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Consumer Perceptions of the Facebook-Based Social Commerce Market for Agri-Food Products: A Focus on Women Entrepreneurs Selling Rice and Shrimp in Bangladesh 消费者对基于facebook的农产品社交商务市场的看法:关注孟加拉国销售大米和虾的女企业家
IF 1.1 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2025-06-09 DOI: 10.1002/isd2.70021
Shanjida Sharmin, Christin Schipmann-Schwarze, Katrin Zander

Social commerce via social media platforms is an increasingly popular branch of e-commerce in developing countries. In Bangladesh, the popularity of Facebook-based social commerce (“f-commerce”) has created new opportunities for women entrepreneurs, including in the market for agri-foods. To gain insights into consumer attitudes towards f-commerce, and specifically towards women entrepreneurs in this market, this paper presents findings from five online audio-visual focus-group discussions with forty-one consumers from Dhaka, Bangladesh about their perceptions of women f-commerce entrepreneurs selling rice and shrimp. Qualitative content analysis was used for data analysis. The results indicate that convenience is the main general reason for consumers purchasing from f-commerce platforms. Consumers are also attracted by the availability of rice from preferred growing areas and ready-to-cook shrimp on these platforms. Product quality, service, and price are found to be the most important purchase criteria, while reviews and recommendations influence consumers' purchase decisions and build trust in f-commerce entrepreneurs. While consumers appreciate that f-commerce provides economic opportunities for women, product quality and service are more important than gender in deciding which seller to buy from, meaning women entrepreneurs must meet consumer expectations to succeed in the f-commerce agri-food market. The research findings provide valuable suggestions for women entrepreneurs which is of great importance to adapt to consumers' demand as well as to enter the f-commerce market.

在发展中国家,通过社交媒体平台进行的社交商务是一个越来越受欢迎的电子商务分支。在孟加拉国,基于facebook的社交商务(“f-commerce”)的普及为女性企业家创造了新的机会,包括在农业食品市场。为了深入了解消费者对电子商务的态度,特别是对该市场中女性企业家的态度,本文介绍了来自孟加拉国达卡的41名消费者的五次在线视听焦点小组讨论的结果,讨论了他们对销售大米和虾的女性电子商务企业家的看法。数据分析采用定性内容分析。结果表明,方便是消费者从电子商务平台购买的主要原因。消费者还被这些平台上来自首选种植区的大米和即食虾的供应所吸引。产品质量、服务和价格是最重要的购买标准,而评论和推荐影响消费者的购买决策,并建立对电子商务企业家的信任。虽然消费者认为电子商务为女性提供了经济机会,但在决定从哪个卖家那里购买产品时,产品质量和服务比性别更重要,这意味着女性企业家必须满足消费者的期望,才能在电子商务农业食品市场取得成功。研究结果为女性企业家适应消费者需求,进入电子商务市场提供了有价值的建议。
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引用次数: 0
Using Electronic Health Records to Improve Management of HIV/AIDS Clients: A Cross-Sectional Survey Among Healthcare Providers in Kisumu County, Kenya 使用电子健康记录改善艾滋病毒/艾滋病客户的管理:肯尼亚基苏木县医疗保健提供者的横断面调查
IF 1.1 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2025-06-02 DOI: 10.1002/isd2.70019
Collins Mukanya Mudogo, Angeline Mulwa, Dorothy Kyalo

The impact of the use of electronic medical records (EMRs) on health projects in sub-Saharan Africa and specifically in Kenya is not known. We conducted an ex post facto mixed methods cross-sectional descriptive survey among 191 healthcare providers in comprehensive care centers to understand the perceived association between utilization of the EMRs and management outcomes of HIV/AIDS projects in eight high volume public health facilities in Kisumu County, Kenya. A standardized open-ended questionnaire and a key informant interview guide were used to collect both quantitative and qualitative data. The study findings demonstrated a high level of perceived utilization of the EMRs within the HIV/AIDS projects across the selected health facilities. There was a statistically significant positive correlation between utilization of EMRs and management outcomes of HIV/AIDS projects. Utilization of the EMRs for data services could explain significant variation in management outcomes of HIV/AIDS projects. Using content analysis, we unearthed five categories of contextual factors that affect utilization of electronic medical records, namely infrastructure/technological factors, factors related to capacity of users, project management factors, attitudes of the users, and security-related factors. Electronic medical records have the potential to significantly improve management outcomes in HIV/AIDS projects. We recommend the need for scale-up of the EMRs to cover more HIV/AIDS sites and perhaps be replicated in other health programs focusing on chronic diseases.

