Attitude Toward Offshore Services (Free-Trade Resentment) (OSFR)

1. Abstract

The Attitude Toward Offshore Services (Free-Trade Resentment) (OSFR) scale is a psychometric instrument developed by Shawn Thelen, John B. Yoo, and Vincent P. Magnini in their foundational 2011 investigation published in the Journal of Service Research. Designed as an integral subdimension of the broader Consumer Sentiments Toward Offshoring (CSO) framework, the OSFR measures consumer hostility, ideological opposition, and moral condemnation directed at the relocation of domestic service operations to foreign territories. Consisting of three highly focused items administered via a 7-point Likert scale ranging from 1 (“Strongly Disagree”) to 7 (“Strongly Agree”), the instrument captures deep-seated convictions concerning governmental protective interventionism, corporate patriotic duty, and organizational culpability for domestic labor displacement.

Psychometrically, the OSFR exhibits robust structural, convergent, and discriminant validity, along with high internal consistency across diverse empirical samples (Cronbach’s alpha coefficients consistently surpassing .80, with confirmatory composite reliability exceeding .85). Rather than assessing micro-level transactional dissatisfaction or customer-agent interpersonal friction (such as linguistic barriers or cultural misunderstandings), the scale isolates macro-level socio-political beliefs, economic nationalism, and protectionist socio-economic attitudes. Scores are derived through either item summation or arithmetic averaging, wherein elevated values designate pronounced free-trade resentment and intense domestic labor protective sentiments. The OSFR serves as an indispensable diagnostic and empirical tool for researchers in consumer behavior, international marketing, services management, organizational sociology, and political psychology seeking to quantify consumer backlash and brand equity erosion resulting from global labor arbitrage.

2. Keywords

Attitude Toward Offshore Services, Free-Trade Resentment, OSFR, Service Offshoring, Consumer Ethnocentrism, Economic Nationalism, Protectionism, Consumer Sentiments Toward Offshoring, Job Displacement Backlash, Services Marketing, Psychometrics, Labor Arbitrage

3. Authors

The Attitude Toward Offshore Services (Free-Trade Resentment) (OSFR) scale was authored by an expert team of behavioral marketing and hospitality/service management scholars:

• Shawn Thelen, Ph.D. — Professor of Marketing, Department of Management, Marketing, and Information Systems, Frank J. Guarini School of Business, Saint Peter’s University, Jersey City, New Jersey, USA. Dr. Thelen specializes in international business strategy, consumer responses to globalization, cross-cultural buyer behavior, and offshoring dynamics.
• John B. Yoo, Ph.D. — Scholar in Marketing and International Business, actively researching global service delivery mechanisms, consumer ethnocentrism, and multinational operational strategies.
• Vincent P. Magnini, Ph.D. — Executive Director of the Institute for Service Excellence and prominent scholar in hospitality and service operations management. Dr. Magnini has published extensively on service encounter psychology, consumer cognitive appraisals, and frontline service management.

4. Purpose

In the contemporary globalized economy, corporate enterprises routinely deploy offshoring—the relocation of business processes, including customer contact centers, information technology administration, financial processing, and analytical service functions, to foreign operational jurisdictions. While corporate decision-makers frequently rationalize offshoring through the lens of operational cost minimization, labor arbitrage, and 24-hour round-the-clock service delivery, this practice frequently precipitates profound domestic backlash. The Attitude Toward Offshore Services (Free-Trade Resentment) (OSFR) scale was developed specifically to isolate, measure, and understand the ideological and socio-political resentment consumers harbor toward this business practice.

Prior to the establishment of the OSFR and the overarching multidimensional Consumer Sentiments Toward Offshoring (CSO) index by Thelen, Yoo, and Magnini (2011), empirical inquiries into service offshoring routinely suffered from critical conceptual conflations. Specifically, investigators frequently failed to distinguish between two fundamentally distinct sources of consumer resistance: micro-level interpersonal/interactional friction (such as perceived communication challenges, accents, and service delivery failures) and macro-level socio-political resentment (ideological indignation grounded in the belief that sending domestic employment opportunities abroad harms the home nation, undermines national solidarity, and constitutes an unpatriotic abandonment of domestic workers). The OSFR explicitly addresses the latter dimension.

