The Attitude Toward the Ad (Humorous) (ATAD-H)<\/strong> scale is a psychometric instrument designed to assess audience perceptions of humor and communicative intent within commercial advertising stimuli. Conceptualized within the domain of consumer psychology and media communications by Kunal Swani, Marc G. Weinberger, and Charles S. Gulas (2013), the instrument addresses a critical measurement challenge: distinguishing between a receiver’s general affective evaluation of an advertisement (attitude toward the ad<\/a>, or Aad<\/sub><\/em>) and their specific cognitive-affective appraisal of the advertisement’s comedic properties, perceived funniness, and perceived comedic intent. The ATAD-H scale comprises six items measured on a 5-point Likert scale<\/a>, ranging from 1 (“Strongly Disagree”) to 5 (“Strongly Agree”). Five of the items were adapted from classic semantic differential markers of perceived humor (e.g., assessing dimensions of amusement, playfulness, and wit) and converted into Likert statements, while a pivotal sixth item was developed specifically to capture perceived humor attempt or comedic intentionality (“the commercial was making a humor attempt”).<\/p>\n Psychometrically, the scale operates as a unidimensional or bi-faceted construct capturing both perceived humorousness and perceived humor intent. In empirical validation studies involving television and digital video advertisements featuring varying levels of comedic violence, the ATAD-H demonstrated robust internal consistency reliability, yielding Cronbach’s alpha<\/a> coefficients exceeding .90 across diverse experimental cohorts. Structural equation modeling (SEM) and confirmatory factor analysis (CFA) confirm strong convergent, discriminant, and predictive validity, revealing that perceived humor acts as an essential mediating process variable in path models predicting ad liking, brand attitude (Ab<\/sub><\/em>), message recall, and purchase intentions. Furthermore, the ATAD-H has proven particularly sensitive in detecting gender moderation effects when advertisements deploy controversial, aggressive, or dark comedic executions, establishing its utility as an indispensable diagnostic and theoretical tool in marketing research, media psychology, and communication science.<\/p>\n Attitude Toward the Ad, ATAD-H, Perceived Humor, Advertising Effectiveness, Violent Humor, Benign Violation Theory, Consumer Psychology, Incongruity-Resolution, Media Psychology, Gender Moderation, Psychometrics, Affective Appraisal<\/p>\n The Attitude Toward the Ad (Humorous) scale was developed and operationalized by a team of prominent scholars in the fields of marketing, advertising, and consumer behavior:<\/p>\n The primary purpose of the Attitude Toward the Ad (Humorous) (ATAD-H) scale is to provide an exact, psychometrically sound, and theoretically grounded measurement of an audience’s perception of humor in advertising executions. Humor is one of the most widely employed executional strategies in global advertising, appearing in an estimated 20% to 30% of television commercials and an increasingly dominant share of viral digital video campaigns. However, scholarly research has long grappled with the “humor paradox”: humor can dramatically enhance attention, brand warmth, and message virality, but it can simultaneously distract from core brand claims, alienate specific demographic segments, or generate offense when execution boundaries are crossed.<\/p>\n Historically, advertising researchers frequently conflated general ad liking (overall positive attitude toward the ad, Aad<\/sub><\/em>) with the specific appraisal of humor. This conceptual blurring introduced substantial measurement error into communication models. An individual consumer might recognize that an advertisement is intentionally designed to be a comedy sketch, yet find the content tasteless, offensive, or unfunny. Conversely, a consumer might enjoy the cinematography or musical score of a commercial without perceiving any comedic value. The ATAD-H was created to isolate the discrete construct of perceived humor<\/em>—encompassing both the degree of subjective amusement and the explicit recognition of the advertiser’s comedic intent.<\/p>\n The specific impetus for developing the ATAD-H emerged from investigations into edge-case and high-risk advertising strategies, notably violent humor<\/em> and grotesque comedy (Swani, Weinberger, & Gulas, 2013). When advertisers combine physical slapstick, aggressive depictions, or cartoonish violence with commercial messaging, audience reactions become intensely polarized. In such contexts, perceived humor serves as a pivotal mediating process variable within cognitive-affective path models. If an audience member fails to perceive the commercial as humorous or fails to decode the violent imagery as an intentional joke, the advertisement is processed solely as senseless aggression, triggering defensive avoidance, moral outrage, and brand devaluation.<\/p>\n The scale was engineered to solve three major empirical objectives:<\/p>\n The psychological construct captured by the ATAD-H is Perceived Advertising Humor<\/strong>, defined as a multi-layered cognitive-affective response wherein an audience member identifies a stimulus as an intentional comedic communication, experiences incongruity resolution, and generates a subjective affective appraisal characterized by mirth, amusement, or playfulness.<\/p>\n The construct operationalized within the ATAD-H transcends mere smiling or physiological laughter; it encompasses both cognitive categorization and affective validation across two fundamental sub-dimensions:<\/p>\n This dimension reflects the emotional and cognitive outcome of processing the joke. It corresponds to the experiential state of finding the execution amusing, witty, entertaining, or clever. In psychological terms, this state emerges when the consumer successfully detects a cognitive incongruity within the commercial script, processes the humorous resolution, and experiences an emotional release of mirth. Five of the items in the ATAD-H trace their lineage to established semantic differential markers used in communication literature (such as funny\/not funny, amusing\/not amusing, playful\/not playful), here reformulated into Likert statements to capture nuanced agreement levels regarding the commercial’s comedic impact.<\/p>\n A distinctive innovation of the ATAD-H is the explicit inclusion of an item measuring the viewer’s recognition of the advertiser’s creative intent: specifically, whether the consumer recognized that “the commercial was making a humor attempt.” In communication theory and attribution theory<\/a>, decoding the intent of the communicator is paramount. In borderline or controversial advertising executions (such as dark humor, shock advertising, or slapstick violence), the audience’s realization that the behavior depicted is “not meant to be taken seriously” constitutes the boundary condition between amusement and offense. If intent is unrecognized, the consumer categorizes the narrative as inappropriate, hostile, or confusing. By fusing perceived amusement with perceived humor attempt, the ATAD-H ensures that the construct captures both the communicative decoding and the emotional payoff.<\/p>\n2. Keywords<\/h2>\n
3. Authors<\/h2>\n
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4. Purpose<\/h2>\n
Theoretical and Practical Rationale<\/h3>\n
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5. Psychological Construct<\/h2>\n
Deconstruction of the Latent Construct<\/h3>\n
1. Subjective Comedic Appraisal (Amusement and Funniness)<\/h4>\n
2. Perceived Humor Intent (Comedic Intentionality)<\/h4>\n