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This study aims to draw on cue utilization and irradiation theories to: determine the extent to which country-of-origin image and its sub-dimensions exert an aggregate and relative influence on consumer brand evaluations; and identify the contextual and methodological factors that account for between-study variance in the focal relationship.

A random-effects model was used to examine 166 empirical articles encompassing 499,563 observations, and 282 effect sizes from 1984 to 2020 using Comprehensive Meta-Analysis software.

Results show that country-of-origin image has a positive, moderate effect on consumer brand evaluations. Moreover, findings reveal that each dimension of country-of-origin image – general country image, general product country image, specific product country image and partitioned country image – significantly influences consumer brand evaluation, but the effect of general product country image is the largest. What’s more, the aggregate impacts of country-of-origin image on consumer brand evaluation – brand commitment, brand-specific associations and general brand impressions – show that the effect on brand commitment is the largest. Finally, findings show that contextual factors (brand source, product sector, culture [individualism vs collectivism], brand origin continents and respondents’ continent) and methodological factors (cues, sampling unit, publication year and sample size) significantly account for between-study variance.

This study provides the first meta-analytic review of the relationship between country-of-origin image and consumer brand evaluation to help clarify mixed findings and balance out the literature, which has only seen quantitative reviews on product evaluation and purchase decisions.

The rapid innovation of artificial intelligence (AI) technology promotes the prosperity of the AI product market. However, consumers seem to have negative attitudes (e.g. prejudice, aversion) toward AI products and services. Those negative attitudes are rooted in the fear that AI might replace humans. The authors thus propose that turning the image of AI from substitutes to facilitators can alleviate identity threat perception. This paper aims to examine how the image of AI products (facilitators vs substitutes) influences consumer evaluation and explores the underlying mechanism and boundary conditions.

This study uses four experiments with between-subjects designs to investigate whether the image of AI products (facilitators vs substitutes) will affect consumer evaluation in specific consumption and service scenarios. The same products (or services) were manipulated as “substitute” or “facilitator” through advertisement slogans. Participants were randomly assigned to a condition and read the advertisement, then they reported their evaluation. The mediator perceived identity threat and the moderator preconceived perceptions of AI risks were measured by scales. The moderator, self-affirmation, was manipulated through the instruction of the experiment.

This study demonstrates that consumers give higher evaluation of AI products in the image of the facilitator than in the image of the substitute (Study 1). The underlying mechanism is that the perceived identity threat caused by “facilitator” products is lower than “substitute” products (Study 2). The effect of AI image is moderated by consumers’ preconceived perceptions of AI risks (Study 3) and self-affirmation (Study 4). Specifically, for consumers who have a strong AI risk-perception, this effect exists, but it disappears for consumers who have a weak AI risk perception. When consumers are given a strong self-affirmation, the negative impact of the “substitute” image disappears.

This paper analyzes the psychological root of consumers’ negative evaluation of AI technology from the perspective of AI’s image. The proposed typology of “substitutes” and “facilitators” helps expand the vision on brand/product image and enriches the research on consumer self-identity in today’s highly informatized market. The findings shed light on how to choose appropriate image for AI products, which will be crucial for increasing consumers’ acceptance of AI products.

It is critical to understand how global consumers evaluate the quality of Asian products while marketing Asian products in the global marketplaces. The purpose of this paper is to examine the impact of Korea’s macro and micro country image and global consumers’ materialism level on the quality evaluation of Korean cosmetics among consumers in four countries.

Data from 900 participants were collected from consumers aged 20 or older living in economically developed countries (the USA and France) and economically developing countries (China and Vietnam) via professional online survey firms. Multiple regression analyses were used to analyze the data.

Along with the direct effect of macro and micro country image and materialism on product quality evaluation, a moderating effect of materialism and the respective country was discovered. Subsequently, the effect of macro country image on quality evaluation was found to be only significant in the USA and France and not in China and Vietnam. In contrast, the impact of micro country image was robust across all four countries. Furthermore, the effect of materialism on product quality was significant only in Vietnam. This implies that materialistic consumers in emerging markets might have favorable perceptions regarding the quality of Korean cosmetics.

