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Lead complementor involvement in the design of platform boundary resources: A case study of BMW's onboard apps 领导互补参与平台边界资源的设计:以宝马车载应用为例
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-07-06 DOI: 10.1111/isj.12449
Niklas Weiss, Maximilian Schreieck, Manuel Wiesche, Helmut Krcmar

An increasing number of companies have implemented digital platforms to attract complementors who create innovations on the platform. Establishing such digital platforms is a challenge for incumbent companies because they lack related experience and capabilities. In particular, boundary resources that are the interface between the platform and complementors need to be well-designed to attract complementors and keep them engaged. We propose that lead complementor involvement helps incumbent companies to improve the design of the platform boundary resources. In a multi-year action research study, we established lead complementor involvement in the boundary resource design of a digital platform for automotive onboard apps at the BMW Group and evaluated how boundary resources improved. Along three episodes, we illustrate that lead complementor involvement was effective and we summarise our findings in four propositions: (1) lead complementor involvement facilitates platform emergence for incumbent companies by enhancing boundary resource design, (2) lead complementor involvement is more efficient in higher platform layers, (3) lead complementor involvement is facilitated by an increase of intensity and frequency of interactions between complementors and platform owner and (4) establishing a complementor community helps to continuously identify opportunities for lead complementor involvement. We contribute to the information systems literature on platform emergence and design by focusing on the process of designing boundary resources and by considering the heterogeneity of complementors. Furthermore, we contextualise the concept of lead user involvement in the domain of digital platforms and compare and contrast lead complementors and lead users.

越来越多的公司已经实施了数字平台,以吸引在平台上进行创新的互补者。由于缺乏相关经验和能力,建立这样的数字平台对现有企业来说是一个挑战。特别是,作为平台和互补者之间的接口的边界资源需要精心设计,以吸引互补者并保持他们的参与。我们认为,领先互补参与有助于现有企业改进平台边界资源的设计。在一项多年的行动研究中,我们在宝马集团车载应用程序数字平台的边界资源设计中建立了领先的互补参与,并评估了边界资源的改进情况。通过三个章节,我们说明了领导互补参与是有效的,我们将我们的发现总结为四个命题:(1)通过加强边界资源设计,领先互补者参与促进了现有公司的平台涌现;(2)领先互补者参与在更高的平台层中效率更高;(3)领先互补者与平台所有者之间互动的强度和频率增加,促进了领先互补者参与;(4)建立互补者社区有助于持续识别领先互补者参与的机会。我们通过关注设计边界资源的过程和考虑互补资源的异质性,为平台出现和设计的信息系统文献做出贡献。此外,我们将领先用户参与的概念置于数字平台领域的背景下,并比较和对比领先互补者和领先用户。
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引用次数: 2
Exploration–Exploitation: How business analytics powers organisational ambidexterity for environmental sustainability 探索-开发:商业分析如何为环境可持续性提供组织灵活性
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-07-03 DOI: 10.1111/isj.12456
Yunfei Shi, Christine Van Toorn, Mikayla McEwan

Simultaneous exploration and exploitation (i.e., exploration–exploitation) can help a firm address short-term environmental requirements and ensure long-term environmental viability. Exploration–exploitation, however, challenges organisational practices because they compete for resources and time. While business analytics (BA) offers the potential to overcome these challenges, research to date offers very limited insights into how BA capabilities interact with ambidextrous capabilities to realise environmental value. We address this issue by conducting a comparative case study at a bank and at a real-estate trust through the theoretical lens of dynamic capabilities. We develop a process model to explain how BA powers ambidextrous practices to achieve sustainability outcomes over time. We uncover two mechanisms: a BA-powered context shaping mechanism by which BA powers contextual ambidexterity at the employee level using data availability, timeliness, and analytics culture; and a BA-powered resource linking mechanism by which BA powers structural ambidexterity at intra- and inter-organisational levels using holistic insights and analytics leadership. Our model highlights the contextual factors that condition the extent to which a firm moves along the continuum of exploration–exploitation. We also define a new dimension of sustainability outcomes which we label eco-awareness to explain how BA shapes employees' environmental alertness and enables the paradigm shift in an organisation's sustainability mindset.

