A Product/Service System Design Schema: Application to Big Data Analytics

The challenge of environmental sustainability has required product/service systems (PSSs) to play a substantial role. New technologies such as big data analytics (BDA), which have high potential to improve or enable PSSs, are increasingly implemented in industry. However, research achieved in the pa...

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Main Authors: Tomohiko Sakao, Abhijna Neramballi
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Sustainability
Subjects:
Online Access:https://www.mdpi.com/2071-1050/12/8/3484
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spelling doaj-98392a356b2a4ecc977691737e6bfc442020-11-25T02:47:48ZengMDPI AGSustainability2071-10502020-04-01123484348410.3390/su12083484A Product/Service System Design Schema: Application to Big Data AnalyticsTomohiko Sakao0Abhijna Neramballi1Division of Environmental Technology Management, Department of Management and Engineering, Linköping University, SwedenDivision of Environmental Technology Management, Department of Management and Engineering, Linköping University, SwedenThe challenge of environmental sustainability has required product/service systems (PSSs) to play a substantial role. New technologies such as big data analytics (BDA), which have high potential to improve or enable PSSs, are increasingly implemented in industry. However, research achieved in the past and research opportunities in the intersection of PSS design and BDA are unclear in the literature. Therefore, this article took an inter-disciplinary approach and aimed to pave the way forward for research and development in PSS design and show opportunities to improve PSS design and delivery using BDA. The research methods adopted were literature synthesis and systematic literature review. The synthesis of PSS design literature resulted in a schema consisting of 10 design steps for PSS conceptual design. The systematic review of BDA literature found 11 research works, including industrial applications, which were then mapped on to the PSS design schema. This revealed the achievement of applied research using BDA for some of the PSS design steps as well as opportunities of research for the others. The two inter-related areas of research, PSS design and BDA, were connected with each other more clearly, so that further research could be anchored and motivated with more specificity.https://www.mdpi.com/2071-1050/12/8/3484systematic literature reviewliterature synthesiscustomizationenvironmental sustainability
collection DOAJ
language English
format Article
sources DOAJ
author Tomohiko Sakao
Abhijna Neramballi
spellingShingle Tomohiko Sakao
Abhijna Neramballi
A Product/Service System Design Schema: Application to Big Data Analytics
Sustainability
systematic literature review
literature synthesis
customization
environmental sustainability
author_facet Tomohiko Sakao
Abhijna Neramballi
author_sort Tomohiko Sakao
title A Product/Service System Design Schema: Application to Big Data Analytics
title_short A Product/Service System Design Schema: Application to Big Data Analytics
title_full A Product/Service System Design Schema: Application to Big Data Analytics
title_fullStr A Product/Service System Design Schema: Application to Big Data Analytics
title_full_unstemmed A Product/Service System Design Schema: Application to Big Data Analytics
title_sort product/service system design schema: application to big data analytics
publisher MDPI AG
series Sustainability
issn 2071-1050
publishDate 2020-04-01
description The challenge of environmental sustainability has required product/service systems (PSSs) to play a substantial role. New technologies such as big data analytics (BDA), which have high potential to improve or enable PSSs, are increasingly implemented in industry. However, research achieved in the past and research opportunities in the intersection of PSS design and BDA are unclear in the literature. Therefore, this article took an inter-disciplinary approach and aimed to pave the way forward for research and development in PSS design and show opportunities to improve PSS design and delivery using BDA. The research methods adopted were literature synthesis and systematic literature review. The synthesis of PSS design literature resulted in a schema consisting of 10 design steps for PSS conceptual design. The systematic review of BDA literature found 11 research works, including industrial applications, which were then mapped on to the PSS design schema. This revealed the achievement of applied research using BDA for some of the PSS design steps as well as opportunities of research for the others. The two inter-related areas of research, PSS design and BDA, were connected with each other more clearly, so that further research could be anchored and motivated with more specificity.
topic systematic literature review
literature synthesis
customization
environmental sustainability
url https://www.mdpi.com/2071-1050/12/8/3484
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