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Radio Buttons vs. Dropdowns
How knowing the right way to collect customer information
led to a 15% lift in orders
We’re sharing on Twitter!
#WebClinic
Today’s speakers
Austin McCraw
Director
Content Production

Jon Powell
Senior Manager
Research and Strategy

MECLABS
@McOptimize

MECLABS
@jonpowell31

Lauren Pitchford
Optimization Manager
MECLABS
Experiment: Background
Experiment ID: TP1774
Record Location: MECLABS Research Library
Research Partner: [Protected]
Background: A large people search company catering to customers searching for
military personnel.
Goal: To significantly increase the total number of subscriptions.
Research Question: Which subscription option format will produce the highest
subscription rate: a dropdown or radio button?
Test Design: A/B single factorial split test
Experiment: Treatment 1
Treatment 1
Experiment: Treatment 2
Treatment 2
Experiment: Side-by-side
Treatment 1
Treatment 2

Which treatment won?
Experiment: Results

15% Relative increase in orders

In this case, the radio button field outperformed the dropdown field by 15% in order rate.

Design

Order Rate

Stat. Significance

Treatment 1 – Radio Buttons

11.73%

-

Treatment 2 – Dropdown

10.69%

-

14.6%

92%

% Relative Change:
Experiment analysis
Treatment 1
Treatment 2

15%
Order Rate

Shouldn’t the shorter form produce better results?
What we discovered

F

Key Principles

1. One of the most effective ways to improve the performance of the webpage is to
reduce friction (psychological resistance).
What is friction?
Definition: Friction
Physics: A force that resists the relative motion or tendency to such motion of
two bodies in contact.
Marketing: Psychological resistance to a given element in the sales process.

For more on friction: MECLABS.com/LPO
What is friction?
From this

To this

Protocol ID: TP1267

40%
Revenue per Visit
What is friction?
Protocol ID: TP1341

From this

To this

189%
In Conversion
What is friction?
Protocol ID: TP1291

From this

To this

201%
Capture Rate

• Treatment asks
for one less
piece of
information
What we discovered

F

Key Principles

1. One of the most effective ways to improve the performance of the webpage is to
reduce friction (psychological resistance).
2. However, in our attempts to minimize friction (length-oriented), we must beware
of undermining the conversation with the customer in 2 ways:
i.

Intensifying difficulty-oriented friction
Danger #1. Increasing difficulty

fSC = lT + dT

©

Wherein:
fSC = Friction of sales conversion
lT = Length (time)
dT = Difficulty

Design Elements
• Eye Path
• Options Selection
• Button Design
• Organization
• Flash Video

For more on friction: MECLABS.com/LPO
Danger #1. Increasing difficulty
• By moving from a
radio to dropdown
field, we significantly
reduced the
perceived length of
the form.

Radio

Dropdown
Danger #1. Increasing difficulty
• However, length is only
one form of friction. By
reducing the length, we
inadvertently increased
difficulty.

• Now, instead of clearly
seeing all of the options
available to the
customer, they have to
click and squint to
examine the options.

Dropdown
Danger #1. Increasing difficulty
Example

Protocol ID: TP1666

Page 1

Version A
Page 2

Page 3

• Version A is a 3-step cart
checkout process. The
length of the process is
significant.

• Our analysts
hypothesized that by
shortening the steps into
a one-page accordion
checkout process, we
could reduce lengthoriented friction.
Danger #1. Increasing difficulty
Example

Protocol ID: TP1666

Page 1

Version A

Version B
Page 2

Page 3

Page 1

29%

Conversion Rate
Danger #1. Increasing difficulty
Example

Version B
Page 1

!

What You Need to Understand: While we
may have reduced length, we increased
the perceived difficulty of the checkout.
As a result, the conversion rate dropped.

29%

Conversion Rate
Danger #1. Increasing difficulty
Example
Protocol ID: TP1055

Control

Treatment

60%
In Revenue

!

What You Need to Understand: By not suggesting donation amounts, we made
the form shorter, but the value of the donation was undermined by 60%.
What we discovered

F

Key Principles

1. One of the most effective ways to improve the performance of the webpage is to
reduce friction (psychological resistance).
2. However, in our attempts to minimize friction (length-oriented), we must beware
of undermining the conversation with the customer in 2 ways:
i.

Intensifying difficulty-oriented friction

ii.

Eliminating necessary value force
Danger #2. Undermining value

Cost
Force

Value
Force

VfAc - CfAc = Nf
Danger #2. Undermining value
Treatment 1

Treatment 2

?

