1. Abstract
The Sport Club Brand Personality Scale (SCBPS) is a psychometrically validated, domain-specific 17-item self-report instrument developed to quantify the perceived brand personality dimensions of professional sport clubs. Introduced by Michael Schade, Rico Piehler, and Christoph Burmann in 2014, the instrument addresses critical conceptual and empirical limitations observed when applying generalized brand personality frameworks—such as Jennifer Aaker’s seminal 1997 framework—to the unique socio-emotional and experiential environment of spectator athletics. The SCBPS was formulated via a multi-stage empirical procedure encompassing extensive literature synthesis, digital content analyses of elite sports organizations, and in-depth qualitative expert interviews with sport marketing directors and academic researchers.
The operational framework of the SCBPS comprises four distinct psychometric subdimensions: Extraversion (α = .85), capturing dynamism, excitement, and sociability; Rebellious (α = .71), capturing non-conformism, assertiveness, and provocative edge; Open-Mindedness (α = .79), reflecting modernism, tolerance, and progressive community orientation; and Conscientiousness (α = .90), reflecting reliability, organizational professionalism, and structural integrity. All 17 items are measured along a standardized 5-point Likert response format ranging from 1 (“does not describe at all”) to 5 (“describes very well”). Psychometric validation conducted across diverse spectator and consumer samples confirmed strong construct validity, verified through confirmatory factor analysis (CFA), adequate convergent and discriminant validity via average variance extracted metrics, and pronounced predictive validity regarding fan loyalty, attitudinal attachment, and merchandise purchase intentions. The scale functions as an indispensable diagnostic and strategic utility for brand managers, sport sociologists, and consumer psychologists seeking to establish distinct brand identities insulated from the inherent volatility of on-pitch athletic outcomes.
2. Keywords
Sport Club Brand Personality Scale, SCBPS, brand personality, sport marketing, consumer psychology, athletic branding, psychometrics, team identity, fan loyalty, brand equity
3. Authors
The Sport Club Brand Personality Scale was conceptualized and empirically validated by leading researchers in marketing and brand management at the University of Bremen, Germany:
- Dr. Michael Schade — Chair of Innovative Brand Management (LiM), Faculty of Business Studies & Economics, University of Bremen, Bremen, Germany. His research interests focus on sport marketing, corporate branding, internal brand management, and consumer-brand relationships.
- Prof. Dr. Rico Piehler — Associate/Guest Researcher at the Chair of Innovative Brand Management (LiM), University of Bremen, and Professor of Marketing. His empirical scholarship explores brand equity, social media marketing, service brand management, and sport consumer behavior.
- Prof. Dr. Christoph Burmann — Full Professor of Business Administration and Chairholder of the Chair of Innovative Brand Management (LiM), University of Bremen, Bremen, Germany. A pioneer in identity-based brand management (identity-based brand management), Prof. Burmann has published extensively on strategic brand leadership, brand governance, and stakeholder perceptions across consumer and industrial sectors.
4. Purpose
The strategic and psychological purpose of the Sport Club Brand Personality Scale (SCBPS) centers on the accurate conceptualization, measurement, and tracking of symbolic, human-like personality traits attributed by consumers, spectators, and community stakeholders to professional athletic franchises. In contemporary sports economics, professional clubs function not merely as commercial service providers or sporting competitors, but as profound socio-cultural symbols that evoke deep affective commitments, tribal loyalty, and complex identity negotiations. A fundamental vulnerability faced by sporting organizations is the unyielding volatility of competitive success; athletic teams inevitably experience cyclical downturns, injuries, tactical failures, and relegation threats. If a sports franchise relies solely on functional or performance-based attributes—such as match victories or championship trophies—its commercial sustainability and brand equity remain fragile.
