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The Impact of Chinese Teachers’ Career Calling on Job Burnout: A Dual Path Model of Career Adaptability and Work Engagement 被引量:1
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作者 Huaruo Chen Wanru Song +3 位作者 Jian Xie Huadi Wang Feifei Zheng Ya Wen 《International Journal of Mental Health Promotion》 2025年第3期379-400,共22页
Objectives:Teachers are facing unprecedented new challenges leading them to face an increasing number of tasks that are not part of their job,as well as having to cope with the additional skills acquisition that comes... Objectives:Teachers are facing unprecedented new challenges leading them to face an increasing number of tasks that are not part of their job,as well as having to cope with the additional skills acquisition that comes with non-traditional forms of teaching and learning,and increased work pressure leading to an increase in the rate of teachers leaving the profession.Therefore,this study aims to explore the mechanism of the career calling on job burnout through career adaptability and work engagement.Methods:This study conducted a cross-sectional survey of 465 primary and secondary school teachers(PSST)in China's Mainland from the perspective of work adjustment and used structural equation modeling(SEM)to examine the mediating roles of career adaptability and work engagement in the relationship between teachers’career calling and job burnout.Results:The results show that PSSTs are above average in career calling,career adaptability,and work engagement,while job burnout is below average.A significant positive or negative correlation exists between career calling,career adaptability,work engagement,and job burnout.The result of path analysis indicates that career adaptability and work engagement exert an indirect influence on the job burnout of PSST through three paths:namely,the independent intermediary role of career adaptability(EV=−0.144),the independent intermediary role of work engagement(EV=0.172)and the chain intermediary role of the two(EV=0.176).Conclusion:This study emphasizes the importance of career adaptability and work engagement in teacher development in regulating career calling and job burnout.Therefore,on the one hand,we think that if managers want to reduce teachers’job burnout,they need to pay more attention to teachers’career adaptability and work engagement,rather than relying solely on teachers’career calling.On the other hand,it is to remind teachers not to rely on their adjustment to adapt to the work,but also to need outside help as much as possible. 展开更多
关键词 Career calling job burnout career adaptability work engagement structural equation model(SEM)
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Modeling and performance evaluation of QoS-aware job scheduling of computational grids
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作者 单志广 林闯 《Journal of Southeast University(English Edition)》 EI CAS 2007年第3期425-430,共6页
To achieve high quality of service (QoS) on computational grids, the QoS-aware job scheduling is investigated for a hierarchical decentralized grid architecture that consists of multilevel schedulers. An integrated ... To achieve high quality of service (QoS) on computational grids, the QoS-aware job scheduling is investigated for a hierarchical decentralized grid architecture that consists of multilevel schedulers. An integrated QoS-aware job dispatching policy is proposed, which correlates priorities of incoming jobs used for job selecting at the local scheduler of the grid node