International Journal of Management

The growing interdependence of digital ecosystems allows artificial intelligence (AI) systems to train on globally sourced datasets, enabling improvements in multilingual models, personalized services, and cross-border innovation. However, ethical concerns arise when data crosses national boundaries without legal clarity, informed consent, cultural sensitivity, or alignment with local governance norms. This paper examines ethical issues in internationally distributed data pipelines, including privacy violations, data colonialism, surveillance abuse, cultural misinterpretation, and power asymmetries. Using hypothetical datasets from five regions, we analyze how regulations such as GDPR, China’s PIPL, India’s DPDP Act, and U.S. sectoral privacy laws impact AI ethics. A Global Ethical Data Framework is proposed to ensure transparent, fair, culturally aware, and lawful AI systems.

Climate change communication varies significantly across cultures due to differences in political ideology, environmental identity, religious worldviews, economic development, and cultural narratives. While Western climate messaging emphasizes scientific urgency and carbon responsibility, emerging economies often frame climate change as a developmental justice issue, whereas island nations highlight existential vulnerability. Using cross-cultural surveys, case studies from multiple countries, and discourse analysis of public campaigns, this paper identifies distinct narrative frameworks and emotional triggers that influence climate messaging efficacy globally. The study presents a culturally adaptive communication framework to support policymakers, NGOs, and corporations in crafting context-sensitive climate campaigns.

The rapid growth of international e-commerce has significantly increased global shipping emissions, resource consumption, and waste generation, especially in packaging and last-mile delivery systems. Although sustainability policies, carbon-neutral shipping programs, and circular logistics models are emerging, implementation is inconsistent due to high logistics cost, technological gaps, fragmented regulations, and consumer behavior. This study examines sustainable shipping models used across Europe, East Asia, North America, and developing economies using conceptual analysis and hypothetical data simulations. Results indicate that hybrid models combining renewable fuel, optimized routing, localized micro-fulfillment centers, and reusable packaging reduce carbon footprints significantly while preserving shipping speed. A multi-tier governance and operational framework is proposed for stakeholders.

Consumer activism against global brands has evolved from isolated boycotts to coordinated, digitally amplified resistance movements driven by ethical, political, cultural, and environmental concerns. These movements influence corporate reputation, pricing power, supply chain decisions, and market legitimacy. This paper examines the socio-political origins of consumer activism, its digital mobilization patterns, and the vulnerabilities of multinational brands operating across diverse ideological spaces. A conceptual model, the Global Consumer Activism Response Model (GCARM), is proposed to explain interaction among grievances, mobilization mechanisms, brand response strategies, and market outcomes. Findings indicate that activism is increasingly transnational, data-driven, fandom-coordinated, and deeply intertwined with identity politics and geopolitical alliances.

Global sourcing networks stretch across complex multi-tier supply chains involving manufacturers, sub-contractors, raw material suppliers, and labor intermediaries. While cost efficiency drives outsourcing decisions, concerns over labor exploitation, unsafe working conditions, forced labor, discrimination, and lack of collective bargaining rights have increased regulatory and consumer scrutiny. Human rights compliance has evolved from voluntary corporate policies to legally enforceable frameworks shaped by emerging laws such as the EU Corporate Sustainability Due Diligence Directive (CSDDD), Germany's Supply Chain Due Diligence Act, and US Uyghur Forced Labor Prevention Act (UFLPA). This paper proposes the International Sourcing Human Rights Compliance Model (ISHRCM), integrating ethical risk mapping, legal compliance, transparency mechanisms, community impact evaluation, and enforcement protocols. Case studies include apparel manufacturing in Bangladesh, cobalt mining in the DRC, electronics assembly in China, and agricultural sourcing across Latin America. The study concludes that enforceable due diligence and digital traceability technologies are critical to preventing human rights violations.