Consumer Attitudes Toward Marketplace Globalization Scale

1. Abstract

The Consumer Attitudes Toward Marketplace Globalization Scale (CATMG) is a psychometrically validated, multidimensional instrument developed by Dana L. Alden, Jan-Benedict E.M. Steenkamp, and Rajeev Batra (2006) to systematically capture consumer sentiments toward the worldwide integration of consumer markets. While prior measurement literature predominantly assessed individual biases toward imported versus domestic goods (e.g., via consumer ethnocentrism constructs like the CETSCALE) or examined corporate branding strategies (e.g., global consumer culture positioning), the CATMG addresses the macro-level structural phenomenon of marketplace globalization itself. The instrument comprises 15 items uniformly distributed across three distinct latent dimensions: Global Openness (5 items), Cultural Threat Perception (5 items), and Economic Threat Perception (5 items). Each item is evaluated along a 7-point Likert scale ranging from 1 (“Strongly Disagree”) to 7 (“Strongly Agree”).

Extensive cross-national validation spanning developed, emerging, and transitioning economies—including the United States, South Korea, India, and subsequent cohorts in Western Europe, Latin America, and East Asia—demonstrates that the CATMG possesses robust psychometric properties. Confirmatory factor analyses (CFA) have consistently confirmed configural and metric measurement invariance across diverse cultural contexts, establishing its utility for comparative international research. Internal consistency estimates across subscales routinely exceed standard psychometric thresholds (Cronbach’s alpha and composite reliability coefficients typically range between .78 and .91). Nomological validity is supported through differential pathways: Global Openness correlates positively with cosmopolitanism, universalism, and global consumer identity, whereas Cultural and Economic Threat Perceptions align closely with national identity centrality, consumer ethnocentrism, and protectionist tendencies. This article provides a comprehensive psychometric and theoretical analysis of the CATMG, detailing its structural parameters, empirical applications, and methodological administration.

2. Keywords

Consumer Attitudes Toward Marketplace Globalization Scale, CATMG, Global Openness, Cultural Threat Perception, Economic Threat Perception, Consumer Ethnocentrism, Psychometrics, Measurement Invariance, Cross-Cultural Psychology, Consumer Culture Theory, Cosmopolitanism, International Marketing.

3. Authors

The CATMG was conceptualized, operationalized, and cross-nationally validated by three prominent scholars in international marketing, consumer psychology, and psychometric methodology:

• Dana L. Alden, Ph.D.: William R. Johnson, Jr. Distinguished Professor of Marketing at the Shidler College of Business, University of Hawai‘i at Mānoa. Dr. Alden’s research specializes in global consumer culture, cross-cultural consumer behavior, and international advertising strategy.
• Jan-Benedict E.M. Steenkamp, Ph.D.: Knox Massey Distinguished Professor of Marketing at the Kenan-Flagler Business School, University of North Carolina at Chapel Hill. Renowned globally for his contributions to quantitative marketing research, psychometrics, structural equation modeling, measurement invariance, and global brand management.
• Rajeev Batra, Ph.D.: S.S. Kresge Professor of Marketing at the Stephen M. Ross School of Business, University of Michigan, Ann Arbor. Dr. Batra is widely recognized for his theoretical and empirical work on emotional advertising, brand equity, consumer-brand relationships, and marketing in emerging markets.

4. Purpose

The fundamental purpose of the Consumer Attitudes Toward Marketplace Globalization Scale is to provide a theoretically grounded, reliable, and valid metric for assessing how individuals conceptualize, evaluate, and emotionally respond to the pervasive globalization of consumer markets. For several decades, empirical investigations in international business and cross-cultural consumer psychology operated under an operational constraint: researchers conflated consumer hostility toward foreign products with systemic resistance to structural globalization, or they assumed that preference for global brands was merely the inverse of nationalism.

