{"title":"Can Friends Seed More Buzz and Adoption?","authors":"Vineet Kumar, K. Sudhir","doi":"10.2139/ssrn.3938101","DOIUrl":null,"url":null,"abstract":"A critical element of word of mouth (WOM) or buzz marketing is to identify seeds, often central actors with high degree in the social network. Seed identification typically requires data on the full network structure, which is often unavailable. We therefore examine the impact of WOM seeding strategies motivated by the friendship paradox to obtain more central nodes without knowing network structure. But higher-degree nodes may communicate less with neighbors; therefore whether friendship paradox motivated seeding strategies increase or reduce WOM and adoption remains an empirical question. We develop and estimate a model of WOM and adoption using data on microfinance adoption across 43 villages in India for which we have data on social networks. Counterfactuals show that the proposed seeding strategies are about 15-20% more effective than random seeding in increasing adoption. Remarkably, they are also about 5-11% more effective than opinion leader seeding, and are relative more effective when we have fewer seeds.","PeriodicalId":288317,"journal":{"name":"International Political Economy: Globalization eJournal","volume":"79 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Political Economy: Globalization eJournal","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3938101","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 9
Abstract
A critical element of word of mouth (WOM) or buzz marketing is to identify seeds, often central actors with high degree in the social network. Seed identification typically requires data on the full network structure, which is often unavailable. We therefore examine the impact of WOM seeding strategies motivated by the friendship paradox to obtain more central nodes without knowing network structure. But higher-degree nodes may communicate less with neighbors; therefore whether friendship paradox motivated seeding strategies increase or reduce WOM and adoption remains an empirical question. We develop and estimate a model of WOM and adoption using data on microfinance adoption across 43 villages in India for which we have data on social networks. Counterfactuals show that the proposed seeding strategies are about 15-20% more effective than random seeding in increasing adoption. Remarkably, they are also about 5-11% more effective than opinion leader seeding, and are relative more effective when we have fewer seeds.
口碑营销(word of mouth, WOM)或口碑营销的一个关键要素是识别种子,通常是在社交网络中高度活跃的核心角色。种子识别通常需要完整网络结构的数据,而这些数据通常是不可用的。因此,我们研究了在不知道网络结构的情况下,由友谊悖论驱动的口碑播种策略对获得更多中心节点的影响。但更高程度的节点可能会减少与邻居的通信;因此,友谊悖论驱动的播种策略是否会增加或减少口碑和采用仍然是一个实证问题。我们利用印度43个村庄的小额信贷采用数据(我们有社交网络数据),开发并估计了一个口碑和采用的模型。反事实表明,在提高采用率方面,所提出的播种策略比随机播种有效约15-20%。值得注意的是,它们的效果也比意见领袖播种的效果高出5-11%,而且在种子较少的情况下相对更有效。