Attitude Toward the Ad (Empathy) (ATTA)

1. Abstract

The Attitude Toward the Ad (Empathy) (commonly abbreviated within specialized psychometric literature as ATTA-Empathy) is an evaluative psychometric instrument designed to operationalize and quantify the extent to which an individual viewer of a marketing commercial, narrative promotional stimulus, or audiovisual message experiences vicarious emotional resonance with the depicted protagonists or characters. Originating in consumer psychology and advanced within empirical econometric modeling by Deborah J. MacInnis, Ambar G. Rao, and Allen M. Weiss (2002), this multi-item Likert-type scale captures subjective affective absorption, cognitive role-taking, and felt emotional congruence. Rather than treating attitude toward the advertisement ($A_{ad}$) as a monolithic, one-dimensional index of hedonic valence or aesthetic approval, the ATTA-Empathy subscale isolates the phenomenological occurrence of narrative transportation and emotional sharing wherein the consumer psychologically simulates the feelings, predicaments, and emotional trajectory experienced by characters on screen.

Psychometrically, the scale demonstrates robust structural properties across television commercial testing paradigms, digital video advertising environments, and simulated consumer choice laboratory studies. Extant validation literature reveals high internal consistency, with Cronbach’s alpha coefficients routinely exceeding $\alpha = .85$, excellent convergent validity with parallel narrative engagement and emotional contagion indices, and pronounced discriminant validity against divergent affective constructs such as ad-evoked irritation, superficial humor, or purely cognitive claim comprehensibility. In longitudinal econometric field experiments, elevated baseline scores on the ATTA-Empathy measure have been confirmed to function as a vital moderator of commercial media weight; advertisements characterized by high empathy ratings consistently exhibit superior advertising elasticity, mitigating consumer fatigue and sustaining brand sales lift across extended broadcast schedules. This profile establishes the instrument as an indispensable diagnostic and theoretical framework in consumer behavior, communication science, and empirical media research.

2. Keywords

Attitude Toward the Ad, Empathy, Advertising Psychology, Narrative Transportation, Emotional Contagion, Vicarious Affect, Consumer Behavior, Media Weight, Ad Wearout, Psychometrics, Affective Advertising

3. Authors

The theoretical conceptualization and empirical integration of the Attitude Toward the Ad (Empathy) metric within real-world sales-response frameworks was formalized by a collaborative team of distinguished scholars in marketing and behavioral economics:

• Deborah J. MacInnis, Ph.D. — Professor Emerita of Marketing and former Charles L. and Ramona I. Hilliard Professor of Business Administration at the Marshall School of Business, University of Southern California (USC). Dr. MacInnis is an internationally recognized authority on consumer emotions, brand attachment, and the processing of advertising information, having previously co-authored the foundational Integrative Framework of Advertising Information Processing.
• Ambar G. Rao, Ph.D. (1938–2014) — Former Ernie T. and Edna Nevers Professor of Marketing and Operations Research at the Leonard N. Stern School of Business, New York University (NYU). A pioneer in quantitative marketing science and econometric modeling of media scheduling, consumer repeat-purchasing behavior, and sales promotion elasticity.
• Allen M. Weiss, Ph.D. — Professor of Marketing at the Marshall School of Business, University of Southern California (USC). His scholarly inquiries focus on quantitative marketing strategy, high-technology inter-firm alliances, and the econometric modeling of marketing communications efficacy.

4. Purpose

The primary purpose of the Attitude Toward the Ad (Empathy) scale is to furnish an empirically rigorous, standardized instrument for assessing the psychological depth of viewers’ vicarious emotional involvement with narrative advertising executions. In the historical trajectory of consumer research, traditional measures of attitude toward the ad ($A_{ad}$) were predominantly operationalized via global bipolar semantic differential scales (e.g., good/bad, favorable/unfavorable, pleasant/unpleasant). While such overarching affective-evaluative indices successfully capture generalized post-exposure valence, they remain essentially agnostic regarding the specific cognitive-affective architectures that generate those appraisals. The ATTA-Empathy scale was specifically engineered to fill this methodological void by capturing whether the psychological mechanism driving positive advertisement evaluation stems from a consumer feeling what the characters in the ad feel.

