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International Journal of Human Capital and Information Technology Professionals最新文献

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Impact of Work-Family Conflict on Career Development of Knowledge Workers in Indian IT Sector: Examining Moderating Effect of Age 工作-家庭冲突对印度IT行业知识型员工职业发展的影响:年龄的调节效应检验
IF 1.9 Q4 MANAGEMENT Pub Date : 2021-01-01 DOI: 10.4018/IJHCITP.2021070103
T. Kumari, R. Vangapandu
Work-family conflict is one of the major problems that influence career development of knowledge workers in the information technology (IT) sector. The purpose of the paper is to examine the relation between work-family conflict and career development with the moderating effect of age. The data was collected from 278 knowledge workers (IT professionals) employed in different IT companies across India. The data is analysed with descriptive statistics, correlation, and hierarchical regression through statistical package for the social sciences (SPSS) 21.0 software, AMOS for structural equation modelling (SEM) analysis, and interaction software for analyzing interaction item age. The results of the study revealed that there is a negative relation between work-family conflict and career development. In addition, the findings also supported that age moderates the relation between work-family conflict and career development. This study is important to IT companies, which will provide useful insights in managing the employees' well-being.
工作家庭冲突是影响信息技术(IT)知识型员工职业发展的主要问题之一。本研究旨在探讨工作-家庭冲突与职业发展的关系,以及年龄的调节作用。这些数据是从印度不同IT公司雇佣的278名知识工作者(IT专业人员)中收集的。通过社会科学统计软件包(SPSS) 21.0软件、结构方程模型(SEM)分析AMOS软件和交互项目年龄分析交互软件,对数据进行描述性统计、相关分析和层次回归分析。研究结果显示,工作-家庭冲突与职业发展呈负相关。此外,研究结果还支持年龄调节工作家庭冲突与职业发展的关系。本研究对IT企业的员工幸福感管理具有重要的借鉴意义。
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引用次数: 5
Advance Resource Planning in Hospital Emergency Departments Using Machine Learning Techniques 利用机器学习技术在医院急诊科推进资源规划
IF 1.9 Q4 MANAGEMENT Pub Date : 2021-01-01 DOI: 10.4018/IJHCITP.2021070105
S. Rawat, Rubeena Sultana
Accidents are likely to happen at workplaces which requires employees to rush to the hospitals for emergency treatment. Due to increase in population, treating various medical cases has led to longer waiting times at emergency treatment units (ETUs). The reasons being the ambulance divergence, less staff, and reduced management. An approach to decrease overcrowding at ETU can be the application of modern techniques. Machine learning (ML) is the one which is used to find patients with high illness, therefore developing models that can avoid jams at ETU. In this paper, a new ML technique, light GBM (LGBM), is implemented to increase the predictions rate based on data gathered from hospitals of Northern Ireland. In addition, the proposed model is compared to other ML models such as decision tree and gradient boosted machines (GBM). Test results indicate that LGBM is more efficient with an accuracy of 86.07%. Also, the time taken to produce future predictions by LGBM was 12 milliseconds, whereas decision tree and GBM took 16 milliseconds and 20 milliseconds, respectively.
工作场所很可能发生事故,这需要员工赶到医院接受紧急治疗。由于人口增加,治疗各种医疗病例导致在紧急治疗单位(etu)等待的时间更长。究其原因,主要是救护车的分化、人员的减少和管理的减少。一种减少交通工具拥挤的方法是应用现代技术。机器学习(ML)是用来寻找重病患者的,因此开发可以避免在ETU堵塞的模型。本文基于从北爱尔兰医院收集的数据,实现了一种新的机器学习技术,light GBM (LGBM),以提高预测率。此外,该模型还与决策树和梯度增强机器(GBM)等其他机器学习模型进行了比较。实验结果表明,LGBM算法的准确率为86.07%。此外,LGBM生成未来预测所需的时间为12毫秒,而决策树和GBM分别为16毫秒和20毫秒。
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引用次数: 1
Digital Intelligent Design of Avatar-Based Control With Application to Human Capital Management 基于avatar控制的数字智能设计及其在人力资本管理中的应用
IF 1.9 Q4 MANAGEMENT Pub Date : 2021-01-01 DOI: 10.4018/ijhcitp.2021010102
V. Mkrttchian, S. Chernyshenko
The article is devoted to modern digital technologies of management. A new approach to construct digital avatars has been proposed. It combines knowledge-based self-learning mechanisms and switching decision-making properties, based on using differential equations with special structure. As a main field of methodology's application, the field of human capital management has been considered. It is shown that the approach can essentially increase efficiency of HR activity. Some problems of using the method have been mentioned also. The article has mainly theoretical character, although practical aspects of the problem has been discussed.
