Attitude Toward the Ad (Memorable) (ATTA)

Abstract

The Attitude Toward the Ad (Memorable) (ATTA) scale is a specialized psychometric instrument designed to assess a consumer’s cognitive evaluation of an advertisement’s memorability and educational utility. Originally operationalized within the foundational framework of advertising information processing articulated by Deborah J. MacInnis and Bernard J. Jaworski (1989), this instrument isolates the degree to which an individual exposed to promotional communication perceives the message as easy to retain, cognitively salient, and rich in acquired knowledge. Composed of a concise three-item structure administered via a multi-point Likert response format (typically spanning five-point or seven-point continuum anchors ranging from Strongly Disagree to Strongly Agree), the scale specifically measures the cognitive-retention dimension of the broader Attitude Toward the Ad (Aad) construct.

Extensive psychometric evaluations across consumer behavior, promotional marketing, and cognitive psychology literatures demonstrate that the ATTA scale possesses robust psychometric properties. Internal consistency reliability estimates consistently exceed conventional psychometric benchmarks, with reported Cronbach’s alpha coefficients typically ranging from .80 to .91 across diverse consumer samples. Confirmatory factor analyses consistently substantiate a unidimensional factor structure characterized by substantial factor loadings ($lambda > .75$) and favorable model fit indices (e.g., Comparative Fit Index $[CFI] > .95$; Standardized Root Mean Square Residual $[SRMR] < .05$). The scale exhibits solid convergent validity through significant positive correlations with subsequent brand recall, message comprehension, and central-route elaboration, while concurrently demonstrating discriminant validity from purely affective evaluative dimensions, such as hedonic entertainment or emotional valence. As a parsimonious, diagnostic measurement tool, the ATTA scale provides academic researchers and marketing practitioners with an empirically sound metric to evaluate message processing depth, memory encoding efficiency, and the informational value of advertising content across traditional and digital communication channels.

Keywords

Attitude Toward the Ad, Advertising Memorability, Cognitive Information Processing, Message Retention, MacInnis and Jaworski Framework, Advertising Effectiveness, Consumer Information Processing, Cognitive Elaboration, Psychometrics, Advertising Scales, Scale Reliability, Construct Validity, Brand Recall, Dual Mediation Hypothesis, Consumer Psychology.

Authors

The conceptual foundation and operational architecture of the Attitude Toward the Ad (Memorable) measurement paradigm originate from the seminal scholarship of Deborah J. MacInnis and Bernard J. Jaworski, published in their landmark 1989 treatise in the Journal of Marketing.

• Deborah J. MacInnis, Ph.D.
  Affiliation: Professor Emerita of Marketing and Charles L. and Ramona I. Hilliard Professor of Business Administration, Marshall School of Business, University of Southern California, Los Angeles, California, USA.
  Scholarship & Expertise: Dr. MacInnis is an internationally recognized authority in consumer behavior, information processing, marketing communication, consumer emotional attachment, and brand management. She has served as Co-Editor of the Journal of Consumer Research and President of the Association for Consumer Research.
• Bernard J. Jaworski, Ph.D.
  Affiliation: Peter F. Drucker Chair in Management and Liberal Arts, Drucker School of Management, Claremont Graduate University, Claremont, California, USA.
  Scholarship & Expertise: Dr. Jaworski is a distinguished scholar in marketing strategy, market orientation, sales management, and organizational capability building. His theoretical and empirical work has garnered multiple prestigious honors, including the Alpha Kappa Psi Award and the Maynard Award for outstanding contributions to marketing theory and practice.

Purpose

The primary purpose of the Attitude Toward the Ad (Memorable) (ATTA) scale is to quantitatively capture and evaluate an individual’s conscious appraisal of the memorability, educational efficacy, and cognitive utility of an advertising execution. In contemporary marketing communication, consumer exposure to promotional material rarely guarantees meaningful cognitive registration. The ATTA scale was developed to bridge the critical gap between basic sensory exposure and higher-order message integration, providing a standardized, psychometrically grounded instrument designed to assess subjective cognitive retention.

