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Role of supply chain management in improving competitive advantage of Indonesian small and medium enterprises 供应链管理在提高印度尼西亚中小企业竞争优势方面的作用
Pub Date : 2024-07-01 DOI: 10.21511/ppm.22(2).2024.54
H. Siagian, Sautma Ronni Basana, Zeplin Jiwa Husada Tarigan, Maya Novitasari, Ferry Jie
Global competition has forced companies, including small and medium enterprises (SMEs), to improve their competitive advantage. Supply chain management practices are the ways to improve the competitive advantage, particularly in the global competition context. However, there is still doubt SMEs can compete globally, considering they face limited resources, skilled workforce, and business networks. Therefore, this study aims to examine the influence of supply chain management practices, covering cross-functional integration, partnership, responsiveness, and resilience. Moreover, this study has examined which practices dominate in improving competitive advantage. The quantitative study involved 445 SMEs located in East Java, Indonesia. The respondents are supervisors or higher levels and work in departments related to supply chain management, as they can provide the relevant information and possess complete knowledge of management practices. The data were collected via a questionnaire designed with a five-point Likert scale. The responses were analyzed using SmartPLS software 4.0. The results show that cross-function integration improves supply chain partnership, responsiveness, and resilience (β = 0.705, 0.382, 0.324; t-value = 25.177, 6.697, 5.783). Supply chain partnerships affect supply chain responsiveness, resilience, and competitive advantage (β = 0.327, 0.257, 0.249; t-value = 5.933, 4.536, 5.651). Moreover, supply chain responsiveness improves supply chain resilience and competitive advantage (β = 0.285, 0.106; t-value = 5.690, 2.099). Supply chain resilience improves competitive advantage (β = 0.435 and t-value = 8.987). SMEs can enhance their competitive advantage by integrating their internal cross-functional integration and adopting supply chain partnership, responsiveness, and resilience.Acknowledgments The authors would like to thank DIKTI 2023 and Research and Community Outreach Petra Christian University for providing the grant to fund this research.
全球竞争迫使包括中小型企业(SME)在内的公司提高竞争优势。供应链管理实践是提高竞争优势的途径,尤其是在全球竞争背景下。然而,考虑到中小型企业面临着资源、熟练劳动力和商业网络有限的问题,它们能否在全球竞争中立于不败之地仍是一个疑问。因此,本研究旨在探讨供应链管理实践的影响,包括跨职能整合、伙伴关系、响应能力和应变能力。此外,本研究还探讨了哪些做法在提高竞争优势方面占主导地位。这项定量研究涉及印度尼西亚东爪哇的 445 家中小企业。受访者为主管或更高级别人员,在与供应链管理相关的部门工作,因为他们可以提供相关信息,并对管理实践有全面的了解。数据是通过设计的李克特五点量表问卷收集的。使用 SmartPLS 4.0 软件对回答进行了分析。结果表明,跨职能整合提高了供应链伙伴关系、响应能力和应变能力(β = 0.705、0.382、0.324;t 值 = 25.177、6.697、5.783)。供应链伙伴关系影响供应链响应能力、复原力和竞争优势(β = 0.327,0.257,0.249;t 值 = 5.933,4.536,5.651)。此外,供应链响应性提高了供应链复原力和竞争优势(β = 0.285,0.106;t 值 = 5.690,2.099)。供应链弹性可提高竞争优势(β = 0.435,t 值 = 8.987)。中小企业可以通过内部跨职能整合以及采用供应链伙伴关系、响应能力和应变能力来提高竞争优势。 鸣谢 作者感谢 DIKTI 2023 和佩特拉基督教大学研究与社区外联部为本研究提供资助。
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引用次数: 0
Analysis of employment factors for university graduates in Kazakhstan 哈萨克斯坦大学毕业生就业因素分析
Pub Date : 2024-07-01 DOI: 10.21511/ppm.22(2).2024.53
Aigerim Sekerbayeva, S. Tamenova, Bulent Tarman, D. Razakova, Z. Satpayeva
