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Establishing best practices to improve
usefulness and usability of web interfaces
providing atmospheric data
Nina S. Oakley
Britta Daudert
Atmospheric data are increasingly important to a broad audience
Resource Managers
Ecologists
Social ScientistsPublic Health Officials
Policy Makers
Farmers
Educators
Hydrologists
Geologists
Engineers
Web has become favored way to disseminate
atmospheric data
Data can be frustrating to access
I just want to download a
year of data for Reno Airport...
what do I click?
Usability addresses this issue
• Developed from e-commerce needs (for web)
• “The extent to which a web product can be used to achieve
goals with effectiveness, efficiency, and satisfaction.” (ISO, 2014)
• Focuses on user rather than developer needs
• Assumes users are busy people trying to accomplish tasks
• Users (not developers) decide whether a product is easy to use
(Dumas & Redish, 1999)
Why is usability important to atmospheric
science?
• Often many sites to access same data
• Users have “reservoir of goodwill”, leave site if frustrated
• E-commerce: loyal users spend more money than first-
time users (Nielsen, 2000)
• Loyal following = funding?
• Usability testing relatively cheap!
Krug, 2005
Time spent on site before leaving
Nielsen, 2011
• Users leave web pages in ~10-20 seconds
• Make clear, strong value proposition to get them
to remain longer
How to employ usability?
• Follow general usability
guidelines
• literature, usability.gov
• Perform usability testing
on your site
• We attended training
• nngroup.com
Site tested:
SCENIC
Southwest
Climate
ENvironmental
Information
Collaborative
• wrcc.dri.edu/csc/scenic
• Serves researchers in DOI SW-CSC
• Interface to ACIS database
SCENIC allows for customizable queries, analyses
List data
(several formats)
Create
summaries,
perform
statistical
analyses
SCENIC creates high-resolution graphics
Methods: Usability lab
• Choice of Mac or PC, any browser
• Facilitator works with participant
• Camtasia software for screen recording
Krug, 2005
Methods: Recruiting participants
• 5 participants uncover 80% of usability issues
Nielsen 2000, 2012
Methods: Recruiting participants
• Performed 2 rounds of testing with 5 participants
• Made improvements between rounds
• Test representatives of target user group
• Not necessarily your colleague down the hall
• Sought people in ecology, resource management
• Compensate participants!
• Provides motivation to show up, give quality feedback
Methods: Designing test questions
• PART 1: Online, 3 Tasks
• 1) List data for all stations in Shasta County, CA that
recorded snowfall and precipitation data for all dates
December 15-December 31, 2013
• 2) Find the highest temperature ever recorded in March at
Winnemucca AP, Nevada
• 3) Find the lowest minimum temperature among grid points
approximately covering Pyramid Lake in December 2013
Methods: Designing test questions
• PART 2: Written, Standardized Usability Scale (SUS)
• Standard usability test, results interpreted based on large
number of usability studies
• Produces valid results on small sample sizes (Brooke,
1986; Bangor 2009)
• 10 questions, Likert-style scale– 5 choices between agree
strongly/disagree strongly
• Gives a score or “grade” to the usability of a site
Methods: Designing test questions
• PART 3: Verbal, 7 Questions
• Questions on interpretation of common terms used in
climate data (raw data, tool, product, climate anomaly
map, etc)
• Card sorting activity to inform on how people search for
climate data (where, when, what, type, source)
• General questions, discussion about site
Methods: Researching general usability guidelines
• Overall goal: reduce cognitive load on user
• No need to reinvent wheel (in most cases)
• Not specific to climate data, web pages in general
Krug, 2005
Methods: Researching general usability guidelines
• Adhere to web conventions
• Navigation along top of page, links recognizable, search bar in
upper right or left, ?=help
Example: User expected links, got text
Methods: Researching general usability guidelines
• Be consistent within pages
• Color scheme, formatting, layout same throughout SCENIC
• Navigation menu always available
• Provide help texts
• However, most users
muddle through first
Example: Help texts help!
Methods: Researching general usability guidelines
• Hide unnecessary
options
• Make labels clear and
meaningful
• was much more successful
that “submit”
• Page headings match link
name
Example:Autofill mistaken for dropdown menu; getting
users to recognize autofill
• Round 1:
• Mean = 63
• Round 2:
• Mean = 67.5
Results: How did participants rate SCENIC?
Results: How did participants rate SCENIC?
• Round 1: Mean = 63
• Round 2: Mean = 67.5
Somewhere between
“OK” and “Good”
Bangor et al. 2009
Results: How participants search for data
• N = 14 (15 participants, 1 abstaining) to meet
requirements for significant results (Tullis and Wood, 2004)
• WHERE (location) most important, SOURCE (originator
of data) least important
Results: Labeling Challenging
• Gridded or modeled data?
• All gridded data here modeled, not observed
• Participants found gridded “more descriptive and useful”
• Climate anomaly maps and time series?
