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The paper argues that the classical Marxist theory of capitalist accumulation is inadequate to understand new forms of capitalism and their accumulation processes determined by “platforms” and “big data”. Big data platforms are shaping the processes of production, labour, the price of products and market conditions. “Digital platforms” and “big data” have become an integral part of the processes of production, distribution and exchange relations. These twin pillars are central to the capitalist accumulation processes. The article argues that the classical Marxist theory of capitalist accumulation is inadequate to understand new forms of capitalism and their accumulation processes determined by “platforms” and “big data”.

As a conceptual paper, this paper follows critical methodological lineages and traditions based on non-linear historical narratives around the conceptualisation, construction and transition of the “Marxist theory of capital accumulation” in the age of platform economy. This paper follows a discourse analysis (Fairclough, 2003) to locate the way in which an artificial intelligence (AI)-led platform economy helps identify and conceptualise new forms of capitalist accumulation. It engages with Jørgensen and Phillips' (2002) contextual and empirical discursive traditions to undertake a qualitative comparative analysis by exploring a broad range of complex factors with case studies and examples from leading firms within the platform economy. Finally, it adopts two steps of “Theory Synthesis and Theory Adaptation” as outlined by Jaakkola (2020) to synthesise, adopt and expand the Marxist theory of capital accumulation under platform capitalism.

This article identifies new trends and forms of data driven capitalist accumulation processes within the platform capitalism. The findings suggest that an AI led platform economy creates new forms of capitalist accumulation. The article helps to develop theoretical understanding and conceptual frameworks to understand and explain these new forms of capital accumulation.

This study builds upon the limited theorisation on the AI and new capitalist accumulation processes. This article identifies new trends and forms of data driven capitalist accumulation processes within platform capitalism. The article helps to understand digital and platform capitalisms in the lens of digital labour and expands the theory of capitalist accumulation and its new forms in the age of datafication. While critiquing the Marxist theory of capitalist accumulation, the article offers alternative approaches for the future.

This article sheds light on the impact of collective characteristics of microaggression in a community and how this affects the perception and experiences of its underrepresented members through the lens of critical race theory (CRT). Using the Springfield community of the southwest Missouri Ozarks region in the United States of America as the authors' focus, the authors explore the barrier of microaggression in the lived experiences of a community striving for diversity and inclusion.

The authors performed a systematic analysis using four CRT tenets: race is a social construct; racism is systematic, racism is commonplace and listening to lived experiences is essential. A sample of underrepresented professionals from the region was surveyed to obtain their lived experiences. Qualitative media analysis on varied media pieces was conducted to obtain context for the environment that precipitated these experiences.

When residents from marginalized backgrounds face consistent microaggressions, their sense of belonging and contributions to the community significantly diminish, which has adverse implications for the community. If these issues are unaddressed, they might choose to leave due to feelings of underrepresentation. Community leaders must proactively implement strategies to welcome an evolving population and educate stakeholders about the detrimental effects of microaggressions on community cohesion.

Historically, the heartland of the United States of America has been a bellwether of the pulse of its average citizen. This region is currently experiencing an increase in diversity along with a significant rise in persistent microaggressions. Using CRT to analyze the impact, lessons learned and challenges, the authors provide recommendations for potential changes that could benefit the nation as a whole.

The principal research objective entails examining the nexus between green supplier selection and green performance while scrutinizing the moderating role of governance mechanisms, specifically process control and outcome control, in shaping this association.

To assess our hypotheses, this study obtained data from Chinese manufacturing sectors and utilized regression analysis on a dataset consisting of 295 samples.

This study enriches the sustainable supply chain management literature by emphasizing the influence of green supplier selection on a firm’s green performance and the moderating effects of outcome and process control, offering practical insights for industry professionals.

This study enriches the sustainable supply chain management literature by emphasizing the influence of supplier selection on a firm’s environmental performance and the moderating effects of outcome and process control, offering practical insights for industry professionals.

This study aims to investigate purchasing manager’s core competencies during supplier collaboration and explain the mechanism through which these competencies can affect purchasing firm’s innovative performance.

The authors conducted 22 semidirective interviews with managers in diverse functions such as purchasing, supply-chain management and product development across industries and across nations (mostly India and France), which allow to formulate the propositions.

Through open coding, the authors identify three path-dependent, causally ambiguous and socially complex core competencies of purchasing managers: relational and emotional, communicational and creative and cognitive competencies; and through axial coding, the authors explain how these intangible core competencies support implementation of market orientation. To provide supporting arguments for the propositions, the authors use the resource-based view of the firm and dynamic capability theory.

The first theoretical contribution of this study is focusing on the impact of competency–capability dyad in terms of performance. The second theoretical contribution of this study is to identify market orientation as a flexible and dynamic managerial capability.

The first managerial contribution is that the authors have identified and described three sets of a purchasing manager’s core competencies during supplier collaboration that affect the firm’s performance: relational and emotional, communicational and creative and cognitive competencies. The second managerial contribution relates to the mechanism through which purchasing managers’ core competencies during supplier collaboration affect firms’ outcomes.

The value of the results is in the explanation of the mechanism, i.e. market orientation dynamic capability, through which the competencies of purchasing managers can affect purchasing firm’s innovative performance.