Having a university degree provides only a slight advantage over those without higher education, making other factors crucial in determining a graduate’s employment prospects. This study aims to analyze the factors that affect the employment of university graduates and define opportunities for public administration and university management in Kazakhstan. A logistic regression model based on primary data was used to examine the impact of the availability of practical experience and jobs in their specialty, social connections, technology development, and entrepreneurship on the likelihood of employment. The survey was conducted in 2022 and involved 300 graduates of the 2020–2021 academic year from all regions of Kazakhstan. Findings show that personal connections (F3) and technology and entrepreneurship (F4) positively impact graduates’ job prospects. However, lack of experience (F1) and the limited number of job offers (F2) reduce employment likelihood. If a graduate responds with 3 points for F1, 7 for F2, 7 for F3, and 1 for F4, they are less likely to secure a job in their specialty within a year of graduation. The main practical value of this study is that university career centers can use this model to predict the likelihood of graduates being employed. Providing a sophisticated online platform and different analytics-driven career services, open access to administrative data on the labor market, and new programs for students’ job experience and entrepreneurship will prepare university graduates for a dynamic labor market and reduce the mismatch between education and employment needs.
与未接受过高等教育的人相比,拥有大学学位仅具有微弱的优势,因此其他因素对决定毕业生的就业前景至关重要。本研究旨在分析影响大学毕业生就业的因素,并确定哈萨克斯坦公共行政和大学管理的机会。研究采用了基于原始数据的逻辑回归模型,以检验实践经验和专业工作岗位的可获得性、社会关系、技术发展和创业精神对就业可能性的影响。调查于 2022 年进行,涉及来自哈萨克斯坦各地区的 300 名 2020-2021 学年毕业生。调查结果显示,人脉关系(F3)和技术与创业精神(F4)对毕业生的就业前景有积极影响。然而,缺乏经验(F1)和工作机会有限(F2)降低了就业可能性。如果毕业生对 F1 的回答为 3 分,对 F2 的回答为 7 分,对 F3 的回答为 7 分,对 F4 的回答为 1 分,那么他们在毕业一年内找到本专业工作的可能性就会降低。这项研究的主要实用价值在于,大学就业中心可以利用这一模型来预测毕业生就业的可能性。提供先进的在线平台和不同的分析驱动的就业服务,开放劳动力市场的管理数据,以及针对学生就业经验和创业的新项目,将为大学毕业生适应动态的劳动力市场做好准备,并减少教育与就业需求之间的不匹配。
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引用次数: 0
Effectiveness of reforms to eliminate obstacles in the development of sustainable energy in different countries of the world 世界各国消除可持续能源发展障碍的改革成效
Pub Date : 2024-07-01 DOI: 10.21511/ppm.22(3).2024.01
Olena Dobrovolska, Knut Schmidtke, Julia Krause, Olena Matukhno, Arne Cierjacks
The development of strategy and tactics for reforms in the energy industry involves the identification of benchmark countries whose experience can form the basis of a quantitative assessment of the main targets of the reforms. The basis for such decisions can be the results of the integrated assessment of energy reforms in the EU countries for 2010–2021. This study aims to cluster these countries according to the integral indicator and determine specific directions in which the respective country needs to make progress in moving to another cluster. Thus, based on a linear model, the Fishburn formula, and variance analysis, 10 energy development indicators were combined into a single indicator that characterizes the effectiveness of energy reforms (for example, in 2021, it was the highest in Austria (0.612), Germany (0.644), and France (0.620); the lowest – in Latvia (0.383) and Croatia (0.369)). Based on this indicator, countries were clustered using the k-means method. Four clusters were formed: representatives of the highest first (Austria, Germany, France, Spain, Sweden, and Luxembourg) are strategic benchmarks for all EU countries, and representatives of other clusters are tactical benchmarks for countries from lower clusters. The average values of all 10 indicators of energy development were calculated. Their low values are a sign that this direction should be a priority when carrying out reforms, and their quantitative estimates can be used as specific targets when setting strategic and tactical tasks (transition to a higher cluster or achieving average values in one’s cluster).AcknowledgmentThe research was funded by a Fellowship agreement for a research fellowship in the framework of the 11th funding round within the Philipp Schwartz Initiative of the Alexander von Humboldt Foundation.
