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International Journal of Work Innovation最新文献

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Impact of job crafting on employee performance in banking sector: the art of working from home during COVID-19 pandemic 银行业工作制定对员工绩效的影响:COVID-19大流行期间在家工作的艺术
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.1504/ijwi.2023.10059812
Muneer Mohammed Saeed Al Mubarak, Isa Abdulla Mustafa
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引用次数: 0
Effects of teleworkers' perceptions of superiors' power and trust on their working behaviour: an application of the slippery slope model 远程工作者对上级权力和信任的感知对其工作行为的影响:滑坡模型的应用
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.1504/ijwi.2023.10053927
Christa Walenta, Manuel Brugger, Ingrid Wahl
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引用次数: 0
How business ethics reshape family firms 商业道德如何重塑家族企业
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.1504/ijwi.2023.10054562
Hajer Jarrar, Jean-François Verdié, Randa Fares
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引用次数: 0
The mediating role of environmental values on green entrepreneurial intention factors: an empirical study from higher education students 环境价值观对绿色创业意愿因素的中介作用:来自高等教育学生的实证研究
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.1504/ijwi.2023.10057525
M. Mishra, Vaishali Sharma
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引用次数: 0
Machine learning approaches to sentiment analysis in online social networks 在线社交网络情感分析的机器学习方法
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.1504/ijwi.2023.128860
Chandrakant Mallick, Sarojananda Mishra, Parimal Kumar Giri, Bijay Kumar Paikaray
The online social network presents the quantitative measure of the psychological behaviour of individuals and helps to analyse the generic standpoint of social or political issues. As the field of research in text mining, it follows a computational approach to determine the opinions, sentiments, and subjectivity of text and other expressions. Moreover, the majority of approaches try to model the syntactic information of words without considering sentiment. The present study gives a brief narration of different machine learning (ML) models used for sentiment analysis and also proposes an efficient modular approach to give precise accuracy in validating and testing the Twitter data. The objective is to solve the problems through evaluation and comparison of different methods based on accuracy and training time. The proposed model achieves an accuracy of 88.37% with minimum possible training time. Simulation study states an effective way in which dataset may be thoroughly analysed and implemented with a focus on further validation of sentiment dataset to make tweet sentiment analysis more accurate.
在线社交网络提供了对个人心理行为的定量测量,并有助于分析社会或政治问题的一般立场。作为文本挖掘的研究领域,它遵循一种计算方法来确定文本和其他表达的观点、情感和主观性。此外,大多数方法都试图在不考虑情感的情况下对单词的句法信息进行建模。本研究简要介绍了用于情感分析的不同机器学习(ML)模型,并提出了一种有效的模块化方法,以在验证和测试Twitter数据时提供精确的准确性。目标是通过基于准确率和训练时间的不同方法的评估和比较来解决问题。该模型在最短的训练时间内达到了88.37%的准确率。仿真研究提出了一种有效的方法,可以对数据集进行彻底的分析和实现,重点是对情绪数据集的进一步验证,使tweet情绪分析更加准确。
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引用次数: 2
Fostering innovative work behaviour in Indian IT firms: the mediating influence of employee psychological capital in the context of transformational leadership 在印度IT公司培养创新工作行为:员工心理资本在变革型领导背景下的中介影响
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.1504/ijwi.2023.10060325
Rajasekhar David, Siji Joseph, N. Akbar Jan, A.K. Subramani
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引用次数: 0
The mediating role of environmental values on green entrepreneurial intention factors: an empirical study from higher education students 环境价值观对绿色创业意愿因素的中介作用:来自高等教育学生的实证研究
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.1504/ijwi.2023.133304
Manoj Kumar Mishra, Vaishali Sharma
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引用次数: 0
Leveraging business experience and knowledge to boost entrepreneurial achievement 利用商业经验和知识促进创业成就
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.1504/ijwi.2023.10055469
Richard Beainy, Jean-François Verdié, Ruba Younes Mhanna, Nathalie Chaanine
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引用次数: 0
Assessment of changes in the online labour market in the context of the COVID-19 pandemic: comparison of the dynamics of rural and urban participation 评估2019冠状病毒病大流行背景下在线劳动力市场的变化:农村和城市参与动态的比较
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.1504/ijwi.2023.128859
Natalja V. Polujanova, Sergey N. Yashin, Ekaterina V. Sazanova, Sergey V. Ponomarev, Maria E. Konovalova, Gulnaz F. Galieva
The digital platforms provide rural and small-town residents with access to quality education and a variety of other services, as well as open opportunities for remote job search and the implementation of professional skills. These processes should increase the role of small towns and villages in the formation of the country's online economy, including during the COVID-19 pandemic. The purpose of the article is to compare the participation of residents of large cities and the rest of the Russian population in the field of online work, as well as to compare their skill level. The authors found that residents of small towns and rural areas of Russia are less active in the online labour market. The level of their qualifications is also relatively low. The conclusions were obtained based on the analysis of search queries on the subject of freelancing originating from these localities.
数字平台为农村和小城镇居民提供优质教育和各种其他服务,以及远程求职和专业技能实施的开放机会。这些进程应增强小城镇和村庄在国家在线经济形成中的作用,包括在2019冠状病毒病大流行期间。本文的目的是比较大城市居民和其他俄罗斯人口在在线工作领域的参与情况,以及比较他们的技能水平。作者发现,俄罗斯小城镇和农村地区的居民在在线劳动力市场上不太活跃。他们的资质水平也相对较低。这些结论是基于对来自这些地区的自由职业主题的搜索查询的分析得出的。
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引用次数: 1
Does entrepreneurship education affect the choice between entrepreneurial and employee logic: a case study of Tunisian students 创业教育是否会影响创业逻辑和雇员逻辑的选择:突尼斯学生的案例研究
Q4 Social Sciences Pub Date : 2023-01-01 DOI: 10.1504/ijwi.2023.132123
Mohamed Fitouri
This study aims to investigate how entrepreneurship education influences students' intentional decision to choose a job based on entrepreneurial logic rather than salary thinking. The concept of planned behaviour will serve as the conceptual approach. Previous research has centred on determining the elements that influence entrepreneurial behaviour. This study also attempts to identify factors that affect the entrepreneurial intention, attitude, and behaviour of university students taking entrepreneurship courses. A survey was carried out among 240 final year students from business programs. Using IBM SPSS 22, the data were analysed using descriptive and ANOVA methods. According to the findings, all direct linkages were validated. Also, it was discovered that entrepreneurial education influences the choice between employee and entrepreneurial logic. The findings demonstrate how students' entrepreneurial behaviour, attitudes, and subjective norms are influenced by entrepreneurship courses while making decisions about their entrepreneurial careers. Hence, the present study has numerous theoretical, practical and research implications.
本研究旨在探讨创业教育如何影响学生基于创业逻辑而非薪酬思维的择业决策。计划行为的概念将作为概念性的方法。以前的研究集中于确定影响创业行为的因素。本研究也试图找出影响大学生创业意向、态度和行为的因素。这项调查是在240名商业专业的应届学生中进行的。采用IBM SPSS 22对数据进行描述性和方差分析。根据研究结果,所有的直接联系都得到了验证。研究还发现,创业教育会影响员工与创业逻辑的选择。研究结果表明,学生的创业行为、态度和主观规范是如何受到创业课程的影响的。因此,本研究具有许多理论、实践和研究意义。
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引用次数: 1
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International Journal of Work Innovation
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