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Existing studies have paid less attention to the impact of knowledge accumulation on digital transformation and its boundary conditions. Hence, this study aims to investigate the effects of ambidextrous knowledge accumulation on manufacturing digital transformation under the moderation of dynamic capability.

This study divides knowledge accumulation into exploratory and exploitative knowledge accumulation and divides dynamic capability into alliance management capability and new product development capability. To clarify the relationship among ambidextrous knowledge accumulation, dynamic capability and manufacturing digital transformation, the authors collect data from 421 Chinese listed manufacturing enterprises from 2016 to 2020 and perform analysis by multiple hierarchical regression method, heterogeneity test and robustness analysis.

The empirical results show that both exploratory and exploitative knowledge accumulation can significantly promote manufacturing digital transformation. Keeping ambidextrous knowledge accumulation in parallel is more conducive than keeping single-dimensional knowledge accumulation. Besides, dynamic capability positively moderates the relationship between ambidextrous knowledge accumulation and manufacturing digital transformation. Moreover, the heterogeneity test shows that the impact of ambidextrous knowledge accumulation and dynamic capabilities on manufacturing digital transformation varies widely across different industry segments or different regions.

First, this paper shifts attention to the role of ambidextrous knowledge accumulation in manufacturing digital transformation and expands the connotation and extension of knowledge accumulation. Second, this study reveals that dynamic capability is a vital driver of digital transformation, which corroborates the previous findings of dynamic capability as an important driver and contributes to enriching the knowledge management literature. Third, this paper provides a comprehensive micro measurement of ambidextrous knowledge accumulation and digital transformation based on the development characteristics of the digital economy era, which provides a theoretical basis for subsequent research.

Henryk Grossman was the first person to systematically explore Marx’s explanation of capitalist crises in terms of the tendency for the rate of profit to fall and to place it in the context of the distinction between use and exchange value. His “The Law of Accumulation and Breakdown of the Capitalist System” remains an important reference point in the Marxist literature on economic crises. That literature has been plagued by distortions of Grossman’s position which derive from early hostile reviews of his book. These accused Grossman of a mechanical approach to the end of capitalism and of neglecting factors which boost profit rates. Grossman, in fact, contributed a complementary economic element to the recovery of Marxism undertaken by Lenin (particularly in the area of Marxist politics) and Lukács (in philosophy). In both published and unpublished work, Grossman also dealt with and even anticipated criticisms of his methodology and treatment of countertendencies to the tendency for the rate of profit to fall. Far from being mechanical, his economic analysis can still assist the struggle for working class self-emancipation.

This paper examines the current tendencies associated with transnational mining capital in the context of the current period of neoliberal globalization dominated by transnational corporations, and examines the usefulness of the category accumulation by dispossession, Harvey’s adapted version of Marx’s original accumulation. After a review of the original concept by Marx an evaluation of Harvey’s concept is presented. The current state of affairs in the mining industry is examined, in particular, considering the present level of large scale mining or mega-mining. In addition, this paper examines the associated social conflicts addressing the social and environmental impacts, which have resulted from these recent tendencies, not to mention the problems of increased use of corporate management of social resistance, and repression, on the part of the State, especially with regards to the criminalization of social protest. Moreover, the tendency toward reprimarization in several countries is considered and the degree to which this coincides with ongoing expropriation by the State is addressed, followed by an assessment of the relevance of the concept of accumulation by dispossession in the present day.

This article tries to introduce product innovation into Marxist theory of capital accumulation. Although in Grundrisse Marx has already foreseen the importance of product innovation in overcoming the limits to capital originated from the production of relative surplus value, mainstream Marxist theories of capital accumulation have up till now made few endeavours to envisage this problem. It is argued in this chapter that to introduce product innovation into Marxist theory of accumulation depends on a reconstruction of the fundamental contradictions in capital accumulation, that is the contradiction between production of surplus value and realisation of surplus value, combined with the contradiction between exchange value and use value as the driving force in its development. The production of relative surplus value based on process innovation and consequent productivity enhancement, given any specific use value, will lead to overproduction, that is the intensification of those fundamental contradictions in accumulation, which nevertheless could be mitigated by introducing product innovation. In evaluating critically the contribution by Mandel in his long waves theory, we further argue, following the lead of neo-Schumpeterians, that there is a possibility for radical product innovations to be at least semi-endogenously induced in capital accumulation, and thus paving the way for a long boom of capitalism.

Considering the small sample size and non-linear characteristics of historical energy consumption data from certain provinces in Southwest China, the authors propose a hybrid accumulation operator and a hybrid accumulation grey univariate model as a more accurate and reliable methodology for forecasting energy consumption. This method can provide valuable decision-making support for policy makers involved in energy management and planning.

The hybrid accumulation operator is proposed by linearly combining the fractional-order accumulation operator and the new information priority accumulation. The new operator is then used to build a new grey system model, named the hybrid accumulation grey model (HAGM). An optimization algorithm based on the JAYA optimizer is then designed to solve the non-linear parameters θ, r, and γ of the proposed model. Four different types of curves are used to verify the prediction performance of the model for data series with completely different trends. Finally, the prediction performance of the model is applied to forecast the total energy consumption of Southwest Provinces in China using the real world data sets from 2010 to 2020.

