Observations of non-linear information consumption in crowdfunding

Research output: Chapter in Book/Report/Conference proceedingsChapterpeer-review

Abstract

The number and scale of crowdfunding platforms has grown rapidly within a short period of time. While some of these platforms offer donors specific financial or material rewards, others ask donors to contribute to campaigns for charitable or philanthropic reasons. This fundamental difference means it is difficult to model interpersonal communication and information consumption in simple linear economic terms. Yet to date the dominant research paradigm for charitable crowdfunding has done exactly that. This study seeks to investigate and model non-linear information consumption based upon a field study of Pledgie.com, an established charitable crowdfunding platform. Quantitative analyses of data from over 5,000 individual crowdfunding campaigns reveal several curvilinear relationships between the information provided and the level of funding received. This suggests that information consumption by the donor community is more accurately modelled across two distinct stages, the first of which is discussion-based, the second of which is based on donation.

Original languageEnglish
Title of host publicationMining Intelligence and Knowledge Exploration - 2nd International Conference, MIKE 2014, Proceedings
EditorsRajendra Prasath, Philip O’Reilly, Thangairulappan Kathirvalavakumar
PublisherSpringer Verlag
Pages372-381
Number of pages10
ISBN (Electronic)9783319138169
DOIs
Publication statusPublished - 2014
Event2nd International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2014 - Cork, Ireland
Duration: 10 Dec 201412 Dec 2014

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume8891
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference2nd International Conference on Mining Intelligence and Knowledge Exploration, MIKE 2014
Country/TerritoryIreland
CityCork
Period10/12/1412/12/14

Keywords

  • Charity
  • Crowdfunding
  • Information consumption

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