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Impact of values on the continual intention of mobile health apps: a text mining perspective 价值观对移动医疗应用程序持续意向的影响:文本挖掘视角
Pub Date : 2024-07-26 DOI: 10.1108/gkmc-01-2024-0038
Saikiran Niduthavolu, Rajeev Airani
PurposeThis study aims to examine values derived from apps and their relationship with continual intention using reviews from the Google Play Store.Design/methodology/approachThis paper delves deep into the determinants of mobile health apps’ (MHAs) value offering (functional, social, epistemic, conditional and hedonic value) using automatic content analysis and text mining of user reviews. This paper obtained data from a sample of 45,019 MHA users who have posted reviews on the Google Play Store. This paper analyzed the data using text mining, ACA and regression techniques.FindingsThe findings show that values moderate the relationship between review length and ratings. This paper found that the higher the length, the lower the ratings and vice versa. This paper also demonstrated that the novelty and perceived reliability of the app are the two most essential constructs that drive user ratings of MHAs.Originality/valueThis is one of the first studies, to the best of the authors’ knowledge, that derives values (functional, social, epistemic, conditional and hedonic value) using text mining and explores the relationship with user ratings.
本文通过对用户评论进行自动内容分析和文本挖掘,深入研究了移动医疗应用程序(MHAs)提供价值(功能价值、社交价值、认识价值、条件价值和享乐价值)的决定因素。本文从谷歌应用商店(Google Play Store)上发布评论的 45,019 位移动医疗应用程序用户样本中获取数据。本文使用文本挖掘、ACA 和回归技术对数据进行了分析。研究结果研究结果表明,价值缓和了评论长度与评分之间的关系。本文发现,评论长度越长,评分越低,反之亦然。本文还表明,应用程序的新颖性和感知可靠性是驱动用户对 MHAs 进行评分的两个最基本的因素。原创性/价值据作者所知,这是第一批利用文本挖掘得出价值(功能价值、社会价值、认识价值、条件价值和享乐价值)并探讨其与用户评分之间关系的研究之一。
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引用次数: 0
Mapping the fintech revolution: how technology is transforming credit risk management 描绘金融科技革命:技术如何改变信贷风险管理
Pub Date : 2024-07-26 DOI: 10.1108/gkmc-12-2023-0492
Haitham Nobanee, N. Ellili, Dipanwita Chakraborty, H. Shanti
PurposeThis study aims to investigate the intersection of financial technology (fintech) and credit risk exploring the impact of fintech on credit risk within the banking and financial sector.Design/methodology/approachUsing a bibliometric analysis approach, this study comprehensively reviews existing literature to understand the evolving landscape of fintech and credit risk. Data were extracted from the Scopus database using a comprehensive query encompassing various fintech-related keywords and their synonyms.FindingsThis study pinpoints six research streams on fintech and credit risk, spanning credit risk management, risk-sharing, credit scoring, regulatory challenges, small business lending impact and consumer credit market influence. It also examines recent advancements like artificial intelligence, blockchain and big data analytics in managing risk obligations.Research limitations/implicationsWhile this study offers a comprehensive assessment, limitations include the ever-evolving nature of technology and potential biases in the retrieval process. Researchers should consider these factors when building on this study's findings.Practical implicationsThe findings have practical implications for financial institutions, policymakers and researchers, offering insights into the opportunities and challenges presented by fintech in credit risk management. This study highlights potential areas for the application of advanced technologies in risk assessment and mitigation.Social implicationsThis study underscores the transformative impact of fintech on financial services, emphasizing the potential for more inclusive access and improved risk management. It encourages further exploration of fintech's societal implications, including its role in small business lending and consumer credit markets.Originality/valueThis study contributes to the existing body of knowledge by conducting a thorough bibliometric review, surpassing previous analyses in scope. It encompasses an extensive set of keywords to ensure the comprehensive retrieval of relevant papers, providing a foundation for future research in the dynamic field of fintech and credit risk.
