This document discusses different types of visual questions that can be used as alternatives to standard question types. It provides examples of single choice, multiple choice, ranking, scale, numeric and allocation questions displayed visually using grids, sliders, card sorting and other interactive elements. The document summarizes research showing that visual questions can increase engagement and elicit different response data than standard questions. Specifically, visual questions encourage greater use of the full scale in ratings and fewer "don't know" responses. However, question type can significantly impact responses, so visual alternatives are not always direct replacements for standard questions. The document provides guidance on appropriate uses of various visual question types to capture unique response data.
Presentation: What, When and Why to Use Visual Questionsvcuniversity
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The document compares different types of visual questions to standard question formats. It provides examples of how single choice, multiple choice, ranking, scale, numeric and other question types can be displayed visually using options like grids, sliders, card sorting and magnetic boards. The document finds that visual question types generally improve engagement over standard formats, with respondents finding them more fun and enjoyable to complete. Certain visual designs like grids and sliders are also found to elicit a wider range of responses on rating scales compared to standard single choice formats.
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Pairs of analysts collaborated remotely to solve a serial killer case. They were assigned to conditions that varied whether each partner received partial or full case data, and whether they had access to a shared or individual visualizations of the data. Pairs with split data outperformed those with full data, discussing more hypotheses and solving the case more accurately. Visualizations further benefited pairs with split data over full data by reducing confirmation bias. The findings suggest visualizations most improve remote collaborative analysis when partners each hold unique pieces of distributed information.
What Can Marketing Learn from Vanilla Icevcuniversity
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The document discusses how brands can learn from Vanilla Ice's marketing approach in the current changing environment. It highlights the need to stop broadcasting messages and instead become facilitators by collaborating with customers, listening to their ideas, and treating them as collaborators. Some key points discussed are inviting customers to participate and help the brand succeed, harnessing their collective intelligence, and giving them visibility in their community. The document also emphasizes the importance of social media monitoring, online customer communities, and continuous listening to understand customer feelings and uncover issues before ideas get skewed.
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The document discusses the findings of a mobile diary study that tracked the beverage consumption of 400 consumers over the course of one day. The study found that consumers' drink choices varied depending on the time of day and location. In the mornings, hot beverages and fruit juice were most popular, especially among women at home. At work, younger people tended to drink in the kitchen or cafeteria while older people drank at their desks. At lunchtime, water was the most common drink while alcoholic drinks became more popular in the evenings. The document recommends keeping mobile surveys short, focused and over-recruiting participants for best data collection.
Presentation: Keys To Driving Lasting Panel Satisfactionvcuniversity
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This document discusses keys to driving lasting panel satisfaction for custom online panels. It summarizes a panel satisfaction study that measured factors impacting overall satisfaction such as survey quality and topics. For most panels, survey quality and feedback that the input is valued were the most important drivers. The document provides ideas for research design like incorporating varied topics and visual questions, and establishing feedback mechanisms to share results with panelists.
Presentation: What, When and Why to Use Visual Questionsvcuniversity
ย
The document compares different types of visual questions to standard question formats. It provides examples of how single choice, multiple choice, ranking, scale, numeric and other question types can be displayed visually using options like grids, sliders, card sorting and magnetic boards. The document finds that visual question types generally improve engagement over standard formats, with respondents finding them more fun and enjoyable to complete. Certain visual designs like grids and sliders are also found to elicit a wider range of responses on rating scales compared to standard single choice formats.
Pitfalls of Information Access with Visualizations in Remote Collaborative An...Aruna Balakrishnan
ย
Pairs of analysts collaborated remotely to solve a serial killer case. They were assigned to conditions that varied whether each partner received partial or full case data, and whether they had access to a shared or individual visualizations of the data. Pairs with split data outperformed those with full data, discussing more hypotheses and solving the case more accurately. Visualizations further benefited pairs with split data over full data by reducing confirmation bias. The findings suggest visualizations most improve remote collaborative analysis when partners each hold unique pieces of distributed information.
