{ Analytica Model Voluntary_vs_mandato, encoding="UTF-8" }
SoftwareVersion 5.4.3


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Model Voluntary_vs_mandato
Description: In this hypothetical scenario, the Navy wants to compare two COVID-19 testing policies. In the first, testing of all crew members is mandatory before boarding the ship. In the second, testing is voluntary. In both cases, anyone with a positive test will not be allowed to board. ~
~
The question of interest is how much impact this has on the infection rates on the ship once the ship sets sail. Because tests have fairly high error rates, some are advocating it doesn't make much difference, and so testing shoud be voluntary.
Author: Lonnie Chrisman, Ph.D.~
Lumina Decision System
Date: Thu, May 21, 2020 10:09 AM
DiagState: 2,52,105,963,535,17
FontStyle: Arial,15
FileInfo: 0,Model Voluntary_vs_mandato,2,2,0,0,D:\Documents\Analytica\Voluntary vs mandatory testing.ana

FormNode Fo1195487677
Title: Prevalence
Definition: 0
NodeLocation: 168,88,1
NodeSize: 88,16
Original: P_C

FormNode Fo658616765
Title: Sensitivity
Definition: 0
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NodeSize: 88,16
Original: Sensitivity

FormNode Fo1732358589
Title: Specificity
Definition: 0
NodeLocation: 168,152,1
NodeSize: 88,16
Original: Specificity

FormNode Fo390181309
Title: P(T|C)
Definition: 0
NodeLocation: 168,184,1
NodeSize: 88,16
Original: P_T_C

FormNode Fo1463923133
Title: P(T|not C)
Definition: 0
NodeLocation: 168,216,1
NodeSize: 88,16
Original: P_T_notC

FormNode Fo1925296573
Title: P(C|B)
Definition: 1
NodeLocation: 568,136,1
NodeSize: 136,16
Original: P_C_B

FormNode Fo767668669
Title: Probability of no infection
Definition: 1
NodeLocation: 568,224,1
NodeSize: 136,16
Original: Probability_of_no_in

Module Model_details
Title: Model details
Author: Lonnie
Date: Thu, May 21, 2020 11:30 AM
NodeLocation: 192,312,1
NodeSize: 48,24
DiagState: 2,393,25,944,560,17

Variable P_C
Title: Prevalence
Description: The probability that a candidate crew member in infected, known as the point prevalence in the population before people with positive test results have been filtered out of the population.
Definition: 1%
NodeLocation: 104,88,1
NodeSize: 56,24
Aliases: FormNode Fo1195487677

Variable Sensitivity
Title: Sensitivity
Description: The sensitivity of the test, which is the probability of a positive result given that the person really is infected.
Definition: 85%
NodeLocation: 104,152,1
NodeSize: 48,24
Aliases: FormNode Fo658616765

Variable P_N_TC
Title: P(N|T,C)
Description: Probability of a false negative.
Definition: 1-Sensitivity
NodeLocation: 240,152,1
NodeSize: 48,24

Variable Specificity
Title: Specificity
Description: The specificity of the test, which is the probability of a negative test result when a person has no infection.
Definition: 99%
NodeLocation: 104,224,1
NodeSize: 48,24
Aliases: FormNode Fo1732358589

Variable P_NT
Title: P(N,T)
Definition: P_N_TC * P_T_C * P_C + Specificity * P_T_notC * (1-P_C)
NodeLocation: 384,288,1
NodeSize: 48,24
ValueState: 2,909,73,416,303,,MIDM

Variable P_T_C
Title: P(T|C)
Description: The probability an individual gets tested given that they are infected (but presumably don't know this).  This captures personal behavior when testing is optional. A person who is infected may be more likely to get tested because, for example, they may have an suspicious symptom, or may have come in contact with someone infected, or may feel like they've been in situations with high risk of exposure.~
~
When testing is mandatory, this should be 1.
Definition: DetermTable(Testing_policy)(100%,60%)
NodeLocation: 240,232,1
NodeSize: 48,24
Aliases: FormNode Fo390181309

Decision Testing_policy
Title: Testing policy
Definition: Choice(Self,0)
NodeLocation: 104,296,1
NodeSize: 48,24
Domain: ['Mandatory','Voluntary']
{!40300|DomainExpr: Discrete('Mandatory','Voluntary')}
{!40200|Att_ChoiceIndexes: Keyword Self}

