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Vax, Masks, and The Space Between:
Rating, Segmenting, and Cross Tabs
• In the first part of this series,
we shared some high-level results of
a small study on “Vax, Masks, and
The Space Between” — a look at
how some Americans were feeling as
the CDC repealed requirements
for vaccinated individuals.
2
• In this part of our series, we’ll dive
in from the high-level Omni
Report view to examine how to: ​
• Drill down on ratings
• Highlight specific details
through segmentation and filtering
• Bring key elements together in
Cross Tabs
3
Rating Questions Get Top Marks
• Any time you’re providing answer
options on a scale, be sure you’re
using a rating question.
• Whether or not your participants
actually see the numbers, collecting
weights on the back end allows you
to choose the best way to present
your results.
5
An example:
The question about how likely participants are to wear a mask in the next few days was
a Rating Scale question. By default, results are displayed in a bar graph format, like this.
• A bar graph is a great starting point
— and for some questions, this may
be the ideal data visualization.
• For a rating question, though,
everything is relative.
7
• Depending on your preferences, you may
choose to display the breakdown by:
• Percentage for each answer option
• Weighted Score — the mean or average,
in this case 2.01 on a 1-5 scale
• Net Intent — calculated by subtracting the
percentage of negative ratings (1,2) from
the positive ratings (4,5)
• Percent Favorable — calculated by adding
up only the percentage of positive ratings
(4,5)
Choose the option that makes the most sense
and use it consistently across different
questions so your audience can understand
quickly and make informed comparisons.
8
Segment and Score
• Whether you’re comparing
questions, groups of questions, or
even participant groups, both
overall Omni Score options
and Segmentation in Omni can
pack plenty of power.
10
• Here’s an example of how
segmentation can offer deeper
insights into the question about
participants’ comfort level in
participating in certain activities
without a mask.
• On a base grid question, each sub-
question is displayed by Weighted
Score, and the segments are made
up of merged sets:
• Fully + partially vaccinated
• Not yet vaccinated + not planning to be
vaccinated
• This breakdown makes it easier to
see who’s who.
11
• You can also make this kind of
comparison between questions
through the Score option in Omni.
• In this example, you’ll see
segmentation across two different
questions — about wearing masks
and maintaining distance.
12
• You can also use segmentation on
questions other than rating questions,
like this breakdown of vaccination
status by age group.
• A great feature of segmentation in
Omni is that it’s easy to create the
reverse display — for example,
breaking down age group by
vaccination status instead of breaking
down vaccination status by age.
• The goal? Display responses in the
format that will be easiest for your
audience to understand.
13
Cross Tab
• Graphs can be great at-a-glance
overviews, but to drill down into
potential relationships between variables,
the Cross Tab is a powerful choice.
• In this example, two demographic
questions provide the “row” variables and
vaccination status provides the columns.
• The percentages displayed indicate the
likelihood that someone in that group
plans to wear a mask — by percent
favorable.
• This Cross Tab includes customized
conditional formatting (often referred to
as a heat map) to make it easier for
the audience to easily view "hot spots".
15
Want More?
• Slicing and dicing can help you to
uncover fascinating insights in your
data, but it can also be easy to get
carried away.
• Options in the Omni Report make
it easy to test out a variety of
slices, then make decisions about how
to share the most useful data most
effectively with your target audience.
17
Want more?
Binge watch… Read the full blog… Like some podcasts!
Have we met socially?
Thank you!

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Vax, Masks, and The Space Between: Rating, Segmenting, and Cross Tabs​​

  • 1. Vax, Masks, and The Space Between: Rating, Segmenting, and Cross Tabs
  • 2. • In the first part of this series, we shared some high-level results of a small study on “Vax, Masks, and The Space Between” — a look at how some Americans were feeling as the CDC repealed requirements for vaccinated individuals. 2
  • 3. • In this part of our series, we’ll dive in from the high-level Omni Report view to examine how to: ​ • Drill down on ratings • Highlight specific details through segmentation and filtering • Bring key elements together in Cross Tabs 3
  • 5. • Any time you’re providing answer options on a scale, be sure you’re using a rating question. • Whether or not your participants actually see the numbers, collecting weights on the back end allows you to choose the best way to present your results. 5
  • 6. An example: The question about how likely participants are to wear a mask in the next few days was a Rating Scale question. By default, results are displayed in a bar graph format, like this.
  • 7. • A bar graph is a great starting point — and for some questions, this may be the ideal data visualization. • For a rating question, though, everything is relative. 7
  • 8. • Depending on your preferences, you may choose to display the breakdown by: • Percentage for each answer option • Weighted Score — the mean or average, in this case 2.01 on a 1-5 scale • Net Intent — calculated by subtracting the percentage of negative ratings (1,2) from the positive ratings (4,5) • Percent Favorable — calculated by adding up only the percentage of positive ratings (4,5) Choose the option that makes the most sense and use it consistently across different questions so your audience can understand quickly and make informed comparisons. 8
  • 10. • Whether you’re comparing questions, groups of questions, or even participant groups, both overall Omni Score options and Segmentation in Omni can pack plenty of power. 10
  • 11. • Here’s an example of how segmentation can offer deeper insights into the question about participants’ comfort level in participating in certain activities without a mask. • On a base grid question, each sub- question is displayed by Weighted Score, and the segments are made up of merged sets: • Fully + partially vaccinated • Not yet vaccinated + not planning to be vaccinated • This breakdown makes it easier to see who’s who. 11
  • 12. • You can also make this kind of comparison between questions through the Score option in Omni. • In this example, you’ll see segmentation across two different questions — about wearing masks and maintaining distance. 12
  • 13. • You can also use segmentation on questions other than rating questions, like this breakdown of vaccination status by age group. • A great feature of segmentation in Omni is that it’s easy to create the reverse display — for example, breaking down age group by vaccination status instead of breaking down vaccination status by age. • The goal? Display responses in the format that will be easiest for your audience to understand. 13
  • 15. • Graphs can be great at-a-glance overviews, but to drill down into potential relationships between variables, the Cross Tab is a powerful choice. • In this example, two demographic questions provide the “row” variables and vaccination status provides the columns. • The percentages displayed indicate the likelihood that someone in that group plans to wear a mask — by percent favorable. • This Cross Tab includes customized conditional formatting (often referred to as a heat map) to make it easier for the audience to easily view "hot spots". 15
  • 17. • Slicing and dicing can help you to uncover fascinating insights in your data, but it can also be easy to get carried away. • Options in the Omni Report make it easy to test out a variety of slices, then make decisions about how to share the most useful data most effectively with your target audience. 17
  • 18. Want more? Binge watch… Read the full blog… Like some podcasts!
  • 19. Have we met socially?