这篇文章致力于现代数字管理技术。提出了一种构建数字虚拟形象的新方法。它结合了基于知识的自学习机制和基于特殊结构的微分方程的切换决策特性。人力资本管理领域作为方法论应用的主要领域,受到了广泛的关注。结果表明,该方法可以从根本上提高人力资源活动的效率。并对该方法应用中应注意的问题进行了讨论。这篇文章虽然讨论了问题的实际方面,但主要是理论性的。
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引用次数: 9
What Is Required to Be a Data Scientist?: Analyzing Job Descriptions With Centering Resonance Analysis 成为一名数据科学家需要什么?:用中心共振分析法分析职位描述
IF 1.9 Q4 MANAGEMENT Pub Date : 2020-10-01 DOI: 10.4018/ijhcitp.2020100102
Filipe Baumeister, M. Barbosa, R. R. Gomes
This study characterized required skills and competences for data specialist roles by analysing job advertisements for data scientists and other related professionals. It was performed using a content analysis technique named centring resonance analysis (CRA). With the support of this technique, demanded skills were grouped into categories that allow a better understanding of each role as well as differences and similarities among roles were observed and analysed. This study also summarized our findings in an orientation framework to classify six data specialists' roles according to business and technical skills as well as to experience and educational demands. Professional experience seems, in general, to be more valued than academic background. This work sheds light on better differentiating job roles related to data science, which could guide companies that recruit such specialists by better defining job requirements. For universities, these findings support the development of new analytics and data science programs.
本研究通过分析数据科学家和其他相关专业人员的招聘广告,描述了数据专家角色所需的技能和能力。采用一种名为中心共振分析(CRA)的含量分析技术进行分析。在这种技术的支持下,所要求的技能被分成不同的类别,以便更好地理解每个角色,并观察和分析角色之间的异同。本研究也将我们的研究结果总结在一个定位框架中,根据业务和技术技能以及经验和教育需求对六位数据专家的角色进行分类。总的来说,专业经验似乎比学术背景更有价值。这项工作揭示了更好地区分与数据科学相关的工作角色,这可以指导公司通过更好地定义工作要求来招聘这些专家。对于大学来说,这些发现支持了新的分析和数据科学项目的发展。
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引用次数: 13
Job Satisfaction and Motivation Study of Distinct Gender Perspective in IT Sector IT行业不同性别视角下的工作满意度与动机研究
IF 1.9 Q4 MANAGEMENT Pub Date : 2020-10-01 DOI: 10.4018/ijhcitp.2020100101
V. Sinha, S. Bhatt
Organizations function as social systems where human resources are the most vital factors for performance and success. They have realized the need for a motivated and diverse set of employees to achieve milestones at an accelerated pace. At the same time, women in the male-dominated information technology industry are perceived to face unique challenges and use distinct coping strategies affecting their motivation and retention. Both primary and secondary data was collected for the research work. Secondary data was collected from journals, newspapers, magazines on the subject and the internet sources. Primary data was collected from the IT professionals of both genders. The primary instrument for data collection was a survey through structured questionnaire (see Appendix). The method used in the study was random sampling. Collected data was processed, analyzed, and interpreted to draw the valid inferences. Gender perspectives on motivating factors, changes in HR policies for IT professionals, strategy and tactics are suggested to address the situation.
