Research Methods for Public Health



/*Reference: Quan et al. :Coding algorithms for defining comorbidities in ICD-9-CM and ICD-10 administrative data. Med Care 2005 Nov; 43(11):1073-1077.*/

/*The program is to define Elixhauser comorbidities based on ICD-10 diagnosis codes */

/*programmed by Bing Li. Email:bing.li@calgaryhealthregion.ca*/

/*To apply the program to your data, there are 3 statements that need to be modified*/

/*A: Change the library name*/

/*B: change the variable name and total number of diagnosis codes if necessary.

In this program, the first diagnosis(main diagnosis) is DX_1, the second DX_2, third DX_3...

And there are 16 diagnosis codes(DX_1-DX_16).

If you have 25 DX codes and the prefix of name of diagnosis is DIAG, do following changes:

%do DX=1 %to 25;

substr(DIAG&DX,1,&SN)*/

/*C: change the libraies and data*/

libname comorbid "D:\data\ICD10"; /********A:change to your own library*/

%macro ICD10_EX (lib_in=, lib_out=, data_in=, data_out=);

data &lib_out..&data_out;

set &lib_in..&data_in;

/*Congestive Heart Failure*/

%LET DC1=%STR('I099','I110','I130','I132','I255','I420','I425','I426','I427','I428','I429','I43','I50','P290');

%LET DIS1=CHF;

%LET LBL1=%STR(Congestive Heart Failure);

/*Caridiac Arrhythmia*/

%LET DC2=%STR('I441','I442','I443','I456','I459','I47','I48','I49','R000','R001','R008','T821','Z450','Z950');

%LET DIS2=Arrhy;

%LET LBL2=%STR(Caridiac Arrhythmia);

/*Valvular Disease*/

%LET DC3=%STR('A520','I05','I06','I07','I08','I091','I098','I34','I35','I36','I37','I38','I39','Q230','Q231','Q232','Q233','Z952','Z953','Z954');

%LET DIS3=VD;

%LET LBL3=%STR(Valvular Disease);

/*Pulmonary Circulation Disorders*/

%LET DC4=%STR('I26','I27','I280','I288','I289');

%LET DIS4=PCD;

%LET LBL4=%STR(Pulmonary Circulation Disorders);

/*Peripheral Vascular Disorders*/

%LET DC5=%STR('I70','I71','I731','I738','I739','I771','I790','I792','K551','K558','K559','Z958','Z959');

%LET DIS5=PVD;

%LET LBL5=%STR(Peripheral Vascular Disorders);

/*Hypertension Uncomlicated*/

%LET DC6=%STR('I10');

%LET DIS6=HPTN_UC;

%LET LBL6=%STR(Hypertension Uncomlicated);

/*Hypertension comlicated*/

%LET DC7=%STR('I11','I12','I13','I15');

%LET DIS7=HPTN_C;

%LET LBL7=%STR(Hypertension comlicated);

/*Paralysis*/

%LET DC8=%STR('G041','G114','G801','G802','G81','G82','G830','G831','G832','G833','G834','G839');

%LET DIS8=Para;

%LET LBL8=%STR(Paralysis);

/* Other Neurological Disorders*/

%LET DC9=%STR('G10','G11','G12','G13','G20','G21','G22','G254','G255','G312','G318','G319','G32','G35','G36','G37','G40','G41','G931','G934','R470','R56');

%LET DIS9=OthND;

%LET LBL9=%STR(Other Neurological Disorders);

/*Chronic Pulmonary Disease*/

%LET DC10=%STR('I278','I279','J40','J41','J42','J43','J44','J45','J46','J47','J60','J61','J62','J63','J64','J65','J66','J67','J684','J701','J703');

%LET DIS10=COPD;

%LET LBL10=%STR(Chronic Pulmonary Disease);

/*Diabetes Uncomplicated*/

%LET DC11=%STR('E100','E101','E109','E110','E111','E119','E120','E121','E129','E130','E131','E139','E140','E141','E149');

%LET DIS11=Diab_UC;

%LET LBL11=%STR(Diabetes Uncomplicated);

/*Diabetes Complicated*/

%LET DC12=%STR('E102','E103','E104','E105','E106','E107','E108','E112','E113','E114','E115','E116','E117','E118','E122','E123','E124','E125','E126','E127','E128','E132','E133','E134','E135','E136','E137','E138','E142','E143','E144','E145','E146','E147','E148');

%LET DIS12=Diab_C;

%LET LBL12=%STR(Diabetes Complicated);

/*Hypothyroidism*/

%LET DC13=%STR('E00','E01','E02','E03','E890');

%LET DIS13=Hptothy;

%LET LBL13=%STR(Hypothyroidism);

/*Renal Failure*/

%LET DC14=%STR('I120','I131','N18','N19','N250','Z490','Z491','Z492','Z940','Z992');

%LET DIS14=RF;

%LET LBL14=%STR(Renal Failure);

/*Liver Disease*/

%LET DC15=%STR('B18','I85','I864','I982','K70','K711','K713','K714','K715','K717','K72','K73','K74','K760','K762','K763','K764','K765','K766','K767','K768','K769','Z944');