with the job dispatching policies at the global scheduler for computational grids. The stochastic high-level Petri net (SHLPN) model of a two-level hierarchy computational grid architecture is presented, and a model refinement is made to reduce the complexity of the model solution. A performance analysis technique based on the SHLPN is proposed to investigate the QoS-aware job scheduling policy. Numerical results show that the QoS-aware job dispatching policy outperforms the QoS-unaware job dispatching policy in balancing the high-priority jobs, and thus enables priority-based QoS. 展开更多
关键词 computational grids job scheduling quality of service (QoS) performance evaluation modelING stochastic high-level Petri net (SHLPN)
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The Big Five Model in Relation to Job Performance:A New Look at Organizational Psychology 被引量:1
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作者 Bafetis Alexandros Michael Galanakis 《Psychology Research》 2023年第1期1-8,共8页
The Big Five Theory is often regarded as psychology’s most influential personality theoretical approach.The goal of this study is to examine the role of the Big Five Theory in the workplace,especially which personali... The Big Five Theory is often regarded as psychology’s most influential personality theoretical approach.The goal of this study is to examine the role of the Big Five Theory in the workplace,especially which personality qualities are more likely to predict work success.Which traits should companies emphasize throughout the hiring and selection processes?How can businesses use the Big Five personality model to locate employees that are more productive,efficient,and devoted to the organization’s goals?A detailed assessment of existing recent research addresses the aforementioned issues.Following a review of many current articles on the subject,it was established that using this model had a positive influence on individual and group performance,working relationships,manager work performance,and workplace innovation. 展开更多
关键词 organizational psychology PERSONALITY Big Five model job performance
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An Integrated Model of Job Involvement, Job Satisfaction and Organizational Commitment: A Structural Analysis in Jordan’s Banking Sector
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作者 Ayman Bahjat Abdallah Bader Yousef Obeidat +2 位作者 Noor Osama Aqqad Marwa Na’el Khalil Al Janini Samer Eid Dahiyat 《Communications and Network》 2017年第1期28-53,共26页
The purpose of this research is to investigate the interrelationships among the three behavioural constructs of job involvement, job satisfaction and organizational commitment. Accordingly, a structural model is devel... The purpose of this research is to investigate the interrelationships among the three behavioural constructs of job involvement, job satisfaction and organizational commitment. Accordingly, a structural model is developed to delineate the interactions among these constructs and explore the mediating effect of job satisfaction on the relationship between job involvement and organizational commitment. A questionnaire-based survey was designed to test the aforementioned model based on a dataset of 315 employees working in twelve out of twenty six banks operating in the capital city of Jordan, Amman. The model and posited hypotheses were tested using structural equation modelling analysis. The results indicated that job involvement positively and significantly affects job satisfaction and organizational commitment. Additionally, job satisfaction proved to be positively related to organizational commitment. Furthermore, job satisfaction positively and significantly partially mediated the relationship between job involvement and organizational commitment. 展开更多