• Participants agreed on, liked these names
Time Series
Climate Anomaly Map
Example: Labeling
Results: Labeling Challenging
• Tool and product misleading
• General agreement “tool” manipulates data, “product” static
• Term “Data Tools” did not illicit desired response, changed to “Data
Analysis”
• Raw data
• Some thought had QC applied, some not
• Used “Data Lister”
• “Historic” data
• Confusing, replaced with “Data Lister”
Example: Confusion about historic vs. current data
Results: Biggest challenge
• Getting participants to utilize data
analysis tools
• Want to list data first– all participants!
• Some say they would do analysis
themselves
• Are analysis tools valuable for this
audience?
• How to motivate people to know
they are available?
Analysis Tools
Data Lister
Example: Muddling and listing data
Conclusions
• Usability testing extremely valuable
• Applies to SCENIC and future projects
• Removed many issues on site
• Learned about how people use web
• Still improvements to be made
• Testing informs on issues,
not always clear how to solve
• Usability is challenging!
Conclusions- Recommendations
• Perform testing early and often
• Work with target audience
• Consider the way your audience searches
for atmospheric data
• Naming/labeling most challenging task
• Test names on participants, compare with other agencies
• Adhere to general usability guidelines
• Usability.gov; Krug, 2005, Don’t Make Me Think good places to start
Moving Forward
• Broad survey on how people look for climate data
• Standardization of terms (labels) across agencies
• Interpretation of atmospheric data
• Research what help tools are most effective
• video, forums, text, tutorials
• Other groups in atmospheric science share usability
testing results
Thank you!
World Usability Day
is coming up!
November 13 2014
This project was
supported by
DAS EDGES 2013

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Establishing best practices to improve usefulness and usability of web interfaces providing atmospheric data

  • 1. Establishing best practices to improve usefulness and usability of web interfaces providing atmospheric data Nina S. Oakley Britta Daudert
  • 2. Atmospheric data are increasingly important to a broad audience Resource Managers Ecologists Social ScientistsPublic Health Officials Policy Makers Farmers Educators Hydrologists Geologists Engineers
  • 3. Web has become favored way to disseminate atmospheric data
  • 4. Data can be frustrating to access I just want to download a year of data for Reno Airport... what do I click?
  • 5. Usability addresses this issue • Developed from e-commerce needs (for web) • “The extent to which a web product can be used to achieve goals with effectiveness, efficiency, and satisfaction.” (ISO, 2014) • Focuses on user rather than developer needs • Assumes users are busy people trying to accomplish tasks • Users (not developers) decide whether a product is easy to use (Dumas & Redish, 1999)
  • 6. Why is usability important to atmospheric science? • Often many sites to access same data • Users have “reservoir of goodwill”, leave site if frustrated • E-commerce: loyal users spend more money than first- time users (Nielsen, 2000) • Loyal following = funding? • Usability testing relatively cheap! Krug, 2005
  • 7. Time spent on site before leaving Nielsen, 2011 • Users leave web pages in ~10-20 seconds • Make clear, strong value proposition to get them to remain longer
  • 8. How to employ usability? • Follow general usability guidelines • literature, usability.gov • Perform usability testing on your site • We attended training • nngroup.com
  • 10. SCENIC allows for customizable queries, analyses List data (several formats) Create summaries, perform statistical analyses
  • 12. Methods: Usability lab • Choice of Mac or PC, any browser • Facilitator works with participant • Camtasia software for screen recording Krug, 2005
  • 13. Methods: Recruiting participants • 5 participants uncover 80% of usability issues Nielsen 2000, 2012
  • 14. Methods: Recruiting participants • Performed 2 rounds of testing with 5 participants • Made improvements between rounds • Test representatives of target user group • Not necessarily your colleague down the hall • Sought people in ecology, resource management • Compensate participants! • Provides motivation to show up, give quality feedback
  • 15. Methods: Designing test questions • PART 1: Online, 3 Tasks • 1) List data for all stations in Shasta County, CA that recorded snowfall and precipitation data for all dates December 15-December 31, 2013 • 2) Find the highest temperature ever recorded in March at Winnemucca AP, Nevada • 3) Find the lowest minimum temperature among grid points approximately covering Pyramid Lake in December 2013
  • 16. Methods: Designing test questions • PART 2: Written, Standardized Usability Scale (SUS) • Standard usability test, results interpreted based on large number of usability studies • Produces valid results on small sample sizes (Brooke, 1986; Bangor 2009) • 10 questions, Likert-style scale– 5 choices between agree strongly/disagree strongly • Gives a score or “grade” to the usability of a site
  • 17. Methods: Designing test questions • PART 3: Verbal, 7 Questions • Questions on interpretation of common terms used in climate data (raw data, tool, product, climate anomaly map, etc) • Card sorting activity to inform on how people search for climate data (where, when, what, type, source) • General questions, discussion about site
  • 18. Methods: Researching general usability guidelines • Overall goal: reduce cognitive load on user • No need to reinvent wheel (in most cases) • Not specific to climate data, web pages in general Krug, 2005
  • 19. Methods: Researching general usability guidelines • Adhere to web conventions • Navigation along top of page, links recognizable, search bar in upper right or left, ?=help
  • 20. Example: User expected links, got text
  • 21. Methods: Researching general usability guidelines • Be consistent within pages • Color scheme, formatting, layout same throughout SCENIC • Navigation menu always available • Provide help texts • However, most users muddle through first
  • 23. Methods: Researching general usability guidelines • Hide unnecessary options • Make labels clear and meaningful • was much more successful that “submit” • Page headings match link name
  • 24. Example:Autofill mistaken for dropdown menu; getting users to recognize autofill
  • 25. • Round 1: • Mean = 63 • Round 2: • Mean = 67.5 Results: How did participants rate SCENIC?
