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Modeling and productivity prediction of the companies-internal crowdsourcing-based ideation

  • The internal crowdsourcing-based ideation within a company can be defined as an involvement of its staff, specialists, managers, and other employees, to propose solution ideas for a pre-defined problem. This paper addresses a question, how many participants of the company-internal ideation process are required to nearly reach the ideation limit for the problems with a finite number of workableThe internal crowdsourcing-based ideation within a company can be defined as an involvement of its staff, specialists, managers, and other employees, to propose solution ideas for a pre-defined problem. This paper addresses a question, how many participants of the company-internal ideation process are required to nearly reach the ideation limit for the problems with a finite number of workable solutions. To answer the research question, the author proposes a set of metrics and a non-linear ideation performance function with a positive decreasing slope and ideation limit for the closed-ended problems. Three series of experiments helped to explore relationships between the metric attributes and resulted in a mathematical model which allows companies to predict the productivity metrics of their crowdsourcing ideation activities such as quantity of different ideas and ideation limit as a function of the number of contributors, their average personal creativity and ideation efficiency of a contributors’ group.show moreshow less

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Metadaten
Document Type:Conference Proceeding
Conference Type:Konferenzartikel
Zitierlink: https://opus.hs-offenburg.de/5268
Bibliografische Angaben
Title (English):Modeling and productivity prediction of the companies-internal crowdsourcing-based ideation
Conference:ICED: International Conference on Engineering Design (23. : 16-20 August 2021 : Gothenburg, Sweden)
Author:Pavel LivotovStaff MemberORCiDGND
Year of Publication:2021
Place of publication:Cambridge
Publisher:Cambridge University Press
First Page:2147
Last Page:2156
Parent Title (English):Proceedings of the Design Society
ISSN:2732-527X
DOI:https://doi.org/10.1017/pds.2021.476
URL:https://www.designsociety.org/publication/44849/Modeling+and+productivity+prediction+of+the+companies-internal+crowdsourcing-based+ideation
Language:English
Inhaltliche Informationen
Institutes:Fakultät Maschinenbau und Verfahrenstechnik (M+V)
Institutes:Bibliografie
Tag:Crowdsourcing-based ideation; Engineering creativity; New product development
Formale Angaben
Open Access: Open Access 
Licence (German):License LogoCreative Commons - CC BY-NC-ND - Namensnennung - Nicht kommerziell - Keine Bearbeitungen 4.0 International