制定能源行业改革的战略和策略需要确定基准国家,这些国家的经验可以作为对改革的主要目标进行量化评估的基础。欧盟国家 2010-2021 年能源改革综合评估的结果可以作为此类决策的基础。本研究旨在根据综合指标对这些国家进行分组,并确定各自国家在进入另一分组时需要取得进展的具体方向。因此,根据线性模型、菲什伯恩公式和方差分析,将 10 个能源发展指标合并为一个单一指标,以描述能源改革的有效性(例如,2021 年,该指标在奥地利(0.612)、德国(0.644)和法国(0.620)最高;在拉脱维亚(0.383)和克罗地亚(0.369)最低)。根据这一指标,使用 k-means 方法对各国进行了分组。形成了四个聚类:最高的第一个聚类(奥地利、德国、法国、西班牙、瑞典和卢森堡)的代表是所有欧盟国家的战略基准,其他聚类的代表是较低聚类国家的战术基准。我们计算了所有 10 个能源发展指标的平均值。这些指标的低值表明,在进行改革时应优先考虑这一方向,而在制定战略和战术任务(向更高集群过渡或实现本集群的平均值)时,可将其量化估计值作为具体目标。
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引用次数: 0
Driving remote team success through knowledge management practices in the Jordanian high-tech industry 通过约旦高科技产业的知识管理实践推动远程团队取得成功
Pub Date : 2024-07-01 DOI: 10.21511/ppm.22(2).2024.55
Fayrouz Abousweilem
This study aims to investigate the influence of remote work on team effectiveness in high-tech enterprises in Jordan, specifically focusing on knowledge management as a mediator. The study utilized a quantitative research design, with 254 participants actively participating in remote work settings across high-tech firms in Jordan. The sample was chosen based on the participants’ personal experiences with remote work arrangements, which provide valuable insights into the interplay between remote working conditions and team dynamics. The paper designed a structured questionnaire to elicit responses from employees about the variables under investigation. The survey data were analyzed using SmartPLS4 to validate the theoretical framework and research hypotheses. The results show a significant positive relationship between remote work and team effectiveness, as well as an improvement in knowledge management practices under telework conditions. Knowledge management practices refer to communicative activities regarding the systematic collection, organization, sharing, and application of knowledge resources. The importance of effective knowledge management practices is realized in remote settings, primarily through increased team efficiency and productivity. These results are statistically significant (p = 0.000), which stresses the importance of effective remote teamwork with regard to knowledge management.
