Human systems management最新文献_第5页

Risk prediction of enterprise human resource management based on deep learning 基于深度学习的企业人力资源管理风险预测

IF 2.3

Human systems management Pub Date : 2023-09-02 DOI: 10.3233/hsm-230064

Min Ding, Hao Wu

{"title":"Risk prediction of enterprise human resource management based on deep learning","authors":"Min Ding, Hao Wu","doi":"10.3233/hsm-230064","DOIUrl":"https://doi.org/10.3233/hsm-230064","url":null,"abstract":"BACKGROUND: The efficiency and accuracy of risk prediction in traditional enterprise human resource management (HRM) cannot meet practical needs. In response to this deficiency, this study proposes an enterprise HRM risk intelligent prediction model based on deep learning. METHODS: Two tasks were completed in this study. First, based on the existing research results and the current status of enterprise HRM, the HRM risk assessment system is constructed and streamlined. Second, for the defects of Back Propagation Neural Network (BPNN) model, Seagull Optimization Algorithm (SOA) is used to optimize it. The Whale Optimization Algorithm (WOA) is introduced to promote the SOA for its weak global search capability and its tendency to converge prematurely. RESULTS: By simplifying the HR risk assessment system and optimizing the BPNN using the SOA algorithm, an intelligent HRM risk prediction model based on the ISOA-BPNN was constructed. The results show that the error value of the ISOA-BPNN model is 0.02, the loss value is 0.50, the F1 value is 95.7%, the recall value is 94.9%, the MSE value is 0.31, the MAE value is 8.4, and the accuracy is 99.53%, both of which are superior to the other two models. CONCLUSIONS: In summary, the study of the HRM risk intelligent prediction model constructed based on ISOA-BPNN has high accuracy and efficiency, which can effectively achieve HRM risk intelligent prediction and has positive significance for enterprise development.","PeriodicalId":13113,"journal":{"name":"Human systems management","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42164883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Tourism management in financial crisis and industry 4.0 effects: Managers traits for technology adoption in reshaping, and reinventing human management systems 金融危机和工业4.0影响下的旅游管理:在重塑和重塑人类管理系统中采用技术的管理者特征

IF 2.3

Human systems management Pub Date : 2023-08-19 DOI: 10.3233/hsm-230067

Jaffar Abbas, S. Rehman, Osama Aldereai, K. Al-Sulaiti, Syed Ale Raza Shah

{"title":"Tourism management in financial crisis and industry 4.0 effects: Managers traits for technology adoption in reshaping, and reinventing human management systems","authors":"Jaffar Abbas, S. Rehman, Osama Aldereai, K. Al-Sulaiti, Syed Ale Raza Shah","doi":"10.3233/hsm-230067","DOIUrl":"https://doi.org/10.3233/hsm-230067","url":null,"abstract":"BACKGROUND: The literature paid diminutive attention to quantifying the relationship between tourism, industry 4.0, technology adoption, and managers’ personality traits. This study represents recruitment managers’ reactions to adopting social media recruiting technology in securitizing an appropriate candidate amongst a pool of applicants and how technology affects financial crisis. OBJECTIVE: We explored the understanding of how managers’ personality influence adoption and acceptance of social media networking websites. It caters to technology outcomes for organizations adopting faster technologies and designing their working environment under the protocols of industry 4.0. Such innovative organizations need to develop managers’ personality traits to produce smart employees, clients, and other users who can help bridge this gap between intelligent people and smart products offered by advanced applications of IT for tourism. METHODS: We processed 406 managers’ data for analysis. RESULTS: Managers’ personality traits, except agreeableness, significantly impact the intention to adopt the technology. Technology acceptance fulfills technology outcomes, adding to the theoretical and practical body of knowledge. CONCLUSION: Dependency on technology adoption and utilization in the tourism sector is based on the willingness and innovativeness of the recruiters. The outcomes of technology acceptance in the recruitment processes; are minimized cost, reduced time, and quality recruits.","PeriodicalId":13113,"journal":{"name":"Human systems management","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45694448","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Human management control systems on construction firms amidst COVID-19 新冠疫情下建设企业人力管理控制系统

