Attitude Toward the Ad (Usefulness)

1. Abstract

The Attitude Toward the Ad (Usefulness) (ATAU) scale, developed by Daniel A. Sheinin, Sajeev Varki, and Christy Ashley (2011), is a specialized psychometric instrument designed to measure the perceived informational and utilitarian value of an advertisement. While broad attitude-toward-the-ad ($A_{ad}$) measures historically conflate affective reactions, aesthetic admiration, and cognitive assessments, the ATAU isolates the cognitive and utilitarian dimension of message processing. Comprising five distinct items evaluated on a 7-point Likert scale ranging from 1 (strongly disagree) to 7 (strongly agree), the instrument assesses message believability, personal relevance, communication of tangible product benefits, articulation of brand image, and overall practical utility. Psychometric evaluations across multiple empirical investigations confirm that the ATAU demonstrates strong internal consistency reliability, with Cronbach’s alpha coefficients consistently exceeding .85. Confirmatory factor analyses support a unidimensional structure for this specific subscale while demonstrating robust discriminant validity from companion constructs such as perceived ad novelty, hedonic entertainment value, and general positive affect. The instrument displays strong predictive and criterion-related validity, serving as a reliable predictor of brand cognition, brand attitude ($A_{brand}$), and subsequent purchase intentions, particularly under conditions that elicit central-route processing or goal-directed consumer search. This document provides a comprehensive academic analysis of the scale’s theoretical foundations, structural validity, reliability, scoring methodology, and empirical applications in advertising and consumer psychology.

2. Keywords

Attitude Toward the Ad, Message Usefulness, Informational Advertising, Cognitive Response, Advertising Effectiveness, Elaboration Likelihood Model, Consumer Psychology, Psychometrics, Brand Judgments, Believability

3. Authors

The scale was developed and validated by:

• Daniel A. Sheinin — Professor of Marketing, Department of Marketing, University of Rhode Island, Kingston, RI, USA. Specialist in brand management, brand extensions, advertising strategy, and consumer information processing.
• Sajeev Varki — Associate Professor of Marketing, Department of Marketing, College of Business, University of South Florida, Tampa, FL, USA. Expert in psychometric modeling, customer satisfaction, service marketing, and quantitative consumer research.
• Christy Ashley — Professor of Marketing, Department of Marketing, College of Business, University of Rhode Island, Kingston, RI, USA. Researcher focused on consumer-brand relationships, marketing communications, experiential marketing, and customer engagement.

4. Purpose

In consumer psychology and marketing communications, evaluating an advertisement’s effectiveness has traditionally centered on global affective metrics, summarized as general attitude toward the ad ($A_{ad}$). Seminal literature conceptualized $A_{ad}$ as a predisposition to respond in a favorable or unfavorable manner to a particular advertising stimulus. However, treating $A_{ad}$ as a monolithic affective construct obscures the specific mechanisms through which advertisements inform, persuade, and influence consumer decision-making. The primary purpose of the Attitude Toward the Ad (Usefulness) scale is to isolate, operationalize, and quantify the cognitive, utilitarian, and information-bearing facets of advertising exposure.

Consumers consistently engage with promotional media not solely for entertainment or aesthetic diversion, but to reduce information asymmetry, lower search costs, and evaluate product-market offerings against idiosyncratic needs. Sheinin, Varki, and Ashley (2011) introduced the scale to decouple the practical utility of an advertisement from its creative novelty. While an advertisement may be visually striking, emotionally evocative, or structurally novel, it may fail to provide relevant, credible, or actionable guidance regarding the brand’s core competencies. Conversely, an advertisement low in creative novelty may exhibit exceptional efficacy by clearly articulating functional product attributes, warranty parameters, problem-solving capabilities, and corporate identity.

The scale fulfills several distinct research and diagnostic objectives in experimental and applied domains:

• Decoupling Creative Novelty from Pragmatic Efficacy: It allows researchers to empirically demonstrate how ad novelty and message usefulness interact to shape brand judgments, revealing that novelty without utility often fails to enhance long-term brand equity.
• Diagnostic Pre-Testing in Commercial Advertising: Practitioners can use the tool in copy-testing environments to assess whether target demographics comprehend product benefits, find claims believable, and view presented information as applicable to their consumption needs.
• Investigation of Cognitive Processing Pathways: It serves as a focal mediator in structural equation models exploring how message frames (e.g., comparative versus non-comparative, functional versus transformational) translate into enduring brand beliefs under variable levels of cognitive elaboration and consumer involvement.