组织作为社会系统运行,其中人力资源是绩效和成功的最重要因素。他们已经意识到,需要一支积极进取、多元化的员工队伍来加快实现里程碑式的目标。同时,在男性占主导地位的信息技术产业中,人们认为妇女面临着独特的挑战,并使用不同的应对策略影响她们的动机和留任。本研究收集了第一手资料和第二手资料。次要数据是从有关该主题的期刊、报纸、杂志和互联网资源中收集的。主要数据是从男女IT专业人员中收集的。数据收集的主要手段是通过结构化问卷调查(见附录)。本研究采用随机抽样方法。对收集到的数据进行处理、分析和解释,得出有效的推论。针对这一情况,本文提出了从性别角度看待激励因素、改变IT专业人员的人力资源政策、策略和策略。
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引用次数: 2
A Perspective on Work-Life Balance and Its Determinants 工作与生活平衡及其决定因素的视角
IF 1.9 Q4 MANAGEMENT Pub Date : 2020-10-01 DOI: 10.4018/ijhcitp.2020100103
Sonali Bhattacharya, N. Neelam, K. Rajagopal
With a changing demography and social structure, the work life balance (WLB) is a major concern felt by employees of most organizations. This study has attempted to have relook at the constructs of work-life balance from the perspectives of banking and information technology employees with various household structures. The present study develops a multidimensional work-life balance scale to measure existing levels of work-life balance. The scale considers work-life balance as a multidimensional second order construct comprising workplace inclusion, family support, employee benefit, time management, coworker relationship, and supervisor-subordinate relationship. The study reveals not only indicators of organizational family work culture, but also personal characteristics such as time management and familial support determine work-life balance. However, no significant difference was perceived in the work life balance was found between employees with different family structures and between the two sectors considered under the study. Also, there was no significant difference in perception of work life- balance between knowledge workers from IT and banking sectors.
随着人口结构和社会结构的变化,工作与生活的平衡(WLB)是大多数组织的员工所关注的主要问题。本研究试图从不同家庭结构的银行和信息技术员工的角度重新审视工作与生活平衡的构建。本研究开发了一个多维的工作与生活平衡量表来衡量工作与生活平衡的现有水平。该量表认为工作与生活平衡是一个多维度的二阶结构,包括工作场所包容、家庭支持、员工福利、时间管理、同事关系和上下级关系。研究发现,决定工作与生活平衡的不仅是组织家庭工作文化的指标,还有时间管理和家庭支持等个人特征。然而,不同家庭结构的员工在工作与生活的平衡上并无显著差异。此外,IT和银行业知识型员工对工作生活平衡的认知也没有显著差异。
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引用次数: 2
The Role of the Human Capital in the Corruption-Economic Growth Nexus: A VECM Approach to the Case of Tunisia 人力资本在腐败-经济增长关系中的作用:突尼斯案例的VECM方法
IF 1.9 Q4 MANAGEMENT Pub Date : 2020-10-01 DOI: 10.4018/ijhcitp.2020100104
T. Chokri, E. Anis
This article examines the corruption effects on economic growth in Tunisia during the period 1987 to 2016. The model used in this study is an extension of Solow's model by defining corruption in the field of technical progress. In order to delineate the role of the human capital in corruption, the study sets out to estimate the model firstly in the absence and in the presence of human capital. One outstanding result of VECM estimations is that, in the long run, the human capital plays a key role in the increase of the effect of the total corruption and the decrease in the effect of the growth of the population without effecting a change in the physical capital. In the short term, human capital allows to transform the negative effect of the delayed variable output into a positive one. It also increased the effect of total corruption and made the effect of physical capital positive.