关键词 job Involvement job SATISFACTION ORGANIZATIONAL COMMITMENT Structural Equation modelling JORDAN
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Development of Job Burden-capital Model of Occupational Stress: An Exploratory Study
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作者 WANG Chao LI Shuang +4 位作者 LI Tao YU Shan Fa DAI Jun Ming LIU Xiao Man ZHU Xiao Jun 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 2016年第9期678-682,共5页
This study proposes a new framework as job burden-capital model for comprehensive assessment on occupational stress. 1618 valid samples were recruited from electronic manufacturing service industry in Hunan province b... This study proposes a new framework as job burden-capital model for comprehensive assessment on occupational stress. 1618 valid samples were recruited from electronic manufacturing service industry in Hunan province by self-rated questionnaires after written consent. Structural equation model analysis was employed to verify the model by the data collected. The final fitting model has satisfactory fitting goodness (CMIN/DF=5.78, AGFI=0.937, NNFI=0.960, IF1=0.968, RMSEA=0.054). Both of the measurement model and structural model have acceptable path Ioadings. Job burden and capital could either directly affect occupational outcomes or indirectly influence them through equation personality. 展开更多
关键词 Development of job Burden-capital model of Occupational Stress
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基于能力-动机-机会模型的三甲公立医院后备人才培养模式探索
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作者 龚怡琳 汪大伟 +1 位作者 张雪莹 王慧卿 《中国医院》 北大核心 2026年第2期88-91,共4页
目的:基于“能力-动机-机会”模型,探究医院临床和科研导向的人力资源管理实践对后备骨干人才工作满意度、工作敬业度的影响,为完善三甲公立医院后备人才培养体系提供理论支撑与实践路径。方法:对全院学术带头人后备人选与青年学术骨干... 目的:基于“能力-动机-机会”模型,探究医院临床和科研导向的人力资源管理实践对后备骨干人才工作满意度、工作敬业度的影响,为完善三甲公立医院后备人才培养体系提供理论支撑与实践路径。方法:对全院学术带头人后备人选与青年学术骨干开展问卷调查,衡量医院对后备骨干人才在临床和科研双维度的支持政策,以及对于工作满意度、工作敬业度的影响。使用描述性统计分析了解数据的整体分布特征,使用多元线性回归建立统计学模型。结果:科研支持量表的平均得分为4.35,临床支持量表的平均得分为4.33,均处于较高水平,且两者发展较为均衡。工作满意度的平均得分为4.26,工作敬业度的平均得分为4.56,满意程度与投入程度较高。临床支持和科研支持均对工作满意度有显著正向影响(β=0.491,P<0.001;β=0.349,P<0.001),女性骨干人才的工作满意度略低于男性(β=-0.120,P=0.044)。科研支持对工作敬业度具有显著正向影响(β=0.601,P<0.001)。结论:医院针对后备骨干人才的科研与临床支持政策整体落实较好,为加强对后备骨干人才的有效支撑,应进一步推行个性化培养、差异化激励和多元化发展路径。 展开更多
关键词 AMO模型 后备人才 工作满意度 工作敬业度
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多目标柔性Job Shop调度问题的技术现状和发展趋势 被引量:19
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作者 吴秀丽 孙树栋 +1 位作者 杨展 翟颖妮 《计算机应用研究》 CSCD 北大核心 2007年第3期1-5,9,共6页
首先概述了多目标柔性Job Shop调度问题的基本概念,包括问题定义、常用假设条件、性能指标和问题的分类,讨论了其复杂性;其次,分别从建模、优化方法和原型系统研究方面综述了其发展过程和研究现状,对一类更加通用的多目标柔性Job Shop... 首先概述了多目标柔性Job Shop调度问题的基本概念,包括问题定义、常用假设条件、性能指标和问题的分类,讨论了其复杂性;其次,分别从建模、优化方法和原型系统研究方面综述了其发展过程和研究现状,对一类更加通用的多目标柔性Job Shop问题进行了简单的文献综述;最后指出了现有研究存在的问题与不足,并对未来的发展趋势进行了探讨。 展开更多
关键词 多目标 柔性工作车间调度 建模 优化方法 原型系统
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钢管生产调度中可中断Job-Shop问题的数学模型 被引量:3
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作者 霍佳震 钟海嫣 +1 位作者 吴群 刘桂林 《系统仿真学报》 EI CAS CSCD 北大核心 2008年第11期2789-2792,2796,共5页
现针对国内大型钢铁企业钢管冷区生产调度的实际问题,在生产连续、库存限制、部分人工调度的情况下,利用离散化时间的方法把不可中断Job-Shop问题转化为可中断Job-Shop问题,建立该问题的混合整数规划模型,并利用ILOG公司CPLEX软件包对... 现针对国内大型钢铁企业钢管冷区生产调度的实际问题,在生产连续、库存限制、部分人工调度的情况下,利用离散化时间的方法把不可中断Job-Shop问题转化为可中断Job-Shop问题,建立该问题的混合整数规划模型,并利用ILOG公司CPLEX软件包对其大规模的可中断Job-Shop问题的算例进行求解,其解可指导冷区的实际生产调度。该模型在实际运用中已取得良好的结果。 展开更多
