/****************************************************************************** Project: Immigration Data Linkage Project (ircc_link) File: S:\ircc_link\prog\gillesd\concept_samples\outmigration.sas Programmer: Gilles R. Detillieux First Created: Sep. 8, 2022 Revisions: none Input datasets: registry.ircc_crosswalk_1985jan: IRCC linkage dataset registry.ircc_legacy_landing_1985jan: IRCC landing data from 1985 to 1999 registry.ircc_landing_2000jan: IRCC landing data from 2000 to 2017 registry.mhmrs_1970jun: MH insurance registry Description: This program finds landing date of immigrants living in Manitoba, for anyone listed in the IRCC immigration landing datasets and crosswalk, then gets the first MB health insurance registry coverage episode ending after landing, to calculate rates of outmigration of permanent residents in Manitoba. ******************************************************************************/ options nocenter; *** Get immigrant cohort from IRCC crosswalk file, include all valid linkages; *** and sort by IRCC's IDNO identifier; proc sort data=registry.ircc_crosswalk_1985jan (keep=filephin filephintype idno acqdt where=(filephintype in ('0','1') and acqdt = '14may2019'd)) out=ircccw (drop=filephintype rename=(filephin=scrphin)) nodupkey; by idno filephin; run; *** Get arrival & landing dates from legacy and current landing datasets; data landing; set registry.ircc_legacy_landing_1985jan (in=in_ll keep=idno arrival_dt landing_dt acqdt) registry.ircc_landing_2000jan (in=in_cl keep=idno arrival_dt landing_dt acqdt); where acqdt = '14may2019'd; run; *** sort landing data, then merge with crosswalk data, by IDNO identifier; proc sort data=landing; by idno landing_dt; run; data landing; merge ircccw (in=in_cw) landing (in=in_la); by idno; * keep all individuals with linkage and landing records; if in_cw & in_la; run; *** sort by PHIN for duplicate detection; proc sort data=landing; by scrphin landing_dt; run; *** avoid duplicate PHINs and keep earliest landing record per person; data landing; set landing; by scrphin landing_dt; * keep one record per valid PHIN; if first.scrphin & scrphin ^= .; run; *** coverage episodes pulled from registry using regcov macro; *** ignore coverage gaps of 360 days or less; %regcov(dsname=landing, startdt=01jan1985, enddt=30nov2019, id=scrphin, outds=regcov, gapdays=360); *** sort by person so we can merge with grouped landing data; proc sort data=regcov; by scrphin covdt enddt; run; *** merge in landing data to find coverage episodes during or after landing; data landing; merge landing (in=in_la) regcov (in=in_co); by scrphin; if in_la and in_co and covdt > . and enddt >= landing_dt; run; *** keep one record per person, categorizing reason for leaving; data landing; set landing; by scrphin covdt enddt; retain firstcanccode dropphin; if first.scrphin then do; firstcanccode = canccode; dropphin = 0; end; *** drop dupl. or registered in error (may show up under another phin); if canccode in ('W','5','6') then dropphin = 1; if last.scrphin & ^dropphin; canccode = firstcanccode; pop = 1; *** categorize outmigration; * Note: canccode A, C-R = Left Manitoba to some other known destination; length outmigration $18; if canccode = '0' then outmigration = 'Remained'; else if canccode = 'V' then outmigration = 'Remained'; else if canccode = '2' then outmigration = 'Remained'; * or 'Deceased'; else if canccode = '7' then outmigration = 'Cannot Locate'; else if canccode = 'A' or 'C' <= canccode <= 'R' then outmigration = 'Moved'; else outmigration = 'Other'; leftmb = (outmigration in ('Moved','Cannot Locate')); lyear = year(landing_dt); label lyear = 'Landing Year'; label outmigration = 'Outmigration by Reason for Coverage Cancellation'; label leftmb = 'Status of outmigration (Moved or Cannot Locate)'; run; *** summarize outmigration counts by landing year and reason for cancellation; proc tabulate data=landing; class lyear outmigration / order=formatted; var pop; table lyear, pop='Immigrants'*sum='N'*f=6.0 outmigration*pop=''*(sum='N'*f=6.0 rowpctsum='%') / nocellmerge; title 'Immigrants leaving Manitoba, by landing year and reason'; run; *** a little cleanup; proc delete data=ircccw landing regcov; run;