Evaluating Promotional Activities in an Online Two-Sided Market of User-Generated Content

采购 用户生成的内容 分析 集合(抽象数据类型) 功能(生物学) 业务 广告 营销 价值(数学) 骨料(复合) 服务(商务) 计算机科学 万维网 社会化媒体 数据科学 材料科学 进化生物学 机器学习 生物 复合材料 程序设计语言
作者
Paulo Albuquerque,Polykarpos Pavlidis,Udi Chatow,Kay‐Yut Chen,Zainab Jamal
出处
期刊:Marketing Science [Institute for Operations Research and the Management Sciences]
卷期号:31 (3): 406-432 被引量:101
标识
DOI:10.1287/mksc.1110.0685
摘要

We measure the value of promotional activities and referrals by content creators to an online platform of user-generated content. To do so, we develop a modeling approach that explains individual-level choices of visiting the platform, creating, and purchasing content as a function of consumer characteristics and marketing activities, allowing for the possibility of interdependence of decisions within and across users. Empirically, we apply our model to Hewlett-Packard's (HP) print-on-demand service of user-created magazines, named MagCloud. We use two distinct data sets to show the applicability of our approach: an aggregate-level data set from Google Analytics, which is a widely available source of data to managers, and an individual-level data set from HP. Our results compare content creator activities, which include referrals and word-of-mouth efforts, with firm-based actions, such as price promotions and public relations. We show that price promotions have strong effects but are limited to the purchase decisions, whereas content creator referrals and public relations efforts have broader effects that impact all consumer decisions at the platform. We provide recommendations as to the level of a firm's investments when “free” promotional activities by content creators exist. These free marketing campaigns are likely to have a substantial presence in most online services of user-generated content.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
静默完成签到 ,获得积分10
刚刚
1秒前
2秒前
Re完成签到 ,获得积分10
2秒前
长安完成签到,获得积分10
2秒前
研自助完成签到,获得积分10
3秒前
Nole应助无聊的紫南采纳,获得10
3秒前
禾梦发布了新的文献求助10
3秒前
Jasper应助路人采纳,获得10
4秒前
小超人完成签到 ,获得积分10
4秒前
小二郎应助科研通管家采纳,获得10
6秒前
ffrrss应助科研通管家采纳,获得10
7秒前
7秒前
朴素听云完成签到,获得积分10
7秒前
天晴应助科研通管家采纳,获得10
7秒前
科目三应助科研通管家采纳,获得10
7秒前
天晴应助科研通管家采纳,获得10
7秒前
大陆完成签到,获得积分0
7秒前
SciGPT应助科研通管家采纳,获得30
7秒前
我是老大应助科研通管家采纳,获得10
8秒前
天晴应助科研通管家采纳,获得10
8秒前
李爱国应助科研通管家采纳,获得10
8秒前
丘比特应助科研通管家采纳,获得10
8秒前
科目三应助科研通管家采纳,获得10
8秒前
斯文败类应助科研通管家采纳,获得10
8秒前
9秒前
sponge完成签到 ,获得积分10
10秒前
10秒前
10秒前
称心苑博完成签到,获得积分10
12秒前
小屁孩完成签到,获得积分0
13秒前
li完成签到,获得积分10
13秒前
tinydog完成签到,获得积分10
14秒前
让我毕业完成签到,获得积分10
15秒前
kiterunner完成签到,获得积分10
15秒前
16秒前
中科院的稻荷神完成签到,获得积分10
16秒前
凌凌发布了新的文献求助10
16秒前
好好学习发布了新的文献求助10
16秒前
关畅澎完成签到 ,获得积分10
17秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
China Pluperfect I: Epistemology of Past and Outside in Chinese Art 520
Matrix Methods in Data Mining and Pattern Recognition Second Edition 510
Cosmos as Art Object: Studies in Plato's Timaeus and Other Dialogues 500
What is the Future of Psychotherapy in Digital Age? Technology, AI Bots, and Psychotherapy after Covid 444
Management and the Arts 310
Teaching Social and Emotional Learning in Physical Education 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7634532
求助须知:如何正确求助?哪些是违规求助? 9208628
关于积分的说明 19748939
捐赠科研通 7202630
什么是DOI,文献DOI怎么找? 3275070
关于科研通互助平台的介绍 2436953
邀请新用户注册赠送积分活动 2271966