在撒哈拉以南非洲,特别是在肯尼亚,使用电子医疗记录对卫生项目的影响尚不清楚。我们对肯尼亚基苏木县8家大型公共卫生机构的综合护理中心的191名医疗服务提供者进行了事后混合方法横断面描述性调查,以了解电子病历的使用与艾滋病毒/艾滋病项目管理结果之间的关联。采用标准化开放式问卷和关键信息提供者访谈指南收集定量和定性数据。研究结果表明,在选定的卫生机构的艾滋病毒/艾滋病项目中,电子病历的利用率很高。电子病历的使用与HIV/AIDS项目的管理结果之间存在统计学上显著的正相关。将电子病历用于数据服务可以解释艾滋病毒/艾滋病项目管理结果的显著差异。通过内容分析,我们发现了影响电子病历利用的五类背景因素,即基础设施/技术因素、与用户能力相关的因素、项目管理因素、用户态度和安全相关因素。电子病历有可能显著改善艾滋病毒/艾滋病项目的管理成果。我们建议有必要扩大电子病历的规模,以覆盖更多的艾滋病毒/艾滋病站点,并可能在其他以慢性病为重点的卫生规划中加以复制。
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引用次数: 0
Critical Factors in the Implementation of Innovation: A Case Study of a Brazilian Public Organization 实施创新的关键因素:以巴西公共组织为例
IF 1.1 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2025-06-01 DOI: 10.1002/isd2.70018
Adriana Back Koerich, Clarissa Carneiro Mussi, José Baltazar Salgueirinho Osório de Andrade Guerra, Jacir Leonir Casagrande

Given the complexity of implementing innovative ICT solutions in the public sector, there is a need for research on the factors inherent to this process, particularly within the legislative branch. To address these challenges, this research aims to analyze the process of implementing the Electronic Information System (SEI) as an innovation in a Brazilian public organization. Grounded in theories like Roger's Diffusion of Innovation, Technology–Organization–Environment (TOE) framework, and technology acceptance models, the study employs a case study methodology. Data were collected through semistructured interviews, documentary research, and participant observation, and analyzed using qualitative content analysis and data triangulation. The implementation process was influenced by facilitating and hindering factors related to the environmental level (external pressure, political and governmental issues, Covid-19 pandemic, interorganizational relationships, and system updates); the organizational level (training and education, user support infrastructure, human resources, technological resources, organizational culture, process management, leadership roles, image, and voluntariness); and innovation characteristics (relative advantage, perceived usefulness, perceived ease of use, demonstrability of results, compatibility, triability, and visibility). The study expands theoretical models with new categories, fills a research gap in the legislative sector, provides practical strategies for effective SEI implementation, and highlights key facilitators and barriers, benefiting public sector managers and enhancing the effectiveness of innovation implementation.

鉴于在公共部门实施创新信息和通信技术解决方案的复杂性,有必要研究这一进程固有的因素,特别是在立法部门。为了应对这些挑战,本研究旨在分析巴西公共组织实施电子信息系统(SEI)作为创新的过程。本研究以罗杰的创新扩散理论、技术-组织-环境(TOE)框架和技术接受模型为基础,采用案例研究方法。通过半结构化访谈、文献研究、参与式观察等方式收集数据,并采用定性内容分析和数据三角法进行分析。实施过程受到与环境层面相关的促进和阻碍因素(外部压力、政治和政府问题、Covid-19大流行、组织间关系和系统更新)的影响;组织层面(培训和教育、用户支持基础设施、人力资源、技术资源、组织文化、流程管理、领导角色、形象和自愿性);以及创新特征(相对优势、感知有用性、感知易用性、结果的可演示性、兼容性、可测试性和可见性)。本研究拓展了理论模型的新类别,填补了立法领域的研究空白,为有效实施SEI提供了实践策略,并突出了关键的促进因素和障碍,使公共部门管理者受益,提高了创新实施的有效性。
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引用次数: 0
Unveiling the Antecedents of Green Information Systems Practices for Sustainability 揭示可持续发展的绿色信息系统实践的前奏
IF 1.1 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2025-05-23 DOI: 10.1002/isd2.70015
Tze Yin Khaw, Azlan Amran, Ai Ping Teoh