目的本研究旨在调查金融科技(fintech)与信用风险的交叉点,探索金融科技对银行和金融业信用风险的影响。设计/方法/途径本研究采用文献计量分析方法,全面回顾了现有文献,以了解金融科技与信用风险的演变情况。数据提取自 Scopus 数据库,使用了包含各种金融科技相关关键词及其同义词的综合查询。研究结果本研究指出了有关金融科技和信用风险的六个研究流,涵盖信用风险管理、风险分担、信用评分、监管挑战、小企业贷款影响和消费信贷市场影响。研究局限性/启示虽然本研究提供了全面的评估,但局限性包括技术的不断发展和检索过程中的潜在偏差。实际意义研究结果对金融机构、政策制定者和研究人员具有实际意义,有助于深入了解金融科技在信贷风险管理中带来的机遇和挑战。社会影响本研究强调了金融科技对金融服务的变革性影响,强调了金融科技在提高金融服务的包容性和改善风险管理方面的潜力。它鼓励进一步探讨金融科技的社会影响,包括其在小企业贷款和消费信贷市场中的作用。原创性/价值本研究通过进行全面的文献计量学回顾,在范围上超越了以往的分析,为现有知识体系做出了贡献。它包含了一套广泛的关键词,以确保全面检索相关论文,为未来在金融科技和信贷风险这一动态领域的研究奠定了基础。
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引用次数: 0
Unravelling late adolescents’ addiction to social media: a unified theory perspective 揭示晚期青少年沉迷社交媒体的原因:统一理论视角
Pub Date : 2024-07-25 DOI: 10.1108/gkmc-02-2024-0099
Christine Nya-Ling Tan, Muhammad Ashraf Fauzi
PurposeThis study aims to explore the intricate connections among late adolescents in Malaysia by considering their attachment patterns, attitudes towards technology acceptance, malevolent psychological and emotional traits and addiction to social media. This is achieved by integrating and refining the attachment theory (AT), the technology acceptance model (TAM) and the dark triad (DT) personality traits.Design/methodology/approachA total of 217 quantitative data were gathered from adolescents between 17 and 19 years of age. The data was analysed using partial least square structural equation modelling with established constructs, including TAM (perceived ease of use, perceived usefulness, attitude), DT traits (narcissism, Machiavellianism, psychopathy, fear of missing out), AT (attachment avoidance, attachment anxiety) and social media addiction.FindingsThe findings indicate that the perceived ease of use and usefulness are significantly positively related to attitude. Additionally, both attitude and FOMO were found to have a significant positive relationship with social media addiction. Notably, attachment anxiety was found to have a significant positive impact on FOMO, whereas attachment avoidance did not. Furthermore, among the dark triad traits, only narcissism showed a positive relationship with FOMO.Originality/valueThis study is novel because it integrates and expands unified theoretical perspectives to uncover the multifaceted factors contributing to late adolescents’ social media addiction. Moreover, introducing new concepts such as FOMO lays the groundwork for future research. Additionally, it proposes interventions that target specific vulnerabilities associated with attachment styles, technology acceptance and personality traits.