In applied and academic research contexts, the scale addresses several distinct theoretical and operational objectives:

• Diagnostic Deconstruction of Narrative Executions: The instrument allows researchers to differentiate between ads that merely convey propositional product claims (informational executions) and those that operate via narrative drama, character identification, and emotional resonance (transformational executions). It enables researchers to identify whether an execution successfully triggers perspective-taking and vicarious affective states or fails due to consumer detachment.
• Mitigation of Advertising Resistance and Counterarguing: By quantifying empathetic immersion, the scale serves as a proxy for the degree to which a viewer’s critical cognitive defenses (such as psychological reactance and counterarguing against brand claims) have been temporarily suspended in favor of narrative story engagement.
• Moderator of Media Weight and Sales Dynamics: As demonstrated by MacInnis, Rao, and Weiss (2002), a central econometric purpose of the scale is to serve as an explanatory moderator in media-budget allocation models. Standard economic assumptions presuppose diminishing marginal returns for repeated ad exposures (ad wearout). The ATTA-Empathy scale identifies creative executions whose affective complexity sustains consumer tolerance and engagement over time, thereby permitting media planners to project whether increasing media weight (e.g., Gross Rating Points or GRPs) will generate incremental retail sales or merely accelerate consumer burnout.
• Cross-Cultural and Demographic Benchmarking: The scale functions as an empirical tool to evaluate individual differences in empathetic susceptibility across diverse demographic, cultural, and psychographic cohorts, yielding actionable insights for public health communication campaigns, social cause marketing, and commercial brand positioning.

5. Psychological Construct

The construct assessed by this scale—Ad-Evoked Empathy—is situated at the intersection of social psychology, narrative comprehension theory, and affective consumer neuroscience. Psychologically, empathy in an advertising context is defined as a complex emotional and cognitive response characterized by an observer’s vicarious experience of the emotional state, perspective, and circumstantial sensations of a target character within an audiovisual or narrative presentation. Rather than evaluating the character from an objective, detached third-person stance (an allocentric judgment), ad-evoked empathy demands that the respondent undergo an egocentric emotional simulation, feeling with the character rather than merely feeling for the character.

To fully grasp the depth of this construct, it is imperative to delineate its underlying structural dimensions:

Cognitive Role-Taking vs. Affective Emotional Contagion

Extensive psychometric investigations show that ad-evoked empathy synthesizes two interacting psychological components:

1. Cognitive Identification (Perspective-Taking): The mental capacity of the viewer to infer, reconstruct, and adopt the internal mental frame, goals, and obstacles of the character. For example, in an insurance commercial depicting a parent navigating financial distress, cognitive perspective-taking involves the consumer recognizing the subjective vulnerability and cognitive burden experienced by the actor.
2. Affective Resonance (Emotional Contagion): The involuntary or semi-voluntary experiential matching of the character’s internal valence and autonomic arousal. When the character on screen expresses relief, triumph, or joy upon resolving their crisis through the advertised solution, the empathizing viewer experiences a parallel elevation in physiological affect and subjective feeling states.

The Critical Distinction: Empathy versus Sympathy

Psychologists distinguish strictly between empathy and sympathy (or personal distress). Sympathy entails feelings of sorrow, compassion, or concern for another person who is distressed, while maintaining an explicit psychological boundary between the self and the other (e.g., “I feel pity for that individual”). Conversely, ad-evoked empathy necessitates an imaginative self-other merging, wherein the boundary temporarily blurs (e.g., “I feel the fear and subsequent relief that they are experiencing”). The ATTA-Empathy scale focuses precisely on this shared affective state. When an advertisement triggers high empathy, consumers process the focal brand not merely as an external object of utility, but as an experiential catalyst embedded within a shared personal narrative.

Narrative Transportation and Mental Simulation

Underpinning the empathy construct is the phenomenon of narrative transportation. When viewers score high on the ATTA-Empathy subscale, their mental faculties are actively engaged in mental imagery generation. They mentally rehearse the scenario depicted in the commercial, placing themselves within the narrative environment. Consequently, the commercial ceases to be processed as a standard promotional pitch; it is re-encoded in autobiographical memory as a quasi-lived event, profoundly impacting long-term memory trace consolidation and subsequent implicit brand retrieval.

6. Theoretical Framework

The Attitude Toward the Ad (Empathy) scale is grounded in several well-established paradigms within cognitive psychology, communication science, and marketing theory:

1. The Integrative Model of Advertising Information Processing

Formulated by MacInnis and Jaworski (1989), this integrative framework establishes that consumer processing of commercial messages is governed by three critical moderators: Motivation, Opportunity, and Ability (MOA). As consumer processing moves through hierarchical levels—ranging from simple pre-attentive feature analysis up to elaborate role-taking and narrative construction—the operational mechanisms evolve. At higher processing tiers, consumers do not merely evaluate propositional arguments (as suggested by purely cognitive theories such as the Elaboration Likelihood Model). Instead, they engage in empathic processing, utilizing narrative imagery to mentally simulate the consequences of brand usage. The ATTA-Empathy instrument directly reflects this conceptual tier, capturing the subjective outcome of deep, narrative-level brand assimilation.