Consequently, establishing an enduring, emotionally resonant brand personality serves as an essential strategic buffer. By cultivating distinct personality profiles, sport management executives can build enduring psychological bonds with supporters that endure independently of short-term match results. Historically, sport marketing researchers attempted to assess club brand identity using generic instruments, most notably the 42-item Brand Personality Scale (BPS) established by Jennifer Aaker (1997), which features dimensions like Sincerity, Excitement, Competence, Sophistication, and Ruggedness. However, widespread psychometric investigations have demonstrated that generic brand personality scales suffer from systemic structural breakdowns, low item relevance, and inadequate factor replicability when applied to the specialized domain of sport clubs. For example, traits such as “charming,” “sentimental,” or “upper-class” frequently fail to register meaningful psychological significance among passionate sport supporters, while vital sports-specific characteristics—such as combativeness, community rebellion, or dynamic excitement—are completely omitted.
The SCBPS was purposefully engineered to eliminate this empirical misalignment. It provides sport organizations, corporate sponsors, and sport psychology researchers with an ecologically valid, parsimonious, and methodologically sound measurement battery specifically calibrated to the athletic landscape. In practical research applications, the scale facilitates sophisticated structural equation modeling to analyze how distinct personality dimensions drive behavioral outcomes, including seasonal ticket renewals, corporate sponsorship effectiveness, digital community engagement, licensed merchandise purchasing, and international brand expansion. In clinical, organizational, and community settings, the scale offers sport managers actionable empirical diagnostics to benchmark their club against cross-town rivals, identify brand identity misalignments, track longitudinal perceptual shifts following organizational crises or ownership changes, and craft targeted communications that resonate authentically with their core fan communities.
5. Psychological Construct
The psychological construct underlying the SCBPS is anchored in the theoretical premise that consumers attribute distinct human personality characteristics to athletic brands, projecting their own self-concepts, ideal self-images, or aspirational affiliations onto these collective entities. Rather than treating brand personality as an undifferentiated, monolithic halo effect, the SCBPS operationalizes the construct as a multidimensional, fourth-order psychological taxonomy consisting of four distinct, non-orthogonal dimensions: Extraversion, Rebellious, Open-Mindedness, and Conscientiousness.
Extraversion
The Extraversion dimension within the SCBPS mirrors the fundamental Extraversion trait described in the Big Five taxonomy of human personality, yet it is calibrated specifically to capture the collective, high-arousal social energy intrinsic to professional sporting arenas. In this context, Extraversion reflects perceived dynamism, outgoing enthusiasm, infectious cheerfulness, emotional expressiveness, and a spirited, celebratory public demeanor. Sport clubs scoring high on Extraversion are perceived by fans and the broader public as vibrant, communicative, thrilling, and socially magnetic organizations that actively cultivate passionate game-day atmospheres, maintain vivid media presences, and inspire collective celebrations. For instance, a club celebrated for its raucous stadium atmosphere, entertaining offensive playing style, and lively digital interactions with supporters exemplifies the psychological footprint of high Extraversion.
Rebellious
The Rebellious dimension captures a deeply specialized personality facet that is largely absent from generalized consumer brand personality frameworks, yet extraordinarily salient in athletic subcultures. This dimension embodies traits of non-conformism, unyielding toughness, defiance of traditional conventions, provocative attitude, and an outsider or underdog mentality. Psychologically, sports clubs frequently emerge from specific working-class struggles, marginalized socio-political milieus, or geographical countercultures. A high Rebellious score reflects an organization that unapologetically challenges established hierarchies, embraces aggressive, combative competitiveness, rejects sterile corporate posturing, and embraces a gritty, passionate identity. Prominent historical examples include clubs like FC St. Pauli or the historic “Bad Boys” Detroit Pistons, whose brand loyalty is fundamentally predicated on institutional defiance, anti-establishment ethos, and counter-cultural authenticity.
Open-Mindedness
The Open-Mindedness dimension corresponds theoretically to the higher-order personality trait of Openness to Experience, transposed into institutional, modern socio-cultural behaviors. Within the SCBPS framework, Open-Mindedness captures perceptions of modernism, progressive social engagement, cultural diversity, institutional tolerance, curiosity, and innovative community integration. Professional sport clubs with strong Open-Mindedness profiles are perceived as forward-thinking, welcoming of diverse demographics, supportive of progressive social causes (e.g., anti-racism, gender equality, environmental sustainability), and eager to embrace progressive organizational practices. This dimension plays an increasingly pivotal role in modern sport consumer psychology, as younger generations of fans and corporate sustainability partners demand that athletic organizations embody inclusive, globally minded values rather than archaic, insular institutional norms.
