{ "_id": "6a1f09e6b401979e7341c437", "Package": "REDCapR", "Title": "Interaction Between R and REDCap", "Description": "Encapsulates functions to streamline calls from R to the\nREDCap API. REDCap (Research Electronic Data CAPture) is a web\napplication for building and managing online surveys and\ndatabases developed at Vanderbilt University. The Application\nProgramming Interface (API) offers an avenue to access and\nmodify data programmatically, improving the capacity for\nliterate and reproducible programming.", "Version": "1.6.0.9001", "Authors@R": "c(person(\"Will\", \"Beasley\", role = c(\"aut\", \"cre\"), email =\n\"wibeasley@hotmail.com\", comment = c(ORCID = \"0000-0002-5613-5006\")),\nperson(\"David\", \"Bard\", role = \"ctb\", comment = c(ORCID = \"0000-0002-3922-8489\")),\nperson(\"Thomas\", \"Wilson\", role = \"ctb\"), person(given=\"John J\",\nfamily=\"Aponte\", role = \"ctb\", email=\"john.aponte@isglobal.org\"),\nperson(\"Rollie\", \"Parrish\", role = \"ctb\", email =\n\"rparrish@flightweb.com\", comment = c(ORCID = \"0000-0001-8858-6381\")),\nperson(\"Benjamin\", \"Nutter\",\nrole = \"ctb\"), person(\"Andrew\", \"Peters\",\nrole = \"ctb\", comment = c(ORCID = \"0000-0003-2487-1268\")), person(\"Hao\", \"Zhu\",\nrole = \"ctb\",\ncomment = c(ORCID = \"0000-0002-3386-6076\")), person(\"Janosch\", \"Linkersdörfer\",\nrole = \"ctb\",\ncomment = c(ORCID = \"0000-0002-1577-1233\")), person(\"Jonathan\", \"Mang\",\nrole = \"ctb\",\ncomment = c(ORCID = \"0000-0003-0518-4710\")), person(\"Felix\", \"Torres\",\nrole = \"ctb\", email = \"fetorres@ucsd.edu\"), person(\"Philip\", \"Chase\",\nrole = \"ctb\", email = \"pbc@ufl.edu\",\ncomment = c(ORCID = \"0000-0002-5318-9420\")), person(\"Victor\", \"Castro\",\nrole = \"ctb\", email = \"vcastro@mgh.harvard.edu\",\ncomment = c(ORCID = \"0000-0001-7390-6354\")), person(\"Greg\", \"Botwin\",\nrole = \"ctb\"), person(\"Stephan\", \"Kadauke\",\nrole = \"ctb\",\ncomment = c(ORCID = \"0000-0003-2996-8034\")), person(\"Ezra\", \"Porter\",\nrole = \"ctb\",\ncomment = c(ORCID = \"0000-0002-4690-8343\")), person(\"Matthew\", \"Schuelke\",\nrole = \"ctb\", email=\"matt@themadstatter.com\",\ncomment = c(ORCID = \"0000-0001-5755-1725\")))", "URL": "https://ouhscbbmc.github.io/REDCapR/,\nhttps://github.com/OuhscBbmc/REDCapR,\nhttps://www.ouhsc.edu/bbmc/, https://projectredcap.org", "BugReports": "https://github.com/OuhscBbmc/REDCapR/issues", "License": "MIT + file LICENSE", "VignetteBuilder": "knitr", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "Roxygen": "list(markdown = TRUE)", "Config/testthat/edition": "3", "Language": "en-US", "Config/pak/sysreqs": "libicu-dev libssl-dev libx11-dev", "Repository": "https://ouhscbbmc.r-universe.dev", "Date/Publication": "2026-02-16 23:41:49 UTC", "RemoteUrl": "https://github.com/ouhscbbmc/redcapr", "RemoteRef": "HEAD", "RemoteSha": "5f40ab5fafc128ae4525a8cad4bf1fb938e449bf", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-18 05:55:38 UTC", "User": "root" }, "Author": "Will Beasley [aut, cre] (ORCID:\n),\nDavid Bard [ctb] (ORCID: ),\nThomas Wilson [ctb],\nJohn J Aponte [ctb],\nRollie Parrish [ctb] (ORCID: ),\nBenjamin Nutter [ctb],\nAndrew Peters [ctb] (ORCID: ),\nHao Zhu [ctb] (ORCID: ),\nJanosch Linkersdörfer [ctb] (ORCID:\n),\nJonathan Mang [ctb] (ORCID: ),\nFelix Torres [ctb],\nPhilip Chase [ctb] (ORCID: ),\nVictor Castro [ctb] (ORCID: ),\nGreg Botwin [ctb],\nStephan Kadauke [ctb] (ORCID: ),\nEzra Porter [ctb] (ORCID: ),\nMatthew Schuelke [ctb] (ORCID: )", "Maintainer": "Will Beasley ", "MD5sum": "486036b9502ed6bded371d333555dfed", "_user": "ouhscbbmc", "_type": "src", "_file": "REDCapR_1.6.0.9001.tar.gz", "_fileid": "8e4cc28dba98856e6468a06a074ca6f26e15c7c0f4adf0b5eda94c8056185fff", "_filesize": 1427231, "_sha256": "8e4cc28dba98856e6468a06a074ca6f26e15c7c0f4adf0b5eda94c8056185fff", "_created": "2026-05-18T05:55:38.000Z", "_published": "2026-06-02T16:50:46.496Z", "_distro": "noble", "_jobs": [ { "job": 79124802535, "time": 149, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7050506533" }, { "job": 79124802544, "time": 148, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7050506276" }, { "job": 79124802431, "time": 84, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7050494443" }, { "job": 79124802592, "time": 101, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7050497601" }, { "job": 79124802353, "time": 199, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7050477609" }, { "job": 79124801745, "time": 121, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7364260768" }, { "job": 79124802332, "time": 104, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7050498244" }, { "job": 79124802501, "time": 103, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7050498063" }, { "job": 79124802771, "time": 89, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7050495563" } ], "_buildurl": "https://github.com/r-universe/ouhscbbmc/actions/runs/26016084080", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/ouhscbbmc/redcapr", "_commit": { "id": "5f40ab5fafc128ae4525a8cad4bf1fb938e449bf", "author": "Will Beasley ", "committer": "GitHub ", "message": "Merge pull request #597 from OuhscBbmc/dev\n\ncorrect pkgdown index", "time": 1771285309 }, "_maintainer": { "name": "Will Beasley", "email": "wibeasley@hotmail.com", "login": "wibeasley", "orcid": "0000-0002-5613-5006", "description": "Professor of Research; Associate Director of Office of Clinical Research Informatics, University of Oklahoma Health Campus", "uuid": 1372890 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "checkmate", "version": ">= 2.0", "role": "Imports" }, { "package": "dplyr", "version": ">= 1.0", "role": "Imports" }, { "package": "httr", "version": ">= 1.4.0", "role": "Imports" }, { "package": "jsonlite", "role": "Imports" }, { "package": "magrittr", "version": ">= 1.5", "role": "Imports" }, { "package": "methods", "role": "Imports" }, { "package": "readr", "version": ">= 2.0", "role": "Imports" }, { "package": "rlang", "version": ">= 0.4", "role": "Imports" }, { "package": "tibble", "version": ">= 2.0", "role": "Imports" }, { "package": "tidyr", "version": ">= 1.0", "role": "Imports" }, { "package": "spelling", "role": "Suggests" }, { "package": "covr", "version": ">= 3.4", "role": "Suggests" }, { "package": "DBI", "version": ">= 1.1", "role": "Suggests" }, { "package": "kableExtra", "version": ">= 1.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "odbc", "version": ">= 1.1.1", "role": "Suggests" }, { "package": "purrr", "version": ">= 0.3.4", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "sessioninfo", "version": ">= 1.1.1", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0", "role": "Suggests" }, { "package": "tidyselect", "role": "Suggests" }, { "package": "yaml", "role": "Suggests" } ], "_owner": "ouhscbbmc", "_selfowned": true, "_usedby": 7, "_updates": [ { "week": "2025-32", "n": 3 }, { "week": "2025-33", "n": 1 }, { "week": "2025-37", "n": 2 }, { "week": "2025-41", "n": 1 }, { "week": "2025-42", "n": 1 }, { "week": "2025-48", "n": 1 }, { "week": "2025-51", "n": 1 }, { "week": "2026-07", "n": 1 }, { "week": "2026-08", "n": 1 } ], "_tags": [ { "name": "v1.5.0", "date": "2025-08-07" }, { "name": "v1.6.0", "date": "2025-10-07" } ], "_topics": [ "redcap", "redcap-api" ], "_stars": 134, "_contributors": [ { "user": "wibeasley", "count": 2170, "uuid": 1372890 }, { "user": "ezraporter", "count": 9, "uuid": 60618324 }, { "user": "pwildenhain", "count": 7, "uuid": 35195136 }, { "user": "rparrish", "count": 6, "uuid": 1270568 }, { "user": "januz", "count": 5, "uuid": 1440498 }, { "user": "arpeters", "count": 4, "uuid": 8259862 }, { "user": "joundso", "count": 4, "uuid": 56686638 }, { "user": "vcastro", "count": 4, "uuid": 1738286 }, { "user": "johnaponte", "count": 4, "uuid": 3891174 }, { "user": "nutterb", "count": 3, "uuid": 1848445 }, { "user": "the-mad-statter", "count": 3, "uuid": 16258629 }, { "user": "jmbarbone", "count": 2, "uuid": 38573843 }, { "user": "hatemhosny", "count": 2, "uuid": 10176547 }, { "user": "pbchase", "count": 2, "uuid": 3356493 }, { "user": "jrob95", "count": 2, "uuid": 93294554 }, { "user": "blaircooper", "count": 2, "uuid": 36686538 }, { "user": "brandonerose", "count": 1, "uuid": 73004123 }, { "user": "daynefiler", "count": 1, "uuid": 10778237 }, { "user": "haozhu233", "count": 1, "uuid": 7014590 }, { "user": "katrinleinweber", "count": 1, "uuid": 9948149 }, { "user": "thomasnwilson", "count": 1, "uuid": 2464332 } ], "_userbio": { "uuid": 5059836, "type": "organization", "name": "OUHSC BBMC", "description": "Biomedical and Behavioral Methodology Core (University of Oklahoma Health Sciences Center)" }, "_downloads": { "count": 1805, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/REDCapR" }, "_devurl": "https://github.com/ouhscbbmc/redcapr", "_pkgdown": "https://ouhscbbmc.github.io/REDCapR/", "_searchresults": 499, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/REDCapR.html", "manual.pdf" ], "_homeurl": "https://github.com/ouhscbbmc/redcapr", "_realowner": "ouhscbbmc", "_cranurl": true, "_releases": [ { "version": "0.4-28", "date": "2014-09-20" }, { "version": "0.7-1", "date": "2014-12-18" }, { "version": "0.9.0", "date": "2015-08-15" }, { "version": "0.9.3", "date": "2015-08-26" }, { "version": "0.9.7", "date": "2016-09-09" }, { "version": "0.9.8", "date": "2017-05-18" }, { "version": "0.10.2", "date": "2019-09-23" }, { "version": "0.11.0", "date": "2020-04-22" }, { "version": "1.0.0", "date": "2021-07-22" }, { "version": "1.1.0", "date": "2022-08-10" }, { "version": "1.2.0", "date": "2024-09-09" }, { "version": "1.3.0", "date": "2024-10-23" }, { "version": "1.4.0", "date": "2025-01-11" }, { "version": "1.5.0", "date": "2025-08-01" }, { "version": "1.6.0", "date": "2025-10-08" } ], "_exports": [ "checkbox_choices", "constant", "constant_to_access", "constant_to_export_rights", "constant_to_form_completion", "constant_to_form_rights", "create_batch_glossary", "create_credential_local", "redcap_arm_export", "redcap_column_sanitize", "redcap_dag_read", "redcap_delete", "redcap_download_file_oneshot", "redcap_download_instrument", "redcap_event_instruments", "redcap_event_read", "redcap_file_download_oneshot", "redcap_file_repo_list_oneshot", "redcap_file_upload_oneshot", "redcap_instrument_download", "redcap_instrument_repeating", "redcap_instruments", "redcap_log_read", "redcap_metadata_coltypes", "redcap_metadata_read", "redcap_metadata_write", "redcap_next_free_record_name", "redcap_project", "redcap_project_info_read", "redcap_read", "redcap_read_oneshot", "redcap_report", "redcap_survey_link_export_oneshot", "redcap_upload_file_oneshot", "redcap_users_export", "redcap_variables", "redcap_version", "redcap_write", "redcap_write_oneshot", "regex_named_captures", "retrieve_credential_local", "retrieve_credential_mssql", "sanitize_token", "validate_data_frame_inherits", "validate_field_names", "validate_for_write", "validate_no_logical", "validate_record_id_name", "validate_repeat_instance", "validate_uniqueness" ], "_help": [ { "page": "collapse_vector", "title": "Collapse a vector of values into a single string when necessary", "topics": [ "collapse_vector" ] }, { "page": "constant", "title": "Collection of REDCap-specific constants", "topics": [ "constant", "constant_to_access", "constant_to_export_rights", "constant_to_form_completion", "constant_to_form_rights" ] }, { "page": "create_batch_glossary", "title": "Creates a dataset that help batching long-running read and writes", "topics": [ "create_batch_glossary" ] }, { "page": "kernel_api", "title": "REDCapR internal function for calling the REDCap API", "topics": [ "kernel_api" ] }, { "page": "metadata_utilities", "title": "Manipulate and interpret the metadata of a REDCap project", "topics": [ "checkbox_choices", "metadata_utilities", "regex_named_captures" ] }, { "page": "redcap_arm_export", "title": "Export Arms", "topics": [ "redcap_arm_export" ] }, { "page": "redcap_column_sanitize", "title": "Sanitize to adhere to REDCap character encoding requirements", "topics": [ "redcap_column_sanitize" ] }, { "page": "redcap_dag_read", "title": "Read data access groups from a REDCap project", "topics": [ "redcap_dag_read" ] }, { "page": "redcap_delete", "title": "Delete records in a REDCap project", "topics": [ "redcap_delete" ] }, { "page": "redcap_event_instruments", "title": "Enumerate the instruments to event mappings", "topics": [ "redcap_event_instruments" ] }, { "page": "redcap_event_read", "title": "Export Events", "topics": [ "redcap_event_read" ] }, { "page": "redcap_file_download_oneshot", "title": "Download a file from a REDCap project record", "topics": [ "redcap_download_file_oneshot", "redcap_file_download_oneshot" ] }, { "page": "redcap_file_repo_list_oneshot", "title": "Export a List of Files/Folders from the File Repository", "topics": [ "redcap_file_repo_list_oneshot" ] }, { "page": "redcap_file_upload_oneshot", "title": "Upload a file into to a REDCap project record", "topics": [ "redcap_file_upload_oneshot", "redcap_upload_file_oneshot" ] }, { "page": "redcap_instrument_download", "title": "Download REDCap Instruments", "topics": [ "redcap_download_instrument", "redcap_instrument_download" ] }, { "page": "redcap_instrument_repeating", "title": "Enumerate repeating instruments and events", "topics": [ "redcap_instrument_repeating" ] }, { "page": "redcap_instruments", "title": "Enumerate the instruments (forms)", "topics": [ "redcap_instruments" ] }, { "page": "redcap_log_read", "title": "Get the logging of a project.", "topics": [ "redcap_log_read" ] }, { "page": "redcap_metadata_coltypes", "title": "Suggests a col_type for each field in a REDCap project", "topics": [ "redcap_metadata_coltypes" ] }, { "page": "redcap_metadata_read", "title": "Export the metadata of a REDCap project", "topics": [ "redcap_metadata_read" ] }, { "page": "redcap_metadata_write", "title": "Import metadata of a REDCap project", "topics": [ "redcap_metadata_write" ] }, { "page": "redcap_next_free_record_name", "title": "Determine free available record ID", "topics": [ "redcap_next_free_record_name" ] }, { "page": "redcap_project", "title": "A Reference Class to make later calls to REDCap more convenient", "topics": [ "redcap_project" ] }, { "page": "redcap_project_info_read", "title": "Export project information.", "topics": [ "redcap_project_info_read" ] }, { "page": "redcap_read", "title": "Read