Customer Journey: Touchpoint Thematic Cohesion (CJD-TC)

1. Abstract

The Customer Journey: Touchpoint Thematic Cohesion (CJD-TC) scale is an empirically validated psychometric instrument designed to evaluate consumers’ perceptions of the degree to which an organization’s touchpoints are unified by a coherent, overarching conceptual theme. Developed by Christian Kuehn, Daniel Jozic, and Christian Homburg (2019) as an integral first-order subdimension of the hierarchical, second-order Customer Journey Design (CJD) construct, this 4-item instrument measures a vital cognitive-affective facet of consumer experience management. In contemporary omni-channel ecosystems, consumers engage with brands across an expanding array of physical, digital, and interpersonal environments. The CJD-TC captures whether these disparate interactions are perceived as fragmented or harmoniously connected through a central narrative. Evaluated using a 7-point Likert scale anchored from 1 (“Strongly disagree”) to 7 (“Strongly agree”), the instrument demonstrates robust psychometric integrity across independent cross-cultural consumer samples. Confirmatory factor analysis and structural equation modeling demonstrate strong convergent validity, with average variance extracted (AVE) values of .66 in United States samples and .64 in European samples, alongside high composite reliability, internal consistency, and discriminant validity established through the Fornell–Larcker criterion and heterotrait-monotrait (HTMT) ratios. This article provides an exhaustive examination of the CJD-TC’s conceptual underpinnings, theoretical foundations in Gestalt psychology and schema theory, psychometric properties, factor structure, scoring procedures, and broad applications in academic consumer research and commercial marketing strategy.

2. Keywords

Customer journey design, touchpoint thematic cohesion, customer experience management, psychometrics, brand consistency, omni-channel marketing, Gestalt psychology, consumer behavior, schema congruence, structural equation modeling

3. Authors

The Customer Journey: Touchpoint Thematic Cohesion (CJD-TC) dimension was conceptualized, operationalized, and psychometrically validated by:

• Christian Kuehn: Department of Marketing, University of Mannheim, Mannheim, Germany.
• Daniel Jozic: Department of Marketing, University of Mannheim, Mannheim, Germany.
• Christian Homburg: Professor of Marketing, Chair of the Department of Business-to-Business Marketing, Sales & Pricing, University of Mannheim, Mannheim, Germany; Professorial Fellow, Department of Management and Marketing, University of Melbourne, Australia.

Correspondence regarding the original customer journey design framework is canonically addressed through the University of Mannheim Business School, Department of Marketing, L5, 1, 68131 Mannheim, Germany.

4. Purpose

The primary purpose of the Customer Journey: Touchpoint Thematic Cohesion (CJD-TC) scale is to measure and quantify consumers’ subjective cognitive appraisal of whether a brand’s heterogeneous touchpoints share an aligned, readily identifiable thematic storyline. Modern market interactions rarely transpire through isolated transactional interfaces. Instead, consumers traverse multi-stage, multi-channel paths involving mobile applications, physical retail stores, digital advertising, third-party social platforms, customer service contact centers, packaging, and post-purchase onboarding interfaces. Despite the recognized strategic value of seamless journeys, organizations frequently suffer from internal siloization, resulting in touchpoints designed by disconnected business units (e.g., e-commerce teams versus retail visual merchandising teams). Such fragmentation induces cognitive dissonance, dilutes brand identity, and frustrates navigation across the purchase funnel.

To address this managerial and theoretical challenge, the CJD-TC was engineered to diagnose touchpoint coordination from the customer’s phenomenological perspective rather than relying on operational, internal corporate audits. In research contexts, the scale enables empirical examination of how thematic continuity shapes complex psychological outcomes such as brand clarity, brand trust, brand loyalty, perceived processing fluency, and perceived relationship investment. In clinical, organizational, and applied marketing domains, the instrument serves as an audit instrument for brand managers, user experience (UX) strategists, and service designers aiming to identify friction points and assess the perceived unity of omni-channel brand initiatives.

5. Psychological Construct

The psychological construct evaluated by the CJD-TC is Touchpoint Thematic Cohesion, operationalized as one of three essential first-order dimensions comprising the broader multidimensional construct of Customer Journey Design (CJD), alongside touchpoint consistency and touchpoint connectivity. Thematic cohesion specifically captures the extent to which consumers perceive a brand’s various customer-facing interfaces as revolving around a central, unifying core concept.