同时进行勘探和开发(即勘探-开发)可以帮助企业满足短期的环境要求,并确保长期的环境可行性。然而,探索-开发会对组织实践造成挑战,因为它们会争夺资源和时间。虽然商业分析(BA)具有克服这些挑战的潜力,但迄今为止的研究对商业分析能力如何与双向能力相互作用以实现环境价值的见解非常有限。为了解决这一问题,我们从动态能力的理论视角出发,对一家银行和一家房地产信托公司进行了比较案例研究。我们建立了一个过程模型,以解释随着时间的推移,BA 是如何为实现可持续发展成果的双向实践提供动力的。我们发现了两种机制:一种是由管理局驱动的情境塑造机制,通过这种机制,管理局利用数据可用性、及时性和分析文化,在员工层面推动情境灵活性;另一种是由管理局驱动的资源链接机制,通过这种机制,管理局利用整体洞察力和分析领导力,在组织内部和组织间层面推动结构灵活性。我们的模型强调了制约企业沿着探索-开发连续统一体前进的背景因素。我们还定义了可持续发展成果的一个新维度,并将其命名为生态意识,以解释 BA 如何塑造员工的环境警觉性并促成组织可持续发展思维模式的转变。
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引用次数: 0
Information sharing and political polarisation on social media: The role of falsehood and partisanship 社交媒体上的信息共享和政治两极分化:谎言和党派关系的作用
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-21 DOI: 10.1111/isj.12453
Jason Weismueller, Richard L. Gruner, Paul Harrigan, Kristof Coussement, Shasha Wang

We explore if misinformation from political elites (i.e., members of the US Congress) and extreme partisan information from media outlets generate greater engagement than accurate information and non-extreme partisan information. We also investigate how exposure to these information types leads to negative emotions (e.g., anger) in individuals and its association with attitude polarisation. To this end, we analysed fact-checked tweets from political elites, tweets from media outlets and replies to those tweets. Together, these tweets received more than 100 000 replies and were shared more than two million times. We also conducted two online experiments. Our field studies reveal that misinformation and extreme partisan information are associated with higher levels of negative emotions and greater engagement than accurate information and non-extreme partisan information. Our data also show that—while negative emotions in response to extreme partisan information are higher among social media users at the ideological extreme than those at the ideological centre—there is no difference in the two groups' level of negative emotions in response to misinformation. The online experiments demonstrate that exposure to misinformation and extreme partisan information elicits stronger negative emotions than exposure to accurate information and non-extreme partisan information. These negative emotions, in turn, contribute to attitude polarisation. Our work makes practical and theoretical contributions concerning social media information sharing, negativity and political polarisation. We also provide future research avenues with associated research questions.

