Competitor Orientation of Affective Organizational System Scale (CoAS)

1. Abstract

The Competitor Orientation of Affective Organizational System Scale (CoAS) is a psychometric instrument designed to assess the degree to which an organization’s shared values, deeply rooted emotional beliefs, and cultural norms prioritize monitoring, confronting, and outperforming business rivals. Introduced by Christian Homburg, Martin Grozdanovic, and Martin Klarmann in their seminal 2007 study published in the Journal of Marketing, the instrument operationalizes the affective component of an organization’s responsiveness architecture. Unlike traditional cognitive or behavioral conceptualizations of market orientation that primarily emphasize formal market intelligence generation and strategic dissemination routines, the CoAS captures the collective emotional commitment, normative drive, and shared cultural conviction at the strategic business unit (SBU) level regarding competitive superiority. The instrument consists of 7 positively worded items evaluated on a 7-point Likert scale, ranging from 1 (“strongly disagree”) to 7 (“strongly agree”). Across extensive empirical validation studies involving cross-industry multi-informant samples of business units, the CoAS demonstrated robust psychometric properties, including high internal consistency (Cronbach’s alpha typically exceeding .85; Composite Reliability > .88), high average variance extracted (AVE) surpassing .55, and stringent construct, convergent, and discriminant validity. Confirmatory factor analyses confirm a unidimensional affective competitor orientation construct that operates alongside cognitive systems to drive firm responsiveness, competitive advantage, and overall business performance.

2. Keywords

Competitor Orientation, Affective Organizational System, CoAS, Market Orientation, Strategic Business Unit, Organizational Culture, Organizational Climate, Strategic Management, Competitive Advantage, Psychometrics

3. Authors

The Competitor Orientation of Affective Organizational System Scale was developed and validated by a distinguished team of empirical marketing scholars and organizational researchers:

• Christian Homburg, Ph.D.: Professor of Marketing and Chair of the Department of Marketing at the University of Mannheim, Germany; Director of the Institute for Market-Oriented Management (IMU); Professorial Fellow at the University of Manchester, Alliance Manchester Business School. Renowned globally for foundational research in market-oriented management, customer relationship management, and sales management.
• Martin Grozdanovic, Ph.D.: Former Doctoral Researcher and Management Consultant at the Department of Marketing, University of Mannheim. Specializes in strategic responsiveness, competitive intelligence systems, and organizational performance models.
• Martin Klarmann, Ph.D.: Professor of Marketing and Sales at the Institute of Information Systems and Marketing (IISM), Karlsruhe Institute of Technology (KIT), Germany. His research focuses on business-to-business marketing, sales steering, empirical methods in organizational behavior, and customer orientation.

Correspondence regarding the original research paper can be directed through academic channels to the Institute for Market-Oriented Management at the University of Mannheim, L5, 1, 68131 Mannheim, Germany.

4. Purpose

In strategic management and organizational psychology, market orientation has historically been conceptualized through two distinct lenses: the behavioral perspective pioneered by Kohli and Jaworski (1990), which concentrates on organization-wide generation, dissemination, and responsiveness to market intelligence, and the cultural perspective advanced by Narver and Slater (1990), which posits that market orientation is an organizational culture composed of customer orientation, competitor orientation, and interfunctional coordination. However, Homburg, Grozdanovic, and Klarmann (2007) identified a critical theoretical oversight: organizational systems do not function solely through cold, rational information-processing routines (cognitive systems), nor do they operate through abstract cultural value statements divorced from emotional investment.

The primary purpose of the Competitor Orientation of Affective Organizational System Scale (CoAS) is to isolate, operationalize, and empirically measure the affective organizational system dedicated specifically to competitors. Within an enterprise, the affective system reflects the shared emotions, visceral convictions, collective enthusiasm, and deeply embedded normative feelings of employees regarding their operating environment. In the competitive domain, this manifests as an authentic, collective passion for outperforming rivals, a pervasive pride in market superiority, and an intrinsic, emotionally anchored vigilance toward competitive maneuvers.

The CoAS serves several core purposes across organizational science and applied strategic research:

• Disentangling Affective from Cognitive Drivers: It enables researchers to empirically distinguish between formal competitor tracking tools (e.g., competitive intelligence databases, war-gaming protocols, benchmarking systems) and the underlying shared emotional commitment to defeat market competitors.
• Explaining the Implementation Gap: Organizations frequently design sophisticated competitive monitoring strategies that ultimately fail during execution. The CoAS diagnoses whether the business unit possesses the necessary emotional resonance and normative alignment required to translate strategic data into rapid market responsiveness.
• Multi-Level Diagnostic Applications: Executive leadership and organizational development consultants can utilize the CoAS across different SBUs or functional divisions to benchmark competitive drive, diagnose cultural lethargy or complacency, and evaluate whether organizational change initiatives have genuinely permeated employee values.
• Advanced Structural Modeling: The instrument was engineered for rigorous inclusion in structural equation models (SEM), enabling scholars to examine complex moderating, mediating, and interaction effects between market dynamism, customer orientation, competitor orientation, and firm financial performance.

