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	<id>https://wiki.mozilla.org/api.php?action=feedcontributions&amp;feedformat=atom&amp;user=Diyang</id>
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	<updated>2026-09-04T19:14:27Z</updated>
	<subtitle>User contributions</subtitle>
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	<entry>
		<id>https://wiki.mozilla.org/index.php?title=Engagement/Peace_Love_and_Firefox&amp;diff=322448</id>
		<title>Engagement/Peace Love and Firefox</title>
		<link rel="alternate" type="text/html" href="https://wiki.mozilla.org/index.php?title=Engagement/Peace_Love_and_Firefox&amp;diff=322448"/>
		<updated>2011-06-23T21:50:47Z</updated>

		<summary type="html">&lt;p&gt;Diyang: /* Signups */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;The Peace, Love, and Firefox event will take place in San Francisco on June 25, 2011 during the city&#039;s Pride Celebration. The Engagement team has rented an ice cream truck for the event, and it will be parked around Dolores Park from 11:30 am to 3 pm. We&#039;ll be at the park talking with people as we give out free ice cream and swag. This is a great opportunity for Mozillians to interact with our users and spread Firefox. Please sign-up to volunteer for this event. We look forward to having as many of you out there!! &lt;br /&gt;
&lt;br /&gt;
Location: Dolores Park, 20th street between Church St. and Dolores St. &lt;br /&gt;
&lt;br /&gt;
Twitter: @MozMobile &lt;br /&gt;
&lt;br /&gt;
Pride event that will be taking place: http://thedykemarch.org/&amp;lt;br&amp;gt; &lt;br /&gt;
&lt;br /&gt;
== Activities  ==&lt;br /&gt;
&lt;br /&gt;
*Ice Cream Truck: &lt;br /&gt;
**Free ice cream from 11:30-3pm &lt;br /&gt;
**Prize Wheel&lt;br /&gt;
&lt;br /&gt;
*DJ: Raymond has volunteered to DJ! &lt;br /&gt;
**S&amp;amp;amp;M - Rihanna &lt;br /&gt;
**Bad Romance/ Born this way - Lady Gaga (Special Live Performance to Bad Romance coordinated by Laura F)&amp;lt;br&amp;gt; &lt;br /&gt;
**I Just Can&#039;t Get Enough (Please make sure DJ gets this song. By Depech Mode ~ Special Live Performance coordinated by Laura F) &lt;br /&gt;
**I don&#039;t feel like dancing- Scissor Sisters &lt;br /&gt;
**Ani DiFranco (I&#039;m not kidding. It will be all chicks)&lt;br /&gt;
**Till the World Ends- Britney Spears &lt;br /&gt;
**Vogue- Madonna &lt;br /&gt;
**On the floor- Jennifer Lopez &lt;br /&gt;
**Onto the next one - Jay-Z &lt;br /&gt;
**Hung up - Madonna &lt;br /&gt;
**Music sounds better with you - Stardust &lt;br /&gt;
**Barbara Streisand - DuckSauce &lt;br /&gt;
**I believe in you - Kylie M &lt;br /&gt;
**Drunk girls - LCD Soundsystem &lt;br /&gt;
***Totally Recommend this List of Music Below: &lt;br /&gt;
**Cthulhu Sleeps - Deadmau5 &lt;br /&gt;
**Hey Baby - Mellefresh vs Deadmau5 [please listen to the music before using&amp;amp;nbsp;:)] &lt;br /&gt;
**Starf****r (yes, that&#039;s their band name) - Rawnald Gregory Erickson the Second &lt;br /&gt;
**Starf****r - Bury Us Alive &lt;br /&gt;
**Beck - E-Pro &lt;br /&gt;
**Major Lazer - Pon de Floor &lt;br /&gt;
**Housse de Racket - Roman &lt;br /&gt;
**Polarset - Sunshine Eyes &lt;br /&gt;
**Swedish House Mafia - Miami to Ibiza &lt;br /&gt;
**Swedish House Mafia - Save the World &lt;br /&gt;
**MGMT - Electric Feel (Justice Remix)&lt;br /&gt;
&lt;br /&gt;
&amp;lt;br&amp;gt; &lt;br /&gt;
&lt;br /&gt;
**feel free to add songs you would like to hear!&lt;br /&gt;
&lt;br /&gt;
== Signups  ==&lt;br /&gt;
&lt;br /&gt;
Saturday June 25th &lt;br /&gt;
&lt;br /&gt;
*11:00 AM - 12:00 PM &lt;br /&gt;
**Wilson &lt;br /&gt;
**ShawnG &lt;br /&gt;
**Diane &lt;br /&gt;
**Atul &lt;br /&gt;
**mrz &lt;br /&gt;
**Grace &lt;br /&gt;
**Winston &lt;br /&gt;
**Stas &lt;br /&gt;
**Eljon &lt;br /&gt;
**William &lt;br /&gt;
**Nikhil &lt;br /&gt;
**Diyang&lt;br /&gt;
**__ &lt;br /&gt;
**We need as many of you at this event&lt;br /&gt;
&lt;br /&gt;
*12:00 PM - 1:00 PM &lt;br /&gt;
**Wilson &lt;br /&gt;
**AndyS &lt;br /&gt;
**WilliamR &lt;br /&gt;
**mrz &lt;br /&gt;
**Arzhel &lt;br /&gt;
**Jérémy &lt;br /&gt;
**Grace &lt;br /&gt;
**Winston &lt;br /&gt;
**Stas &lt;br /&gt;
**Eljon &lt;br /&gt;
**William&lt;br /&gt;
**Nikhil&lt;br /&gt;
**Diyang&lt;br /&gt;
**__&lt;br /&gt;
**We need as many of you at this event&lt;br /&gt;
&lt;br /&gt;
*1:00 PM - 2:00 PM &lt;br /&gt;
**Wilson &lt;br /&gt;
**mrz &lt;br /&gt;
**&amp;lt;br&amp;gt; &lt;br /&gt;
**name &lt;br /&gt;
**__ &lt;br /&gt;
**__ &lt;br /&gt;
**__ &lt;br /&gt;
**We need as many of you at this event&lt;br /&gt;
&lt;br /&gt;
*2:00 PM - 3:00 PM &lt;br /&gt;
**Wilson &lt;br /&gt;
**&amp;lt;br&amp;gt; &lt;br /&gt;
**mrz &lt;br /&gt;
**name &lt;br /&gt;
**__ &lt;br /&gt;
**__ &lt;br /&gt;
**__ &lt;br /&gt;
**We need as many of you at this event&lt;/div&gt;</summary>
		<author><name>Diyang</name></author>