本文考察了1987年至2016年期间突尼斯腐败对经济增长的影响。本研究使用的模型是对索洛模型的扩展,通过定义技术进步领域的腐败。为了描述人力资本在腐败中的作用,本研究首先在缺乏和存在人力资本的情况下对模型进行了估计。VECM估计的一个突出结果是,从长远来看,人力资本在不影响物质资本变化的情况下,对总腐败效应的增强和人口增长效应的减弱起着关键作用。在短期内,人力资本允许将延迟变量产出的负面影响转化为积极影响。它还增加了总腐败的效应,使物质资本的效应为正。
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引用次数: 0
Human Resource Information System Adoption and Implementation Factors: A Theoretical Analysis 人力资源信息系统采用与实施因素:理论分析
IF 1.9 Q4 MANAGEMENT Pub Date : 2020-10-01 DOI: 10.4018/ijhcitp.2020100105
Sonalee Srivastava, Badri Bajaj, S. Dev
Inthemodernera,humanresourcemanagementisaccompaniedbytheinformationsystemwhich isinstrumentalinmanaginghumanresourceprocesses.Inthecurrentcompetitiveandchallenging environment,organizationalsuccessdependsonitseffectiveandefficienthumanresource.Human resourcealongwithITprofessionalscancreateanenvironmentinanorganizationforsuccessful adoptionofhumanresourceinformationsystems.Whileconsideringitasakeyfactorinmodern enterprisemanagement,itsburgeoninginteresthasledtothefoundationofthisarticle.Thestudyis todelvedeepintotheliteratureandtoexplorethefactorsresponsibleforhumanresourceinformation systemadoptionand to identify thebarriers in its implementationand toprovidesuggestions to overcomethesebarriers.Thefindingsrevealthatthefactorsofhumanresourceinformationsystem mentionedinliteratureareimportant.Thesefactorsshouldbetakenintoconsiderationwhileadopting HumanResourceInformationSystembyintegratingTechnology-Organization-Environment(TOE) frameworkwithHuman-Organization-Technology(HOT)framework.
Inthemodernera,humanresourcemanagementisaccompaniedbytheinformationsystemwhich isinstrumentalinmanaginghumanresourceprocesses。Inthecurrentcompetitiveandchallenging环境,organizationalsuccessdependsonitseffectiveandefficienthumanresource。Human resourcealongwithITprofessionalscancreateanenvironmentinanorganizationforsuccessful adoptionofhumanresourceinformationsystems。Whileconsideringitasakeyfactorinmodern enterprisemanagement,itsburgeoninginteresthasledtothefoundationofthisarticle。Thestudyis todelvedeepintotheliteratureandtoexplorethefactorsresponsibleforhumanresourceinformation systemadoptionand to identify_ thebarriers in > its_ implementationand toprovidesuggestions to > overcomethesebarriers。Thefindingsrevealthatthefactorsofhumanresourceinformationsystem mentionedinliteratureareimportant。Thesefactorsshouldbetakenintoconsiderationwhileadopting HumanResourceInformationSystembyintegratingTechnology-Organization-Environment(TOE) frameworkwithHuman-Organization-Technology(HOT)framework.
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引用次数: 2
I Am More Committed to My Profession Than to My Organization: Professional Commitment and Perceived Organizational Support in Turnover 我更忠于我的职业而不是我的组织:职业承诺与人员流动中的组织支持感知
IF 1.9 Q4 MANAGEMENT Pub Date : 2020-07-01 DOI: 10.4018/ijhcitp.2020070103
Mufitha Mohamed Buhari, Chen-Chen Yong, Su Teng Lee
Given its knowledge centred nature, retaining key talents is essential for any IT organization. Inability to do so reflects a failure in employee-organization relationship. Since IT professionals possess unique workplace behaviours, it is presumed that they leave organizations as more committed to the profession. Thus, the study aimed to investigate the influence of professional commitment and perceived organizational support on IT professionals' turnover intention. Data was analysed using a structural equation model. A sample of 96 software engineers revealed that professional commitment negatively influences turnover intention while its effect is partially mediated by job satisfaction. Surprisingly, unlike for other employees, for IT professionals, perceived organizational support had no influence on turnover intention: instead stimulated job satisfaction. Similarly, professional commitment stimulates job satisfaction. Job satisfaction negatively influenced the turnover intention. Gender showed no moderating effect on the relationship between job satisfaction and turnover intention while career stage moderated the relationship. The comparison between the findings of professional commitment and perceived organizational support directs IT firms to re-visit presumptions about IT professionals and to re-assess what is meant by organizational support to IT professionals. Since gender had no effect on the job satisfaction-turnover intention relationship, both male and female IT professionals must be acknowledged for their equal professionalism in the industry. IT companies must take initiatives to retain talented early career staged IT professional who have proven to easily leave their organizations compared to others. Such efforts can be integrated to professional commitment and job satisfaction.