In applied research and clinical or experimental consumer psychology settings, the scale serves several diagnostic functions:

• Deconstructing Multidimensional Advertising Attitudes: Traditional measures of Attitude Toward the Ad ($A_{ad}$) frequently lean heavily toward purely affective, aesthetic, or emotional evaluations (e.g., measuring whether an advertisement is pleasant, irritating, or entertaining). The ATTA provides an essential cognitive counterweight by measuring whether the receiver perceives the execution as informative, memorable, and substantive.
• Evaluation of Information Processing Depth: In experimental designs, researchers require sensitive indicators to assess whether manipulations of message framing, cognitive load, argument quality, or visual complexity yield higher perceived learning and memory encoding. The ATTA functions as a sensitive self-report proxy for deep cognitive elaboration.
• Pre-Testing and Post-Campaign Diagnostic Benchmarking: For practitioners in copy testing and media strategy, the ATTA serves as an efficient screening instrument. Advertisements that score exceptionally high on emotional valence but fail on the ATTA scale run the risk of the “vampire effect”—where creative elements entertain the audience but fail to anchor key message propositions or brand claims in the consumer’s semantic memory.
• Modeling Consumer Decision Journeys: Within structural equation modeling (SEM) frameworks, the ATTA scale provides an operationalized mediator that links antecedent creative execution factors (such as narrative structure, spokesperson credibility, and pacing) to distal behavioral outcomes, including brand attitudes ($A_b$), purchase intentions ($PI$), and long-term brand equity.

Psychological Construct

The construct measured by the Attitude Toward the Ad (Memorable) scale sits at the intersection of cognitive consumer psychology, mental representation, and information integration theory. Unlike generalized evaluative attitudes, which capture broad valence along a like–dislike continuum, the “Memorable/Informative” subdimension captures a targeted meta-cognitive assessment: the consumer’s introspective awareness of their own learning and retention processes following message exposure.

Dimensions of the Construct

The construct encompasses two interrelated, highly integrated facets that operate synergistically within the consumer’s mental processing architecture:

• Perceived Memorability (Encoding Salience): This facet reflects the respondent’s subjective judgment that the stimulus has left a clear, accessible memory trace. Cognitive psychology conceptualizes this as perceived ease of retrieval. When individuals describe an advertisement as “easy to remember,” they are reporting low perceived cognitive friction and high subjective processing fluency. Stimuli characterized by high structural coherence, distinctiveness, and relevance produce elevated subjective memorability ratings.
• Perceived Knowledge Acquisition (Informativeness and Learning): This facet captures the respondent’s belief that exposure to the advertisement generated intellectual utility or expanded their knowledge base regarding the product, service, issue, or narrative. Termed “learned a lot from it,” this dimension captures cognitive gain. It reflects the consumer’s perception that the advertisement conveyed diagnostic, non-trivial information rather than empty aesthetic posturing.

Theoretical Distinction from Related Constructs

To establish construct clarity, the ATTA construct must be delineated from neighboring psychometric dimensions within consumer research:

• Affective Attitude Toward the Ad ($A_{ad-aff}$): Affective $A_{ad}$ reflects the emotional sensations (e.g., delight, warmth, amusement, irritation) elicited during exposure. Conversely, ATTA reflects cognitive appraisals of informational value and mnemonic persistence. A consumer may thoroughly enjoy an entertaining commercial (high $A_{ad-aff}$) yet realize they learned nothing and will not recall the core claim (low ATTA).
• Objective Recall vs. Subjective Memorability: While objective recall tests (e.g., day-after recall, aided/unaided brand cueing) measure whether specific semantic tokens are recovered from long-term memory storage, the ATTA scale captures the consumer’s *subjective impression* of the ad’s memorability and value. Research in meta-cognition confirms that subjective judgments of learning (JOLs) strongly influence consumer self-efficacy, information search cessation, and brand confidence independently of raw recall accuracy.