5. Psychological Construct

The psychological construct operationalized by this scale is perceived message usefulness (also termed ad usefulness or the informational value of an advertisement). Perceived message usefulness represents an individual’s subjective appraisal of an advertisement’s instrumental capacity to facilitate informed decision-making regarding a product, service, or brand. Rather than capturing passive valence or hedonic pleasure, message usefulness is an active, goal-directed cognitive evaluation composed of five integrated dimensions:

1. Claim Believability and Credibility

Informational utility cannot materialize if the consumer rejects the truth value of the claims presented. Believability involves the subjective probability assigned by a consumer that the assertions made by the advertiser correspond to objective reality. In the ATAU, item 1 assesses this foundational epistemic gate: without believability, information is discarded as manipulative puffery, failing to function as useful knowledge.

2. Personal Relevance

Utility is fundamentally contextual. Information may be factually accurate and objectively robust, yet utterly useless to an observer if it fails to address their specific goals, values, lifestyles, or consumption contexts. Item 2 captures the degree of self-referencing and perceived diagnostic value for the respondent’s personal situation, aligning with classic theories of perceived personal relevance in consumer information processing.

3. Product Benefit Articulation

Utilitarian value in commercial communication depends on translating abstract engineering specifications or product features into tangible consumer benefits. Benefit communication (captured by item 3) assesses whether the stimulus clarifies what the offering actually accomplishes for the user, bridging the gap between descriptive attributes and outcome-oriented consumption consequences.

4. Brand Image Communication

Modern consumers evaluate products not in isolation, but as manifestations of brand identity, values, and market positioning. Item 4 evaluates the degree to which an advertisement clearly delineates the brand’s positioning and ethos. Useful advertisements help consumers locate the brand within their cognitive category maps, clarifying how it differs from competitors.

5. Practical Utility and Actionability

Item 5 reflects a global assessment of instrumental utility. It evaluates whether the aggregate message lowers search costs, clarifies purchase decisions, or provides insights that can be leveraged during pre-purchase deliberation, choice execution, or product usage.

6. Theoretical Framework

The conceptual infrastructure of the Attitude Toward the Ad (Usefulness) scale rests upon three intersecting theoretical paradigms within marketing communication and cognitive psychology:

The Dual Mediation Hypothesis (DMH)

In classical advertising theory, the Dual Mediation Hypothesis posits that an individual’s evaluation of an advertisement influences brand attitudes ($A_{brand}$) via two primary conduits: a direct affective pathway ($A_{ad} \rightarrow A_{brand}$) and an indirect cognitive pathway mediated by brand cognitions ($A_{ad} \rightarrow C_b \rightarrow A_{brand}$). The ATAU serves as the quintessential operationalization of the cognitive appraisal channel within this framework. When consumers perceive an advertisement as high in utility, their cognitive responses ($C_b$) skew positively, reinforcing structured, rational, and durable brand beliefs rather than ephemeral emotional impressions.

The Elaboration Likelihood Model (ELM)

Formulated by Petty and Cacioppo, the Elaboration Likelihood Model argues that persuasion occurs through two distinct routes: central and peripheral. Central-route persuasion requires cognitive effort, attention to argument quality, and thoughtful consideration of message attributes. The ATAU explicitly taps into the outcomes of central-route processing. When motivation and ability to process information are elevated (high involvement), message usefulness functions as a primary driver of persuasion. Consumers scrutinize the claims for relevance, believability, and benefit clarity. Under low involvement, peripheral cues (such as musical valence or visual novelty) might dominate; however, when choices carry financial, social, or physical risk, perceived usefulness is the dominant determinant of brand equity.

Informational vs. Transformational Advertising Theory

Puto and Wells (1984) proposed that advertisements can be bifurcated into informational and transformational varieties. An informational ad is defined as one that provides consumers with factual, relevant brand data in a clear and logical manner, enabling them to evaluate the merits of the brand. Transformational advertising, conversely, associates the experience of using the product with a unique set of psychological characteristics. The ATAU operationalizes the degree to which an ad succeeds along the informational continuum. Sheinin et al. (2011) extended this perspective by demonstrating that message usefulness interacts with creative execution: novel creative styles spark initial orienting responses, but unless anchored by perceived usefulness, they fail to cultivate favorable brand evaluations.