How might Treatment 2 be
undermining the value in
Treatment 1?
Danger #2. Undermining value
Treatment 1

?

Which price format do you
see first in Treatment 1?
a. Per month
b. Total
Danger #2. Undermining value
Treatment 2

?

Which price format do you
see first in Treatment 2?

a. Per month
b. Total
Danger #2. Undermining value
Treatment 1

• By de-emphasizing the savings
and/or placing the total price
before the monthly price in
Treatment 2, we undermined
the value.
Treatment 2

• Between the lack of emphasis
or and/or the point-first
structure of the price, the
savings are clearly bolded and
easier to understand in
Treatment 1.
Danger #2. Undermining value
Experiment - Background

Experiment IDs: TP1662
Record Location: MECLABS Research Library
Research Partner: (Protected)
Background: An addiction and mental health rehabilitation facility.
Goal: Increase the total number of leads captured.
Primary Research Question: Which page will obtain the most form submissions?
Approach: A/B multifactor split
Danger #2. Undermining value
Experiment - Treatment

Version A

• Version A is long copy
information on the treatment
centers.
• The call-to-action is at the
bottom of the page.
Danger #2. Undermining value
Experiment - Control

Version B

• Version B short-form page
template with a rotating
banner.

• Call-to-action is on the righthand side above the fold.
Danger #2. Undermining value
Experiment - Results

69% Relative decrease in capture rate
The shorter version B decreased capture rate by 69%.

Design

Capture Rate

Version A

2.48%

Version B

0.78%

% Relative Change:

!

68.5%

What You Need to Understand: The shorter length of the page made it more
difficult for the right customers to gain the information they needed. By
decreasing the length, conversions decreased by 69%.
Danger #2. Undermining value
Experiment - Treatment
Protocol ID: 1700

Treatment

Control

36%
In Total Sales
Danger #2. Undermining value
Example

Control

Treatment

16%
In Conversions

Protocol ID: TP1362
Danger #2. Undermining value
Example

Protocol ID: TP1740

Not this

But this

24%
Purchase Rate

!

What You Need to Understand: By adding two fields (start date and number
of copies per day) we also added clarity and value to the form. The control
form was undermining the value by 24%.
Radio buttons vs. dropdowns?
Radio Buttons
Dropdown

?

Which capture technique should you use?
Summary: Putting it all together

F

Key Principles

1. One of the most effective ways to improve the performance of the webpage is to
reduce friction (psychological resistance).
2. However, in our attempts to minimize friction (length-oriented), we must beware
of undermining the conversation with the customer in 2 ways:
i.
ii.

3.

Intensifying difficulty-oriented friction
Eliminating necessary value force

In the end, increasing conversion is less about the technique (dropdowns vs. radio
buttons), and more about understanding the entire mental impact (value vs. cost).
Live Optimization
Live optimization
Cornerstones4Care
Primary Audience: People with diabetes
Primary Objective: Resources

http://bit.ly/1hgb98I

#WebClinic
Live optimization
SunPro Solar
Primary Audience: Home owners
Primary Objective: Lead generation

http://bit.ly/1llD1Mb

#WebClinic
Live optimization
Netelligent.ca
Primary Audience: B2B availability services
Primary Objective: Lead generation page

http://bit.ly/1jAhoED

#WebClinic
Live optimization
HRSA
Primary Audience: Public interested in census health data
Primary Objective: Informational site

http://1.usa.gov/1pteftT

#WebClinic
Live optimization
Zycus
Primary Audience: Professional organizations
Primary Objective: Lead generation form fill

http://bit.ly/1fTPzmi

#WebClinic
Live optimization
Strayer University
Primary Audience: Prospective students
Primary Objective: Recruitment

http://bit.ly/1fTQ9k5

#WebClinic
Next Clinic: Background
Experiment ID: TP1785
Record Location: MarketingExperiments Research Library
Research Partner: (Protected)
Background: A large global media company seeking to sell premium software to
businesses.
Goal: To move visitors to the next step in the funnel.
Research Question: Which call-to-action will result in a significant increase in clicks
and leads captured?
Test Design: Single factorial A/B split
Next Clinic: Side-by-side
Treatment A

Treatment B

Treatment D

Treatment C

Treatment E

Which treatment won?
To see the results
Live March 12 at 4:00 p.m. EST

Join the live 35-minute Web clinic
•
•
•
•

What is the best color for my CTAs?
What is the best position?
How many CTAs are optimal on a page?
What is the best CTA copy?

