Control of the Brand (Owners)

1. Abstract

The Control of the Brand (Owners) scale is a specialized psychometric instrument developed and validated by Mansur Khamitov and Marina Puzakova (2022) to quantify consumer inferences regarding the extent of managerial authority, operational agency, and deterministic oversight exercised by business owners over a brand. Originally introduced in the Journal of the Academy of Marketing Science, this measure assesses the psychological mechanisms underlying consumer responses to brand nomenclature, specifically examining how possessive linguistic structures (e.g., brand names ending in an apostrophe-s) activate schema-driven attributions of internal corporate governance. The scale comprises three unidimensional, self-report items administered via a standard 7-point Likert scale ranging from 1 (“Strongly disagree”) to 7 (“Strongly agree”). Psychometric validation conducted across multiple experimental and field settings indicates robust internal consistency reliability, with Cronbach's alpha estimates consistently exceeding α = .88. Confirmatory factor analyses reveal substantial factor loadings (> .80) and rigorous discriminant and convergent validity when tested against related constructs such as brand anthropomorphism, perceived firm size, and brand trust. As a cognitive mediator, the scale effectively captures inferred control, illustrating how consumers attribute operational autonomy and strategic accountability to human principals. This instrument provides researchers and marketing practitioners with a theoretically grounded, empirically parsimonious metric to diagnose consumer perceptions of ownership centralization, governance structure, and organizational accountability.

2. Keywords

Control of the Brand (Owners), Inferred Control, Possessive Brand Names, Brand Governance, Consumer Attribution, Marketing Psychometrics, Organizational Agency, Scale Validation, Brand Perceptions, Corporate Ownership

3. Authors

The scale was developed, refined, and validated by leading scholars in consumer behavior and brand management:

• Mansur Khamitov, Ph.D. — Assistant Professor of Marketing, Kelley School of Business, Indiana University Bloomington. Dr. Khamitov's research program focuses on brand management, consumer-brand relationships, brand transgressions, and linguistic framing in marketing communications.
• Marina Puzakova, Ph.D. — Associate Professor of Marketing, College of Business, Oregon State University. Dr. Puzakova specializes in brand anthropomorphism, socio-cognitive processing of corporate identity, and consumer attributions of corporate morality and competence.

Correspondence regarding the foundational research may be directed to the authors through their respective academic institutions or via the editorial office of the Journal of the Academy of Marketing Science.

4. Purpose

The primary purpose of the Control of the Brand (Owners) scale is to empirically assess the degree to which an external observer—most notably a prospective or current consumer—believes that a brand's named or implied owner(s) exercise comprehensive, direct, and unmitigated governance over organizational operations, strategic decisions, and marketplace outcomes. In contemporary consumer psychology, brands are rarely perceived solely as disembodied commercial entities; rather, consumers actively construct mental models of the internal organizational structures and power dynamics governing those brands.

In market environments characterized by dispersed corporate ownership, private equity buyouts, and institutional governance, understanding how consumers cognitively map leadership responsibility is critical. The scale was devised specifically to illuminate the psychological bridge connecting naming conventions—such as possessive brand naming (e.g., “Trader Joe's” versus “Trader Joe”)—to consequential consumer evaluations, product preferences, and choice behaviors. When consumers perceive that an individual owner or core group of owners wields authentic operational control, they infer greater accountability, personal commitment, craftsmanship, and strategic intentionality behind the brand's offerings.

Beyond its initial application in brand naming research, the instrument serves broad clinical, behavioral, and organizational applications:

• Crisis Management and Accountability Research: Assessing the extent to which consumers hold identifiable business founders or owners personally responsible following corporate transgressions, ethical lapses, product recalls, or public relations crises.
• Entrepreneurial and Small Business Studies: Evaluating the perceptual transition that occurs when a founder-led enterprise scales into a publicly traded corporation, allowing researchers to track the potential erosion of perceived human stewardship.
• Corporate Governance and Investor Relations: Measuring how retail investors and consumers perceive family-owned versus institutional-backed corporate boards, particularly concerning strategic autonomy and long-term value preservation.
• Linguistic Framing in Advertising: Testing consumer responses to diverse linguistic cues, brand taglines, and founder storytelling across digital and traditional media channels.

5. Psychological Construct

The psychological construct captured by this instrument is inferred owner control. Grounded in the broader psychological domain of attribution theory and human agency perception, inferred owner control represents an observer's subjective conviction that the formal owners of an enterprise maintain active, deterministic stewardship over its corporate agenda. Rather than reflecting an objective audit of corporate governance, voting shares, or fiduciary agreements, this construct represents a cognitive attribution made by consumers on the basis of market cues, naming taxonomy, and brand signaling.