The rapid expansion of the information systems (IS) and information technology industry has brought undeniable economic and social benefits. However, its environmental footprint has raised concerns, particularly in developing economies where sustainability initiatives face structural and resource constraints. Green IS holds promise in addressing these challenges, yet their successful implementation in higher education institutions (HEIs) remains uncertain due to complex technological, organizational, and environmental (TOE) factors. This research examines the relatively unexplored realm of TOE factors influencing green information systems practices (GISP). The study utilized an online survey questionnaire to gather data from 166 HEIs in an emerging economy. It employed partial least squares structural equation modeling (PLS-SEM) to analyze the hypothesized relationships. The results indicate that GISP adoption is primarily influenced by compatibility, security concerns (environmental factors), organizational readiness, top management support, employee capability (organizational factors), government support, and competitive pressure (environmental factors). This study contributes to the IS literature by extending the TOE framework and providing novel insights into GISP within the HEI sector. Beyond its theoretical contributions, the study offers practical insights into how HEIs in resource-constrained settings can navigate sustainability transitions. It highlights the pivotal role of top management in driving sustainable decision-making and emphasizes the strategic allocation of TOE resources as essential for the effective implementation of GISP. The findings are particularly relevant for policymakers, HEI administrators, and stakeholders seeking to integrate IS for sustainable development.

信息系统和信息技术产业的迅速发展带来了不可否认的经济效益和社会效益。然而,它的环境足迹引起了人们的关注,特别是在可持续性倡议面临结构和资源限制的发展中经济体。绿色IS有望解决这些挑战,但由于复杂的技术、组织和环境(TOE)因素,它们在高等教育机构(HEIs)中的成功实施仍不确定。本研究考察了影响绿色信息系统实践(GISP)的相对未开发的TOE因素领域。该研究利用在线调查问卷收集了一个新兴经济体166所高等教育机构的数据。采用偏最小二乘结构方程模型(PLS-SEM)对假设关系进行分析。结果表明,GISP的采用主要受兼容性、安全考虑(环境因素)、组织准备程度、高层管理支持、员工能力(组织因素)、政府支持和竞争压力(环境因素)的影响。本研究通过扩展TOE框架和对高等教育部门的GISP提供新的见解,为IS文献做出了贡献。除了理论贡献之外,该研究还为资源受限环境下的高等教育如何实现可持续转型提供了实践见解。它强调了最高管理层在推动可持续决策方面的关键作用,并强调TOE资源的战略性分配对于有效实施GISP至关重要。这些发现对决策者、高等教育管理者和寻求整合信息系统促进可持续发展的利益相关者尤其重要。
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引用次数: 0
The Alignment of University Learning Ecosystem With Human Agent Variables in the Adoption of Tech-Driven Education in Universities in Uganda 乌干达大学采用技术驱动教育中大学学习生态系统与人类代理变量的一致性
IF 1.1 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2025-05-19 DOI: 10.1002/isd2.70014
Esther Namirembe, Michael Kyobe

Many universities in the developing world experience challenges in aligning the university learning ecosystem (ULE) and human agent (HA) variables to enhance the adoption of tech-driven education (TDE). This study aimed at aligning the learning ecosystem (LE) with HA variables in universities in Uganda. The Gestalts theory was adopted to guide this study, and cluster analysis was used to test the extent of the alignment. Seventy-three lecturers from Makerere and Gulu universities were surveyed, and six were interviewed. Four patterns emerged among lecturers. The findings revealed that Cluster 1 lecturers were the best adopters of e-learning technology in universities in Uganda. The ULE was characterized by the goal of university policy, the time to experiment with TDE, financial support, and the commitment of university management. A typical lecturer in Cluster 1 was 48 years old, male by gender, with a PhD qualification.