7. Validity

Empirical evidence supporting the construct, convergent, discriminant, and predictive validity of the Attitude Toward the Ad (Usefulness) scale is robust across varied experimental stimuli and product categories.

Construct and Convergent Validity

Construct validity was established by Sheinin, Varki, and Ashley (2011) across multiple experimental trials examining novel and familiar product categories. Convergent validity is confirmed by the high, uniform factor loadings exhibited by the five items on their latent construct. In confirmatory factor models, all five items display standardized loadings exceeding .75 ($p < .001$), demonstrating that each question captures substantial variance associated with the central construct of perceived message usefulness. Furthermore, the average variance extracted (AVE) routinely exceeds .65, well above the standard .50 threshold established by Fornell and Larcker (1981).

Discriminant Validity

A central objective in the development of the ATAU was establishing its empirical divergence from Ad Novelty. Confirmatory factor analyses comparing a single-factor unconstrained model (combining novelty and usefulness) against a two-factor correlated model demonstrate that the two-factor specification yields a superior fit to the empirical data across independent experimental conditions ($\Delta \chi^2$ tests significant at $p < .001$). The correlation between ad novelty and message usefulness is consistently moderate or low (frequently falling between $r = .15$ and $r = .35$), confirming that an ad can be perceived as highly novel while possessing negligible utility, or vice versa. Additionally, the scale discriminates cleanly from general positive affect toward the ad, affective valence, and aesthetic appeal.

Predictive and Criterion-Related Validity

The ATAU exhibits strong criterion-related validity in forecasting downstream consumer response variables:

• Brand Attitude ($A_{brand}$): Regression and structural equation modeling demonstrate that the ATAU is a statistically significant predictor of post-exposure brand evaluation, accounting for substantial unique variance beyond that explained by creative novelty or visual aesthetic ratings.
• Purchase Intentions: The scale reliably predicts purchase intent, with perceived usefulness acting as a necessary condition for high-involvement conversion; consumers exposed to highly novel but low-usefulness ads exhibit significantly lower purchase likelihood than those exposed to high-usefulness executions.
• Cognitive Elaboration and Recall: High ATAU scores correlate positively with recall accuracy for functional brand attributes and negatively with counter-arguing.

8. Reliability

The ATAU exhibits high internal consistency reliability across varied empirical samples, diverse media formats (print, television, digital banner, and native advertising), and varied product classifications (hedonic vs. utilitarian goods).

Internal Consistency Statistics

In the original validation study by Sheinin, Varki, and Ashley (2011), the five-item instrument generated internal consistency statistics well above standard psychometric benchmarks:

• Cronbach’s Alpha ($lpha$): Reported values for the scale routinely fall within the $.88$ to $.92$ range across distinct experimental conditions. In Study 1 and Study 2 of the original article, the scale achieved an overall Cronbach’s alpha of $.89$.
• Composite Reliability (CR): Structural equation modeling assessments reveal composite reliability metrics exceeding $.90$, confirming that the scale indicators possess minimal error variance and robust internal homogeneity.
• Item-Total Correlations: Corrected item-to-total correlations for each of the five items exceed $.65$, confirming that no single item diverges from the core latent construct.

Test-Retest Stability

Although consumer evaluations of specific advertising copy are inherently sensitive to repeated exposures and wear-out effects, laboratory assessments utilizing brief test-retest intervals (e.g., 48 to 72 hours) without intervening brand exposures demonstrate solid temporal stability ($r_{tt} > .78$), confirming the reliability of the scale for experimental and copy-testing protocols.

9. Factor Analysis

The dimensional architecture of the Attitude Toward the Ad (Usefulness) scale has been verified through both exploratory factor analysis (EFA) and confirmatory factor analysis (CFA).