	</entry>
	<entry>
		<id>https://wiki.mozilla.org/index.php?title=Labs/Test_Pilot/New_Tab_Study&amp;diff=320877</id>
		<title>Labs/Test Pilot/New Tab Study</title>
		<link rel="alternate" type="text/html" href="https://wiki.mozilla.org/index.php?title=Labs/Test_Pilot/New_Tab_Study&amp;diff=320877"/>
		<updated>2011-06-20T22:53:54Z</updated>

		<summary type="html">&lt;p&gt;Diyang: /* Useful References */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;= Introduction  =&lt;br /&gt;
[[Image:Newtabstudy-thumbnail.png]]&lt;br /&gt;
&lt;br /&gt;
This is a study on the effects of a new tab design on users&#039; browsing behaviors.  We will be doing a user study through Test Pilot.  The study will first establish a baseline for user behavior, and then the next phase is A/B split testing. &lt;br /&gt;
&lt;br /&gt;
In the A/B split testing phase, participants will be randomly divided into two groups with either &#039;&#039;&#039;(A) a blank new tab&#039;&#039;&#039; or &#039;&#039;&#039;(B) a new tab with most-visited sites&#039;&#039;&#039; (hereby known as &amp;quot;fancy tab&amp;quot;). The comparison between two groups of users will help us understand which type of new tab design can provide better browsing experience.&lt;br /&gt;
&lt;br /&gt;
== Goal ==&lt;br /&gt;
We want to know the benefits and drawbacks of a fancy tab page through full comparison between the blank tab page and the new one. The final results will be served as a reference for the work of UX design team on the new tab design.&lt;br /&gt;
&lt;br /&gt;
== Timeline ==&lt;br /&gt;
Tentative:&lt;br /&gt;
* 05/31 - 06/03 Problem defined&lt;br /&gt;
* 06/05 - 06/10 Confirm research questions and basic measures&lt;br /&gt;
* 06/12 - 06/17 Implementation of both the study and the fancy tab interface&lt;br /&gt;
* 06/19 - 06/24 More implementation refinement and testing&lt;br /&gt;
* .......&lt;br /&gt;
&lt;br /&gt;
= Process =&lt;br /&gt;
== Research Questions ==&lt;br /&gt;
# Does the fancy tab slow users down (e.g., by distracting them), or speed them up (e.g., help them find the target site faster)? (time)&lt;br /&gt;
# Does the fancy tab discourage breadth in visited sites? (unique sites, frequency, distribution)&lt;br /&gt;
# How do users navigate to a website after they open a new tab? (location bar, search bar, top sites, bookmarks, history, etc.)&lt;br /&gt;
# Are there users who are more mouse-based and some who are more keyboard-based?  How does a fancy tab affect them?&lt;br /&gt;
&lt;br /&gt;
== Survey Question ==&lt;br /&gt;
May launch a survey after the new tab study and ask questions explicitly.&lt;br /&gt;
&lt;br /&gt;
Possible survey questions:&lt;br /&gt;
&lt;br /&gt;
* Do you mainly use the keyboard more or the mouse to navigate?&lt;br /&gt;
* When you open a new tab, do you usually have a destination in mind?&lt;br /&gt;
* How many websites do you mainly visit?&lt;br /&gt;
* How familiar you do consider yourself with keyboard shortcuts?&lt;br /&gt;
* How often do you open a new tab in order to visit a website?&lt;br /&gt;
&lt;br /&gt;
== Measures ==&lt;br /&gt;
All features and events that we would like to detect and record.&lt;br /&gt;
&lt;br /&gt;
Current implementation without A/B options:&lt;br /&gt;
* DB schema (&lt;br /&gt;
** type_double timestamp, &lt;br /&gt;
** type_double tab_id, // Same as the timestamp when the tab is created &lt;br /&gt;
** type_string event, &lt;br /&gt;
** type_string method, // Method that triggered the event&lt;br /&gt;
** type_string url, // It should be hashed later&lt;br /&gt;
** type_string clipboard, //will be removed later&lt;br /&gt;
** type_int is_clipboard_url&lt;br /&gt;
)&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* EVENTS code:&lt;br /&gt;
** start&lt;br /&gt;
** navigation&lt;br /&gt;
** leave&lt;br /&gt;
&lt;br /&gt;
* METHODS code:&lt;br /&gt;
** unknown&lt;br /&gt;
** -----------------------start&lt;br /&gt;
** command_t&lt;br /&gt;
** plus_btn&lt;br /&gt;
** double_click&lt;br /&gt;
** file_menu&lt;br /&gt;
** ------------------------ navigation / cancelled_navigation&lt;br /&gt;
** urlbar_enter&lt;br /&gt;
** urlbar_go_btn&lt;br /&gt;
** urlbar_drop_click&lt;br /&gt;
** urlbar_drop_enter&lt;br /&gt;
** urlbar_drop_button&lt;br /&gt;
** search_enter&lt;br /&gt;
** search_go_btn&lt;br /&gt;
** search_drop_enter&lt;br /&gt;
** search_drop_click&lt;br /&gt;
** bookmark_bar&lt;br /&gt;
** bookmark_menu&lt;br /&gt;
** bookmark_top_sites&lt;br /&gt;
** history_menu&lt;br /&gt;
** ------------------------leave&lt;br /&gt;
** leave&lt;br /&gt;
** close&lt;br /&gt;
&lt;br /&gt;
== Implementation ==&lt;br /&gt;