What Can Marketing Learn from Vanilla Icevcuniversity
ย
The document discusses how brands can learn from Vanilla Ice's marketing approach in the current changing environment. It highlights the need to stop broadcasting messages and instead become facilitators by collaborating with customers, listening to their ideas, and treating them as collaborators. Some key points discussed are inviting customers to participate and help the brand succeed, harnessing their collective intelligence, and giving them visibility in their community. The document also emphasizes the importance of social media monitoring, online customer communities, and continuous listening to understand customer feelings and uncover issues before ideas get skewed.
The document summarizes a presentation about using community panels for B2B research. It discusses what community panels are, why they are useful for B2B research, and how to overcome challenges in using them. Community panels allow ongoing engagement with targeted groups for primary research. They can provide cost and time savings over ad hoc projects while improving quality. Key challenges are addressing different B2B audiences, effective recruitment strategies, and maintaining engagement. Examples are provided of different types of B2B clients that could benefit from community panels.
The document discusses key themes in innovative research and planning for community panel success. Some of the main points discussed are co-creation with customers to build better products, conducting more quantitative and qualitative research on mobile devices, and having a process to manage research activities. It also emphasizes the importance of keeping stakeholders engaged, answering information needs with a flexible roadmap, and ensuring panelists do not feel like lab rats by building relationships and giving back to customers.
The document discusses the findings of a mobile diary study that tracked the beverage consumption of 400 consumers over the course of one day. The study found that consumers' drink choices varied depending on the time of day and location. In the mornings, hot beverages and fruit juice were most popular, especially among women at home. At work, younger people tended to drink in the kitchen or cafeteria while older people drank at their desks. At lunchtime, water was the most common drink while alcoholic drinks became more popular in the evenings. The document recommends keeping mobile surveys short, focused and over-recruiting participants for best data collection.
Presentation: Keys To Driving Lasting Panel Satisfactionvcuniversity
ย
This document discusses keys to driving lasting panel satisfaction for custom online panels. It summarizes a panel satisfaction study that measured factors impacting overall satisfaction such as survey quality and topics. For most panels, survey quality and feedback that the input is valued were the most important drivers. The document provides ideas for research design like incorporating varied topics and visual questions, and establishing feedback mechanisms to share results with panelists.
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This document provides an agenda and objectives for a workshop on web survey usability design and testing. The workshop covers topics like paging versus scrolling, navigation, input fields, response options, and instructions. The goal is to discuss best practices for web survey design to ensure usability and data quality. The workshop will include presentations, activities, and a discussion of methods for assessing survey design.
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Data Visualisation - A Game of Decisions with Andy KirkSAGE Publishing
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The audience provided feedback on the documentary in the form of a questionnaire with ratings. Most people rated the documentary as average, giving it a 7 out of 10. While it was not seen as poor, there was still room for improvement to receive more top ratings. When asked about used codes and conventions, interviews were identified as an effective element. However, the ancillary tasks were only viewed as effectively promoting the documentary by 61% of respondents. Verbal feedback noted good sound and music but identified inconsistencies between voiceover and on-screen text as an area for improvement.
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This document compares survey results from Springboard America (SBA) and four other sample providers. SBA had fewer dropouts, better data quality with less straight-lining and "don't know" responses. While some differences between panels were expected by chance, Panel B respondents were consistently less likely to purchase snacks. SBA results were more consistent over time, unlike other panels that showed variation in their reaction to a snack concept between surveys. The quality and reliability of the sample source matters for obtaining accurate survey results.
This document compares sample quality from Springboard America (SBA) to four other sample sources. SBA had the lowest dropout rate, least "straight-lining" responses, and average "don't know" responses. SBA also showed the fewest statistically significant differences compared to other panels in responses to questions about trust, snacks, and purchase intent. The conclusion is that sample source matters greatly for data quality, and SBA performed better on quality metrics than the other four sources analyzed.
Commissioned by the Canadian Association of Radio Broadcasters, this survey is an adjunct to a larger Canadian study exploring the role and relevance of radio in todayโs fast-changing media landscape. The purpose of this U.S. survey was to better understand the impact of Pandora on broadcast radio in the U.S. in advance of Pandoraโs anticipated launch in Canada within the next few years.