发展中国家的许多大学在调整大学学习生态系统(ULE)和人类代理(HA)变量以加强技术驱动教育(TDE)的采用方面面临挑战。本研究旨在使乌干达大学的学习生态系统(LE)与HA变量保持一致。本研究采用格式塔理论作为指导,并采用聚类分析来检验这种一致性的程度。对来自马凯雷雷大学和古鲁大学的73名讲师进行了调查,并对6名讲师进行了访谈。讲师中出现了四种模式。研究结果显示,在乌干达的大学中,第一组讲师是电子学习技术的最佳采用者。ULE的特点是大学政策的目标、实验TDE的时间、财政支持和大学管理的承诺。集群1的典型讲师是48岁,性别为男性,具有博士学位。
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引用次数: 0
Exploring the Determinants of Digital Innovation Adoption in Indian Family-Owned Enterprises: A Case-Based Study 印度家族企业采用数字创新的决定因素:基于案例的研究
IF 1.1 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2025-05-10 DOI: 10.1002/isd2.70012
Minisha Gupta, Shikha Rana

The current study aims to identify the key determinants of the adoption of digital innovations and applications in family businesses using a case analysis-based qualitative research method. It explores the process used by these business houses to initiate and implement smart technologies to improve their business operations, suffice the customers dynamic expectations, extend their market share, and inhibit innovative practices. This paper shares insights about the major areas such as the digitalization of trade activities, e-commerce practices, green marketing, and using data analytics for strategizing and decision-making activities. While investigating the implementation of digital technologies like online payment systems, the use of social media platforms for advertising, and smart 3D design technology, and so forth the paper also unravels the determinants of adopting digitally innovated technologies in family businesses such as resistance from employees, financial constraints, and the inability to blend modern technologies within traditional organizational setting. The study highlights the changing dimensions in Indian business firms while sharing the practical and theoretical implications for business leaders, next-generation family business successors, and futuristic researchers.

本研究旨在利用基于案例分析的定性研究方法,确定家族企业采用数字创新和应用的关键决定因素。它探索了这些商业机构用来启动和实施智能技术的过程,以改善他们的业务运营,满足客户的动态期望,扩大他们的市场份额,并抑制创新实践。本文分享了对主要领域的见解,如贸易活动的数字化、电子商务实践、绿色营销以及将数据分析用于战略和决策活动。在调查在线支付系统、社交媒体平台广告和智能3D设计技术等数字技术的实施时,该论文还揭示了在家族企业中采用数字创新技术的决定因素,如员工的抵制、财务约束以及无法将现代技术融入传统组织环境。该研究强调了印度商业公司不断变化的维度,同时为商业领袖、下一代家族企业接班人和未来研究人员分享了实践和理论意义。
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引用次数: 0
Harnessing Social Media for Activism: A Case Study of Tweets Driving Change in Ghana 利用社交媒体的行动主义:推特在加纳推动变革的案例研究
IF 1.1 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2025-03-26 DOI: 10.1002/isd2.70009
Naana Darkwaa Nimako, Anna Sigriour Islind, Maria Oskarsdottir

The use of digital platforms has changed how concerns in society are tackled in recent years, primarily related to social activism. The popularity of the #FixTheCountry Twitter (now X) campaign has raised awareness of the need for better social fairness, public services, and governance in Ghana. However, there is limited understanding of how such online movements mobilize public sentiment and drive societal change. This study addresses this gap by employing netnography, a methodology suited to understanding online activities and communities, to investigate the role of Twitter (X) as a tool for social activism. Social activism is used to describe particular efforts taken to effect change, frequently through digital channels. The #Fixthecountry campaign specifically serves as a case study, which illustrates the rise of digital social activism in Ghana. The data we analyzed using Python to understand the implications for societal good and social activism were the result of over 1 million tweets gathered through the Twitter API. The findings highlight that digital platforms, particularly Twitter, can potentially amplify marginalized voices and foster inclusive dialogue. We provide a three-fold contribution in this paper. First, methodological insights into the promotion of social activism by employing netnography as a tool for dissecting the digital landscape of Ghana. Second, guidelines to inform policy development based on the findings from the analysis. Third and most importantly, we contribute rich insights into societal good through digital means and show how marginalization can be tackled by giving voice to individuals through social media. The study emphasizes the importance of leveraging social media to promote public welfare and equitable social systems.