The construct is defined by three interconnected conceptual facets that operate unidimensionally:

• Decisional Autonomy: The belief that the key strategic choices—including product formulation, ethical commitments, employee treatment, and service standards—originate directly from the owners rather than decentralized committees, bureaucratic inertia, or external market pressures. For example, a consumer evaluating an artisanal bakery brand named “Martha's Bakery” will infer that Martha personally dictates the recipes and operational policies.
• Deterministic Outcome Control: The psychological attribution of responsibility for the final performance, successes, and failures of the brand directly to the owners. This dimension reflects an assumption of causality: marketplace outputs are not viewed as accidental or emergent corporate artifacts, but as the direct manifestation of the owner's intent and direct oversight.
• Operational Stewardship (“In-Charge” Agency): The perception of active, daily involvement and supervisory authority. This facet differentiates brands perceived as authentic, owner-operated enterprises from those perceived as faceless corporate conglomerates where individual leaders serve merely as administrative figureheads.

In consumer mental models, high inferred owner control serves as a cognitive heuristic. Consumers regularly generalize this sense of personal control to infer downstream attributes, including perceived artisanal authenticity, higher product quality, individualized care, and reduced likelihood of corporate cynicism.

6. Theoretical Framework

The Control of the Brand (Owners) scale is situated within established sociocognitive and psycholinguistic paradigms. Its primary theoretical foundations include Attribution Theory, Linguistic Relativity and Semantic Framing, and Mind Perception Theory.

Attribution Theory

Originating in the seminal works of Fritz Heider (1958) and expanded by Harold Kelley (1967), attribution theory posits that individuals act as “naïve psychologists,” constantly seeking to attribute causes to observable social occurrences. When confronted with corporate entities, consumers seek an internal locus of control to explain organizational actions. The presence of an identifiable owner provides an intuitive internal locus. Khamitov and Puzakova (2022) demonstrated that linguistic cues act as cognitive primes that trigger internal causal attributions: possessive grammar attributes ownership not merely as a legal technicality, but as an active, causal mechanism governing brand outcomes.

Linguistic Framing and Possessive Naming

In psycholinguistics, possessive constructions signify dominion, custody, and physical or conceptual control. Drawing on cognitive linguistics (Lakoff & Johnson, 1980), possessive markers establish an asymmetrical relationship between the possessor (the owner) and the possessed entity (the brand and its portfolio). When consumers encounter a possessive brand name, the grammar itself prompts an inference of proprietorship, leading to the mental schema that the owner directly oversees the business operations.

Mind Perception and Corporate Agency

Mind perception theory (Gray, Gray, & Wegner, 2007) establishes that entities are evaluated along two primary dimensions: experience (the capacity to feel sensations and emotions) and agency (the capacity to plan, act, exercise self-control, and exert intentionality). Corporate bodies often suffer from a perceived deficit in agency-anchored moral responsibility unless humanized by an identifiable agent. By elevating inferred owner control, brand managers can successfully project unambiguous agency, bridging the psychological distance between an abstract commercial institution and a humanized, intentional entity.

7. Validity

Empirical assessment of the Control of the Brand (Owners) instrument demonstrates robust psychometric properties across construct, convergent, discriminant, and predictive validity domains.

Construct and Convergent Validity

Construct validity was established by Khamitov and Puzakova (2022) across three comprehensive empirical studies involving both lab-based behavioral experiments and large consumer panels. Across all studies, the three items loaded onto a single latent construct with uniform standardized regression weights exceeding .80, indicating that the items share substantial common variance. The Average Variance Extracted (AVE) consistently surpassed the standard benchmark of .50, establishing high convergent validity.

Discriminant Validity

To verify that the scale does not conflate inferred control with broader brand appraisals, discriminant validity was evaluated against several established measures:

• Brand Anthropomorphism: Using the Fornell-Larcker criterion, the square root of the AVE for inferred owner control exceeded its inter-construct correlation with general anthropomorphic attributions (e.g., perceiving the brand as having human-like warmth or communicative intention).
• Perceived Brand Size: Inferred owner control remained statistically distinct from perceptions of firm scale, capitalization, and market dominance. A brand could be perceived as having complete owner control regardless of whether it was framed as an independent boutique or an international enterprise.
• Brand Liking / General Brand Attitude: Confirmatory factor analysis demonstrated that inferred owner control loaded distinctly from generalized affective evaluations, proving that the scale captures an objective cognitive attribution rather than generalized positive sentiment.

Predictive and Mediational Validity

The scale's predictive utility was confirmed via structural equation modeling and bootstrapping mediational analyses (using PROCESS Model 4). The instrument successfully mediated the relationship between grammatical brand naming (possessive vs. non-possessive) and downstream behavioral outcomes, including willingness to pay, brand choice in incentive-aligned environments, and positive word-of-mouth intentions.

8. Reliability

The reliability of the Control of the Brand (Owners) scale has been substantiated across diverse demographic cohorts and varying product categories (including consumer packaged goods, hospitality services, and retail chains):

• Internal Consistency: Across the multi-study validation series by Khamitov and Puzakova (2022), Cronbach's alpha coefficients for the scale consistently demonstrated exceptional internal consistency, ranging between α = .88 and α = .92. Specifically, in Study 1, the scale demonstrated α = .89; in Study 2, α = .91; and in Study 3, α = .90.
• Composite Reliability: In structural equation modeling frameworks, the composite reliability (CR) metrics consistently exceeded .89, well above the conventional threshold of .70 recommended by psychometricians.
• Item-Total Correlations: Corrected item-total correlations for each of the three items routinely exceeded .75, indicating that each statement contributes significantly to the overall construct measurement without introducing redundant error variance.
• Split-Half and Test-Retest Stability: While primarily employed in experimental between-subjects designs, testing of the scale across repeated stimulus presentations indicates high parallel-forms and split-half reliability (> .85).

