推特促进变革:可持续服务的社交媒体叙事

IF 9.6 2区 管理学 Q1 BUSINESS
Anjala S. Krishen, Jesse L. Barnes, Maria Petrescu, Shaheena Janjuha-Jivraj
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引用次数: 0

摘要

目的这项跨学科研究旨在分析服务机构如何在其社交媒体叙述中传达可持续信念,并利用这些信念产生品牌意识、客户认可和对可持续服务的持续需求。设计/方法/途径可持续全球企业对2019-2020年的10342条推文进行了两个阶段的探索性分析,以确定其社交媒体团队在服务型商业模式下运营的最佳实践。首先,采用无指导的机器学习方法确定了服务、商品和混合三类企业的重要主题。研究结果研究结果表明,客户参与度最高的推文具有以下特点:分析性语言水平高、影响力大(即与社会相关)、语气积极、字数多、每句字数多。另一方面,用六个字母的单词表示的复杂语言似乎与客户参与度无关。最后一个层面的分析表明,语气积极、字数较多的 B2B 服务型企业的转发量较高。启示包括提供理性和信息性的推文,以提高参与度并突出社会相关性。原创性/价值气候变化对全球的人力资本、物质资本和生态系统造成了负面影响。本研究为服务企业如何加强可持续传播和行动提供了具体建议。实践意义我们研究的主要意义在于,企业必须战略性地设计有关气候变化的社交媒体叙事,作为其在线品牌和传播过程的一部分。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Tweeting for change: social media narratives for sustainable service

Purpose

This interdisciplinary study aims to analyze how service organizations communicate sustainable beliefs in their social media narratives and use them to generate brand awareness, customer recognition and ongoing demand for sustainable service.

Design/methodology/approach

A two-phase exploratory analysis of 10,342 tweets from 2019–2020 was conducted by sustainable global corporations to identify best practices for their social media teams operating within a service-based business model. First, the significant themes were identified using an unguided machine learning approach of three types of firms: services, goods and mixed. Next, the full set of tweets with linguistic sentiment analysis was analyzed followed by a deeper view of the services-based organizations based on their strategic focus (business-to-business [B2B] versus mixed).

Findings

The findings indicate that tweets that appear to create the highest customer engagement are characterized as having high levels of analytical language, high clout (i.e. are socially relevant), a positive tone, a high number of words and a high number of words per sentence. On the other hand, having complex language in terms of six-letter words does not seem to associate with customer engagement. The last level of analysis shows that B2B services-based corporations with positive tone and higher word count exhibit higher levels of retweets. Implications include providing rational and informational tweets to increase engagement and highlight societal relevance.

Originality/value

Climate change has negative consequences on human and physical capital, and ecosystems across the globe. This study provides specific recommendations for how services corporations can increase their sustainable communications and actions.

Practical implications

The key implication of our research is that corporations must strategically design social media narratives about climate change as part of their online branding and communications process.

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来源期刊
CiteScore
17.80
自引率
17.10%
发文量
31
期刊介绍: The mission of the Journal of Research in Interactive Marketing is to address substantive issues in interactive, relationship, electronic, direct and multi-channel marketing and marketing management. ISSN: 2040-7122 eISSN: 2040-7122 With its origins in the discipline and practice of direct marketing, the Journal of Research in Interactive Marketing (JRIM) aims to publish progressive, innovative and rigorous scholarly research for marketing academics and practitioners.
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