Subtopic Deep Dive

← Consumer Behavior in Brand Consumption and Identification

Customer-Based Brand Equity
Research Guide

What is Customer-Based Brand Equity?

Customer-Based Brand Equity (CBBE) is the differential effect that brand knowledge has on consumer response to marketing of that brand, encompassing awareness, associations, perceived quality, and loyalty.

Researchers build multidimensional CBBE models based on Aaker's framework, validated via structural equation modeling in sectors like sportswear and hospitality. Atilgan et al. (2005) tested determinants with 410 citations; Tong and Hawley (2009) applied it to China's sportswear market with 401 citations. Over 2,000 papers cite these foundational works.

Curated Papers

Key Challenges

Why It Matters

CBBE models inform brand management by linking marketing mix antecedents to consumer choice outcomes, as Atilgan et al. (2005) show through structural equation analysis of awareness, associations, and loyalty. Iglesias et al. (2018, 400 citations) demonstrate sensory experiences boost equity via satisfaction and commitment, guiding AR-app strategies like Rauschnabel et al. (2019, 663 citations). Severi and Ling (2013, 289 citations) confirm mediating roles of image and quality on equity, impacting firm valuation per Raggio and Leone (2007, 204 citations).

Key Research Challenges

Cross-Cultural Model Validation

CBBE dimensions vary across markets, requiring localized validation. Tong and Hawley (2009) adapted Aaker's model for China using surveys, yet generalizability remains limited. Atilgan et al. (2005) highlight methodology gaps in non-Western contexts.

Measuring Sensory Impacts

Quantifying experiential factors like AR on equity is complex. Iglesias et al. (2018) link sensory experience to equity via commitment, but causal inference needs longitudinal data. Rauschnabel et al. (2019) note inspiration effects lack standardized metrics.

Isolating Antecedents Effects

Marketing mix and CSR influences on equity overlap with loyalty mediation. Severi and Ling (2013) test mediators but struggle with endogeneity. Washburn et al. (2004) show brand alliances dilute equity without controls.

Essential Papers

Augmented reality marketing: How mobile AR-apps can improve brands through inspiration

Philipp A. Rauschnabel, Reto Felix, Chris Hinsch · 2019 · Journal of Retailing and Consumer Services · 663 citations

Determinants of the brand equity

Eda Atilgan, Şafak Aksoy, Serkan Akıncı · 2005 · Marketing Intelligence & Planning · 410 citations

Purpose This research study aims to examine the practicality and application of a customer‐based brand equity model, based on Aaker's well‐known conceptual framework of brand equity. Design/methodo...

Measuring customer‐based brand equity: empirical evidence from the sportswear market in China

Xiao Tong, Jana M. Hawley · 2009 · Journal of Product & Brand Management · 401 citations

Purpose This study seeks to examine the practicality and applications of a customer‐based brand equity model in the Chinese sportswear market. Design/methodology/approach Based on Aaker's well‐know...

How does sensory brand experience influence brand equity? Considering the roles of customer satisfaction, customer affective commitment, and employee empathy

Oriol Iglesias, Stefan Marković, Josep Rialp Criado · 2018 · Journal of Business Research · 400 citations

The Impact of Brand Image on Consumer Behavior: A Literature Review

Yi Zhang · 2015 · Open Journal of Business and Management · 367 citations

The concept “brand image” has drawn significant attention from academics and practitioners since it was put forward, because it played an important role in marketing activities. Although brand imag...

The influence of customer brand identification on hotel brand evaluation and loyalty development

Kevin Kam Fung So, Ceridwyn King, Beverley Sparks et al. · 2013 · International Journal of Hospitality Management · 323 citations

The Mediating Effects of Brand Association, Brand Loyalty, Brand Image and Perceived Quality on Brand Equity

Erfan Severi, Kwek Choon Ling · 2013 · Asian Social Science · 289 citations

According to Marketing Science Institute (2002), one of the major objectives of marketing research is to assess the strength of brand equity. It is imperative to acknowledge that brand equity is an...

Reading Guide

Foundational Papers

Start with Atilgan et al. (2005) for SEM-based CBBE model (410 citations), then Tong and Hawley (2009) for empirical sportswear application (401 citations), followed by Severi and Ling (2013) on mediators (289 citations).

Recent Advances

Rauschnabel et al. (2019, 663 citations) on AR inspiration; Iglesias et al. (2018, 400 citations) on sensory paths; Bianchi et al. (2019, 245 citations) on CSR reputation links.

Core Methods

Structural equation modeling for dimension validation (Atilgan 2005); survey-based scales for awareness/loyalty (Tong 2009); mediation analysis for image/quality (Severi 2013).

How PapersFlow Helps You Research Customer-Based Brand Equity

Discover & Search

Research Agent uses searchPapers and citationGraph on 'customer-based brand equity' to map Atilgan et al. (2005) as a hub with 410 citations, then findSimilarPapers reveals Tong and Hawley (2009) adaptations. exaSearch uncovers 250M+ OpenAlex papers on CBBE in hospitality like So et al. (2013).

Analyze & Verify

Analysis Agent runs readPaperContent on Rauschnabel et al. (2019) to extract AR metrics, verifies structural models via runPythonAnalysis on SEM paths from Atilgan et al. (2005), and applies GRADE grading for evidence strength in Iglesias et al. (2018) satisfaction mediation. CoVe chain-of-verification flags contradictions in equity antecedents across datasets.

Synthesize & Write

Synthesis Agent detects gaps in cross-cultural CBBE via contradiction flagging on Tong (2009) vs. Western models, while Writing Agent uses latexEditText and latexSyncCitations to draft models citing Severi (2013), then latexCompile generates publication-ready reports with exportMermaid for equity path diagrams.

Use Cases

"Run regression on CBBE determinants from Atilgan 2005 and Iglesias 2018 datasets"

Research Agent → searchPapers → Analysis Agent → runPythonAnalysis (pandas/NumPy SEM replication, correlation heatmaps) → matplotlib plots of loyalty mediation output.

"Draft LaTeX review of sensory brand equity models with citations"

Synthesis Agent → gap detection → Writing Agent → latexEditText (structure sections) → latexSyncCitations (Atilgan/Tong) → latexCompile (PDF with equity model figure) output.

"Find GitHub repos analyzing brand equity survey data"

Research Agent → paperExtractUrls (Severi 2013) → Code Discovery → paperFindGithubRepo → githubRepoInspect (R scripts for loyalty mediation) → runPythonAnalysis sandbox output.

Automated Workflows

Deep Research workflow scans 50+ CBBE papers via citationGraph from Atilgan (2005), generating structured reports with GRADE-scored antecedents. DeepScan's 7-step chain verifies Tong (2009) sportswear model with CoVe checkpoints and Python replication. Theorizer builds theory from So et al. (2013) identification data, flagging loyalty-equity gaps.

Try Doxa for Customer-Based Brand Equity Research

Frequently Asked Questions

What defines Customer-Based Brand Equity?

CBBE is brand knowledge's differential impact on consumer response, per Aaker's model of awareness, associations, perceived quality, and loyalty (Atilgan et al., 2005).

What are core methods in CBBE research?

Structural equation modeling validates dimensions; Atilgan et al. (2005) and Tong and Hawley (2009) use surveys and SEM for antecedents like marketing mix.

What are key papers on CBBE?

Foundational: Atilgan et al. (2005, 410 citations), Tong and Hawley (2009, 401 citations); recent: Rauschnabel et al. (2019, 663 citations) on AR, Iglesias et al. (2018, 400 citations) on sensory effects.