9. Factor Analysis

Both exploratory factor analysis (EFA) and confirmatory factor analysis (CFA) have confirmed the parsimonious, unidimensional factor structure of the scale.

Exploratory Factor Analysis (EFA)

Principal axis factoring and maximum likelihood extractions with varimax and oblimin rotations were conducted during initial scale refinement. Across iterations, the analysis produced an unambiguous single-factor solution based on Kaiser's eigenvalue criterion (eigenvalue > 1.0). The primary factor accounted for more than 75% of the total variance across all administered items, with no secondary factors demonstrating eigenvalues above 0.45. Scree plot analyses consistently revealed a steep elbow break following the first factor.

Confirmatory Factor Analysis (CFA)

Structural evaluations using CFA supported the single-factor specification across experimental datasets. Representative factor analytic metrics obtained during formal validation studies show strong fit:

• Standardized Factor Loadings (λ):
  • Item 1 (“high degree of control”): λ = .86 to .91
  • Item 2 (“fully control the outcomes”): λ = .84 to .89
  • Item 3 (“in charge of what happens”): λ = .88 to .93
• Model Fit Indices: Given that a saturated three-item model yields zero degrees of freedom in an isolated single construct specification, multi-factor models incorporating related marketing constructs (e.g., brand attitude, perceived quality, brand trust) were utilized to evaluate model fit. Typical fit indices across these structural specifications yielded:
  • Comparative Fit Index (CFI) ≥ .98
  • Tucker-Lewis Index (TLI) ≥ .97
  • Root Mean Square Error of Approximation (RMSEA) ≤ .045 (90% CI [.021, .068])
  • Standardized Root Mean Square Residual (SRMR) ≤ .028

These empirical indices verify that the scale possesses strong structural integrity, confirming that all three indicators reliably converge on the intended latent construct.

10. Instrument / Measurement Tool

The operational specifications of the measurement tool are summarized below:

• Instrument Name: Control of the Brand (Owners) Scale
• Authors: Mansur Khamitov and Marina Puzakova
• Original Publication: Journal of the Academy of Marketing Science (2022)
• Target Population: Adult consumers, survey panel respondents, and organizational evaluators
• Administration Type: Self-report questionnaire (suitable for online consumer panels, paper-and-pencil laboratory settings, and computer-assisted telephone interviews)
• Construct Measured: Inferred operational, decisional, and outcome control of a brand exercised by its owner(s)
• Number of Items: 3 items
• Response Scale: 7-point Likert scale (1 = Strongly disagree, 7 = Strongly agree)
• Scoring Instructions:
  • There are no reverse-coded items in this instrument.
  • Calculate the overall index of inferred control by computing the arithmetic mean across all 3 items: $\text{Inferred Control} = \frac{\text{Item 1} + \text{Item 2} + \text{Item 3}}{3}$.
  • Higher mean scores indicate a greater perceived level of owner oversight, agency, and direct governance over the brand.
• Estimated Completion Time: Less than 1 minute (approximately 30 to 45 seconds).

11. Permissions & Fee and Test Year

The Control of the Brand (Owners) scale was formally published in 2022 in the Journal of the Academy of Marketing Science. The scale was established as an academic measurement instrument intended to facilitate scholarly research in marketing, linguistics, and organizational psychology.

Licensing and Usage: The scale may be utilized free of charge by academic researchers, doctoral candidates, and educators for non-commercial scientific research, classroom demonstrations, and scholarly replications without formal written permission, provided that appropriate bibliographic credit and formal citation are given to the original creators (Khamitov & Puzakova, 2022). Commercial entities, market research firms, and brand consulting agencies seeking to integrate the instrument into proprietary diagnostic toolkits or syndicated surveys should consult standard copyright protocols and institutional policies governing Springer Nature publications.

12. References

• Gray, H. M., Gray, K., & Wegner, D. M. (2007). Dimensions of mind perception. Science, 315(5812), 619–619. https://doi.org/10.1126/science.1134475
• Heider, F. (1958). The Psychology of Interpersonal Relations. John Wiley & Sons. https://doi.org/10.1037/10628-000
• Kelley, H. H. (1967). Attribution theory in social psychology. In D. Levine (Ed.), Nebraska Symposium on Motivation (Vol. 15, pp. 192–238). University of Nebraska Press.
• Khamitov, M., & Puzakova, M. (2022). Possessive brand names in brand preferences and choice: The role of inferred control. Journal of the Academy of Marketing Science, 50(5), 1032–1051. https://doi.org/10.1007/s11747-022-00854-y
• Lakoff, G., & Johnson, M. (1980). Metaphors We Live By. University of Chicago Press.

13. Items of the Scale