Prior to the introduction of the CATMG, the standard metric for examining resistance to foreign products was the Consumer Ethnocentric Tendencies Scale (CETSCALE), introduced by Shimp and Sharma in 1987. While the CETSCALE successfully captures the moral obligation felt by domestic consumers to purchase locally made goods to protect domestic jobs, it focuses narrowly on product origin. It does not measure attitudes toward the broader socio-structural transformations brought about by globalization, such as the convergence of retail environments, the proliferation of multinational media, the homogenization of urban cultural landscapes, or the systemic influx of transnational capital and corporate entities.

Alden, Steenkamp, and Batra (2006) recognized that consumer reactions to globalization are multifaceted, nuanced, and inherently dialectical. A consumer might simultaneously celebrate the availability, technological sophistication, and quality of multinational brands (manifesting high Global Openness) while harboring severe anxieties regarding the erosion of indigenous cultural traditions (manifesting high Cultural Threat Perception) or the demise of domestic manufacturing hubs (manifesting high Economic Threat Perception). The CATMG was engineered specifically to disentangle these distinct cognitive and affective dimensions, enabling researchers to measure the multifaceted spectrum of globalization attitudes without reducing them to a single pro-versus-anti-foreign continuum.

In applied research, the CATMG serves critical functions across several domains:

• International Market Entry and Positioning: Multinational enterprises utilize the scale to gauge public receptivity within target foreign markets, tailoring brand architecture (e.g., Global Consumer Culture Positioning vs. Local Consumer Culture Positioning) according to baseline levels of cultural and economic threat.
• Public Policy and Sociological Analysis: Government bodies and non-governmental organizations employ the CATMG to monitor social cohesion, geopolitical sentiment, and voter skepticism toward international trade agreements, foreign direct investment, and cultural importation.
• Consumer Psychology and Cross-Cultural Testing: Academics use the instrument to model the micro-foundations of anti-consumption, consumer boycotts, cosmopolitan consumption, and identity-protective behavioral reactions against multinational conglomerates.

5. Psychological Construct

The CATMG conceptualizes attitudes toward marketplace globalization not as a monolithic construct, but as a three-dimensional cognitive-affective attitudinal structure. An attitude, within classic psychometric traditions (e.g., Eagly & Chaiken, 1993), is an internal psychological tendency expressed by evaluating a particular entity with some degree of favor or disfavor. In the CATMG framework, the attitude object is marketplace globalization—defined as the structural integration of regional and national economies, the unrestricted flow of cross-border consumer goods, multinational corporate expansion, and the accompanying diffusion of transnational symbolic and material culture.

Dimension 1: Global Openness (GO)

Global Openness captures the positive, affirmative evaluative dimension of marketplace globalization. It reflects the degree to which an individual views the internationalization of commerce as an intrinsically beneficial, modernizing, and enriching phenomenon. Consumers exhibiting high levels of Global Openness associate globalization with superior product variety, elevated production quality, continuous technological innovation, and an expanded scope of personal lifestyle choices. Beyond mere utilitarian benefits, this dimension taps into a subjective desire for cultural interconnectedness, wherein consumption serves as a conduit for engaging with the broader global ecumene. For example, an individual scoring high on Global Openness embraces the presence of international retail chains, streaming platforms, and cross-national fusion dining as signs of societal progress, world citizenship, and enhanced quality of life.

Dimension 2: Cultural Threat Perception (CT)

Cultural Threat Perception captures an affective and ideological apprehension regarding the symbolic and normative consequences of marketplace globalization. It assesses the belief that the rapid influx of foreign media, values, corporate iconography, and commercial practices degrades, dilutes, or outright displaces local heritage, indigenous languages, religious values, and traditional behavioral mores. This dimension is rooted in anxieties surrounding cultural imperialism, Westernization, and the perceived homogenization of society into an unauthentic, commercialized monoculture. A consumer with elevated scores on Cultural Threat Perception does not necessarily reject the technical utility of imported items, but views the broader infrastructure of global commercialism as an existential hazard to the historical identity and collective memory of their community or nation.