关键词 钢管 生产调度 可中断job-Shop问题 混合整数规划模型
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基于遗传算法的Job-Shop调度问题求解 被引量:14
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作者 柳林 《计算机应用》 CSCD 北大核心 2006年第7期1694-1696,共3页
针对Job-Shop调度问题,详细讨论了遗传算法以及染色体编码方法,建立了算法模型。通过仿真实验,验证了该算法的有效性。
关键词 遗传算法 job-SHOP调度问题 模型
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加工时间随机可控Job Shop前摄调度研究 被引量:5
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作者 肖世昌 孙树栋 杨宏安 《西北工业大学学报》 EI CAS CSCD 北大核心 2014年第6期929-936,共8页
针对Job Shop环境中工序加工时间的不确定性,建立加工时间随机可控Job Shop调度问题随机模型。采用效率指标和鲁棒性指标对调度方案进行双目标评价。提出一种分层求解策略实现双目标优化,并采用嵌入最优计算量分配策略的遗传算法求解模... 针对Job Shop环境中工序加工时间的不确定性,建立加工时间随机可控Job Shop调度问题随机模型。采用效率指标和鲁棒性指标对调度方案进行双目标评价。提出一种分层求解策略实现双目标优化,并采用嵌入最优计算量分配策略的遗传算法求解模型。仿真实验证明了所提出模型及优化算法的可行性。通过与直接采用均值-方差模型进行双目标优化得到的结果进行比较,证明了所提出的分层求解策略和算法可以获得综合性能更好的调度方案。 展开更多
关键词 随机模型 遗传算法 鲁棒性 job SHOP 最优计算量分配 加工时间随机可控
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基于CSP的Job shop调度算法研究 被引量:9
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作者 杨宏安 孙树栋 +1 位作者 王荪馨 柴永生 《系统工程》 CSCD 北大核心 2004年第11期15-18,共4页
针对一类典型的约束满足问题--Job shop调度问题,提出一种CSP调度算法框架,详细讨论CSP 调度算法中的工序开始时间窗、一致性预处理、搜索空间概率模型、工序排序启发、开工时间排序启发的求解 方法。仿真结果表明CSP调度算法在较小的... 针对一类典型的约束满足问题--Job shop调度问题,提出一种CSP调度算法框架,详细讨论CSP 调度算法中的工序开始时间窗、一致性预处理、搜索空间概率模型、工序排序启发、开工时间排序启发的求解 方法。仿真结果表明CSP调度算法在较小的计算时间代价下,获得了FT10标准调度问题的近优解。 展开更多
关键词 job shop调度 约束满足问题 工序开始时间窗 概率模型 工序排序启发 开工时间排序启发
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考虑工序相关性的Job Shop调度问题及其析取图模型 被引量:5
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作者 熊禾根 李建军 《中国制造业信息化(学术版)》 2006年第3期6-9,共4页
提出了一类考虑工序相关性的Job Shop调度问题,对工序相关性从代数描述、甘特图表示和类型转换等方面进行了较为系统的数学描述;进一步提出在经典的车间作业计划析取图模型中,通过加入相关弧以表示工序的相关性。具体叙述了相关弧的添... 提出了一类考虑工序相关性的Job Shop调度问题,对工序相关性从代数描述、甘特图表示和类型转换等方面进行了较为系统的数学描述;进一步提出在经典的车间作业计划析取图模型中,通过加入相关弧以表示工序的相关性。具体叙述了相关弧的添加方法及考虑工序相关性的 Job Shop调度问题的析取图建模方法,并对一实例进行了建模。 展开更多
关键词 job Shop调度 工序相关性 析取图 建模
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融合障碍图模型的柔性作业车间调度混合算法
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作者 熊英杰 赵诗奎 《济南大学学报(自然科学版)》 北大核心 2026年第1期135-147,158,共14页
针对柔性作业车间调度问题,构建障碍图模型,设计一种针对剩余工件左移和右移的混合剩余调度策略,以提高后续操作的机器空闲时间利用效率;在障碍图模型的路径搜索过程中,引入2种局部路径主动延误方法,以充分利用工件级插入邻域移动,避免... 针对柔性作业车间调度问题,构建障碍图模型,设计一种针对剩余工件左移和右移的混合剩余调度策略,以提高后续操作的机器空闲时间利用效率;在障碍图模型的路径搜索过程中,引入2种局部路径主动延误方法,以充分利用工件级插入邻域移动,避免冗余移动操作循环;采用移动工件选择搜索算法引导障碍图模型的整体迭代过程,以深入搜索解空间并生成更具区分度的邻域解集;以最大完工时间为优化目标,在包含遗传算法、两级邻域搜索的柔性作业车间调度算法基础上,提出一种融合障碍图模型的柔性作业车间调度混合算法;利用MATLAB软件编程实现所提出的算法,对31个基准算例进行测试、评估,并与其他文献中的经典算法进行对比。结果表明:所提出算法中融合障碍图模型后,31个基准算例的运算速度均得到提升,其中5个基准算例最大完工时间的最优值得到改进,求解BRdata、BCdata基准算例集的相对偏差平均值分别优化为14.98、22.45;通过比较所提出算法与其他文献经典算法求解结果中的相对偏差平均值,验证了所提出算法的有效性。 展开更多
关键词 柔性作业车间调度问题 障碍图模型 两级邻域 最大完工时间
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面向IC生产模式的Job Shop调度问题的研究
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作者 何利 刘永贤 +1 位作者 谢华龙 张禹 《制造技术与机床》 CSCD 北大核心 2008年第12期21-24,共4页
针对即时定制生产模式的车间调度的特点,提出基于粒子群算法(PSO)的车间调度问题的解决方案。利用粒子群算法本身的优越性解决复杂的车间作业排序问题,克服了传统调度算法存在寻优效率低或全局寻优能力差的弱点。对粒子群的编码及寻优... 针对即时定制生产模式的车间调度的特点,提出基于粒子群算法(PSO)的车间调度问题的解决方案。利用粒子群算法本身的优越性解决复杂的车间作业排序问题,克服了传统调度算法存在寻优效率低或全局寻优能力差的弱点。对粒子群的编码及寻优操作进行研究,确定了更适合车间调度问题的编码和操作方式,并将算法进行编程,应用到系统的车间调度部分。仿真结果表明,通过设置适当的参数,可以快速地得到理想的排序结果,能够适用于IC生产模式的车间调度问题。 展开更多
关键词 生产管理系统 车间调度 粒子群算法 即时定制 生产模式
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基于自然语言处理的职务犯罪法律文书处理与分析研究
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作者 姜志超 杨炳文 +1 位作者 高谷刚 李林怡 《通信与信息技术》 2026年第1期7-12,30,共7页
