Deletion Experiment: lottery study: Participants

Selection Condition

Deletion Condition

No of Participants	103
Pairs /participant	10
No of Pairs	1030

No of Participants	101
Pairs /participant	10
No of Pairs	1010

Analysis 1: contingency tables (descriptive statistics)

	Attraction Effect
	Repulsion Effect

	A	B	D
A	TARGET COMPETITOR 762 (73.980582524272 %)	COMPETITOR COMPETITOR 42 (4.0776699029126 %)	COMPETITOR DECOY 15 (1.4563106796117 %)
B	TARGET TARGET 125 (12.135922330097 %)	COMPETITOR TARGET 67 (6.504854368932 %)	TARGET DECOY 7 (0.67961165048544 %)
D	DECOY TARGET 5 (0.48543689320388 %)	DECOY COMPETITOR 3 (0.29126213592233 %)	DECOY DECOY 4 (0.38834951456311 %)

	A	B	D
A	TARGET COMPETITOR 744 (73.663366336634 %)	COMPETITOR COMPETITOR 74 (7.3267326732673 %)	COMPETITOR DECOY 8 (0.79207920792079 %)
B	TARGET TARGET 88 (8.7128712871287 %)	COMPETITOR TARGET 90 (8.9108910891089 %)	TARGET DECOY 1 (0.099009900990099 %)
D	DECOY TARGET 5 (0.4950495049505 %)	DECOY COMPETITOR 0 (0 %)	DECOY DECOY 0 (0 %)

Analysis 2: inferential statistics (for R code)

ScoresA (10):

+1	chose Target
+0	chose Competitor
+0.5	chose Decoy

ScoresB (10):

+1	chose Competitor
+0	chose Target
+0.5	chose Decoy

Observation = ScoreA/10 - ScoreB/10

observation = 0	no bias (no attraction or repulsion effect)
observation > 0	attraction effect
observation < 0	repulsion Effect

Selection Condition attraction scores

observations <- c(0, 0, -0.1, 0, 0.2, 0.1, -0.3, 0.6, 0.2, 0.35, 0, 0.1, 0.2, 0.2, 0.2, 0, 0, 0.1, 0.1, 0.2, 0.15, 0, 0.4, 0.6, 0.1, 0, 0, -0.2, 0, 0, -0.1, 0, 0, 0.4, 0.1, 0.1, 0.2, 0.2, 0, 0.2, -0.1, 0, 0, -0.2, -0.15, 0, -0.1, 0.8, 0, 0, 0.15, 0, 0, 0, 0.1, 0.2, 0.1, 0.5, 0.1, 0, 0, 0, 0, 0, 0.3, -0.3, 0.25, 0.1, 0, -0.1, -0.35, 0, 0.7, 0, -0.5, 0.2, 0, 0.35, 0.1, 0, -0.1, 0.1, 0.2, 0.1, 0, 0, 0.3, -0.1, -0.1, 0.1, -0.1, 0, 0, 0, 0, 0.1, 0.1, 0, -0.1, 0.65, 0.3, 0, 0.1)

Deletion Condition attraction scores

observations <- c(-0.1, 0, 0, 0, 0.5, 0, -0.15, 0.3, -0.3, 0, 0, -0.1, 0.25, 0, 0, 0, -0.1, -0.1, -0.1, 0, 0, 0.1, 0, 0.1, 0.3, 0, 0, 0.3, -0.3, -0.2, 0.1, 0, -0.3, 0, 0, 0, 0.1, 0, -0.1, 0, -0.2, 0.1, -0.1, 0, 0.5, 0, -0.05, 0.2, 0.2, 0.1, 0, 0, 0.1, 0.1, 0, 0.15, 0, 0, 0.1, 0, 0, -0.1, 0, 0.2, 0.1, 0, 0, -0.2, 0, 0, -0.2, 0.1, 0, 0, -0.05, 0.1, 0.3, -0.2, 0, 0, 0, 0, 0, 0.1, 0, -0.2, 0, 0.05, 0, 0, 0.2, -0.1, 0.2, 0.1, 0, -0.1, -0.1, -0.2, -0.1, 0, 0)

History
+
Request History
4 previous requests available
====
Session
+
Session
- 0(null)
====
Request
+
Request

Cake Params
- plugin(null)
- controllerParticipants
- actionstatistics
- named(empty)
- pass(empty)
Post data

No post data.

Query string

No querystring data.

Cookie

To view Cookies, add CookieComponent to Controller

Current Route
- keys(array)
  0controller
  1action
- options(empty)
- defaults(array)
  plugin(null)
- template/:controller/:action/*
====
Sql Log
+

Sql Logs

default
No query logs.