This study advances country image research by providing new theoretical and managerial implications for countries whose image is less distinctive with respect to the effective marketing of products by the destination countries’ development status and consumers’ familiarity.

Halal markets are rapidly growing in terms of market size and global coverage; therefore, there is a critical demand to have a deeper understanding of the consumption behavior of Muslim consumers. This study aims to explore the influence of using the Halal logo on Muslim consumers’ attitudes toward food products using the neuroscience technology of functional magnetic resonance imaging (fMRI).

The theory of planned behavior represents the foundation of this research, where consumer attitudes during an fMRI experiment were evaluated based on two different groups of images: images of just the Halal logo and images of meat labeled with the Halal logo. The study used the blocked design approach to track brain responses produced from displaying the two groups of images to study participants, where brain activity represents participants’ attitudes toward selecting the products.

There were no significant variations in brain activity when participants viewed Halal and non-Halal logos; in contrast, there were significant brain changes in the ventromedial prefrontal cortex region when meat images were labeled with Halal and non-Halal logos. This suggests that the Halal logo only has an influence on perception when it co-occurs with a product.

Tracking Muslim consumption patterns is important for managers to be able to establish strategies to target Muslim consumers. This study uses a unique technique to study the behavioral attitude of a rapidly growing market segment, which can help marketing managers tailor their advertisement strategies to be more effective.

Previous research on the consumption of Halal products uses conventional approaches to study the influence of the Halal logo; however, to the best of the authors’ knowledge, this study is the first to explore the influence of the Halal logo on Muslim consumers’ attitudes using fMRI technology.

The purpose of this paper is to facilitate and clarify the perceptions of Spanish consumers towards China, its people, and its products, while outlining the overall contemporary Chinese product-country image (PCI) within the Spanish market.

A 52-item construct was adapted from former PCI scales from cross-cultural equivalence, including “country image”, “personal image”, “product image”, “general knowledge about China”, and “personal data”. Overall, 215 valid structured questionnaires were gathered.

The current study provides: a PCI literature review; hypotheses results concerning Spanish citizens’ views of Chinese products’ price, quality, technicality, inventiveness, and known brands concepts; descriptive statistics and results graphs for each of the PCI sections; and correlations of other variables with the five product image variables within the construct.

Implementing standardized, longitudinal consumer studies that facilitate better comprehension of PCI evolution within a specific market emerged as a future research agenda.

The data informed both the Chinese public and private organizations’ managers of the importance of adapting to the market and non-market environments within Spain to avoid the liability of country of origin effect.

This paper aims to explore the moderating role of materialism in the relationship between country image and product preference with particular reference to emerging economies.

Young consumers from a UK university were surveyed on their intention to buy three categories of products from six countries.

The findings show that the moderating role of materialism in the relationship between country image and product preference is contingent upon the type of product. Specifically, the results show that the effect of materialism as a negative moderator is very pronounced for high value products from emerging economies and less pronounced for low value products from emerging economies.

The findings highlight the role of materialism in purchasing behaviour and buyers' perceptions towards goods from emerging economies.

The findings show that materialism among consumers could be a major stumbling block for multinationals from emerging economies to enter markets in developed countries. The results suggest that multinationals from emerging economies should under‐emphasize the country of origin when marketing to young consumers high in materialism.

This is the first paper that examines the moderating effects of materialism in the relationship between country image and product preference on products from emerging economies.

The purpose of this paper is to clarify the three‐way interaction among product‐country image, product‐origin congruency and product involvement on consumers' product‐related evaluations and purchase intentions.

Data were gathered from 388 consumers in Australia across four different product classes. Data analysis was conducted using hierarchical regression analysis with three‐way interactions and a novel post hoc slope analysis is introduced to the marketing area.

Overall, the study findings suggest that the importance that consumers place on country‐of‐origin (COO) image when they evaluate products is contingent on the product context. Specifically, the study findings show that product‐country image, product‐origin congruency and product involvement interact on product evaluations and intentions such that product‐origin congruency plays a differentiating role for consumers in a low involvement situation, but a neutral role for consumers in a high involvement situation. Therefore, when a company deals with less‐involved customers, the COO image and the congruency of the product origins are particularly important issues. Conversely, when a company deals with more product‐involved customers, product‐origin congruency has no differential influence on their product evaluations and behavioural intentions to purchase.