目的本研究旨在通过考虑马来西亚晚期青少年的依恋模式、对技术接受的态度、恶性心理和情感特征以及对社交媒体的沉迷,探索他们之间错综复杂的联系。这项研究通过整合和完善依恋理论(AT)、技术接受模型(TAM)和黑暗三合会人格特质(DT)来实现。采用偏最小二乘法结构方程模型对数据进行了分析,并建立了包括 TAM(感知易用性、感知有用性、态度)、DT 特质(自恋、马基雅维利主义、心理变态、害怕错过)、AT(依恋回避、依恋焦虑)和社交媒体成瘾在内的建构。此外,还发现态度和 FOMO 与社交媒体成瘾有明显的正相关。值得注意的是,依恋焦虑对 FOMO 有显著的正向影响,而依恋回避则没有。本研究的新颖之处在于,它整合并扩展了统一的理论视角,揭示了导致晚期青少年社交媒体成瘾的多方面因素。此外,研究还引入了 FOMO 等新概念,为今后的研究奠定了基础。此外,它还提出了针对与依恋方式、技术接受度和人格特质相关的特定脆弱性的干预措施。
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引用次数: 0
Impact of organizational politics on organizational performance: the mediating role of individual performance 组织政治对组织绩效的影响:个人绩效的中介作用
Pub Date : 2024-07-25 DOI: 10.1108/gkmc-10-2023-0392
Manaf Al-Okaily, Ali Tarhini, Ahmad Albloush, Malek Alharafsheh
PurposeThe purpose of this paper is to examine mediating role of individual performance between the association of organizational politics and organizational performance in Jordanian public sector.Design/methodology/approachThe partial least squares–structural equation modeling was conducted to test the suggested hypotheses.FindingsThe findings revealed that organizational performance is significantly and negatively influenced by organizational politics and positively influenced by individual performance. In addition, the results also revealed that individual performance is significantly and negatively influenced by organizational politics. Finally, the results show that individual performance has mediated the association between organizational politics and organizational performance, and hence last hypothesis was accepted.Originality/valueThe current study provides several recommendations to the decision-makers in the Jordanian public sector, including enhancing transparency and publishing policies and regulations in a general and easily accessible manner.
本文旨在研究约旦公共部门中个人绩效在组织政治与组织绩效之间的中介作用。研究结果研究结果表明,组织绩效受组织政治的显著负面影响,而个人绩效受组织政治的积极影响。此外,研究结果还显示,个人绩效受组织政治的影响较大,且呈负向影响。最后,研究结果表明,个人绩效对组织政治与组织绩效之间的关联起到了中介作用,因此最后一个假设被接受。原创性/价值本研究为约旦公共部门的决策者提供了若干建议,包括提高透明度以及以普遍且易于获取的方式公布政策和法规。
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引用次数: 0
Human resource management (HRM) practices and organizational commitment in higher educational institution (HEI): a mediating role for work engagement 高等教育机构(HEI)的人力资源管理(HRM)实践与组织承诺:工作投入的中介作用
Pub Date : 2024-07-25 DOI: 10.1108/gkmc-11-2023-0456
Shahbaz Sharif, S. A. Malik, Nimra Arooj, Omaima Munawar Albadry
PurposeThis study aims to investigate the effects of HRM practices on administrative and faculty members’ work engagement and organizational commitment at Minhaj University Lahore, Pakistan. The primary objectives of the research are to investigate how HRM practices – such as selection and recruitment, training and development, rewards and compensation, job security, employee, participation and performance appraisal, directly and indirectly, influence organizational commitment via work engagement.Design/methodology/approachThe study uses a quantitative research methodology using a survey questionnaire given to academic and administrative staff at Minhaj University Lahore. For descriptive statistics, SPSS was used, and Smart PLS 3.3.3 was used for structural equation modelling (SEM).FindingsThe results indicate that while selection and recruitment, rewards and compensation and job security do not show a significant direct impact, training and development, employee participation and performance appraisal significantly influence work engagement. Moreover, work engagement also influenced organizational commitment. In addition, work engagement significantly mediates the relationship between training and development, employee participation, performance appraisal and organizational commitment. However, selection and recruitment, rewards and compensation and job security do not show significant mediation effects.Practical implicationsTo enhance work engagement in Pakistani HEIs, focus on tailored training, active faculty participation, effective appraisals and competitive compensation while fostering a supportive environment and recognizing accomplishments to increase commitment and institutional performance.Originality/valueThis study emphasizes the importance of particular tactics catered to the regional academic context for institutional performance and sustainability, providing novel insights into enhancing work engagement and organizational commitment in Pakistani higher education.