Dimension 3: Economic Threat Perception (ET)

Economic Threat Perception is characterized by the belief that the structural forces of globalization inflict direct material, systemic, and vocational harm upon the domestic economy. This dimension measures cognitive appraisals of competitive asymmetry between domestic enterprises and heavily capitalized multinational conglomerates. High scores on Economic Threat Perception denote acute worries regarding domestic business bankruptcies, widespread factory closures, job displacement, structural unemployment, wage suppression, and the forfeiture of national economic sovereignty to foreign corporations and international trade tribunals. While Cultural Threat focuses on the symbolic, intangible domain of identity, Economic Threat centers on tangible, zero-sum resource distributions, financial security, and the perceived vulnerability of domestic laborers.

6. Theoretical Framework

The development and construct validation of the CATMG are anchored in several foundational theories from social psychology, intergroup relations, and sociology:

Social Identity Theory and Self-Categorization Theory

According to Social Identity Theory (Tajfel & Turner, 1979) and Self-Categorization Theory (Turner et al., 1987), an individual’s self-concept is partially derived from the social groups to which they belong, including their national, ethnic, and cultural in-groups. In-group favoritism and out-group derogation occur naturally as mechanisms to preserve or enhance positive social identity. Marketplace globalization represents an external intrusion into the boundaries of the national in-group. When out-group market actors (e.g., multinational corporations) enter the domestic sphere, individuals whose primary self-identification is tethered strictly to the national group interpret this presence as an incursion, triggering defensive attitudinal responses manifested as Cultural and Economic Threat Perceptions. Conversely, individuals who construct a hybrid or bicultural identity—categorizing themselves as members of an overarching global community (Arnett, 2002)—display low threat perceptions and elevated Global Openness.

Integrated Threat Theory

Stephan and Stephan’s (2000) Integrated Threat Theory (later termed Intergroup Threat Theory) posits that prejudice, xenophobia, and intergroup hostility stem from two principal categories of threat: realistic threats and symbolic threats. The structural dichotomy within the CATMG precisely mirrors this theoretical distinction:

• Realistic Threats: Pertain to perceived dangers to the physical integrity, economic welfare, material resources, and political sovereignty of the in-group. This theoretical pillar directly informs the Economic Threat Perception subscale of the CATMG.
• Symbolic Threats: Arise from perceived intergroup differences regarding morals, values, religious beliefs, cultural norms, and historical customs. When foreign consumer cultures challenge traditional worldviews, symbolic threat is activated, giving rise to the Cultural Threat Perception subscale of the CATMG.

Cognitive Appraisal Theory

From the perspective of Cognitive Appraisal Theory (Lazarus & Folkman, 1984), emotional and attitudinal reactions to an environmental stressor depend entirely on an individual’s subjective cognitive evaluation of the event. Marketplace globalization serves as a complex environmental stimulus. If the stimulus is appraised as an opportunity for expansion, novelty, and advancement, positive affective responses (Global Openness) emerge. If it is appraised as an uncontrollable threat to resources or values, avoidance, resistance, and protectionist coping mechanisms (Cultural and Economic Threat) are activated. Because these appraisals can occur simultaneously across different domains of life, the CATMG intentionally models these reactions as correlated, yet orthogonal, latent factors rather than endpoints of a single continuum.

7. Validity

The CATMG has undergone rigorous empirical validation across multiple international samples, confirming its construct, convergent, discriminant, and criterion-related validity.

Construct and Convergent Validity

Construct validity was initially established by Alden, Steenkamp, and Batra (2006) using structural equation modeling across distinct geopolitical and socioeconomic contexts: the United States (representing advanced Western economies), South Korea (representing developed, highly collectivist Asian economies), and India (representing rapidly developing, culturally rich markets). Confirmatory factor analysis demonstrated that all individual item loadings onto their designated latent constructs were statistically significant ($p < .001$) and uniformly exceeded the standard psychometric cutoff of .60, with the majority surpassing .75. The Average Variance Extracted (AVE) for each of the three dimensions exceeded the recommended .50 threshold across all cultural samples, confirming that the latent constructs capture substantially more variance from their indicators than can be attributed to measurement error.

