Retaliatory Behavior (Revenge) (RB)

1. Abstract

The Retaliatory Behavior (Revenge) (RB) Scale is an authoritative psychometric instrument developed by Yany Grégoire, Thomas M. Tripp, and Renaud Legoux (2009) to quantify deliberate, punitive actions executed by aggrieved customers against a firm following a severe service failure. Designed within the context of relationship marketing, consumer psychology, and organizational justice, the instrument captures overt, aggressive acts of consumer revenge intended to cause operational, financial, or reputational damage to an offending organization. Comprising 5 self-report items evaluated along a 7-point Likert scale ranging from 1 (“Strongly disagree / Extremely unlikely”) to 7 (“Strongly agree / Extremely likely”), the scale assesses a unidimensional behavioral construct. Psychometric evaluations across multiple longitudinal and cross-sectional studies demonstrate exceptional reliability (Cronbach’s α typically exceeding .92; composite reliability > .93) and robust structural validity confirmed through confirmatory factor analysis (CFA), exhibiting high standardized factor loadings (> .80) and strict discriminant validity against related constructs such as avoidance, vindictive desire, and third-party dispute resolution. The scale plays a foundational role in empirical investigations of customer betrayal, the “love-becomes-hate” phenomenon, service recovery paradoxes, and aggressive consumer copings.

2. Keywords

Retaliatory behavior, customer revenge, service failure, consumer betrayal, equity theory, relationship marketing, love-becomes-hate effect, psychometrics, consumer aggression, scale validation

3. Authors

The Retaliatory Behavior (Revenge) Scale was authored by a team of prominent scholars in marketing, organizational behavior, and consumer psychology:

• Yany Grégoire, Ph.D. — Professor of Marketing at HEC Montréal, Canada. His research specializes in customer revenge, customer betrayal, service recovery, and the emotional dynamics of customer-firm relationships.
• Thomas M. Tripp, Ph.D. — Professor of Management and Operations at Washington State University. A leading expert in workplace revenge, organizational justice, conflict management, and interpersonal psychology.
• Renaud Legoux, Ph.D. — Associate Professor of Marketing at HEC Montréal, Canada. His research focuses on customer satisfaction, relationship longevity, dynamic consumer emotions, and cultural consumption.

4. Purpose

The primary purpose of the Retaliatory Behavior (Revenge) (RB) Scale is to provide researchers, organizational diagnosticians, and service quality managers with a psychometrically rigorous, standardized measurement tool to capture the behavioral manifestation of customer revenge. Following severe service failures, customer dissatisfaction can escalate beyond passive disengagement into active retaliatory efforts. While early consumer research predominantly focused on constructive feedback mechanisms (e.g., voice) or passive attrition (e.g., exit), the RB scale was engineered to operationalize aggressive, destructive coping mechanisms designed to harm the offending organization.

In theoretical and academic research, the scale is deployed to investigate the antecedents, mediators, and boundary conditions of customer retribution. A central research application involves testing the “love-becomes-hate” effect, which posits that customers possessing the strongest relational ties and highest brand commitment prior to a service transgression often experience the most profound sense of betrayal, driving intense retaliatory behavioral responses. The scale allows investigators to track how retaliatory actions evolve longitudinally, contrasting active revenge against passive avoidance behaviors over extended time horizons.

In clinical, managerial, and applied settings, the instrument serves as an enterprise risk-assessment diagnostic. Organizations utilize the scale within post-recovery audits to assess whether service recovery interventions (e.g., apologies, financial restitution, structural process improvements) effectively neutralize punitive motivations or whether residual betrayal continues to fuel retaliatory actions such as cyber-harassment, physical property destruction, negative word-of-mouth campaigns, or vindictive public reviews. By differentiating between felt anger (an internal affective state) and enacted retaliation (an externalized behavioral outcome), the RB scale provides critical empirical granularity for assessing organizational vulnerability to customer hostility.

5. Psychological Construct

The Retaliatory Behavior (Revenge) construct is conceptualized as an overt, intentional behavioral response through which an aggrieved customer actively attempts to cause harm, inconvenience, operational disruption, or financial damage to a company in retribution for an unresolved or poorly handled service transgression (Grégoire et al., 2009). Unlike latent cognitive appraisals or transient emotional states, retaliatory behavior represents enacted action.