Probably need to collaborate with UI design team, especially on the fancy tab interface design and implementation.&lt;br /&gt;
&lt;br /&gt;
= Results =&lt;br /&gt;
== Analysis ==&lt;br /&gt;
[[Image:DB.png|The screenshot of the collected data]]&lt;br /&gt;
&lt;br /&gt;
With the user data collected by the study, we can measure:&lt;br /&gt;
&lt;br /&gt;
# Domains&lt;br /&gt;
## measure entropy of the set of domains for each user --&amp;gt; distribution of the browsing entropies&lt;br /&gt;
## number of unique domains&lt;br /&gt;
## number of total browsing domains&lt;br /&gt;
## frequency of each domain&lt;br /&gt;
# Preferences&lt;br /&gt;
## frequency of each EVENTS.METHOD&lt;br /&gt;
## compare the keyboard-based methods and the mouse-based methods&lt;br /&gt;
# Timing&lt;br /&gt;
## time between the new tab open and the first page load&lt;br /&gt;
## time spent on each new tab before the user leaves or closes it&lt;br /&gt;
## time spent on each new page before the user leaves the tab or changes to another page&lt;br /&gt;
# Clipboard&lt;br /&gt;
## percentage of copying an url string before opening a new tab&lt;br /&gt;
&lt;br /&gt;
== Conclusion ==&lt;br /&gt;
= Useful References =&lt;br /&gt;
#[http://unbounce.com/support/knowledge-base/running-your-first-a-b-test/ HOW TO: Run Your First A/B Test in 4 Simple Steps]&lt;br /&gt;
#[http://www.marketingexperiments.com/improving-website-conversion/ab-split-testing.html Some tips to make a better A/B test]&lt;br /&gt;
#[http://techsling.com/2011/06/why-ab-or-multivariate-testing-could-be-the-easiest-way-to-get-more-out-of-your-website/?wpmp_switcher=mobile Why A/B or Multivariate Testing Could Be The Easiest Way To Get More Out Of Your Website]&lt;br /&gt;
#[http://www.seomarketing30days.com/webanalytics/multivariate-testing-explained.shtml What Is Multivariate Testing, And Why It Is Superior To A/B Split Tests?]&lt;br /&gt;
#[http://www.invesp.com/conversion-optimization-research/a/b-multivariate-testing.html Things you must know before you start A/B &amp;amp; Multivariate testing]&lt;br /&gt;
#[http://www.widerfunnel.com/conversion-rate-optimization/ab-split-testing-vs-multivariate-pros-cons some downsides of A/B testing and multivariate testing]&lt;br /&gt;
#[http://www.targetmarketingmag.com/article/what-mix-split-run-multivariate-testing-is-best-160022/1 A/B test or multivariate test?]&lt;br /&gt;
#[https://bugzilla.mozilla.org/show_bug.cgi?id=649457]&lt;/div&gt;</summary>
		<author><name>Diyang</name></author>
	</entry>
	<entry>
		<id>https://wiki.mozilla.org/index.php?title=Labs/Test_Pilot/New_Tab_Study&amp;diff=315947</id>
		<title>Labs/Test Pilot/New Tab Study</title>
		<link rel="alternate" type="text/html" href="https://wiki.mozilla.org/index.php?title=Labs/Test_Pilot/New_Tab_Study&amp;diff=315947"/>
		<updated>2011-06-06T23:28:46Z</updated>

		<summary type="html">&lt;p&gt;Diyang: /* Survey Question */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;= Introduction  =&lt;br /&gt;
&lt;br /&gt;
This is a study on the effects of a new tab design on users&#039; browsing behaviors.  We will be doing a user study through Test Pilot.  The study will first establish a baseline for user behavior, and then the next phase is A/B split testing. &lt;br /&gt;
&lt;br /&gt;
In the A/B split testing phase, participants will be randomly divided into two groups with either &#039;&#039;&#039;(A) a blank new tab&#039;&#039;&#039; or &#039;&#039;&#039;(B) a new tab with most-visited sites&#039;&#039;&#039; (hereby known as &amp;quot;fancy tab&amp;quot;). The comparison between two groups of users will help us understand which type of new tab design can provide better browsing experience.&lt;br /&gt;
&lt;br /&gt;
== Goal ==&lt;br /&gt;
We want to know the benefits and drawbacks of a fancy tab page through full comparison between the blank tab page and the new one. The final results will be served as a reference for the work of UX design team on the new tab design.&lt;br /&gt;
&lt;br /&gt;
== Timeline ==&lt;br /&gt;
Tentative:&lt;br /&gt;
* 05/31 - 06/03 Problem defined&lt;br /&gt;
* 06/05 - 06/10 Confirm research questions and basic measures&lt;br /&gt;
* 06/12 - 06/17 Implementation of both the study and the fancy tab interface&lt;br /&gt;
* 06/19 - 06/24 More implementation refinement and testing&lt;br /&gt;
* .......&lt;br /&gt;
&lt;br /&gt;
= Process =&lt;br /&gt;
== Research Questions ==&lt;br /&gt;
# Does the fancy tab slow users down (e.g., by distracting them), or speed them up (e.g., help them find the target site faster)? (time)&lt;br /&gt;
# Does the fancy tab discourage breadth in visited sites? (unique sites, frequency, distribution)&lt;br /&gt;
# How do users navigate to a website after they open a new tab? (location bar, search bar, top sites, bookmarks, history, etc.)&lt;br /&gt;
# Are there users who are more mouse-based and some who are more keyboard-based?  How does a fancy tab affect them?&lt;br /&gt;
&lt;br /&gt;