====

Timer

Memory

Peak Memory Use 9.73 MB

Message	Memory use
Component initialization	3.42 MB
Controller action start	3.63 MB
Controller render start	5.61 MB
View render complete	7.01 MB

Timers

Total Request Time: 274 (ms)

Message	Time in ms	Graph
Core Processing (Derived from $_SERVER["REQUEST_TIME"])	46.52
Event: Controller.initialize	0.04
Event: Controller.startup	0.46
Controller action	182.93
Event: Controller.beforeRender	8.01
» Processing toolbar data	7.88
Rendering View	14.05
» Event: View.beforeRender	0.05
» Rendering APP/View/Participants/statistics.ctp	8.90
» Event: View.afterRender	0.03
» Event: View.beforeLayout	0.04
» Rendering APP/View/Layouts/decisionstudy.ctp	3.86
» » Rendering CORE/Cake/View/Elements/sql_dump.ctp	0.61
Event: View.afterLayout	0.00

====

Log
+

Logs

There were no log entries made this request

====
Variables
+
View Variables
- DD_20
- DB_20
- DA_25
- BD_21
- AD_28
- BB_290
- BA_288
- AB_274
- AA_2744
- strategyScores_2(array)
  00.9
  10.8
  20.8
  31
  40.5
  50.8
  60.65
  70.7
  80.7
  91
  101
  110.9
  120.75
  131
  140.8
  151
  160.9
  170.7
  180.5
  190.8
  201
  210.9
  221
  230.9
  240.5
  251
  261
  270.7
  280.7
  290.8
  300.9
  311
  320.7
  331
  341
  351
  360.7
  371
  380.5
  391
  400.8
  410.9
  420.9
  431
  440.5
  450.8
  460.75
  470.8
  480.6
  490.5
  501
  511
  520.9
  530.7
  540.9
  550.65
  561
  571
  580.5
  591
  600.6
  610.9
  621
  630.8
  640.9
  651
  661
  670.8
  681
  691
  700.8
  710.9
  721
  730.6
  740.95
  750.7
  760.5
  770.8
  781
  790.8
  801
  811
  821
  830.9
  841
  850.4
  861
  870.75
  880.6
  890.4
  900.8
  910.9
  920.8
  930.9
  940.8
  950.9
  960.9
  970.8
  980.5
  991
  1001
- participantScores_2(array)
  0-0.1
  10
  20
  30
  40.5
  50
  6-0.15
  70.3
  8-0.3
  90
  100
  11-0.1
  120.25
  130
  140
  150
  16-0.1
  17-0.1
  18-0.1
  190
  200
  210.1
  220
  230.1
  240.3
  250
  260
  270.3
  28-0.3
  29-0.2
  300.1
  310
  32-0.3
  330
  340
  350
  360.1
  370
  38-0.1
  390
  40-0.2
  410.1
  42-0.1
  430
  440.5
  450
  46-0.05
  470.2
  480.2
  490.1
  500
  510
  520.1
  530.1
  540
  550.15
  560
  570
  580.1
  590
  600
  61-0.1
  620
  630.2
  640.1
  650
  660
  67-0.2
  680
  690
  70-0.2
  710.1
  720
  730
  74-0.05
  750.1
  760.3
  77-0.2
  780
  790
  800
  810
  820
  830.1
  840
  85-0.2
  860
  870.05
  880
  890
  900.2
  91-0.1
  920.2
  930.1
  940
  95-0.1
  96-0.1
  97-0.2
  98-0.1
  990
  1000
- noOfPairs_210
- noOfAnalysedParticipants_2101
- DD4
- DB3
- DA5
- BD7
- AD15
- BB67
- BA125
- AB42
- AA762
- strategyScores(array)
  01
  11
  20.5
  31
  40.8
  50.5
  60.7
  70.4
  80.8
  90.5
  100.8
  110.9
  120.8
  130.4
  140.6
  151
  161
  170.9
  180.9
  190.8
  200.75
  211
  220.6
  230.4
  240.9
  251
  261
  270.8
  281
  291
  300.9
  311
  321
  330.6
  340.9
  350.7
  360.8
  370.8
  381
  390.8
  400.9
  410.8
  421
  430.8
  440.85
  451
  460.7
  470.2
  481
  491
  500.65
  511
  521
  530.8
  540.9
  550.8
  560.9
  570.5
  580.9
  590.8
  601
  611
  621
  631
  640.7
  650.7
  660.75
  670.9
  681
  690.9
  700.65
  711
  720.3
  730.6
  740.5
  750.8
  761
  770.5
  780.9
  791
  800.9
  810.9
  820.6
  830.9
  841
  850.8
  860.5
  870.9
  880.7
  890.9
  900.9
  911
  921
  931
  941
  950.9
  960.9
  971
  980.9
  990.35
  1000.7
  1011
  1020.9
- participantScores(array)
  00
  10
  2-0.1
  30
  40.2
  50.1
  6-0.3
  70.6
  80.2
  90.35
  100
  110.1
  120.2
  130.2
  140.2
  150
  160
  170.1
  180.1
  190.2
  200.15
  210
  220.4
  230.6
  240.1
  250
  260
  27-0.2
  280
  290
  30-0.1
  310
  320
  330.4
  340.1
  350.1
  360.2
  370.2
  380
  390.2
  40-0.1
  410
  420
  43-0.2
  44-0.15
  450
  46-0.1
  470.8
  480
  490
  500.15
  510
  520
  530
  540.1
  550.2
  560.1
  570.5
  580.1
  590
  600
  610
  620
  630
  640.3
  65-0.3
  660.25
  670.1
  680
  69-0.1
  70-0.35
  710
  720.7
  730
  74-0.5
  750.2
  760
  770.35
  780.1
  790
  80-0.1
  810.1
  820.2
  830.1
  840
  850
  860.3
  87-0.1
  88-0.1
  890.1
  90-0.1
  910
  920
  930
  940
  950.1
  960.1
  970
  98-0.1
  990.65
  1000.3
  1010
  1020.1
- noOfPairs10
- noOfAnalysedParticipants103
- $request->data(empty)
- $this->validationErrors(array)
  Participant(empty)
  Question(empty)
- Loaded Helpers(array)
  0Html
  1Form
  2Session
  3Number
  4SimpleGraph
  5DebugTimer
  6Toolbar
  7Js
  8HtmlToolbar
====

