Interdependency patterns of potential seaport risk factors in relation to supply chain disruption in Indonesia
Abstract As an integral part of the global supply chain network, Indonesian supply chain entities should understand conditional seaport risk factors that could lead to seaport threats that affect supply chain continuity. This study aims to provide a procedure for evaluating the interdependencies, im...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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SpringerOpen
2023-03-01
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| Series: | Journal of Shipping and Trade |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s41072-023-00137-w |
| _version_ | 1797854078720540672 |
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| author | Muhammad Reza Do. Bagus Shinya Hanaoka |
| author_facet | Muhammad Reza Do. Bagus Shinya Hanaoka |
| author_sort | Muhammad Reza Do. Bagus |
| collection | DOAJ |
| description | Abstract As an integral part of the global supply chain network, Indonesian supply chain entities should understand conditional seaport risk factors that could lead to seaport threats that affect supply chain continuity. This study aims to provide a procedure for evaluating the interdependencies, implications, and correlations among various seaport risk factors for supply chain threats, specifically by investigating current practices in the developed economic region of Indonesian seaport operations. The study uses a rough set method to solve feature selection problems and multivariate analysis of variance to assess the correlation between dependent and independent variables. We find 39 conditional seaport risk factors that are potentially influenced by about 21 dependent factors related to seaport-fulcrum supply chain entities. Furthermore, threats from the planning process, infrastructure, seaport service process, distribution process, financial costs of nuclear enterprises and security existed and affluent highest potential risk in Indonesia. |
| first_indexed | 2024-04-09T20:00:03Z |
| format | Article |
| id | doaj.art-c33222c9fbd0404f82b41ed54ec97ca4 |
| institution | Directory Open Access Journal |
| issn | 2364-4575 |
| language | English |
| last_indexed | 2024-04-09T20:00:03Z |
| publishDate | 2023-03-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | Journal of Shipping and Trade |
| spelling | doaj.art-c33222c9fbd0404f82b41ed54ec97ca42023-04-03T05:16:40ZengSpringerOpenJournal of Shipping and Trade2364-45752023-03-018112810.1186/s41072-023-00137-wInterdependency patterns of potential seaport risk factors in relation to supply chain disruption in IndonesiaMuhammad Reza Do. Bagus0Shinya Hanaoka1Department of Transdisciplinary Science and Engineering, Tokyo Institute of TechnologyDepartment of Transdisciplinary Science and Engineering, Tokyo Institute of TechnologyAbstract As an integral part of the global supply chain network, Indonesian supply chain entities should understand conditional seaport risk factors that could lead to seaport threats that affect supply chain continuity. This study aims to provide a procedure for evaluating the interdependencies, implications, and correlations among various seaport risk factors for supply chain threats, specifically by investigating current practices in the developed economic region of Indonesian seaport operations. The study uses a rough set method to solve feature selection problems and multivariate analysis of variance to assess the correlation between dependent and independent variables. We find 39 conditional seaport risk factors that are potentially influenced by about 21 dependent factors related to seaport-fulcrum supply chain entities. Furthermore, threats from the planning process, infrastructure, seaport service process, distribution process, financial costs of nuclear enterprises and security existed and affluent highest potential risk in Indonesia.https://doi.org/10.1186/s41072-023-00137-wSeaport risk factorsInterdependency risk analysisRule rough set theoryGenetic algorithmAssociation rule mining |
| spellingShingle | Muhammad Reza Do. Bagus Shinya Hanaoka Interdependency patterns of potential seaport risk factors in relation to supply chain disruption in Indonesia Journal of Shipping and Trade Seaport risk factors Interdependency risk analysis Rule rough set theory Genetic algorithm Association rule mining |
| title | Interdependency patterns of potential seaport risk factors in relation to supply chain disruption in Indonesia |
| title_full | Interdependency patterns of potential seaport risk factors in relation to supply chain disruption in Indonesia |
| title_fullStr | Interdependency patterns of potential seaport risk factors in relation to supply chain disruption in Indonesia |
| title_full_unstemmed | Interdependency patterns of potential seaport risk factors in relation to supply chain disruption in Indonesia |
| title_short | Interdependency patterns of potential seaport risk factors in relation to supply chain disruption in Indonesia |
| title_sort | interdependency patterns of potential seaport risk factors in relation to supply chain disruption in indonesia |
| topic | Seaport risk factors Interdependency risk analysis Rule rough set theory Genetic algorithm Association rule mining |
| url | https://doi.org/10.1186/s41072-023-00137-w |
| work_keys_str_mv | AT muhammadrezadobagus interdependencypatternsofpotentialseaportriskfactorsinrelationtosupplychaindisruptioninindonesia AT shinyahanaoka interdependencypatternsofpotentialseaportriskfactorsinrelationtosupplychaindisruptioninindonesia |