目的 本研究旨在调查巴基斯坦拉合尔明哈吉大学的人力资源管理实践对行政人员和教职员工的工作投入和组织承诺的影响。研究的主要目的是调查人力资源管理实践(如选拔和招聘、培训和发展、奖励和报酬、工作保障、员工、参与和绩效评估)如何通过工作投入直接或间接地影响组织承诺。研究结果表明,虽然选拔和招聘、奖励和报酬以及工作保障没有显示出显著的直接影响,但培训和发展、员工参与以及绩效评估对工作投入有显著影响。此外,工作投入也会影响组织承诺。此外,工作投入在很大程度上调解了培训与发展、员工参与、绩效评估和组织承诺之间的关系。实践启示为了提高巴基斯坦高等教育机构的工作投入度,应重点关注有针对性的培训、教职员工的积极参与、有效的评估和有竞争力的薪酬,同时营造一个支持性的环境并认可成就,以提高工作投入度和机构绩效。
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引用次数: 0
How does green trust mediate the relationship between environmental concern and green brand knowledge during green purchases? 在绿色购买过程中,绿色信任如何调解环境关注与绿色品牌知识之间的关系?
Pub Date : 2024-07-25 DOI: 10.1108/gkmc-04-2024-0229
V. S, Nidhi Srivastava, Amit Mittal
PurposeThis paper aims to examine the influence of environmental concerns and consumers’ knowledge of green brands on their purchasing decisions of green products, utilising green trust as a mediator.Design/methodology/approachResponses from 383 Indian consumers were collected, which was analysed using descriptive and inferential statistics. The causal relationships between latent variables and mediating effect of green trust were investigated by performing Structural Equation modelling.FindingsGreen trust served as a crucial factor in mediating the relationship between environmental concern and green purchase decision. Trust in eco-friendly products significantly influenced the consumers’ decisions to make green purchases. The study further validated that environmental concern significantly influences individuals’ decisions to make green purchases.Research limitations/implicationsThe study employed a cross-sectional research design to elucidate the relationship among the factors. However, a longitudinal research design is recommended for further study to ascertain the actual purchase decision and evaluate the reliability of the results.Practical implicationsMarketers can use the study findings to understand consumer knowledge better and trust in green and sustainable products. The proposed model will support marketers and policymakers in developing appropriate marketing strategies as well as facilitate educating consumers about the nuances of green products and the habit of buying eco-friendly products.Originality/valueStudy’s novel contribution is mediation between environmental concern and green purchase decision through green trust.
目的 本文旨在利用绿色信任作为中介,研究环境问题和消费者对绿色品牌的了解对其购买绿色产品决策的影响。通过建立结构方程模型,研究了潜在变量之间的因果关系以及绿色信任的中介效应。研究结果绿色信任是中介环境问题与绿色购买决策之间关系的关键因素。对环保产品的信任极大地影响了消费者的绿色购买决策。研究局限/意义本研究采用了横断面研究设计来阐明各因素之间的关系。实际意义营销人员可以利用研究结果更好地了解消费者对绿色和可持续产品的认识和信任。所提出的模型将有助于营销人员和政策制定者制定适当的营销策略,并促进教育消费者了解绿色产品的细微差别和购买环保产品的习惯。
{"title":"How does green trust mediate the relationship between environmental concern and green brand knowledge during green purchases?","authors":"V. S, Nidhi Srivastava, Amit Mittal","doi":"10.1108/gkmc-04-2024-0229","DOIUrl":"https://doi.org/10.1108/gkmc-04-2024-0229","url":null,"abstract":"Purpose\u0000This paper aims to examine the influence of environmental concerns and consumers’ knowledge of green brands on their purchasing decisions of green products, utilising green trust as a mediator.\u0000\u0000Design/methodology/approach\u0000Responses from 383 Indian consumers were collected, which was analysed using descriptive and inferential statistics. The causal relationships between latent variables and mediating effect of green trust were investigated by performing Structural Equation modelling.\u0000\u0000Findings\u0000Green trust served as a crucial factor in mediating the relationship between environmental concern and green purchase decision. Trust in eco-friendly products significantly influenced the consumers’ decisions to make green purchases. The study further validated that environmental concern significantly influences individuals’ decisions to make green purchases.\u0000\u0000Research limitations/implications\u0000The study employed a cross-sectional research design to elucidate the relationship among the factors. However, a longitudinal research design is recommended for further study to ascertain the actual purchase decision and evaluate the reliability of the results.\u0000\u0000Practical implications\u0000Marketers can use the study findings to understand consumer knowledge better and trust in green and sustainable products. The proposed model will support marketers and policymakers in developing appropriate marketing strategies as well as facilitate educating consumers about the nuances of green products and the habit of buying eco-friendly products.\u0000\u0000Originality/value\u0000Study’s novel contribution is mediation between environmental concern and green purchase decision through green trust.\u0000","PeriodicalId":507843,"journal":{"name":"Global Knowledge, Memory and Communication","volume":"27 5","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141805160","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 mediating role of shareholders score in fostering environmental innovation through integrated reporting: insight from Japan 股东得分在通过综合报告促进环境创新方面的中介作用:日本的启示