Distinction from Related Constructs

To accurately capture retaliatory behavior, it must be differentiated from conceptually adjacent post-failure constructs:

• Desire for Revenge (Vindictive Intent): Desire for revenge constitutes a motivational or affective state characterized by the yearning or intention to punish an offending entity. In contrast, the Retaliatory Behavior scale measures the actual behavioral execution (“I did something…”, “I took actions…”) of that punitive intent.
• Avoidance Behavior: Avoidance involves passive coping strategies designed to minimize contact, such as cutting ties, switching service providers, or emotionally disengaging. Retaliation is active, aggressive, and confrontation-oriented, requiring substantial psychological and behavioral resources from the customer.
• Voice and Constructive Complaining: Voice involves communicating dissatisfaction directly to the firm with the objective of seeking resolution, redress, or process improvement (Hirschman, 1970). Retaliation abandons constructive reconciliation; its goal is exclusively punitive and inflicting harm.
• Negative Word-of-Mouth (NWOM): While NWOM can function as a retaliatory vehicle, general NWOM is often intended merely to warn friends or family. Retaliatory behavior specifically requires the motive of getting even, punishing, or hurting the company’s commercial viability.

Core Dimensions of the Construct

The scale captures a unidimensional construct characterized by three core thematic facets:

• Retribution and Equity Restoration: Actions executed specifically to “get even” and force the company to pay for perceived injustices. This reflects an attempt to re-establish psychological balance by lowering the firm’s outcomes to match the customer’s suffering.
• Punitive Motivation: The explicit intent to sanction and punish the offending organization, treating the consumer’s actions as a moral or compensatory penalty imposed upon the firm.
• Commercial Sabotage and Harm: Behaviors intentionally designed to hurt business operations, generate logistical headaches, drive away prospective clientele, or inflict financial loss.

6. Theoretical Framework

The theoretical architecture of the Retaliatory Behavior Scale is rooted in three complementary psychological and sociological paradigms: Cognitive Appraisal Theory of Coping, Equity Theory, and the Betrayal-Aversion Model of Relationship Marketing.

Cognitive Appraisal Theory and Coping

Grounded in the foundational work of Richard Lazarus (1991), appraisal theory posits that individuals evaluate environmental events in relation to their personal well-being (primary appraisal) and assess available resources and options to manage the situation (secondary appraisal). When a service failure is appraised as intentional, severe, and controllable by the firm, it triggers intense negative emotions—specifically feelings of betrayal and anger. Secondary appraisals dictate coping strategies: individuals who perceive high personal efficacy and low structural redress channels frequently select problem-focused aggressive coping, manifesting as retaliatory behavior designed to eliminate perceived threats or reassert control.

Equity Theory and Distributive Justice

Formulated by J. Stacy Adams (1965) and expanded by Walster, Walster, and Berscheid (1978), equity theory asserts that individuals in exchange relationships evaluate the ratio of their inputs to outcomes relative to the perceived inputs and outcomes of the exchange partner. A catastrophic service failure creates a profound perceived inequity: the customer has invested monetary and emotional inputs but received an acutely detrimental outcome, while the firm retained the customer’s capital. To restore perceived equity, individuals can alter their own inputs, cognitive perceptions, or—as captured by the RB scale—forcibly reduce the offending firm’s outcomes through punitive actions that destroy the firm’s assets, reputation, or operational efficiency.

Psychological Contract Breach and the “Love-Becomes-Hate” Dynamic

The RB scale was developed to test relationship-specific boundaries of revenge. Drawing on psychological contract theory (Rousseau, 1995) and interpersonal revenge theory (Bies & Tripp, 1996), Grégoire et al. (2009) demonstrated that strong prior relationships act as a liability during severe transgressions. High-relational-strength consumers establish implicit psychological contracts of trust, loyalty, and reciprocity. When a firm violates this implicit contract and mishandles subsequent recovery, these customers experience high-order moral betrayal. This betrayal transforms relational commitment into an intense desire to exact retribution, resulting in sustained retaliatory behavior over time.