本研究旨在探讨约旦高科技企业中远程工作对团队效率的影响,特别关注知识管理这一中介因素。本研究采用定量研究设计,254 名参与者积极参与了约旦高科技企业的远程工作环境。样本的选择基于参与者在远程工作安排方面的个人经历,这些经历为了解远程工作条件与团队动力之间的相互作用提供了宝贵的见解。本文设计了一份结构化问卷,以征求员工对调查变量的回答。调查数据使用 SmartPLS4 进行分析,以验证理论框架和研究假设。结果显示,远程工作与团队效率之间存在明显的正相关关系,远程工作条件下的知识管理实践也有所改善。知识管理实践是指有关系统收集、组织、共享和应用知识资源的交流活动。有效的知识管理实践在远程环境中的重要性主要通过提高团队效率和生产力来体现。这些结果具有统计学意义(p = 0.000),强调了有效的远程团队合作在知识管理方面的重要性。
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引用次数: 0
Gender diversity and financial performance in executive positions in German companies 德国企业高管职位的性别多样性与财务业绩
Pub Date : 2024-06-12 DOI: 10.21511/ppm.22(2).2024.44
Felix Roessle, Carolin Fleischmann, Kathrin Roessle
An underrepresentation of women in executive positions has persisted for decades. This paper aims to analyze the financial impact of women in executive positions in German companies by examining the economic value added and exploring the effects of Environmental, Social, and Governance (ESG) factors and female supervisory board members on female board members. The results indicate that in the 200 largest German companies, the share of female executives increased between 2018 and 2022. Regardless of industry, female executives started at very low levels at around 4% in 2018; in 2022, this figure reached around 11%. Thereby, the financial sector showed the highest share of female executives at around 14% in 2022, and the industrial sector at around 9%. A closer look reveals that large companies have higher shares of female executives than smaller companies. Large companies show an average of 17% compared to small ones, and in 2022, only 8%. There is a positive correlation between the share of female supervisory board members and female executives, arguing that female supervisory board members seem to hire more female executives. Companies with more female executives tend to have lower ESG controversy scores, and companies with more female executives, measured by the economic value added, perform better financially than companies with few or no women. Companies with female executives show about 2 percentage points higher economic value added than those with the lowest share of females (no or few female executives). Thus, it seems that female executives matter and make a difference in companies.
几十年来,担任高管职位的女性人数一直不足。本文旨在通过研究经济附加值,探讨环境、社会和治理(ESG)因素以及女性监事会成员对女性董事会成员的影响,分析女性担任德国公司高管职位的财务影响。结果表明,在德国最大的 200 家公司中,女性高管的比例在 2018 年至 2022 年间有所增加。无论在哪个行业,女性高管的起点都很低,2018 年约为 4%;到 2022 年,这一数字达到约 11%。因此,金融行业的女性高管比例最高,2022 年约为 14%,工业行业约为 9%。仔细观察可以发现,大公司的女性高管比例高于小公司。与小公司相比,大公司的平均比例为 17%,而 2022 年仅为 8%。女性监事会成员的比例与女性高管之间存在正相关,这表明女性监事会成员似乎会聘用更多的女性高管。女性高管较多的公司往往在环境、社会和治理方面的争议得分较低,以经济附加值衡量,女性高管较多的公司在财务方面的表现要好于女性较少或没有女性高管的公司。有女性高管的公司的经济增加值比女性比例最低(没有或只有少数女性高管)的公司高出约 2 个百分点。由此看来,女性高管在公司中很重要,并能发挥作用。
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引用次数: 0
The mediating role of organizational climate for human resources management strategies and competitive advantage in Jordanian commercial banks 组织氛围对约旦商业银行人力资源管理战略和竞争优势的中介作用
Pub Date : 2024-06-07 DOI: 10.21511/ppm.22(2).2024.43
Zaid Megdad, Dilber Caglar Onbasioglu
This study aims to examine the impact of human resource management strategies on gaining a competitive advantage in Jordanian commercial banks. Human resource strategies can help organizations achieve their goals by attracting and retaining skilled workers who contribute to the organization’s competitive advantage. A competitive environment requires effective human resource strategies. Thus, the study utilizes a descriptive analysis approach to analyze the data and test the hypotheses through SPSS and PLS-SEM-4. The study population comprises 13 banks, and the sample includes all employees of human resources departments. A total of 411 respondents joined a comprehensive survey, and 405 questionnaires were deemed valid. The findings reveal that human resource management strategies have a positive impact on competitive advantage (p = 0.000) and organizational climate (p = 0.000); organizational climate positively affects competitive advantage (p < 0.001). Furthermore, the study shows an indirect relationship between human resource management strategies and competitive advantage through organizational climate (p < 0.001).
