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Distance is the spice, but not the whole enchilada: Country-pair psychic distance stimuli and country fixed effects in a deep learning implementation of the trade flow model 距离是调味品,但不是全部:国家对心理距离刺激和国家固定效应在贸易流模型的深度学习实现中
IF 8.7 1区 管理学 Q1 BUSINESS Pub Date : 2023-10-10 DOI: 10.1016/j.ibusrev.2023.102201
Wolfgang Messner

Deep learning is used to analyze temporal trade flow data from 62 countries from 2017 to 2021. The model incorporates 63 explanatory country fixed effects and country-pair psychic distance stimuli. This advanced computer-age statistical approach goes beyond the limitations of traditional OLS regression. The model demonstrates that country fixed effects contribute at least as much to the variations in trade flows as do the distance-related factors. The study also shows that distance stimuli related to democracy, education, and religion do not negatively influence trade flows. Remarkably, the deep learning model can effectively train itself solely on country fixed effects. This prompts a reevaluation of the classic trade flow gravity model, which typically places heavy reliance on distance-related variables.

深度学习用于分析2017年至2021年62个国家的时间贸易流量数据。该模型包含63个解释性国家固定效应和国家对心理距离刺激。这种先进的计算机时代统计方法超越了传统OLS回归的局限性。该模型表明,国家固定效应对贸易流量变化的贡献至少与距离相关因素一样大。研究还表明,与民主、教育和宗教相关的距离刺激不会对贸易流动产生负面影响。值得注意的是,深度学习模型可以仅根据国家固定效应有效地训练自己。这促使人们重新评估经典的贸易流动重力模型,该模型通常严重依赖与距离相关的变量。
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引用次数: 0
Exploring multilevel data with deep learning and XAI: The effect of personal-care advertising spending on subjective happiness 用深度学习和XAI探索多层次数据:个人护理广告支出对主观幸福感的影响
IF 8.7 1区 管理学 Q1 BUSINESS Pub Date : 2023-10-10 DOI: 10.1016/j.ibusrev.2023.102203
Wolfgang Messner

International business research often links the cultural and institutional characteristics of countries to the features of the individuals inhabiting these countries. A distinct approach to analyzing such multilevel problems with deep learning and explainable artificial intelligence methods is presented, using country characteristics as explicit spatial coordinates. Deep learning is tolerant of noise and faults and can approximate arbitrarily complex mathematical structures by developing multiple abstractions. An applied example demonstrates the applicability of this approach by exploring the effect of personal-care advertising spending in 27 countries on the subjective happiness of 376,442 individuals, indicating a statistically significant positive effect, albeit with a trivial effect size.

国际商务研究经常将国家的文化和制度特征与居住在这些国家的个人特征联系起来。本文提出了一种独特的方法,利用国家特征作为明确的空间坐标,利用深度学习和可解释的人工智能方法来分析这种多层次问题。深度学习可以容忍噪声和错误,并且可以通过开发多个抽象来近似任意复杂的数学结构。通过探索27个国家的个人护理广告支出对376,442个人主观幸福感的影响,一个应用示例证明了这种方法的适用性,表明统计上显着的积极影响,尽管效应大小微不足道。
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引用次数: 0
A problematization review of export assistance: Debates and future directions 出口援助的问题化审查:辩论和未来方向
IF 8.7 1区 管理学 Q1 BUSINESS Pub Date : 2023-10-06 DOI: 10.1016/j.ibusrev.2023.102202
Eldrede T. Kahiya

This review problematizes literature on export assistance, one of the oldest and most significant topics in export research. Problematization embraces selective but broad literature, reflexivity, hermeneutical reading of text, and inclusion of the author’s voice. The sample comprises 95 studies published between 1968 and 2022. The review makes two critical contributions. First, it offers a synopsis of extant knowledge through an organizing framework which highlights the roles of governments, export promotion agencies, foreign trade offices and trade support institutions, in the design and deployment of onshore and offshore export assistance. In so doing, the review demonstrates that scholarship on export assistance can be summarized in four I’s – impetus, interventions, initiatives, and impact. Second, it uses two-sided non-refutational arguments to elaborate that while export assistance is possibly the most mature construct in export research, there are numerous unresolved questions. The areas of debate offer a platform for guiding practice and for setting an agenda for future studies.