%LET DIS15=LD;

%LET LBL15=%STR(Liver Disease);

/*Peptic Ulcer Disease excluding bleeding*/

%LET DC16=%STR('K257','K259','K267','K269','K277','K279','K287','K289');

%LET DIS16=PUD_NB;

%LET LBL16=%STR(Peptic Ulcer Disease excluding bleeding);

/*AIDS/HIV*/

%LET DC17=%STR('B20','B21','B22','B24');

%LET DIS17=HIV;

%LET LBL17=%STR(AIDS/HIV);

/*Lymphoma*/

%LET DC18=%STR('C81','C82','C83','C84','C85','C88','C96','C900','C902');

%LET DIS18=Lymp;

%LET LBL18=%STR(Lymphoma);

/*Metastatic Cancer*/

%LET DC19=%STR('C77','C78','C79','C80');

%LET DIS19=METS;

%LET LBL19=%STR(Metastatic Cancer);

/*Solid Tumor without Metastasis*/

%LET DC20=%STR('C00','C01','C02','C03','C04','C05','C06','C07','C08','C09','C10','C11','C12','C13','C14','C15','C16','C17','C18','C19','C20','C21','C22','C23','C24','C25','C26','C30','C31','C32','C33','C34','C37','C38','C39','C40','C41','C43','C45','C46','C47','C48','C49','C50','C51','C52','C53','C54','C55','C56','C57','C58','C60','C61','C62','C63','C64','C65','C66','C67','C68','C69','C70','C71','C72','C73','C74','C75','C76','C97');

%LET DIS20=Tumor;

%LET LBL20=%STR(Solid Tumor without Metastasis);

/*Rheumatoid Arthsitis/collagen*/

%LET DC21=%STR('L940','L941','L943','M05','M06','M08','M120','M123','M30','M310','M311','M312','M313','M32','M33','M34','M35','M45','M461','M468','M469');

%LET DIS21=Rheum_A;

%LET LBL21=%STR(Rheumatoid Arthsitis/collagen);

/*Coagulopathy*/

%LET DC22=%STR('D65','D66','D67','D68','D691','D693','D694','D695','D696');

%LET DIS22=Coag;

%LET LBL22=%STR(Coagulopathy);

/*Obesity*/

%LET DC23=%STR('E66');

%LET DIS23=Obesity;

%LET LBL23=%STR(Obesity);

/*Weight Loss*/

%LET DC24=%STR('E40','E41','E42','E43','E44','E45','E46','R634','R64');

%LET DIS24=WL;

%LET LBL24=%STR(Weight Loss);

/*Fluid and Ecletrolyte Disorders*/

%LET DC25=%STR('E222','E86','E87');

%LET DIS25=Fluid;

%LET LBL25=%STR(Fluid and Ecletrolyte Disorders);

/*Blood Loss Anemia*/

%LET DC26=%STR('D500');

%LET DIS26=BLA;

%LET LBL26=%STR(Blood Loss Anemia);

/*Deficiency Anemia*/

%LET DC27=%STR('D508','D509','D51','D52','D53');

%LET DIS27=DA;

%LET LBL27=%STR(Deficiency Anemia);

/*Alcohol Abuse*/

%LET DC28=%STR('F10','E52','G621','I426','K292','K700','K703','K709','T51','Z502','Z714','Z721');

%LET DIS28=Alcohol;

%LET LBL28=%STR(Alcohol Abuse);

/*Drug Abuse*/

%LET DC29=%STR('F11','F12','F13','F14','F15','F16','F18','F19','Z715','Z722');

%LET DIS29=Drug;

%LET LBL29=%STR(Drug Abuse);

/*Psychoses*/

%LET DC30=%STR('F20','F22','F23','F24','F25','F28','F29','F302','F312','F315');

%LET DIS30=Psycho;

%LET LBL30=%STR(Psychoses);

/*Depression*/

%LET DC31=%STR('F204','F313','F314','F315','F32','F33','F341','F412','F432');

%LET DIS31=Dep;

%LET LBL31=%STR(Depression);

%do DI=1 %to 31; /*ICD10 Elixhauser: 31 groups*/

A1=0;

%do DX=1 %to 16; /*********B: change the total number of diagnosis codes if necessary*/

B1=0;

%do SN=3 %to 5;

if substr(dx_&DX,1,&SN) in (&&DC&DI) then C1=1;ELSE C1=0; /*********B: change the variable name of diagnosis codes if necessary*/

B1=B1+C1;

drop C1;

%end;

A1=A1+B1;

DROP B1;

%end;

if A1>0 then ICD10_EX_&&DIS&DI=1;else ICD10_EX_&&DIS&DI=0;

label ICD10_EX_&&DIS&DI=&&LBL&DI;

DROP A1;

%end;

run;

%mend ICD10_EX;

/* lib_in: the input library

lib_out: the output library

data_in: the input data

data_out: the output data*/

%ICD10_EX(lib_in=comorbid, lib_out=comorbid, data_in=icd10, data_out=ICD10_EX); /********C: change the libraies and data*/

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