Discriminant Validity

Discriminant validity was verified using the Fornell-Larcker (1981) criterion and nested model comparison tests. The square root of the AVE for each construct exceeded the inter-construct correlations ($\sqrt{\text{AVE}} > r$). Furthermore, chi-square difference tests ($\Delta\chi^2$) between an unconstrained measurement model and nested models wherein inter-factor correlations were fixed to unity showed significant deterioration in model fit ($p < .0001$). This formally proved that Cultural Threat and Economic Threat, while positively correlated (typical $r = .45$ to $.65$), are conceptually and empirically distinct constructs rather than manifestations of a generic anti-globalization orientation. Similarly, Global Openness displayed weak to moderate negative correlations with both threat dimensions ($r = -.20$ to $-.45$), confirming its unique variance.

Nomological and Predictive Validity

The CATMG displays exemplary nomological validity, behaving exactly as predicted by psychological theory when situated alongside antecedent and consequence constructs:

• Antecedents: Cosmopolitanism, consumer global identity, exposure to international travel, and media openness significantly and positively predict Global Openness, while failing to predict or negatively predicting cultural and economic threats. Conversely, nationalism, consumer ethnocentrism (CETSCALE), local identity centrality, and high levels of collective narcissism strongly predict Cultural Threat and Economic Threat.
• Behavioral Consequences: Predictive validity has been repeatedly demonstrated in real-world consumer behavior. High scores on Global Openness predict favorable attitudes toward global brands (e.g., Apple, Nike, Coca-Cola), higher willingness to pay premiums for imported goods, and low purchase intentions for strictly local alternatives. Elevated Cultural Threat and Economic Threat scores predict anti-brand collective actions, consumer boycotts of multinational conglomerates, preference for domestic regional brands, and support for governmental import tariffs.

8. Reliability

Across empirical investigations, the CATMG has demonstrated exceptional internal consistency and temporal stability. Classical test theory indices (Cronbach’s alpha, $\alpha$) and modern psychometric metrics (Composite Reliability, $\rho_c$) consistently exceed the conventional .70 benchmark for research instruments, frequently surpassing .85.

Internal Consistency Metrics

In the foundational validation study across three nations (Alden et al., 2006), reliability coefficients were distributed as follows:

• United States Sample:
  • Global Openness: $\alpha = .84$, $\rho_c = .85$
  • Cultural Threat Perception: $\alpha = .87$, $\rho_c = .88$
  • Economic Threat Perception: $\alpha = .89$, $\rho_c = .90$
• South Korea Sample:
  • Global Openness: $\alpha = .81$, $\rho_c = .82$
  • Cultural Threat Perception: $\alpha = .83$, $\rho_c = .84$
  • Economic Threat Perception: $\alpha = .86$, $\rho_c = .87$
• India Sample:
  • Global Openness: $\alpha = .79$, $\rho_c = .80$
  • Cultural Threat Perception: $\alpha = .82$, $\rho_c = .83$
  • Economic Threat Perception: $\alpha = .85$, $\rho_c = .86$

Subsequent cross-cultural investigations in Germany, the Netherlands, China, Brazil, and Turkey have yielded comparable internal reliability estimates, with Cronbach’s alpha values rarely dipping below .78. Item-to-total correlations across all 15 items consistently exceed .50, showing that no individual item impairs scale coherence or inflates measurement noise.

Test-Retest Stability

Longitudinal assessments and test-retest administrations over 4- to 8-week intervals have yielded intraclass correlation coefficients (ICC) ranging between .74 and .83. This indicates that while the CATMG is sensitive to major macroeconomic shocks or sudden geopolitical crises (which can shift threat perceptions over extended periods), it captures enduring attitudinal dispositions rather than transient emotional states.