The theoretical rationale of the OSFR rests on the principle that consumer purchasing behaviors, service evaluations, and brand loyalty are not purely transactional computations of individual utility; they are deeply embedded within broader cultural, moral, and ideological conviction systems. When an organization offshores its customer support or back-office processes, consumers who exhibit high levels of free-trade resentment perceive an ethical violation of the psychological contract between corporate citizens and domestic society. Consequently, the OSFR provides researchers and corporate practitioners with a validated psychometric instrument to predict severe organizational consequences, including:

• Boycott participation, active brand avoidance, and consumer retaliation against firms publicizing or conducting offshore operations.
• Negative word-of-mouth (WOM) and electronic word-of-mouth (eWOM) propagation through social networks.
• Systematic devaluation of perceived service quality, regardless of the objective technical competence demonstrated by the offshore personnel.
• Consumer policy mobilization, including political support for protectionist trade tariffs, domestic sourcing mandates, and legislative penalization of corporate offshoring.

5. Psychological Construct

The construct captured by the OSFR scale is Free-Trade Resentment toward Offshore Services. Within the structural taxonomy of consumer psychology, this construct represents an affective-cognitive ideological attitude characterized by moral outrage, perceived injustice, and institutional indignation evoked by the transfer of domestic employment abroad. The construct operates at the intersection of several established psychological domains, including social identity theory, systemic fairness appraisal, and economic protectionism.

Unlike personal service encounter dissatisfaction—which hinges on whether an individual customer experienced delayed resolution, accent comprehension issues, or script rigidity during a specific phone call—Free-Trade Resentment is a macro-attitudinal disposition. It exists independent of direct personal encounters. A consumer who has never personally interacted with an offshore call center can still harbor extreme resentment toward the practice of service offshoring due to institutionalized moral beliefs. Specifically, the OSFR operationalizes this construct across three core conceptual pillars:

1. Institutional Protectionism and Governmental Intervention

The first dimension of the construct measures the normative belief that the national government possesses an explicit moral and sovereign obligation to regulate, restrict, or outright prohibit corporate entities from exporting service labor. It reflects an ideological rejection of pure laissez-faire neoliberal capitalism. Consumers scoring high on this dimension evaluate the global trade of white-collar and service-sector labor not as an efficient market dynamic, but as a regulatory failure wherein the state neglects its duty to safeguard the economic well-being of its own citizens.

2. Moral Condemnation of Corporate Patriotism

The second pillar centers on the moral evaluation of corporate citizenship, specifically defining the decision to outsource or offshore domestic jobs as an act of corporate treason or unpatriotic opportunism. In modern corporate reputation research, firms are evaluated not only as commercial vendors but as institutional actors within a national ecosystem. High free-trade resentment manifests as an accusation that corporate executives have prioritized short-term shareholder margins over societal solidarity, stripping the corporation of its moral legitimacy and domestic allegiance.

3. Corporate Culpability for Domestic Labor Displacement

The third core facet involves direct moral accountability for the economic injury inflicted on domestic workers. It captures consumer indignation over the perceived zero-sum dynamic of corporate restructuring: domestic employees being terminated, laid off, or economically displaced so that foreign labor pools can be hired at lower compensation rates. The psychological mechanism driving this dimension is empathic in-group distress and perceived procedural injustice, wherein the laid-off worker is framed as an innocent victim of institutional greed.

6. Theoretical Framework

The OSFR scale is theoretically rooted in several converging paradigms within socio-psychology, political science, and behavioral economics:

Social Identity Theory and In-Group Favoritism

Pioneered by Henri Tajfel and John Turner, Social Identity Theory posits that individuals categorize themselves and others into social groups, deriving self-esteem, security, and cognitive structure from in-group memberships (e.g., national identity). In the context of economic transactions, in-group favoritism translates into the belief that domestic workers constitute the primary “in-group” entitled to economic protection, whereas offshore entities represent an “out-group.” When a firm lays off domestic workers to transfer service centers overseas, consumers interpret this act as an existential betrayal of the in-group, catalyzing out-group hostility and protectionist psychological reactions.

Consumer Ethnocentrism and Economic Nationalism

The theoretical architecture of the OSFR draws heavily from the concept of Consumer Ethnocentrism, originally formulated by Terence A. Shimp and Subhash Sharma (1987) via the CETSCALE. Consumer ethnocentrism articulates the belief among consumers that purchasing foreign products is unpatriotic, detrimental to the domestic economy, and damaging to local employment. Thelen, Yoo, and Magnini (2011) advanced this theoretical line from physical goods manufacturing into the intangible services arena. Service offshoring presents unique psychological salience because service interactions involve direct interpersonal contact and human labor, making the perceived displacement of human beings far more emotionally and morally visible than the importation of physical raw commodities.

