Embracing circular practices is crucial for reducing the maritime industry's environmental impact. However, the industry lacks tailored circular economy metrics to effectively measure its circularity practices and performance. To address this gap, a comprehensive review was conducted, analysing over 400 circularity metrics used in various other industries. From this extensive review, these metrics were refined and adapted to develop 57 circularity metrics tailored to the maritime sector. These novel metrics aim to guide maritime stakeholders in assessing and improving their circularity performance. Their relevance was validated through stakeholder engagement and consultations, and practicality was demonstrated through a detailed case study in three private shipyards. This case study showcased the metrics' applicability and highlighted their potential benefits in real- world scenarios by providing suggestions for improving the circularity performance of the facilities. This study marks the first comprehensive maritime circularity assessment, providing a structured pathway for the future adoption and implementation of circularity principles within the maritime industry. By establishing these metrics, the study sets a foundational framework for stakeholders to enhance sustainability and promote circular economy practices in maritime operations. Quantifying circular economy performance will enable stakeholders to track progress, identify best practices, and drive transition.
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Univ Florence, Dept Ind Engn, Florence, Italy
Univ Florence, Dept Ind Engn, Via Santa Marta 3, I-50139 Florence, ItalyUniv Florence, Dept Ind Engn, Florence, Italy
Del Pero, Francesco
Dattilo, Caterina Antonia
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Univ Florence, Dept Ind Engn, Florence, ItalyUniv Florence, Dept Ind Engn, Florence, Italy
Dattilo, Caterina Antonia
Giraldi, Alessandro
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Univ Florence, Dept Ind Engn, Florence, ItalyUniv Florence, Dept Ind Engn, Florence, Italy
Giraldi, Alessandro
Delogu, Massimo
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Univ Florence, Dept Ind Engn, Florence, ItalyUniv Florence, Dept Ind Engn, Florence, Italy
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Univ Malaya, Fac Business & Econ, Dept Int Business, Kuala Lumpu, MalaysiaUniv Malaya, Fac Business & Econ, Dept Int Business, Kuala Lumpu, Malaysia
Hemmati, Mina
Newaz, Md Shah
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Univ Roma Tor Vergata, Fac Econ, Rome, ItalyUniv Malaya, Fac Business & Econ, Dept Int Business, Kuala Lumpu, Malaysia
Newaz, Md Shah
Rahman, Muhammad Khalilur
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Univ Malaysia Kelantan, Fac Entrepreneurship & Business, Pengkalan Chepa, Malaysia
Angkasa UMK Res Acad, Pengkalan Chepa, MalaysiaUniv Malaya, Fac Business & Econ, Dept Int Business, Kuala Lumpu, Malaysia
Rahman, Muhammad Khalilur
Appolloni, Andrea
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Univ Roma Tor Vergata, Fac Econ, Rome, Italy
Cranfield Univ, Cranfield, England
Natl Res Council CNR, Naples, ItalyUniv Malaya, Fac Business & Econ, Dept Int Business, Kuala Lumpu, Malaysia
Appolloni, Andrea
Zailani, Suhaiza
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Univ Malaya, Fac Business & Econ, Kuala Lumpur, MalaysiaUniv Malaya, Fac Business & Econ, Dept Int Business, Kuala Lumpu, Malaysia
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Mississippi State Univ, Dept Ind & Syst Engn, Mississippi State, MS 39762 USAMississippi State Univ, Dept Ind & Syst Engn, Mississippi State, MS 39762 USA
Abdolazimi, Omid
Entezari, Sarah
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Yazd Univ, Dept Ind Engn, Yazd 4818846868, IranMississippi State Univ, Dept Ind & Syst Engn, Mississippi State, MS 39762 USA
Entezari, Sarah
Shishebori, Davood
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Yazd Univ, Dept Ind Engn, Yazd 4818846868, IranMississippi State Univ, Dept Ind & Syst Engn, Mississippi State, MS 39762 USA
Shishebori, Davood
Ardakani, Majid Alimohammadi
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Ardakan Univ, Fac Engn, Dept Ind Engn, Ardakan, IranMississippi State Univ, Dept Ind & Syst Engn, Mississippi State, MS 39762 USA
Ardakani, Majid Alimohammadi
Kashef, Amirarash
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Mississippi State Univ, Dept Ind & Syst Engn, Mississippi State, MS 39762 USAMississippi State Univ, Dept Ind & Syst Engn, Mississippi State, MS 39762 USA
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Prince Sultan Univ, Coll Engn, Dept Engn Management, Riyadh, Saudi ArabiaPrince Sultan Univ, Coll Engn, Dept Engn Management, Riyadh, Saudi Arabia
Sultan, Basel
Alaghbari, Wael
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Sanaa Univ, Fac Engn, Sanaa, Yemen
Int Univ Technol Twintech, Sanaa, YemenPrince Sultan Univ, Coll Engn, Dept Engn Management, Riyadh, Saudi Arabia
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Management and Economics, Tarbiat Modares University, TehranManagement and Economics, Tarbiat Modares University, Tehran
Shayganmehr M.
Kumar A.
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Guildhall School of Business and Law, London Metropolitan University, LondonManagement and Economics, Tarbiat Modares University, Tehran
Kumar A.
Garza-Reyes J.A.
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Centre for Supply Chain Improvement, The University of Derby, Kedleston Road Campus, DerbyManagement and Economics, Tarbiat Modares University, Tehran
Garza-Reyes J.A.
Moktadir M.A.
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Institute of Leather Engineering and Technology, University of Dhaka, DhakaManagement and Economics, Tarbiat Modares University, Tehran