Unlike operational consistency—which focuses on the identical repetition of basic visual assets such as color palettes, logos, and typography—thematic cohesion focuses on the underlying semantic and narrative architecture of the journey. It evaluates whether the brand’s core values, brand positioning, and brand narrative are meaningfully embedded across distinct contextual environments. For instance, when a consumer encounters an outdoor performance apparel brand, thematic cohesion assesses whether the experiential atmosphere of the physical retail store (e.g., biophilic design, rugged aesthetics, gear-testing stations), the digital e-commerce portal (e.g., interactive trail mapping, technical specifications), and the post-purchase customer care interaction (e.g., repair advice, wilderness conservation initiatives) clearly reinforce a single unifying narrative of outdoor exploration and durability.

When thematic cohesion is elevated, consumers effortlessly synthesize their diverse brand encounters into a coherent mental model. Conversely, when thematic cohesion is low, touchpoints are perceived as disparate, isolated entities that lack conceptual alignment, requiring greater cognitive effort to reconcile.

6. Theoretical Framework

The CJD-TC scale is grounded in two primary theoretical paradigms: Gestalt Psychology and Cognitive Schema Theory.

Gestalt Psychology and Perceptual Organization

Under Gestalt psychology (originating with Max Wertheimer, Kurt Koffka, and Wolfgang Köhler), human perception naturally organizes disparate sensory inputs into holistic, structured patterns rather than isolated components. The foundational principle that “the whole is other than the sum of its parts” underpins the customer journey construct. In an omni-channel ecosystem, individual touchpoints represent discrete stimuli. The Gestalt principles of grouping—specifically similarity, continuity, and common fate—explain how consumers evaluate brand communications. Thematic cohesion serves as the semantic adhesive that allows consumers to group fragmented touchpoints into a unified, integrated brand journey (“Prägnanz”).

Cognitive Schema Theory and Processing Fluency

From the perspective of Cognitive Schema Theory (e.g., Jean Piaget; Richard C. Anderson), human beings organize knowledge into mental frameworks or schemas. When consumers interact with a touchpoint, existing brand schemas are activated to interpret incoming information. High thematic cohesion fosters schema congruence: incoming sensory and narrative cues from newly encountered touchpoints confirm and reinforce the activated brand schema. This congruence optimizes cognitive processing fluency, minimizing perceptual strain and cognitive load. As demonstrated in cognitive psychology (e.g., Rolf Reber, Norbert Schwarz), high processing fluency generates positive affective states, which are subsequently attributed to the focal brand, driving customer satisfaction and positive brand equity.

7. Validity

The psychometric validity of the CJD-TC was rigorously demonstrated across multiple validation phases encompassing exploratory and confirmatory samples in both the United States and Europe.

• Content and Face Validity: The scale items were developed through an extensive review of marketing literature, in-depth consumer interviews, and expert panel evaluations consisting of marketing academics and senior customer experience executives. These procedures verified that the items capture the thematic alignment of touchpoints without confounding operational or physical channel characteristics.
• Convergent Validity: Convergent validity was assessed via Confirmatory Factor Analysis (CFA). The Average Variance Extracted (AVE) systematically exceeded the recommended .50 threshold established by Fornell and Larcker (1981), achieving .66 in the United States validation sample and .64 in the European sample. All standardized factor loadings were statistically significant (p < .001) and well above the .70 benchmark.
• Discriminant Validity: Discriminant validity was established via the Fornell–Larcker criterion, where the square root of the AVE for the CJD-TC factor exceeded its correlations with any other first-order dimension (such as touchpoint consistency and touchpoint connectivity) and related customer experience constructs. Furthermore, modern heterotrait-monotrait (HTMT) ratios remained well below the conservative cutoffs of .85 and .90, confirming that thematic cohesion represents an empirically distinct construct.
• Criterion-Related and Nomological Validity: Structural equation models confirmed that CJD-TC directly and indirectly predicts key marketing outcomes, including customer journey satisfaction, brand loyalty, customer brand engagement, and word-of-mouth recommendations, substantiating the scale’s nomological network.