Pub Date : 2024-07-24 DOI: 10.1108/gkmc-11-2023-0467
Kawther Dhifi, Karima Lajnef
PurposeThis study aims to investigate the relationship between integrated reporting, environmental innovation and the mediating effect of shareholder scores within the context of Japan.Design/methodology/approachSEM on panel data are used to study the impact of the role of shareholder scores in mediating the effect of integrated reporting on environmental innovation. This empirical study was based on a sample of 420 companies operating in Japan for the period spanning 2010 and 2022.FindingsDrawing upon empirical results, this research uncovers the pivotal role of the shareholder's score as a mediating factor in this relationship. A higher shareholder score signifies a governance structure that values shareholder input and fairness in treatment. Empowered shareholders leverage their influence to advocate for transparent reporting practices that encompass environmental considerations. Consequently, firms with elevated shareholder scores are more inclined toward environmental innovation, aligning their strategies with sustainability imperatives.Originality/valueThe findings contribute to understanding of how corporate governance mechanisms, particularly shareholder empowerment, interact with reporting practices to drive environmental initiatives, providing valuable implications for sustainable business practices globally.
设计/方法/途径采用面板数据的有限元模型,研究股东得分在综合报告对环境创新的中介作用中的影响。本实证研究以 2010 年至 2022 年期间在日本经营的 420 家公司为样本。研究结果根据实证结果,本研究揭示了股东评分作为中介因素在这一关系中的关键作用。股东得分越高,表明公司的治理结构越重视股东的意见和公平待遇。获得授权的股东可以利用自身的影响力,倡导包含环境因素的透明报告实践。因此,股东得分较高的公司更倾向于环境创新,使其战略与可持续发展的要求保持一致。原创性/价值研究结果有助于理解公司治理机制,特别是股东授权,如何与报告实践相互作用,推动环境倡议,为全球可持续商业实践提供有价值的启示。
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引用次数: 0
Mapping the open access publications of Indian non-profit organizations over the last 20 years based on OpenAlex insights 基于 OpenAlex 的洞察力,绘制过去 20 年印度非营利组织开放获取出版物的地图
Pub Date : 2024-07-23 DOI: 10.1108/gkmc-02-2024-0106
Rima Hazarika, Abhijit Roy, K.G. Sudhier
PurposeThis paper aims to present a comprehensive overview of open-access publications by Indian non-profit organizations over the past two decades. The study explores the growth, licensing patterns, citations, authorship patterns and other parameters to understand the scholarly output.Design/methodology/approachThe study involves data collection from OpenAlex scholarly catalog. Data analysis uses OpenRefine, a data carpentry tool, to examine and extract various aspects of scholarly output. A total of 89,149 scholarly outputs from 2004 to 2023 were analyzed using statistical and bibliometric methods.FindingsThe findings revealed a positive publication growth trend, with 57.74% open access. Gold OA dominates, with 69.61% of papers in 2023. Licensing patterns reveal that 63.75% of OA papers have licenses. Most papers have multiple authors, with 24.83% of over ten authors receiving 60.12% of citations. “Medknow” is the leading publisher, and “The Indian Journal of Ophthalmology” tops journals. Contributions from repositories like SSRN and PubMed are significant. The study also examines citation patterns across different OA types and identifies the top 30 research areas, emphasizing “Medicine” as the most prevalent.Practical implicationsThe identified trends and patterns offer valuable insights for policymakers, researchers and organizations to enhance accessibility and impact. This study stresses sustained efforts for transparency and democratization of knowledge in the non-profit sector.Originality/valueThis study filled a gap in existing research by focusing on Indian non-profits, highlighting their roles and impacts often overlooked in scholarly literature. This study provides insights into the growth of open-access publications and their implications in the non-profit sector.