近年来,职务犯罪案件频发,现有研究多局限于法律文本和犯罪构成分析,缺乏跨学科视角,难以揭示其特征和发展趋势。目前,专门针对职务犯罪文书处理与分析的类似系统较少,法律领域通用的数据分析系统难以处理此类文书的专业性和特殊性。因... 近年来,职务犯罪案件频发,现有研究多局限于法律文本和犯罪构成分析,缺乏跨学科视角,难以揭示其特征和发展趋势。目前,专门针对职务犯罪文书处理与分析的类似系统较少,法律领域通用的数据分析系统难以处理此类文书的专业性和特殊性。因此,借助大数据、人工智能和自然语言处理技术,分析职务犯罪案例文本,揭示犯罪规律并实现高效预防具有重要意义。本研究提出基于智能数据处理与分析的职务犯罪研究模型与算法,并构建了系统原型。通过定制化爬虫技术高效采集多平台职务犯罪文书数据。在数据预处理阶段,采用jieba分词结合深度学习序列标注技术进行清洗、分词及关键信息提取。基于Word2Vec模型将文本信息转化为数字化表达,并结合K-Means聚类算法与Llama3大语言模型挖掘关键特征,显著提升类案检索精准性。最终通过箱线图、散点图等可视化手段展示犯罪规律。实验结果表明,相较于传统方法,该模型在精确度和召回率方面分别提升了21%和9%,充分验证了Llama3在语义理解和特征提取方面的强大能力。 展开更多
关键词 职务犯罪 法律文书 大数据 自然语言处理 词向量模型 聚类算法
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基于改进SCE算法的Job Shop调度方法研究
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作者 赵付青 张建林 +1 位作者 王俊彪 Jonrinaldi Jonrinaldi 《西北工业大学学报》 EI CAS CSCD 北大核心 2014年第1期152-157,共6页
Job Shop Problem(JSP)是生产调度领域中的一类复杂的调度问题,高效JSP求解算法的研究与设计是JSP,乃至整个生产调度领域的关键研究内容。引入新的智能仿生算法Shuffled Complex Evolution(SCE),以求解工件的最小最大完成时间为目标,通... Job Shop Problem(JSP)是生产调度领域中的一类复杂的调度问题,高效JSP求解算法的研究与设计是JSP,乃至整个生产调度领域的关键研究内容。引入新的智能仿生算法Shuffled Complex Evolution(SCE),以求解工件的最小最大完成时间为目标,通过序列映射方式将连续定义域空间中的变量映射到离散的组合优化问题空间中,同时采用基于工序编码的方式进行编码,最后使用顺序插入解码机制对其解码。并针对基本SCE算法在求解优化问题时求解质量差和求解速度慢等缺点,对算法中个体的进化过程进行改进,使个体进化的方向沿着当前群体最优解的方向进行。最后将此算法用于求解典型的Job Shop调度实例,结果表明,改进SCE算法在解决Job Shop调度问题上是有效的。 展开更多
关键词 job Shop调度问题 Shuffled COMPLEX Evolution算法 工序编码 生产调度
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Project Scheduling问题和Job-Shop问题的神经网络解 被引量:1
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作者 章烔民 吴文娟 陶增乐 《计算机应用与软件》 CSCD 1998年第2期21-28,共8页
Project Scheduling问题和Job-Shop问题是著名的NP难题。本文用神经网络方法去解这两个问题,软件模拟结果是令人满意的。这种方法也为解一大类组合优化问题提供了一个新的途径。
关键词 job-SHOP问题 神经网络 优化问题
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Representations in Genetic Algorithm for the Job Shop Scheduling Problem: A Computational Study 被引量:2
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作者 Tamer F. Abdelmaguid 《Journal of Software Engineering and Applications》 2010年第12期1155-1162,共8页
Due to the NP-hardness of the job shop scheduling problem (JSP), many heuristic approaches have been proposed;among them is the genetic algorithm (GA). In the literature, there are eight different GA representations f... Due to the NP-hardness of the job shop scheduling problem (JSP), many heuristic approaches have been proposed;among them is the genetic algorithm (GA). In the literature, there are eight different GA representations for the JSP;each one aims to provide subtle environment through which the GA’s reproduction and mutation operators would succeed in finding near optimal solutions in small computational time. This paper provides a computational study to compare the performance of the GA under six different representations. 展开更多
关键词 job SHOP Scheduling GENETIC Algorithm MATHEMATICAL models GENETIC REPRESENTATION
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Practice Environment, Work Characteristics and Levels of Burnout as Predictors of Nurse Reported Job Outcomes, Quality of Care and Patient Adverse Events: A Study across Residential Aged Care Services 被引量:1
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作者 Peter Van Bogaert Tinne Dilles +1 位作者 Kristien Wouters Bart Van Rompaey 《Open Journal of Nursing》 2014年第5期343-355,共13页
