[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-174051-en":3,"doc-seo-174051-105":30,"detail-sidebar-cat-1-en-105":91},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":11,"category_id":12,"category_name":13,"doc_title":14,"doc_description":15,"doc_content":16,"file_id":17,"file_url":18,"file_type":19,"file_size":20,"view_count":4,"is_deleted":4,"is_public":11,"is_downloadable":11,"audit_status":11,"page_count":21,"language":22,"language_code":23,"site_id":24,"html_lang":23,"table_of_contents":25,"faqs":26,"seo_title":27,"seo_description":15,"update_tm":28,"read_time":29},174051,549768702563,"Fahsai","https://ap-avatar.wpscdn.com/avatar/8000c4aa63b76e948b?x-image-process=image/resize,m_fixed,w_180,h_180&k=1786536092046926083",1,11,"Presentations","README Template for Reproducibility Packages","README template for reproducibility packages, guiding authors and replicators on how to document study materials so results can be reliably replicated. It defines required sections such as Overview, Data Availability, Instructions for Replicators, List of Exhibits, and Requirements, and explains how to describe datasets, sources, access details, rights, software dependencies, and storage/runtime constraints. The template supports consistent replication by specifying exact filenames, URLs, variable names, and access dates, plus steps to run main scripts.","README Template for Reproducibility Packages\nThis README template is designed to be included in reproducibility packages to provide directions for replicating the results in the research paper. The sections mentioned below should be included to guide users through the replication process. This template is meant to offer guidance, and authors should feel free to adapt and expand upon it.\nThis is a simplified version of the social science data editors template, see \u0013 HYPERLINK \"https://github.com/social-science-data-editors/template_README/blob/release-candidate/templates/README.md.\" \\h \u0014here\u0015\nContents\n\u0013 HYPERLINK \\l \"overview\" \\h \u0014Overview\u0015\n\u0013 HYPERLINK \\l \"data-availability\" \\h \u0014Data Availability\u0015\n\u0013 HYPERLINK \\l \"instructions-for-replicators\" \\h \u0014Instructions for Replicators\u0015\n\u0013 HYPERLINK \\l \"list-of-exhibits\" \\h \u0014List of Exhibits\u0015\n\u0013 HYPERLINK \\l \"requirements\" \\h \u0014Requirements\u0015\nThe rest of the contents of this README file is highly desirable, but not strictly needed for reproducibility. The points above are needed.\n\u0013 HYPERLINK \\l \"code-description\" \\h \u0014Code Description\u0015\n\u0013 HYPERLINK \\l \"folder-structure\" \\h \u0014Folder Structure\u0015\nOverview\nBegin by offering a concise overview for the replicator regarding the materials included in the package and provide a brief guide on how to proceed from start to finish. Ensure to include any crucial information that replicators should be aware of.\nData Availability\nThis section will outline where and how the data supporting the findings of the study can be accessed and used. This is crucial, especially for replicating the results, as only the same data will be able to produce consistent results. Make sure to list all the datasets used and categorize them as follows:\n☐ All data are publicly available.\n☐ Some data cannot be made publicly available.\n☐ No data can be made publicly available.\nData Sources\nProvide detailed information about the data sources, whether obtained from public repositories, institutional databases, or other sources. Include instructions on how others can access the data, including where it can be downloaded and the names under which it is cataloged. This is particularly important for replicators to ensure consistent results by using the same datasets. For example, if the package uses the World Bank’s World Development Indicators, ensure to add the URL, variable names, and file names exactly as they appear on the portal, and the year the data was accessed.\nYou can use the following as a template. Make sure to fill out this information for each of the data files used:\nFilename 1: Exact file name as shown on the source website\nSource: Name of the source website\nURL: Exact downloadable URL of the data used\nAccess year: Date when the data was accessed. This is especially important as data can be updated, and replicators should know the exact time when the data was downloaded.\nVariable names (optional): This is useful when only data for certain variables is downloaded, such as when using the World Bank’s World Development Indicators data.\nLicense (optional): While this is not mandatory, it is great to know under which license the data is available to understand if it is public or private, or publication limitations.\nStatement about Rights\n☐ I certify that the author(s) of the manuscript have legitimate access to and permission to use the data used in this manuscript.\n☐ I certify that the author(s) of the manuscript have documented permission to redistribute/publish the data contained within this replication package. Appropriate permission are documented in the LICENSE.txt file.\nInstructions for Replicators\nNew users should follow these steps to run the package successfully: - Users must first have access to all data files if they are not included in the reproducibility package. They should go to the mentioned links, download the listed files, and place them in the data folder. - Update the following files with your directory paths\nmain_dofile.do\nEnsure all required software and depe","cbCaie8LCFVbDrYP","https://ap.wps.com/l/cbCaie8LCFVbDrYP","docx",21749,5,"English","en",105,"# Overview\n# Data Availability\n## Data Sources\n## Statement about Rights\n# Instructions for Replicators\n# List of Exhibits\n# Requirements\n## Computational Requirements\n## Software Requirements\n## Memory, Runtime and Storage Requirements\n# Code Description","[{\"question\":\"What sections are required in the reproducibility package README?\",\"answer\":\"The template specifies Overview, Data Availability, Instructions for Replicators, List of Exhibits, and Requirements as needed for replication guidance.\"},{\"question\":\"How should data availability be described?\",\"answer\":\"List each dataset and categorize whether all data are publicly available, some cannot be public, or no data can be public, then provide detailed access information for each data source.\"},{\"question\":\"What information is expected under Requirements for successful replication?\",\"answer\":\"Include computational environment details, software dependencies with versions, and memory/runtime/storage information so users can reproduce results consistently.\"}]","README Template for Reproducibility Packages | 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sections are required in the reproducibility package README?","Question",{"text":75,"@type":76},"The template specifies Overview, Data Availability, Instructions for Replicators, List of Exhibits, and Requirements as needed for replication guidance.","Answer",{"name":78,"@type":73,"acceptedAnswer":79},"How should data availability be described?",{"text":80,"@type":76},"List each dataset and categorize whether all data are publicly available, some cannot be public, or no data can be public, then provide detailed access information for each data source.",{"name":82,"@type":73,"acceptedAnswer":83},"What information is expected under Requirements for successful replication?",{"text":84,"@type":76},"Include computational environment details, software dependencies with versions, and memory/runtime/storage information so users can reproduce results 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