鉴于其以知识为中心的性质,保留关键人才对任何IT组织都是必不可少的。做不到这一点反映了员工与组织关系的失败。由于IT专业人员拥有独特的工作场所行为,因此可以假定他们离开组织时会更加致力于该专业。因此,本研究旨在探讨专业承诺和组织支持感知对IT专业人员离职倾向的影响。数据分析采用结构方程模型。通过对96名软件工程师的调查,发现职业承诺对离职倾向有负向影响,而工作满意度对离职倾向有部分中介作用。令人惊讶的是,与其他员工不同的是,对于IT专业人员来说,感知到的组织支持对离职倾向没有影响,反而刺激了工作满意度。同样,职业承诺也会刺激工作满意度。工作满意度对离职倾向有负向影响。性别对工作满意度与离职倾向的关系无调节作用,而职业阶段对离职倾向有调节作用。专业承诺和感知组织支持之间的比较结果指导IT公司重新审视对IT专业人员的假设,并重新评估组织对IT专业人员的支持意味着什么。由于性别对工作满意度-离职倾向关系没有影响,因此必须承认男性和女性IT专业人员在行业中的专业程度是平等的。IT公司必须采取主动措施,以留住有才华的早期职业生涯阶段的IT专业人员,这些专业人员已被证明比其他人更容易离开他们的组织。这些努力可以与专业承诺和工作满意度相结合。
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引用次数: 7
Impact of Employer Branding on Employee Engagement in BPO Sector in India With the Mediating Effect of Person-Organisation Fit 印度BPO行业雇主品牌对员工敬业度的影响:个人与组织契合度的中介效应
IF 1.9 Q4 MANAGEMENT Pub Date : 2020-07-01 DOI: 10.4018/ijhcitp.2020070104
Poonam Chawla
With human capital emerging as a sustainable source of strategic advantage organisations are focusing on developing employee value propositions which consistently engage their workforce so that they can proactively contribute towards the achievement of organisational goals. This research investigates the impact of employer branding strategy (a mechanism used by organisations to engage competent talent) on employee engagement whilst simultaneously measuring the mediating effect of person-organization (P-O) fit. The study analyses a sample of 296 employees working in the BPO sector (offshore call centres) in India. The proposed model is tested with the help of structural equation modelling. The findings of the research highlight that employer branding has an affirmative relationship with P-O fit and employee engagement. The findings also reveal that P-O effect has a partial mediating effect on the relationship between employer branding and employee engagement. It can be deduced that employer branding is a comprehensive strategy which can be used by employers to engage employees. Thus, in a global economy where a talented workforce is scarce and has plenty of choices available to them, firms can use employer branding as a strategic opportunity to enhance employee engagement.
随着人力资本成为战略优势的可持续来源,组织正专注于发展员工价值主张,以始终如一地吸引员工,使他们能够主动为实现组织目标做出贡献。本研究探讨了雇主品牌策略(组织用来吸引有能力的人才的一种机制)对员工敬业度的影响,同时测量了个人-组织(P-O)契合度的中介效应。该研究分析了296名在印度BPO部门(离岸呼叫中心)工作的员工。利用结构方程模型对模型进行了验证。研究结果表明,雇主品牌与企业组织契合度和员工敬业度存在正相关关系。研究结果还表明,P-O效应对雇主品牌与员工敬业度之间的关系具有部分中介作用。由此可以推断,雇主品牌是雇主用来吸引员工的一种综合策略。因此,在全球经济中,有才能的劳动力是稀缺的,他们有很多选择,公司可以利用雇主品牌作为提高员工敬业度的战略机会。
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引用次数: 9
期刊
International Journal of Human Capital and Information Technology Professionals
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