IF 2.3

Human systems management Pub Date : 2023-08-09 DOI: 10.3233/hsm-230021

Milton Soto-Ferrari, Odette Chams-Anturi

{"title":"Human management control systems on construction firms amidst COVID-19","authors":"Milton Soto-Ferrari, Odette Chams-Anturi","doi":"10.3233/hsm-230021","DOIUrl":"https://doi.org/10.3233/hsm-230021","url":null,"abstract":"BACKGROUND: The COVID-19 pandemic continues to endure in the construction industry. While many businesses worldwide have adapted to working from home or home-based offices, this is impractical in this sector as building activity is conducted on-site, which creates difficulties for employees in adapting to the post-pandemic setting. OBJECTIVE: This article analyzes how the pandemic has changed and affected construction firms’ human management control systems dimensions. We addressed, amidst the pandemic, how work is being performed and its effects on employees and businesses. METHODS: In this analytical research, we used chain referral sampling to perform an in-depth interview study with top administrators of different construction firms in Colombia, and we used inferential statistics for our data analysis. RESULTS: Results showed potential sources of low efficiency and minimal control of resources, including lack of communication with employees, lack of recognition systems, centralized decision-making, and disconnection between business objectives and financial requirements. CONCLUSIONS: Construction firms must ensure workers understand the project goals adequately and be empowered to make on-site decisions provided a training program is offered. Organizations ought to connect their strategic business goals with financial requirements; these must be regularly updated and modified as the economic and labor force scenario evolves.","PeriodicalId":13113,"journal":{"name":"Human systems management","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45345045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The intercultural communication competence improvement for pre-service CSL teachers: A blended learning method based on SVVR 职前对外汉语教师跨文化交际能力提升:基于SVVR的混合式学习方法

IF 2.3

Human systems management Pub Date : 2023-08-09 DOI: 10.3233/hsm-230060

Yan Zhang, De Xu, Tianyu Wang, Kewei Yang, Xinyifeng Yao, Mingshuang Cheng, Dongmin Ge

{"title":"The intercultural communication competence improvement for pre-service CSL teachers: A blended learning method based on SVVR","authors":"Yan Zhang, De Xu, Tianyu Wang, Kewei Yang, Xinyifeng Yao, Mingshuang Cheng, Dongmin Ge","doi":"10.3233/hsm-230060","DOIUrl":"https://doi.org/10.3233/hsm-230060","url":null,"abstract":"BACKGROUND: With the growing global influence of new coronary pneumonia and an increasing number of successful education case, spherical video-based virtual reality (SVVR) has arisen as an application for effective integration with teaching and learning. OBJECTIVE: This is a mixed-methods study on SVVR-based training for pre-service CSL teachers to more effectively develop their cross-cultural communication and interaction abilities. METHODS: An experimental strategy was adopted in this work. First, the processing of VR technology for designed TVET courses, including practical training courses, had been completed; The second experiment was a group experiment of one month; Finally, the hypotheses were tested by an independent sample t-test. RESULTS: Based on experiment data of the learners, this study build a multi-modal hybrid training and recognition model and confirm hybrid approach effectively improves the intercultural communication abilities of pre-service CSL teachers. CONCLUSIONS: The findings of this study confirm that information technology plays an important role in pre-service CSL teacher training, and teachers should incorporate more information technology, design more hands-on interactive activities and scenarios, and take into account the individual differences of learners in the teaching process. Several policy proposals are offered to ensure that ICT is better integrated into classroom instruction.","PeriodicalId":13113,"journal":{"name":"Human systems management","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-08-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43761933","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Strategic information planning and performance of SMEs: A structural equation modelling approach 中小企业的战略信息规划与绩效:结构方程建模方法

