Building on the current theory of industrial concentration, we analyze the relation between market size and product differentiation, and show how product differentiation impacts market share turbulence. We first propose that in markets where vertical product differentiation dominates, firms will have an incentive to escalate investment in advertising and/or R&D as market size increases. Secondly, such (firm‐specific) investments will make competitive advantage more sustainable as the firm is less imitable. This will not be the case if the market is primarily characterized by homogeneous products or horizontal product differentiation. Our predictions are tested using an original EU dataset for 1987 and 1997. Our results strongly support our predictions – the degree of market share turbulence increases with market size. However, this relation is weakened by competitive investment in advertising and R&D. 相似文献
The model considers a two-period duopoly game where in the first period the leader produces a good with a given quality and the other firm can only imitate it. It is the Stackelberg case where, in addition, the leader has the choice of the quality of the good and the imitation is costly, but not prohibitively so. Under this assumption quantities and profits in terms of the quality are derived as subgame perfect equilibrium. In the second period there exists the possibility for the leader and/or the follower to make an investment. The outcome of this is uncertain: it could either be the case that a good of better quality can be introduced, or that a cost-reduction in producing the existing good is attained. The former case is a product innovation, whereas the latter case is a process innovation. By solving the game backwards as a function of the quality of the first period, there exists the possibility of an equilibrium where the follower chooses to invest and the leader does not invest . 相似文献
This research study explores the relationship between three dynamic capabilities and their impact on hotel performance. Specifically, we examine the relationship between human resource management (HRM), quality management (QM) and sustainability. In addition, we analyse how QM and sustainability explain hotel performance measured by occupancy rate, average daily rate (ADR) and revenues per available room (RevPAR). These capabilities can generate income, enabling hotels to adapt as quickly as possible to the changing environment. Findings show a significant relationship between HRM, QM and sustainability. The relationship between QM and hotel performance and between sustainability and hotel performance is fully mediated by the differentiation competitive advantage. Our results represent an advance in hotel theory and management because they integrate HRM, QM and sustainability, and show their ability to be a source of competitive advantage and profitability. 相似文献
The vital role of entrepreneurial orientation and entrepreneurial bricolage in creating sustained competitive advantage in retail and consumer service firms is increasingly acknowledged in modern markets. Using data from 246 retail and consumer service firms (hereafter R&CSFs) in Japan, this paper develops and empirically tests a framework delineating how entrepreneurial-oriented R&CSFs strategically combine existing resources while managing risks to differentiate their service portfolios to be competitive. The findings reveal that entrepreneurial orientation and entrepreneurial bricolage influence differentiation advantage and risk management, which, in turn, is associated with creating a sustained competitive advantage (hereafter SCA). This paper adds novel insights to the dynamic capabilities view and retail and service marketing literature by identifying entrepreneurial orientation, entrepreneurial bricolage, and risk management as dynamic capabilities, which allows R&CSFs to create service innovations in resource-constrained environments. 相似文献
In this paper we re-formulate the automatic differentiation (and in particular, the backward automatic differentiation, also known as adjoint automatic differentiation, AAD) for random variables. While this is just a formal re-interpretation it allows one to investigate the algorithms in the presence of stochastic operators like expectation, conditional expectation or indicator functions.
We then specify the algorithms to efficiently incorporate non-pathwise operators (like conditional expectation operators). Under a comparably mild assumption it is possible to retain the simplicity of the backward automatic differentiation algorithm in the presence of conditional expectation operators. This simplifies important applications like - in mathematical finance - the application of backward automatic differentiation to the valuation of Bermudan options or calculation of xVA's.
We give the proof for a generalized version of the result. We then discuss in detail how the framework allows dramatic reduction of the memory requirements and improves the performance of a tapeless implementation of automatic differentiation (while the implementation brings advantages similar to ‘vector AAD’ (sometimes called tape compression) for free, it allows improvements beyond this. We present the implementation aspects and show how concepts from object-functional programing, like immutable objects and lazy evaluation enable additional reductions of the memory requirements. 相似文献