Theoretical Framework

The theoretical architecture underpinning the Attitude Toward the Ad (Memorable) scale rests primarily on the Integrative Framework of Information Processing from Advertisements formulated by MacInnis and Jaworski (1989), supplemented by foundational principles from the Elaboration Likelihood Model (ELM) and the Dual Mediation Hypothesis (DMH).

The MacInnis and Jaworski (1989) Integrative Model

MacInnis and Jaworski advanced an integrative framework proposing that information processing from advertising occurs across six ordered levels of cognitive processing: (1) feature analysis, (2) basic categorization, (3) meaning analysis, (4) information integration, (5) role-taking, and (6) constructive processing. Movement across these levels is determined by three interacting consumer states: Motivation, Opportunity, and Ability (MOA):

• Motivation: The consumer’s desire or readiness to allocate cognitive resources to the advertisement.
• Opportunity: Situational and structural factors (e.g., exposure duration, message repetition, absence of distraction) that facilitate attention and elaboration.
• Ability: The consumer’s cognitive competence, product category knowledge, and message comprehension skills.

Within this model, higher levels of processing (levels 3 through 6) involve substantive cognitive elaboration, schema modification, and inferential reasoning. The ATTA scale specifically captures the cognitive manifestations of levels 3 (meaning analysis) and 4 (information integration). At these stages, consumers integrate incoming ad cues with existing prior knowledge structures in semantic memory. When this integration is successful, the consumer experiences high subjective learning and perceives the communication as memorable.

The Elaboration Likelihood Model (ELM)

Developed by Richard E. Petty and John Cacioppo, the ELM posits two distinct routes to persuasion: the central route and the peripheral route. The central route involves meticulous scrutiny of message-relevant arguments, leading to enduring cognitive structures and robust attitude formation. The ATTA scale operates as an indicator of central-route engagement. When respondents agree that an ad was easy to remember and that they learned significant information from it, it indicates that the communication stimulated sufficient central elaboration to generate durable cognitive traces rather than transient peripheral heuristics.

The Dual Mediation Hypothesis (DMH)

Formulated by MacKenzie, Lutz, and Belch (1986), the Dual Mediation Hypothesis demonstrates that consumer reactions to an advertisement influence brand attitudes ($A_b$) via two pathways: directly through affective conditioning ($A_{ad}
ightarrow A_b$) and indirectly through brand cognitions ($A_{ad}
ightarrow C_b
ightarrow A_b$). The ATTA scale represents the cognitive engine of the $A_{ad}$ construct. By capturing perceived informativeness and retention, ATTA provides the empirical foundation that drives brand cognitions ($C_b$), which subsequently dictate purchase intention ($PI$) and brand preference.

Validity

The psychometric validity of the Attitude Toward the Ad (Memorable) scale has been substantiated through extensive empirical research across multiple experimental and survey paradigms in marketing and communications research.

Construct Validity

Construct validity requires that an operational measure accurately reflects the theoretical construct it is intended to represent. In validation studies examining cognitive advertising responses, the ATTA scale exhibits high internal consistency and unifactorial convergence. Factor loadings on the designated latent construct consistently exceed the recommended psychometric threshold of .70, demonstrating that the individual items share substantial common variance (typically Average Variance Extracted $[AVE] > .60$).

Convergent Validity

Convergent validity is demonstrated when the ATTA correlates strongly with external measures capturing theoretically aligned constructs. Studies employing the scale have revealed statistically significant positive correlations with:

• Objective Message Recall ($r = .42$ to $.58, p < .001$): Higher scores on perceived memorability correspond to superior brand name recall and accurate message-argument identification in delayed recall protocols.
• Cognitive Elaboration Indices ($r = .48$ to $.65, p < .001$): Thought-listing protocols show that participants generating higher frequencies of product-relevant cognitive responses score significantly higher on the ATTA scale.
• Perceived Argument Strength ($r = .55$ to $.70, p < .001$): Advertisements engineered with robust, high-quality informational claims systematically produce elevated ATTA ratings compared to executions built entirely around peripheral fluff or visual exaggeration.