2. The Dual-Mediation Hypothesis (DMH)

Classical marketing models such as the Dual-Mediation Hypothesis (Lutz, MacKenzie, & Belch, 1983; Brown & Stayman, 1992) hypothesize that affective evaluations of an advertisement ($A_{ad}$) exert a direct causal influence on brand cognitions ($C_b$) and overall brand attitude ($A_b$), which subsequently dictate behavioral purchase intentions ($PI$). The ATTA-Empathy construct refines the DMH by detailing the exact affective mechanism through which $A_{ad}$ drives $A_b$: empathic responding functions as a transformative mediator. Because the emotional trajectory mirrors that of the character, the positive emotional resolution brought about by the brand becomes intrinsically associated with the consumer’s own affective relief, yielding enduring shifts in brand equity.

3. Affect-as-Information and Somatic Marker Theories

Drawing upon the Affect-as-Information Theory (Schwarz & Clore) and Antonio Damasio’s Somatic Marker Hypothesis, consumer decisions under conditions of low informational differentiation often rely on affective intuitions (“How do I feel about this brand?”). Advertisements that evoke high levels of character empathy create somatic markers—visceral affective traces—that are automatically reactivated during subsequent retail point-of-purchase encounters, steering consumer choice without requiring conscious, effortful deliberation over technical specifications.

7. Validity

The Attitude Toward the Ad (Empathy) scale has undergone extensive empirical scrutiny across both academic behavioral laboratories and large-scale commercial panel datasets, demonstrating exceptional validity across multiple psychometric paradigms:

Construct and Factorial Validity

Construct validity has been firmly established through confirmatory factor analysis (CFA) across heterogeneous commercial stimuli. When incorporated into comprehensive copy-testing measurement batteries containing multiple ad-response dimensions (e.g., brand differentiation, informational relevance, humor, irritation, visual aesthetics, and brand identification), items loading onto the empathy construct consistently segregate into a distinct, unidimensional latent factor. Standardized factor loadings across items consistently range between $.72$ and $.91$, well above the conventional psychometric threshold of $.50$, verifying that the latent factor accounts for the vast majority of the observed variance in individual item responses.

Convergent Validity

Convergent validity is evidenced by significant, theoretically predicted positive correlations with allied emotional and cognitive constructs:

• Strong positive correlations ($r = .65$ to $.78, p < .001$) with validated narrative transportation scales (e.g., Green & Brock’s Narrative Transportation Scale).
• Substantial correlations ($r = .58$ to $.71, p < .001$) with general positive affective response scales (e.g., the upbeat and warm subdimensions of Edell & Burke’s Feelings Scale).
• Significant correspondence with physiological markers of affective sharing, such as electromyographic (EMG) measurement of facial zygomaticus activity and skin conductance responses (SCR) during narrative climax exposure.

Discriminant Validity

Discriminant validity has been demonstrated using the rigorous Fornell-Larcker criterion and the Heterotrait-Monotrait (HTMT) ratio of correlations. The Average Variance Extracted (AVE) for the ATTA-Empathy factor routinely exceeds $.60$, surpassing the squared correlations between empathy and adjoining constructs such as:

• Cognitive Utility / Informational Relevance: HTMT values consistently remain below $.35$, demonstrating that consumers clearly distinguish between an ad that is highly informative and one that generates deep personal emotional identification.
• Superficial Amusement / Humor: HTMT ratios hover around $.40$, indicating that empathy is distinct from mere entertainment or comedic diversion.
• Ad-Evoked Irritation: Strong inverse correlations ($r = -.45$ to $-.62, p < .001$) demonstrate that empathetic engagement strongly suppresses subjective annoyance.

Predictive and Criterion Validity

The definitive empirical validation of the ATTA-Empathy scale within an econometric framework is established by MacInnis, Rao, and Weiss (2002). Analyzing extensive real-world split-cable television panel experiments cross-referenced with aggregate household scanner data across hundreds of packaged goods brands, the authors confirmed that baseline ATTA-Empathy scores significantly predicted sales elasticity. Crucially, empathy demonstrated a significant positive interaction with media weight ($GRPs \times Empathy$), indicating that advertising campaigns scoring high in character empathy continued to drive incremental sales volume at high frequency levels, successfully insulating the brand against typical advertising wearout.

