Methodology for assessing the contribution of knowledge services during the new product development process to business performance
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Choi, Jeongsub | - |
dc.contributor.author | Kim, Byunghoon | - |
dc.contributor.author | Han,Changhee | - |
dc.contributor.author | Hahn,Hyuk | - |
dc.contributor.author | Park,Hun | - |
dc.contributor.author | Yoo, Jaeyoung | - |
dc.contributor.author | Jeong, Myongkee | - |
dc.date.accessioned | 2021-06-22T04:25:28Z | - |
dc.date.available | 2021-06-22T04:25:28Z | - |
dc.date.created | 2021-01-22 | - |
dc.date.issued | 2021-04 | - |
dc.identifier.issn | 0957-4174 | - |
dc.identifier.uri | https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/425 | - |
dc.description.abstract | Knowledge intensive service (KIS) is a key resource for new product development (NPD) of a firm. As a KIS provider, public research organization plays a critical role in supporting the success of firms’ NPD process, thereby promoting national/regional/local economic growth. In this study, we examine the contribution of KISs at stages in an NPD process to firms’ performance considering the correlations between input variables. For the explicit quantification of the contributions at the NPD stages, we propose a novel methodology using a variable importance assessment method. In doing so, the proposed method alleviates the correlation effects and facilitates a direct interpretation of the importance of input variables. The proposed methodology is evaluated in the case of a public research organization in South Korea, using a survey dataset collected from Korean small and medium-sized firms. The empirical results show that, with the inter-stage correlations, KISs differently contribute to firms at the NPD stages depending on performance measures: KISs mostly at the both-end NPD stages assist firms’ managerial decision-making, and KISs at all the stages except for product implementation help firms save time and cost. © 2020 Elsevier Ltd | - |
dc.language | 영어 | - |
dc.language.iso | en | - |
dc.publisher | Elsevier Ltd | - |
dc.title | Methodology for assessing the contribution of knowledge services during the new product development process to business performance | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Kim, Byunghoon | - |
dc.identifier.doi | 10.1016/j.eswa.2020.113860 | - |
dc.identifier.scopusid | 2-s2.0-85090489169 | - |
dc.identifier.wosid | 000623649900007 | - |
dc.identifier.bibliographicCitation | Expert Systems with Applications, v.167, pp.1 - 17 | - |
dc.relation.isPartOf | Expert Systems with Applications | - |
dc.citation.title | Expert Systems with Applications | - |
dc.citation.volume | 167 | - |
dc.citation.startPage | 1 | - |
dc.citation.endPage | 17 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.isOpenAccess | N | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalResearchArea | Operations Research & Management Science | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Artificial Intelligence | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.relation.journalWebOfScienceCategory | Operations Research & Management Science | - |
dc.subject.keywordPlus | Decision making | - |
dc.subject.keywordPlus | Economics | - |
dc.subject.keywordPlus | Service industry | - |
dc.subject.keywordPlus | Business performance | - |
dc.subject.keywordPlus | Correlation effect | - |
dc.subject.keywordPlus | Managerial decision making | - |
dc.subject.keywordPlus | New product development | - |
dc.subject.keywordPlus | New product development process | - |
dc.subject.keywordPlus | Performance measure | - |
dc.subject.keywordPlus | Small and medium sized firms | - |
dc.subject.keywordPlus | Variable importances | - |
dc.subject.keywordPlus | Product development | - |
dc.subject.keywordAuthor | Innovation process | - |
dc.subject.keywordAuthor | Knowledge intensive service | - |
dc.subject.keywordAuthor | New product development | - |
dc.subject.keywordAuthor | Public research institute | - |
dc.subject.keywordAuthor | Variable importance | - |
dc.identifier.url | https://www.sciencedirect.com/science/article/pii/S0957417420306709?via%3Dihub | - |
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.
55 Hanyangdeahak-ro, Sangnok-gu, Ansan, Gyeonggi-do, 15588, Korea+82-31-400-4269 sweetbrain@hanyang.ac.kr
COPYRIGHT © 2021 HANYANG UNIVERSITY. ALL RIGHTS RESERVED.
Certain data included herein are derived from the © Web of Science of Clarivate Analytics. All rights reserved.
You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.