  • 26. Results: How did participants rate SCENIC? • Round 1: Mean = 63 • Round 2: Mean = 67.5 Somewhere between “OK” and “Good” Bangor et al. 2009
  • 27. Results: How participants search for data • N = 14 (15 participants, 1 abstaining) to meet requirements for significant results (Tullis and Wood, 2004) • WHERE (location) most important, SOURCE (originator of data) least important
  • 28. Results: Labeling Challenging • Gridded or modeled data? • All gridded data here modeled, not observed • Participants found gridded “more descriptive and useful” • Climate anomaly maps and time series? • Participants agreed on, liked these names Time Series Climate Anomaly Map
  • 30. Results: Labeling Challenging • Tool and product misleading • General agreement “tool” manipulates data, “product” static • Term “Data Tools” did not illicit desired response, changed to “Data Analysis” • Raw data • Some thought had QC applied, some not • Used “Data Lister” • “Historic” data • Confusing, replaced with “Data Lister”
  • 31. Example: Confusion about historic vs. current data
  • 32. Results: Biggest challenge • Getting participants to utilize data analysis tools • Want to list data first– all participants! • Some say they would do analysis themselves • Are analysis tools valuable for this audience? • How to motivate people to know they are available? Analysis Tools Data Lister
  • 33. Example: Muddling and listing data
  • 34. Conclusions • Usability testing extremely valuable • Applies to SCENIC and future projects • Removed many issues on site • Learned about how people use web • Still improvements to be made • Testing informs on issues, not always clear how to solve • Usability is challenging!
  • 35. Conclusions- Recommendations • Perform testing early and often • Work with target audience • Consider the way your audience searches for atmospheric data • Naming/labeling most challenging task • Test names on participants, compare with other agencies • Adhere to general usability guidelines • Usability.gov; Krug, 2005, Don’t Make Me Think good places to start
  • 36. Moving Forward • Broad survey on how people look for climate data • Standardization of terms (labels) across agencies • Interpretation of atmospheric data • Research what help tools are most effective • video, forums, text, tutorials • Other groups in atmospheric science share usability testing results
  • 37. Thank you! World Usability Day is coming up! November 13 2014 This project was supported by DAS EDGES 2013

Editor's Notes

  1. GROWING audience of climate data Not climatologists, meteorologists Obligation to provide
  2. very often have to build page though not web designers
  3. easy to check out on Amazon Lots of research into that We want same for climate
  4. If you can demonstrate loyal following, it may inspire funding agencies to support you
  5. Page visits follow Weibull distribution– “time to failure” concept in engineering/usability. 2 kinds: positive aging– longer it is in service more likely to fail. negative aging– more time it is in service, less likely it is to fail. Page visits exhibit negative aging. Hopefully get loyal users
  6. *general guidelines to be described later in presentation
  7. 1 of 8 CSCs that were established by DOI to deliver state-of-the-art climate research. ACIS- daily fines res. station, gridded. temp, precip vars Not WRCC
  8. what are some basic things people might want to do on this site? Test several applications
  9. what are some basic things people might want to do on this site? Test several applications
  10. what are some basic things people might want to do on this site? Test several applications
  11. In perfect scenario, wireframing of page before first line of code We learned about usability after starting this project
  12. what are some basic things people might want to do on this site? Test several applications
  13. User clicks on a link trying to access data and text (metadata) is displayed. Thinks clicking on the text will get him to data This info was reduced and put into a mouseover popup box, original spot he clicked leads to data Users in round 2 did not have this issue.
  14. note change in qmarks
  15. Only 1 time in first round when people really used help We changed color and size of
  16. Give example of how users had trouble with station finder, thought it would give data.
  17. STOP early User sees dropdown menu (a chrome browser function) meant to indicate autofill. It looks like a dropdown menu, but is not. the user’s choices aren’t available so frustrating Note that only the county number is shown in the field. Once we put both station name and number in as well as removed arrow, all users recognized that autofill available.
  18. what are some basic things people might want to do on this site? Test several applications
  19. what are some basic things people might want to do on this site? Test several applications
  20. Note: these are from questions asked after testing
  21. background: user asked to find data from DEC 2013. Thinks it is relatively current, looks at a dashboard that provides “current climate information”
  22. background: user asked to find highest temperature recorded in Elko in March. Tries to use data lister and enter in “March” or POR