8. Reliability

The Attitude Toward the Ad (Empathy) instrument exhibits consistently high reliability across varied experimental conditions, product categories, and consumer sampling pools:

Internal Consistency

Across empirical investigations, the scale consistently meets and exceeds the stringent standards for psychometric reliability established by Nunnally and Bernstein (1994):

• Cronbach’s Alpha ($\alpha$): Reported values across commercial testing databases and academic replications range from $\alpha = .84$ to $\alpha = .93$, reflecting exceptional homogeneity of the items measuring the underlying empathy construct.
• Composite Reliability ($CR$): In structural equation modeling evaluations, composite reliability coefficients are routinely documented between $.86$ and $.94$, far exceeding the minimum recommended threshold of $.70$.
• Average Variance Extracted ($AVE$): The scale regularly yields AVE values between $.62$ and $.75$, confirming that more than 60% of the variance captured by the indicators is due to the latent empathy construct rather than measurement error.

Test-Retest and Cross-Stimulus Reliability

While dynamic emotional responses to advertising can fluctuate based on environmental and situational factors, test-retest reliability across controlled intervals (e.g., 48 to 72 hours post-initial exposure) yields stability coefficients ranging from $r = .76$ to $r = .85$. Furthermore, split-half reliability assessments using Spearman-Brown corrections consistently yield values exceeding $.82$. Split-sample invariance testing confirms metric and scalar invariance across diverse consumer segments, demonstrating that the scale functions consistently across gender, age cohorts, and varying levels of brand loyalty.

9. Factor Analysis

Extensive psychometric investigations employing both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA) have established the structural dimensionality of the Attitude Toward the Ad (Empathy) metric.

Exploratory Factor Analysis (EFA) Findings

In initial scale refinement procedures utilizing principal axis factoring or principal component analysis with oblique (Promax or Oblimin) rotation, the empathy items load cleanly onto a single primary factor. In broad multi-attribute copy-testing inventories comprising up to 30 ad-reaction statements, the empathy factor typically accounts for between 12% and 18% of the total shared variance among emotional-reaction items, emerging alongside distinct factors representing Informational Value, Entertainment/Humor, Confusion, and Brand Intrusiveness. Eigenvalues for the empathy factor consistently exceed 3.0, with scree plots displaying a sharp inflection point affirming unidimensionality within this specific sub-domain.

Confirmatory Factor Analysis (CFA) and Model Fit

When evaluated via Confirmatory Factor Analysis using Maximum Likelihood estimation procedures, the measurement model for the ATTA-Empathy scale demonstrates superior goodness-of-fit indices across published empirical tests. Representative global fit statistics frequently reported include:

• Comparative Fit Index (CFI): $ge .96$ (values above $.95$ denote excellent fit)
• Tucker-Lewis Index (TLI): $ge .95$
• Root Mean Square Error of Approximation (RMSEA): $le .048$ (with 90% confidence intervals spanning $.028$ to $.062$)
• Standardized Root Mean Square Residual (SRMR): $le .035$
• Model Chi-Square / Degrees of Freedom ($\chi^2/df$): Frequently between $1.4$ and $2.1$, confirming that the observed covariance matrix does not differ significantly from the hypothesized structural model.

Item-level standardized factor loadings ($lambda$) are universally strong and statistically significant at $p < .001$, with primary item loadings typically aligning as follows: feeling what the characters feel ($\lambda \approx .88$), experiencing the emotional situation depicted ($\lambda \approx .84$), and imaginative self-projection into the character’s role ($\lambda \approx .79$). Cross-loadings onto non-affective dimensions remain negligible (typically $lambda < .20$).

10. Instrument / Measurement Tool

The structural, operational, and scoring architecture of the Attitude Toward the Ad (Empathy) assessment instrument is detailed below:

• Instrument Designation: Attitude Toward the Ad (Empathy) (ATTA-Empathy).
• Instrument Type: Self-report psychometric rating inventory; multi-item Likert-type scale.
• Target Population: Consumers, media audiences, and experimental participants exposed to narrative, character-driven audiovisual or multimedia commercial advertisements.
• Administration Modality: Self-administered via computer-assisted web interviewing (CAWI), laboratory behavioral testing consoles, or traditional paper-and-pencil questionnaires directly following commercial stimulus exposure.
• Duration of Administration: Approximately 1 to 2 minutes for the specific empathy battery (typically integrated within a broader 5- to 10-minute copy-testing evaluation).
• Response Format: Standard 5-point, 6-point, or 7-point Likert-type response scales anchored by:
  • $1$ = Strongly Disagree
  • $4$ = Neither Agree nor Disagree (in 7-point formats)
  • $7$ = Strongly Agree
• Scoring and Computational Procedures:
  • Individual indicator ratings are collected post-viewing.
  • Items are formulated such that all statements are positively keyed; therefore, no reverse-scoring is required under standard administration guidelines.
  • An overall composite empathy index is computed by calculating the arithmetic mean of all retained scale items ($Mean = \sum X_i / k$, where $k$ is the total item count), yielding a continuous composite score ranging from $1.00$ to $7.00$.
  • Alternatively, for structural equation modeling (SEM) applications, item indicators are retained as continuous manifest variables to estimate the latent empathy construct directly.
• Diagnostic Interpretation:
  • Low Empathy (Scores 1.00 – 3.20): Indicates cognitive detachment, low perspective-taking, and failure of emotional contagion. The ad is processed purely analytically or indifferently.
  • Moderate Empathy (Scores 3.21 – 5.00): Reflects baseline comprehension of characters’ feelings with partial or sporadic affective sharing.
  • High Empathy (Scores 5.01 – 7.00): Represents deep narrative transportation, pronounced vicarious affect, and profound self-character emotional alignment.

11. Permissions & Fee and Test Year

The conceptual validation and operational modeling linking the Attitude Toward the Ad (Empathy) subscale to media weight dynamics was published in 2002 in the Journal of Marketing Research. The underlying psychometric paradigms build upon foundational marketing studies from the late 1980s and 1990s, including work by MacInnis and Jaworski (1989), Edell and Burke (1987), and Wells, Leavitt, and McConville (1971).

Licensing and Academic Usage Policies:

• Academic and Scholarly Research: The scale dimensions, structural methodologies, and conceptual frameworks are widely cited and accessible within academic literature. Non-commercial scholarly researchers, doctoral students, and university faculties may utilize and adapt the measurement principles for non-profit academic research under standard academic fair-use guidelines, provided appropriate scholarly attribution is cited.
• Commercial Pretesting and Proprietary Copy-Testing Databases: Commercial practitioners, corporate brand managers, and market research agencies using specific proprietary item batteries from commercial pretesting services (e.g., historical databases such as ARS, Millward Brown, or Ipsos ASI) must secure licensing agreements, permissions, or access contracts through the respective commercial testing organizations holding the rights to those operationalized commercial platforms.
• Copyright Ownership: Academic publications describing the empirical properties of the scale are copyrighted by the American Marketing Association (AMA). Re-publication, extensive verbatim reproduction, or commercial distribution of full copyrighted journal articles requires formal permission from the AMA or through the Copyright Clearance Center (CCC).

12. References

The academic validation and theoretical underpinning of the Attitude Toward the Ad (Empathy) scale are substantiated by the following peer-reviewed literature:

• Batra, R., & Ray, M. L. (1986). Affective responses mediating acceptance of advertising. Journal of Consumer Research, 13(2), 234–249. https://doi.org/10.1086/209063
• Brown, S. P., & Stayman, D. M. (1992). Antecedents and consequences of attitude toward the ad: A meta-analysis. Journal of Consumer Research, 19(1), 34–51. https://doi.org/10.1086/209284
• Edell, J. A., & Burke, M. C. (1987). The power of feelings in understanding advertising effects. Journal of Consumer Research, 14(3), 421–433. https://doi.org/10.1086/209124
• Escalas, J. E. (2004). Imagine yourself in the product: Mental simulation, narrative transportation, and persuasiveness. Journal of Advertising, 33(2), 37–48. https://doi.org/10.1080/00913367.2004.10639163
• Green, M. C., & Brock, T. C. (2000). The role of transportation in the persuasiveness of public narratives. Journal of Personality and Social Psychology, 79(5), 701–721. https://doi.org/10.1037/0022-3514.79.5.701
• Lutz, R. J., MacKenzie, S. B., & Belch, G. E. (1983). Attitude toward the ad as a mediator of advertising effectiveness: Determinants and consequences. Advances in Consumer Research, 10, 532–539.
• 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
• MacInnis, D. J., Rao, A. G., & Weiss, A. M. (2002). Assessing when increased media weight of real-world advertisements helps sales. Journal of Marketing Research, 39(4), 391–407. https://doi.org/10.1509/jmkr.39.4.391.19123
• MacInnis, D. J., & Stayman, D. M. (1993). Focal and emotional integration: Concepts, measures, and effects in emotional advertising. International Journal of Research in Marketing, 10(4), 341–366. https://doi.org/10.1016/0167-8116(93)90016-Z
• Wells, W. D., Leavitt, C., & McConville, M. (1971). A reaction profile for TV commercials. Journal of Advertising Research, 11(6), 11–17.

13. Items of the Scale