IF 2.3

Human systems management Pub Date : 2023-07-27 DOI: 10.3233/hsm-230044

Kadri S. Al_Shukri

{"title":"Strategic information planning and performance of SMEs: A structural equation modelling approach","authors":"Kadri S. Al_Shukri","doi":"10.3233/hsm-230044","DOIUrl":"https://doi.org/10.3233/hsm-230044","url":null,"abstract":"BACKGROUND: The business environment is getting unstable due to which execution of decision support systems has become significant to maintain competitive advantage. Small and medium enterprises in particular confront issues, such as insufficiency of devising strategic planning, strategic decision-making, and information exchange, as well as difficulty increasing performance. Because functional strategic management and decision-making are required, strategic information systems planning is employed to accumulate information and assist decision-makers in developing and implementing the best strategy for gaining superior performance. Executives in information systems focus on technical difficulties while ignoring decisions to support strategic plans. OBJECTIVE: The purpose of this article is to investigate how strategic information systems planning contributes to increased performance in SMEs. METHODS: Data was gathered through questionnaires distributed to information system executives in SMEs, primarily in Jordan. The data was collected with the help of questionnaires adopted from prior studies. For Analysis after applying the diagnostic tests, structural equation modelling has been applied to test the framework developed based on the literature. RESULTS: A structural equation modeling (SEM) was conducted, the individual loadings of the SEM items are investigated, reliability and discriminant validity is tested, and path coefficients of hypothesized relationships of the developed model are tested. CONCLUSIONS: The findings suggested that managers should prioritize implementing strategic information systems planning so that they can gain superior performance with better agility in the future. This research not only enhances the current understanding of the significance of strategic information systems planning but also assists supervisors to improve the procedure.","PeriodicalId":13113,"journal":{"name":"Human systems management","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45134365","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Intersections of organizational citizenship behaviors and counterproductive work behaviors: Empirical evidence of moral licensing and cleansing theories 组织公民行为和反生产行为的交叉点:道德许可和净化理论的经验证据

IF 2.3

Human systems management Pub Date : 2023-07-27 DOI: 10.3233/hsm-230020

Dominique Peyrat-Guillard, A. Glińska-Neweś, A. Lis, Joanna Górka, D. Szostek

{"title":"Intersections of organizational citizenship behaviors and counterproductive work behaviors: Empirical evidence of moral licensing and cleansing theories","authors":"Dominique Peyrat-Guillard, A. Glińska-Neweś, A. Lis, Joanna Górka, D. Szostek","doi":"10.3233/hsm-230020","DOIUrl":"https://doi.org/10.3233/hsm-230020","url":null,"abstract":"BACKGROUND: Our research offers an empirically supported contribution regarding the co-occurrence of Organizational Citizenship Behaviors (OCBs) and Counterproductive Work Behaviors (CWBs). Traditionally, OCBs and CWBs are considered to be mutually exclusive types of organizational behaviors. However, the same employee may engage in both behaviors, as explained by the moral licensing and cleaning theories. OBJECTIVE: The aim of the paper is to validate that the moral licensing theory (which posits that one may feel authorized to behave badly due to previous positive behaviors) and the moral cleansing theory (which posits feelings of guilt for previous negative behaviors) stand behind the paradox of an individual member of an organization engaging in both OCBs and CWBs. METHODS: The analysis is based on the findings from a questionnaire survey conducted on a sample of employees of local government units in Poland (N = 736). RESULTS: Our results show the positive relations between moral licensing and CWBs (the Abuse and Withdrawal dimensions) and between moral cleansing and OCBs (the Altruistic dimension), thus providing empirical evidence of both theories in an organizational context. CONCLUSIONS: Our findings suggest complex relationships between positive and negative behaviors depending on whether employees feel authorized or not to compensate for positive behaviors or feel a moral obligation to repair for negative ones.","PeriodicalId":13113,"journal":{"name":"Human systems management","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44342842","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Job insecurity in COVID-19: A longitudinal study COVID-19中的工作不安全感:一项纵向研究

IF 2.3

Human systems management Pub Date : 2023-07-17 DOI: 10.3233/hsm-230033

Shuaib Ahmed Soomro, Akhtiar Ali, Agha Amad Nabi, Suhaib Ahmed

{"title":"Job insecurity in COVID-19: A longitudinal study","authors":"Shuaib Ahmed Soomro, Akhtiar Ali, Agha Amad Nabi, Suhaib Ahmed","doi":"10.3233/hsm-230033","DOIUrl":"https://doi.org/10.3233/hsm-230033","url":null,"abstract":"BACKGROUND: Due to the COVID-19 pandemic, many employees lost their jobs. At the same time, millions of individuals have been forced to relocate because of a “new normal, “ which requires them to work from home offices. Working from home poses difficulties for employees whose employers do not provide appropriate support to their home workplaces. Hence, it significantly affected employee performance and organizations. OBJECTIVE: This study utilizes stress theories to evaluate perceived job insecurity and perceived employability during COVID-19. The research examined perceived job insecurity and the resulting work stress, which led to adverse work outcomes. METHODS: The authors collected information from two multinational corporations and gathered longitudinal data in two waves. The authors used hierarchical regression for our data analysis. RESULTS: The findings indicated a substantial positive relationship between perceived job insecurity and work stress. Job insecurity in working environment has also increased, adversely affecting employee productivity. It follows from the moderated mediation analysis that perceived employability significantly impacts indirectly on work stress and outcomes. CONCLUSION: This study expands our knowledge and adds to the literature on workplace stress theories regarding COVID-19.","PeriodicalId":13113,"journal":{"name":"Human systems management","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47129250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Bridging the gaps in decision making under uncertainty 在不确定的情况下弥补决策上的差距