== Survey Question ==&lt;br /&gt;
May launch a survey after the new tab study and ask questions explicitly.&lt;br /&gt;
&lt;br /&gt;
Possible survey questions:&lt;br /&gt;
&lt;br /&gt;
* Do you mainly use the keyboard more or the mouse to navigate?&lt;br /&gt;
* When you open a new tab, do you usually have a destination in mind?&lt;br /&gt;
* How many websites do you mainly visit?&lt;br /&gt;
* How familiar you do consider yourself with keyboard shortcuts?&lt;br /&gt;
* How often do you open a new tab in order to visit a website?&lt;br /&gt;
&lt;br /&gt;
== Measures ==&lt;br /&gt;
All features and events that we would like to detect and record.&lt;br /&gt;
&lt;br /&gt;
Current implementation without A/B options:&lt;br /&gt;
* DB schema (type_double timestamp, type_double tabid, type_int event, type_int method, type_string url)&lt;br /&gt;
* EVENTS code:&lt;br /&gt;
** START: 0,&lt;br /&gt;
** LOAD_PAGE: 1,&lt;br /&gt;
** LEAVE: 2&lt;br /&gt;
* METHODS code:&lt;br /&gt;
** COMMAND_T: 		000,	&lt;br /&gt;
** PLUS_BTN: 		001,	&lt;br /&gt;
** DOUBLE_CLICK: 	002,	&lt;br /&gt;
** MENU: 		003,&lt;br /&gt;
** BAR_ENTER: 		100,	&lt;br /&gt;
** BAR_GO_BTN: 	101,	&lt;br /&gt;
** BAR_DROP_CLICK:	102,&lt;br /&gt;
** BAR_DROP_ENTER:	103,&lt;br /&gt;
** SEARCH_ENTER:	110,	&lt;br /&gt;
** SEARCH_GO_BTN:	111,&lt;br /&gt;
** TOP_SITES:		120,	&lt;br /&gt;
** BOOKMARK_BAR:	121,	&lt;br /&gt;
** BOOKMARK_MENU:	122,&lt;br /&gt;
** HISTORY_MENU:	130,&lt;br /&gt;
** BAR_DROP: 		199,&lt;br /&gt;
** LEAVE: 		200,		&lt;br /&gt;
** CLOSE: 		201&lt;br /&gt;
&lt;br /&gt;
== Implementation ==&lt;br /&gt;
Probably need to collaborate with UI design team, especially on the fancy tab interface design and implementation.&lt;br /&gt;
&lt;br /&gt;
= Results =&lt;br /&gt;
== Analysis == &lt;br /&gt;
== Conclusion ==&lt;br /&gt;
= Useful References =&lt;br /&gt;
#[http://unbounce.com/support/knowledge-base/running-your-first-a-b-test/ HOW TO: Run Your First A/B Test in 4 Simple Steps]&lt;br /&gt;
#[http://www.marketingexperiments.com/improving-website-conversion/ab-split-testing.html Some tips to make a better A/B test]&lt;br /&gt;
#[http://techsling.com/2011/06/why-ab-or-multivariate-testing-could-be-the-easiest-way-to-get-more-out-of-your-website/?wpmp_switcher=mobile Why A/B or Multivariate Testing Could Be The Easiest Way To Get More Out Of Your Website]&lt;br /&gt;
#[http://www.seomarketing30days.com/webanalytics/multivariate-testing-explained.shtml What Is Multivariate Testing, And Why It Is Superior To A/B Split Tests?]&lt;br /&gt;
#[http://www.invesp.com/conversion-optimization-research/a/b-multivariate-testing.html Things you must know before you start A/B &amp;amp; Multivariate testing]&lt;br /&gt;
#[http://www.widerfunnel.com/conversion-rate-optimization/ab-split-testing-vs-multivariate-pros-cons some downsides of A/B testing and multivariate testing]&lt;br /&gt;
#[http://www.targetmarketingmag.com/article/what-mix-split-run-multivariate-testing-is-best-160022/1 A/B test or multivariate test?]&lt;/div&gt;</summary>
		<author><name>Diyang</name></author>
	</entry>
	<entry>
		<id>https://wiki.mozilla.org/index.php?title=Labs/Test_Pilot/New_Tab_Study&amp;diff=315944</id>
		<title>Labs/Test Pilot/New Tab Study</title>
		<link rel="alternate" type="text/html" href="https://wiki.mozilla.org/index.php?title=Labs/Test_Pilot/New_Tab_Study&amp;diff=315944"/>
		<updated>2011-06-06T23:22:51Z</updated>

		<summary type="html">&lt;p&gt;Diyang: /* Introduction */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;= Introduction  =&lt;br /&gt;
&lt;br /&gt;
This is a study on the effects of a new tab design on users&#039; browsing behaviors.  We will be doing a user study through Test Pilot.  The study will first establish a baseline for user behavior, and then the next phase is A/B split testing. &lt;br /&gt;
&lt;br /&gt;
In the A/B split testing phase, participants will be randomly divided into two groups with either &#039;&#039;&#039;(A) a blank new tab&#039;&#039;&#039; or &#039;&#039;&#039;(B) a new tab with most-visited sites&#039;&#039;&#039; (hereby known as &amp;quot;fancy tab&amp;quot;). The comparison between two groups of users will help us understand which type of new tab design can provide better browsing experience.&lt;br /&gt;
&lt;br /&gt;
== Goal ==&lt;br /&gt;
We want to know the benefits and drawbacks of a fancy tab page through full comparison between the blank tab page and the new one. The final results will be served as a reference for the work of UX design team on the new tab design.&lt;br /&gt;