目的本文旨在全面概述印度非营利组织在过去二十年中发表的开放存取出版物。研究探讨了增长、许可模式、引用、作者模式和其他参数,以了解学术成果。数据分析使用数据木工工具 OpenRefine 来检查和提取学术产出的各个方面。使用统计和文献计量学方法分析了 2004 年至 2023 年期间共计 89 149 项学术产出。黄金 OA 占主导地位,2023 年占论文总数的 69.61%。授权模式显示,63.75%的开放获取论文拥有授权。大多数论文都有多个作者,24.83%的论文有十位以上作者,引用率为 60.12%。"Medknow "是领先的出版商,"The Indian Journal of Ophthalmology "在期刊中名列前茅。SSRN 和 PubMed 等资源库的贡献也很大。这项研究还考察了不同 OA 类型的引用模式,并确定了前 30 个研究领域,强调 "医学 "是最普遍的领域。本研究强调了非营利部门为实现知识透明化和民主化所做的不懈努力。原创性/价值本研究填补了现有研究的空白,重点关注印度非营利组织,强调了学术文献中经常忽略的它们的作用和影响。本研究深入探讨了开放获取出版物的增长及其对非营利部门的影响。
{"title":"Mapping the open access publications of Indian non-profit organizations over the last 20 years based on OpenAlex insights","authors":"Rima Hazarika, Abhijit Roy, K.G. Sudhier","doi":"10.1108/gkmc-02-2024-0106","DOIUrl":"https://doi.org/10.1108/gkmc-02-2024-0106","url":null,"abstract":"Purpose\u0000This paper aims to present a comprehensive overview of open-access publications by Indian non-profit organizations over the past two decades. The study explores the growth, licensing patterns, citations, authorship patterns and other parameters to understand the scholarly output.\u0000\u0000Design/methodology/approach\u0000The study involves data collection from OpenAlex scholarly catalog. Data analysis uses OpenRefine, a data carpentry tool, to examine and extract various aspects of scholarly output. A total of 89,149 scholarly outputs from 2004 to 2023 were analyzed using statistical and bibliometric methods.\u0000\u0000Findings\u0000The findings revealed a positive publication growth trend, with 57.74% open access. Gold OA dominates, with 69.61% of papers in 2023. Licensing patterns reveal that 63.75% of OA papers have licenses. Most papers have multiple authors, with 24.83% of over ten authors receiving 60.12% of citations. “Medknow” is the leading publisher, and “The Indian Journal of Ophthalmology” tops journals. Contributions from repositories like SSRN and PubMed are significant. The study also examines citation patterns across different OA types and identifies the top 30 research areas, emphasizing “Medicine” as the most prevalent.\u0000\u0000Practical implications\u0000The identified trends and patterns offer valuable insights for policymakers, researchers and organizations to enhance accessibility and impact. This study stresses sustained efforts for transparency and democratization of knowledge in the non-profit sector.\u0000\u0000Originality/value\u0000This study filled a gap in existing research by focusing on Indian non-profits, highlighting their roles and impacts often overlooked in scholarly literature. This study provides insights into the growth of open-access publications and their implications in the non-profit sector.\u0000","PeriodicalId":507843,"journal":{"name":"Global Knowledge, Memory and Communication","volume":"137 25","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141810909","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
Identifying librarians’ readiness to leverage artificial intelligence for sustainable competence development and smart library services: an empirical investigation from universities’ librarians 确定图书馆员利用人工智能促进可持续能力发展和智能图书馆服务的准备情况:对大学图书馆员的实证调查
Pub Date : 2024-07-23 DOI: 10.1108/gkmc-02-2024-0107
Khurram Shahzad, S. A. Khan, Abid Iqbal