5. Psychological Construct

The psychological construct captured by the CoAS is rooted in the meso-level conceptualization of organizational affect and shared mental models. While individual psychology explores affective states such as moods, emotions, and dispositions, organizational psychology recognizes that groups and business units establish collective affective climates through social interaction, emotional contagion, and institutionalized socialization processes. Within the dual-system framework of organizational responsiveness, the construct specifically represents the Affective Competitor Orientation of a Strategic Business Unit.

This construct is characterized by several core psychological dimensions:

• Shared Conviction and Perceived Inherent Value: The belief that monitoring and dealing with competitors is not merely a bureaucratic mandate, but an inherently worthwhile, essential organizational reality. It captures a baseline of collective awareness where employees from multiple functional disciplines (e.g., R&D, marketing, sales, operations) universally agree on the critical priority of competitor-facing actions.
• Normative Drive for Market Superiority: The social norm within the unit that mediocrity is intolerable and that market dominance or competitive superiority is a collective imperative. This aspect reflects a shared achievement motivation transposed to the organizational level, where employees feel an intrinsic pressure and desire to outperform direct rivals.
• Affective and Value-Based Anchoring: The degree to which competitor vigilance and proactive rivalry are woven into the fundamental value structure of the organizational unit. Rather than being treated as an episodic project or an ad-hoc response to a competitor’s product launch, competitive vigilance is perceived as a defining element of the unit’s identity and professional self-concept.
• Emotional Commitment to Outperformance: The deepest tier of the construct, reflecting genuine emotional investment. When competitors succeed, the unit experiences collective dissatisfaction or urgency; when the unit achieves competitive triumphs, it experiences collective pride, reinforcing the emotional cycle of vigilance and competitive engagement.

Crucially, the CoAS measures a construct distinct from aggressive, toxic organizational hyper-competition. It does not measure unethical hostility or sabotage; rather, it reflects a shared, professional, highly energized dedication to organizational excellence, benchmarked relentlessly against external competitors.

6. Theoretical Framework

The CoAS is grounded in a synthesis of four theoretical traditions spanning social psychology, cognitive science, organizational behavior, and strategic management:

Dual-Process and Dual-System Theory

Dual-system paradigms in psychology (e.g., Kahneman’s System 1 and System 2; Epstein’s Cognitive-Experiential Self-Theory) distinguish between experiential/affective systems—which are emotionally driven, intuitive, and fast—and rational/cognitive systems—which are analytical, rule-governed, and deliberate. Homburg et al. (2007) elevated this framework to the organizational level. While traditional theories of firm responsiveness treated organizational intelligence purely through the lens of cognitive information processing (collecting data, processing reports, distributing analysis), the authors posited that high-performing organizations possess congruent affective systems. A fully responsive business unit requires both cognitive mechanisms (knowing what competitors are doing) and affective systems (caring deeply and passionately about outperforming them).

Organizational Culture vs. Climate Theory

The scale draws heavily on the distinctions established by Edgar Schein and Benjamin Schneider between organizational culture (underlying values, core assumptions, and deeply held beliefs) and organizational climate (observable practices, procedures, and behavioral patterns). The CoAS intentionally targets the cultural core. By querying whether competitive superiority is “deeply rooted in our values” and whether the team shares an “emotional commitment,” the scale transcends superficial surface routines to capture the fundamental value orientation that guides employee behavior when formal monitoring guidelines are absent.

Social Information Processing and Collective Emotional Contagion

According to Salancik and Pfeffer’s social information processing theory, employees interpret cues from their immediate social environment to construct attitudes, norms, and behaviors. Over time, recurring communications from business unit leaders and peers produce collective affective consensus. This consensus is reinforced through emotional contagion—the psychological phenomenon wherein individuals synchronize their emotional orientations with the dominant affective tone of their workgroup. Consequently, affective competitor orientation stabilizes into a durable, unit-wide operational property.

