Modelling the group dynamics in the wine industry

IF 2.3 Q1 AGRONOMY
G. Penagos-Londoño, Felipe Ruiz-Moreno, Ricardo Sellers-Rubio
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Abstract

Purpose One of the main difficulties for wine managers is understanding and interpreting how some strategies and company behaviours could affect firms’ performance. This study aims to contribute to improve these concerns by examining the evolution of the competitive wine industry structure over time using the strategic group membership dynamics approach. Design/methodology/approach This study empirically analyses a data set spanning the period 2004–2014 to identify the strategic groups in the Spanish wine industry and to model their evolution over time. A time inhomogeneous hidden Markov model (HMM) is used for this purpose. Findings Three strategic groups are identified: Young Makers, Quality Lovers and Major Players. Young Makers are small wineries that produce low-quality wines. They are not part of a collective brand – Protected Designation of Origin – and do not invest in marketing campaigns. Quality Lovers produce the highest quality wines but offer a narrow assortment. They invest modestly in advertising, and most of them belong to a Protected Designation of Origin. Major Players produce medium-quality wines, offer a wide assortment and invest heavily in advertising. The groups seem stable over time. Practical implications The results show that strategic group analysis can be used to identify and compare patterns of strategic activity within the wine industry, providing a better understanding of the competitive environment. Originality/value No previous studies have analysed the competitive structure of the Spanish wine industry. This study delineates the structure of this industry using strategic groups, which is supported by a valid econometric model. Therefore, from a theory base perspective, this study adds new evidence to the stream of research on strategic groups by investigating their evolution over time in the wine industry and the effect of strategic group membership on performance.
对葡萄酒行业的群体动态进行建模
葡萄酒经理的主要困难之一是理解和解释一些战略和公司行为如何影响公司绩效。本研究旨在通过使用战略集团成员动态方法来研究竞争性葡萄酒行业结构随时间的演变,从而有助于改善这些问题。设计/方法/方法本研究实证分析了2004-2014年期间的数据集,以确定西班牙葡萄酒行业的战略集团,并对其随时间的演变进行建模。时间非齐次隐马尔可夫模型(HMM)用于此目的。研究结果确定了三个战略群体:年轻制造者、质量爱好者和主要参与者。年轻酿酒厂是生产低质量葡萄酒的小型酿酒厂。它们不是集体品牌的一部分——受保护的原产地名称——也不投资于营销活动。品质爱好者生产最高品质的葡萄酒,但提供一个狭窄的品种。它们在广告上的投资很少,而且大多数都属于受保护的原产地名称。大公司生产中等质量的葡萄酒,品种繁多,并在广告上投入巨资。随着时间的推移,这些群体似乎很稳定。实际意义研究结果表明,战略集团分析可以用来识别和比较葡萄酒行业内的战略活动模式,从而更好地了解竞争环境。以前的研究分析了西班牙葡萄酒行业的竞争结构。本研究使用战略集团来描述该产业的结构,并以有效的计量经济模型为支持。因此,本研究从理论基础的角度出发,通过研究葡萄酒行业战略集团的演变以及战略集团成员对绩效的影响,为战略集团的研究流增添了新的证据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.90
自引率
11.10%
发文量
23
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