PurposeThis study aims to identify the librarians’ readiness to leverage artificial intelligence for sustainable competence development and smart library services.Design/methodology/approachThis study used a quantitative research design for addressing the objectives. The population consisted of librarians from the public and private sector universities of Pakistan. The data were analyzed by using Smart PLS software.FindingsThe analysis consisted of two major parts: first the assessment of measurement model and second the structural equation modeling analysis. A significant positive impact of AI adoption was found on the implementation smart library services. Findings revealed that behavioral intention motivated librarians to adopt AI tools in university libraries for the delivery of smart library services.Research limitations/implicationsWe applied quantitative method to carry out the study while future authors may conduct a systematic literature review on the same topic for offering a broader outlook.Practical implicationsIt has provided practical contributions by providing a baseline for management bodies to construct policies for the successful adoption of AI in libraries for sustainable competence development of practicing librarians and implementation of smart library services.Social implicationsThe study has social implications too as AI integrated library services prove fruitful for society and digitally skilled librarians play a vital role for the promotion of reading and research culture in society.Originality/valueTo the best of the authors’ knowledge, this is the first study on librarians’ readiness to leverage artificial intelligence for the enhancement of digital literacy skills, sustainable competence development and smart library services in the context of Pakistan.
目的 本研究旨在确定图书馆员是否准备好利用人工智能促进可持续能力发展和智能图书馆服务。研究对象包括巴基斯坦公立和私立大学的图书馆员。研究结果分析包括两大部分:第一部分是测量模型评估,第二部分是结构方程模型分析。结果发现,采用人工智能对实施智能图书馆服务有明显的积极影响。研究局限性/启示我们采用定量方法进行研究,而未来的作者可能会就同一主题进行系统的文献综述,以提供更广阔的视野。实践意义本研究为管理机构提供了一个基准线,为图书馆成功采用人工智能制定政策,以促进从业馆员的可持续能力发展和智能图书馆服务的实施做出了实际贡献。社会影响这项研究也具有社会影响,因为人工智能集成图书馆服务证明对社会富有成效,而具备数字技能的图书馆员在促进社会阅读和研究文化方面发挥着重要作用。 原创性/价值据作者所知,这是第一项关于巴基斯坦图书馆员利用人工智能提高数字扫盲技能、可持续能力发展和智能图书馆服务的准备情况的研究。
{"title":"Identifying librarians’ readiness to leverage artificial intelligence for sustainable competence development and smart library services: an empirical investigation from universities’ librarians","authors":"Khurram Shahzad, S. A. Khan, Abid Iqbal","doi":"10.1108/gkmc-02-2024-0107","DOIUrl":"https://doi.org/10.1108/gkmc-02-2024-0107","url":null,"abstract":"\u0000Purpose\u0000This study aims to identify the librarians’ readiness to leverage artificial intelligence for sustainable competence development and smart library services.\u0000\u0000\u0000Design/methodology/approach\u0000This study used a quantitative research design for addressing the objectives. The population consisted of librarians from the public and private sector universities of Pakistan. The data were analyzed by using Smart PLS software.\u0000\u0000\u0000Findings\u0000The analysis consisted of two major parts: first the assessment of measurement model and second the structural equation modeling analysis. A significant positive impact of AI adoption was found on the implementation smart library services. Findings revealed that behavioral intention motivated librarians to adopt AI tools in university libraries for the delivery of smart library services.\u0000\u0000\u0000Research limitations/implications\u0000We applied quantitative method to carry out the study while future authors may conduct a systematic literature review on the same topic for offering a broader outlook.\u0000\u0000\u0000Practical implications\u0000It has provided practical contributions by providing a baseline for management bodies to construct policies for the successful adoption of AI in libraries for sustainable competence development of practicing librarians and implementation of smart library services.\u0000\u0000\u0000Social implications\u0000The study has social implications too as AI integrated library services prove fruitful for society and digitally skilled librarians play a vital role for the promotion of reading and research culture in society.\u0000\u0000\u0000Originality/value\u0000To the best of the authors’ knowledge, this is the first study on librarians’ readiness to leverage artificial intelligence for the enhancement of digital literacy skills, sustainable competence development and smart library services in the context of Pakistan.\u0000","PeriodicalId":507843,"journal":{"name":"Global Knowledge, Memory and Communication","volume":"94 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141812145","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
