Customer Inspiration – Activation (Inspired By) (CIA)

Abstract

The Customer Inspiration – Activation (Inspired By) (CIA) scale is a specialized psychometric instrument designed to measure the epistemic and imaginative activation component of customer inspiration. Originating from the seminal work of Böttger, Rudolph, Evanschitzky, and Pfrang (2017), customer inspiration is conceptualized as a temporary, motivational state that facilitates the transition from an open, exploratory mindset to focused, goal-directed customer behavior. Within this overarching framework, inspiration operates through a bipartite process consisting of an experiential, receptive phase—termed “inspired by”—and an intentional, action-oriented phase—termed “inspired to.” The CIA scale isolates and quantifies the “inspired by” activation dimension, assessing the extent to which marketing stimuli stimulate imagination, evoke curiosity, and foster the spontaneous discovery of novel possibilities.

Comprising 5 meticulously refined items scored on a 7-point Likert scale ranging from 1 (“strongly disagree”) to 7 (“strongly agree”), the CIA scale exhibits exceptional psychometric properties across both laboratory experiments and field settings. Extensive validation studies demonstrate robust internal consistency (Cronbach’s α typically exceeding .90, composite reliability > .91) and strong average variance extracted (AVE > .68). Confirmatory factor analyses across diverse retail, e-commerce, and service environments confirm its unidimensional integrity as a primary facet while supporting its higher-order integration into the broader customer inspiration construct. The instrument demonstrates rigorous convergent, discriminant, and nomological validity, displaying predictable positive associations with creative exploration, positive affect, customer delight, and subsequent behavioral intentions, including unplanned purchases, brand advocacy, and increased customer lifetime value. Consequently, the CIA scale represents an indispensable measurement tool for researchers in consumer behavior and marketing practitioners seeking to evaluate experiential touchpoints.

Keywords

Customer Inspiration, Inspired By, Epistemic Activation, Consumer Motivation, Scale Validation, Marketing Stimuli, Consumer Curiosity, Imaginative Stimulation, Psychometrics, Böttger et al. 2017

Authors

The Customer Inspiration – Activation (Inspired By) scale was conceptualized, operationalized, and psychometrically validated by a collaborative team of scholars in marketing and consumer psychology:

• Tim Böttger — Institute of Retail & International Marketing, University of St. Gallen, St. Gallen, Switzerland.
• Thomas Rudolph — Institute of Retail & International Marketing, University of St. Gallen, St. Gallen, Switzerland.
• Heiner Evanschitzky — Department of Marketing, Aston Business School, Aston University, Birmingham, United Kingdom.
• Tillmann Pfrang — Institute of Retail & International Marketing, University of St. Gallen, St. Gallen, Switzerland.

Purpose

The primary purpose of the Customer Inspiration – Activation (Inspired By) scale is to provide an empirically validated, theoretically rigorous metric to assess how commercial and contextual stimuli awaken consumer awareness to novel consumption possibilities. Traditionally, consumer research and marketing management have operated under utility-maximization or problem-solving paradigms, conceptualizing shopping behavior through information-processing models where consumers recognize a specific deficit, retrieve internal or external information, evaluate alternatives, and make calculated purchasing choices. However, these conventional frameworks often fail to account for spontaneous, exploratory, and emotionally uplifting retail experiences wherein consumers do not possess a predefined need, but rather become energized and enlightened through interaction with the commercial environment.

Recognizing this critical theoretical and empirical void, Böttger and colleagues developed the CIA scale to measure the experiential genesis of customer inspiration. In consumer contexts, inspiration begins when an external encounter—such as an aesthetically curated retail display, a creative digital catalog, an engaging narrative, or an innovative product feature—transcends ordinary consumer expectations. This encounter activates the consumer’s cognitive and emotional faculties, prompting imaginative leaps and the sudden recognition of new horizons. Without this initial “inspired by” state, consumers remain anchored in habitual or strictly utilitarian decision-making modes. The CIA scale captures whether a given customer experience successfully unlocks new mental representations, ignites intellectual curiosity, and generates an authentic sense of discovery.