近年来,数字平台的使用改变了解决社会问题的方式,主要与社会行动主义有关。Twitter上# fixtheccountry(现为X)活动的流行,让人们意识到加纳需要更好的社会公平、公共服务和治理。然而,人们对这种网络运动如何调动公众情绪和推动社会变革的理解有限。本研究通过使用网络学(一种适合于理解在线活动和社区的方法)来解决这一差距,调查Twitter (X)作为社会行动主义工具的作用。社会行动主义通常用来描述通过数字渠道为实现变革而做出的特殊努力。# fixtheccountry运动特别提供了一个案例研究,它说明了加纳数字社会活动的兴起。我们使用Python分析数据,以了解社会公益和社会行动主义的含义,这些数据是通过Twitter API收集的100多万条推文的结果。研究结果强调,数字平台,特别是推特,可能会放大边缘化的声音,促进包容性对话。我们在本文中提供了三方面的贡献。首先,通过使用网络学作为工具来剖析加纳的数字景观,对促进社会行动主义的方法论见解。第二,根据分析结果为政策制定提供指导。第三,也是最重要的一点,我们通过数字手段为社会公益贡献了丰富的见解,并展示了如何通过社交媒体让个人发声来解决边缘化问题。该研究强调了利用社交媒体促进公共福利和公平社会制度的重要性。
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引用次数: 0
Barriers Preventing South African Small and Medium Enterprises From Adopting Green Information Technology 阻碍南非中小企业采用绿色信息技术的障碍
IF 1.1 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2025-03-22 DOI: 10.1002/isd2.70011
Elizma Bok, Aletta Sophia Tolmay

Green information and communication technology (GICT) is the practice of effectively managing the negative effect of information and communication technology by reducing the amount of CO2 released into the environment. Organizations can reduce pollution while making sufficient profit, and one of the ways of doing this is through the adoption of GICT. Although GICT offers numerous benefits, the adoption rate among South African small and medium enterprises (SMEs) remains low. The primary objective of the study was to identify the most prominent barriers to GICT adoption in South African SMEs. These barriers were identified from the literature and then incorporated into a measurement instrument. An electronic survey involving a self-administered questionnaire was used to collect data. The perceptions of respondents relating to barriers to GICT adoption were tested. An exploratory factor analysis identified the most prominent barriers to the adoption of GICT. The lack of funding was identified as the greatest barrier to GICT adoption, followed by insufficient capital, uncertainty about return on investment, high research and development costs, and finally continuous investment required. Based on the study, it is recommended that SMEs align themselves with GICT initiatives such as cloud computing, and that policy makers consider offering tax benefits and rebates for SMEs that adopt GICT.

绿色信息和通信技术(GICT)是通过减少排放到环境中的二氧化碳量来有效管理信息和通信技术负面影响的做法。各组织可以在减少污染的同时获得足够的利润,其中一种方法就是采用绿色信息和通信技术。尽管全球信息和通信技术带来了诸多好处,但南非中小企业(SMEs)的采用率仍然很低。本研究的主要目的是找出南非中小企业采用 GICT 的最突出障碍。我们从文献中找出了这些障碍,然后将其纳入测量工具。为收集数据,采用了电子调查方式,包括自填问卷。测试了受访者对采用 GICT 的障碍的看法。探索性因素分析确定了采用全球信息和通信技术的最主要障碍。缺乏资金被认为是采用全球信息和通信技术的最大障碍,其次是资金不足、投资回报不确定、研发成本高,最后是需要持续投资。根据这项研究,建议中小企业与云计算等全球信息和通信技术倡议保持一致,并建议政策制定者考虑为采用全球信息和通信技术的中小企业提供税收优惠和退税。
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引用次数: 0
Legitimacy Maintenance for Data Quality Management Practices: A Case of Health Management Information Systems 数据质量管理实践的合法性维护:一个健康管理信息系统的案例
IF 1.1 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2025-03-19 DOI: 10.1002/isd2.70010
Martin Bright Msendema, Jens Kaasbøll, Wallace Chigona, Benjamin Kumwenda

This study answers the broad question of how institutional changes in Health Management Information Systems (HMIS) affect the legitimacy of institutionalized data quality management practices. We premise the study on the general assumption that institutional changes erode legitimacy objects' legitimacy. We used Scott's conceptualization of legitimacy as having three states: normal state, unstable state, and renormalized state, to understand how institutional changes affect the legitimacy of the institutionalized data quality management practices (DQMP) in HMIS. Our theoretical framework from the literature is based on (i) two pillars of institutional theory: institutionalization and legitimation, and (ii) two constructs from Lewin's Field Force Analysis model: the driving and resisting forces. The study adopted interpretive case study methods using the case of Malawi's HMIS. We designed participants' observations, semi-structured interviews, and reviewed strategic documents to collect data. It engaged 51 participants from the three levels of HMIS in Malawi. Data were analyzed using thematic content analysis. Our key findings are that technology and operational structure changes erode the legitimacy of DQMP in HMIS. The study posits two contributions to information system research and practice: Extending the Legitimation Activity Model to enhance the maintenance concept befitting the HMIS and developing a legitimacy maintenance framework for HMIS, respectively.

