推特上的品牌遗产:文本挖掘刻板印象内容的视角

IF 5.2 2区 管理学 Q1 BUSINESS
Lydia Mähnert, Caroline Meyer, Ulrich R. Orth, Gregory M. Rose
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引用次数: 0

摘要

本文旨在研究社交媒体上的用户如何看待具有传统文化的品牌。消费者通常会在社交媒体上发表自己对品牌的看法和体验。这些由消费者生成的内容可能与品牌管理者所需的内容重叠,也可能不重叠。本研究从 "媒介即信息 "的范式出发,对推特1 上的用户叙述进行文本挖掘,通过刻板印象内容模型的视角,揭示社交媒体在塑造遗产品牌公众形象方面的作用。研究结果研究结果表明,用户生成的内容和情感对于传承度低而非传承度高的品牌来说都明显更为积极。在 "温暖 "方面,消费者在 "交际能力 "方面使用的正面词语明显多于 "传统 "方面,而在 "道德 "方面使用的负面词语明显少于 "传统 "方面。在能力方面,低传承品牌在推文中使用了更多关于自信和能力的正面词汇。从共同创造和整合营销传播的角度来看,研究结果非常重要,为品牌管理者如何更有效地利用社交媒体提供了可操作的见解。 原创性/价值 据作者所知,这项研究是首次研究品牌遗产背景下的用户生成内容。研究表明,历史遗产品牌历史悠久,与过去有着紧密的联系,因此需要意识到当代社交媒体会如何损害其形象。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Brand heritage on Twitter: a text-mining stereotype content perspective

Purpose

The purpose of this paper is to examine how users on social media view brands with a heritage. Consumers commonly post opinions and accounts of their experiences with brands on social media. Such consumer-generated content may or may not overlap with content desired by brand managers. Drawing from “The medium is the message” paradigm, this study text-mines user narratives on Twitter1 to shed light on the role of social media in shaping public images of brands with heritage through the lens of the stereotype content model.

Design/methodology/approach

The study uses a data set of almost 80,000 unique tweets on 12 brands across six categories, compares brands high versus low in heritage and combines dictionary-based content analysis with sentiment analysis.

Findings

The results indicate that both user-generated content and sentiment are significantly more positive for brands low rather than high in heritage. Regarding warmth, consumers use significantly more positive words on sociability and fewer negative words on morality for brands low rather than high in heritage. Regarding competence, tweets include more positive words on assertiveness and ability for low-heritage brands. Finally, overall sentiment is more positive for brands low rather than high in heritage.

Practical implications

Important from co-creation and integrated marketing communication perspectives, the findings provide brand managers with actionable insights on how to more effectively use social media.

Originality/value

To the best of the authors’ knowledge, this research is among the first to examine user-generated content in a brand heritage context. It demonstrates that heritage brands, with their longevity and strong links to the past, need to be aware of how contemporary social media can detract from their image.

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来源期刊
CiteScore
10.90
自引率
19.60%
发文量
59
期刊介绍: Branding has evolved and organizations are facing a lot of new challenges when managing their brand reputations, an activity that has become strategic and interdisciplinary. The Journal of Product and Brand Management (JPBM) advances the theoretical and managerial knowledge of products and brands. Manuscripts may either report results based on rigorously analysed qualitative/quantitative data or be purely conceptual. All manuscripts must offer significant research findings and insights and offer meaningful implications for the real world. This journal is proudly international and inter-disciplinary. We publish manuscripts which compare international markets and encourage submissions approaching branding and product management from any discipline. We focus on all aspects of branding and product management from development to dilution. This includes areas as broad as person, place or political brands.
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