我们探讨了来自政治精英(即美国国会议员)的错误信息和来自媒体的极端党派信息是否会比准确信息和非极端党派信息产生更多的参与。我们还调查了接触这些信息类型如何导致个人的负面情绪(如愤怒)及其与态度极化的关联。为此,我们分析了经过事实核查的政治精英推文、媒体推文以及对这些推文的回复。这些推文共收到 10 多万条回复,被分享了 200 多万次。我们还进行了两次在线实验。我们的实地研究显示,与准确信息和非极端党派信息相比,错误信息和极端党派信息会带来更高的负面情绪和更大的参与度。我们的数据还显示,虽然意识形态极端的社交媒体用户对极端党派信息的负面情绪高于意识形态中心的用户,但两组用户对错误信息的负面情绪水平并无差异。在线实验表明,与接触准确信息和非极端党派信息相比,接触错误信息和极端党派信息会引发更强烈的负面情绪。这些负面情绪反过来又会导致态度极化。我们的研究在社交媒体信息共享、负面情绪和政治极化方面做出了实践和理论贡献。我们还提供了未来的研究途径以及相关的研究问题。
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引用次数: 0
Pickled eggs: Generative AI as research assistant or co-author? 泡菜蛋:作为研究助理或合著者的一代人工智能?
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-13 DOI: 10.1111/isj.12455
Robert M. Davison, Sven Laumer, Monideepa Tarafdar, Louie H. M. Wong
<p>Over the last year, much has been written about Artificial Intelligence (AI) chatbots and their potential impact across the spectrum of research contexts. At the time of writing (March 2023), a Google search for the single term ‘ChatGPT’ indicates approximately 416 million hits, while Google Scholar suggests 4710 articles, a number that is likely to rise fast. Generative AI is clearly here to stay, though there are already calls to curtail its use and some countries appear to be banning it. Interestingly, we already see the roll-out of generative AI <i>detection</i> software with tools like GPTZero. The plagiarism detection tool, iThenticate, is likely to follow up and embed generative AI detection as well. In order to reflect on this rapidly developing phenomenon, we conducted a sentiment and topic analysis of Twitter tweets about ChatGPT in academia. We analysed 12 400 tweets over a 3-month period from late 2022 to early 2023. 3680 tweets display a positive sentiment, 2612 display a negative one and 6109 display a neutral view. This pattern already exhibits a shift from the earlier reactions which were predominantly negative. Nevertheless, the topics discussed in these tweets are similar and can be subsumed within two major streams: research and publication.</p><p>Our focus in this editorial is on the practicalities of applying generative AI in the academic research community. The stakeholders of relevance here are authors, reviewers, editors and readers (scholars and practitioners) of ISJ, and also its publisher. All of these stakeholders have a commitment to and interest in the undertaking and publishing of academic research. Indeed, research and publication are the twin pillars on which a scholarly journal stands. Emerging articles comment on the strengths, weaknesses, opportunities and threats of generative AI in the context of research (see for instance Dwivedi et al., <span>2023</span>, for an extensive account). In academia, there is an ongoing debate on the various implications that the technology may have.</p><p>The title of this editorial, viz.: “pickled eggs”, should have given some pause for thought. As it happened the collaborators of one of the co-authors of this editorial used a generative AI assistant (Microsoft Office 365's transcription function) to convert an audio file (of an interview with a research subject) to text. In that interview, reference was made to “pico-x”, the name of a software. The generative AI assistant duly rendered this as “pickled eggs”, presumably the closest term in its vocabulary. Reading through the transcript, numerous errors appeared: personal, product or place names were routinely misspelled, but so too were more mundane expressions. Similar errors occurred in Chinese where an interviewee used the English letters EDI (Electronic Data Interchange) in the middle of what was otherwise a Chinese sentence. The generative AI assistant, which was set up to transcribe Chinese audio to Chinese text, corr
参与数字平台研究。他们将补充者参与定义为数字平台生态系统中基于状态、部分自愿的资源贡献,并对企业软件行业中的两个数字平台生态进行了嵌入式案例研究。他们确定了导致三种参与行为的五个前因,并揭示了前因变化如何将其牵连到后续阶段。然后,他们揭示了四个参与轨迹,揭示了动态补充者参与以及平台治理如何改变这些动态。最终,该研究提供了对数字平台生态系统中动态补充者参与的综合理解和经验证据。
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引用次数: 2
A typology of multi-platform integration strategies 多平台集成策略的一种类型
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-04 DOI: 10.1111/isj.12450
Maximilian Schreieck, Jan Ondrus, Manuel Wiesche, Helmut Krcmar

Big Tech companies such as Alphabet (Google), Apple, Meta (Facebook), Alibaba, and Tencent have repeatedly demonstrated their capability to integrate multiple digital platforms successfully. However, the grasp of how multi-platform integration strategies are articulated and the potential benefits they bring forth remains limited. Previous research has predominantly focused on launch, growth, and competition strategies for single platforms, prompting us to develop a typology of four multi-platform integration strategies: collection, consolidation, symbiosis, and assemblage. For each strategy, we examine what complementarities are generated and provide real-world examples. Subsequently, we delve into a discussion of the limitations and implications associated with the integration of multiple digital platforms. We conclude by proposing avenues for future research on multi-platform integration strategies.