本研究旨在探讨人力资源管理战略对约旦商业银行获得竞争优势的影响。人力资源战略可以通过吸引和留住有助于提高组织竞争优势的熟练工人,帮助组织实现其目标。竞争环境需要有效的人力资源战略。因此,本研究采用描述性分析方法分析数据,并通过 SPSS 和 PLS-SEM-4 检验假设。研究对象包括 13 家银行,样本包括人力资源部门的所有员工。共有 411 名受访者参加了综合调查,其中 405 份问卷被认为有效。研究结果显示,人力资源管理战略对竞争优势(p = 0.000)和组织氛围(p = 0.000)有积极影响;组织氛围对竞争优势(p <0.001)有积极影响。此外,研究还表明,人力资源管理战略与竞争优势之间通过组织氛围存在间接关系(p <0.001)。
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引用次数: 0
Supporting management decisions for M&A transactions based on the strategic allocation of intangible assets 根据无形资产的战略分配为并购交易的管理决策提供支持
Pub Date : 2024-06-07 DOI: 10.21511/ppm.22(2).2024.42
Giuseppe Sorrentino, Mario Situm, Yuliia Serpeninova, M. Tumpach, Z. Juhászová
In the context of mergers and acquisitions (M&A), management decisions regarding asset allocation play a key role in determining the strategic value of intangible assets. This study investigates the allocation of such assets, particularly goodwill, in relation to enterprise value on balance sheets across global M&A transactions within the B2C sector from 2000 to 2021. Utilizing data from the Markables database, which includes 543 transactions, this study presents robust and quantile regression analyses to effectively address challenges arising from non-normally distributed data. The findings underscore a significant correlation between the strategic allocation of intangible assets, especially goodwill, and enterprise value, highlighting their essential role in reflecting future earning potential and growth prospects. Additionally, the study reveals specific factors, including transaction type (asset vs. share deals) and timing (transaction year), that influence these asset allocation decisions. These insights are critical for enhancing management decisions in valuation and strategic financial planning during M&A. By elucidating these dynamics, this paper significantly contributes to the literature on management accounting and corporate finance, offering a granular understanding of the valuation of intangible assets in business combinations.Acknowledgment This study emerged from a cooperative project between the University of Applied Sciences Kufstein (Austria) and the University of Economics in Bratislava (Slovakia) 2023-05-15-003 “Enhancing long-term business value towards environmentally and socially sustainable economy,” which was funded by the performance committee of the Austria-Slovakia Action initiative.
在并购(M&A)的背景下,有关资产分配的管理决策在决定无形资产的战略价值方面发挥着关键作用。本研究调查了 2000 年至 2021 年全球 B2C 行业并购交易中资产负债表上与企业价值相关的资产分配情况,尤其是商誉。本研究利用 Markables 数据库(其中包括 543 项交易)中的数据,提出了稳健的量化回归分析,以有效解决非正态分布数据带来的挑战。研究结果强调了无形资产(尤其是商誉)的战略分配与企业价值之间的显著相关性,突出了无形资产在反映未来盈利潜力和增长前景方面的重要作用。此外,研究还揭示了影响这些资产配置决策的具体因素,包括交易类型(资产交易与股份交易)和时机(交易年份)。这些见解对于在并购过程中加强估值和战略财务规划方面的管理决策至关重要。通过阐明这些动态变化,本文对管理会计和公司财务方面的文献做出了重要贡献,提供了对企业合并中无形资产估值的细化理解。 鸣谢 本研究源于库夫施泰因应用科学大学(奥地利)与布拉迪斯拉发经济大学(斯洛伐克)的合作项目 2023-05-15-003 "提升长期商业价值,实现环境和社会可持续经济",该项目由奥地利-斯洛伐克行动倡议绩效委员会资助。
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引用次数: 0
Challenges and opportunities in the development of micro, small, and medium-sized enterprises (MSMEs) in Central and West Asia 中亚和西亚微型、小型和中型企业(MSMEs)发展的挑战与机遇
Pub Date : 2024-06-06 DOI: 10.21511/ppm.22(2).2024.41
Leyla Huseynova