&lt;br /&gt;
== Timeline ==&lt;br /&gt;
Tentative:&lt;br /&gt;
* 05/31 - 06/03 Problem defined&lt;br /&gt;
* 06/05 - 06/10 Confirm research questions and basic measures&lt;br /&gt;
* 06/12 - 06/17 Implementation of both the study and the fancy tab interface&lt;br /&gt;
* 06/19 - 06/24 More implementation refinement and testing&lt;br /&gt;
* .......&lt;br /&gt;
&lt;br /&gt;
= Process =&lt;br /&gt;
== Research Questions ==&lt;br /&gt;
# Does the fancy tab slow users down (e.g., by distracting them), or speed them up (e.g., help them find the target site faster)? (time)&lt;br /&gt;
# Does the fancy tab discourage breadth in visited sites? (unique sites, frequency, distribution)&lt;br /&gt;
# How do users navigate to a website after they open a new tab? (location bar, search bar, top sites, bookmarks, history, etc.)&lt;br /&gt;
# Are there users who are more mouse-based and some who are more keyboard-based?  How does a fancy tab affect them?&lt;br /&gt;
&lt;br /&gt;
== Survey Question ==&lt;br /&gt;
May launch a survey after the new tab study and ask questions explicitly.&lt;br /&gt;
&lt;br /&gt;
== Measures ==&lt;br /&gt;
All features and events that we would like to detect and record.&lt;br /&gt;
&lt;br /&gt;
Current implementation without A/B options:&lt;br /&gt;
* DB schema (type_double timestamp, type_double tabid, type_int event, type_int method, type_string url)&lt;br /&gt;
* EVENTS code:&lt;br /&gt;
** START: 0,&lt;br /&gt;
** LOAD_PAGE: 1,&lt;br /&gt;
** LEAVE: 2&lt;br /&gt;
* METHODS code:&lt;br /&gt;
** COMMAND_T: 		000,	&lt;br /&gt;
** PLUS_BTN: 		001,	&lt;br /&gt;
** DOUBLE_CLICK: 	002,	&lt;br /&gt;
** MENU: 		003,&lt;br /&gt;
** BAR_ENTER: 		100,	&lt;br /&gt;
** BAR_GO_BTN: 	101,	&lt;br /&gt;
** BAR_DROP_CLICK:	102,&lt;br /&gt;
** BAR_DROP_ENTER:	103,&lt;br /&gt;
** SEARCH_ENTER:	110,	&lt;br /&gt;
** SEARCH_GO_BTN:	111,&lt;br /&gt;
** TOP_SITES:		120,	&lt;br /&gt;
** BOOKMARK_BAR:	121,	&lt;br /&gt;
** BOOKMARK_MENU:	122,&lt;br /&gt;
** HISTORY_MENU:	130,&lt;br /&gt;
** BAR_DROP: 		199,&lt;br /&gt;
** LEAVE: 		200,		&lt;br /&gt;
** CLOSE: 		201&lt;br /&gt;
&lt;br /&gt;
== Implementation ==&lt;br /&gt;
Probably need to collaborate with UI design team, especially on the fancy tab interface design and implementation.&lt;br /&gt;
&lt;br /&gt;
= Results =&lt;br /&gt;
== Analysis == &lt;br /&gt;
== Conclusion ==&lt;br /&gt;
= Useful References =&lt;br /&gt;
#[http://unbounce.com/support/knowledge-base/running-your-first-a-b-test/ HOW TO: Run Your First A/B Test in 4 Simple Steps]&lt;br /&gt;
#[http://www.marketingexperiments.com/improving-website-conversion/ab-split-testing.html Some tips to make a better A/B test]&lt;br /&gt;
#[http://techsling.com/2011/06/why-ab-or-multivariate-testing-could-be-the-easiest-way-to-get-more-out-of-your-website/?wpmp_switcher=mobile Why A/B or Multivariate Testing Could Be The Easiest Way To Get More Out Of Your Website]&lt;br /&gt;
#[http://www.seomarketing30days.com/webanalytics/multivariate-testing-explained.shtml What Is Multivariate Testing, And Why It Is Superior To A/B Split Tests?]&lt;br /&gt;
#[http://www.invesp.com/conversion-optimization-research/a/b-multivariate-testing.html Things you must know before you start A/B &amp;amp; Multivariate testing]&lt;br /&gt;
#[http://www.widerfunnel.com/conversion-rate-optimization/ab-split-testing-vs-multivariate-pros-cons some downsides of A/B testing and multivariate testing]&lt;br /&gt;
#[http://www.targetmarketingmag.com/article/what-mix-split-run-multivariate-testing-is-best-160022/1 A/B test or multivariate test?]&lt;/div&gt;</summary>
		<author><name>Diyang</name></author>
	</entry>
	<entry>
		<id>https://wiki.mozilla.org/index.php?title=Labs/Test_Pilot/New_Tab_Study&amp;diff=315943</id>
		<title>Labs/Test Pilot/New Tab Study</title>
		<link rel="alternate" type="text/html" href="https://wiki.mozilla.org/index.php?title=Labs/Test_Pilot/New_Tab_Study&amp;diff=315943"/>
		<updated>2011-06-06T23:22:22Z</updated>

		<summary type="html">&lt;p&gt;Diyang: /* Introduction */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;= Introduction  =&lt;br /&gt;
&lt;br /&gt;
This is a study on the effects of a new tab design on users&#039; browsing behaviors.  We will be doing a user study through Test Pilot.  The study will first establish a baseline for user behavior, and then the next phase is A/B split testing. &lt;br /&gt;
&lt;br /&gt;
In the A/B split testing phase, participants will be randomly divided into two groups with either &#039;&#039;&#039;(A) a blank new tab&#039;&#039;&#039; or &#039;&#039;&#039;(B) a new tab with top sites&#039;&#039;&#039; (hereby known as &amp;quot;fancy tab&amp;quot;). The comparison between two groups of users will help us understand which type of new tab design can provide better browsing experience.&lt;br /&gt;
