building a stable and harmonious internal climate,and adapting to the dynamic,complex external environment.This study analyzes the positive effects of employee engagement on job satisfaction,explores the mediating effect of labor relations climate in the relationship between the two,and proposes corresponding practical countermeasures and suggestions. 展开更多
关键词 employee engagement job satisfaction labor relations climate
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An Overview of Government-Market Relationships:Evolving Perceptions,Role of the Market,and Government Functions
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作者 Li Xiang Tang Yong 《Contemporary Social Sciences》 2023年第3期65-84,共20页
Building a high-level socialist market economy is conducive to giving full play to the market’s decisive role in resource allocations and bringing the government into better play.Correctly handling the market and the... Building a high-level socialist market economy is conducive to giving full play to the market’s decisive role in resource allocations and bringing the government into better play.Correctly handling the market and the government relationships has been a central issue in China’s economic structural reform.Giving a comprehensive review and summary of the research findings achieved by the theoretical and academic circles in China,we generalize the evolution and working mechanisms of China’s socialist market economy system,following the developing trajectory and logic of relevant literature,focusing on the three aspects of evolving perceptions,the role of the market,and the functions of the government.Based on our literature overview,we also induced and extracted the basic conclusions and evolutionary features of relevant research and made suggestions for the future direction of theoretical research regarding China’s socialist market economy. 展开更多
关键词 socialist market economy system evolving perceptions the role of the market government functions
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Employee Attrition Classification Model Based on Stacking Algorithm
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作者 CHEN Yanming LIN Xinyu ZHAN Kunye 《Psychology Research》 2023年第6期279-285,共7页
This paper aims to build an employee attrition classification model based on the Stacking algorithm.Oversampling algorithm is applied to address the issue of data imbalance and the Randomforest feature importance rank... This paper aims to build an employee attrition classification model based on the Stacking algorithm.Oversampling algorithm is applied to address the issue of data imbalance and the Randomforest feature importance ranking method is used to resolve the overfitting problem after data cleaning and preprocessing.Then,different algorithms are used to establish classification models as control experiments,and R-squared indicators are used to compare.Finally,the Stacking algorithm is used to establish the final classification model.This model has practical and significant implications for both human resource management and employee attrition analysis. 展开更多
关键词 employee attrition classification model machine learning ensemble learning oversampling algorithm Randomforest stacking algorithm
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