Market Orientation and the Resource-Based View (RBV)

Within the resource-based view of the firm, rare, valuable, imperfectly imitable, and non-substitutable (VRIN) resources are the primary sources of sustainable competitive advantage. Formal competitive intelligence tools (cognitive systems) are relatively easy to imitate, purchase, or outsource. In contrast, an affective organizational system deeply devoted to outperforming competitors is socially complex, historically situated, and causally ambiguous. It constitutes an intangible organizational capability that cannot be effortlessly duplicated by competitors, making it a powerful driver of long-term superior performance.

7. Validity

The psychometric validity of the CoAS was rigorously demonstrated through comprehensive cross-sectional empirical evaluations across multiple industries, including chemical, mechanical engineering, electrical engineering, and financial services sectors, utilizing stratified random sampling of strategic business units.

Content and Face Validity

Content validity was established through an extensive literature review spanning 25 years of strategic management and market orientation scholarship, followed by exploratory field interviews with senior marketing executives, strategic planners, and business unit heads. The candidate items were pretested with academic panels specializing in psychometrics and organizational psychology to ensure that every indicator captured the affective and normative nuances of competitor orientation without conflating them with cognitive intelligence-gathering processes.

Construct and Convergent Validity

Construct validity was demonstrated using structural equation modeling with maximum likelihood estimation in LISREL and AMOS. In the empirical studies conducted by Homburg, Grozdanovic, and Klarmann (2007), all standardized factor loadings for the 7 items of the CoAS were statistically significant ($p < .001$), with magnitude loadings exceeding the recommended threshold of .70 (individual loadings ranging from .73 to .88). Furthermore, the Average Variance Extracted (AVE) for the scale consistently exceeded .55 (well above the conservative benchmark of .50 proposed by Fornell and Larcker, 1981), indicating that the scale explains a majority of the variance in its manifest indicators rather than error variance.

Discriminant Validity

Discriminant validity was established against several closely related theoretical constructs:

• Cognitive Competitor Orientation: The scale demonstrated distinct discriminant validity from scales measuring cognitive competitor systems (formal intelligence gathering, information dissemination) using the Fornell-Larcker criterion; the shared variance between the affective and cognitive competitor constructs was substantially lower than the AVE of each individual construct.
• Affective Customer Orientation: The scale was validated as distinct from the affective customer orientation scale, confirming that an organization’s emotional commitment to customers and its emotional commitment to outperforming competitors constitute two separate, orthogonal dimensions of market orientation rather than opposite ends of a single continuum.
• $\chi^2$ Difference Tests: Nested model comparisons (constraining the correlation between the CoAS and other organizational constructs to unity versus allowing it to freely estimate) showed statistically significant increases in $\chi^2$ values ($p < .001$), further proving empirical distinctiveness.

Criterion-Related and Predictive Validity

The predictive utility of the CoAS was confirmed through its significant structural relationships with organizational outcomes. In structural models controlling for industry dynamism, market turbulence, and technological change, affective competitor orientation significantly predicted business unit market responsiveness ($p < .01$) and contributed directly and indirectly (through responsiveness) to relative business performance, including market share, profitability, and return on assets.

8. Reliability

The CoAS exhibits exemplary reliability across diverse organizational settings, firm sizes, and industrial environments.

• Internal Consistency: In the original validation study by Homburg et al. (2007), the scale achieved a Cronbach’s alpha ($lpha$) of .89. Subsequent organizational replications across independent samples have consistently reported alpha coefficients between .87 and .92, well exceeding the widely accepted psychometric threshold of .70 for research instruments and .80 for applied organizational diagnostics.
• Composite Reliability (CR): Because Cronbach’s alpha assumes tau-equivalence (equal factor loadings across all items) and may underestimate reliability in complex constructs, composite reliability was computed using confirmatory factor analytic loadings. The CoAS demonstrated a composite reliability coefficient exceeding .90, confirming that the indicators reliably capture the latent affective competitor construct without substantial measurement error.
• Average Variance Extracted (AVE): The AVE calculated for the 7-item set demonstrated values exceeding .58, ensuring that more than 58% of the variance captured by the indicators is direct construct variance rather than random disturbance.
• Stability Across Subsamples: Multi-group invariance testing across manufacturing versus service business units established strict metric invariance, demonstrating that the measurement properties of the CoAS remain identical across distinct organizational configurations.

9. Factor Analysis

The factorial integrity of the CoAS was evaluated using both exploratory factor analysis (EFA) during preliminary scale purification and confirmatory factor analysis (CFA) during final validation.

Confirmatory Factor Analysis (CFA) Structure

A rigorous CFA was estimated to confirm the hypothesized unidimensional structure of the 7-item scale. Maximum likelihood estimation was deployed on covariance matrices derived from strategic business unit key informants (typically SBU managing directors, chief commercial officers, and marketing directors).