Environment

App Constants

No application environment available.

CakePHP Constants

Constant	Value
APP	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/app/
APP_DIR	app
APPLIBS	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/app/Lib/
CACHE	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/app/tmp/cache/
CAKE	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/lib/Cake/
CAKE_CORE_INCLUDE_PATH	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/lib
CORE_PATH	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/lib/
CAKE_VERSION	2.5.6
CSS	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/app/webroot/css/
CSS_URL	css/
DS	/
FULL_BASE_URL	http://crowdflower4.evanthiadimara.com
IMAGES	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/app/webroot/img/
IMAGES_URL	img/
JS	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/app/webroot/js/
JS_URL	js/
LOGS	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/app/tmp/logs/
ROOT	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com
TESTS	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/app/Test/
TMP	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/app/tmp/
VENDORS	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/vendors/
WEBROOT_DIR	webroot
WWW_ROOT	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/app/webroot/

PHP Environment

Environment Variable	Value
Php Version	5.4.45
Lsphp Enable User Ini	on
Path	/usr/local/bin:/usr/bin:/bin
Temp	/tmp
Tmp	/tmp
Tmpdir	/tmp
Pwd	/
Http Accept	/
Http Accept Encoding	gzip, br, zstd, deflate
Content Length	0
Http Host	crowdflower4.evanthiadimara.com
Http User Agent	Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)
Redirect Redirect Unique Id	ZkkXXcjHj2IENLGt41fLawAAABE
Redirect Redirect Script Url	/Participants/statistics
Redirect Redirect Script Uri	http://crowdflower4.evanthiadimara.com/Participants/statistics
Redirect Redirect User Id	898862
Redirect Redirect Status	200
Redirect Unique Id	ZkkXXcjHj2IENLGt41fLawAAABE
Redirect Script Url	/Participants/statistics
Redirect Script Uri	http://crowdflower4.evanthiadimara.com/Participants/statistics
Redirect User Id	898862
Redirect Status	200
Unique Id	ZkkXXcjHj2IENLGt41fLawAAABE
Script Url	/Participants/statistics
Script Uri	http://crowdflower4.evanthiadimara.com/Participants/statistics
User Id	898862
Server Signature
Server Software	Apache
Server Name	crowdflower4.evanthiadimara.com
Server Addr	160.153.32.96
Server Port	80
Remote Addr	3.144.222.175
Document Root	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com
Request Scheme	http
Context Prefix
Context Document Root	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com
Server Admin	webmaster@crowdflower4.evanthiadimara.com
Script Filename	/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/app/webroot/index.php
Remote Port	36917
Redirect Url	/app/webroot/Participants/statistics
Server Protocol	HTTP/1.1
Request Method	GET
Query String
Request Uri	/Participants/statistics
Script Name	/app/webroot/index.php
Php Self	/app/webroot/index.php
Request Time Float	1716066141.0201
Request Time	1716066141

====

Include
+
Included Files

Include Paths
- 0/home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/lib
- 2/opt/alt/php54/usr/share/pear
- 3/opt/alt/php54/usr/share/php
- 4-> /home/evanthiadimara/public_html/crowdflower4.evanthiadimara.com/lib/Cake/
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  10DebugKit/Lib/Panel/EnvironmentPanel.php
  11DebugKit/Lib/Panel/IncludePanel.php
  12DebugKit/Lib/DebugTimer.php
====

Deletion Experiment: lottery study

Analysis 1: contingency tables (descriptive statistics)

Analysis 2: inferential statistics (for R code)

Request History

Session

Request

Cake Params

Post data

Query string

Cookie

Current Route

Sql Logs

default

Memory

Timers

Logs

View Variables

App Constants

CakePHP Constants

PHP Environment

Included Files

Include Paths

Included Files