&lt;br /&gt;
== Goal ==&lt;br /&gt;
We want to know the benefits and drawbacks of a fancy tab page through full comparison between the blank tab page and the new one. The final results will be served as a reference for the work of UX design team on the new tab design.&lt;br /&gt;
&lt;br /&gt;
== Timeline ==&lt;br /&gt;
Tentative:&lt;br /&gt;
* 05/31 - 06/03 Problem defined&lt;br /&gt;
* 06/05 - 06/10 Confirm research questions and basic measures&lt;br /&gt;
* 06/12 - 06/17 Implementation of both the study and the fancy tab interface&lt;br /&gt;
* 06/19 - 06/24 More implementation refinement and testing&lt;br /&gt;
* .......&lt;br /&gt;
&lt;br /&gt;
= Process =&lt;br /&gt;
== Research Questions ==&lt;br /&gt;
# Does the fancy tab slow users down (e.g., by distracting them), or speed them up (e.g., help them find the target site faster)? (time)&lt;br /&gt;
# Does the fancy tab discourage breadth in visited sites? (unique sites, frequency, distribution)&lt;br /&gt;
# How do users navigate to a website after they open a new tab? (location bar, search bar, top sites, bookmarks, history, etc.)&lt;br /&gt;
# Are there users who are more mouse-based and some who are more keyboard-based?  How does a fancy tab affect them?&lt;br /&gt;
&lt;br /&gt;
== Survey Question ==&lt;br /&gt;
May launch a survey after the new tab study and ask questions explicitly.&lt;br /&gt;
&lt;br /&gt;
== Measures ==&lt;br /&gt;
All features and events that we would like to detect and record.&lt;br /&gt;
&lt;br /&gt;
Current implementation without A/B options:&lt;br /&gt;
* DB schema (type_double timestamp, type_double tabid, type_int event, type_int method, type_string url)&lt;br /&gt;
* EVENTS code:&lt;br /&gt;
** START: 0,&lt;br /&gt;
** LOAD_PAGE: 1,&lt;br /&gt;
** LEAVE: 2&lt;br /&gt;
* METHODS code:&lt;br /&gt;
** COMMAND_T: 		000,	&lt;br /&gt;
** PLUS_BTN: 		001,	&lt;br /&gt;
** DOUBLE_CLICK: 	002,	&lt;br /&gt;
** MENU: 		003,&lt;br /&gt;
** BAR_ENTER: 		100,	&lt;br /&gt;
** BAR_GO_BTN: 	101,	&lt;br /&gt;
** BAR_DROP_CLICK:	102,&lt;br /&gt;
** BAR_DROP_ENTER:	103,&lt;br /&gt;
** SEARCH_ENTER:	110,	&lt;br /&gt;
** SEARCH_GO_BTN:	111,&lt;br /&gt;
** TOP_SITES:		120,	&lt;br /&gt;
** BOOKMARK_BAR:	121,	&lt;br /&gt;
** BOOKMARK_MENU:	122,&lt;br /&gt;
** HISTORY_MENU:	130,&lt;br /&gt;
** BAR_DROP: 		199,&lt;br /&gt;
** LEAVE: 		200,		&lt;br /&gt;
** CLOSE: 		201&lt;br /&gt;
&lt;br /&gt;
== Implementation ==&lt;br /&gt;
Probably need to collaborate with UI design team, especially on the fancy tab interface design and implementation.&lt;br /&gt;
&lt;br /&gt;
= Results =&lt;br /&gt;
== Analysis == &lt;br /&gt;
== Conclusion ==&lt;br /&gt;
= Useful References =&lt;br /&gt;
#[http://unbounce.com/support/knowledge-base/running-your-first-a-b-test/ HOW TO: Run Your First A/B Test in 4 Simple Steps]&lt;br /&gt;
#[http://www.marketingexperiments.com/improving-website-conversion/ab-split-testing.html Some tips to make a better A/B test]&lt;br /&gt;
#[http://techsling.com/2011/06/why-ab-or-multivariate-testing-could-be-the-easiest-way-to-get-more-out-of-your-website/?wpmp_switcher=mobile Why A/B or Multivariate Testing Could Be The Easiest Way To Get More Out Of Your Website]&lt;br /&gt;
#[http://www.seomarketing30days.com/webanalytics/multivariate-testing-explained.shtml What Is Multivariate Testing, And Why It Is Superior To A/B Split Tests?]&lt;br /&gt;
#[http://www.invesp.com/conversion-optimization-research/a/b-multivariate-testing.html Things you must know before you start A/B &amp;amp; Multivariate testing]&lt;br /&gt;
#[http://www.widerfunnel.com/conversion-rate-optimization/ab-split-testing-vs-multivariate-pros-cons some downsides of A/B testing and multivariate testing]&lt;br /&gt;
#[http://www.targetmarketingmag.com/article/what-mix-split-run-multivariate-testing-is-best-160022/1 A/B test or multivariate test?]&lt;/div&gt;</summary>
		<author><name>Diyang</name></author>
	</entry>
	<entry>
		<id>https://wiki.mozilla.org/index.php?title=Labs/Test_Pilot/New_Tab_Study&amp;diff=315942</id>
		<title>Labs/Test Pilot/New Tab Study</title>
		<link rel="alternate" type="text/html" href="https://wiki.mozilla.org/index.php?title=Labs/Test_Pilot/New_Tab_Study&amp;diff=315942"/>
		<updated>2011-06-06T23:21:28Z</updated>

		<summary type="html">&lt;p&gt;Diyang: /* Introduction */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;= Introduction  =&lt;br /&gt;
&lt;br /&gt;
This is a study on the effects of a new tab design on users&#039; browsing behaviors.  We will be doing a user study through Test Pilot.  The study will first establish a baseline for user behavior, and then the next phase is A/B split testing. &lt;br /&gt;