7. Validity

The psychometric validity of the Retaliatory Behavior Scale has been extensively established across longitudinal, experimental, and cross-sectional studies in diverse consumer contexts.

Construct and Convergent Validity

Convergent validity of the scale is robust. In the original validation studies by Grégoire, Tripp, and Legoux (2009), the average variance extracted (AVE) for the 5-item retaliatory behavior construct was substantially above the .50 benchmark (AVE > .72 across longitudinal measurement waves). All standardized factor loadings were statistically significant (p < .001) and consistently exceeded .80, indicating that the five items converge cleanly upon the underlying construct of behavioral retaliation.

Discriminant Validity

Discriminant validity was established through multiple rigorous criteria:

• Fornell-Larcker Criterion: The square root of the AVE for the Retaliatory Behavior construct exceeded its highest inter-construct correlations with competing constructs, including Desire for Revenge, Desire for Avoidance, Avoidance Behavior, and Third-Party Complaining across all measurement periods.
• Chi-Square Difference Testing: Constraining the correlation between Retaliatory Behavior and adjacent constructs to unity (φ = 1.0) resulted in a statistically significant deterioration of model fit (Δχ² values > 25.0, p < .001), corroborating that retaliatory behavior is distinct from cognitive desire to punish or avoidance actions.
• Heterotrait-Monotrait (HTMT) Analysis: In modern replications, HTMT ratios consistently fall well below the conservative threshold of .85, confirming psychometric distinction.

Predictive and Nomological Validity

The scale demonstrates remarkable nomological validity by behaving according to theoretical expectations within structural equation models. The RB scale is positively and significantly predicted by perceived betrayal (β ≈ .45 to .60, p < .01) and vindictive desire, while negatively correlated with customer forgiveness and relationship restoration. Predictively, elevated scores on the RB scale longitudinally predict actual customer attrition, public online negative word-of-mouth campaigns, and direct legal or regulatory escalations.

8. Reliability

The Retaliatory Behavior Scale exhibits exemplary internal consistency and temporal reliability across varying consumer samples, industries, and longitudinal waves.

Internal Consistency

Across the empirical investigations reported by Grégoire et al. (2009) and subsequent scholarly replications, the internal consistency metrics consistently surpass conventional psychometric thresholds:

• Cronbach’s Alpha (α): The scale regularly reports Cronbach’s alpha values ranging between .92 and .96 across independent measurement waves, indicating exceptional item homogeneity without excessive redundancy.
• Composite Reliability (CR): Structural equation modeling confirms composite reliability values exceeding .93, establishing that the latent variable accounts for the vast majority of variance in the observed indicators relative to measurement error.

Temporal Stability and Sensitivity to Change

In the original longitudinal study conducted across multiple intervals (Time 1 immediately post-failure, Time 2 at two months, and Time 3 at six months), the instrument proved sensitive to natural behavioral decay while demonstrating solid test-retest stability among unresolved service disputes. Autoregressive stability paths were significant over time (β ≈ .38 to .52), verifying both construct stability and responsiveness to contextual interventions.

9. Factor Analysis

The structural composition of the Retaliatory Behavior Scale has been evaluated through exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) within structural equation modeling frameworks.

Exploratory Factor Analysis (EFA)

During preliminary scale purification, principal axis factoring and maximum likelihood extraction methods revealed a clear single-factor solution. Scree plot analyses and Kaiser-Guttman criteria demonstrated an initial eigenvalue well above 3.80, with no secondary factor exhibiting an eigenvalue exceeding 0.45. The single factor accounts for over 75% to 82% of the total variance across items.

Confirmatory Factor Analysis (CFA)

In full structural models evaluating customer revenge dynamics, the unidimensional 5-item specification exhibited outstanding fit indices across longitudinal samples (e.g., Grégoire et al., 2009):

• Comparative Fit Index (CFI): > .97
• Tucker-Lewis Index (TLI): > .96
• Root Mean Square Error of Approximation (RMSEA): < .055 (with 90% confidence intervals spanning .000 to .075)
• Standardized Root Mean Square Residual (SRMR): < .035
• Chi-Square to Degrees of Freedom Ratio (χ²/df): < 2.50

Standardized Factor Loadings

Standardized CFA path loadings for the five items are uniformly high and statistically robust:

• Item 1 (“I did something to take an action to get even with the company”): λ ≈ .88 – .92
• Item 2 (“I took actions to make the company pay for what they did”): λ ≈ .90 – .94
• Item 3 (“I did something to hurt the company’s business”): λ ≈ .84 – .89
• Item 4 (“I took actions to punish the company”): λ ≈ .89 – .93
• Item 5 (“I tried to cause problems for the company”): λ ≈ .82 – .87

Measurement invariance testing (configural, metric, and scalar invariance) across time periods demonstrated that the measurement model remains stable longitudinally, allowing valid mean comparisons across repeated administrations.

10. Instrument / Measurement Tool

• Construct Measured: Retaliatory Behavior / Customer Revenge (enacted punitive actions against an organization).
• Test Type: Self-report behavioral rating scale.
• Item Count: 5 items.
• Administration Format: Paper-and-pencil, computer-assisted personal interviewing (CAPI), or web-based online survey administration.
• Target Population: Consumers, clients, or service users who have experienced a service failure or perceived organizational transgression.
• Estimated Completion Time: 1 to 2 minutes.
• Response Format: 7-point Likert scale (1 = Strongly disagree / Extremely unlikely to 7 = Strongly agree / Extremely likely).
• Scoring Instructions: All items are positively phrased; no reverse-scoring is required. Compute an overall retaliatory behavior score by calculating the arithmetic mean (preferred for preserving the 1–7 metric) or summing the raw responses (score range: 5 to 35).
• Score Interpretation:
  • Low Retaliation (Mean 1.00 – 2.00): Absence of retaliatory behavior; customer may adopt passive coping, exit, or constructive voice.
  • Moderate Retaliation (Mean 2.01 – 4.00): Emergence of punitive actions; sporadic or minor acts of operational disruption or vindictive communication.
  • High Retaliation (Mean 4.01 – 7.00): Severe, active retaliation; systematic efforts to inflict financial, operational, or reputational damage on the firm.

11. Permissions & Fee and Test Year

The Retaliatory Behavior (Revenge) Scale was published in 2009 in the Journal of Marketing by the American Marketing Association (AMA). Under academic fair-use conventions, the scale items may be utilized without cost for non-commercial scholarly research, empirical theses, and educational purposes, provided full bibliographic attribution is granted to Grégoire, Tripp, and Legoux (2009). Commercial applications, organizational diagnostic integration, or redistribution within proprietary commercial software require formal permission or licensing from the American Marketing Association or the Copyright Clearance Center.

12. References

Adams, J. S. (1965). Inequity in social exchange. In L. Berkowitz (Ed.), Advances in Experimental Social Psychology (Vol. 2, pp. 267–299). Academic Press. https://doi.org/10.1016/S0065-2601(08)60108-2

Bies, R. J., & Tripp, T. M. (1996). Beyond distrust: “Getting even” and the need for revenge. In R. M. Kramer & T. R. Tyler (Eds.), Trust in Organizations: Frontiers of Theory and Research (pp. 246–260). SAGE Publications. https://doi.org/10.4135/9781452243610.n12

Grégoire, Y., & Fisher, R. J. (2008). Customer betrayal and customer revenge: When “love” turns into “hate.” Journal of the Academy of Marketing Science, 36(2), 247–261. https://doi.org/10.1007/s11747-007-0054-0

Grégoire, Y., Tripp, T. M., & Legoux, R. (2009). When customer love turns into lasting hate: The effects of relationship strength and time on customer revenge and avoidance. Journal of Marketing, 73(6), 18–32. https://doi.org/10.1509/jmkg.73.6.18

Hirschman, A. O. (1970). Exit, Voice, and Loyalty: Responses to Decline in Firms, Organizations, and States. Harvard University Press.

Lazarus, R. S. (1991). Emotion and Adaptation. Oxford University Press.

Rousseau, D. M. (1995). Psychological Contracts in Organizations: Understanding Written and Unwritten Agreements. SAGE Publications. https://doi.org/10.4135/9781452231594

Walster, E., Walster, G. W., & Berscheid, E. (1978). Equity: Theory and Research. Allyn and Bacon.

13. Items of the Scale