Data management within new product development and collaborative engineering: a bibliometric and systemic analysis
Purpose Although organizations have more data than ever at their disposal, actually deriving meaningful insights and actions from them is easier said than done. In this concern, the main objective of this study is to identify trends and research opportunities regarding data management within new pro...
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| Published in | VINE journal of information and knowledge management systems Vol. 52; no. 5; pp. 701 - 717 |
|---|---|
| Main Authors | , , , |
| Format | Journal Article |
| Language | English |
| Published |
Bingley
Emerald Publishing Limited
24.10.2022
Emerald Group Publishing Limited |
| Subjects | |
| Online Access | Get full text |
| ISSN | 2059-5891 2059-5905 2059-5891 |
| DOI | 10.1108/VJIKMS-07-2020-0131 |
Cover
| Abstract | Purpose
Although organizations have more data than ever at their disposal, actually deriving meaningful insights and actions from them is easier said than done. In this concern, the main objective of this study is to identify trends and research opportunities regarding data management within new product development (NPD) and collaborative engineering.
Design/methodology/approach
Bibliometric and systemic analyses have been carried out using the methodological procedure ProKnow-C, which provides a structured framework for the literature review. A bibliographic portfolio (BP) was consolidated with 33 papers that represent the state of art in the subject.
Findings
Most recent researches within the BP indicate new trends and paradigm shifts in this area of research, tackling subjects such as the internet of things, cloud computing, big data analytics and digital twin. Research gaps include the lack of data automation and the absence of a common architecture for systems integration. However, from a general perspective of the BP, the management of experimental data is suggested as a research opportunity for future works. Although many studies have tackled data and collaboration based on computer-aided technologies environments, no study examined the management of the measured data collected during the verification and validation stages of a product.
Originality/value
This work provides a fresh and relevant source of authors, journals and studies for researchers and practitioners interested in the domain of data management applied to NPD and collaborative engineering. |
|---|---|
| AbstractList | Purpose
Although organizations have more data than ever at their disposal, actually deriving meaningful insights and actions from them is easier said than done. In this concern, the main objective of this study is to identify trends and research opportunities regarding data management within new product development (NPD) and collaborative engineering.
Design/methodology/approach
Bibliometric and systemic analyses have been carried out using the methodological procedure ProKnow-C, which provides a structured framework for the literature review. A bibliographic portfolio (BP) was consolidated with 33 papers that represent the state of art in the subject.
Findings
Most recent researches within the BP indicate new trends and paradigm shifts in this area of research, tackling subjects such as the internet of things, cloud computing, big data analytics and digital twin. Research gaps include the lack of data automation and the absence of a common architecture for systems integration. However, from a general perspective of the BP, the management of experimental data is suggested as a research opportunity for future works. Although many studies have tackled data and collaboration based on computer-aided technologies environments, no study examined the management of the measured data collected during the verification and validation stages of a product.
Originality/value
This work provides a fresh and relevant source of authors, journals and studies for researchers and practitioners interested in the domain of data management applied to NPD and collaborative engineering. Purpose>Although organizations have more data than ever at their disposal, actually deriving meaningful insights and actions from them is easier said than done. In this concern, the main objective of this study is to identify trends and research opportunities regarding data management within new product development (NPD) and collaborative engineering.Design/methodology/approach>Bibliometric and systemic analyses have been carried out using the methodological procedure ProKnow-C, which provides a structured framework for the literature review. A bibliographic portfolio (BP) was consolidated with 33 papers that represent the state of art in the subject.Findings>Most recent researches within the BP indicate new trends and paradigm shifts in this area of research, tackling subjects such as the internet of things, cloud computing, big data analytics and digital twin. Research gaps include the lack of data automation and the absence of a common architecture for systems integration. However, from a general perspective of the BP, the management of experimental data is suggested as a research opportunity for future works. Although many studies have tackled data and collaboration based on computer-aided technologies environments, no study examined the management of the measured data collected during the verification and validation stages of a product.Originality/value>This work provides a fresh and relevant source of authors, journals and studies for researchers and practitioners interested in the domain of data management applied to NPD and collaborative engineering. |
| Author | Larocca, Arthur Kubo, Pablo Borsato, Milton Estorilio, Carla |
| Author_xml | – sequence: 1 givenname: Arthur surname: Larocca fullname: Larocca, Arthur email: arthur.larocca@outlook.com – sequence: 2 givenname: Milton surname: Borsato fullname: Borsato, Milton email: borsato@utfpr.edu.br – sequence: 3 givenname: Pablo surname: Kubo fullname: Kubo, Pablo email: pablo.kubo@volvo.com – sequence: 4 givenname: Carla surname: Estorilio fullname: Estorilio, Carla email: amodio@utfpr.edu.br |
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| Keywords | Product lifecycle management Product development Data management Bibliometric analysis Systemic analysis |
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| SubjectTerms | Bibliometrics Big Data Boolean Cloud computing Collaboration Competitive advantage Concurrent engineering Consortia Data management Digital twins Information systems Integrated approach Internet of Things Keywords Knowledge management Literature reviews Product design Product development Software Systems integration Trends |
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