Conscientiousness
The Conscientiousness dimension reflects structural reliability, organizational discipline, administrative professionalism, ethical integrity, and unwavering competence. Parallel to the classic psychological construct of Conscientiousness, this dimension measures the degree to which a sport club is seen as meticulously organized, stable, trustworthy, financially solvent, and dedicated to systematic, long-term athletic and commercial execution. Clubs scoring high on Conscientiousness are viewed as well-oiled corporate machines characterized by operational rigor, dependable governance, strategic patience, and top-tier infrastructure (e.g., world-class youth academies, cutting-edge medical facilities, stable executive leadership). In contrast to erratic or emotionally chaotic organizations, highly conscientious sport brands project a sense of enduring authority, predictability, and profound institutional competence that reassures commercial partners, season ticket holders, and premier athletic talent.
6. Theoretical Framework
The conceptual architecture of the Sport Club Brand Personality Scale is grounded in the convergence of three foundational paradigms from cognitive psychology, social psychology, and consumer culture theory: Anthropomorphism Theory, the Trait Theory of Personality, and Social Identity Theory.
Anthropomorphism Theory, systematically articulated by psychological theorists such as Epley, Waytz, and Cacioppo (2007), posits that human beings possess an innate cognitive propensity to infer human-like mental states, emotional traits, moral intentionality, and personality characteristics to non-human entities, including animals, inanimate objects, and complex social organizations. In the realm of marketing and consumer behavior, Gilmore (1919) and later Aaker (1997) operationalized this cognitive tendency by defining brand personality as the set of human characteristics associated with a brand. When consumers interact continuously with a sport club—absorbing its history, observing its public statements, viewing its athletes, and experiencing the emotional highs and lows of competition—they synthesize these disparate stimuli into an anthropomorphized cognitive schema. The sport club ceases to be a mere legal business entity; it transforms into an intentional psychological agent possessing distinct dispositions, values, and expressive traits.
The second pillar rests upon the classical Trait Theory of Personality, specifically the Five-Factor Model (Big Five personality traits; Costa & McCrae, 1992; Goldberg, 1990). The Big Five established that human personality characteristics can be comprehensively organized into five fundamental semantic domains: Extraversion, Agreeableness, Conscientiousness, Neuroticism, and Openness to Experience. In constructing the SCBPS, Schade, Piehler, and Burmann recognized the profound heuristic utility of the Big Five lexical approach. However, rather than forcing human psychological axes directly onto an organizational context, they adhered to modern psychometric principles showing that while human personality encompasses biological, internal affective, and behavioral tendencies, brand personality reflects perceptual, expressive, and symbolic trait attributions formed through social interactions and media representations. As a result, certain human traits (such as Neuroticism) rarely emerge as distinct, desirable brand personality dimensions in functional branding, whereas specialized traits such as rebelliousness emerge organically due to the adversarial, tribal nature of athletic competition.
Finally, the scale integrates the sociological mechanisms of Social Identity Theory and Self-Categorization Theory (Tajfel & Turner, 1979). Social Identity Theory asserts that an individual’s self-concept is derived substantially from their perceived membership in relevant social groups. In athletic consumption, fans achieve psychological self-enhancement and identity affirmation by aligning themselves with teams whose perceived brand personalities either match their actual self-concept (self-congruity) or fulfill their aspirational self-concept (ideal self-congruity). A supporter who views themselves as an independent, anti-establishment maverick will experience intense psychological congruence with a club exhibiting a high “Rebellious” brand personality. Conversely, a fan who values stability, institutional pride, and impeccable discipline will gravitate toward a club distinguished by high “Conscientiousness.” The SCBPS provides the precise measurement apparatus required to quantify these symbolic congruencies and decipher the underlying mechanics of sport-related group identification.
7. Validity
The development of the SCBPS followed an exceptionally rigorous, multi-stage psychometric validation process executed across five distinct phases, establishing strong evidence for content validity, construct validity, convergent validity, discriminant validity, and criterion-related predictive validity.
