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Dealing with Common Method Variance in International Marketing Research 国际营销研究中常用方法差异的处理
IF 5.8 2区 管理学 Q1 BUSINESS Pub Date : 2021-09-01 DOI: 10.1177/1069031X21995871
H. Baumgartner, Bert Weijters
Common method variance (CMV) is an important concern in international marketing research because presumed substantive relationships may actually be due to shared method variance. Because method effects may vary systematically across cultures and countries, accounting for method effects in international marketing research is particularly critical. A systematic review of Journal of International Marketing articles published during a five-year period (2015–2019, N = 93) shows that (1) authors often report post hoc CMV tests but usually conclude that CMV is not an issue and (2) many post hoc tests are conducted using the Harman one-factor test and the marker variable technique, which have serious deficiencies for detecting and controlling CMV. Drawing on a classification and comparative evaluation of the most common statistical approaches for dealing with CMV, the authors recommend two approaches and propose a procedure for dealing with CMV in international marketing research. The procedure, which is based on multisample structural equation modeling, is illustrated with data from a cross-national pan-European survey (N = 11,970, 14 countries), which shows that even though method variance is present in the data, method effects do not seriously bias the substantive conclusions in this particular study.
共同方法方差(CMV)是国际市场营销研究中的一个重要问题,因为假定的实质性关系实际上可能是由于共享的方法方差。由于方法效应在不同文化和国家之间可能存在系统性差异,因此在国际营销研究中考虑方法效应尤为重要。对《国际市场营销杂志》5年期间(2015-2019年,N = 93)发表的文章的系统回顾表明,(1)作者经常报告CMV事后检测,但通常得出CMV不是问题的结论;(2)许多事后检测使用的是哈曼单因素检验和标记变量技术,这些技术在检测和控制CMV方面存在严重缺陷。在对处理巨细胞病毒最常见的统计方法进行分类和比较评价的基础上,作者推荐了两种方法,并提出了在国际营销研究中处理巨细胞病毒的程序。该程序基于多样本结构方程模型,并使用一项跨国泛欧洲调查(N = 11,970, 14个国家)的数据进行说明,该数据表明,尽管数据中存在方法方差,但方法效应不会严重影响本特定研究的实质性结论。
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引用次数: 19
Geometrical Measurement of Cultural Differences 文化差异的几何测量
IF 5.8 2区 管理学 Q1 BUSINESS Pub Date : 2021-09-01 DOI: 10.1177/1069031X211018452
Wolfgang Messner
Differences and similarities between countries, regions, and cultures lie at the core of international business, and they are often measured in the form of a distance index originally proposed by Kogut and Singh. Because research results using this index are ambivalent, critical observers have challenged the concept and proposed partial remedies in the form of a standardized Euclidean or Mahalanobis distance measure. This article suggests a different avenue, construes culture as a weight vector based on Hofstede’s cultural dimensions, and specifies a geometrical difference measurement using the angle of heterogeneity between two such vectors. Its performance is assessed using a mathematical simulation and an empirical example from the field of export marketing, which considers the effect of culture on bilateral export flows.
国家、地区和文化之间的差异和相似之处是国际商务的核心,它们通常以距离指数的形式衡量,该指数最初是由Kogut和Singh提出的。由于使用该指数的研究结果是矛盾的,关键的观察者挑战了这一概念,并提出了标准化欧几里得或马氏距离测量形式的部分补救措施。本文提出了一种不同的途径,将文化解释为基于Hofstede文化维度的权重向量,并指定了使用两个这样的向量之间的异质性角度的几何差异测量。本文使用数学模拟和出口营销领域的经验例子来评估其绩效,该领域考虑了文化对双边出口流量的影响。
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引用次数: 10
Introduction to the Special Issue on Data and Methodological Issues for New Insights in International Marketing 国际营销新见解的数据和方法论问题特刊介绍
IF 5.8 2区 管理学 Q1 BUSINESS Pub Date : 2021-09-01 DOI: 10.1177/1069031X211031507
K. Hewett, D. Lehmann
The proliferation of data and challenges facing firms to generate insights to meet changing customer needs and compete globally has heightened the necessity to apply appropriate methodologies. The unstructured nature of mobile, social media, and other sources of “big data” increasingly used by marketers can be particularly challenging in global marketing contexts in which consumers differ not only in terms of language, cultural norms, or tastes and preferences but also in terms of their access to or use of technology or particular digital platforms. In addition, the continued challenges due to differences in data availability and reliability, acceptability of different data collection methods, and respondent tendencies continue to pose difficulties for researchers in marketing. This special issue of the Journal of International Marketing (JIM) addresses current methodological issues for gaining new insights in international marketing and offers guidance for researchers facing these challenges. In introducing this special issue, we first offer a brief review of previous methods-related articles in JIM and then describe the goals and scope of this special issue.