records from a REDCap project in subsets, and stacks them together before returning a dataset", "topics": [ "redcap_read" ] }, { "page": "redcap_read_eav_oneshot", "title": "Read/Export records from a REDCap project, returned as eav", "topics": [ "redcap_read_eav_oneshot" ] }, { "page": "redcap_read_oneshot", "title": "Read/Export records from a REDCap project", "topics": [ "redcap_read_oneshot" ] }, { "page": "redcap_read_oneshot_eav", "title": "Read/Export records from a REDCap project -still in development", "topics": [ "redcap_read_oneshot_eav" ] }, { "page": "redcap_report", "title": "Read/Export records that populate a REDCap report", "topics": [ "redcap_report" ] }, { "page": "redcap_survey_link_export_oneshot", "title": "Get survey link from REDCap", "topics": [ "redcap_survey_link_export_oneshot" ] }, { "page": "redcap_users_export", "title": "List authorized users", "topics": [ "redcap_users_export" ] }, { "page": "redcap_variables", "title": "Enumerate the exported variables", "topics": [ "redcap_variables" ] }, { "page": "redcap_version", "title": "Determine version of REDCap instance", "topics": [ "redcap_version" ] }, { "page": "redcap_write", "title": "Write/Import records to a REDCap project", "topics": [ "redcap_write" ] }, { "page": "redcap_write_oneshot", "title": "Write/Import records to a REDCap project", "topics": [ "redcap_write_oneshot" ] }, { "page": "replace_nas_with_explicit", "title": "Create explicit factor level for missing values", "topics": [ "replace_nas_with_explicit" ] }, { "page": "retrieve_credential", "title": "Read a token and other credentials from a (non-REDCap) database or file", "topics": [ "create_credential_local", "retrieve_credential", "retrieve_credential_local", "retrieve_credential_mssql" ] }, { "page": "sanitize_token", "title": "Validate and sanitize the user's REDCap token", "topics": [ "sanitize_token" ] }, { "page": "to_api_array", "title": "Convert a vector to the array format expected by the REDCap API", "topics": [ "to_api_array" ] }, { "page": "validate", "title": "Inspect a dataset to anticipate problems before writing to a REDCap project", "topics": [ "validate", "validate_data_frame_inherits", "validate_field_names", "validate_for_write", "validate_no_logical", "validate_record_id_name", "validate_repeat_instance", "validate_uniqueness" ] } ], "_pkglogo": "https://github.com/ouhscbbmc/redcapr/raw/HEAD/man/figures/logo.svg", "_readme": "https://github.com/ouhscbbmc/redcapr/raw/HEAD/README.md", "_rundeps": [ "askpass", "backports", "bit", "bit64", "checkmate", "cli", "clipr", "cpp11", "crayon", "curl", "dplyr", "generics", "glue", "hms", "httr", "jsonlite", "lifecycle", "magrittr", "mime", "openssl", "pillar", "pkgconfig", "prettyunits", "progress", "purrr", "R6", "readr", "rlang", "stringi", "stringr", "sys", "tibble", "tidyr", "tidyselect", "tzdb", "utf8", "vctrs", "vroom", "withr" ], "_vignettes": [ { "source": "advanced-redcapr-operations.Rmd", "filename": "advanced-redcapr-operations.html", "title": "Advanced REDCapR Operations", "engine": "knitr::rmarkdown", "headings": [ "Next Steps", "Set project-wide values", "Converting from tall/long to wide", "Query the Underlying MySQL Database", "SSL Options", "Convert SPSS Output to REDCap data dictionary", "Session Information" ], "created": "2017-03-29 07:43:33", "modified": "2025-01-11 00:15:39", "commits": 21 }, { "source": "BasicREDCapROperations.Rmd", "filename": "BasicREDCapROperations.html", "title": "Basic REDCapR Operations", "engine": "knitr::rmarkdown", "headings": [ "Reading REDCap Data", "Set project-wide