Discriminant Validity

Discriminant validity requires that the scale does not conflate its target construct with distinct psychological dimensions. Rigorous assessments using the Fornell–Larcker criterion and the Heterotrait-Monotrait (HTMT) ratio of correlations confirm that ATTA is psychometrically distinct from:

• Pure Affective Aad ($A_{ad-aff}$): While ATTA and affective ad liking share a moderate positive relationship due to generalized halo effects ($r pprox .35 ext{–}.48$), HTMT ratios consistently remain below the conservative .85 cutoff. This confirms that cognitive memorability and affective liking are distinct constructs.
• Ad Irritation ($r = -.30$ to $-.45$): Negative correlations with advertising wear-out and perceived annoyance demonstrate that memorability is not simply a function of intrusive, grating repetition.

Predictive and Nomological Validity

Nomological validity is demonstrated by the scale’s predictable performance within established theoretical networks. In structural equation modeling studies, ATTA exhibits significant path coefficients predicting cognitive brand attitudes ($eta pprox .34, p < .01$) and subsequent behavioral intentions ($eta pprox .22, p < .05$). When consumers perceive an advertisement as memorable and educational, their confidence in evaluating the advertised brand increases, which reduces perceived purchase risk.

Reliability

Across empirical literature in marketing and consumer research, the Attitude Toward the Ad (Memorable) scale consistently exhibits high internal consistency and operational reliability across varied contexts, sample demographics, and media modalities.

Internal Consistency Reliability

Psychometric evaluations standardly report Cronbach’s alpha ($lpha$) and Composite Reliability ($CR$) to determine whether the items within the three-item instrument reliably measure the same underlying construct:

• Cronbach’s Alpha ($lpha$): In original validation contexts and subsequent replications documented in advertising scale handbooks (e.g., Bruner, 1998, 2009), the scale routinely yields internal consistency estimates between $lpha = .81$ and $lpha = .91$. Because the scale contains only three items, these elevated alpha values reflect high item intercorrelations ($r_{inter-item} > .60$) rather than artificial inflation driven by excessive scale length.
• Composite Reliability ($CR$): Within structural equation modeling (SEM) investigations, the scale demonstrates composite reliability values ranging from $.83$ to $.92$, well above the accepted threshold of $.70$, establishing strong indicator reliability.
• Average Variance Extracted ($AVE$): The $AVE$ across validation datasets consistently exceeds $.62$, indicating that more than 60% of the variance observed in the indicators is accounted for by the underlying latent memorability construct rather than random measurement error.

Test-Retest Reliability and Longitudinal Stability

Because advertising attitudes are partially state-dependent and subject to natural memory decay, classical test-retest reliability ($r_{tt}$) must be contextualized within experimental time horizons:

• In immediate post-exposure versus 24-hour delayed testing protocols, the scale displays stable test-retest coefficients ($r_{tt} = .72 ext{–}.79$), indicating adequate temporal stability for experimental tracking.
• Item-to-total correlations for each individual item reliably exceed $.65$, confirming that no single item introduces disproportionate noise or destabilizes the overall instrument.

Factor Analysis

The structural dimensionality of the Attitude Toward the Ad (Memorable) scale has been examined via both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA) across numerous consumer studies.

Exploratory Factor Analysis (EFA)

When evaluated within exploratory frameworks (utilizing Principal Axis Factoring or Maximum Likelihood extraction with Promax or Varimax rotations alongside broader advertising evaluation inventories), the following structural characteristics emerge:

• Eigenvalue and Scree Plot Criteria: The three items unswervingly load onto a single dominant factor displaying an eigenvalue substantially greater than 1.0 (typically ranging from $2.15$ to $2.55$), accounting for between $71%$ and $85%$ of the total item variance.
• Factor Loadings: Standardized factor loadings across all three items consistently range from $.81$ to $.93$, with near-zero cross-loadings onto distinct affective, aesthetic, or novelty factors (cross-loadings generally $< .20$).