数据的激增以及企业在产生见解以满足不断变化的客户需求和在全球竞争方面面临的挑战,增加了应用适当方法的必要性。营销人员越来越多地使用移动、社交媒体和其他“大数据”来源的非结构化性质,在全球营销环境中尤其具有挑战性,在这种环境中,消费者不仅在语言、文化规范或品味和偏好方面存在差异,而且在他们对技术或特定数字平台的访问或使用方面也存在差异。此外,由于数据可用性和可靠性、不同数据收集方法的可接受性以及受访者倾向的差异,持续存在的挑战继续给营销研究人员带来困难。《国际营销杂志》(JIM)的这期特刊探讨了当前在国际营销中获得新见解的方法论问题,并为面临这些挑战的研究人员提供了指导。在介绍本特刊时,我们首先简要回顾了JIM中以前与方法相关的文章,然后描述了本特刊的目标和范围。
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引用次数: 1
Consumer Stockpiling Across Cultures During the COVID-19 Pandemic COVID-19大流行期间不同文化的消费者储备
IF 5.8 2区 管理学 Q1 BUSINESS Pub Date : 2021-07-22 DOI: 10.1177/1069031X211037590
Iman Ahmadi, Johannes Habel, Miaolei Jia, Nick M. Lee, Sarah Wei
On March 11, 2020, the World Health Organization declared the COVID-19 (coronavirus) outbreak a pandemic. In the following days, media reports showed that consumers increasingly stockpiled groceries and household supplies. Interestingly, behavioral data show that this stockpiling exhibited considerable heterogeneity across countries. Building on cultural dimension theory, the authors theorize that this heterogeneity can be explained by countries’ cultural values: consumer stockpiling after the World Health Organization's announcement was more pronounced in countries whose residents show high uncertainty avoidance, low long-term orientation, low indulgence, and high individualism. The authors confirm these propositions using global mobility data from Google matched with country-level data on cultural values, pandemic reaction policies, and other key variables. This research note thereby integrates the previously disconnected literature on cultural dimension theory and consumer stockpiling in general, as well as provides new and significant knowledge about cross-cultural consumer behavior in crises. Furthermore, the authors provide actionable insights for international policy makers and business managers who aim to predict or control consumer stockpiling in future global crises to enhance consumer well-being.
2020年3月11日,世界卫生组织宣布COVID-19(冠状病毒)疫情为大流行。在接下来的几天里,媒体报道显示,消费者越来越多地囤积食品杂货和家庭用品。有趣的是,行为数据显示,这种储备在各国之间表现出相当大的异质性。在文化维度理论的基础上,作者认为这种异质性可以用国家的文化价值观来解释:在世界卫生组织宣布后,在居民表现出高度不确定性规避、低长期导向、低放纵和高度个人主义的国家,消费者囤积更为明显。作者利用谷歌的全球人口流动数据与国家层面的文化价值观、流行病应对政策和其他关键变量数据相匹配,证实了这些观点。因此,本研究报告整合了之前关于文化维度理论和消费者储备的文献,并提供了关于危机中的跨文化消费者行为的新的重要知识。此外,作者还为旨在预测或控制未来全球危机中的消费者库存以提高消费者福祉的国际政策制定者和业务经理提供了可操作的见解。
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引用次数: 25
Trust Propensity Across Cultures: The Role of Collectivism 跨文化的信任倾向:集体主义的作用
IF 5.8 2区 管理学 Q1 BUSINESS Pub Date : 2021-07-19 DOI: 10.1177/1069031X211036688
Stanford A. Westjohn, Peter R. Magnusson, George R. Franke, Yi-Ting Peng
Does collectivism influence an individual’s willingness to trust others? Conflicting empirical results from previous research and the role of trust in international marketing make this question important to resolve. The authors investigate this question across cultures and at the individual level with four studies using multiple methods. Study 1 establishes correlational evidence between societal-level collectivism and individual-level trust propensity with results from a multilevel analysis of data from over 6,000 respondents in 36 countries. Study 2 offers an individual-level analysis using the trust game, introducing a more rigorous behavioral outcome variable. Study 3 contributes causal evidence at the individual level based on experiments in both the United States and China and offers evidence of social projection as the explanatory mechanism. Finally, Study 4 demonstrates managerial relevance by using advertising to prime collectivism and assessing its effect on trust in the firm.
