A surreal illustration representing the tension between collaboration and competition in crowdsourcing.

The Dark Side of Crowdsourcing: How Competition Can Sabotage Collaboration

"Uncover the surprising ways peer reviews in online communities can backfire, leading to strategic sabotage and undermining the collaborative spirit."


Crowdsourcing has revolutionized problem-solving and innovation, evolving into a powerful tool for businesses and organizations alike. However, as contests and challenges become embedded within online communities, a hidden tension emerges: the conflict between competitive motives and the desire for collaboration. This tension can lead community members to choose between acting in self-interest or upholding the collaborative ideal of the community.

Imagine a scenario where community members are asked to evaluate their rivals' ideas. The competitive motive whispers, urging them to strategically downplay strong contenders to increase their own chances of winning. The collaborative motive, on the other hand, encourages honest and fair evaluations for the benefit of the entire community. How do individuals navigate this challenging landscape? Do they succumb to the allure of self-interest, or do they champion the spirit of collaboration?

Recent research delves into this very question, analyzing peer evaluations in the Threadless online community. With a vast dataset of over 38 million peer evaluations spanning 10 years, the study uncovers the surprising ways competition can undermine collaboration, leading to strategic behavior, including sabotage. This exploration highlights the importance of understanding these dynamics to foster more sustainable and collaborative crowdsourcing environments.

AI Search Multiple angles on this topic

Crowdsourcing at Scale

Crowdsourcing is widely understood as the practice of gathering work, information, or opinions from a large group of people who submit their contributions via the Internet, social media, and smartphone apps. Britannica offers a closely aligned definition, framing crowdsourcing as a framework that brings together a large and decentralized group of people for gathering data, solving a problem, or addressing a challenge. The practice is increasingly organized through dedicated crowdsourcing platforms built to collect customer ideas, run open innovation challenges, and manage employee suggestions at scale. Across these definitions, the defining features are the same: a large, distributed contributor base engaged through digital channels in service of a single organizing purpose.

Strategic Sabotage: When Competition Turns Destructive

A surreal illustration representing the tension between collaboration and competition in crowdsourcing.

The study reveals a nuanced picture of how community members resolve the tension between competition and collaboration. As skill level increases, individuals become more strategic, shifting from self-promotion to actively sabotaging their closest competitors. This sabotage takes the form of unfairly negative evaluations, strategically designed to diminish the chances of rivals who pose the greatest threat.

However, the research also uncovers signs of collaborative behavior. High-skilled members sometimes show leniency toward community members who do not directly threaten their chance of winning, suggesting a calculated approach that balances self-interest with a degree of community spirit. This leniency could be interpreted as a form of 'moral licensing,' where individuals justify their strategic evaluations by also showing some collaborative behavior.

  • Increased Competition: As skill level rises, individuals prioritize competitive strategies.
  • Strategic Sabotage: Highly skilled members target close competitors with negative evaluations.
  • Calculated Leniency: Some leniency is extended to non-threatening community members.
AI Search Multiple angles on this topic

An Evolving Research Agenda

Recent research on crowdsourcing increasingly asks not only how many contributions a challenge attracts, but what happens among contributors once competition ramps up. No specific studies or review articles were supplied for this section, so the characterization here is general rather than citation-backed. A recurring theme in the developing literature is that incentive design matters: crowds structured around individual rewards tend to suppress information sharing, while collaborative structures appear to preserve more of the collective benefit. Readers seeking firm findings are best served by consulting primary research directly.

Competition as a Defensible Feature

The claim that competition undermines collaboration in crowdsourced work is not universally accepted. Defenders of competitive contests argue that rivalry can sharpen effort, quality, and engagement in ways that more collaborative negotiation cannot. Specific counterarguments and documented failures rest on case-by-case evidence that was not supplied for this section, so they can only be sketched rather than attached to named examples. Both the appeal and the limits of the competitive model therefore remain legitimately contested.

Efficiency Versus Cohesion

A formal comparison of competitive and collaborative crowdsourcing could not be built from supplied sources, so any contrast offered here is necessarily general. The central trade-off is frequently framed as efficiency against cohesion: competitive designs often deliver sharper, faster individual results, while collaborative designs tend to produce more integrated but slower outcomes. Where a crowd's task rewards independent effort, competition may add value; where the goal depends on shared context and combined output, it appears more likely to get in the way.

These findings highlight the complex interplay between competition and collaboration in crowdsourcing communities. The incentives designed to encourage participation and effort can inadvertently introduce a competitive element that undermines the collaborative ideal. Understanding this dynamic is crucial for designing more effective and sustainable crowdsourcing platforms.

Building a Sustainable Crowdsourcing Community

The research provides valuable insights for fostering more sustainable crowdsourcing communities. By understanding how competition can lead to strategic sabotage, platforms can implement design changes to encourage collaboration and mitigate the negative effects of self-interest. This might involve refining evaluation mechanisms, promoting a stronger sense of community, or finding new ways to reward participation beyond simply winning the contest.

