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Responsive Design Tested
What a recent experiment reveals about the potential ROI of
mobile design
We’re sharing on Twitter!
#WebClinic
Today’s speakers

Austin McCraw

Jon Powell

Senior Editorial Analyst
MECLABS

Senior Manager, Research
and Strategy
MECLABS
What is responsive design?
Unresponsive

Responsive
What is responsive design?
The MECLABS Conversion Index

C = 4m + 3v + 2(i - f) - 2a©
Friction: Psychological resistance to a
given element in the conversion
process, typically in the form of:
• Unnecessary length
• Unnecessary difficulty
?

What impact does responsive design
have on friction experienced by the
customer?
Experiment: Background
Experiment ID: TP1933
Record Location: MECLABS Research Library
Research Partner: [Protected]

Background: A large news media organization trying to determine whether it should
invest in responsive mobile design.
Goal: To significantly increase the number of free trial sign-ups.
Research Question: Which design will generate the highest rate of free trial sign-ups:
responsive or unresponsive?
Test Design: A/B multifactor split test
Experiment: Control (unresponsive)
Desktop

*Android devices also included in this test

Tablet
Experiment: Control (unresponsive)
Desktop

*Android devices also included in this test

Mobile
Experiment: Treatment (responsive)
Desktop

*Android devices also included in this test

Tablet
Experiment: Treatment (responsive)
Desktop

*Android devices also included in this test

Mobile
Experiment: Side-by-side
Unresponsive

*Android devices also included in this test

Responsive
Experiment: Results

56% Aggregate increase in conversion

The responsive design treatment showed an aggregate statistically significant difference in
free trial subscriptions when compared to the control.

Design

Conversion Rate

Control – Unresponsive

3.71%

Treatment – Responsive

5.80%

% Relative Change:

*Android devices are also part of these results

56.41%
?

Why did the responsive design
outperform the unresponsive by so
much?
Experiment: Results

56% Aggregate increase in conversion

The responsive design treatment showed an aggregate statistically significant difference in
free trial subscriptions when compared to the control.

Design

Conversion Rate

Control – Unresponsive

3.71%

Treatment – Responsive

5.80%

% Relative Change:

*Android devices are also part of these results

56.41%
Experiment: Results
Design

Conversion Rate

56% Aggregate Increase in Conversion

Control – Unresponsive

3.71%

The responsive design treatment showed an aggregate statistically significant difference in
+ Desktop trial subscriptions when compared to the control
%
free
+ Tablet
%
+ Mobile

Treatment – Responsive

%

5.80%

+ Desktop

%

+ Tablet

%

+ Mobile

%

?

Which device makes the greatest contribution to the total difference?
!

Today, we are going to review test data
for each device category to determine its
total impact on perceived friction.
Desktop Performance
Responsive design tested
Experiment: Desktop control
Unresponsive

• For most screen sizes, all primary content
is accessible without action
• The primary content is framed within a
faux pop-up style box over a faded
background
Experiment: Desktop treatment
Responsive

• Like the control, all primary content is
accessible without action
• The faux pop-up frame, however, is
completely eliminated
Experiment: Desktop side-by-side
Unresponsive

Responsive
Experiment: Desktop results

105% Increase in conversion

The responsive design desktop treatment showed a statistically significant difference in free
trial subscriptions when compared to the control.

Design

Conversion Rate

Desktop Control – Unresponsive

2.65%

Desktop Treatment – Responsive

5.43%

% Relative Change:

104.57%
?

What was actually responsible for the
difference in performance?
Tablet Performance
Responsive design tested
Experiment: Tablet control
Unresponsive

iOS:
• The majority of the content is
accessible without action
(supporting image requires
scrolling)
• A portion of the bottom of the
page shows the pop-up
Android:
• All of the content is accessible
without action; may require zoom
for certain devices
• Supporting imagery and aesthetic
quality is lost in the page load
Experiment: Tablet treatment
Responsive

iOS:
• The supporting image is
immediately visible and the popup background is completely
eliminated
Android:
• Significant improvement in
aesthetic and page load, though
the supporting image is still lost

• Only vertical scrolling required for
ancillary content
Experiment: Tablet side-by-side
Unresponsive

Responsive
Experiment: Tablet results

X

No significant difference in conversion
The responsive design tablet treatment showed no statistically significant difference in free
trial subscriptions when compared to the control.