这篇综述对出口援助这一出口研究中最古老和最重要的主题之一的文献进行了问题分析。问题化包括选择性但广泛的文学,反思,文本的解释性阅读,以及作者的声音。样本包括1968年至2022年间发表的95项研究。这篇评论有两个重要贡献。首先,它通过一个组织框架提供了现有知识的概要,该框架突出了政府、出口促进机构、外贸办事处和贸易支持机构在设计和部署陆上和海上出口援助方面的作用。在此基础上,本综述表明,有关出口援助的学术研究可以概括为四个I:推动力、干预措施、举措和影响。其次,它使用双边非反驳论据来阐述,虽然出口援助可能是出口研究中最成熟的结构,但仍有许多未解决的问题。辩论领域为指导实践和为今后的研究制定议程提供了平台。
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引用次数: 0
Chinese SMEs’ location choice and political risk: The moderating role of legitimacy 中国中小企业的区位选择与政治风险:合法性的调节作用
IF 8.7 1区 管理学 Q1 BUSINESS Pub Date : 2023-10-04 DOI: 10.1016/j.ibusrev.2023.102199
Zibang Chen, Axèle Giroud, Asmund Rygh, Xia Han

International business studies show that multinational enterprises generally invest in locations with fewer political risks, but that this may not always apply to emerging-market multinational enterprises, due to the specific characteristics of their home countries. In this paper, we examine the impact of political risk on the location decisions of Chinese small and medium-sized enterprises (SMEs), and explore the legitimacy of firms from China in different host countries as a moderator of the relationship between political risk and location choice. Our empirical investigation is based on an original database of 617 foreign direct investment (FDI) location-choice decisions made by 240 Chinese SMEs between 2006 and 2017. The results show that political risk deters Chinese SMEs from choosing certain locations, but political and economic legitimacy positively mitigate this relationship. Combining the political institutions approach and legitimacy-based view of political risk, we contribute novel insights into the role of legitimacy of firms from the same country of origin in emerging market SMEs’ strategic choices of FDI location.

国际商业研究表明,跨国企业一般会在政治风险较小的地区进行投资,但由于新兴市场跨国企业母国的特殊性,这一点并不总是适用于这些企业。在本文中,我们研究了政治风险对中国中小企业区位决策的影响,并探讨了中国企业在不同东道国的合法性作为政治风险与区位选择之间关系的调节因素。我们的实证调查基于一个原始数据库,该数据库收录了240家中国中小企业在2006年至2017年间做出的617项外商直接投资(FDI)区位选择决策。结果表明,政治风险会阻碍中国中小企业选择某些地点,但政治和经济合法性会积极缓解这种关系。结合政治制度方法和基于合法性的政治风险观点,我们对同一来源国企业的合法性在新兴市场中小企业外国直接投资地点战略选择中的作用提出了新的见解。
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引用次数: 0
An International Perspective on Corporate Social Responsibility, Investor Time Preferences, and Cost of Equity 企业社会责任、投资者时间偏好与股权成本的国际视角
IF 8.7 1区 管理学 Q1 BUSINESS Pub Date : 2023-10-04 DOI: 10.1016/j.ibusrev.2023.102194
Wolfgang Breuer, Till Trauzettel, Torbjörn Müller, Astrid Salzmann

For a sample of 25,749 international firm-year observations, we evaluate the relationship between shareholders’ time orientation, firms’ corporate social responsibility (CSR), and the cost of equity capital. We find evidence that patient institutional investors monitor the CSR strategy of the firms in which they invest to the extent that the CSR practices of these firms lower their cost of equity capital. Further analysis indicates that this effect is less pronounced when strong national institutions are in place, making monitoring by patient institutional investors unnecessary. Our results reinforce the idea that CSR can be beneficial by lowering the cost of capital as long as adequate control mechanisms are in place.

对于25,749个国际公司年度观察样本,我们评估了股东的时间取向,公司的企业社会责任(CSR)和股权资本成本之间的关系。我们发现有证据表明,耐心的机构投资者在一定程度上监督他们所投资公司的企业社会责任战略,这些公司的企业社会责任实践降低了他们的股权资本成本。进一步的分析表明,当强大的国家机构到位时,这种影响就不那么明显,而耐心的机构投资者的监测就没有必要了。我们的研究结果强化了这样一种观点,即只要适当的控制机制到位,企业社会责任就可以通过降低资本成本而受益。
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引用次数: 0
Sovereign wealth fund governance: A trade-off between internal and external legitimacy 主权财富基金治理:内部合法性与外部合法性之间的权衡
IF 8.7 1区 管理学 Q1 BUSINESS Pub Date : 2023-10-03 DOI: 10.1016/j.ibusrev.2023.102193
J. Amar , C. Lecourt

In this paper, we provide a better understanding of what drives sovereign wealth funds (SWFs) to improve their governance. Using the most recent SWF governance scoreboard from Maire et al. (2021), we estimate a fractional response model to determine whether SWF governance disclosure norms are driven by the search for internal or external legitimacy. Overall, we find that SWFs have better governance when they originate from democratic countries with high-quality, national governance. Our results also show that SWFs tend to have better governance quality when they need to acquire external legitimacy vis-à-vis the target company and its government. In particular, we find that SWFs have an incentive to improve their governance when they are sufficiently internationalized, when the amount of foreign assets invested abroad is sufficiently large or when the amount of shares acquired in developed countries is significant. These findings demonstrate how SWFs may proactively build legitimacy in host countries when they need to adapt their foreign entry strategies. Our results have important implications for understanding the determinants of SWF governance in general.

