An empirical analysis of linguistic styles in new work services: The case of Fiverr.com

IF 3.4 3区 管理学 Q2 MANAGEMENT European Management Review Pub Date : 2023-03-06 DOI:10.1111/emre.12562
Johannes Brunzel
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Abstract

Current online marketplaces, characterized by a high number of sellers and the velocity of offerings, make service differentiation difficult for sellers. One particularly promising avenue for sellers (in this study: individuals) beyond classical demand-side approaches (i.e., prices) is to employ linguistic descriptions of their offerings. Yet, it remains mostly unclear what constitutes “successful” linguistic strategies. To elaborate on this, the current paper mines more than 2000 unique service offerings on Fiverr.com, a leading online marketplace for freelance services. By distinguishing between different service categories (i.e., hedonic and utilitarian services) and other characteristics of individual sellers (e.g., the origin of a seller), the paper analyzes the linguistic service descriptions via the Linguistic Inquirer and Word Counts (LIWC) and provides an empirical taxonomy of linguistic styles among individuals. Although the paper is novel and explorative, a few interesting insights can be obtained. First, there are significant linguistic differences in how sellers describe their service offerings depending on the service category (hedonic/utilitarian). Second, linguistic proxies of complexity, namely, words per sentence, six-letter words, and the overall word count (i.e., increasing informational content) as well as signals of analytical language, appear to be a beneficial strategy for sellers. Third, a linguistic strategy aimed at matching (congruence) of service categories (hedonic/utilitarian) and linguistic styles (analytical/emotional) appears to be beneficial. The results have important implications for creating linguistic strategies in online marketplaces focused on services on the supply side.

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新工作服务中语言风格的实证分析——以Fiverr.com为例
当前在线市场的特点是卖家数量多、产品速度快,这给卖家提供差异化服务带来了困难。对于卖家(本研究中为个人)来说,除了传统的需求方方法(即价格)之外,一个特别有前途的途径就是对其产品进行语言描述。然而,什么是 "成功的 "语言策略,目前仍不清楚。为了详细说明这一点,本文对 Fiverr.com 上的 2000 多种独特服务产品进行了挖掘,Fiverr.com 是一个领先的自由职业者服务在线市场。通过区分不同的服务类别(即享乐型服务和功利型服务)和个体卖家的其他特征(如卖家的原籍),本文通过语言询问者和词数(LIWC)分析了语言服务描述,并提供了个体语言风格的实证分类法。虽然本文具有新颖性和探索性,但还是能获得一些有趣的启示。首先,根据服务类别(享乐型/实用型)的不同,卖家在描述其服务产品时存在明显的语言差异。其次,复杂性的语言代用指标,即每句话的字数、六个字母的单词和总字数(即增加信息含量)以及分析性语言的信号,似乎是卖家的一种有利策略。第三,旨在使服务类别(享乐型/实用型)和语言风格(分析型/情感型)相匹配(一致)的语言策略似乎是有益的。这些结果对于在以供应方服务为主的在线市场中制定语言策略具有重要意义。
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
7.20
自引率
13.50%
发文量
52
期刊介绍: The European Management Review is an international journal dedicated to advancing the understanding of management in private and public sector organizations through empirical investigation and theoretical analysis. The European Management Review provides an international forum for dialogue between researchers, thereby improving the understanding of the nature of management in different settings and promoting the transfer of research results to management practice. Although one of the European Management Review"s aims is to foster the general advancement of management scholarship among European scholars and/or those academics interested in European management issues.
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