To join live, register at the link below:

MarketingExperiments.com/EffectiveCTAs
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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Radio Buttons vs. Dropdowns: How knowing the right way to collect customer information led to a 15% lift in orders

  • 1. Radio Buttons vs. Dropdowns How knowing the right way to collect customer information led to a 15% lift in orders
  • 2. We’re sharing on Twitter! #WebClinic
  • 3. Today’s speakers Austin McCraw Director Content Production Jon Powell Senior Manager Research and Strategy MECLABS @McOptimize MECLABS @jonpowell31 Lauren Pitchford Optimization Manager MECLABS
  • 4. Experiment: Background Experiment ID: TP1774 Record Location: MECLABS Research Library Research Partner: [Protected] Background: A large people search company catering to customers searching for military personnel. Goal: To significantly increase the total number of subscriptions. Research Question: Which subscription option format will produce the highest subscription rate: a dropdown or radio button? Test Design: A/B single factorial split test
  • 8. Experiment: Results 15% Relative increase in orders In this case, the radio button field outperformed the dropdown field by 15% in order rate. Design Order Rate Stat. Significance Treatment 1 – Radio Buttons 11.73% - Treatment 2 – Dropdown 10.69% - 14.6% 92% % Relative Change:
  • 9. Experiment analysis Treatment 1 Treatment 2 15% Order Rate Shouldn’t the shorter form produce better results?
  • 10. What we discovered F Key Principles 1. One of the most effective ways to improve the performance of the webpage is to reduce friction (psychological resistance).
  • 11. What is friction? Definition: Friction Physics: A force that resists the relative motion or tendency to such motion of two bodies in contact. Marketing: Psychological resistance to a given element in the sales process. For more on friction: MECLABS.com/LPO
  • 12. What is friction? From this To this Protocol ID: TP1267 40% Revenue per Visit
  • 13. What is friction? Protocol ID: TP1341 From this To this 189% In Conversion
  • 14. What is friction? Protocol ID: TP1291 From this To this 201% Capture Rate • Treatment asks for one less piece of information
  • 15. What we discovered F Key Principles 1. One of the most effective ways to improve the performance of the webpage is to reduce friction (psychological resistance). 2. However, in our attempts to minimize friction (length-oriented), we must beware of undermining the conversation with the customer in 2 ways: i. Intensifying difficulty-oriented friction
  • 16. Danger #1. Increasing difficulty fSC = lT + dT © Wherein: fSC = Friction of sales conversion lT = Length (time) dT = Difficulty Design Elements • Eye Path • Options Selection • Button Design • Organization • Flash Video For more on friction: MECLABS.com/LPO
  • 17. Danger #1. Increasing difficulty • By moving from a radio to dropdown field, we significantly reduced the perceived length of the form. Radio Dropdown
  • 18. Danger #1. Increasing difficulty • However, length is only one form of friction. By reducing the length, we inadvertently increased difficulty. • Now, instead of clearly seeing all of the options available to the customer, they have to click and squint to examine the options. Dropdown
  • 19. Danger #1. Increasing difficulty Example Protocol ID: TP1666 Page 1 Version A Page 2 Page 3 • Version A is a 3-step cart checkout process. The length of the process is significant. • Our analysts hypothesized that by shortening the steps into a one-page accordion checkout process, we could reduce lengthoriented friction.
  • 20. Danger #1. Increasing difficulty Example Protocol ID: TP1666 Page 1 Version A Version B Page 2 Page 3 Page 1 29% Conversion Rate
  • 21. Danger #1. Increasing difficulty Example Version B Page 1 ! What You Need to Understand: While we may have reduced length, we increased the perceived difficulty of the checkout. As a result, the conversion rate dropped. 29% Conversion Rate
  • 22. Danger #1. Increasing difficulty Example Protocol ID: TP1055 Control Treatment 60% In Revenue ! What You Need to Understand: By not suggesting donation amounts, we made the form shorter, but the value of the donation was undermined by 60%.
  • 23. What we discovered F Key Principles 1. One of the most effective ways to improve the performance of the webpage is to reduce friction (psychological resistance). 2. However, in our attempts to minimize friction (length-oriented), we must beware of undermining the conversation with the customer in 2 ways: i. Intensifying difficulty-oriented friction ii. Eliminating necessary value force
  • 24. Danger #2. Undermining value Cost Force Value Force VfAc - CfAc = Nf
  • 25. Danger #2. Undermining value Treatment 1 Treatment 2 ? How might Treatment 2 be undermining the value in Treatment 1?