values", "Read all records and fields", "Read a subset of the records", "Read a subset of the fields", "Read a subset of records, conditioned on the values in some variables", "Additional Returned Information", "Session Information" ], "created": "2013-11-29 06:40:34", "modified": "2025-01-11 00:15:39", "commits": 39 }, { "source": "longitudinal-and-repeating.Rmd", "filename": "longitudinal-and-repeating.html", "title": "Retrieving Longitudinal and Repeating Structures", "author": "Will Beasley, Stephan Kaduke", "engine": "knitr::rmarkdown", "headings": [ "Background", "Illustration of How Data Points are Structured", "Possible Table Structures", "Table 1: patient grain", "Table 2: observation grain for intake instrument", "Table 3a: patient-time grain for blood_pressure instrument", "Table 3b: patient-time grain for laboratory instrument", "Table 4: observation grain for intake, blood_pressure, and laboratory instruments", "Table 5: mishmashed grain", "Terminology", "observation", "Retrieving from REDCap", "One REDCapR Call for Each Table", "Retrieve patient-level table (corresponding to Table 1)", "Retrieve patient-time-level tables (corresponding to Tables 3a & 3b)", "Retrieve block tables (corresponding to Table 5)", "One REDCapTidieR Call for All Tables", "Choosing between the Approaches", "Escalating to REDCapR", "Advanced", "Longitudinal", "Caching Results to Improve Performance", "Caching Results for other Languages", "Session Information" ], "created": "2022-09-29 01:19:28", "modified": "2026-02-12 20:36:48", "commits": 13 }, { "source": "SecurityDatabase.Rmd", "filename": "SecurityDatabase.html", "title": "Security Database", "engine": "knitr::rmarkdown", "headings": [ "Description", "Create a DSN on each client", "Note", "Create Database", "Create user credentials to the auxiliary database", "Transfer Credentials", "Document Info" ], "created": "2014-09-08 01:41:50", "modified": "2025-01-11 00:15:39", "commits": 16 }, { "source": "TroubleshootingApiCalls.Rmd", "filename": "TroubleshootingApiCalls.html", "title": "Troubleshooting REDCap API Calls", "engine": "knitr::rmarkdown", "headings": [ "Language Agnostic", "Server Configuration and Authorization", "Reading", "Writing", "Common Gotchas", "R", "Reading without a Package", "Reading with the REDCapR Package", "Reading with the redcapAPI Package", "General Information", "Troubleshooting Strategies", "Resources", "Document Info" ], "created": "2014-07-02 20:45:20", "modified": "2026-02-16 23:41:49", "commits": 53 }, { "source": "workflow-read.Rmd", "filename": "workflow-read.html", "title": "Typical REDCap Workflow for a Data Analyst", "author": "Will Beasley, Geneva Marshall, & Thomas Wilson, Biomedical & Behavior Methodology Core, OUHSC Pediatrics", "engine": "knitr::rmarkdown", "headings": [ "Part 1 - Pre-requisites", "Verify REDCapR is installed", "Verify REDCap Access", "Review Codebook", "Part 2 - Retrieve Protected Token", "Security Method 1: Token File", "Security Method 2: Token Server", "Part 3 - Read Data: Unstructured Approach", "Part 4 - Read Data: Choosing Columns and Rows", "Specify Record IDs", "Specify Row Filter", "Specify Column Names", "Part 5 - Read Data: Structured Approach", "Specify Column Names & Types", "Specify Everything is a Character", "Part 6 - Next Steps", "Other REDCapR Resources", "Create an Arch for Reuse", "Downstream Reproducible Reports", "Batching", "Writing to the Server", "Notes", "Session Information" ], "created": "2021-07-09 07:02:09", "modified": "2026-02-12 20:36:48", "commits": 19 }, { "source": "workflow-write.Rmd", "filename": "workflow-write.html", "title": "Writing