Alphabet(谷歌)、苹果、Meta(脸书)、阿里巴巴和腾讯等大型科技公司已多次展示了其成功整合多个数字平台的能力。然而,人们对多平台整合战略的表述方式及其带来的潜在利益的把握仍然有限。以往的研究主要集中于单一平台的启动、增长和竞争战略,这促使我们对四种多平台整合战略进行了分类:集合、整合、共生和组合。对于每种策略,我们都会研究其产生的互补性,并提供实际案例。随后,我们深入探讨了与多数字平台整合相关的局限性和影响。最后,我们提出了未来研究多平台整合策略的途径。
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引用次数: 0
Building professional holding environments for crowd work job crafting through online communities 通过在线社区为人群工作创造专业的就业环境
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-03 DOI: 10.1111/isj.12451
Kim Simon Strunk, Franz Strich

Work is increasingly being organised via online platforms outside guiding organisational structures. Instead of having colleagues at work, crowd workers connect in online communities. We investigate how crowd workers build professional holding environments in online communities to compensate for the lack of organisational structures and we consider how they craft their crowd work activities to enhance their work experience and reduce its long-term precarity. Following a qualitative research design, this paper uses 675 forum interactions collected across six online communities. Based on our findings, we propose the concept of professional holding environments and provide a model for building such holding environments and job crafting in online communities. We thereby expand previous research on holding environments comprised of family members and friends by revealing the impact of professional online communities and their role in professionalisation and crafting supportive social structures in online crowd work.

工作越来越多地通过指导组织结构之外的在线平台进行组织。人群工作者在网络社区中建立联系,而不是让同事在工作。我们调查了人群工作者如何在在线社区中建立专业的容纳环境,以弥补组织结构的不足,并考虑了他们如何策划人群工作活动,以增强他们的工作体验,减少其长期的不稳定性。根据定性研究设计,本文使用了6个在线社区中收集的675个论坛互动。基于我们的研究结果,我们提出了专业持有环境的概念,并为在线社区中构建此类持有环境和工作制作提供了一个模型。因此,我们通过揭示专业在线社区的影响及其在专业化和在线人群工作中塑造支持性社会结构中的作用,扩大了以往对由家人和朋友组成的聚会环境的研究。
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引用次数: 1
Mitigating information asymmetry to acquire venture capital financing for digital startups in China: The role of weak and strong signals 缓解信息不对称为中国数字创业公司获得风险投资融资:弱信号和强信号的作用
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-06-02 DOI: 10.1111/isj.12452
Yuxue Yang, Yulin Fang, Nianxin Wang, Xiang Su

This paper addresses how weak and strong signals affect venture capital funding acquired by digital startups at their early stage in various industries of China. We also articulate the interaction mechanism of these strong and weak signals by demonstrating their complementary or substitutive effects in alleviating information asymmetry on startup quality, which can help digital startups secure venture capital financing. Drawing on signalling theory and institutional legitimacy theory, we introduce application (app) downloads as a novel strong signal that can reduce market legitimacy concerns, and previous-round venture capitalist reputation as a traditional strong signal that mitigates regulatory legitimacy concerns. We treat founders' startup and IT experience as weak signals, as they provide rhetorical and indirect information indicating a startup's potential to establish regulatory and market legitimacy. The study empirically investigates our hypotheses using data of 163 digital startups in various industries of China. Results confirm the positive relationships between strong signals and venture capital funding secured by a digital startup. Furthermore, signals of similar strength are found to complement each other's effects in certain situations, while strong signals can reduce the effects of weak signals on a digital startup's financing performance under specific conditions that create these mixed effects. Implications for digital startup research and practice as well as limitations and suggestions for future research are discussed.

本文探讨了弱信号和强信号如何影响中国各行业数字创业公司早期获得的风险投资资金。我们还阐明了这些强信号和弱信号的相互作用机制,展示了它们在缓解信息不对称对创业质量的影响方面的互补或替代作用,这可以帮助数字创业公司获得风险投资融资。根据信号理论和制度合法性理论,我们引入了应用程序下载作为一种新的强烈信号,可以减少市场合法性问题,并引入了上一轮风险投资家的声誉作为一种传统的强烈信号来减轻监管合法性问题。我们将创始人的创业和IT经验视为微弱信号,因为它们提供了修辞和间接信息,表明创业公司有可能建立监管和市场合法性。本研究使用中国各行业163家数字创业公司的数据对我们的假设进行了实证调查。研究结果证实了强信号与数字创业公司获得的风险投资资金之间的积极关系。此外,在某些情况下,强度相似的信号可以互补效应,而在产生这些混合效应的特定条件下,强信号可以减少弱信号对数字初创公司融资绩效的影响。讨论了对数字创业研究和实践的启示,以及对未来研究的局限性和建议。
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引用次数: 2
The spillover effects of online tourism platforms on sustainable development 在线旅游平台对可持续发展的溢出效应
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-05-23 DOI: 10.1111/isj.12448
Yuting Chen, Nan Zhang, Xiaokang Cheng