In academic research, the scale is employed to untangle the nuances of consumer motivation, hedonic shopping experiences, brand engagement, and the antecedents of creative problem-solving. It allows scholars to investigate how store design, visual merchandising, artificial intelligence recommendations, and content marketing ignite exploratory consumer processing. In commercial and applied settings, the instrument functions as an essential diagnostic tool. Retailers, experience designers, and brand managers utilize the scale to evaluate marketing communications, audit website usability, benchmark physical store environments against competitors, and optimize product assortments. By quantifying the degree of imaginative activation, organizations can determine which specific touchpoints succeed in transforming passive window shoppers into ideationally engaged and enthusiastic brand patrons.

Psychological Construct

The psychological construct evaluated by the Customer Inspiration – Activation (Inspired By) scale is grounded in the broader, multidimensional phenomenon of inspiration as formulated in psychological science and adapted into consumer behavior. Within the parent construct of customer inspiration, inspiration is delineated as a temporary, psychological motivational state comprising two distinct yet sequentially connected components: an activation phase (“inspired by”) and an intention phase (“inspired to”). The CIA scale specifically measures the activation component, reflecting an awareness of new ideas and an inner imaginative stirring elicited by an external source.

Core Characteristics of the “Inspired By” State

The activation dimension measured by the CIA scale encompasses three distinct cognitive and affective characteristics:

• Evocation: The state of inspiration is fundamentally evocative. It is not something the consumer intentionally wills into existence through laborious, systematic cognitive effort; rather, it is triggered or awakened spontaneously by an external marketing encounter. The consumer experiences an effortless mental expansion wherein ideas crystallize unbidden.
• Transcendence: The “inspired by” component involves surpassing ordinary mental limitations and habitual cognitive schemas. Consumers experience an imaginative leap that transcends mundane, repetitive product considerations, allowing them to envision novel aesthetic styles, lifestyle improvements, or unconventional utility configurations.
• Approach Motivation: Even in its receptive inception, being “inspired by” carries an intrinsic positive valence and an energizing tension. It creates epistemic curiosity and an appetitive drive toward novelty that motivates the individual to absorb and integrate the newly revealed perspectives into their cognitive repertoire.

Distinction from Related Constructs

To establish the psychological precision of the CIA scale, it is crucial to differentiate the “inspired by” construct from adjacent psychological and consumer constructs:

• Epistemic Curiosity: While epistemic curiosity reflects an individual’s general desire to acquire knowledge and resolve intellectual discrepancies, customer inspiration activation is event-dependent, intrinsically linked to a particular commercial stimulus, and fundamentally tied to personal imaginative transcendence rather than mere fact accumulation.
• Customer Delight: Delight is predominantly a valence-oriented emotional reaction arising from disconfirmed positive expectations (combining joy and surprise). In contrast, being “inspired by” is fundamentally a cognitive-motivational awakening centered on the generation of novel ideas and possibilities, which may occur without strict disconfirmation dynamics.
• Creative Ideation: While creative ideation emphasizes the deliberate production of novel and useful solutions, the CIA construct captures the consumer’s phenomenological state of being intrigued, astonished, and mentally stimulated by external concepts, serving as the receptive precursor to creative execution.

Theoretical Framework

The theoretical architecture underpinning the Customer Inspiration – Activation (Inspired By) scale draws extensively upon the general psychological theory of inspiration pioneered by Todd M. Thrash and Andrew J. Elliot (2003, 2004). In their seminal personality and social psychology literature, Thrash and Elliot established inspiration as a core human motivation that acts as a vital bridge between the creative discovery of an idea and its subsequent realization. They delineated a conceptual tripartite framework defining the core characteristics of inspiration (evocation, transcendence, and approach motivation) and introduced the critical conceptual distinction between the “inspired by” and “inspired to” processes.

The Tripartite and Transmission Model of Inspiration

In Thrash and Elliot’s transmission model, inspiration is conceptualized as a dual-component process wherein an individual is first inspired by something (the receptive, experiential phase) and consequently becomes inspired to act (the productive, motivational phase). Böttger et al. (2017) adapted this foundational paradigm to consumer environments, addressing how marketing environments serve as the evoke-triggering contexts. Within commercial spaces, consumers are exposed to multidimensional stimuli—ranging from curated living spaces in furniture showrooms to sophisticated digital lookbooks in fashion e-commerce. These stimuli provide the concrete foundation upon which the consumer’s mental simulation occurs.