The study aims to analyze the impact of challenges and opportunities related to corruption, regulatory barriers to doing business, innovativeness of the business environment, and development of institutions and policies that ensure economic prosperity on the development of MSMEs in Central-Western Asia countries. The paper chooses seven Central-West Asian countries using Asian Development Bank statistics for 2010–2021. Based on eleven indicators of the Asian Development Bank (the absolute values and dynamics of the number of MSMEs, their employees, their contribution to GDP, financing by banks and non-banking financial institutions) and factor analysis, the composite indicator of MSMEs’ development was calculated. The highest levels of the composite indicator in 2021 were observed for Kazakhstan (1.248), Uzbekistan (1.120), and Azerbaijan (1.043), and the lowest values for the Kyrgyz Republic (0.676). Employing a panel regression analysis with time-fixed effects (for all countries), connections between composite indicators of MSMEs’ development and the Corruption Perceptions Index, Ease of Doing Business Index, Global Competitiveness Index, and Global Innovation Index were explored. The greatest impact was in 2019 – with an increase in the Corruption Perceptions Index by one unit (the higher it is, the less corruption is considered by experts), the MSME development indicator increased by 0.26 units. With an increase in the Ease of Doing Business, Global Competitiveness, and Global Innovation Indices by one unit (growth indicates deterioration of the country’s rating position), the composite indicator of MSMEs’ development decreases by 0.68, 0.69, and 0.67 units, respectively.
本研究旨在分析与腐败、经商的监管障碍、商业环境的创新性以及确保经济繁荣的机构和政策发展有关的挑战和机遇对中亚-西亚国家中小微企业发展的影响。本文利用亚洲开发银行 2010-2021 年的统计数据,选择了七个中西亚国家。根据亚洲开发银行的 11 项指标(中小微企业数量的绝对值和动态变化、从业人员、对 GDP 的贡献、银行和非银行金融机构的融资情况)和因子分析,计算出中小微企业发展的综合指标。2021 年综合指标最高的是哈萨克斯坦(1.248)、乌兹别克斯坦(1.120)和阿塞拜疆(1.043),最低的是吉尔吉斯斯坦共和国(0.676)。利用时间固定效应的面板回归分析(适用于所有国家),探讨了中小微企业发展综合指标与清廉指数、营商便利指数、全球竞争力指数和全球创新指数之间的联系。影响最大的是 2019 年--随着清廉指数增加一个单位(越高,专家认为腐败越少),中小微企业发展指标增加了 0.26 个单位。随着 "营商便利度指数"、"全球竞争力指数 "和 "全球创新指数 "上升一个单位(上升表示国家评级状况恶化),中小微企业发展综合指标分别下降 0.68、0.69 和 0.67 个单位。
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引用次数: 0
Governmental management of social housing as an element of state social policy: Bibliometric analysis 政府对社会住房的管理是国家社会政策的组成部分:文献计量分析
Pub Date : 2024-06-04 DOI: 10.21511/ppm.22(2).2024.39
F. Mammadova, Nargiz Fatahova, Shaban Mammadov, Ruslan Gasimov, Shukur Aliyev
Social housing for socially vulnerable segments of the population is a significant component of governmental social policy, as it is directly linked to demographic and migration processes, socially vulnerable groups and people with special needs, poverty alleviation, social integration, and community development. The study conducts a bibliometric analysis (using VOSviewer tools) of the scientific literature on social housing policy and management. The study filtered more than 6,000 research papers indexed in the Scopus database from 1983 to 2024. The purpose was to structure the global scientific knowledge on governmental management of social housing as an element of the state’s social policy, focusing on the following directions. The first is the evolution of scientific thought. The analysis revealed a rapid growth in scientific interest starting from 1991; the earliest articles were published in the United Kingdom, Netherlands, and the United States, while scholars from Spain, Mexico, and Italy joined after 2020. The second is the complexity or conversely – concentration of research networks. The top five countries by the number of works are the United Kingdom, Australia, the Netherlands, Italy, and the United States; the most powerful research schools are in the Netherlands, Australia, and the United Kingdom; the most extensive scientific connections are held by the Netherlands, the United States, the United Kingdom, Italy, and France. The third is the content-thematic orientation of the research. The paper identified the predominance of works from social sciences; social housing issues are most frequently studied in connection with public health and inequality issues.