In recent years, the proliferation of self-established and third-party online tourism platforms has impacted the visitor economy and social welfare sustainably. Tourism enterprises face the key decision of whether to join third-party platforms or sell tourism services/products directly to consumers. Some researchers have addressed issues about online tourism platforms, but none analyse the internal mechanism and operational management, or the impact of the online tourism platform on sustainable economic growth and social welfare. To fill this gap, we establish an analytical model to explore the optimal tourism marketing and operational management of online tourism platforms for non-profit tourist attractions and for-profit tourism enterprises, which can help guide the decisions of managers. We construct a game-theoretical model in which competing tourism attractions can choose only solo or dual online tourism platform promotion. When competition on a third-party platform is intense, for-profit tourism enterprises benefit from dual platforms. We further illustrate that with high competition, non-profit tourist attractions provide higher social welfare when offering tourism products/services on both self-established and third-party tourism channels. However, with lower competition, third-party tourism platforms harm social welfare if the tourism service/product quality is extremely high or low. Under a decentralised structure, we find that related tourism enterprises prefer to follow and collaborate with their tourist attractions' channel selection when competition in the third-party platform is not fierce. This result indicates that a third-party tourism platform improves the visitor economy and social welfare if the tourist attraction collaborates with its tourism-related enterprises through the online tourism platform.

近年来,自建和第三方在线旅游平台激增,对游客经济和社会福利产生了持续影响。旅游企业面临着加入第三方平台还是直接向消费者销售旅游服务/产品的关键抉择。一些研究者探讨了在线旅游平台的相关问题,但没有人分析其内部机制和运营管理,也没有人分析在线旅游平台对可持续经济增长和社会福利的影响。为了填补这一空白,我们建立了一个分析模型,以探讨非营利性旅游景点和营利性旅游企业在线旅游平台的最佳旅游营销和运营管理,这有助于指导管理者的决策。我们构建了一个博弈理论模型,在该模型中,相互竞争的旅游景点可以只选择单方或双方在线旅游平台推广。当第三方平台竞争激烈时,营利性旅游企业会从双平台中获益。我们进一步说明,在竞争激烈的情况下,非营利性旅游景点在自建和第三方旅游渠道上提供旅游产品/服务时,会带来更高的社会福利。然而,在竞争较低的情况下,如果旅游服务/产品质量极高或极低,第三方旅游平台就会损害社会福利。在分散结构下,我们发现当第三方平台竞争不激烈时,相关旅游企业更倾向于跟随和合作其旅游景点的渠道选择。这一结果表明,如果旅游景点通过在线旅游平台与旅游相关企业合作,第三方旅游平台会提高游客经济和社会福利。
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引用次数: 0
Peering through the lens of high-reliability theory: A competencies driven security culture model of high-reliability organisations 透过高可靠性理论的镜头窥视:高可靠性组织的能力驱动的安全文化模型
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-05-17 DOI: 10.1111/isj.12441
Farkhondeh Hassandoust, Allen C. Johnston

To improve organisational safety and enhance security efficiency, organisations seek to establish a culture of security that provides a foundation for how employees should approach security. There are several frameworks and models that provide a set of requirements for forming security cultures; however, for many organisations, the requirements of the frameworks are difficult to meet, if not impossible. In this research, we take a different perspective and focus on the core underlying competencies that high-reliability organisations (HROs) have shown to be effective in achieving levels of risk tolerance consistent with the goals of a security culture. In doing so we draw on high-reliability theory to develop a Security Culture Model that explains how a firm's supportive and practical competencies form its organisational security culture. To refine and test the model, we conducted a developmental mixed-method study using interviews and survey data with professional managers involved in the information security (InfoSec) programs within their respective HROs. Our findings emphasise the importance of an organisation's supportive and practical competencies for developing a culture of security. Our results suggest that organisations' security cultures are a product of their InfoSec practices and that organisational mindfulness, top management involvement and organisational structure are key to the development of those practices.

