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Support #951

Deriving alcohol consumption units

Added by jason morgan over 1 year ago. Updated about 1 year ago.

Status:
Feedback
Priority:
High
Assignee:
Category:
Derived variables
Target version:
Start date:
01/31/2013
Due date:
04/16/2018
% Done:

80%

Estimated time:

Description

Dear USoc Team,

My research is examining the impact of alcohol consumption on individual earnings.

With regards to wave 7 of the Understanding Society dataset.
I was wondering if you could confirm for me whether the variable g_auditc4 (Drinks on a typical day) translates as units on a typical day or as any arbitrary definition of drink (e.g. could be a shot, could be a pint; with the definition of a standard drink often being 2.5 units). I am assuming it translates as units as the word drink appears to have implicitly been defined in the g_auditc5 (six or more drinks frequency) variable on the questionnaire where it says on page 557 “How often have you had 6 or more units on a single occasion in the last year? By a unit, I mean 1/2 pint of beer, a glass of wine or a single measure of spirit or liqueur.” but I’d be grateful if you could clarify this for me.

I'm therefore trying to derive a units consumed per week variable. My current approach has been to create a “Typical Units consumed per occasion” variable (TYPunits) which is the mean of the variable g_auditc4 (renamed to DrinkTypical) and then to create a “Weekly Drink Frequency” variable (DFx) which derives an approximation of the number of occasions the individual consumes alcohol per week using the variable g_auditc3 (renamed to DrinkFreq). I then multiply these two variables together to approximate a units consumed per week variable (i.e. multiplying the typical units an individual consume per occasion by their reported Weekly Drink Frequency). Of course depending on your answer to the first part of my question I will need to either multiply this number by 2.5, or redefine this variable to measure “drinks” consumed per week rather than units consumed per week. I have copied an excerpt from my STATA do-file related to the above explanation of how I’ve created this variable.
I’d be grateful for any thoughts on the above derivation or if there is a ‘standard’ or ‘official’ or more accurate method for deriving the number of units or drinks consumed by individuals in a given period.

Many thanks,

Jason Morgan

Do-File Excerpt - (Note: DrinkFreq = g_auditc3; and DrinkTypical = g_auditc4)
GENERATING ALCOHOL VARIABLES
*//creating a TYPunits variable
gen TYPunits = 0
replace TYPunits =1.5 if DrinkTypical 1
replace TYPunits =3.5 if DrinkTypical 2
replace TYPunits =5.5 if DrinkTypical 3
replace TYPunits =8 if DrinkTypical 4
replace TYPunits =10 if DrinkTypical ==5
gen TYPunitsSQ = TYPunits^2
label variable TYPunits "approximation of units typically consumed on drinking day"
label variable TYPunitsSQ "square of (approximation of units typically consumed on drinking day)"

*//creating a “Weekly Drink Frequency” or DF multiplier
gen DFx = 0 if DrinkFreq 1
replace DFx = .23 if DrinkFreq 2
replace DFx = .69 if DrinkFreq 3
replace DFx = 2.5 if DrinkFreq 4
replace DFx = 5.5 if DrinkFreq ==5
label values DFx DFx
label variable DFx "Weekly Drink Frequency derived from individual's stated drink frequency"

*//creating a derived weekly units consumed variable
gen units = DFx*TYPunits
label values units units
label variable units "derivation of weekly units consumed (TypicalUnits*WeeklyDrinkFreq)"
gen unitsSQ = units^2
label variable unitsSQ "square of (derivation of weekly units consumed)"

Example
So for example: if an individual typically consumes 3 drinks per occasion and 2-3 times per week, then
TYPunits = 3
DFx = 2.5
units = 3*2.5 = 7.5


Related issues

Copied from Support #119: Large values on alcohol consumption variablesClosed2013-01-31

Copied to Support #965: Sample weightsResolved2013-01-312018-04-21

History

#1 Updated by jason morgan over 1 year ago

  • Copied from Support #119: Large values on alcohol consumption variables added

#2 Updated by Stephanie Auty over 1 year ago

  • Status changed from New to In Progress
  • Assignee changed from Redmine Admin to Stephanie Auty
  • Target version changed from M2 to M7
  • % Done changed from 70 to 10
  • Private changed from Yes to No

Many thanks for your enquiry. The Understanding Society team is looking into it and we will get back to you as soon as we can.

Best wishes,
Stephanie Auty - Understanding Society User Support Officer

#3 Updated by jason morgan over 1 year ago

(As another thought: since the DrinkFreq (g_auditc3) categories are measured in proportions of a year - it may be better to generate the derived units/drinks variable above in terms of units/drinks per year rather than per week as I initially did above)

#4 Updated by jason morgan over 1 year ago

#5 Updated by Stephanie Auty over 1 year ago

  • Status changed from In Progress to Feedback
  • Assignee changed from Stephanie Auty to jason morgan
  • % Done changed from 10 to 80

Dear Jason,

In most cases during self-completion questions only one question is shown at once, and since g_auditc5 is asked of respondents after they have already answered g_auditc1-4, the definition in the question will not have any influence on their answers to the previous questions. The respondent will use their own interpretation of 'drinks' when answering, which may or may not be based on units.

Best wishes,
Stephanie Auty - Understanding Society User Support Officer

#6 Updated by jason morgan over 1 year ago

Thank you! This is just the response I needed.

#7 Updated by Stephanie Auty about 1 year ago

Dear Jason,

Just to follow up on this, we have now been able to load the scripts and see what the respondents see when answering these questions. They are only shown one question at a time, but they are able to go backwards through the questions. It is possible that someone may have done that after reading the description of units in the last question, but we do not expect them to do that.

Best wishes,
Stephanie

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