Content and Face Validity
To avoid the common pitfall of imposing arbitrary personality traits from human psychology onto sports clubs, Schade et al. (2014) initiated scale development with an inductive qualitative discovery phase. A comprehensive review of sports marketing literature was combined with systematic digital content analyses of professional football (soccer) club communications, official fan forums, and independent sports journalism. This was supplemented by semi-structured expert interviews conducted with sport marketing executives, senior athletic directors, and academic branding specialists. This inductive phase generated a preliminary pool of over 100 sport-specific personality adjectives. A subsequent panel of psychometric and sports marketing experts rigorously evaluated each descriptor for face validity, domain specificity, clarity, and conceptual redundancy, reducing the item pool down to candidate traits reflecting genuine sport brand realities.
Construct and Convergent Validity
Construct validity was formally tested through large-scale empirical surveys administered to representative samples of sport consumers and spectators. The resulting correlation matrices demonstrated substantial convergent validity across the four focal dimensions. Confirmatory factor analysis demonstrated that each of the 17 indicators loaded strongly and significantly on its designated latent factor, with completely standardized factor loadings consistently exceeding the conventional psychometric threshold of .60, and many exceeding .80 (all p < .001). Furthermore, the Average Variance Extracted (AVE) for each of the four latent constructs exceeded the recommended benchmark of .50 (ranging from .51 for Rebellious to .68 for Conscientiousness), verifying that the underlying latent constructs account for more variance in their respective indicator items than is attributable to random measurement error.
Discriminant Validity
Discriminant validity was established using the rigorous Fornell-Larcker criterion and cross-loading evaluations. The Fornell-Larcker test dictates that the square root of the Average Variance Extracted for each latent construct must exceed the highest bivariate correlation between that construct and any other construct within the measurement model. Across all pairwise comparisons between Extraversion, Rebellious, Open-Mindedness, and Conscientiousness, the square roots of the AVEs were substantially higher than the inter-construct correlation coefficients. Additionally, an examination of cross-loadings demonstrated that no individual item loaded more strongly on an unintended latent factor than on its theoretically assigned construct. These structural findings confirmed that while the four dimensions operate synergistically within the higher-order brand personality architecture, they represent distinct, non-redundant cognitive evaluations in the minds of sport consumers.
Criterion-Related and Predictive Validity
Criterion-related validity was established by modeling the SCBPS dimensions as direct exogenous predictors of critical sport consumer relationship constructs, notably brand trust, brand identification, word-of-mouth recommendations, and merchandise purchasing behaviors. Structural equation models indicated that individual SCBPS dimensions exerted statistically significant, distinct impacts on behavioral outcomes. For example, Conscientiousness emerged as a powerful positive driver of institutional brand trust and perceived sponsor compatibility, whereas Extraversion and Rebellious functioned as potent predictors of passionate fan identification, active match attendance, and emotional co-creation behaviors. These findings confirmed the instrument’s strong criterion and nomological validity.
8. Reliability
The reliability of the Sport Club Brand Personality Scale has been consistently substantiated across multiple empirical studies using both classical test theory metrics (e.g., Cronbach’s alpha) and modern structural equation modeling reliability parameters (e.g., Composite Reliability / Dillon-Goldstein’s rho).
Internal Consistency Reliability
Internal consistency metrics for the four SCBPS subscales across validation studies demonstrate high reliability, easily surpassing Nunnally and Bernstein’s (1994) standard academic threshold of .70 for established research scales:
- Conscientiousness: Demonstrates remarkable internal consistency, yielding a Cronbach’s alpha of α = .90 and a Composite Reliability (CR) exceeding .91. This exceptionally high coefficient confirms that the items assessing organizational professionalism, reliability, and discipline capture a unified, cohesive latent domain with minimal measurement error.
- Extraversion: Demonstrates high internal reliability, characterized by a Cronbach’s alpha of α = .85 and a Composite Reliability of CR = .86. The high degree of inter-item correlation indicates robust structural cohesion among descriptors measuring excitement, dynamic energy, and cheerfulness.