The proposed HAGM is a general formulation of existing grey system models, including the fractional-order accumulation and new information priority accumulation. Results from the validation cases and real-world cases on forecasting the total energy consumption of Southwest Provinces in China illustrate that the proposed model outperforms the other seven models based on different modelling methods.

The HAGM is used to forecast the total energy consumption of the Southwest Provinces of China from 2010 to 2020. The results indicate that the HAGM with HA has higher prediction accuracy and broader applicability than the seven comparative models, demonstrating its potential for use in the energy field.

The HAGM(1,1) is used to predict energy consumption of Southwest Provinces in China with the raw data from 2010 to 2020. The HAGM(1,1) with HA has higher prediction accuracy and wider applicability compared with some existing models, implying its high potential to be used in energy field.

Theoretically, this paper presents, for the first time, a hybrid accumulation grey univariate model based on a new hybrid accumulation operator. In terms of application, this work provides a new method for accurate forecasting of the total energy consumption for southwest provinces in China.

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.

The essence of core competitiveness in an enterprise is the ability to embed knowledge into the routine work of the enterprise and to transform personal knowledge into corporate assets. The purpose of this paper is to explore this area.

This study reviews three interoperated variables of external knowledge acquisition, enterprise knowledge accumulation, and knowledge accumulation mechanism to construct a model of knowledge interoperability within firms.

This study finds that in the thin film transistor liquid crystal display (TFT‐LCD) industry, implicit knowledge collected through the interactive coordination mechanism has a significant impact on the knowledge accumulation of the enterprise, where knowledge is accumulated in real technology systems and employees’ skills. The more willing companies are to invest resources in the shaping of knowledge and the environment, the more successful they will be in transforming implicit knowledge into explicit knowledge.

This study points to a new direction of interchanging implicit and explicit knowledge within firms.

This study argues that an improved interoperability of firm‐level knowledge can mitigate problems of knowledge integration and sharing, leading to better decisions and greater partner synergies.

Knowledge transformation allows employees to share and transfer valuable experience and knowledge within the enterprise and forms a knowledge‐intensive corporate culture or work environment, creating so‐called learning‐ and innovation‐oriented enterprises.

This study provides the impetus of valuable experience and knowledge of employees to be fully shared and passed on, resulting in a corporate culture and working atmosphere that creates the so‐called learning‐oriented enterprise or innovative enterprise.

The main purpose of this paper is to explore the effect of knowledge accumulation capability on organizational innovation. This study also attempts to find if interaction between external environment or organizational culture and knowledge accumulation ability will influence organizational innovation.

A quantitative research design was employed. A total of 1,000 questionnaires were mailed out and received 129 valid replies.

The research results indicate that the capability to obtain knowledge can positively and significantly affect knowledge administrative and technical innovation. Knowledge expansion capability can positively and significantly affect administrative innovation. In addition, external environment and organizational culture have significant interaction effects with knowledge accumulation capability on organizational innovation.

This research discussed only some organizational layers like knowledge accumulation, external environment and organizational culture without any further research efforts aimed at any other facets.

With the rapid change of markets and the intense industry competition, business management is deeply affected by any change in the external environment.

Because there is no existing literature on the use of external environment and organizational culture as moderators to explore the effect of knowledge accumulation capability on organizational innovation, this paper provides a basis for future studies that examine the relationship between these factors.

Placing expansion of oil palm plantations in Indonesia in the context of the global land grab, this paper analyzes the contemporary extent and early historical periods of plantation expansion via the theory of accumulation by dispossession (ABD).

After reviewing the empirical debate about the land grab, this paper examines the importance of ABD to understand the land grabs in general and for oil palm plantations in Indonesia in particular. Rather than a new phenomenon of the last four decades of neoliberalism, ABD has a history of several centuries.

Accumulation by dispossession (ABD) is a powerful and appropriate lens by which to understand the land conversion and social displacement occurring in Indonesia. Building on historical understanding of ABD, this paper applies the theory to the Indonesian oil palm case, making the case that the multiple and uncertain sequences of engagement with oil palm expansion are reflective of a broader struggle against dispossession.

ABD is not just a global financial process of corporate-led neoliberalization but also shaped importantly by domestic state and local elites. These elites have shaped ABD differently in colonial, authoritarian, and neoliberal periods.

This chapter offers a Marxist analysis of forms of value in capitalist economies, and their implications for accumulation, (in)stability, and economic policy. The study focuses on seven key categories: money, capital, credit, interest-bearing capital, fictitious capital, the domestic public debt, and macroeconomic management through monetary and fiscal policy. It argues, first, that there is an intrinsic tendency toward the growing complexity of value forms in capitalism. Its examination helps to locate the contradictions of accumulation at increasingly complex levels, and the emergence of specifically financial forms of instability. Second, state management of accumulation through fiscal and monetary policy and the domestic public debt are essential for the stabilization of the economy, but their effectiveness remains limited. Third, monetary and financial structures, their relationship with production, and capacity to stretch, transform, and (de)stabilize accumulation are historically and institutionally specific. Fourth, public policy can influence the level and composition of output and employment, and the distributional and other outcomes of accumulation. Examination of the capital relation from this angle can shed light upon the drivers and modalities of accumulation of real and financial assets, and the imperatives, forms, and limitations of state regulation of accumulation.