Impact of crowdsourcee’s vertical fairness concern on the crowdsourcing knowledge sharing behavior and its incentive mechanism

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dc.contributor.authorZhu, Binxin
dc.contributor.authorWilliams, Leon
dc.contributor.authorLighterness, Paul
dc.contributor.authorPeng, Gao
dc.date.accessioned2020-11-10T15:58:40Z
dc.date.available2020-11-10T15:58:40Z
dc.date.freetoread2021-11-08
dc.date.issued2020-11-07
dc.description.abstractThis paper examines in detail the impact of the crowdsourcee’s vertical fairness concern on the knowledge sharing incentive mechanism in crowdsourcing communities. The conditions for the establishment of the incentive mechanism are analyzed and the impact of fairness concern sensitivity on expected economic revenues of both sides as well as the crowdsourcing project performance is studied by game theory and computer simulation. The results show that the knowledge sharing incentive mechanism can only be established if the ratio between the performance improvement rate and the private cost reduction rate caused by shared knowledge is within a certain range. The degree of the optimal linear incentives, the private solution efforts, and the improvement of knowledge sharing level are positively correlated with the sensitivity of vertical fairness concern. In the non-incentive mode, the ratio between the performance conversion rate of private solution effort and the performance conversion rate of knowledge sharing effort plays an important role in moderating a crowdsourcing project’s performance. The authors find that the number of participants is either conducive or non-conducive to the improvement of performance. The implementation of knowledge sharing incentive can achieve a win-win situation for both the crowdsourcer and the crowdsourceeen_UK
dc.identifier.citationZhu B, Williams L, Lighterness P, Gao P. (2020) Impact of crowdsourcee’s vertical fairness concern on the crowdsourcing knowledge sharing behavior and its incentive mechanism. Journal of Systems Science and Complexity, Volume 34, Issue 3, June 2021, pp. 1102-1120en_UK
dc.identifier.cris28761403
dc.identifier.issn1009-6124
dc.identifier.urihttps://doi.org/10.1007/s11424-020-9243-4
dc.identifier.urihttp://dspace.lib.cranfield.ac.uk/handle/1826/15988
dc.language.isoenen_UK
dc.publisherSpringeren_UK
dc.rightsAttribution-NonCommercial 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by-nc/4.0/*
dc.subjectvertical fairness concernen_UK
dc.subjectknowledge sharingen_UK
dc.subjectincentive mechanismen_UK
dc.subjectCreative crowdsourcing communityen_UK
dc.titleImpact of crowdsourcee’s vertical fairness concern on the crowdsourcing knowledge sharing behavior and its incentive mechanismen_UK
dc.typeArticleen_UK

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