- Open-Mindedness: Shows strong internal consistency with a Cronbach’s alpha of α = .79 and a Composite Reliability of CR = .80, reflecting solid psychometric precision in tapping modernism, social integration, and organizational tolerance.
- Rebellious: Yields a Cronbach’s alpha of α = .71 and a Composite Reliability of CR = .73. While slightly lower than the other three dimensions due to the polarizing nature of non-conformist and edgy brand traits, it comfortably exceeds the established psychometric threshold of .70, confirming adequate reliability for both scholarly modeling and organizational diagnostic applications.
Scale Stability and Item-Total Statistics
Corrected item-total correlations across all 17 scale items comfortably surpass the customary .40 threshold, with individual item-total correlations ranging between .48 and .82. No single item deletion leads to an increase in its respective subscale’s Cronbach’s alpha, confirming that every single item contributes positively to the internal consistency of its construct. Furthermore, test-retest analyses across independent consumer panels over two- to four-week intervals revealed stable intra-class correlation coefficients (ICCs > .75), demonstrating that the SCBPS captures enduring perceptual brand structures rather than fleeting, temporary match-day affective reactions.
9. Factor Analysis
The factorial validity of the Sport Club Brand Personality Scale was verified through a rigorous sequence of Exploratory Factor Analyses (EFA) followed by Confirmatory Factor Analyses (CFA), utilizing maximum likelihood estimation techniques on independent split-half and multi-club validation samples.
Exploratory Factor Analysis (EFA)
In the initial scale-purification phase, exploratory factor analysis utilizing principal axis factoring with Promax (oblique) rotation was conducted to uncover the underlying dimensionality of the candidate item battery. Oblique rotation was intentionally selected because real-world personality dimensions are theoretically expected to correlate mildly to moderately rather than remain strictly orthogonal. The Kaiser-Meyer-Olkin (KMO) measure of sampling adequacy consistently exceeded .88, and Bartlett’s Test of Sphericity reached high statistical significance (p < .001), indicating the correlation matrix was well-suited for factor decomposition.
Application of the Kaiser-Guttman criterion (eigenvalues > 1.0) and visual inspection of Cattell’s scree plot clearly indicated a four-factor structure. This four-factor solution accounted for approximately 62% to 66% of the total cumulative variance across validation datasets. Items displaying significant cross-loadings (> .30 on secondary factors) or weak primary loadings (< .50) were systematically eliminated, yielding the definitive, parsimonious 17-item four-factor configuration.
Confirmatory Factor Analysis (CFA)
To cross-validate the four-factor architecture on subsequent independent respondent cohorts, CFA models were estimated using structural equation modeling software (such as AMOS and Mplus). The hypothesized four-factor first-order measurement model demonstrated excellent fit to the empirical data across standard global fit statistics:
- Chi-Square to Degrees of Freedom Ratio (χ²/df): Values consistently fell within the recommended range of 1.5 to 2.8, demonstrating acceptable model parsimony.
- Comparative Fit Index (CFI): Values routinely reached or exceeded .94 to .96, comfortably surpassing the strict .90 baseline and aligning with Hu and Bentler’s (1999) rigorous .95 threshold for well-fitting models.
- Tucker-Lewis Index (TLI): Values mirrored the CFI, ranging between .93 and .95, indicating strong relative fit adjustment for model complexity.
- Root Mean Square Error of Approximation (RMSEA): The point estimate was estimated at approximately .048 to .056, with a 90% confidence interval falling well below the .08 ceiling and non-significant test for close fit (PCLOSE > .05).
- Standardized Root Mean Square Residual (SRMR): Obtained values of .042 to .051, remaining well beneath the .08 threshold for acceptable model residual variance.
Alternative competing models—such as a single-factor general brand personality model, a two-factor model combining cognitive and affective traits, and Aaker’s traditional five-factor model adapted to the same data—demonstrated substantially degraded fit indices (e.g., CFI < .80, RMSEA > .10). These model comparisons definitively established that the 17-item, four-factor SCBPS structure provides the most accurate and parsimonious representation of brand personality perceptions in professional sports clubs.
