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Journal ArticleDOI

Online Social Interactions: A Natural Experiment on Word of Mouth Versus Observational Learning

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TLDR
In this paper, the authors designed three longitudinal, quasi-experimental field studies to examine three issues regarding the two types of social interaction: (1) their differential impact on product sales, (2) their lifetime effects, and (3) their interaction effects.
Abstract
Consumers’ purchase decisions can be influenced by others’ opinions, i.e., word-of-mouth (WOM), and/or others’ actions, i.e., observational learning. While information technologies are creating increasing opportunities for firms to facilitate/manage these two types of social interaction, researchers so far have encountered difficulty in disentangling their competing effects and have provided limited insights into how these two social influences may differ from and interact with each other. Based on a unique natural experimental setting resulting from information policy shifts at the online seller Amazon.com, we design three longitudinal, quasi-experimental field studies to examine three issues regarding the two types of social interaction: (1) their differential impact on product sales, (2) their lifetime effects, and (3) their interaction effects. An intriguing finding is that, while negative WOM is more influential than positive WOM, positive observational learning information significantly increases sales but negative observational learning information has no effect. This suggests that reporting consumer purchase statistics can help mass-market products without hurting niche products. Our results also reveal that the sales impact of observational learning increases with WOM volume.

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Journal ArticleDOI

The Long Tail: Why the Future of Business is Selling Less of More

TL;DR: The central premise of the book is that the combination of the Pareto or Zipf distribution that is characteristic of Web traffic and the direct access to consumers via Web technology has opened up new business opportunities in the ''long tail''.
Journal ArticleDOI

Internal Social Capital and the Attraction of Early Contributions in Crowdfunding

TL;DR: In this paper, the authors argue that the internal social capital that proponents may develop inside the crowdfunding community provides crucial assistance in igniting a self-reinforcing mechanism, and they show that the effect of these internal social networks on the success of a campaign is fully mediated by the capital and backers collected in the campaign's early days.
Journal ArticleDOI

Introduction to the Special Issue—Social Media and Business Transformation: A Framework for Research

TL;DR: A broad research agenda for understanding the relationships among social media, business, and society is outlined and it is hoped that the flexible framework outlined will help guide future research and develop a cumulative research tradition in this area.
Journal ArticleDOI

Rational Herding in Microloan Markets

TL;DR: A unique panel data set that tracks the funding dynamics of borrower listings on Prosper.com, the largest microloan market in the United States, finds evidence of rational herding among lenders and shows that rational herded beats irrational herding in predicting loan performance.
Journal ArticleDOI

Digital marketing: A framework, review and research agenda

TL;DR: In this article, the authors present a framework for research in digital marketing that highlights the touchpoints in the marketing process as well as in marketing strategy process where digital technologies are having and will have a significant impact.
References
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Book

Econometric Analysis of Cross Section and Panel Data

TL;DR: This is the essential companion to Jeffrey Wooldridge's widely-used graduate text Econometric Analysis of Cross Section and Panel Data (MIT Press, 2001).
Journal ArticleDOI

Social learning theory

TL;DR: In this article, an exploración de the avances contemporaneos en la teoria del aprendizaje social, con especial enfasis en los importantes roles que cumplen los procesos cognitivos, indirectos, and autoregulatorios.
Journal ArticleDOI

Specification Tests in Econometrics

Jerry A. Hausman
- 01 Nov 1978 - 
TL;DR: In this article, the null hypothesis of no misspecification was used to show that an asymptotically efficient estimator must have zero covariance with its difference from a consistent but asymptonically inefficient estimator, and specification tests for a number of model specifications in econometrics.
Book

Experimental and Quasi-Experimental Designs for Generalized Causal Inference

TL;DR: In this article, the authors present experiments and generalized Causal inference methods for single and multiple studies, using both control groups and pretest observations on the outcome of the experiment, and a critical assessment of their assumptions.
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