EXPLORING ONLINE COMPLAINT BEHAVIOR DIMENSIONS: A SCALE DEVELOPMENT AND VALIDATION STUDY

The primary goal of this study is to develop and validate a measurement tool that assesses consumers' online complaint behavior. The study employed a mixed-methods approach, beginning with in-depth interviews of eight (8) e-commerce users, which resulted in the formulation of 36 item statements capturing the different motivations behind online complaints. Afterwards, Exploratory Factor Analysis (EFA) was conducted on a sufficiently large sample (n=250), revealing a three-factor structure: Emotionally Driven Complaining, Empowered and Advocacy-Based Complaining, and Complaint Resolution Expectations. In addition, the final model (Model 3), as confirmed by conducting Confirmatory Factor Analysis (CFA), shows strong fit indices, confirming the robustness of the three-factor structure and strong convergent validity. Overall, the results revealed that the scale created is psychometrically valid and effectively captures the complexities of online complaint behavior. The validated instrument is a valuable tool for educators, researchers, and practitioners who aim to understand the motivations behind online complaints. Moreover, this research contributes to achieving the United Nations Sustainable Development Goal 12 (Responsible Consumption and Production) by promoting consumer empowerment, accountability, and transparency in digital marketplaces. Future studies should investigate the reliability of the scale in measuring across various demographic groups and its ability to predict customer loyalty and brand perception.<p> </p><p><strong> Article visualizations:</strong></p><p><img src="/-counters-/soc/0723/a.php" alt="Hit counter" /></p>

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Publication Details

Journal
European Journal of Management and Marketing Studies
Published
2025-09-29
DOI
https://doi.org/10.46827/ejmms.v10i2.2047
Primary Topic
Information and Cyber Security
Type
article
Field-Weighted Citation Impact
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article

EXPLORING ONLINE COMPLAINT BEHAVIOR DIMENSIONS: A SCALE DEVELOPMENT AND VALIDATION STUDY

John John D. Imba, Sophremiano B. Antipolo
European Journal of Management and Marketing Studies
Information and Cyber Security
article

EXPLORING ONLINE COMPLAINT BEHAVIOR DIMENSIONS: A SCALE DEVELOPMENT AND VALIDATION STUDY

John John D. Imba, Sophremiano B. Antipolo
article en

Abstract

The primary goal of this study is to develop and validate a measurement tool that assesses consumers' online complaint behavior. The study employed a mixed-methods approach, beginning with in-depth interviews of eight (8) e-commerce users, which resulted in the formulation of 36 item statements capturing the different motivations behind online complaints. Afterwards, Exploratory Factor Analysis (EFA) was conducted on a sufficiently large sample (n=250), revealing a three-factor structure: Emotionally Driven Complaining, Empowered and Advocacy-Based Complaining, and Complaint Resolution Expectations. In addition, the final model (Model 3), as confirmed by conducting Confirmatory Factor Analysis (CFA), shows strong fit indices, confirming the robustness of the three-factor structure and strong convergent validity. Overall, the results revealed that the scale created is psychometrically valid and effectively captures the complexities of online complaint behavior. The validated instrument is a valuable tool for educators, researchers, and practitioners who aim to understand the motivations behind online complaints. Moreover, this research contributes to achieving the United Nations Sustainable Development Goal 12 (Responsible Consumption and Production) by promoting consumer empowerment, accountability, and transparency in digital marketplaces. Future studies should investigate the reliability of the scale in measuring across various demographic groups and its ability to predict customer loyalty and brand perception.<p> </p><p><strong> Article visualizations:</strong></p><p><img src="/-counters-/soc/0723/a.php" alt="Hit counter" /></p>

European Journal of Management and Marketing StudiesVol. 10(2)
University of the Philippines Mindanao (PH), University of Mindanao (PH), Notre Dame of Dadiangas University (PH)
Openalex Percentile: Top 60%
Information and Cyber Security
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