An important extension to past research in the area is to provide analyses of the joint effects which may be different from their roles when investigated separately. The present paper represents the first empirical investigation of the three‐way interaction of product‐origin image, product‐origin congruency and product involvement on consumers' product‐related evaluations and behavioural intentions. Furthermore, the paper presents the first application in marketing research of a novel method for analysing three‐way interaction slopes.

This study aims to examine the relation between the purchase intention of Peruvian maca and each of the following variables: Peru’s country image, maca’s product image, Peru’s country familiarity and maca’s product familiarity.

To compile primary information, a survey of closed questions was applied to students in two countries with different levels of familiarity with Peru: France and the USA.

There is a direct association between the studied variables in the cases where the foreign consumer has a high familiarity with Peru. Similarly, there is a positive association between maca’s product image, Peru’s country familiarity and maca’s product familiarity with the consumer purchase intention of maca from Peru in the cases where the consumer has low familiarity with Peru.

The characteristics of the sample did not allow to analyze the purchase intention according to gender, age and socioeconomic level.

This study provides innovative insights to design international marketing strategies for Peruvian maca entrepreneurs and export promotion policies to policymakers, to support them to overcome the increase of the global competitive environment of maca.

The paper helps maca producers and exporters to develop international marketing strategies to position their maca products in markets with high or low familiarity with Peru.

The uniqueness of this paper is based on the study of the purchase intention of agricultural products such as maca, which is a developing product available in Peru.

This paper aims to test the general validity of a hierarchical model of country image conceptualizations across countries that differ in socio-economic development and distance to the exporting country.

Representative consumer samples in Germany, France, China and Thailand (N ∼ 1,000 per country) completed an online survey on three levels of country image regarding Denmark and attitudes towards buying an organic food product from Denmark. Data were analyzed using confirmatory factor analysis and structural equation modelling.

The hierarchical country image model fitted the data well in the two European countries, but not in the two Asian countries. It appears that the hierarchical relationships proposed by the model require a high level of familiarity with and knowledge of the origin country and the product type.

The application scope of the model is considerably narrower than implied by earlier research. Further research should combine data from a number of sources to investigate the model’s application further.

Exporters must pay attention to both the general image of their country and the image of their country with regard to their specific product category, as this impacts consumer product evaluations.

International trade and the success of export strategies ultimately depend on consumer acceptance in importing countries. This study demonstrates how consumer perception of imported products is affected by the exporting country’s image, which may be more or less elaborate and differentiated. It gives exporters new insight into how they can make their marketing effective when entering markets.

The pupose of this paper is to investigate consumers' behavior in emerging countries. In particular, it simultaneously assesses the effects of country image and country‐of‐origin's image on consumers' uncertainty, aspiration and purchasing intention of high‐tech products.

Based on a sample of 479 Chinese consumers, structural equation modeling was used to test the hypothesized relationships.

Results show that compared to country‐of‐origin, country's image is a more effective tool in reducing consumers' uncertainty and increasing their aspiration to purchase high technology products. Contrary to country's image, however, country‐of‐origin's image plays a considerable role in influencing the product image.

The major role of a country‐of‐origin is to influence product image while that of country's image is to increase consumers' aspiration to acquire its product and diminish their uncertainty and hesitation about buying the product. In other words, the image of a product is much more prone to the effect of country‐of‐origin's image than country's image.

Marketers should understand that consumers in emerging countries are ambivalent when they consider the purchase of complex products. On the one hand, highlighting the country image can contribute in alleviating consumers' uncertainty and increasing their aspiration to purchase sophisticated and complex products. On the other hand, promoting the country‐of‐origin's image can prove an effective means to improve product image in emerging markets.

Most of the previous studies have focused on one of the two concepts (i.e. country's image or country‐of‐origin), interchangeably used both of them, and relatively ignored their simultaneous impact on consumer behavior. The present study has tried to address this shortfall through simultaneously studying their influences on product image and consumer purchase intention; and highlighting their differential impacts.