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Converted R code into a package
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11 changed files with 154 additions and 19 deletions
136
SAS/REDCap_split.sas
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136
SAS/REDCap_split.sas
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/********************************************************************************
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*
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* FILE: REDCap_split.sas
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*
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* VERSION: 0.0.0
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*
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* PURPOSE: Take a REDCap dataset with multiple events and make into several
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* tables with primary and foreign keys
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*
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* AUTHOR: Paul W. Egeler, M.S., GStat
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*
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* DATE: 22JUN2017
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*
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*******************************************************************************
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*
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* INSTRUCTIONS:
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*
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* 1. Run the SAS code provided by REDCap to import the data
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* BUT COMMENT THIS LINE:
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*
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* format redcap_repeat_instrument redcap_repeat_instrument_.;
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*
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* 2. Download the data dictionary for your project.
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*
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* 3. Run the macro definitions REDCAP_READ_DATA_DICT and REDCAP_SPLIT
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*
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* 4. Run the macro call for REDCAP_READ_DATA_DICT to load in the data dictionry.
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* This is necessary to split the tables correctly.
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*
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* 5. Run the macro call for REDCAP_SPLIT. You will have an output dataset for
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* your main table as well as for each repeating instrument.
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*
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********************************************************************************/
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%MACRO REDCAP_READ_DATA_DICT(
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DATA_DICTIONARY /* The file path for the data dictionary */
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);
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DATA REDCAP_DATA_DICTIONARY;
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LENGTH VAR_NAME $ 200 FORM_NAME $ 200 SECTION_HEADER $ 200 FIELD_TYPE $ 200 X1-X14 $ 2250;
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INFILE "&DATA_DICTIONARY" FIRSTOBS = 2 DSD DLM = "," LRECL=32767;
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INPUT VAR_NAME $ FORM_NAME $ SECTION_HEADER $ FIELD_TYPE $ X1-X14 $;
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IF FIELD_TYPE EQ "descriptive" THEN DELETE;
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DROP SECTION_HEADER FIELD_TYPE X1-X14;
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RUN;
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%MEND REDCAP_READ_DATA_DICT;
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%MACRO REDCAP_SPLIT(
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DATA_DICTIONARY = REDCAP_DATA_DICTIONARY /* The name of the SAS dataset of the data dictionary */,
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DATA_SET = REDCAP /* The name of the SAS dataset created by REDCap */,
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KEY = RECORD_ID /* Variable that links base table with other tables */
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);
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PROC SQL NOPRINT;
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SELECT DISTINCT
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REDCAP_REPEAT_INSTRUMENT,
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"'"!!trim(REDCAP_REPEAT_INSTRUMENT)!!"'" AS INSTRUMENT_QUOTED
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INTO
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:INSTRUMENTS SEPARATED BY ' ',
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:INSTRUMENT_LIST SEPARATED BY ','
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FROM &DATA_SET AS A
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WHERE REDCAP_REPEAT_INSTRUMENT GT '';
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%LET N_SUBTABLES = &SQLOBS;
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%PUT INSTRUMENTS: %LEFT(&INSTRUMENTS);
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%PUT INSTRUMENT LIST: %LEFT(&INSTRUMENT_LIST);
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%PUT N SUBTABLES: %LEFT(&N_SUBTABLES);
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QUIT;
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%IF &N_SUBTABLES GT 0 %THEN %DO;
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PROC SQL NOPRINT;
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SELECT VAR_NAME
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INTO :VARS_BASE SEPARATED BY ' '
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FROM &DATA_DICTIONARY. AS A
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WHERE FORM_NAME NOT IN (&INSTRUMENT_LIST);
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%put Base vars: &VARS_BASE;
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%DO I = 1 %TO &N_SUBTABLES;
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%LET INSTRUMENT_I = %SCAN(&INSTRUMENTS,&I,%STR( ));
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SELECT VAR_NAME
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INTO :VARS_&INSTRUMENT_I. SEPARATED BY ' '
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FROM &DATA_DICTIONARY. AS A
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WHERE FORM_NAME EQ "&INSTRUMENT_I.";
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%put &INSTRUMENT_I. vars: &&VARS_&INSTRUMENT_I;
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%END;
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QUIT;
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DATA &DATA_SET._BASE (KEEP = &VARS_BASE);
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SET &DATA_SET;
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IF MISSING(REDCAP_REPEAT_INSTRUMENT);
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RUN;
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%DO I = 1 %TO &N_SUBTABLES;
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%LET INSTRUMENT_I = %SCAN(&INSTRUMENTS,&I,%STR( ));
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DATA &DATA_SET._&INSTRUMENT_I. (KEEP = &KEY redcap_repeat_instance &&VARS_&INSTRUMENT_I);
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SET &DATA_SET;
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IF REDCAP_REPEAT_INSTRUMENT EQ "&INSTRUMENT_I.";
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RUN;
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%END;
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%END;
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%ELSE %DO;
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%PUT THERE WERE NO REPEAT INSTRUMENTS IN THE DATASET %LEFT(&DATA_SET);
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%PUT NO ACTION WAS TAKEN;
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%END;
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%MEND REDCAP_SPLIT;
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