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The Vox Populi on Canadaโs Municipal Brandsvcuniversity
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The document summarizes the results of a survey of over 1,600 citizens across 4 major Canadian cities (Toronto, Vancouver, Calgary, and Montreal) about their perceptions of their local city brand and government. It finds that citizens of Toronto are less satisfied with their quality of life and less likely to view their city and government positively compared to the other cities. Attributes like embracing sustainability and innovation are more important to citizens but Toronto receives poor marks on these. Toronto's mayor also has a more negative brand image among citizens than the mayors of other cities.
Stronger Research Reporting Using Visualsvcuniversity
ย
The document discusses how visuals such as graphs, illustrations, and data visualizations can help improve research reporting by capturing attention, facilitating comprehension of complex topics, revealing patterns in data, and aiding retention of information. It provides examples of effective and ineffective types of visuals and emphasizes principles for visual design such as comparing data, suggesting causality, showing multivariate data, being content-driven, and fully integrating words, numbers, and images.
Virtual technology options were tested to determine the best practices for virtual shopping methods. A rigorous methodology involved 1800 category buyers testing various virtual shopping scenarios. The tests found that 3D virtual displays provided more engagement than 2D, with participants viewing more items but no significant differences in purchases. While reduced product selections could test some factors, full category displays were needed to understand shopping behaviors. Including multiple product sides increased engagement for some participants. Traditional eye tracking produced similar results to virtual eye tracking for total clicks and views, but provided additional insights not possible through online methods alone.
Virtual Shopping Mythbusters - Part Two vcuniversity
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This document summarizes the results of a study comparing different virtual shopping methodologies. The study tested three hypotheses:
1) Monadic testing is superior to sequential monadic testing, as sequential testing led to decreased product views and shopping time in subsequent shops. However, spending and basket size remained consistent.
2) Using a "dummy shop" prior to the actual shop produces similar data to not using a dummy shop, but reduces actual shop time. Spending, views, and satisfaction were not significantly different between groups.
3) Spending increases with repeated category exposures over time, as shoppers become more familiar with the shelf, even though the number of views and brands purchased did not significantly change. Basket size
Respondent Engagement: Why do they respond anyway?vcuniversity
ย
This document discusses why people choose to respond to surveys. It summarizes literature on factors that influence response rates, such as survey development, delivery methods, and incentives. Small incentives can increase responses but their effect is modest. The document also describes a survey of panelists that found intrinsic motivations are more important than extrinsic ones. Panelists want to feel they are contributing and making a difference. They enjoy learning and want feedback to know their input is valued. Regular communication and personalization helps engage panelists.
Test, re-test and test again โ New techniques and technologies for testing id...vcuniversity
ย
The document discusses methods for testing new product ideas and concepts. It covers early stage concept development and testing techniques like MRCOs, access panels, community panels, and predictive markets. Case studies are provided on using these methods to test concepts for personal care products, mobile telecoms, and alcoholic drinks. The presentation aims to illustrate how different testing approaches can provide feedback to refine concepts before full product development.
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This document provides an agenda and objectives for a workshop on web survey usability design and testing. The workshop covers topics like paging versus scrolling, navigation, input fields, response options, and instructions. The goal is to discuss best practices for web survey design to ensure usability and data quality. The workshop will include presentations, activities, and a discussion of methods for assessing survey design.
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This is a presentation of the paper in which we focus on the analysis of peer reviews and reviewers behavior in conference review processes. We report on the development, definition and rationale of a theoretical model for peer review processes to support the identification of appropriate metrics to assess the processes main properties. We then apply the proposed model and analysis framework to data sets about reviews of conference papers. We discuss in details results, implications and their eventual use toward improving the analyzed peer review processes.