To understand how to create a stabile workforce achieving excellent quality of care and patient safety, associations between practice environments and nurse and patient outcomes have been widely studied in acute and p... To understand how to create a stabile workforce achieving excellent quality of care and patient safety, associations between practice environments and nurse and patient outcomes have been widely studied in acute and psychiatric care hospitals. Knowing residential aged care services are challenged to tackle complex patients’ needs within certain working conditions, to what extent do nurses perceive their practice environment in geriatric care? In a cross-sectional survey, a sample of 709 registered nurses, licensed practical nurses and nurse aides employed in 25 residential aged care services completed a structured questionnaire composed of various validated instruments measuring nurse practice environment factors, nurse work characteristics, burnout, nurse reported job outcomes, quality and patient adverse events. Associations between variables across residential aged care services were examined using multilevel modelling techniques. Associations were identified between practice environment factors, work characteristics, burnout dimensions, and reported outcome variables across residential aged care services. Multiple multilevel models showed independent variables (nursing management at the unit level, workload, decision latitude, social capital, emotional exhaustion and depersonalization) as important predictors of nurse reported outcome (job satisfaction, turnover intensions), quality of care (at the unit, the last shift, and in the service within the last year) and patient adverse events (patient and family complaints, patient falls, pulmonary and urinary tract infections, and medications errors). Results suggested the importance of nurse practice environment factors, nurse work characteristics and perception of burnout on nurse and patient outcomes across their nurse practice environment. Challenging the complex care of a vulnerable and frail population executives, physicians, nursing leaders as well as nurses in their nurse practice environment shared responsibility to create working conditions achieving excellent quality and patient safety. 展开更多
关键词 BURNOUT job SATISFACTION NURSE Practice Environment Quality of CARE Residential Aged CARE Multilevel modelling
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Comparative Study of Different Representations in Genetic Algorithms for Job Shop Scheduling Problem 被引量:1
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作者 Vedavyasrao Jorapur V. S. Puranik +1 位作者 A. S. Deshpande M. R. Sharma 《Journal of Software Engineering and Applications》 2014年第7期571-580,共10页
Due to NP-Hard nature of the Job Shop Scheduling Problems (JSP), exact methods fail to provide the optimal solutions in quite reasonable computational time. Due to this nature of the problem, so many heuristics and me... Due to NP-Hard nature of the Job Shop Scheduling Problems (JSP), exact methods fail to provide the optimal solutions in quite reasonable computational time. Due to this nature of the problem, so many heuristics and meta-heuristics have been proposed in the past to get optimal or near-optimal solutions for easy to tough JSP instances in lesser computational time compared to exact methods. One of such heuristics is genetic algorithm (GA). Representations in GA will have a direct impact on computational time it takes in providing optimal or near optimal solutions. Different representation schemes are possible in case of Job Scheduling Problems. These schemes in turn will have a higher impact on the performance of GA. It is intended to show through this paper, how these representations will perform, by a comparative analysis based on average deviation, evolution of solution over entire generations etc. 展开更多
关键词 job SHOP Scheduling GENETIC Algorithm GENETIC Representation CONCEPTUAL model
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