为改善组织安全及提高保安效率,各组织须建立保安文化,为员工如何处理保安提供基础。有几个框架和模型为形成安全文化提供了一组需求;然而,对于许多组织来说,框架的要求很难满足,如果不是不可能的话。在本研究中,我们采取了不同的视角,并将重点放在高可靠性组织(hro)的核心潜在能力上,这些能力在实现与安全文化目标一致的风险承受水平方面是有效的。在此过程中,我们利用高可靠性理论开发了一个安全文化模型,该模型解释了公司的支持性和实践性能力如何形成其组织安全文化。为了完善和测试该模型,我们对参与信息安全(InfoSec)项目的职业经理人进行了一项发展混合方法研究,并对他们各自的人力资源办公室进行了访谈和调查。我们的研究结果强调了组织的支持性和实践能力对发展安全文化的重要性。我们的研究结果表明,组织的安全文化是其信息安全实践的产物,而组织的意识、高层管理的参与和组织结构是这些实践发展的关键。
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引用次数: 2
Satisfaction or gratitude? Exploring the disparate effects of physicians' knowledge sharing on patients' service evaluation in online medical consultations 满足还是感恩?探讨在线医疗咨询中医生知识共享对患者服务评价的不同影响
IF 6.4 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Pub Date : 2023-05-05 DOI: 10.1111/isj.12440
Hongying Tan, Xiaofei Zhang, Yefei Yang

The influence of physicians' knowledge sharing on patient satisfaction in online medical consultations (OMCs) has received extensive attention in recent years. However, patient gratitude in OMCs, another crucial outcome for physicians' knowledge sharing, has largely been overlooked. To address this gap, this study attempts to distinguish patient satisfaction from gratitude in OMCs and elucidate the relationship between the sharing process and outcomes. Drawing on the affect theory of social exchange, this study proposes a model that investigates the relative effects of physicians' informational and emotional support during the knowledge-sharing process on patient satisfaction and gratitude, as well as the contingent roles of physicians' professional seniority and patients' disease severity. The research model is tested by using data from a well-known online health platform in China. The results indicate that patient gratitude is associated with a more favourable service evaluation than satisfaction in OMCs. Physicians' informational support has a greater effect on patient satisfaction than emotional support, while emotional support has a greater effect on patient gratitude than informational support. Moreover, professional seniority and disease severity positively and negatively moderate the relationship between emotional support and patient gratitude, respectively. A survey-based experiment is also adopted to validate the research model with self-reported perceptual measures. This study contributes to the literature on patient gratitude, online healthcare service evaluation, knowledge sharing, and the affect theory of social exchange.

近年来,在线医疗咨询中医生知识共享对患者满意度的影响受到了广泛关注。然而,OMC中的患者感恩,医生知识共享的另一个关键结果,在很大程度上被忽视了。为了解决这一差距,本研究试图区分OMC中的患者满意度和感激之情,并阐明分享过程和结果之间的关系。基于社会交流的情感理论,本研究提出了一个模型,调查医生在知识共享过程中的信息和情感支持对患者满意度和感激之情的相对影响,以及医生的专业资历和患者疾病严重程度的偶然作用。该研究模型通过使用中国一个知名在线健康平台的数据进行了测试。结果表明,在OMC中,患者的感激与比满意度更有利的服务评价有关。医生的信息支持对患者满意度的影响大于情感支持,而情感支持对患者感恩的影响大于信息支持。此外,职业资历和疾病严重程度分别正向和负向调节情感支持和患者感激之间的关系。还采用了一项基于调查的实验,用自我报告的感知测量来验证研究模型。本研究对患者感恩、在线医疗服务评估、知识共享和社会交流情感理论等方面的文献做出了贡献。
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引用次数: 1
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