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Environmental assets, industry 4.0 technologies and firm performance in Spain: A dynamic capabilities path to reward sustainability
The consolidation of industry 4.0 (I4.0) as a new innovative ecosystem has generated high expectations about its economic and environmental effects. In this study, we investigate whether I4.0 technologies can reinforce environmental assets management in achieving firm results. We intend to contrast...
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Published in: | Journal of cleaner production 2021-01, Vol.281, p.125264, Article 125264 |
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creator | Díaz-Chao, Ángel Ficapal-Cusí, Pilar Torrent-Sellens, Joan |
description | The consolidation of industry 4.0 (I4.0) as a new innovative ecosystem has generated high expectations about its economic and environmental effects. In this study, we investigate whether I4.0 technologies can reinforce environmental assets management in achieving firm results. We intend to contrast the existence of reward mechanisms for being green. Using a panel of 1028 Spanish industrial firms in 2009–2016 period, the research has obtained three main results. First, environmental assets, the use of robots and the adoption of flexible production technologies generate individual and two-complementarity marginal effects in the explanation of sales, exports and labour productivity. Second, environmental assets and I4.0 technologies do not generate any individual or complementarity marginal effect that positively explains gross operating margins. And, third, however, we have found a business model that generates significant total effects on the four firm results, especially on profitability, through the combination of environmental assets, I4.0 technologies, R&D expenditure, production flexibility and human capital management. Implications for the circular economy and ethical business models are also discussed.
[Display omitted]
•Firms with more environmental assets present better operating results.•Environmental assets, robotization and flexible production explain operating results.•Neither environmental assets nor I4.0 technologies explain gross operating margins.•Dynamic capabilities, environmental assets and I4.0 technologies generate economic returns. |
doi_str_mv | 10.1016/j.jclepro.2020.125264 |
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[Display omitted]
•Firms with more environmental assets present better operating results.•Environmental assets, robotization and flexible production explain operating results.•Neither environmental assets nor I4.0 technologies explain gross operating margins.•Dynamic capabilities, environmental assets and I4.0 technologies generate economic returns.</description><identifier>ISSN: 0959-6526</identifier><identifier>DOI: 10.1016/j.jclepro.2020.125264</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>circular economy ; Circular economy (CE) ; Dynamic capabilities ; ecosystems ; Environmental assets ; ethics ; Firm performance ; human capital ; industry ; Industry 4.0 ; labor productivity ; profitability ; Spain</subject><ispartof>Journal of cleaner production, 2021-01, Vol.281, p.125264, Article 125264</ispartof><rights>2020 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c257t-7c5b3cb633e975b7f5906ddb057418406ac86983e74f50f3470788f3152aa6a13</citedby><cites>FETCH-LOGICAL-c257t-7c5b3cb633e975b7f5906ddb057418406ac86983e74f50f3470788f3152aa6a13</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Díaz-Chao, Ángel</creatorcontrib><creatorcontrib>Ficapal-Cusí, Pilar</creatorcontrib><creatorcontrib>Torrent-Sellens, Joan</creatorcontrib><title>Environmental assets, industry 4.0 technologies and firm performance in Spain: A dynamic capabilities path to reward sustainability</title><title>Journal of cleaner production</title><description>The consolidation of industry 4.0 (I4.0) as a new innovative ecosystem has generated high expectations about its economic and environmental effects. In this study, we investigate whether I4.0 technologies can reinforce environmental assets management in achieving firm results. We intend to contrast the existence of reward mechanisms for being green. Using a panel of 1028 Spanish industrial firms in 2009–2016 period, the research has obtained three main results. First, environmental assets, the use of robots and the adoption of flexible production technologies generate individual and two-complementarity marginal effects in the explanation of sales, exports and labour productivity. Second, environmental assets and I4.0 technologies do not generate any individual or complementarity marginal effect that positively explains gross operating margins. And, third, however, we have found a business model that generates significant total effects on the four firm results, especially on profitability, through the combination of environmental assets, I4.0 technologies, R&D expenditure, production flexibility and human capital management. Implications for the circular economy and ethical business models are also discussed.