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These are the slides from Andy Kirk's webinar 'Data Visualisation - A Game of Decisions'. In the webinar Andy argues that the essence of effective data visualisation design is good decision-making. It is about knowing your options and understanding how to make your choices. By deconstructing the decisions demonstrated through case study examples, Andy illustrates the many little elements that make up the design anatomy of any data visualisation work. The aim of this session is to try demystify the challenges of developing capabilities in this area. Watch the webinar: https://www.youtube.com/watch?v=GVkXbQOzKNs&feature=youtu.be
The audience provided feedback on the documentary in the form of a questionnaire with ratings. Most people rated the documentary as average, giving it a 7 out of 10. While it was not seen as poor, there was still room for improvement to receive more top ratings. When asked about used codes and conventions, interviews were identified as an effective element. However, the ancillary tasks were only viewed as effectively promoting the documentary by 61% of respondents. Verbal feedback noted good sound and music but identified inconsistencies between voiceover and on-screen text as an area for improvement.
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16. Example text Example text Example text
Go ahead and replace it with your Go ahead and replace it with your Go ahead and replace it with your
Visual Questions that do what standard
own text. This is an example text. own text. This is an example text. own text. This is an example text.
question types canโt
16
23. Engagement measures:
Visual Question types vs. Flat Grid Questions
The Visual Grid and Multi Choice Magnetic Board question types were significantly more
engaging than flat grid questions. Scale Sliders were equal.
Multi-choice (MC) Single choice (SC)
Magnetic Visual Visual Scale Visual Visual
Board Grids Grids Slider Grid Grid
(US) (Canada) (US) (Canada)
Easier to
complete = = = =
Fun to
complete = =
More
enjoyable
than most
= =
Significantly higher rating, 95% CI
= Equivalent rating, 95% CI
24. Prior studies have also shown greater engagement
Papers presented at CASRO and ESOMAR
showed a similar pattern of increased
respondent engagement with visual question
types, compared to flat question types.
25. Sliders and Visual Grids
Visual Grid
Scale Slider
Flat Single Choice Grid
25
26. Sliders and Visual Grids
Sliders and Visual Grids are used for rating exercises like
attitudinal statements and brand ratings.
Visual Grids (both single and multi choice) are rated as being
more fun, easier and more enjoyable than radio button grids.
Both Visual Grids and Sliders encourage people to use more of
the scale, and less of the midpoint, than flat radio buttons, on a
10 point scale anchored verbally at the ends.
On verbally anchored scales, much less variation is observed,
suggesting the verbal anchoring makes an important difference.
27. Comparison of how 10 point brand association scales are used for
Flat Single Choice Grid (radio buttons), Visual Grid and Slider Scales
In the US study, the differences seem to driven by a more varied use of the scale points by people answering the visual
questions. With the flat grid version, many people were parking their votes on โ5โ and using โ1โ less often. In the Canadian
study, the flat grid questions again gets more โ5โs and shows a distribution skewed right somewhat, while the visual grid
produced a more normal distribution
Percent of Respondents
US study Canadian study
Scale Points Scale Points
Note: different brands were rated in each country.
These numbers represent the combination of the answers for all brands
28. Comparison of how 5 point verbally anchored scales are used for
Flat Grids, Visual Grid and Slider Scales
With this verbally anchored scale we do not see any important variation between question types,
suggesting that, in this case, the verbal anchoring drives peopleโs responses more than the question layout.
The smaller number of scale points may also influence it.
US study Canadian study
[RICH MEDIAโSLIDER, 3a. Weโre almost done. Please indicate how you feel about each of these stores, based on everything you know or
have heard about them, either by clicking on the column under the rating or by dragging the checkmark to the column you choose.
[FLATโRADIO BUTTON GRID] 3b. Weโre almost done. Please indicate how you feel about each of these stores, based on everything you
know or have heard about them, by clicking on the column under the rating you choose.
Note: different brands were rated in each country.
These numbers represent the combination of the answers for all brands
30. With attitude statements we see fewer โdonโt knowsโ,
with the card sort than with radio buttons
% DK to all
12 11
10
People doing the radio button
8
survey were more likely to
6
choose โdonโt knowโ for all 24
4 3
statements 2
0
% with zero DK Card Sort Radio Buttons
60
52 46
50
40
More people doing the card sort
30
did not choose any โdonโt knowโ
20 responses
10
0
Card Sort Radio Buttons
32. With this verbally anchored rating scale we see slightly greater
use of the midpoint and less use of the top box, with the radio
button vs. the card sort
Card Sort Radio Button
50
45
40
35
30
25
20
15
10
5
0
Completely Very Fairly Not Very Not at all
We saw no difference in the amount of time required to do
the card sort, compared to the radio button
33. Card Sort Usage Conclusions
Attitude statements are good candidates for use with card sorts.