10. Instrument / Measurement Tool
The Sport Club Brand Personality Scale is a specialized, brief psychometric instrument engineered for self-administered electronic or paper-and-pencil data collection. A comprehensive overview of its structural and operational specifications is outlined below:
- Tool Type: Multi-dimensional psychological rating inventory / self-report survey scale.
- Target Population: Adult and adolescent sport consumers, seasonal ticket holders, casual spectators, general community residents, corporate brand managers, and commercial club partners.
- Total Item Count: 17 standardized trait items distributed across four discrete subscales:
- Extraversion: Measures dynamic, spirited, communicative, and socially celebratory brand characteristics.
- Rebellious: Measures non-conformist, tough, provocative, and anti-establishment characteristics.
- Open-Mindedness: Measures progressive, modern, tolerant, and community-inclusive characteristics.
- Conscientiousness: Measures reliable, disciplined, well-governed, and professionally competent characteristics.
- Response Format: Standard 5-point Likert scale:
- 1 = Does not describe at all
- 2 = Describes slightly
- 3 = Describes moderately
- 4 = Describes well
- 5 = Describes very well
- Administration Time: Approximately 3 to 5 minutes, making it highly feasible for inclusion in multi-construct marketing and longitudinal fan tracking surveys.
- Scoring and Computational Rules:
- All 17 items are positively worded relative to their parent dimension; therefore, no reverse scoring is required.
- Subscale scores are derived by calculating the unweighted arithmetic mean of the item responses assigned to each subscale (sum of subscale item scores divided by the number of items in that subscale).
- Subscale scores range from 1.0 to 5.0, where higher mean scores indicate stronger perceived presence of that specific personality trait.
- A single composite global brand personality score is generally not recommended, as the four dimensions reflect distinct, qualitative profiles rather than a single continuous continuum. Comparative organizational benchmarking should be executed at the profile level via multi-trait spidergrams or latent profile analysis.
11. Permissions & Fee and Test Year
The Sport Club Brand Personality Scale (SCBPS) was formally published in 2014 by Dr. Michael Schade, Prof. Dr. Rico Piehler, and Prof. Dr. Christoph Burmann in the peer-reviewed scholarly journal Journal of Brand Management (Palgrave Macmillan / Springer Nature).
Copyright and Usage Permissions:
- Academic and Educational Research: The theoretical framework, dimensional structure, and psychometric methodology of the SCBPS are available in the public academic literature. Academic researchers, doctoral scholars, and university students may employ the scale for non-commercial scientific research, master’s theses, and academic investigations without royalty fees, provided full formal citation is given to the original authors and the publishing journal.
- Commercial and Organizational Consulting Applications: Commercial market research agencies, professional sports leagues, corporate sponsorship consultancies, and private sports franchises seeking to incorporate the SCBPS into proprietary commercial diagnostics, revenue-generating benchmarking platforms, or institutional marketing audits should contact the primary authors and verify institutional licensing conditions with Palgrave Macmillan / Springer Nature.
12. References
- Aaker, J. L. (1997). Dimensions of brand personality. Journal of Marketing Research, 34(3), 347–356. https://doi.org/10.1177/002224379703400304
- Costa, P. T., & McCrae, R. R. (1992). Four ways five factors are basic. Personality and Individual Differences, 13(6), 653–665. https://doi.org/10.1016/0191-8869(92)90236-I
- Epley, N., Waytz, A., & Cacioppo, J. T. (2007). On seeing human: A three-factor theory of anthropomorphism. Psychological Review, 114(4), 864–886. https://doi.org/10.1037/0033-295X.114.4.864
- Goldberg, L. R. (1990). An alternative “description of personality”: The Big-Five factor structure. Journal of Personality and Social Psychology, 59(6), 1216–1229. https://doi.org/10.1037/0022-3514.59.6.1216
- Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
- Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric theory (3rd ed.). McGraw-Hill.
- Schade, M., Piehler, R., & Burmann, C. (2014). Sport club brand personality scale (SCBPS): A new brand personality scale for sport clubs. Journal of Brand Management, 21(7/8), 650–663. https://doi.org/10.1057/bm.2014.36
- 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.