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Table 1 IFPS 2019–2022 survey questions, survey response options, and variable coding for analysis

From: Assessing the impact of a mandatory calorie labelling policy in out-of-home food outlets in England on consumer behaviour: a natural experimental study

Concept

Item wording (where applicable)

Response Options

All

Variable Coding

Outcomes

Noticed Nutrition Information

The last time you visited a restaurant, did you notice any nutrition information?

No, Don’t know, Refuse to answer

No

Yes

Yes

Used Nutrition Information

Did the nutrition information influence what you ordered?

No, Don’t know, Refuse to answer

No

Yes

Yes

Impact of Labelling

(relates to the four behaviours below)

In the past 6 months, have you done any of the following because of nutrition information in restaurants?

(Select all that apply, none of the above, don’t know, refuse to answer)

Ordered Something Different

Ordered something different

Unselected/left blank

No

Selected

Yes

Ate Less of Order

Ate less of the food you ordered

Unselected/left blank

No

Selected

Yes

Changed Restaurant Visited

Changed which restaurants you visit

Unselected/left blank

No

ÌýÌý

Selected

Yes

Ate at Restaurants Less Often

Ate at restaurants less often

Unselected/left blank

No

ÌýÌý

Selected

Yes

Eating out frequency

Next, I’m going to ask you about meals. By meal, I mean BREAKFAST, LUNCH AND EVENING MEALS. During the PAST 7 DAYS, how many meals did you get that were PREPARED AWAY FROM HOME in places such as restaurants, fast food or take-away places, food stands, or from vending machines? Only include snacks if they counted as your meal. Do NOT include today.

Numeric

Numeric

Potential Confounders: Sociodemographic Characteristics

Sex

What sex were you assigned at birth, meaning on your original birth certificate?

Female

Female

Male

Male

Age

How old are you?

Numeric: 18–100

Numeric

Ethnicity*

Which of the following best describes your ethnic or racial background?

Country-specific racial and ethnic backgrounds

Minority

Majority

Education*

What is the highest level of education you have completed?

Below upper secondary / high school completion or lower)

Low

Upper secondary / some post-high school qualifications

Medium

Tertiary / university degree or higher

High

Perceived income adequacy

Thinking about your total monthly income, how difficult or easy is it for you to make ends meet?

Neither easy nor difficult, Difficult, Very difficult, Don’t know, Refuse to answer

Not Easy

Easy, Very Easy

Easy

  1. *The ethnicity and education categories presented are general summaries of response options. Country-specific response options were given for each country survey and are available at