在本文中,我们更好地了解了是什么推动主权财富基金改善其治理。使用Maire等人(2021)的最新主权财富基金治理记分牌,我们估计了一个分数响应模型,以确定主权财富基金的治理披露规范是由寻求内部合法性还是外部合法性驱动的。总的来说,我们发现主权财富基金来自具有高质量国家治理的民主国家时,它们的治理效果更好。我们的研究结果还表明,当主权财富基金需要获得相对于目标公司及其政府的外部合法性时,它们往往具有更好的治理质量。特别是,我们发现,当主权财富基金充分国际化,当在国外投资的外国资产数量足够大,或者当在发达国家获得的股份数量很大时,它们有动机改善治理。这些发现表明,当主权财富基金需要调整其外国进入战略时,它们可以如何在东道国积极建立合法性。我们的研究结果对理解主权财富基金总体治理的决定因素具有重要意义。
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引用次数: 0
Exploring relational norms in exporter-importer product innovation co-development: A qualitative study 出口商-进口商产品创新共同发展的关系规范探讨:一个质的研究
IF 8.7 1区 管理学 Q1 BUSINESS Pub Date : 2023-10-03 DOI: 10.1016/j.ibusrev.2023.102197
Oksana Kantaruk Pierre , Raluca Mogos Descotes , José Pla-Barber

This research investigates the role of relational norms in facilitating importers' engagement in product innovation co-development with exporters. Through a qualitative approach, we conducted interviews with top managers of small and medium-sized enterprises (SMEs) involved in exporting activities in France. Guided by the theoretical framework of Relational Exchange Theory (Macneil, 1980; Dwyer et al., 1987), our study uncovers the significant potential for successful product innovation co-development when importers actively contribute as knowledge sources and co-developers. Additionally, we highlight the importance of cooperation, continuity expectations, and equity norms as external factors that shape the co-development process of new products between exporters and importers. By comprehending and embracing these relational norms, exporters can strengthen their collaborative endeavors with importers and effectively drive the co-development of innovative products.

本研究探讨关系规范在促进进口商与出口商参与产品创新共同开发中的作用。通过定性方法,我们对参与法国出口活动的中小型企业(sme)的高层管理人员进行了访谈。在关系交换理论的理论框架指导下(Macneil, 1980;Dwyer等人,1987),我们的研究揭示了当进口商作为知识来源和共同开发者积极贡献时,成功的产品创新共同开发的巨大潜力。此外,我们强调合作、连续性期望和公平规范作为影响出口商和进口商之间共同开发新产品过程的外部因素的重要性。通过理解和接受这些关系规范,出口商可以加强与进口商的合作努力,并有效地推动创新产品的共同开发。
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引用次数: 0
Operating in the middle-power position: Conceptualising the role of regional headquarters through loaned and owned power 在中等权力位置上运作:通过借用和拥有的权力概念化地区总部的作用
IF 8.7 1区 管理学 Q1 BUSINESS Pub Date : 2023-10-01 DOI: 10.1016/j.ibusrev.2023.102161
Kieran Conroy , Jens Gammelgaard , Stefan Jooss

This conceptual paper argues that the role and development of regional headquarters (RHQ) is dependent on and determined by intense power relations and political interactions with interdependent actors in the multinational enterprise (MNE). We demonstrate how studies to date on the RHQ have focused on exploring its bridging function as either administrative or entrepreneurial in managing trade-offs between global and local contexts. Equally, we suggest that research on MNE power and politics has concentrated on understanding the power dynamics that exist in the corporate headquarters (CHQ)-subsidiary relationship. By combining and enriching these disparate works of literature, we conceptualise how the RHQ role shapes, and in turn is shaped by, political struggles, diverging interests, and conflictual tensions at critical interfaces across the MNE. A novel contribution from our paper is the development of a typology that conceptualises how RHQ role variations are defined by the RHQ’s loaned power over subsidiaries as well as its owned power over CHQ.