Ratings of single items is also a good use, as the data appears to
be more varied.
Card sorts also provide a welcome change of the type of task
respondents are asked to do.
35. Multi Choice Magnetic Boards
People enjoy the magnetic board exercise, rating it higher on
โfun to completeโ and โeasier than mostโ compared to a radio
button
While conceptually similar to a visual grid or radio button grid,
we find that the magnetic board question results in different, yet
similar results.
We conducted a head to head test of a magnetic board question
vs. a radio button and a visual grid design, using three different
arms of the study, each of whom used a different question type.
36. Comparison of Multi-choice (binary) Brand Associations Using MC
Grid (radio button), Visual Grid and Magnetic Boards
When people used the Magnetic Board, the pattern of attributes chosen was very
similar to that observed with the grids, but there were roughly half the number of
attributes chosen.
80% Visual Grid Radio Button
Magnetic Board
70%
60%
50%
40%
30%
20%
10%
0%
1 3 5 7 9 11 13 15 17 19 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51
[RICH MEDIAโVISUAL GRID & SLIDER] Here is a list of words and phrases that might describe these stores, to varying degrees.
Please indicate how closely you associate each word or phrase with each store, by either clicking on the column under the rating
or by dragging the checkmark to the column you choose. [FLATโRADIO BUTTON GRID] Here is a list of words and phrases that
might describe these stores, to varying degrees. Please indicate how closely you associate each word or phrase with each store,
by clicking on the column under the rating you choose.
These numbers represent the combination of the answers for all brands
37. Multi Choice Magnetic Boards: time spent and
explanatory power
People spent as long on the magnetic type exercise as they did
on the visual gridโeven those they ended up choosing half the
number of attributes
Interestingly, when we modelled the strength of the attributes
ability to predict overall liking of the brand, we found that the
visual grid and magnetic type question types had the same level
of explanatory powerโeven though there were half the number
of attributes included.
37
38. Multi Choice Magnetic Boards: Conclusions
Multi choice magnetic boards are engaging, but people respond
to them differently. So donโt use them to replace your flat multi
choice grids questions in a tracker.
But do think of magnetic boards for things like monadic brand
association exercises, shopping exercises or the like.
38
39. Highlighter and Click Map: Unique data?
While the highlighter can obviously be used in in-person
interviews in the real world, there is no other equivalent way of
capturing this data.
Click maps, however, have been compared to eye tracking, a
relatively costly and laborious process.
39
40. Research on Click Maps Vs. Eye Tracking
When looking at total clicks versus eye movements, results are similar
Traditional Central
Click Map Online Location Eye Tracking
High
Low
โข Note: Heat mapping shows all clicks (up to 3 clicks per person) and all views (6 seconds). Online: Please look at the package
below and click on the first three things that catch your attention. CLT: Please look at the products on the screen as you would
when youโre out shopping. 40
41. Highlighter and Click Map Conclusions
The data is qualitative, but the reporting is very clear
When dealing with multiple languages, know that the
highlighter results will need to be analysed separately
Click maps can replace eye tracking, in some uses.
41
43. So what do we make of these question types?
We see that visual question types tend to be more engaging
We have seen
We also see that they gather somewhat different data: data
that we suggest is โbetterโ because there is greater use of
the full scale and fewer โdonโt knowsโ.
But in the case of something like magnetic type, we see that
visual questions can capture data that is, in some ways, very
different .
And in the case of something like a click map, we find it can
be very similar to something like eye tracking.
44. But the interesting question is: how do you see
them being used?
How might you use them in new and unique
ways?
Letโs have a go at creating a questionnaire
using visual question typesโฆ
44