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I have a 10 item questionnaire in which all 10 questions have the same answer choices: “never”, ‘almost never”, “sometime”, “fairly often” and “very often”. I want to change the values in the dataset from text characters to number characters ranging from 0 to 4. However, I do not want to write 500 if/then statements. I need a code that searches all 10 questions finds the specified “text” and changes it to the corresponding number value.
I tried to do arrays and do over statements but I don’t know how to get the code just right. How can I modify the code below to produce what I want? Thank you.
array b pss_oppera_q1-pss_oppera_q10;
do over b;
if b = "Never" then b = 0;
if b = "Almost never" then b = 1;
if b = "Sometimes" then b = 2;
if b = "Fairly often" then b = 3;
if b = "Very often" then b = 4;
end;
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Not really on topic for the question, but you can replace the if syntax with a select for readability terms:
array b...; array c...; do over b; select(b); when ("Never") c=0; when ("Almost never") c=1; when ("Sometimes") c=2; when ("Fairly Often") c=3; otherwise c=4; end; end;
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Assuming that you are actually replacing the original variables, those variables are character. So you need to put the values in quotes:
do over b;
if b = "Never" then b = "0";
else if b = "Almost never" then b = "1";
else if b = "Sometimes" then b = "2";
else if b = "Fairly often" then b = "3";
else if b = "Very often" then b = "4";
end;
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I made a mistake in my original post, I didn't mean to say "number CHARACTER", I want to change these text values into number values.
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To save numeric values, you will need a new set of numeric variables:
array c num_q1 - num_q10;
Then inside the loop it will probably work to say:
do over b;
if b = "Never" then c = 0;
if b = "Almost never" then c = 1;
if b = "Sometimes" then c = 2;
if b = "Fairly often" then c = 3;
if b = "Very often" then c = 4;
end;
I can't test this right now, but it should work.
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Formats are another way.
proc format library=work;
invalue Response upcase
"NEVER" = 0
"ALMOST NEVER" = 1
"SOMETIMES" = 2
"FAIRLY OFTEN" = 3
"VERY OFTEN" = 4
;
run;
/* in a data step*/
array b pss_oppera_q1-pss_oppera_q10;
array c num_q1 - num_q10;
do i=1 to dim(b);
c[i]= input(b[i],Response.);
end;
If your original data was read from a text file you could use the custom informat when reading that and start with the numeric values in the data.
Note: I used the Upcase option in case your example data may vary from the actual values by case of the letters.
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Or create a new variable rather than leave it as B.
Note that do over loops are deprecated but support remains for legacy.
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Not really on topic for the question, but you can replace the if syntax with a select for readability terms:
array b...; array c...; do over b; select(b); when ("Never") c=0; when ("Almost never") c=1; when ("Sometimes") c=2; when ("Fairly Often") c=3; otherwise c=4; end; end;