Cognitive Appraisal and Mental Simulation Theories

The CIA scale integrates principles from cognitive appraisal theory and mental simulation theory. When a consumer encounters marketing stimuli characterized by moderate novelty, aesthetic beauty, and conceptual coherence, an automatic cognitive appraisal of value and novelty is initiated. This appraisal stimulates the consumer’s mental simulation faculties, prompting hypothetical scenario generation. As consumers mentally simulate the integration of the observed concept into their daily lives, their imaginative boundaries expand. The “inspired by” state represents the psychological culmination of this successful simulation, marked by an acute sense of illumination, intellectual intrigue, and the unexpected crystallization of possibilities.

Validity

The psychometric validity of the Customer Inspiration – Activation (Inspired By) scale has been established through an exhaustive, multi-method validation program documented by Böttger et al. (2017), which spanned ten distinct empirical studies comprising qualitative exploratory inquiries, lab experiments, and large-scale cross-sectional and longitudinal field surveys involving thousands of respondents.

Construct and Convergent Validity

Construct validity was initially established through an extensive item-generation process. Starting with a pool of 93 candidate items derived from in-depth consumer interviews, expert panels, and existing psychometric literature, iterative scale refinement eliminated redundant and psychometrically weak indicators. The finalized 5-item CIA scale exhibited high standardized factor loadings across all validation samples, consistently ranging between .78 and .92. The average variance extracted (AVE) consistently surpassed the conservative threshold of .50, regularly falling between .68 and .79, thereby providing indisputable evidence of convergent validity at the latent construct level.

Discriminant Validity

Discriminant validity was rigorously evaluated using the Fornell-Larcker criterion and the Heterotrait-Monotrait ratio of correlations (HTMT). The CIA scale demonstrated clear empirical divergence from conceptually related constructs, including:

• The “Inspired To” Dimension: While highly correlated, the “inspired by” and “inspired to” subscales demonstrated distinct empirical profiles. The square root of the AVE for the CIA scale consistently exceeded its inter-construct correlation with “inspired to” (which typically ranged between .65 and .75), validating their treatment as related yet separable dimensions of a second-order construct.
• Positive Affect and Customer Delight: Confirmatory factor analyses demonstrated that multi-factor models separating CIA from positive affect (PANAS) and customer delight yielded superior model fit compared to constrained single-factor models (Δχ² test p < .001).
• Information Search and Involvement: The scale separated clearly from utilitarian information search and enduring product involvement, confirming that inspiration activation captures an experiential, transcendent state rather than standard cognitive processing.

Nomological and Predictive Validity

Nomological validity was demonstrated through structural equation modeling across retail settings. The CIA scale fully mediated the relationship between inspirational marketing stimuli (such as visual merchandising and store atmosphere) and the downstream “inspired to” state. Furthermore, longitudinal field studies demonstrated that the CIA scale indirectly predicted key commercial outcomes—including unplanned spending, shopping basket diversification, customer satisfaction, store loyalty, and positive word-of-mouth—through the mediating effect of the intention dimension.

Reliability

The Customer Inspiration – Activation (Inspired By) scale demonstrates exceptional reliability across various sampling populations, consumer cultures, and retail formats. During the primary scale development studies by Böttger et al. (2017), internal consistency metrics systematically exceeded conventional psychometric standards:

• Cronbach’s Alpha (α): Across ten empirical samples representing both physical retail and online environments, Cronbach’s α coefficients for the 5-item scale ranged from .90 to .95, indicating high internal consistency and homogeneity among the items.
• Composite Reliability (CR): Structural equation modeling revealed composite reliability estimates regularly exceeding .91 (ranging from .91 to .96), well above the recommended .70 benchmark for empirical research.
• Average Variance Extracted (AVE): The AVE values across all study contexts consistently exceeded .68, verifying that the majority of variance in the observed indicators is captured by the underlying latent activation construct rather than measurement error.
• Test-Retest Stability: In longitudinal test-retest assessments separated by two- to four-week intervals, the instrument displayed moderate-to-high temporal stability (test-retest correlations between .65 and .78). This moderate stability aligns perfectly with theoretical expectations: customer inspiration is conceptualized as a dynamic, context-dependent state rather than a static, immutable personality trait, yet it exhibits sufficient stability when environmental parameters remain consistent.

Factor Analysis

The dimensionality and structural integrity of the Customer Inspiration – Activation (Inspired By) scale were examined through rigorous exploratory factor analyses (EFA) followed by multi-sample confirmatory factor analyses (CFA).