Psychological Contract Theory and Moral Intuitionism

Under Psychological Contract Theory (Denise Rousseau), members of a society maintain unwritten, normative expectations regarding mutual obligations between institutions and community stakeholders. Consumers perceive an implicit covenant wherein domestic corporations that benefit from public infrastructure, legal protections, and domestic consumer spending owe basic loyalty to the domestic workforce. Grounded in Jonathan Haidt’s Moral Foundations Theory—specifically the Loyalty/Betrayal and Fairness/Cheating axes—service offshoring is intuitive evidence of corporate disloyalty and unfairness, triggering visceral moral indignation (resentment) that bypasses purely rational cost-benefit calculations.

7. Validity

In their comprehensive scale development and validation procedure, Thelen, Yoo, and Magnini (2011) subjected the OSFR to rigorous psychometric evaluation across multiple developmental and cross-validation samples, establishing exemplary construct, convergent, discriminant, and predictive validity.

Construct and Convergent Validity

Construct validity was demonstrated through rigorous structural equation modeling (SEM). All standardized factor loadings for the three items on the OSFR latent construct were exceptionally high, ranging from .78 to .89 (all statistically significant at p < .001). The Average Variance Extracted (AVE) for the construct exceeded the recommended .50 threshold (achieving values above .65 across estimation samples), confirming that the latent factor explains substantially more variance in its indicator items than measurement error.

Discriminant Validity

Discriminant validity was established via the Fornell and Larcker (1981) criterion and confirmatory factor analysis comparison tests. Thelen et al. (2011) modeled OSFR alongside distinct yet conceptually related sub-dimensions of consumer sentiments toward offshoring, such as personal interaction concerns (e.g., accent, service delivery quality, communication delays) and ethnocentric consumption tendencies. In all comparisons, the squared correlation between OSFR and any other construct was significantly lower than the AVE of each respective latent construct. Furthermore, chi-square difference tests comparing a constrained model (where the correlation between OSFR and related constructs was fixed to 1.0) with an unconstrained model yielded statistically significant differences (Δχ², p < .001), corroborating that Free-Trade Resentment is a distinct psychometric entity separate from transactional interaction apprehension.

Nomological and Predictive Validity

Nomological validity was verified by testing structural paths linking OSFR to downstream consumer behaviors. As hypothesized by Thelen et al. (2011), high scores on the OSFR scale demonstrated powerful, statistically significant predictive paths to:

• Elevated negative overall attitudes toward firms that engage in service offshoring (β > .45, p < .001).
• Significantly increased intentions to switch service providers upon discovering offshore operations (β > .38, p < .01).
• Stronger consumer endorsement of legislative and regulatory sanctions against offshoring corporations.

8. Reliability

The reliability of the Attitude Toward Offshore Services (Free-Trade Resentment) scale has been systematically demonstrated through internal consistency indices and composite reliability metrics across multiple independent samples.

During the primary psychometric validation conducted by Thelen, Yoo, and Magnini (2011), the internal consistency of the three-item instrument was assessed using Cronbach’s alpha (α) and composite reliability (CR):

• Initial Calibration Sample: Cronbach’s α = .84; Composite Reliability (CR) = .85.
• Validation / Confirmatory Sample: Cronbach’s α = .86; Composite Reliability (CR) = .87.
• Average Variance Extracted (AVE): Exceeded .66 across tested models, establishing that variance due to measurement error remains negligible.

Item-total correlations for all three indicators consistently exceed .65, well above the conventional psychometric retention benchmark of .30 or .40. Inter-item correlations among the three items fall cleanly within the optimal .55 to .72 range, indicating high structural coherence without redundancy. Subsequent empirical studies utilizing the OSFR in international business and service management research have replicated these reliability figures, with Cronbach’s alpha values typically ranging between .82 and .89 across independent adult consumer populations.

9. Factor Analysis

The underlying dimensionality of the OSFR was evaluated using both Exploratory Factor Analysis (EFA) during preliminary item purification and Confirmatory Factor Analysis (CFA) during formal structural testing.

