The value of store brand customization: consider demand learning and preference matching

IF 2.5 4区 计算机科学 Q2 COMPUTER SCIENCE, CYBERNETICS
Kybernetes Pub Date : 2024-06-03 DOI:10.1108/k-06-2023-0978
Qichao Shen
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引用次数: 0

Abstract

Purpose

This study examined the reciprocal influence of demand learning and preference matching in the context of store brand customization. The demand-learning effect refers to the collection of market demand information through production, based on pre-order demands, enabling retailers to accurately predict and allocate product quantities, thus improving inventory management. The preference-matching effect involves engaging consumers in the production and design processes of store brands to align fully with their preferences, thereby increasing the purchase impact of store brand products and promoting consumption.

Design/methodology/approach

We employ game-theoretic models to analyze a two-echelon supply chain consisting of a manufacturer and a retailer. The retailer offers both national brands, manufactured by the supplier and in-house store brands. To enhance their competitive edge, the retailer can adopt a customized strategy targeting the store brand to attract a wider consumer base.

Findings

The analysis reveals that, under low commission fees, the manufacturer consistently opts for high production quantities, irrespective of the level of demand uncertainty. However, when the perceived value of a store brand is low and demand uncertainty is either low or high, the retailer should choose a minimal or zero production quantity. The decision-making process is influenced by the customization process, wherein the effects of demand learning and preference matching occasionally mutually reinforce each other. Specifically, when the perceived value of a store brand is low, or the product cost is high, along with high customization costs, the interplay between demand learning and preference matching becomes mutually inhibiting. Consequently, the significance of store brand customization diminishes.

Originality/value

This study enhances the current body of knowledge by providing a deeper understanding of the theoretical value of store brand customization. In addition, it offers valuable decision-making support to enterprises by assisting them in selecting appropriate inventory and customization strategies.

商店品牌定制的价值:考虑需求学习和偏好匹配
目的 本研究探讨了商店品牌定制背景下需求学习和偏好匹配的相互影响。需求学习效应是指零售商根据预购需求,通过生产收集市场需求信息,准确预测和分配产品数量,从而改善库存管理。偏好匹配效应是指让消费者参与商店品牌的生产和设计过程,使其完全符合消费者的偏好,从而提高商店品牌产品的购买影响力,促进消费。零售商提供由供应商生产的全国性品牌和内部商店品牌。分析结果表明,在佣金较低的情况下,无论需求的不确定性有多大,制造商都会选择大量生产。然而,当商店品牌的感知价值较低且需求不确定性较低或较高时,零售商应选择最小或零生产量。决策过程受到定制过程的影响,在定制过程中,需求学习和偏好匹配的效果偶尔会相互促进。具体来说,当商店品牌的感知价值较低或产品成本较高,同时定制成本较高时,需求学习和偏好匹配之间的相互作用就会相互抑制。因此,商店品牌定制的意义就会减弱。原创性/价值这项研究通过深入理解商店品牌定制的理论价值,增强了现有的知识体系。此外,它还通过帮助企业选择适当的库存和定制战略,为企业提供了有价值的决策支持。
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
Kybernetes
Kybernetes 工程技术-计算机:控制论
CiteScore
4.90
自引率
16.00%
发文量
237
审稿时长
4.3 months
期刊介绍: Kybernetes is the official journal of the UNESCO recognized World Organisation of Systems and Cybernetics (WOSC), and The Cybernetics Society. The journal is an important forum for the exchange of knowledge and information among all those who are interested in cybernetics and systems thinking. It is devoted to improvement in the understanding of human, social, organizational, technological and sustainable aspects of society and their interdependencies. It encourages consideration of a range of theories, methodologies and approaches, and their transdisciplinary links. The spirit of the journal comes from Norbert Wiener''s understanding of cybernetics as "The Human Use of Human Beings." Hence, Kybernetes strives for examination and analysis, based on a systemic frame of reference, of burning issues of ecosystems, society, organizations, businesses and human behavior.
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