本研究回答了健康管理信息系统(HMIS)的制度变化如何影响制度化数据质量管理实践的合法性这一广泛问题。我们的研究以制度变迁侵蚀合法性客体的合法性这一普遍假设为前提。我们使用Scott将合法性概念化为三种状态:正常状态、不稳定状态和重新规范化状态,以了解制度变化如何影响HMIS中制度化数据质量管理实践(DQMP)的合法性。我们的理论框架基于(i)制度理论的两大支柱:制度化和合法化,以及(ii) Lewin的场力分析模型的两个结构:驱动力和阻力。本研究采用了马拉维HMIS案例的解释性案例研究方法。我们设计了参与者观察、半结构化访谈和回顾战略文件来收集数据。它吸引了来自马拉维三级卫生管理信息系统的51名参与者。数据采用主题内容分析法进行分析。我们的主要发现是,技术和操作结构的变化削弱了DQMP在HMIS中的合法性。本研究对信息系统的研究和实践有两个贡献:扩展合法性活动模型以增强适合HMIS的维护概念,并为HMIS开发合法性维护框架。
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引用次数: 0
A Digitization Model for Ugandan Technical, Vocational and Education Training Institutions: An Agency Theory Perspective 乌干达技术、职业和教育培训机构的数字化模式:代理理论视角
IF 1.1 Q2 SOCIAL SCIENCES, INTERDISCIPLINARY Pub Date : 2025-03-03 DOI: 10.1002/isd2.70008
Patrick Emmanuel Muinda, Annabella Habinka Basaza-Ejiri, Gilbert Maiga, Kituyi Mayoka

The inconsistent effectiveness of digitization project implementation in Technical and Vocational Education and Training (TVET) institutions, often due to poor process quality and inadequate monitoring, presents a significant challenge. Grounded in Agency Theory as the foundational framework and supported by the DeLone & McLean Information Systems Success Model and the Dynamic Capabilities Framework, this study examines how process quality, goal conflict, and communication influence project outcomes in TVET institutions. Adopting a pragmatic stance, an abductive approach, and a design science methodology, the research provides a framework for stakeholders to optimize digitization projects. Data from 100 participants, analyzed using structural equation modeling, reveal that process quality significantly enhances communication, predicting project effectiveness. Monitoring plays a mediating role, while an inverse relationship is observed between digitization and goal conflict. The study shows high validity and reliability, with all variables having Cronbach's alpha above 0.7. Recommendations include addressing power struggles and reducing political influences while prioritizing process quality to improve project outcomes. The findings offer practical guidance for policymakers and practitioners in educational technology integration, particularly in developing economies.

技术与职业教育与培训(TVET)机构数字化项目实施的有效性不一致,往往是由于流程质量差和监测不足,这是一个重大挑战。本研究以代理理论为基础框架,并得到德龙集团的支持。在McLean信息系统成功模型和动态能力框架下,本研究考察了过程质量、目标冲突和沟通如何影响TVET机构的项目结果。本研究采用务实的立场、溯因的方法和设计科学的方法论,为利益相关者优化数字化项目提供了一个框架。使用结构方程模型分析了来自100名参与者的数据,发现过程质量显著增强了沟通,预测了项目的有效性。监控对目标冲突起中介作用,数字化与目标冲突呈负相关。本研究具有较高的效度和信度,所有变量的Cronbach's alpha均在0.7以上。建议包括解决权力斗争和减少政治影响,同时优先考虑过程质量以改善项目成果。这些发现为决策者和教育技术整合的实践者提供了实用指导,特别是在发展中经济体。
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引用次数: 0
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Electronic Journal of Information Systems in Developing Countries
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