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Data Analysis Section, Amazon 
Usability Case Study 
 
 
 
 
 
 
 
 
 
 
 
Brett Combs 
June 16th 2019 
 
This document is a continuation of the process of planning for and 
conducting user research. The following aspects of analysis will be 
covered for both Task scenarios and the SUS Survey. 
● Data Types 
● Specific variables   
● Expected numbers of observations 
● How data will be analysed 
● How findings will be represented (e.g. tables, graphical representations, or other visualizations) 
● Collection instruments (e.g. data collection spreadsheets, interview guides, etc.) 
 
 
Task Scenarios 
 
This method focuses on observing users behaviors and better understanding their decisions by asking a 
series of follow up questions. Usability testing has been carried out with five users to gather feedback on 
the path to purchase for Amazon.com shoppers. Study participants will be asked to carry out typical tasks 
at Amazon.com. Participants will be recorded including their gestures and facial expressions using the site 
to shop for an item. Video is then transcribed and any comments made by the participant converted to text.  
 
Data Types:  
 
● Screen recordings of the participants session 
● Video recordings of the participant sessions 
● Observations of the researcher 
Variables:  
 
● Duration of usability test 
● Task completion 
 
 
Number of participants (Observations) 
 
● Three 
How data will be analysed 
 
 
Affinity diagramming will be used to categorize insights drawn from the analysis of participant interviews.  
 
● Start playing back the recordings, one user at a time 
● Begin noting down ​insights​ (one insight per post-it, one color per participant) 
● Do the same for notes taken during interviews 
 
 
 
 
 
 
 
 
 
 
 
● Begin sorting insights into categories and adding the category labels to post its  
 
 
 
 
 
 
 
 
 
● Begin grouping similar insights 
 
 
 
 
* For example, an insight that a user could not find a customer support phone number to call and 
another that couldn’t find an email address should be grouped together, summarising that all 
contact details were difficult to find. 
 
● Adjust for perceived impact if solved 
 
With insights written on post-its, categorised into practical headings and prioritised based on 
number of occurrences. The last step is to adjust the priority of insights based on the potential 
impact if solved. Feedback collected during testing sessions is used to adjust the priority of 
grouped insights and reorder them accordingly. 
 
How findings will be represented
 
 
Findings will be represented as a research report document that will include both charts and spreadsheets. 
 
. 
 
 
Collection instruments 
 
 
Affinity map 
 
 
Computer-operating model 
 
 
 
Seven Stages of action
The computer operating model and seven stages of action can be used to analyse the issues
identified based on fundamental categories of interaction.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
System Usability Survey 
 
This method focuses on observing users behaviors and better understanding their decisions by asking a 
series of follow up questions. Usability testing has been carried out with five users to gather feedback on 
the path to purchase for Amazon.com shoppers. Study participants will be asked to carry out typical tasks 
at Amazon.com. Participants will be recorded including their gestures and facial expressions using the site 
to shop for an item. Video is then transcribed and any comments made by the participant converted to text.  
 
Data Types:  
 
● Survey results
Variables:  
 
● Total numbers of corresponding answers given by participants to survey questions 
 
Number of participants (Observations) 
 
● Three 
How data will be analysed 
 
 
Data from surveys will be analysed by considering the correlation between usability test results and survey 
results.  
 
How findings will be represented
 
 
Findings will be represented as apart of the research report document in the form of pie charts. 
 
. 
 
 
 
 
Collection instruments 
 
Google Forms 
 
 
 
Follow Up Interview 
 
Questions 
 
1. Overall, how satisfied are you with the ease of completing the tasks in this scenario? 
 
2. Overall, how satisfied are you with the amount of time it took to complete the tasks in this 
scenario? 
 
3. Overall, how satisfied are you with searching or browsing for products with Amaon.com? 
 
 
Data Types:  
 
● Video recordings of the participant sessions 
● Observations of the researcher 
Variables:  
 
● None 
 
 
Number of participants (Observations) 
 
● Three 
 
 
How data will be analysed 
 
● All transcribed discussion will be analysed as part of the Affinity diagramming analysis. 

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Data Analysis Section

  • 1.     Data Analysis Section, Amazon  Usability Case Study                        Brett Combs  June 16th 2019 
  • 2.   This document is a continuation of the process of planning for and  conducting user research. The following aspects of analysis will be  covered for both Task scenarios and the SUS Survey.  ● Data Types  ● Specific variables    ● Expected numbers of observations  ● How data will be analysed  ● How findings will be represented (e.g. tables, graphical representations, or other visualizations)  ● Collection instruments (e.g. data collection spreadsheets, interview guides, etc.)      Task Scenarios    This method focuses on observing users behaviors and better understanding their decisions by asking a  series of follow up questions. Usability testing has been carried out with five users to gather feedback on  the path to purchase for Amazon.com shoppers. Study participants will be asked to carry out typical tasks  at Amazon.com. Participants will be recorded including their gestures and facial expressions using the site  to shop for an item. Video is then transcribed and any comments made by the participant converted to text.     Data Types:     ● Screen recordings of the participants session  ● Video recordings of the participant sessions  ● Observations of the researcher  Variables:     ● Duration of usability test  ● Task completion      Number of participants (Observations)    ● Three 
  • 3. How data will be analysed      Affinity diagramming will be used to categorize insights drawn from the analysis of participant interviews.     ● Start playing back the recordings, one user at a time  ● Begin noting down ​insights​ (one insight per post-it, one color per participant)  ● Do the same for notes taken during interviews                        ● Begin sorting insights into categories and adding the category labels to post its                
  • 4.     ● Begin grouping similar insights          * For example, an insight that a user could not find a customer support phone number to call and  another that couldn’t find an email address should be grouped together, summarising that all  contact details were difficult to find.    ● Adjust for perceived impact if solved    With insights written on post-its, categorised into practical headings and prioritised based on  number of occurrences. The last step is to adjust the priority of insights based on the potential  impact if solved. Feedback collected during testing sessions is used to adjust the priority of  grouped insights and reorder them accordingly.    How findings will be represented     Findings will be represented as a research report document that will include both charts and spreadsheets.    . 
  • 6. Computer-operating model        Seven Stages of action The computer operating model and seven stages of action can be used to analyse the issues identified based on fundamental categories of interaction.                                                        
  • 7. System Usability Survey    This method focuses on observing users behaviors and better understanding their decisions by asking a  series of follow up questions. Usability testing has been carried out with five users to gather feedback on  the path to purchase for Amazon.com shoppers. Study participants will be asked to carry out typical tasks  at Amazon.com. Participants will be recorded including their gestures and facial expressions using the site  to shop for an item. Video is then transcribed and any comments made by the participant converted to text.     Data Types:     ● Survey results Variables:     ● Total numbers of corresponding answers given by participants to survey questions    Number of participants (Observations)    ● Three  How data will be analysed      Data from surveys will be analysed by considering the correlation between usability test results and survey  results.     How findings will be represented     Findings will be represented as apart of the research report document in the form of pie charts.    .         
  • 8. Collection instruments    Google Forms        Follow Up Interview    Questions    1. Overall, how satisfied are you with the ease of completing the tasks in this scenario?    2. Overall, how satisfied are you with the amount of time it took to complete the tasks in this  scenario?    3. Overall, how satisfied are you with searching or browsing for products with Amaon.com?      Data Types:     ● Video recordings of the participant sessions  ● Observations of the researcher  Variables:     ● None      Number of participants (Observations)    ● Three      How data will be analysed    ● All transcribed discussion will be analysed as part of the Affinity diagramming analysis.