IF 2.3

Human systems management Pub Date : 2023-07-08 DOI: 10.3233/hsm-239003

R. Pal, Ying Sun, Ping Wang

引用次数: 0

Uses and gratifications of social networking use: Associations with social capital and subjective well-being 社交网络使用的使用和满足:与社会资本和主观幸福感的关联

IF 2.3

Human systems management Pub Date : 2023-07-08 DOI: 10.3233/hsm-220132

Ella Mittal, T. Rani

{"title":"Uses and gratifications of social networking use: Associations with social capital and subjective well-being","authors":"Ella Mittal, T. Rani","doi":"10.3233/hsm-220132","DOIUrl":"https://doi.org/10.3233/hsm-220132","url":null,"abstract":"BACKGROUND: In recent years, social media has surged in popularity and affected every facet of people’s lives from the office environment to leisure time by transforming their lifestyles and influencing well-being. OBJECTIVE: The purpose of this study is to investigate the impact of social networking usage on the subjective well-being of users by first determining the key gratifications that motivate them to use social networking sites by applying the uses and gratification theory, and then focusing on psychological outcomes such as social capital that affect their subjective well-being. METHOD: The data were collected from 400 students of reputed universities in North India by adopting a judgemental sampling technique. RESULTS: Results indicated that key gratifications such as entertainment, tension release, personal integration, information seeking, emotional connection and socialization played a significant role in social networking usage. Moreover, social networking usage had a significant impact on bonding social capital, bridging social capital and subjective wellbeing. Furthermore, results showed that bonding social capital, and bridging social capital could significantly mediate the relationship between social networking usage and subjective well-being. CONCLUSIONS: Social networking usage has the potential to promote social capital and subjective well-being by addressing the fundamental needs of users in life.","PeriodicalId":13113,"journal":{"name":"Human systems management","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49238986","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Designing a talent management model in Mobarakeh Steel Company Mobarakeh钢铁公司人才管理模式设计

IF 2.3

Human systems management Pub Date : 2023-07-06 DOI: 10.3233/hsm-220179

Nahal Salamayian, Ali Shaemi Barzoki, Ali Nasr Isfahani

{"title":"Designing a talent management model in Mobarakeh Steel Company","authors":"Nahal Salamayian, Ali Shaemi Barzoki, Ali Nasr Isfahani","doi":"10.3233/hsm-220179","DOIUrl":"https://doi.org/10.3233/hsm-220179","url":null,"abstract":"OBJECTIVE: The present study aimed to provide a talent management model for Mobarakeh Steel Company (MSC). METHODS: The research method in this study is a mixed method including qualitative and quantitative methods. Qualitative data were collected through interviews with experts and informants and then analyzed by grounded theory. Then, quantitative data were collected from employees and managers and analyzed by Partial Least Square (PLS) analysis. Finally, an interpretation and conclusion were made. In the qualitative section, the research community consists of 15 managers and experts of MSC. In the quantitative section, 300 managers and experts were selected as a sample, and questionnaires were distributed and analyzed. RESULTS: The results of the interview analysis extracted 86 concepts, which were classified into 5 categories including causal conditions, central phenomena, contextual factors, strategies, and consequences. The results of the qualitative section show that causal conditions had a significant effect on the central phenomenon (with a coefficient of 0.89). In addition, the effect of the differentiation of susceptible manpower on contextual factors (with a coefficient of 0.82) was confirmed. Contextual factors have a significant effect on strategies (with a coefficient of 0.93). The results also show that the intervening factors (with a coefficient of 0.74) have a significant effect on the strategies and the talent management process (with a coefficient of 0.92) also has a significant effect on the consequences. CONCLUSIONS: The results provide insights and practical suggestions for managers who decide to design human resource system with a talent management approach. Additionally, the findings of this research help managers to better understand the factors that have an impact on talent management.","PeriodicalId":13113,"journal":{"name":"Human systems management","volume":null,"pages":null},"PeriodicalIF":2.3,"publicationDate":"2023-07-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46788633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0