AI Search Multiple angles on this topic

Design Determines the Outcome

The various strands of this article point to a consistent conclusion: crowdsourcing's strengths flow from the size and openness of the crowd, and those same features create the conditions for competition to sabotage collaboration. Expert commentary on the topic tends to converge on the idea that design choices, including rewards, visibility, and feedback, largely determine whether a crowd collaborates or clashes. No expert quotes or named commentators were available for this section, so this synthesis should be read as a general interpretation rather than attributed commentary.

Tempering Competition by Design

The next frontiers for crowdsourcing are likely to center on platforms and incentive systems that temper within-crowd competition. As the mechanics of the field mature, plausible developments include finer-grained reward structures, confidentiality safeguards, and hybrid designs that blend competitive and collaborative elements. No forward-looking research was supplied for this section, so the outlook presented here is deliberately speculative rather than predictive.

Questions Beyond the Platform

Beyond any single challenge or platform, crowdsourcing raises systemic questions about labor value, recognition, and the distribution of rewards across a crowd. Competitive scoring models can concentrate benefit in a small fraction of contributors while many others receive little return for their effort. These structural dynamics sit outside the control of any one organizer and remain open questions for the field rather than settled concerns.

The People in the Crowd

The human costs of competitive crowdsourcing include individual discouragement, motivation loss, and the disappointment of contributors whose work goes unused, though no specific case studies were supplied to illustrate them here. Spoken about generally, the emotional stakes are real: contributors invest time, ideas, and effort on the promise of visibility or reward. How organizers acknowledge those personal investments, win or lose, is a central part of the human dimension this article addresses.

About this Article -

Written with AI assistance from published research, and reviewed by the Mystum team. See our About page for more information.

This article is based on research published under:

DOI-LINK: 10.1287/orsc.2021.15163,

Title: Competition And Collaboration In Crowdsourcing Communities: What Happens When Peers Evaluate Each Other?

Subject: econ.gn cs.gt cs.hc q-fin.ec stat.ap

Authors: Christoph Riedl, Tom Grad, Christopher Lettl

Published: 22-04-2024

Everything You Need To Know

1

What is strategic sabotage in the context of crowdsourcing, and how does it manifest?

Strategic sabotage in crowdsourcing refers to the deliberate actions taken by community members to undermine their competitors, particularly in online communities. The study, using the Threadless online community as a case, found that highly skilled members often engage in strategic sabotage by giving unfairly negative evaluations to their closest rivals. This behavior aims to decrease the rivals' chances of winning contests and competitions within the community, highlighting the tension between competitive motives and the collaborative ideals of crowdsourcing.

2

How does the level of skill influence the competitive behavior observed within crowdsourcing communities like Threadless?

The research indicates that as skill level increases within a crowdsourcing community, such as the one on Threadless, individuals tend to adopt more competitive strategies. Initially, the study points out, individuals may focus on self-promotion. However, as their skill and experience grow, a shift occurs, and members become more strategic in their actions. This often manifests as strategic sabotage, where high-skilled members target their closest competitors with negative evaluations. The findings suggest that this shift is a direct result of the competitive environment, where success is directly tied to the outcomes of contests and evaluations.

3

What is meant by 'calculated leniency' in the context of the crowdsourcing study, and why does it occur?

Calculated leniency refers to the behavior where high-skilled members show some degree of leniency toward community members who do not directly threaten their chances of winning. This approach suggests a balancing act between self-interest and a degree of community spirit. The study reveals that this behavior might be a form of 'moral licensing,' where individuals justify their strategic sabotage by also showing some collaborative behavior. They might extend leniency to those less threatening, which helps them appear less malicious while still prioritizing their success in the competition.

4

What are the implications of the findings on competition and collaboration for the design of crowdsourcing platforms?

The findings underscore the need to understand how competition can lead to strategic sabotage. The study highlights how competitive incentives can inadvertently undermine the collaborative spirit of crowdsourcing platforms. Therefore, platform designers should refine evaluation mechanisms to promote collaboration and mitigate the negative effects of self-interest. Potential design changes include promoting a stronger sense of community and finding new ways to reward participation beyond winning, to foster a more sustainable and collaborative environment.

5

How does the research on the Threadless community help us understand the interplay between competition and collaboration in crowdsourcing?

The research, analyzing the peer evaluations in the Threadless online community, provides a deep understanding of how competition can undermine collaboration. With over 38 million peer evaluations, the study identifies strategic sabotage, where highly skilled members use negative evaluations to target rivals. It also uncovers calculated leniency as a strategy. These findings underscore the complex interplay between competition and collaboration and highlight the tension between self-interest and the community's collaborative ideal. The research demonstrates the unexpected ways competition can lead to strategic behavior within these crowdsourcing environments, providing valuable insights for creating more sustainable and effective crowdsourcing platforms.

Newsletter Subscribe

Subscribe to get the latest articles and insights directly in your inbox.