Design

Conversion Rate

Tablet Control – Unresponsive

7.24%

Tablet Treatment – Responsive

8.81%

% Relative Change:

21.6%
?

Why did the same treatments perform
differently on different devices?
Mobile Performance
Responsive design tested
Experiment: Mobile control
Unresponsive

iOS:
• Requires scrolling to read complete
sentences
• Also requires scrolling to see all
required fields and the primary call-toaction
Android:
• Requires one to two pinches to zoom
movements and read the content
• When zoomed in, requires horizontal
scrolling to read complete sentences
Experiment: Mobile treatment
Responsive

• Requires vertical scrolling to get to all fields
as well as the call-to-action
• Complete sentences are available without
action

• Generally a consistent experience across
major device platforms
Experiment: Mobile side-by-side
Unresponsive

Responsive
Experiment: Mobile results

X

No significant difference in conversion
The responsive design mobile treatment showed no statistically significant difference in free
trial subscriptions when compared to the control.

Design

Conversion Rate

Mobile Control – Unresponsive

5.14%

Mobile Treatment – Responsive

4.34%

% Relative Change:

-15.6%
Experiment: All results
Design

Conversion Rate

% Rel. Change

3.71%

-

+ Desktop

2.65%

-

+ Tablet

7.24%

-

+ Mobile

5.14%

-

5.80%

+56.4%

+ Desktop

5.43%

+104.6%

+ Tablet

8.81%

+21.6%

Control – Unresponsive

Treatment – Responsive

+ Mobile

?

% Relative Change:
4.34%

56.41%
-15.6%

What is the customer wisdom? Why did the treatment win in
aggregate?
What you need to understand
The MECLABS Conversion Index

C = 4m + 3v + 2(i - f) - 2a

©

Friction

The mobile and tablet treatments
made significant changes in layout;
they did not, however, make
significant changes in friction
experienced by the customer
What you need to understand
The MECLABS Conversion Index

C = 4m + 3v + 2(i - f) - 2a

©

Friction
Anxiety

The desktop treatment did something
slightly different
The move to responsive design
coincidentally reduced both friction
and anxiety by eliminating the pop-up
appearance of the control
Responsive design tested

F

Key Principles

1. Responsive design, like any new technology or technique, does not necessarily
increase conversion. This is because we are not optimizing design, we are
optimizing thought sequences.

2. Responsive design is only as effective as the degree of change it affects in the
mind of the customer.
3. This requires you to consider not only how responsive design will impact the
look of the page, but the customers perception on two levels:
•
•

Friction: How much will responsive design decrease perceived effort?
Anxiety: How much will responsive design decrease perceived concern?
EXCLUSIVE SAVINGS
Save an EXTRA
$200 on Email
Summit Tickets
Use promo code:

515-ST-1010
*Offer expires January 24
Experiment: Background
Experiment ID: TP1933
Record Location: MECLABS Research Library
Research Partner: [Protected]

Background: A large technology company selling software to small businesses.
Goal: To significantly increase the number of software purchases.
Research Question: Which design will generate the highest rate of software
purchases?
Test Design: A/B multifactor split test
Experiment: Side-by-side
Control

COLUMN #1

Treatment

COLUMN #2

COLUMN #1
Which treatment won?
To see the results …
Live: Jan. 22 at 4:00 p.m. EST

Watch live or get the full 35-minute video
replay
• What is the optimal number of columns for a
page?
• How should columns be weighted on a page?
• Which is better: a right sidebar or left
sidebar?

