Supplementary Information for: Forced labor risk is pervasive in the US land-based food supply

Version 1.1
Nicole Tichenor Blackstone; Edgar Rodríguez-Huerta; Kyra Battaglia; Bethany Jackson; Erin Jackson; Catherine Benoit Norris; Jessica L. Decker Sparks, 2023, "Supplementary Information for: Forced labor risk is pervasive in the US land-based food supply", https://doi.org/10.7910/DVN/LEVNP2, Harvard Dataverse, V1, UNF:6:RWROJ91ipkCFimHOIg2Krw== [fileUNF]
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Description
Summary of purpose: This dataset includes supply shares, risk scores, and data quality assessment. For more details, check the methods section (https://doi.org/10.1038/s43016-023-00794-x ). Nature: Supply data is quantitative data collected from Food Agriculture Organisation (FAO) adjusted to represent the share of suppliers from upstream levels of the supply chain. Risk and quality assessment (QA) are qualitative data transformed to quantitative by multiple methods. For more details, check the methods section (https://doi.org/10.1038/s43016-023-00794-x ). Scope of the data: US land-based food supply and forced labor risk associated, considering > 1% import share per item-country. File: 'SI_upstream_paths.csv' includes 16,642 observations (excluding totals which are embedded in the dataset). Meanwhile, files: 'SI_summary_tabular.csv' and 'SI_summary_tabular_AGG.csv' are aggregation with 1,312 and 212 observations respectively. Data timeframe from 2015 to 2019 and was collected between 2021-2022. A detailed description of each variable is in the file "columns_description." (2023-04-18)
Subject Social Sciences; Other; Agricultural Sciences
Keyword forced labor
Related Publication Forced labor risk is pervasive in the US land-based food supply. Nature Food.doi: https://doi.org/10.1038/s43016-023-00794-x
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columns_description.tab
Tabular Data - 7.2 KB
Published Jul 5, 2023
16 Downloads
3 Variables, 63 Observations UNF:6:AJQmKkFjFvcT33wKFnyNOQ==
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README.txt
Plain Text - 3.3 KB
Published Jul 5, 2023
16 Downloads
MD5: 67662c55afd1f7c8f856ab130192ae16
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SI_summary_tabular.tab
Tabular Data - 170.9 KB
Published Jul 5, 2023
22 Downloads
12 Variables, 1312 Observations UNF:6:8e0N3a1hdGZDeFK8CXWaLg==
Summary of the purpose - Unweighted forced labor (FL) risk in US land-based food supply. It is equivalent to the risk of FL when producing or importing a specific product in the country of origin without considering the participation in the supply chain in the United States. Nature of the data - Supply data is quantitative data collected from Food Agriculture Organisation (FAO) adjusted to represent the share of suppliers from upstream levels of the supply chain. Risk and quality assessment (QA) are qualitative data transformed to quantitative by multiple methods. For more details, check the method section (include DOI). Scope of the data - US land-based food supply and forced labor risk associated, considering > 1% import share per item-country. Includes 1,312 observations (excluding totals which are embedded in the dataset). Data collected between 2021-2022 with timeframe from 2015 to 2019. A detailed description of each variable is in the file "columns_description."
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SI_summary_tabular_AGG.tab
Tabular Data - 17.3 KB
Published Jul 5, 2023
22 Downloads
7 Variables, 212 Observations UNF:6:ZPUJpHsVoBxm7EHkfTbzng==
Summary of the purpose - Weighted forced labor (FL) risk in US land-based food supply. It is equivalent to the total FL risk (mrh-eq per ton) considering the participation in the supply chain in the United States. Nature of the data - Supply data is quantitative data collected from Food Agriculture Organisation (FAO) adjusted to represent the share of suppliers from upstream levels of the supply chain. Risk and quality assessment (QA) are qualitative data transformed to quantitative by multiple methods. For more details, check the method section (include DOI). Scope of the data - US land-based food supply and forced labor risk associated, considering > 1% import share per item-country. Includes 212 observations (excluding totals which are embedded in the dataset). Data collected between 2021-2022 with timeframe from 2015 to 2019. A detailed description of each variable is in the file "columns_description."
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SI_upstream_paths.tab
Tabular Data - 5.3 MB
Published Jul 5, 2023
18 Downloads
44 Variables, 16854 Observations UNF:6:Mtym4SPcUR/B8xMyADUEuQ==
Summary of the purpose - Detailed results of manuscript 'Revealing forced labor (FL) risk in the US land-based food supply' Data shows the share of each item-country combination in the supply chain (food) along with the associated forced labor risk. Includes data quality assessment (QA) values where 1 is the best data quality. For more details, check the method section (include DOI). Nature of the data - Supply data is quantitative data collected from Food Agriculture Organisation (FAO) adjusted to represent the share of suppliers from upstream levels of the supply chain. Risk and quality assessment (QA) are qualitative data transformed to quantitative by multiple methods. For more details, check the method section (include DOI). Scope of the data - US land-based food supply and forced labor risk associated, considering > 1% import share per item-country. Includes 16,642 observations (excluding totals which are embedded in the dataset). Data collected between 2021-2022 with timeframe from 2015 to 2019. A detailed description of each variable is in the file "columns_description."
Preview "SI_upstream_paths.tab" Preview "SI_upstream_paths.tab"
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