集体主义是否会影响个人信任他人的意愿?先前研究的实证结果与信任在国际营销中的作用相矛盾,这使得这个问题很难解决。作者使用多种方法进行了四项研究,在不同文化和个人层面上调查了这个问题。研究1通过对36个国家6000多名受访者的数据进行多层次分析,建立了社会层面的集体主义和个人层面的信任倾向之间的相关性证据。研究2使用信任博弈提供了一个个人层面的分析,引入了一个更严格的行为结果变量。研究3基于美国和中国的实验,在个人层面提供了因果证据,并提供了社会投射作为解释机制的证据。最后,研究4通过使用广告来激发集体主义,并评估其对公司信任的影响,证明了管理相关性。
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引用次数: 11
Unbundling the Effects of Internationalization on Firm Performance in Emerging Economies: The Moderating Effects of Strategic Resource Decisions 国际化对新兴经济体企业绩效的影响:战略资源决策的调节作用
IF 5.8 2区 管理学 Q1 BUSINESS Pub Date : 2021-07-07 DOI: 10.1177/1069031X211030686
Nilay Bıçakcıoğlu-Peynirci, R. Morgan
The authors investigate how strategic resource decisions—regarding slack resources and strategic marketing ambidexterity—influence the relationship between internationalization and firm performance of emerging-market firms. Drawing on the resource-based view, the authors synthesize two dominant, yet divergent, perspectives that explain the respective resource slack advantages and liabilities in the internationalization literature: the flexible capacity and the efficient capacity perspectives. They also explore the moderating role of strategic marketing ambidexterity, which comprises a bundle of marketing activities covering both exploitation-dominant actions and exploration-dominant actions. The authors empirically examine the hypothesized relationships with data from a sample of 1,683 firm-year observations for the period between 2005 and 2018 and find that distinct forms of resource slack have contrasting effects on the relationship between internationalization and performance. The results provide strong evidence for a positive moderation effect of unabsorbed slack resources and a negative moderation effect of absorbed slack resources on the internationalization–performance relationship. The authors also find a nonsignificant moderating effect of strategic marketing ambidexterity, demonstrating that internationalization results in higher firm performance regardless of the firm’s exploration-dominant or exploitation-dominant strategic emphasis in emerging economies.
本文研究了新兴市场企业的战略资源决策(关于闲置资源和战略营销的二元性)如何影响国际化与企业绩效之间的关系。在资源基础观点的基础上,作者综合了两种占主导地位但又存在分歧的观点来解释国际化文献中各自的资源松弛优势和劣势:灵活能力观点和有效能力观点。他们还探讨了战略营销双元性的调节作用。战略营销双元性包括一系列营销活动,包括开发主导行为和探索主导行为。作者利用2005年至2018年期间1683个公司年度观察样本的数据对假设的关系进行了实证检验,发现不同形式的资源松弛对国际化与绩效之间的关系产生了截然不同的影响。研究结果有力地证明了未吸收的闲置资源对国际化-绩效关系具有正向调节作用,而已吸收的闲置资源对国际化-绩效关系具有负向调节作用。作者还发现战略营销双元性的调节作用不显著,这表明无论企业在新兴经济体中的战略重点是探索主导型还是利用主导型,国际化都会导致更高的企业绩效。
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引用次数: 5
Revisiting Middle-Class Consumers in Africa: A Cross-Country City-Based Investigation Outlining Implications for International Marketers 重新访问非洲的中产阶级消费者:一项基于城市的跨国调查,概述了对国际营销人员的影响
IF 5.8 2区 管理学 Q1 BUSINESS Pub Date : 2021-06-11 DOI: 10.1177/1069031X211028589
Tendai Chikweche, James Lappeman, Paul Egan
This article reports on a cross-country city-based investigation that profiles the middle class in Africa and distinguishes discrete segments that demonstrate the importance of heterogeneity when studying the middle class. The authors identify three distinct middle-class segments by administering both qualitative and quantitative questionnaires across ten cities. They explore consumer behavior–related factors, such as lifestyle and purchasing, to answer calls to provide more marketing insight into the African middle class. The discussion also outlines theoretical and managerial implications.