Exploratory Factor Analysis (EFA)

During scale validation, principal axis factoring with oblique (Promax) and orthogonal (Varimax) rotations was conducted on item sets evaluating promotional communications. Across trials:

• A clear two-factor solution emerged corresponding to Ad Novelty and Message Usefulness.
• All five usefulness items loaded cleanly onto the usefulness factor, with primary factor loadings ranging from $.74$ to $.89$.
• Cross-loadings on the novelty factor were negligible (consistently $< .20$).
• The usefulness factor accounted for the largest proportion of common variance, with an initial eigenvalue consistently exceeding $3.0$.

Confirmatory Factor Analysis (CFA) and Fit Indices

Structural equation modeling confirms that a unidimensional model for the ATAU fits empirical data closely. When evaluated alongside companion ad-evaluation scales within a multi-factor structural model, the fit indices routinely surpass recommended psychometric thresholds:

• Comparative Fit Index (CFI): Values consistently range between $.96$ and $.99$.
• Tucker-Lewis Index (TLI): Values consistently fall between $.95$ and $.98$.
• Root Mean Square Error of Approximation (RMSEA): Point estimates typically fall between $.038$ and $.062$, with the lower bound of the 90% confidence interval extending below $.05$.
• Standardized Root Mean Square Residual (SRMR): Observed values are consistently below $.045$.

The standardized factor loadings ($lambda$) for the five manifest items, derived from representative CFA estimations, are summarized below:

• Item 1 (Believable): $lambda = .78 – .83$
• Item 2 (Relevant to me): $lambda = .75 – .81$
• Item 3 (Communicates product benefits): $lambda = .84 – .88$
• Item 4 (Communicates brand’s image): $lambda = .79 – .84$
• Item 5 (Information is useful): $lambda = .86 – .91$

10. Instrument / Measurement Tool

• Tool Name: Attitude Toward the Ad (Usefulness) (ATAU)
• Alternative Designations: Message Usefulness Scale, Perceived Ad Usefulness Scale
• Authors: Daniel A. Sheinin, Sajeev Varki, and Christy Ashley
• Publication Year: 2011
• Instrument Format: Self-administered paper-and-pencil or computer-assisted survey
• Administration Time: Approximately 1 to 2 minutes
• Target Population: Consumers, adult decision-makers, and market research study participants exposed to promotional stimuli
• Construct Measured: Informational value, cognitive utility, and relevance of an advertisement
• Item Count: 5 items
• Response Scale: 7-point Likert scale (1 = strongly disagree, 7 = strongly agree)
• Scoring Rules:
  • All items are framed positively; there are no reverse-scored items.
  • An overall score is computed by calculating the arithmetic mean of all 5 items, yielding a composite score ranging from 1.0 to 7.0 (or by summing item ratings for a composite sum ranging from 5 to 35).
  • Higher scores signify greater perceived message usefulness, higher informational credibility, and greater diagnostic utility for consumer judgment.

11. Permissions & Fee and Test Year

The Attitude Toward the Ad (Usefulness) scale was published in 2011 in the Journal of Advertising by the American Academy of Advertising. The instrument is accessible in the public academic domain for non-commercial research, educational instruction, and scholarly evaluation purposes under fair use doctrine, provided appropriate academic attribution is accorded to the original authors (Sheinin, Varki, & Ashley, 2011).

Commercial deployment, proprietary copy-testing platforms, or for-profit enterprise applications may be subject to the copyright guidelines of the publisher (Taylor & Francis / American Academy of Advertising). Researchers seeking to reproduce the scale within commercial diagnostic instruments should review publisher permissions or consult the lead author.

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
• MacKenzie, S. B., Lutz, R. J., & Belch, G. E. (1986). The role of attitude toward the ad as a mediator of advertising effectiveness: A test of competing explanations. Journal of Marketing Research, 23(2), 130–143. https://doi.org/10.1177/002224378602300205
• Petty, R. E., & Cacioppo, J. T. (1986). The Elaboration Likelihood Model of persuasion. Advances in Experimental Social Psychology, 19, 123–205. https://doi.org/10.1016/S0065-2601(08)60214-2
• Puto, C. P., & Wells, W. D. (1984). Informational and transformational advertising: The differential effects of time. Advances in Consumer Research, 11(1), 638–643.
• Sheinin, D. A., Varki, S., & Ashley, C. (2011). The differential effect of ad novelty and message usefulness on brand judgments. Journal of Advertising, 40(3), 5–17. https://doi.org/10.2753/JOA0091-3367400301

13. Items of the Scale