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Studying the participants’ response to reverse-auction mechanisms that allocate monetary incentive in citizen science

Ngo, Manh Khoi and Müller, Marlin M. and Thiel, Christian and Klan, Friederike (2022) Studying the participants’ response to reverse-auction mechanisms that allocate monetary incentive in citizen science. Forum Citizen Science 2022, 2022-05-11 - 2022-05-12, Bonn, Germany.

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Abstract

The recruitment of participants in a citizen science project should address various possible costs and obstacles to participants that might emerge during the execution of the project. In this context, monetary incentives have the potential to alleviate this problem by compensating for part of these efforts and thus sustain the citizen scientists’ participation. Nevertheless, they have not been studied thoroughly in citizen science literature and have rarely been deployed. Reverse-auction mechanisms are promising methods to distribute a project’s fixed budget among the participants as winners are selected based on participants’ bid prices. However, the outcome entirely depends on these bid prices, which are not available to the project organizers in advance and can vary largely. Therefore, it is desirable to assert certain control over the participants’ bid prices. We propose the approach of “desired bid price”, in which a pre-calculated bid price suitable to a project is shown to the bidders before determining their bid prices. While participants are eventually free to select their bid price, they are informed that a bid price lower than the shown value might increase their chance of winning the bid. As a result, it is expected that overall bid prices might better fit to a predefined project budget. This approach can be implemented in various contributory citizen science projects together with the control approach, in which participants determine their bid price without additional information. The differences in bidding behaviors and outcomes of the two approaches will be analyzed. Finally, the results can be used to further refine the existing reverse-auction mechanisms and eventually pave the way for the broader use of monetary incentives in citizen science.

Item URL in elib:https://elib.dlr.de/190888/
Document Type:Conference or Workshop Item (Poster)
Title:Studying the participants’ response to reverse-auction mechanisms that allocate monetary incentive in citizen science
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Ngo, Manh KhoiUNSPECIFIEDhttps://orcid.org/0000-0001-6001-2773UNSPECIFIED
Müller, Marlin M.UNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Thiel, ChristianUNSPECIFIEDhttps://orcid.org/0000-0001-5144-8145UNSPECIFIED
Klan, FriederikeUNSPECIFIEDhttps://orcid.org/0000-0002-1856-7334UNSPECIFIED
Date:12 May 2022
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Status:Accepted
Keywords:citizen science, incentive, participant
Event Title:Forum Citizen Science 2022
Event Location:Bonn, Germany
Event Type:international Conference
Event Start Date:11 May 2022
Event End Date:12 May 2022
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Space System Technology
DLR - Research area:Raumfahrt
DLR - Program:R SY - Space System Technology
DLR - Research theme (Project):R - Exploration of citizen science methods, R - QS-Project_04 Big-Data-Plattform
Location: Jena
Institutes and Institutions:Institute of Data Science > Data Acquisition and Mobilisation
Deposited By: Ngo, Manh Khoi
Deposited On:05 Dec 2022 11:28
Last Modified:24 Apr 2024 20:52

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