BookmarkSubscribeRSS Feed
Kyra
Quartz | Level 8

Hi,

 

I am trying to calculate the Population attibutable fraction ( outcome is head and neck cancer and exposure is occupation). Is there any way i can adjust for tobacco and alcohol too while calculating that?
 
I am pasting my code and the output below.
 
Neverexposed 0 means they were exposed to the risk factor occupation.
 
  Event_E is event in exposed( to occupation)
Count_E is number of exposed
Event_NE is event in not exposed
Count_NE is number of non-exposed
 
Thanks,
 
 
data red.arp;
   input  Event_E Count_E Event_NE Count_NE;
   datalines;
   6029  13218  2810  9315
;

ods graphics on;
proc stdrate data=red.arp
             refdata=red.arp
             method=indirect(af)
             stat=risk
             plots(stratum=horizontal)
             ;
   population event=Event_E  total=Count_E;
   reference  event=Event_NE total=Count_NE;
  
run;
ods graphics off;
 
 
 
frequency table just for your reference. Neverexposed 0 means they were exposed.

The FREQ Procedure

 

FrequencyPercentRow PctCol Pct
Table of neverexposed by caseneverexposed case(Status)1 2 Total01Total
6029
26.71
45.61
68.21
7189
31.85
54.39
52.36
13218
58.57
 
 
2810
12.45
30.05
31.79
6541
28.98
69.95
47.64
9351
41.43
 
 
8839
39.16
13730
60.84
22569
100.00

 


The SAS System

The STDRATE Procedure

 

Standardization InformationData SetReference Data SetMethodStatisticNumber of Strata
RED.ARP
RED.ARP
Indirect Standardization
Risk
1

 


The SAS System

The STDRATE Procedure

 

Strata Risk Estimate Plot

Standardized Morbidity/Mortality RatioObservedEvents ExpectedEvents SMR StandardError 95% Normal ConfidenceLimits Z Pr > |Z|
60293987.391.51200.01441.48391.540235.65<.0001

Indirectly Standardized Risk EstimatesStudy Population ReferenceCrudeRisk ExpectedEvents SMR Standardized RiskObservedEvents Number ofObservations CrudeRisk Estimate StandardError 95% Normal ConfidenceLimits
6029132180.45610.30173987.391.51200.45610.004330.44760.4646

Attributable Fraction EstimatesParameter Estimate 95% Confidence LimitsAttributable RiskPopulation Attributable Risk
0.338630.326090.35072
0.230980.216200.24547
 
 
1 REPLY 1
Kyra
Quartz | Level 8

I think the answer to my question is the formula :  1-1/Adjusted OR.

SAS Innovate 2025: Register Now

Registration is now open for SAS Innovate 2025 , our biggest and most exciting global event of the year! Join us in Orlando, FL, May 6-9.
Sign up by Dec. 31 to get the 2024 rate of just $495.
Register now!

What is Bayesian Analysis?

Learn the difference between classical and Bayesian statistical approaches and see a few PROC examples to perform Bayesian analysis in this video.

Find more tutorials on the SAS Users YouTube channel.

SAS Training: Just a Click Away

 Ready to level-up your skills? Choose your own adventure.

Browse our catalog!

Discussion stats
  • 1 reply
  • 693 views
  • 0 likes
  • 1 in conversation