9. Factor Analysis

The structural dimensionality of the CATMG was verified via Exploratory Factor Analysis (EFA) during preliminary scale generation and subsequently confirmed via Multi-Group Confirmatory Factor Analysis (MGCFA) across national boundaries.

Exploratory Factor Analysis (EFA)

During initial purification on an item pool of over 40 provisional statements, principal axis factoring with promax (oblique) rotation was conducted. The Kaiser-Meyer-Olkin (KMO) measure of sampling adequacy routinely exceeded .88, and Bartlett’s Test of Sphericity was highly significant ($p < .001$). The scree plot examination alongside Kaiser’s eigenvalue-greater-than-one criterion revealed a clear, stable three-factor solution accounting for over 60% of total variance. Items exhibiting cross-loadings greater than .30 on secondary factors or primary loadings below .55 were eliminated, resulting in the refined, balanced 15-item inventory (5 items per factor).

Confirmatory Factor Analysis (CFA) Fit Indices

First-order three-factor structural models run on independent samples revealed superior fit when compared against alternative single-factor or two-factor models (wherein cultural and economic threats were collapsed into one construct). Standard global model fit indices from original and replication cohorts reflect the robustness of the three-factor structure:

• Comparative Fit Index (CFI): Values typically range between $.93$ and $.97$ (values $ge .90$ signify acceptable fit, $ge .95$ indicate excellent fit).
• Tucker-Lewis Index (TLI): Consistently ranges between $.92$ and $.96$.
• Root Mean Square Error of Approximation (RMSEA): Point estimates consistently fall between $.042$ and $.065$, with the upper bound of the 90% confidence interval remaining below $.08$.
• Standardized Root Mean Square Residual (SRMR): Values remain below $.055$, well under the critical $.08$ ceiling.

Measurement Invariance Testing

To establish that the CATMG measures identical latent constructs across disparate national populations, Steenkamp and Baumgartner’s (1998) hierarchical multi-group invariance testing protocol was employed:

• Configural Invariance: Evaluates whether the same factor pattern (three factors and assigned indicators) holds across groups. Supported by unconstrained multi-group model fit ($ ext{CFI} > .94, text{RMSEA} < .05$).
• Metric (Weak) Invariance: Constrains factor loadings to be equal across countries. Supported by a non-significant drop in model fit ($\Delta\text{CFI} < .01, \Delta\text{RMSEA} < .015$), confirming that respondents across diverse languages and cultures attribute the same meaning to the survey indicators. Metric invariance permits cross-national comparisons of regression slopes, structural paths, and covariances.
• Scalar (Strong) Invariance: Constrains item intercepts across groups. In common with many cross-cultural psychological scales, full scalar invariance is occasionally compromised due to differing cultural response styles (e.g., extreme response bias or modesty bias). However, partial scalar invariance is consistently attained (releasing at least two invariant items per construct), which psychometrically validates the comparison of latent factor means across borders.

10. Instrument / Measurement Tool

The CATMG is a self-report psychometric instrument designed for seamless integration into digital, paper-based, or mobile surveying platforms. Its technical administration specifications are structured as follows:

• Test Type: Multidimensional self-administered attitudinal rating scale.
• Domain: Consumer psychology, international business, social identity, economic sociology.
• Total Number of Items: 15 items.
  • Global Openness (GO): 5 items.
  • Cultural Threat Perception (CT): 5 items.
  • Economic Threat Perception (ET): 5 items.
• Response Format: 7-point Likert-type response scale anchored as follows:
  • 1 = Strongly Disagree
  • 2 = Disagree
  • 3 = Somewhat Disagree
  • 4 = Neither Agree nor Disagree (Neutral)
  • 5 = Somewhat Agree
  • 6 = Agree
  • 7 = Strongly Agree
• Administration Time: Approximately 4 to 6 minutes.
• Target Population: Adult consumers (ages 18 and above) across diverse socio-demographic strata.
• Scoring Protocol:
  • All items are framed positively in the direction of their respective latent construct; there are no reverse-scored items within the standard 15-item inventory.
  • Subscale composite scores are calculated by averaging the response values of the corresponding 5 items for each dimension:
  • $$\text{Global Openness Score} = \frac{\sum_{i=1}^{5} \text{GO}_i}{5}$$
  • $$\text{Cultural Threat Score} = \frac{\sum_{i=1}^{5} \text{CT}_i}{5}$$
  • $$\text{Economic Threat Score} = \frac{\sum_{i=1}^{5} \text{ET}_i}{5}$$
  • Averaging preserves the original 1-to-7 metric, where scores below 3.5 indicate general disagreement, scores around 4.0 indicate neutrality, and scores exceeding 4.5 signify agreement or active endorsement.
  • Composite Globalization Index (Optional): While subscales should generally be analyzed separately due to multidimensionality, researchers calculating a single net disposition often use: $$\text{Net Global Favorability} = \text{Global Openness} – \left( \frac{\text{Cultural Threat} + \text{Economic Threat}}{2} \right)$$.

11. Permissions & Fee and Test Year

The Consumer Attitudes Toward Marketplace Globalization Scale was originally published in 2006 in the Journal of International Business Studies. The original research publication is copyrighted by the Academy of International Business and its publishing partner, Springer Nature.

For academic, educational, and non-commercial scientific research purposes, the scale items, constructs, and theoretical frameworks may be utilized without licensing fees, provided that appropriate formal academic citation is rendered to the original publication (Alden, Steenkamp, & Batra, 2006). For commercial applications—including proprietary corporate market segmentation studies, commercial public opinion polling, and fee-generating consulting engagements—researchers and organizations must verify compliance with copyright fair use regulations and obtain necessary clearance from Springer Nature’s RightsLink permissions portal.

12. References

Below is the academic bibliography supporting the development, theoretical grounding, and psychometric validation of the CATMG:

• Alden, D. L., Steenkamp, J.-B. E. M., & Batra, R. (2006). Consumer attitudes toward marketplace globalization: Structure, antecedents, and consequences. Journal of International Business Studies, 37(6), 803–825. https://doi.org/10.1057/palgrave.jibs.8400230
• Arnett, J. J. (2002). The psychology of globalization. American Psychologist, 57(10), 774–783. https://doi.org/10.1037/0003-066X.57.10.774
• Eagly, A. H., & Chaiken, S. (1993). The Psychology of Attitudes. Harcourt Brace Jovanovich College Publishers.
• Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.1177/002224378101800104
• Lazarus, R. S., & Folkman, S. (1984). Stress, Appraisal, and Coping. Springer Publishing Company.
• Shimp, T. A., & Sharma, S. (1987). Consumer ethnocentrism: Construction and validation of the CETSCALE. Journal of Marketing Research, 24(3), 280–289. https://doi.org/10.1177/002224378702400304
• Steenkamp, J.-B. E. M., & Baumgartner, H. (1998). Assessing measurement invariance in cross-national consumer research. Journal of Consumer Research, 25(1), 78–90. https://doi.org/10.1086/209528
• Stephan, W. G., & Stephan, C. W. (2000). An integrated threat theory of prejudice. In S. Oskamp (Ed.), Reducing Prejudice and Discrimination (pp. 23–45). Lawrence Erlbaum Associates Publishers.
• Tajfel, H., & Turner, J. C. (1979). An integrative theory of intergroup conflict. In W. G. Austin & S. Worchel (Eds.), The Social Psychology of Intergroup Relations (pp. 33–47). Brooks/Cole.
• Turner, J. C., Hogg, M. A., Oakes, P. J., Reicher, S. D., & Wetherell, M. S. (1987). Rediscovering the Social Group: A Self-Categorization Theory. Basil Blackwell.

13. Items of the Scale