To watch live or view the full video replay when it is available, register at the link below:

MarketingExperiments.com/Columns
See how you can conduct research with us
MECLABS conducts rigorous experiments in the new science of optimization. We apply our
discoveries to help leaders optimize the financial performance of their sales and
marketing programs.
Learn more about how you may
be a fit for a MECLABS Research
Partnership:
• Select Research Partnership
Opportunities on the postwebinar survey
• Contact us directly
info@MECLABS.com
1-877-635-0565

x

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Responsive Design Tested: What a recent experiment reveals about the potential ROI of mobile design

  • 1. Responsive Design Tested What a recent experiment reveals about the potential ROI of mobile design
  • 2. We’re sharing on Twitter! #WebClinic
  • 3. Today’s speakers Austin McCraw Jon Powell Senior Editorial Analyst MECLABS Senior Manager, Research and Strategy MECLABS
  • 4. What is responsive design? Unresponsive Responsive
  • 5. What is responsive design? The MECLABS Conversion Index C = 4m + 3v + 2(i - f) - 2a© Friction: Psychological resistance to a given element in the conversion process, typically in the form of: • Unnecessary length • Unnecessary difficulty
  • 6. ? What impact does responsive design have on friction experienced by the customer?
  • 7. Experiment: Background Experiment ID: TP1933 Record Location: MECLABS Research Library Research Partner: [Protected] Background: A large news media organization trying to determine whether it should invest in responsive mobile design. Goal: To significantly increase the number of free trial sign-ups. Research Question: Which design will generate the highest rate of free trial sign-ups: responsive or unresponsive? Test Design: A/B multifactor split test
  • 8. Experiment: Control (unresponsive) Desktop *Android devices also included in this test Tablet
  • 9. Experiment: Control (unresponsive) Desktop *Android devices also included in this test Mobile
  • 10. Experiment: Treatment (responsive) Desktop *Android devices also included in this test Tablet
  • 11. Experiment: Treatment (responsive) Desktop *Android devices also included in this test Mobile
  • 12. Experiment: Side-by-side Unresponsive *Android devices also included in this test Responsive
  • 13. Experiment: Results 56% Aggregate increase in conversion The responsive design treatment showed an aggregate statistically significant difference in free trial subscriptions when compared to the control. Design Conversion Rate Control – Unresponsive 3.71% Treatment – Responsive 5.80% % Relative Change: *Android devices are also part of these results 56.41%
  • 14. ? Why did the responsive design outperform the unresponsive by so much?
  • 15. Experiment: Results 56% Aggregate increase in conversion The responsive design treatment showed an aggregate statistically significant difference in free trial subscriptions when compared to the control. Design Conversion Rate Control – Unresponsive 3.71% Treatment – Responsive 5.80% % Relative Change: *Android devices are also part of these results 56.41%
  • 16. Experiment: Results Design Conversion Rate 56% Aggregate Increase in Conversion Control – Unresponsive 3.71% The responsive design treatment showed an aggregate statistically significant difference in + Desktop trial subscriptions when compared to the control % free + Tablet % + Mobile Treatment – Responsive % 5.80% + Desktop % + Tablet % + Mobile % ? Which device makes the greatest contribution to the total difference?
  • 17. ! Today, we are going to review test data for each device category to determine its total impact on perceived friction.
  • 19. Experiment: Desktop control Unresponsive • For most screen sizes, all primary content is accessible without action • The primary content is framed within a faux pop-up style box over a faded background
  • 20. Experiment: Desktop treatment Responsive • Like the control, all primary content is accessible without action • The faux pop-up frame, however, is completely eliminated
  • 22. Experiment: Desktop results 105% Increase in conversion The responsive design desktop treatment showed a statistically significant difference in free trial subscriptions when compared to the control. Design Conversion Rate Desktop Control – Unresponsive 2.65% Desktop Treatment – Responsive 5.43% % Relative Change: 104.57%
  • 23. ? What was actually responsible for the difference in performance?
  • 25. Experiment: Tablet control Unresponsive iOS: • The majority of the content is accessible without action (supporting image requires scrolling) • A portion of the bottom of the page shows the pop-up Android: • All of the content is accessible without action; may require zoom for certain devices • Supporting imagery and aesthetic quality is lost in the page load
