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The Funnel Study
Shopping carts and cute baby bunnies
Background

 As many as 72% of shoppers abandon online shopping
  carts
 Behaviorist psychology theory suggests shoppers are
  increasingly concerned with negative consequences as
  they get closer to completing checkout
 Previous research identified “perceived risks” that may
  impact online shopping, including:
      difficulty judging product quality online
      product performance concerns
      mistrust in delivery
      misuse of personal information including credit card data
      loss of time and convenience
Study Focus

Primary question:
  Are there any cues added during the
   checkout process that could alleviate
   customers’ perceived risks?


Secondary Question:
  Which of the cues have the biggest
   effect on checkout funnel?
Methodology

 Between-subject, multivariate experiment

 Seven scenarios, via embedded videos, with
  specific cues introduced during checkout

 Videos assigned randomly to the 94 respondents

 Questions assessed self-reported likelihood to
  complete transaction, various impressions about
  the vendor; additional questions focused on online
  shopping habits and online shopping perceptions
Key Metrics
 Which video was shown?
 Assuming the scenario shown in the video is true,
  which of the following would you do right now?
 Indicators of perceived risk
    Impression of the vendor
    Influence factors: ability to gage product quality, site
     security, return guarantee, free shipping, etc.
Analysis
 Basic Frequencies, including Crosstab
  comparisons of key metrics
 Various Correlations using Which Video and What
  Would You Do Now? as criterions.
 Factor analysis for 5, 7, and 10 factors.
 Various ANOVA (F) tests of key metrics, and also
  filtering data by which video was shown.
Findings
I can haz moar data plz?
Self-reported shopping influences
   60
                                       Device
   50

   40                                  Payment Info

   30                                  gauge product
                                       quality
   20
                                       Site Design
   10
                                       Site Security
       0

                                       Privacy Policy

                                       Cost of Shipping



N=94
What would you do?

     Strongly disagree                  Disagree   Not important      Agree       Strongly agree


                       undecided

leave the site without completing
                   the transaction
save the shopping cart and return
                             later
continue shopping and add more
      to cart before checking out

        complete this transaction

                                     I consider      I am not        I am not           When
                                       online       concerned       concerned        purchasing
                                     shopping      about giving    about giving     from a less-
                                     generally        out my          out my           familiar
                                        safe        credit card     credit card       vendor, I
                                                   information     information         look for
                                                     online *         online        certain signs
                                                                                     of security
                                                                                      measures
                                                                                        before
                                                                                     purchasing
       N = 83
What would you do?
                              complete this
Estimated ship time
                              transaction

          Live chat
                              continue shopping
                              and add more to cart
  Satisfaction guar.
                              before checking out

3rd party checkouts           save the shopping
                              cart and return later
 Prominent privacy
                              leave the site without
      Free shipping           completing the
                              transaction
   Control scenario
                              undecided
Conclusion:
         Try bunnies

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The funnel study

  • 1. The Funnel Study Shopping carts and cute baby bunnies
  • 2. Background  As many as 72% of shoppers abandon online shopping carts  Behaviorist psychology theory suggests shoppers are increasingly concerned with negative consequences as they get closer to completing checkout  Previous research identified “perceived risks” that may impact online shopping, including:  difficulty judging product quality online  product performance concerns  mistrust in delivery  misuse of personal information including credit card data  loss of time and convenience
  • 3. Study Focus Primary question: Are there any cues added during the checkout process that could alleviate customers’ perceived risks? Secondary Question: Which of the cues have the biggest effect on checkout funnel?
  • 4. Methodology  Between-subject, multivariate experiment  Seven scenarios, via embedded videos, with specific cues introduced during checkout  Videos assigned randomly to the 94 respondents  Questions assessed self-reported likelihood to complete transaction, various impressions about the vendor; additional questions focused on online shopping habits and online shopping perceptions
  • 5. Key Metrics  Which video was shown?  Assuming the scenario shown in the video is true, which of the following would you do right now?  Indicators of perceived risk  Impression of the vendor  Influence factors: ability to gage product quality, site security, return guarantee, free shipping, etc.
  • 6. Analysis  Basic Frequencies, including Crosstab comparisons of key metrics  Various Correlations using Which Video and What Would You Do Now? as criterions.  Factor analysis for 5, 7, and 10 factors.  Various ANOVA (F) tests of key metrics, and also filtering data by which video was shown.
  • 7. Findings I can haz moar data plz?
  • 8. Self-reported shopping influences 60 Device 50 40 Payment Info 30 gauge product quality 20 Site Design 10 Site Security 0 Privacy Policy Cost of Shipping N=94
  • 9. What would you do? Strongly disagree Disagree Not important Agree Strongly agree undecided leave the site without completing the transaction save the shopping cart and return later continue shopping and add more to cart before checking out complete this transaction I consider I am not I am not When online concerned concerned purchasing shopping about giving about giving from a less- generally out my out my familiar safe credit card credit card vendor, I information information look for online * online certain signs of security measures before purchasing N = 83
  • 10. What would you do? complete this Estimated ship time transaction Live chat continue shopping and add more to cart Satisfaction guar. before checking out 3rd party checkouts save the shopping cart and return later Prominent privacy leave the site without Free shipping completing the transaction Control scenario undecided
  • 11. Conclusion: Try bunnies

Notas do Editor

  1. complete this transactioncontinue shopping and add more to cart before checking outsave the shopping cart and return laterleave the site without completing the transactionundecided