为社会弱势群体提供社会住房是政府社会政策的重要组成部分,因为它与人口和移民进程、社会弱势群体和有特殊需求的人群、减贫、社会融合和社区发展直接相关。本研究对有关社会住房政策和管理的科学文献进行了文献计量分析(使用 VOSviewer 工具)。研究筛选了 Scopus 数据库中索引的 6000 多篇研究论文,时间跨度从 1983 年到 2024 年。研究的目的是构建关于政府管理社会住房这一国家社会政策要素的全球科学知识体系,重点关注以下几个方向。首先是科学思想的演变。分析表明,从 1991 年开始,科学兴趣迅速增长;最早的文章发表在英国、荷兰和美国,而西班牙、墨西哥和意大利的学者则在 2020 年之后加入进来。其次是研究网络的复杂性或反过来说--集中性。著作数量排名前五位的国家分别是英国、澳大利亚、荷兰、意大利和美国;最强大的研究学院在荷兰、澳大利亚和英国;拥有最广泛科学联系的国家分别是荷兰、美国、英国、意大利和法国。第三是研究内容的主题导向。论文指出,社会科学作品占主导地位;社会住房问题最常与公共卫生和不平等问题联系在一起研究。
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引用次数: 0
Role of artificial intelligence for strengthening human resource system via mediation of technology competence 人工智能在通过技术能力中介加强人力资源系统方面的作用
Pub Date : 2024-06-04 DOI: 10.21511/ppm.22(2).2024.40
Sura Al-Ayed
This study aims to investigate the relationships between artificial intelligence in human resources (HR), technology competence, and HR system strength within organizations. Employing a cross-sectional methodology, survey data were collected from 272 employees working in HR departments in the private sector of Saudi Arabia. Partial least squares structural equation modeling was utilized for analysis to evaluate these relationships. The results indicate a significant positive relationship between artificial intelligence in HR and both technology competence (β = 0.444, p < 0.001) and HR system strength (β = 0.539, p < 0.001). Additionally, there is a positive impact of technology competence on HR system strength (β = 0.272, p = 0.021). These findings underscore the importance of investing in AI technologies and enhancing employees’ technological skills to improve HR system effectiveness. Furthermore, the study emphasizes the necessity for organizations to prioritize agility and adaptability in HR strategies while addressing ethical and social considerations surrounding AI in HR practices. Moreover, the study elucidates the role of artificial intelligence in fostering innovation and sustainability within HR practices, contributing to organizational resilience and competitiveness.AcknowledgmentThe author extends her appreciation to the Arab Open University for funding this work through Research Fund No. (AOUKSA-524008).
本研究旨在调查人力资源(HR)中的人工智能、技术能力和组织内人力资源系统实力之间的关系。研究采用横截面方法,从沙特阿拉伯私营部门人力资源部门的 272 名员工中收集了调查数据。利用偏最小二乘法结构方程模型进行分析,以评估这些关系。结果表明,人力资源中的人工智能与技术能力(β = 0.444,p < 0.001)和人力资源系统强度(β = 0.539,p < 0.001)之间存在明显的正相关关系。此外,技术能力对人力资源系统强度也有积极影响(β = 0.272,p = 0.021)。这些发现强调了投资人工智能技术和提高员工技术能力对提高人力资源系统有效性的重要性。此外,本研究还强调,组织有必要在人力资源战略中优先考虑敏捷性和适应性,同时在人力资源实践中解决与人工智能相关的道德和社会问题。此外,本研究还阐明了人工智能在人力资源实践中促进创新和可持续发展的作用,有助于提高组织的复原力和竞争力。 鸣谢作者感谢阿拉伯开放大学通过研究基金号(AOUKSA-524008)资助本研究工作。
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