本文报告了一项基于城市的跨国调查,该调查概述了非洲的中产阶级,并区分了在研究中产阶级时证明异质性重要性的离散部分。作者通过对10个城市进行定性和定量问卷调查,确定了三个不同的中产阶级群体。他们探索与消费者行为相关的因素,如生活方式和购买行为,以回应对非洲中产阶级提供更多营销见解的呼吁。讨论还概述了理论和管理意义。
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引用次数: 3
Local Impact of Global Crises, Institutional Trust, and Consumer Well-Being: Evidence from the COVID-19 Pandemic 全球危机的局部影响、机构信任和消费者福祉:来自COVID-19大流行的证据
IF 5.8 2区 管理学 Q1 BUSINESS Pub Date : 2021-05-20 DOI: 10.1177/1069031X211022688
Vasileios Davvetas, Aulona Ulqinaku, Gulen Sarial Abi
Global crises have become increasingly more frequent and consequential. Yet the impact of these crises is unevenly distributed across countries, leading to discrepancies in (inter)national crisis-regulating institutions’ ability to uphold public trust and safeguard their constituents’ well-being. Employing the paradigm of citizens as customers of political institutions, drawing on attribution and sociopolitical trust theories, and using the COVID-19 pandemic as an empirical context, the authors investigate how consumers’ relative perceptions of local impact following a global crisis affect the psychological processes of institutional trust formation and consumer well-being. Conducting one survey-based study in two countries affected disproportionately by the pandemic’s first wave (the United States and Greece) and one experimental study in a third country (Italy) during the pandemic’s second wave, the authors find that institutional trust declines more in countries whose citizens hold perceptions of higher relative local impact following a global crisis; institutional blame attributions explain trust erosion; institutional distrust decreases consumer well-being and adherence to institutional guidelines; consumers’ globalization attitudes immunize international institutions from blame and distrust; and political conservatives transfer blame and distrust from national to international institutions amid global crises. The findings enrich the institutional branding and trust literatures and have implications for stakeholders involved in global crisis management (e.g., policy makers, political marketers, institutional brand managers).
全球危机变得越来越频繁和严重。然而,这些危机的影响在各国之间分布不均,导致(国家间)危机监管机构维护公众信任和保障选民福祉的能力存在差异。作者采用公民作为政治机构客户的范式,借鉴归因和社会政治信任理论,并以新冠肺炎疫情为实证背景,研究消费者在全球危机后对当地影响的相对认知如何影响机构信任形成和消费者福祉的心理过程。在受第一波疫情影响过大的两个国家(美国和希腊)进行了一项基于调查的研究,在第二波疫情期间在第三国(意大利)进行了另一项实验研究,作者发现,在公民认为全球危机后相对地方影响更大的国家,机构信任下降得更多;制度责任归因解释信任侵蚀;制度上的不信任降低了消费者的幸福感和对制度指导方针的遵守;消费者的全球化态度使国际机构免受指责和不信任;在全球危机中,政治保守派将指责和不信任从国家机构转移到国际机构。研究结果丰富了机构品牌和信任文献,并对参与全球危机管理的利益相关者(如政策制定者、政治营销人员、机构品牌经理)具有启示意义。
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引用次数: 9
The Fresh Start Mindset: A Cross-National Investigation and Implications for Environmentally Friendly Global Brands 新的开始心态:对环保全球品牌的跨国调查及其启示
IF 5.8 2区 管理学 Q1 BUSINESS Pub Date : 2021-05-16 DOI: 10.1177/1069031X211021822
Yuliya Strizhakova, Robin A. Coulter, Linda L. Price
This research situates the fresh start mindset—the consumer belief that people can make a new start, get a new beginning, and chart a new course in life—within the neoliberal global milieu and examines the fresh start mindset cross-nationally and as a predictor of interest in environmentally friendly global brands. Theoretically, the authors argue that the fresh start mindset is associated with globally focused beliefs (global identity and environmental consciousness) and globally relevant psychographic characteristics and is predictive of consumer interest in environmentally friendly global brands. Study 1, conducted in countries with varying sociohistorical-cultural trajectories (United States, Mexico, Russia), establishes cross-nationally: (1) a valid fresh start mindset scale; (2) positive relationships between the fresh start mindset and globally focused beliefs as well as personal beliefs and traits (growth mindset, optimism, future focus); (3) that travel abroad, social media use, and religion predict the fresh start mindset; and (4) that the fresh start mindset predicts consumer interest in a global brand’s environmentally friendly product. Study 2 provides additional evidence that the fresh start mindset predicts consumer interest in environmentally friendly global brands. Findings indicate the fresh start mindset is an important targeting characteristic for managers of environmentally friendly global brands.