8. Reliability

The internal consistency and scale reliability of the CJD-TC have been established using classical test theory metrics and modern structural equation modeling parameters:

• Internal Consistency (Cronbach’s Alpha): Across empirical testing cohorts, Cronbach’s alpha coefficients routinely exceeded the .80 benchmark, typically falling between .86 and .91, indicating high internal consistency without item redundancy.
• Composite Reliability (CR): The composite reliability values for the CJD-TC dimension across both US and European validation samples were above .85, far exceeding Bagozzi and Yi’s (1988) recommended threshold of .70.
• Item-Total Correlations: Corrected item-total correlations for each of the four indicators were consistently above .65, ensuring that each statement contributes significantly to the underlying latent construct.

9. Factor Analysis

The underlying dimensionality of the Customer Journey Design construct was confirmed through rigorous Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA):

Exploratory Factor Analysis (EFA)

During initial scale development, maximum likelihood extraction with oblique rotation (e.g., Promax) was performed on the pooled pool of customer journey design items. The analysis consistently revealed three distinct first-order factors: touchpoint thematic cohesion, touchpoint consistency, and touchpoint connectivity. The four items comprising CJD-TC exhibited high primary factor loadings (> .75) onto their designated latent factor, with negligible cross-loadings (< .20) on alternative dimensions.

Confirmatory Factor Analysis (CFA)

The stable dimensional structure was replicated across independent validation samples using structural equation modeling. In these CFA specifications, the CJD-TC was modeled as a first-order reflective factor nested within a second-order CJD framework. The model achieved acceptable fit indices across samples:

• Comparative Fit Index (CFI): ≥ .95
• Tucker-Lewis Index (TLI): ≥ .94
• Root Mean Square Error of Approximation (RMSEA): ≤ .055 (with 90% confidence intervals bounded within conventional limits)
• Standardized Root Mean Square Residual (SRMR): ≤ .045

Standardized factor loadings for the four CJD-TC items ranged from .76 to .86, demonstrating that each item reflects substantial true-score variance of the latent thematic cohesion construct.

10. Instrument / Measurement Tool

• Instrument Name: Customer Journey: Touchpoint Thematic Cohesion (CJD-TC)
• Construct Measured: Consumer perception of thematic alignment and narrative unity across multi-channel brand touchpoints
• Number of Items: 4 items
• Administration Format: Self-administered paper-and-pencil or computerized questionnaire (web/mobile survey)
• Response Scale: 7-point Likert scale (1 = Strongly disagree, 7 = Strongly agree)
• Target Population: Adult consumers, retail shoppers, and service users who have interacted with a brand across two or more channels/touchpoints
• Scoring Protocol: Calculate an overall mean composite score by averaging the responses across all 4 items (range 1.00 to 7.00), or calculate a summed score (range 4 to 28). Higher scores indicate greater perceived thematic cohesion across touchpoints. No items are reverse-scored.

11. Permissions & Fee and Test Year

The Customer Journey: Touchpoint Thematic Cohesion (CJD-TC) scale was formally published in 2019 by Christian Kuehn, Daniel Jozic, and Christian Homburg in the Journal of the Academy of Marketing Science. The scale items are published within the academic domain for scholarly and non-commercial scientific research. Researchers are expected to appropriately cite the original publication in any empirical research or reports. For proprietary, commercial brand audits or incorporation within commercial customer experience software, permission and licensing inquiries should be directed to the copyright holder (Springer Nature) and the original authors.

12. References

• Bagozzi, R. P., & Yi, Y. (1988). On the evaluation of structural equation models. Journal of the Academy of Marketing Science, 16(1), 74–94. https://doi.org/10.1007/BF02723327
• 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
• Koffka, K. (1935). Principles of Gestalt Psychology. Harcourt, Brace and Company.
• Kuehn, C., Jozic, D., & Homburg, C. (2019). Effective customer journey design: Consumers’ conception, measurement, and consequences. Journal of the Academy of Marketing Science, 47(3), 551–568. https://doi.org/10.1007/s11747-018-00625-7
• Lemon, K. N., & Verhoef, P. C. (2016). Understanding customer experience throughout the customer journey. Journal of Marketing, 80(6), 69–96. https://doi.org/10.1509/jm.15.0420
• Reber, R., Schwarz, N., & Winkielman, P. (2004). Processing fluency and aesthetic pleasure: Is beauty in the perceiver’s processing experience? Personality and Social Psychology Review, 8(4), 364–382. https://doi.org/10.1207/s15327957pspr0804_3

13. Items of the Scale