&lt;br /&gt;
In the A/B split testing phase, participants will be randomly divided into two groups with either &#039;&#039;&#039;(A) a blank new tab&#039;&#039;&#039; or &#039;&#039;&#039;(B) a new tab with certain items listed&#039;&#039;&#039; (hereby known as &amp;quot;fancy tab&amp;quot;). The comparison between two groups of users will help us understand which type of new tab design can provide better browsing experience.&lt;br /&gt;
&lt;br /&gt;
== Goal ==&lt;br /&gt;
We want to know the benefits and drawbacks of a fancy tab page through full comparison between the blank tab page and the new one. The final results will be served as a reference for the work of UX design team on the new tab design.&lt;br /&gt;
&lt;br /&gt;
== Timeline ==&lt;br /&gt;
Tentative:&lt;br /&gt;
* 05/31 - 06/03 Problem defined&lt;br /&gt;
* 06/05 - 06/10 Confirm research questions and basic measures&lt;br /&gt;
* 06/12 - 06/17 Implementation of both the study and the fancy tab interface&lt;br /&gt;
* 06/19 - 06/24 More implementation refinement and testing&lt;br /&gt;
* .......&lt;br /&gt;
&lt;br /&gt;
= Process =&lt;br /&gt;
== Research Questions ==&lt;br /&gt;
# Does the fancy tab slow users down (e.g., by distracting them), or speed them up (e.g., help them find the target site faster)? (time)&lt;br /&gt;
# Does the fancy tab discourage breadth in visited sites? (unique sites, frequency, distribution)&lt;br /&gt;
# How do users navigate to a website after they open a new tab? (location bar, search bar, top sites, bookmarks, history, etc.)&lt;br /&gt;
# Are there users who are more mouse-based and some who are more keyboard-based?  How does a fancy tab affect them?&lt;br /&gt;
&lt;br /&gt;
== Survey Question ==&lt;br /&gt;
May launch a survey after the new tab study and ask questions explicitly.&lt;br /&gt;
&lt;br /&gt;
== Measures ==&lt;br /&gt;
All features and events that we would like to detect and record.&lt;br /&gt;
&lt;br /&gt;
Current implementation without A/B options:&lt;br /&gt;
* DB schema (type_double timestamp, type_double tabid, type_int event, type_int method, type_string url)&lt;br /&gt;
* EVENTS code:&lt;br /&gt;
** START: 0,&lt;br /&gt;
** LOAD_PAGE: 1,&lt;br /&gt;
** LEAVE: 2&lt;br /&gt;
* METHODS code:&lt;br /&gt;
** COMMAND_T: 		000,	&lt;br /&gt;
** PLUS_BTN: 		001,	&lt;br /&gt;
** DOUBLE_CLICK: 	002,	&lt;br /&gt;
** MENU: 		003,&lt;br /&gt;
** BAR_ENTER: 		100,	&lt;br /&gt;
** BAR_GO_BTN: 	101,	&lt;br /&gt;
** BAR_DROP_CLICK:	102,&lt;br /&gt;
** BAR_DROP_ENTER:	103,&lt;br /&gt;
** SEARCH_ENTER:	110,	&lt;br /&gt;
** SEARCH_GO_BTN:	111,&lt;br /&gt;
** TOP_SITES:		120,	&lt;br /&gt;
** BOOKMARK_BAR:	121,	&lt;br /&gt;
** BOOKMARK_MENU:	122,&lt;br /&gt;
** HISTORY_MENU:	130,&lt;br /&gt;
** BAR_DROP: 		199,&lt;br /&gt;
** LEAVE: 		200,		&lt;br /&gt;
** CLOSE: 		201&lt;br /&gt;
&lt;br /&gt;
== Implementation ==&lt;br /&gt;
Probably need to collaborate with UI design team, especially on the fancy tab interface design and implementation.&lt;br /&gt;
&lt;br /&gt;
= Results =&lt;br /&gt;
== Analysis == &lt;br /&gt;
== Conclusion ==&lt;br /&gt;
= Useful References =&lt;br /&gt;
#[http://unbounce.com/support/knowledge-base/running-your-first-a-b-test/ HOW TO: Run Your First A/B Test in 4 Simple Steps]&lt;br /&gt;
#[http://www.marketingexperiments.com/improving-website-conversion/ab-split-testing.html Some tips to make a better A/B test]&lt;br /&gt;
#[http://techsling.com/2011/06/why-ab-or-multivariate-testing-could-be-the-easiest-way-to-get-more-out-of-your-website/?wpmp_switcher=mobile Why A/B or Multivariate Testing Could Be The Easiest Way To Get More Out Of Your Website]&lt;br /&gt;
#[http://www.seomarketing30days.com/webanalytics/multivariate-testing-explained.shtml What Is Multivariate Testing, And Why It Is Superior To A/B Split Tests?]&lt;br /&gt;
#[http://www.invesp.com/conversion-optimization-research/a/b-multivariate-testing.html Things you must know before you start A/B &amp;amp; Multivariate testing]&lt;br /&gt;
#[http://www.widerfunnel.com/conversion-rate-optimization/ab-split-testing-vs-multivariate-pros-cons some downsides of A/B testing and multivariate testing]&lt;br /&gt;
#[http://www.targetmarketingmag.com/article/what-mix-split-run-multivariate-testing-is-best-160022/1 A/B test or multivariate test?]&lt;/div&gt;</summary>
		<author><name>Diyang</name></author>
	</entry>
	<entry>
		<id>https://wiki.mozilla.org/index.php?title=Labs/Test_Pilot/New_Tab_Study&amp;diff=315915</id>
		<title>Labs/Test Pilot/New Tab Study</title>
		<link rel="alternate" type="text/html" href="https://wiki.mozilla.org/index.php?title=Labs/Test_Pilot/New_Tab_Study&amp;diff=315915"/>