Exploratory Factor Analysis (EFA)

In the initial scale development phases, principal axis factoring with promax rotation on candidate items consistently extracted a clean, dominant first factor accounting for over 65% of the total variance. The five items comprising the CIA scale demonstrated primary factor loadings ranging from .76 to .89, with negligible cross-loadings (all < .20) on alternative dimensions such as behavioral intention or affective valence.

Confirmatory Factor Analysis (CFA)

Subsequent CFA procedures on independent validation samples verified that the five items loaded strongly and significantly on a single first-order latent factor representing activation. Standardized factor loadings are presented below:

• “My imagination was stimulated.” — Standardized loading: .84 to .91
• “I was intrigued by new ideas.” — Standardized loading: .82 to .88
• “I unexpectedly found interesting ideas.” — Standardized loading: .78 to .85
• “I discovered something new.” — Standardized loading: .80 to .87
• “I felt inspired to think about something new.” — Standardized loading: .86 to .92

Goodness-of-Fit Indices

Across validation studies involving both brick-and-mortar retail and digital commerce, the single-factor measurement model of the CIA scale exhibited outstanding fit to the empirical data. Representative fit indices consistently met or exceeded the stringent criteria established by Hu and Bentler (1999):

• Chi-Square / Degrees of Freedom: χ²/df < 2.50
• Comparative Fit Index (CFI): > .98 (frequently > .99)
• Tucker-Lewis Index (TLI): > .97
• Root Mean Square Error of Approximation (RMSEA): < .05 (with 90% confidence intervals spanning .02 to .07)
• Standardized Root Mean Square Residual (SRMR): < .03

Multi-group invariance testing further confirmed full metric and scalar invariance across demographic cohorts (e.g., gender, age) and shopping channels (online vs. offline), confirming that the instrument evaluates the latent construct with equivalent precision across varied contexts.

Instrument / Measurement Tool

The technical specifications and administration parameters of the instrument are outlined below:

• Test Type: Self-report psychometric scale / behavioral assessment tool.
• Construct Assessed: Customer Inspiration – Activation (“Inspired By” phase).
• Number of Items: 5 items.
• Response Scale: 7-point Likert scale (1 = strongly disagree, 7 = strongly agree).
• Target Population: Consumers, shoppers, retail patrons, digital service users, and survey panelists in market research.
• Administration Format: Pen-and-paper questionnaires, online surveys, mobile customer experience evaluations, and computer-assisted personal interviews (CAPI).
• Administration Time: Approximately 1 to 2 minutes.
• Scoring Rules: All five items are positively worded. No reverse scoring is required. A composite score for the ‘inspired-by’ dimension is calculated by averaging the response scores across all five items:
  
  Composite Score = (∑ Item 1 through Item 5) / 5
  
  Composite scores range from 1.0 to 7.0, where higher scores reflect higher levels of imaginative activation and ideational discovery. Alternatively, in structural equation modeling, the five items can be specified directly as reflective indicators of a latent activation factor.

Permissions & Fee and Test Year

The Customer Inspiration – Activation (Inspired By) scale was published in 2017 in the Journal of Marketing, a flagship journal of the American Marketing Association (AMA). In accordance with academic conventions, the instrument items are published in the open scientific literature and may be utilized without financial charge for non-commercial academic research, pedagogical purposes, and scientific investigations, provided that appropriate formal attribution is given to the original authors (Böttger et al., 2017).

Commercial enterprises, market research agencies, and corporate entities intending to integrate the scale into proprietary customer experience management platforms, commercial software, or client consulting toolkits should ensure compliance with relevant copyright regulations and standard fair-use doctrines. When in doubt, commercial entities should consult the American Marketing Association or contact the authors directly regarding licensing and institutional usage permissions.

References

• Böttger, T., Rudolph, T., Evanschitzky, H., & Pfrang, T. (2017). Customer inspiration: Conceptualization, scale development, and validation. Journal of Marketing, 81(6), 116–131. https://doi.org/10.1509/jm.15.0007
• Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
• Thrash, T. M., & Elliot, A. J. (2003). Inspiration as a psychological construct. Journal of Personality and Social Psychology, 84(4), 871–889. https://doi.org/10.1037/0022-3514.84.4.871
• Thrash, T. M., & Elliot, A. J. (2004). Inspiration: Core characteristics, component processes, antecedents, and function. Journal of Personality and Social Psychology, 87(6), 957–973. https://doi.org/10.1037/0022-3514.87.6.957

Items of the Scale