An integrative research framework to investigate factors influencing citizen’s intention to adopt e-health applications: post-COVID-19 perspective 调查影响公民采用电子健康应用意向的因素的综合研究框架:COVID-19 后视角
Pub Date : 2024-07-23 DOI: 10.1108/gkmc-07-2023-0242
Firas Alnaser, S. Rahi, Mahmoud Alghizzawi, A. Ngah
PurposeThe use of e-health applications has remained popular during pandemic for medical treatments. Nevertheless, adoption of e-health applications among individuals is considerably low in post-COVID-19 world. To address this issue, the current research integrates three renowned theories, namely unified theory of acceptance and use of technology model, diffusion of innovation and DeLone and McLean model and investigates individual intention to adopt e-health application.Design/methodology/approachResearch design is grounded in quantitative and cross-sectional methods and uses a survey questionnaire. Survey questionnaire is administered toward smartphone users. Overall, 238 valid responses were analyzed with structural equation modeling approach.FindingsResults indicate that altogether performance expectancy, effort expectancy, information quality, system quality, service quality, facilitating condition and social influence explained substantial variance (R2 = 76.5%) in user intention to adopt e-health applications. Similarly, effect size analysis has revealed substantial impact of social influence on user intention to adopt e-health applications. Geiser and Stone’s Q2 analysis discloses that research model has substantial power to predict user intention to adopt e-health applications.Practical implicationsThis study integrates three known information system models to investigate individual behavior toward adoption of e-health applications. In practice, it suggests that managers should pay attention in improving performance expectancy, social influence, facilitating condition, system quality, service quality and information quality which develop positive behavior and encourage smartphone users to adopt e-health applications.Originality/valueThis study is original as it integrates three models and investigates individual intention to adopt e-health applications. To the best of the author’s knowledge, this is the first study to test the moderating impact of patient health value between user intention to adopt and actual use of e-health applications. It has established that compatibility and innovativeness are essential antecedents of performance and effort expectancy and hence make this research more unique and valuable.
目的 在大流行病期间,使用电子健康应用程序进行医疗一直很流行。然而,在 "COVID-19 "之后的世界里,个人对电子健康应用程序的采用率却相当低。为了解决这一问题,本研究整合了三个著名的理论,即接受和使用技术模型统一理论、创新扩散理论以及 DeLone 和 McLean 模型,并调查了个人采用电子医疗应用程序的意向。调查问卷面向智能手机用户。研究结果表明,绩效预期、努力预期、信息质量、系统质量、服务质量、便利条件和社会影响共同解释了用户采用电子医疗应用意向的实质性差异(R2 = 76.5%)。同样,效应大小分析表明,社会影响对用户采用电子医疗应用软件的意向有很大影响。Geiser 和 Stone 的 Q2 分析表明,研究模型在预测用户采用电子医疗应用程序的意向方面具有很强的能力。在实践中,它建议管理者应注意改善绩效预期、社会影响、便利条件、系统质量、服务质量和信息质量,从而培养积极的行为,鼓励智能手机用户采用电子医疗应用程序。原创性/价值本研究具有原创性,因为它整合了三个模型,并调查了个人采用电子医疗应用程序的意向。据笔者所知,这是第一项测试患者健康价值对用户采用电子健康应用程序的意向和实际使用之间的调节作用的研究。该研究确定了兼容性和创新性是绩效和努力预期的重要前因,从而使这项研究更具独特性和价值。
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引用次数: 0
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Global Knowledge, Memory and Communication
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