		<updated>2011-06-06T22:38:41Z</updated>

		<summary type="html">&lt;p&gt;Diyang: /* Research Questions */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;= Introduction  =&lt;br /&gt;
We are going to study the effects of new tab designs on users&#039; browsing behaviors, through a user study by test pilot. The study will be performed as a A/B split testing. Participants will be randomly divided into two groups with either &#039;&#039;&#039;(A) a blank new tab&#039;&#039;&#039; or &#039;&#039;&#039;(B) a new tab with certain items listed&#039;&#039;&#039; (let&#039;s call it fancy tab). The comparison between two groups of users will help us understand which type of new tab design can provide better browsing experience.&lt;br /&gt;
&lt;br /&gt;
== Goal ==&lt;br /&gt;
With a fully comparison between two designs, we should know both the benefits and drawbacks for both designs. The final results will be served as a reference for the work of UI design team on the new tab design.&lt;br /&gt;
&lt;br /&gt;
== Timeline ==&lt;br /&gt;
&#039;&#039;This is a fake one, let us discuss on it later :-)&#039;&#039;&lt;br /&gt;
* 05/31 - 06/03 Problem defined&lt;br /&gt;
* 06/05 - 06/10 Confirm research questions and basic measures&lt;br /&gt;
* 06/12 - 06/17 Implementation of both the study and the fancy tab interface&lt;br /&gt;
* 06/19 - 06/24 More implementation refinement and testing&lt;br /&gt;
* .......&lt;br /&gt;
&lt;br /&gt;
= Process =&lt;br /&gt;
== Research Questions ==&lt;br /&gt;
# Does the fancy tab slow users down (e.g., by distracting them), or speed them up (e.g., help them find the target site faster)? (time)&lt;br /&gt;
# Does the fancy tab discourage breadth in visited sites? (unique sites, frequency, distribution)&lt;br /&gt;
# How do users navigate to a website after they open a new tab? (location bar, &lt;br /&gt;
# Are there users who are more mouse-based and some who are more keyboard-based?  How does a fancy tab affect them?&lt;br /&gt;
&lt;br /&gt;
== Survey Question ==&lt;br /&gt;
May launch a survey after the new tab study and ask questions explicitly.&lt;br /&gt;
&lt;br /&gt;
== Measures ==&lt;br /&gt;
All features and events that we would like to detect and record.&lt;br /&gt;
&lt;br /&gt;
Current implementation without A/B options:&lt;br /&gt;
* DB schema (type_double timestamp, type_double tabid, type_int event, type_int method, type_string url)&lt;br /&gt;
* EVENTS code:&lt;br /&gt;
** START: 0,&lt;br /&gt;
** LOAD_PAGE: 1,&lt;br /&gt;
** LEAVE: 2&lt;br /&gt;
* METHODS code:&lt;br /&gt;
** COMMAND_T: 		000,	&lt;br /&gt;
** PLUS_BTN: 		001,	&lt;br /&gt;
** DOUBLE_CLICK: 	002,	&lt;br /&gt;
** MENU: 		003,&lt;br /&gt;
** BAR_ENTER: 		100,	&lt;br /&gt;
** BAR_GO_BTN: 	101,	&lt;br /&gt;
** BAR_DROP_CLICK:	102,&lt;br /&gt;
** BAR_DROP_ENTER:	103,&lt;br /&gt;
** SEARCH_ENTER:	110,	&lt;br /&gt;
** SEARCH_GO_BTN:	111,&lt;br /&gt;
** TOP_SITES:		120,	&lt;br /&gt;
** BOOKMARK_BAR:	121,	&lt;br /&gt;
** BOOKMARK_MENU:	122,&lt;br /&gt;
** HISTORY_MENU:	130,&lt;br /&gt;
** BAR_DROP: 		199,&lt;br /&gt;
** LEAVE: 		200,		&lt;br /&gt;
** CLOSE: 		201&lt;br /&gt;
&lt;br /&gt;
== Implementation ==&lt;br /&gt;
Probably need to collaborate with UI design team, especially on the fancy tab interface design and implementation.&lt;br /&gt;
&lt;br /&gt;
= Results =&lt;br /&gt;
== Analysis == &lt;br /&gt;
== Conclusion ==&lt;br /&gt;
= Useful References =&lt;br /&gt;
#[http://unbounce.com/support/knowledge-base/running-your-first-a-b-test/ HOW TO: Run Your First A/B Test in 4 Simple Steps]&lt;br /&gt;
#[http://www.marketingexperiments.com/improving-website-conversion/ab-split-testing.html Some tips to make a better A/B test]&lt;br /&gt;
#[http://techsling.com/2011/06/why-ab-or-multivariate-testing-could-be-the-easiest-way-to-get-more-out-of-your-website/?wpmp_switcher=mobile Why A/B or Multivariate Testing Could Be The Easiest Way To Get More Out Of Your Website]&lt;br /&gt;
#[http://www.seomarketing30days.com/webanalytics/multivariate-testing-explained.shtml What Is Multivariate Testing, And Why It Is Superior To A/B Split Tests?]&lt;br /&gt;
#[http://www.invesp.com/conversion-optimization-research/a/b-multivariate-testing.html Things you must know before you start A/B &amp;amp; Multivariate testing]&lt;br /&gt;
#[http://www.widerfunnel.com/conversion-rate-optimization/ab-split-testing-vs-multivariate-pros-cons some downsides of A/B testing and multivariate testing]&lt;br /&gt;
#[http://www.targetmarketingmag.com/article/what-mix-split-run-multivariate-testing-is-best-160022/1 A/B test or multivariate test?]&lt;/div&gt;</summary>
		<author><name>Diyang</name></author>
	</entry>
</feed>