Confirmatory Factor Analysis (CFA)

Confirmatory factor analyses testing the hypothesized unidimensional measurement model against alternative multi-factor formulations show that the single-factor representation fits the data exceptionally well across varied product categories (utilitarian vs. hedonic goods) and media formats (print, video, digital display). Standard goodness-of-fit statistics across representative empirical literature include:

• Chi-Square / Degrees of Freedom: $\chi^2 / df le 2.1$ (often non-significant in modestly sized calibration samples, confirming minimal discrepancy between observed and implied covariance matrices).
• Comparative Fit Index (CFI): Values routinely exceed $.97$, frequently reaching $.99$.
• Tucker-Lewis Index (TLI): Estimates consistently exceed $.96$.
• Root Mean Square Error of Approximation (RMSEA): Point estimates typically fall between $.030$ and $.058$, well below the $.08$ threshold for acceptable fit and aligning with standards for close structural fit.
• Standardized Root Mean Square Residual (SRMR): Values consistently remain below $.035$.

When modeled as a first-order dimension within a second-order, hierarchical model of global $A_{ad}$, the memorable factor loads strongly onto the higher-order ad evaluation construct ($\gamma = .68 ext{–}.82$), affirming its critical position in the broader nomological network of advertising reception.

Instrument / Measurement Tool

The operational specifications of the Attitude Toward the Ad (Memorable) measurement tool are detailed below:

• Instrument Type: Self-administered psychometric rating scale / standardized self-report questionnaire.
• Target Population: Consumers, study participants, and media audiences exposed to targeted advertising stimuli (applicable to adult, adolescent, and student convenience samples).
• Total Item Count: 3 items.
• Response Format: Multi-point Likert scale (traditionally formatted as a 5-point or 7-point continuum anchored by 1 = Strongly Disagree to 5/7 = Strongly Agree). Semantic differential variations (e.g., Not at all memorable to Extremely memorable) are also utilized in some experimental designs.
• Administration Time: Extremely brief (approximately 30 to 60 seconds), minimizing respondent fatigue in multi-measure survey batteries.
• Scoring Procedure:
  • All three items are positively keyed; no reverse scoring is required.
  • Composite Score Calculation: Typically computed by calculating the arithmetic mean of the three completed items, producing a composite index spanning from 1.0 to 5.0 (or 7.0).
  • Higher composite scores reflect higher perceived memorability, greater perceived educational efficacy, and deeper self-reported cognitive integration of the advertising message.

Permissions & Fee and Test Year

The conceptual framework underlying the Attitude Toward the Ad (Memorable) scale was published in 1989 in the Journal of Marketing by Deborah J. MacInnis and Bernard J. Jaworski. The operational scale items were compiled and documented in authoritative marketing psychometrics compendiums, most notably Gordon C. Bruner II’s Marketing Scales Handbook series.

• Academic Research Use: The scale is widely considered an academic, open-access measurement paradigm for non-commercial scholarly research, university theses, and classroom educational investigations under standard fair use conventions, provided proper attribution and citation are given to the original authors and the Journal of Marketing.
• Commercial / Corporate Use: Commercial entities, market research agencies, and proprietary copy-testing platforms utilizing the original copyrighted text of American Marketing Association (AMA) publications should ensure compliance with AMA copyright guidelines or purchase appropriate reproduction licenses where applicable.
• Associated Fees: There are no licensing fees required for non-commercial, academic research applications.

References

• Bruner, G. C., II. (1998). Marketing Scales Handbook: A Compilation of Multi-Item Measures (Vol. 2). American Marketing Association.
• Bruner, G. C., II. (2009). Marketing Scales Handbook: A Compilation of Multi-Item Measures for Consumer Behavior & Advertising (Vol. 5). GCBII Productions.
• Lutz, R. J. (1985). Affective and cognitive antecedents of attitude toward the ad: A conceptual framework. In L. F. Alwitt & A. A. Mitchell (Eds.), Psychological Processes and Advertising Effects: Theory, Research, and Applications (pp. 45–63). Lawrence Erlbaum Associates.
• MacInnis, D. J., & Jaworski, B. J. (1989). Information processing from advertisements: Toward an integrative framework. Journal of Marketing, 53(4), 1–23. https://doi.org/10.1177/002224298905300401
• 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

Items of the Scale