  • 26. Danger #2. Undermining value Treatment 1 ? Which price format do you see first in Treatment 1? a. Per month b. Total
  • 27. Danger #2. Undermining value Treatment 2 ? Which price format do you see first in Treatment 2? a. Per month b. Total
  • 28. Danger #2. Undermining value Treatment 1 • By de-emphasizing the savings and/or placing the total price before the monthly price in Treatment 2, we undermined the value. Treatment 2 • Between the lack of emphasis or and/or the point-first structure of the price, the savings are clearly bolded and easier to understand in Treatment 1.
  • 29. Danger #2. Undermining value Experiment - Background Experiment IDs: TP1662 Record Location: MECLABS Research Library Research Partner: (Protected) Background: An addiction and mental health rehabilitation facility. Goal: Increase the total number of leads captured. Primary Research Question: Which page will obtain the most form submissions? Approach: A/B multifactor split
  • 30. Danger #2. Undermining value Experiment - Treatment Version A • Version A is long copy information on the treatment centers. • The call-to-action is at the bottom of the page.
  • 31. Danger #2. Undermining value Experiment - Control Version B • Version B short-form page template with a rotating banner. • Call-to-action is on the righthand side above the fold.
  • 32. Danger #2. Undermining value Experiment - Results 69% Relative decrease in capture rate The shorter version B decreased capture rate by 69%. Design Capture Rate Version A 2.48% Version B 0.78% % Relative Change: ! 68.5% What You Need to Understand: The shorter length of the page made it more difficult for the right customers to gain the information they needed. By decreasing the length, conversions decreased by 69%.
  • 33. Danger #2. Undermining value Experiment - Treatment Protocol ID: 1700 Treatment Control 36% In Total Sales
  • 34. Danger #2. Undermining value Example Control Treatment 16% In Conversions Protocol ID: TP1362
  • 35. Danger #2. Undermining value Example Protocol ID: TP1740 Not this But this 24% Purchase Rate ! What You Need to Understand: By adding two fields (start date and number of copies per day) we also added clarity and value to the form. The control form was undermining the value by 24%.
  • 36. Radio buttons vs. dropdowns? Radio Buttons Dropdown ? Which capture technique should you use?
  • 37. Summary: Putting it all together F Key Principles 1. One of the most effective ways to improve the performance of the webpage is to reduce friction (psychological resistance). 2. However, in our attempts to minimize friction (length-oriented), we must beware of undermining the conversation with the customer in 2 ways: i. ii. 3. Intensifying difficulty-oriented friction Eliminating necessary value force In the end, increasing conversion is less about the technique (dropdowns vs. radio buttons), and more about understanding the entire mental impact (value vs. cost).
  • 38.
  • 40. Live optimization Cornerstones4Care Primary Audience: People with diabetes Primary Objective: Resources http://bit.ly/1hgb98I #WebClinic
  • 41. Live optimization SunPro Solar Primary Audience: Home owners Primary Objective: Lead generation http://bit.ly/1llD1Mb #WebClinic
  • 42. Live optimization Netelligent.ca Primary Audience: B2B availability services Primary Objective: Lead generation page http://bit.ly/1jAhoED #WebClinic
  • 43. Live optimization HRSA Primary Audience: Public interested in census health data Primary Objective: Informational site http://1.usa.gov/1pteftT #WebClinic
  • 44. Live optimization Zycus Primary Audience: Professional organizations Primary Objective: Lead generation form fill http://bit.ly/1fTPzmi #WebClinic
  • 45. Live optimization Strayer University Primary Audience: Prospective students Primary Objective: Recruitment http://bit.ly/1fTQ9k5 #WebClinic
  • 46. Next Clinic: Background Experiment ID: TP1785 Record Location: MarketingExperiments Research Library Research Partner: (Protected) Background: A large global media company seeking to sell premium software to businesses. Goal: To move visitors to the next step in the funnel. Research Question: Which call-to-action will result in a significant increase in clicks and leads captured? Test Design: Single factorial A/B split
  • 47. Next Clinic: Side-by-side Treatment A Treatment B Treatment D Treatment C Treatment E Which treatment won?
  • 48. To see the results Live March 12 at 4:00 p.m. EST Join the live 35-minute Web clinic • • • • What is the best color for my CTAs? What is the best position? How many CTAs are optimal on a page? What is the best CTA copy? To join live, register at the link below: MarketingExperiments.com/EffectiveCTAs
  • 49. 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