本文认为,区域总部的作用和发展取决于并取决于跨国企业中相互依赖的行动者之间的强烈权力关系和政治互动。我们展示了迄今为止关于RHQ的研究如何集中于探索其在管理全球和地方背景之间的权衡方面作为行政或企业的桥梁功能。同样,我们建议对跨国公司权力和政治的研究集中在了解公司总部-子公司关系中存在的权力动态。通过结合和丰富这些不同的文学作品,我们可以理解RHQ的角色是如何形成的,反过来又是如何被跨国公司关键接口的政治斗争、利益分歧和冲突紧张所塑造的。我们论文的一个新颖贡献是发展了一种类型学,该类型学概念化了RHQ角色变化是如何由RHQ对子公司的借出权力以及它对CHQ的自有权力来定义的。
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引用次数: 0
Business failures in institutionally weak environments: An examination of Virgin Atlantic’s failed adventure in sub-saharan africa 制度薄弱环境下的商业失败:对维珍航空在撒哈拉以南非洲失败冒险的考察
IF 8.7 1区 管理学 Q1 BUSINESS Pub Date : 2023-10-01 DOI: 10.1016/j.ibusrev.2023.102146
Joseph Amankwah-Amoah , Yaw A. Debrah , Moses Acquaah

In view of the paucity of scholarly work on how conditions in weak institutional environments at organizational founding can persist leading to eventual international joint ventures (IJVs), this paper utilizes the case of Virgin Nigeria Airways to illuminate our understanding of the subject. Based on semi-structured interviews, we developed a four-phase model that demonstrates the persistent interactions of internal and external factors. The four phases are as follows: pre-formation resource mobilization, formation and embryonic challenges, decoupling and rebranding, and phasing out. Phase 1 highlights political and non-political activities geared towards venture formation and resource mobilization. Phase 2 focuses on the decoupling of functional activities and the loss of legitimacy in response to changing political and economic conditions in the country. Phase 3 sheds light on triggers for corporate rebranding activities resulting from loss of identity and legitimacy. In Phase 4, we highlight the dispute with the government that typified and culminated in the airline's demise. We identify and examine the implications of these findings.

鉴于缺乏关于组织成立时脆弱的制度环境如何持续导致最终的国际合资企业(IJVs)的学术工作,本文利用维珍尼日利亚航空公司的案例来阐明我们对这一主题的理解。基于半结构化访谈,我们开发了一个四阶段模型,该模型展示了内部和外部因素的持续相互作用。这四个阶段分别是:形成前资源动员、形成和胚胎挑战、脱钩和重塑、逐步淘汰。第一阶段着重于面向企业组建和资源调动的政治和非政治活动。第二阶段的重点是功能活动的脱钩和合法性的丧失,以应对该国不断变化的政治和经济条件。第三阶段揭示了由于身份和合法性的丧失而导致的企业品牌重塑活动的触发因素。在第四阶段,我们强调了与政府的争论,这是航空公司灭亡的典型和高潮。我们确定并检查这些发现的含义。
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引用次数: 0
Do technology-focused fast internationalizers’ performance measures change as they mature? 专注于技术的快速国际化者的绩效衡量标准会随着他们的成熟而改变吗?
IF 8.7 1区 管理学 Q1 BUSINESS Pub Date : 2023-10-01 DOI: 10.1016/j.ibusrev.2023.102168
Susan Freeman , Tiia Vissak , Niina Nummela , Ryan Trudgen

We examine how technology-focused innovation-based fast internationalizers’ (TIFIs’) performance measures change as they mature. Based on 42 interviews with Australian entrepreneurs and industry experts, we show that young TIFIs employ exploratory strategies for developing cutting-edge solutions and prefer using subjective measures for assessing their export performance. Later, becoming more complex organizations, employing exploitative strategies, they use additional objective, profit-based measures. The implications of destructive forces (e.g., COVID-19) to the performance of these firms were modest. Due to being digitally-based industry disruptors, they remain focused on innovation as the source of their independence and survival. Their creativity drives constant change/disruption to industries, requiring back-and-forth movement among exploratory and exploitative strategies, integrating subjective and objective performance measure simultaneously, as their new-to-the-world solutions are developed to withhold ‘creative destruction’ over time.

我们研究了以技术为中心、以创新为基础的快速国际化企业(tifi)的绩效指标如何随着它们的成熟而变化。基于对42位澳大利亚企业家和行业专家的访谈,我们发现年轻的外资企业采用探索性策略来开发前沿解决方案,并更喜欢使用主观指标来评估其出口绩效。后来,成为更复杂的组织,采用剥削策略,他们使用额外的目标,以利润为基础的措施。破坏性力量(如COVID-19)对这些公司业绩的影响不大。由于是基于数字的行业颠覆者,他们仍然专注于创新,作为他们独立和生存的源泉。他们的创造力不断推动行业的变化/破坏,需要在探索和利用策略之间来回移动,同时整合主观和客观的绩效衡量标准,因为他们的新解决方案是随着时间的推移而开发的,以阻止“创造性破坏”。
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引用次数: 0
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International Business Review
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