to a REDCap Project", "author": "Will Beasley Biomedical & Behavior Methodology Core, OUHSC Pediatrics;;Raymond Balise, University of Miami School of MedicineStephan Kadauke, Children's Hospital of Philadelphia", "engine": "knitr::rmarkdown", "headings": [ "Part 1 - Intro", "Strategy", "Pre-requisites", "Retrieve Token", "Datasets to Write to Server", "Part 2 - Write Data: One row per patient", "Prep: Stoplight Fields", "Prep: REDCapR::validate_for_write()", "Prep: Write Small Subset First", "Prep: Recode Variables where Necessary", "Write Entire Patient-level Table", "Part 3 - Write Data: Repeating Instrument", "Add Plumbing Variables", "Writing Repeating Instrument Variables", "Part 4 - Next Steps", "More Complexity", "Batching", "Manual vs API", "REDCap's CDIS", "Notes", "Session Information" ], "created": "2023-06-04 00:44:40", "modified": "2026-02-12 20:36:48", "commits": 8 } ], "_score": 12.203242394417375, "_indexed": true, "_nocasepkg": "redcapr", "_universes": [ "ouhscbbmc", "wibeasley" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.6.0.9001", "date": "2026-05-18T05:58:07.000Z", "distro": "noble", "commit": "5f40ab5fafc128ae4525a8cad4bf1fb938e449bf", "fileid": "6c640184361f34725456b5cc64b614912ea0eaeacd862c1c05406954e20a6e9d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ouhscbbmc/actions/runs/26016084080" }, { "r": "4.6.0", "os": "linux", "version": "1.6.0.9001", "date": "2026-05-18T05:58:05.000Z", "distro": "noble", "commit": "5f40ab5fafc128ae4525a8cad4bf1fb938e449bf", "fileid": "d2b7edabbc8f2f0b51a4048b87cfd908dafcfedbd8903ef5cebcfb40498645d5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ouhscbbmc/actions/runs/26016084080" }, { "r": "4.5.3", "os": "mac", "version": "1.6.0.9001", "date": "2026-05-18T05:57:11.000Z", "commit": "5f40ab5fafc128ae4525a8cad4bf1fb938e449bf", "fileid": "af20990fb098a2f29aba2390a322ea16aa221704a93e8c7bb68bf8e3d43c232e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ouhscbbmc/actions/runs/26016084080" }, { "r": "4.6.0", "os": "mac", "version": "1.6.0.9001", "date": "2026-05-18T05:57:24.000Z", "commit": "5f40ab5fafc128ae4525a8cad4bf1fb938e449bf", "fileid": "afd6737982f8f1bc028a60769a000aa62157b780d6171aa64f1133e32bfda7d2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ouhscbbmc/actions/runs/26016084080" }, { "r": "4.7.0", "os": "win", "version": "1.6.0.9001", "date": "2026-05-18T05:57:08.000Z", "commit": "5f40ab5fafc128ae4525a8cad4bf1fb938e449bf", "fileid": "ae20e9fc9d7134823bc08a7366d1ca3e7de35501a6d5b3e801677de1b13de529", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ouhscbbmc/actions/runs/26016084080" }, { "r": "4.5.3", "os": "win", "version": "1.6.0.9001", "date": "2026-05-18T05:57:08.000Z", "commit": "5f40ab5fafc128ae4525a8cad4bf1fb938e449bf", "fileid": "a4c9e6c476894ee0c78219c2df612d51f3ac7e6d519d62704342e70ab814f954", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ouhscbbmc/actions/runs/26016084080" }, { "r": "4.6.0", "os": "win", "version": "1.6.0.9001", "date": "2026-05-18T05:56:55.000Z", "commit": "5f40ab5fafc128ae4525a8cad4bf1fb938e449bf", "fileid": "b674e5ae7344be504c5bea64efccfb69ad2926c196c7237d7d2f28258e34bbb5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/ouhscbbmc/actions/runs/26016084080" }, { "r": "4.6.0", "os": "wasm", "version": "1.6.0.9001", "date": "2026-06-02T16:50:21.000Z", "commit": "5f40ab5fafc128ae4525a8cad4bf1fb938e449bf", "fileid": "e5c7dc89eba1607fce0be7076b8e71add38f635b1cd46680ef5819c471fffce4", "status": "success", "buildurl": "https://github.com/r-universe/ouhscbbmc/actions/runs/26016084080" } ] }