Digital ethics and transparency in the implementation of marketing strategies in e-commerce

Abstract

The rapid expansion of digital technologies in the commercial sector is reshaping marketing approaches and highlighting the need for ethical regulation of data-driven practices. The growing reliance of e-commerce on algorithmic personalisation mechanisms, user-behaviour tracking systems, and automated communication tools creates a need to define the boundaries of acceptable intervention in the consumer’s information space. This situation calls for reconsidering the principles that ensure the correctness, integrity, and accountability of marketing decisions in the digital environment. The study aims to refine theoretical approaches to integrating digital ethics principles into the strategic marketing framework for e-commerce and to identify mechanisms that enhance transparency in interactions among market participants. The methodological basis includes system analysis, comparative analysis, and content analysis, which enabled the identification of typical ethical risks related to the use of behavioural data, opaque algorithmic processing, and hidden influence techniques. The research also incorporates analysis of regulatory approaches and standards that shape the framework for responsible application of digital marketing technologies. The results demonstrate that the effectiveness of strategic decisions in e-commerce significantly depends on a clear organisation of ethical norms that define the rules for handling personal data, the parameters of algorithmic targeting, and the procedures for explaining the logic of automated recommendation systems. Strengthening the transparency of digital processes enhances user trust and reduces information asymmetry. The study outlines the structure of an ethics-oriented approach to planning marketing decisions, including risk assessment procedures, data-quality auditing, clarification of algorithmic fairness criteria, and the establishment of indicators to evaluate the impact of marketing tools on consumer behaviour. The conclusions emphasise the importance of ethical coherence of digital practices as a factor in the sustainable development of e-commerce. Adherence to ethics-centred principles enhances market participants' responsibility, optimises user interaction, and lays the foundation for implementing technological solutions grounded in openness, data accuracy, and transparency in their use.