[Display omitted]
•Firms with more environmental assets present better operating results.•Environmental assets, robotization and flexible production explain operating results.•Neither environmental assets nor I4.0 technologies explain gross operating margins.•Dynamic capabilities, environmental assets and I4.0 technologies generate economic returns.</description><subject>circular economy</subject><subject>Circular economy (CE)</subject><subject>Dynamic capabilities</subject><subject>ecosystems</subject><subject>Environmental assets</subject><subject>ethics</subject><subject>Firm performance</subject><subject>human capital</subject><subject>industry</subject><subject>Industry 4.0</subject><subject>labor productivity</subject><subject>profitability</subject><subject>Spain</subject><issn>0959-6526</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqFkEtPwzAQhHMAifL4CUg-cqDFTmI74YJQxUuqxAE4WxtnQ10ldrDdop7547gKd06r3Z0Zab4su2R0wSgTN5vFRvc4erfIaZ5uOc9FeZTNaM3ruUjLSXYawoZSJqksZ9nPg90Z7-yANkJPIASM4ZoY225D9HtSLiiJqNfW9e7TYCBgW9IZP5ARfef8AFZjkpO3EYy9Jfek3VsYjCYaRmhMb-LBNUJck-iIx2_wLQkpPMmn__48O-6gD3jxN8-yj8eH9-XzfPX69LK8X811zmWcS82bQjeiKLCWvJEdr6lo24ZyWbKqpAJ0JeqqQFl2nHZFmRpWVVcwngMIYMVZdjXlJjxfWwxRDSZo7Huw6LZB5ZwxVomCyiTlk1R7F4LHTo3eDOD3ilF1AK026g-0OoBWE-jku5t8mHrsDHoVtMGEqDUedVStM_8k_AIlVo0L</recordid><startdate>20210125</startdate><enddate>20210125</enddate><creator>Díaz-Chao, Ángel</creator><creator>Ficapal-Cusí, Pilar</creator><creator>Torrent-Sellens, Joan</creator><general>Elsevier Ltd</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20210125</creationdate><title>Environmental assets, industry 4.0 technologies and firm performance in Spain: A dynamic capabilities path to reward sustainability</title><author>Díaz-Chao, Ángel ; Ficapal-Cusí, Pilar ; Torrent-Sellens, Joan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c257t-7c5b3cb633e975b7f5906ddb057418406ac86983e74f50f3470788f3152aa6a13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>circular economy</topic><topic>Circular economy (CE)</topic><topic>Dynamic capabilities</topic><topic>ecosystems</topic><topic>Environmental assets</topic><topic>ethics</topic><topic>Firm performance</topic><topic>human capital</topic><topic>industry</topic><topic>Industry 4.0</topic><topic>labor productivity</topic><topic>profitability</topic><topic>Spain</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Díaz-Chao, Ángel</creatorcontrib><creatorcontrib>Ficapal-Cusí, Pilar</creatorcontrib><creatorcontrib>Torrent-Sellens, Joan</creatorcontrib><collection>CrossRef</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Journal of cleaner production</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Díaz-Chao, Ángel</au><au>Ficapal-Cusí, Pilar</au><au>Torrent-Sellens, Joan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Environmental assets, industry 4.0 technologies and firm performance in Spain: A dynamic capabilities path to reward sustainability</atitle><jtitle>Journal of cleaner production</jtitle><date>2021-01-25</date><risdate>2021</risdate><volume>281</volume><spage>125264</spage><pages>125264-</pages><artnum>125264</artnum><issn>0959-6526</issn><abstract>The consolidation of industry 4.0 (I4.0) as a new innovative ecosystem has generated high expectations about its economic and environmental effects. In this study, we investigate whether I4.0 technologies can reinforce environmental assets management in achieving firm results. We intend to contrast the existence of reward mechanisms for being green. Using a panel of 1028 Spanish industrial firms in 2009–2016 period, the research has obtained three main results. First, environmental assets, the use of robots and the adoption of flexible production technologies generate individual and two-complementarity marginal effects in the explanation of sales, exports and labour productivity. Second, environmental assets and I4.0 technologies do not generate any individual or complementarity marginal effect that positively explains gross operating margins. And, third, however, we have found a business model that generates significant total effects on the four firm results, especially on profitability, through the combination of environmental assets, I4.0 technologies, R&D expenditure, production flexibility and human capital management. Implications for the circular economy and ethical business models are also discussed.
[Display omitted]
•Firms with more environmental assets present better operating results.•Environmental assets, robotization and flexible production explain operating results.•Neither environmental assets nor I4.0 technologies explain gross operating margins.•Dynamic capabilities, environmental assets and I4.0 technologies generate economic returns.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.jclepro.2020.125264</doi></addata></record> |
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source | ScienceDirect Freedom Collection |
subjects | circular economy Circular economy (CE) Dynamic capabilities ecosystems Environmental assets ethics Firm performance human capital industry Industry 4.0 labor productivity profitability Spain |
title | Environmental assets, industry 4.0 technologies and firm performance in Spain: A dynamic capabilities path to reward sustainability |
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