这项研究将新开始心态——消费者相信人们可以在新自由主义的全球环境中开始新的开始,开始新的生活,规划新的人生道路——置于新自由主义全球环境中,并在全国范围内考察了新开始心态,并将其作为对环保全球品牌感兴趣的预测因素。从理论上讲,作者认为,新开始的心态与全球关注的信念(全球认同和环境意识)和全球相关的心理特征有关,并预测消费者对环保全球品牌的兴趣。研究1在具有不同社会历史文化轨迹的国家(美国、墨西哥、俄罗斯)进行,建立了跨国家的:(1)有效的新开始心态量表;(2) 新开始心态与全球关注的信念以及个人信念和特质(成长心态、乐观主义、对未来的关注)之间的积极关系;(3) 出国旅行、社交媒体的使用和宗教预示着新的开始心态;以及(4)新开始的心态预测了消费者对全球品牌环保产品的兴趣。研究2提供了额外的证据,表明新开始的心态可以预测消费者对环保全球品牌的兴趣。研究结果表明,对于环保全球品牌的管理者来说,重新开始的心态是一个重要的目标特征。
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引用次数: 9
The Antecedents and Consequences of Local Product-Ethnicity Perception—A Study of an Asian Advanced Emerging Market 本土产品民族认知的前因后果——以亚洲先进新兴市场为例
IF 5.8 2区 管理学 Q1 BUSINESS Pub Date : 2021-03-26 DOI: 10.1177/1069031X211009215
C. Fong, Hsing-Hua Stella Chang, Hui-Wen Wang
Although local product ethnicity (local PE) can serve as a key factor in explaining home country biases in local product superiority, this construct has been ignored since it was introduced. To address this limitation, this article proposes a four-phase research model (identifying consumer characteristics, constructing product category schema, categorizing local PE, and evaluating local vs. foreign products) to examine the antecedents and consequences of local PE in an Asian advanced emerging market, which is argued to be a more appropriate context (e.g., more evenly distributed local PE and nonlocal PE categories and coexistence of local and Western product superiority) than developed countries or less-developed emerging markets for this study. Regarding antecedents, the authors identify factors related to consumers’ experiences, information searching, and cognitive bases that can affect their construction of structured knowledge (schemas) about local products within particular categories. Specifically, local embeddedness of product categories is introduced to capture consumer knowledge about strong connotations stereotypically linking the local country to particular categories. As for consequences, the authors compare consumer evaluations of local versus developed-country products/services between local PE and nonlocal PE categories. Four surveys were conducted to empirically examine the model of local PE. The results support the hypotheses.
尽管本地产品种族(local PE)可以作为解释本地产品优势中母国偏见的关键因素,但自引入以来,这一概念一直被忽视。为了解决这一局限性,本文提出了一个四阶段的研究模型(识别消费者特征、构建产品类别模式、对本地PE进行分类以及评估本地与外国产品),以检验本地PE在亚洲先进新兴市场中的前因和后果,这被认为是一个比发达国家或欠发达新兴市场更适合本研究的背景(例如,更均匀分布的本地PE和非本地PE类别以及本地和西方产品优势的共存)。关于前因,作者确定了与消费者的体验、信息搜索和认知基础相关的因素,这些因素可能会影响他们对特定类别中本地产品的结构化知识(图式)的构建。具体而言,引入产品类别的本地嵌入性,以获取消费者关于将本地国家与特定类别刻板联系起来的强烈含义的知识。至于后果,作者比较了本地PE和非本地PE类别对本地和发达国家产品/服务的消费者评价。通过四项调查对当地PE模型进行实证检验,结果支持了上述假设。
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引用次数: 3
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Journal of International Marketing
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