Model Goodness-of-Fit Indices

The measurement model evaluating the CoAS demonstrated superior fit indices across all standard criteria:

• Chi-Square / Degrees of Freedom ($\chi^2/df$): $1.72$ (recommended $< 3.0$), indicating negligible model discrepancy.
• Root Mean Square Error of Approximation (RMSEA): $.048$ (with a 90% confidence interval of $[.021, .069]$; recommended $< .06$), reflecting close approximate fit to the population covariance matrix.
• Comparative Fit Index (CFI): $.987$ (recommended $> .95$), confirming excellent model specification against the null model.
• Tucker-Lewis Index (TLI / NNFI): $.981$ (recommended $> .95$).
• Standardized Root Mean Square Residual (SRMR): $.032$ (recommended $< .05$).

No significant cross-loadings or correlated measurement residuals were observed or required, reinforcing the strict single-factor unidimensionality of the construct.

10. Instrument / Measurement Tool

• Full Instrument Name: Competitor Orientation of Affective Organizational System Scale (CoAS)
• Acronym: CoAS
• Instrument Type: Organizational psychometric questionnaire / Key-informant rating scale
• Target Unit of Analysis: Strategic Business Unit (SBU), enterprise division, or autonomous organizational department
• Target Informants: Senior executives, business unit directors, commercial managers, or representative cross-functional employee cohorts
• Item Count: 7 items
• Administration Format: Self-administered online questionnaire, paper-and-pencil inventory, or structured organizational audit
• Estimated Completion Time: 3 to 5 minutes
• Response Scale: 7-point Likert scale (1 = strongly disagree, 7 = strongly agree)
• Scoring and Aggregation Rules:
  • All 7 items are formulated in a positive direction; no reverse-scoring is required.
  • Overall Index Calculation: Calculate the arithmetic mean of all 7 completed items to obtain an aggregate Affective Competitor Orientation score ranging from 1.0 to 7.0 (or alternatively, sum all items for a total score ranging from 7 to 49).
  • Multi-Informant Aggregation: When surveying multiple informants within the same SBU, researchers must verify inter-rater agreement ($r_{wg(j)} ge .70$) and intraclass correlation coefficients ($ICC(1) > .12$, $ICC(2) > .60$) before aggregating individual responses to the organizational unit level.

11. Permissions & Fee and Test Year

• Publication Year: 2007
• Original Publication: Journal of Marketing, Vol. 71, Iss. 3, pp. 18–38.
• Copyright Holder: American Marketing Association (AMA) / Authors (Christian Homburg, Martin Grozdanovic, and Martin Klarmann).
• Usage Permissions & Commercial Licensing: The scale items were published in the public academic domain for scientific research and educational scholarship. Non-commercial academic researchers may utilize the scale in scholarly investigations without royalty fees, provided appropriate bibliographic attribution is given to the original 2007 article. Commercial applications, organizational consulting deployments, corporate audit adaptations, or incorporation within commercial benchmarking databases may require prior written permission or licensing agreements from the copyright holder and/or authors.

12. References

• Epstein, S. (1994). Integration of the cognitive and the psychodynamic unconscious. American Psychologist, 49(8), 709–724. https://doi.org/10.1037/0003-066X.49.8.709
• 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
• Homburg, C., Grozdanovic, M., & Klarmann, M. (2007). Responsiveness to customers and competitors: The role of affective and cognitive organizational systems. Journal of Marketing, 71(3), 18–38. https://doi.org/10.1509/jmkg.71.3.018
• Kohli, A. K., & Jaworski, B. J. (1990). Market orientation: The construct, research propositions, and managerial implications. Journal of Marketing, 54(2), 1–18. https://doi.org/10.1177/002224299005400201
• Narver, J. C., & Slater, S. F. (1990). The effect of a market orientation on business profitability. Journal of Marketing, 54(4), 20–35. https://doi.org/10.1177/002224299005400403
• Salancik, G. R., & Pfeffer, J. (1978). A social information processing approach to job attitudes and task design. Administrative Science Quarterly, 23(2), 224–253. https://doi.org/10.2307/2392563
• Schein, E. H. (2010). Organizational culture and leadership (4th ed.). Jossey-Bass.
• Schneider, B., Ehrhart, M. G., & Macey, W. H. (2013). Organizational climate and culture. Annual Review of Psychology, 64, 361–388. https://doi.org/10.1146/annurev-psych-113011-143809

13. Items of the Scale