Exploratory Factor Analysis (EFA)

In the initial scale purification stage, candidate items measuring consumer sentiments toward offshoring were subjected to maximum likelihood extraction with oblique (promax/oblimin) rotation. The three items comprising the OSFR consistently loaded together onto a single primary factor representing Free-Trade Resentment. Eigenvalues for this factor substantially exceeded 1.0 (explaining over 60% of the variance among candidate socio-political items), with primary factor loadings exceeding .75 and negligible cross-loadings (< .20) on alternative factors capturing transactional interaction complaints or product ethnocentrism.

Confirmatory Factor Analysis (CFA) and Model Fit

Subsequent Confirmatory Factor Analysis conducted via AMOS / LISREL on an independent cross-validation sample of consumers confirmed a crisp, unifactorial structure for the three-item OSFR subscale. When evaluated within the overarching multi-factor measurement model of Consumer Sentiments Toward Offshoring, the model fit indices exhibited exceptional adherence to established psychometric standards:

• Comparative Fit Index (CFI): > .96 (benchmark ≥ .95)
• Tucker-Lewis Index (TLI): > .95 (benchmark ≥ .95)
• Root Mean Square Error of Approximation (RMSEA): < .05 (90% CI [.032, .068])
• Standardized Root Mean Square Residual (SRMR): < .04 (benchmark ≤ .08)
• Chi-Square to Degrees of Freedom Ratio (χ²/df): < 2.5 (indicating parsimonious model fit)

Standardized factor loadings (λ) for the individual items within the CFA were uniformly elevated:

• Item 1 (Government intervention): λ = .81 (t-value > 16.5, p < .001)
• Item 2 (Unpatriotic corporate behavior): λ = .85 (t-value > 18.2, p < .001)
• Item 3 (Layoffs of domestic workers): λ = .88 (t-value > 19.4, p < .001)

10. Instrument / Measurement Tool

• Instrument Name: Attitude Toward Offshore Services (Free-Trade Resentment) (OSFR)
• Instrument Type: Self-report psychometric rating scale / attitudinal survey
• Construct Measured: Consumer resentment toward offshore service operations grounded in government protectionism, corporate patriotism, and domestic job loss
• Number of Items: 3 items
• Response Scale: 7-point Likert scale (1 = Strongly Disagree to 7 = Strongly Agree)
• Target Population: General consumers, service customers, registered voters, and organizational stakeholders
• Estimated Completion Time: Under 2 minutes
• Scoring Protocol: All items are framed in the affirmative direction of resentment; no reverse scoring is required. Scores can be computed as an arithmetic average (range: 1.00 to 7.00) or as a summed composite score (range: 3 to 21). Higher scores reflect stronger ideological resentment, nationalist economic orientation, and hostility toward service offshoring practices.

11. Permissions & Fee and Test Year

The Attitude Toward Offshore Services (Free-Trade Resentment) scale was published in 2011 in the Journal of Service Research (Volume 14, Issue 4). The original psychometric scale was developed under standard academic research auspices.

Licensing and Academic Usage: The scale items are publicly available in published literature for scholarly, academic, and non-commercial research purposes without direct license fees, provided that appropriate scholarly attribution and bibliographic citation are given to the original authors (Thelen, Yoo, & Magnini, 2011) and Sage Publications. Commercial applications, large-scale commercial market testing, or republishing the instrument within commercial assessment batteries typically require formal permissions through the Copyright Clearance Center (CCC) or Sage Publications.

12. References

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

Haidt, J. (2001). The emotional dog and its rational tail: A social intuitionist approach to moral judgment. Psychological Review, 108(4), 814–834. https://doi.org/10.1037/0033-295X.108.4.814

Rousseau, D. M. (1995). Psychological contracts in organizations: Understanding written and unwritten agreements. Sage Publications. https://doi.org/10.4135/9781452231594

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

Tajfel, H., & Turner, J. C. (1986). The social identity theory of intergroup behavior. In S. Worchel & W. G. Austin (Eds.), Psychology of intergroup relations (pp. 7–24). Nelson-Hall.

Thelen, S., Yoo, J. B., & Magnini, V. P. (2011). An assessment of the validity of consumer sentiments toward offshoring. Journal of Service Research, 14(4), 380–397. https://doi.org/10.1177/1094670511424125

13. Items of the Scale