  • 26. Experiment: Tablet treatment Responsive iOS: • The supporting image is immediately visible and the popup background is completely eliminated Android: • Significant improvement in aesthetic and page load, though the supporting image is still lost • Only vertical scrolling required for ancillary content
  • 28. Experiment: Tablet results X No significant difference in conversion The responsive design tablet treatment showed no statistically significant difference in free trial subscriptions when compared to the control. Design Conversion Rate Tablet Control – Unresponsive 7.24% Tablet Treatment – Responsive 8.81% % Relative Change: 21.6%
  • 29. ? Why did the same treatments perform differently on different devices?
  • 31. Experiment: Mobile control Unresponsive iOS: • Requires scrolling to read complete sentences • Also requires scrolling to see all required fields and the primary call-toaction Android: • Requires one to two pinches to zoom movements and read the content • When zoomed in, requires horizontal scrolling to read complete sentences
  • 32. Experiment: Mobile treatment Responsive • Requires vertical scrolling to get to all fields as well as the call-to-action • Complete sentences are available without action • Generally a consistent experience across major device platforms
  • 34. Experiment: Mobile results X No significant difference in conversion The responsive design mobile treatment showed no statistically significant difference in free trial subscriptions when compared to the control. Design Conversion Rate Mobile Control – Unresponsive 5.14% Mobile Treatment – Responsive 4.34% % Relative Change: -15.6%
  • 35. Experiment: All results Design Conversion Rate % Rel. Change 3.71% - + Desktop 2.65% - + Tablet 7.24% - + Mobile 5.14% - 5.80% +56.4% + Desktop 5.43% +104.6% + Tablet 8.81% +21.6% Control – Unresponsive Treatment – Responsive + Mobile ? % Relative Change: 4.34% 56.41% -15.6% What is the customer wisdom? Why did the treatment win in aggregate?
  • 36. What you need to understand The MECLABS Conversion Index C = 4m + 3v + 2(i - f) - 2a © Friction The mobile and tablet treatments made significant changes in layout; they did not, however, make significant changes in friction experienced by the customer
  • 37. What you need to understand The MECLABS Conversion Index C = 4m + 3v + 2(i - f) - 2a © Friction Anxiety The desktop treatment did something slightly different The move to responsive design coincidentally reduced both friction and anxiety by eliminating the pop-up appearance of the control
  • 38. Responsive design tested F Key Principles 1. Responsive design, like any new technology or technique, does not necessarily increase conversion. This is because we are not optimizing design, we are optimizing thought sequences. 2. Responsive design is only as effective as the degree of change it affects in the mind of the customer. 3. This requires you to consider not only how responsive design will impact the look of the page, but the customers perception on two levels: • • Friction: How much will responsive design decrease perceived effort? Anxiety: How much will responsive design decrease perceived concern?
  • 39. EXCLUSIVE SAVINGS Save an EXTRA $200 on Email Summit Tickets Use promo code: 515-ST-1010 *Offer expires January 24
  • 40. Experiment: Background Experiment ID: TP1933 Record Location: MECLABS Research Library Research Partner: [Protected] Background: A large technology company selling software to small businesses. Goal: To significantly increase the number of software purchases. Research Question: Which design will generate the highest rate of software purchases? Test Design: A/B multifactor split test
  • 43. To see the results … Live: Jan. 22 at 4:00 p.m. EST Watch live or get the full 35-minute video replay • What is the optimal number of columns for a page? • How should columns be weighted on a page? • Which is better: a right sidebar or left sidebar? To watch live or view the full video replay when it is available, register at the link below: MarketingExperiments.com/Columns
  • 44. See how you can conduct research with us MECLABS conducts rigorous experiments in the new science of optimization. We apply our discoveries to help leaders optimize the financial performance of their sales and marketing programs. Learn more about how you may be a fit for a MECLABS Research Partnership: • Select Research Partnership Opportunities on the postwebinar survey • Contact us directly info@MECLABS.com 1-877-635-0565 x

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