Variable P_T_notC
Title: P(T|not C)
Description: The probability a person without an infection gets tested. This encodes individual behavior.  Or, when testing is mandatory, this should be 1.
Definition: DetermTable(Testing_policy)(100%,40%)
NodeLocation: 240,304,1
NodeSize: 48,24
Aliases: FormNode Fo1463923133

Variable P_CnotT
Title: P(C,not T)
Description: Probability a person is infected and doesn't get tested.
Definition: (1-P_T_C)*P_C 
NodeLocation: 384,88,1
NodeSize: 48,24

Variable P_notT
Title: P(not T)
Description: Probability a person does not get tested.
Definition: (1-P_T_C)*P_C + (1-P_T_notC)*(1-P_C)
NodeLocation: 384,152,1
NodeSize: 48,24

Variable P_CNT
Title: P(C,N,T)
Definition: P_N_TC * P_T_C * P_C
NodeLocation: 384,216,1
NodeSize: 48,24

Variable P_B
Title: P(B)
Description: Probabiliy that an individual boards (either not tested or gets a positive test result)
Definition: P_notT + P_NT
NodeLocation: 536,240,1
NodeSize: 48,24

Variable P_CB
Title: P(C,B)
Description: Probability that an individual is infected and boards.
Definition: P_CnotT + P_CNT
NodeLocation: 536,168,1
NodeSize: 48,24

Objective P_C_B
Title: P(C|B)
Description: The probability that a randomly selected crew member who boards in infected.
Definition: P_CB / P_B
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Aliases: FormNode Fo1925296573

Variable Calculations
Title: Calculations
Description: Shows the calculation steps in one table.
Definition: [P_CnotT,P_notT,P_CNT,P_NT,P_B,P_CB,P_C_B]
NodeLocation: 672,304,1
NodeSize: 56,24
ValueState: 2,784,399,621,181,,MIDM

Variable Crew_members_per_inf
Title: Crew members per infection
Description: The number of crew members per infected crew member.
Definition: 1/P_C_B
NodeLocation: 672,112,1
NodeSize: 48,40
ValueState: 2,993,10,416,303,,MIDM
NumberFormat: 2,D,2,2,0,0,2,0,$,0,"ABBREV",0,,,0,0,15

Constant N
Title: Number of people on board
Description: The number of crew members on the ship.
Definition: Sequence(10,500)
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Objective Probability_of_no_in
Title: Probability of no infection
Description: The probability that there is no infection among all crew members.
Definition:  (1-P_C_B)^N
NodeLocation: 832,200,1
NodeSize: 48,32
ValueState: 2,763,218,581,391,1,MIDM
Aliases: FormNode Fo767668669

Objective Ratio_P
Title: Ratio P(C|B) on volun. to req
Definition: P_C_B[Testing_policy='Voluntary']/P_C_B[Testing_policy='Mandatory']
NodeLocation: 832,376,1
NodeSize: 64,24

Module Sensitivity_analysis
Title: Sensitivity analysis
NodeLocation: 448,464,1
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Objective Sensitivity_of_P
Title: Sensitivity of P(C|B)
Description: A tornado chart showing how much changing each estimated input probability  to be 1% closer to the 0 or 1 extreme alters the ratio of P(C|B) for the voluntary testing case compared to the manditory case.
Definition: LocalAlias X := Input_parameters;~
Local vary[Testing_policy]:=Vary_for_sensitivity;~
Local v := ifonly vary then Array(Level,[ 1%+99%*X, 99%*X]) else X;~
WhatIf( Ratio_P, X, v)
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Aliases: FormNode Fo1695183293
GraphSetup: {!50400|Att_AxisOrKeyTitle Sensitivity_of_P:Infection increase for voluntary versus manditory}~
{!50000|Graph_SortBySpread:1}~
BarOverlap:100~
Att_StackedBar Graph_Primary_Valdim:0%~
Flip:8~
Att__BarOrigin Sensitivity_of_P:0%~
Att_ForceCategorical Graph_Primary_Valdim:100%~
Att_GraphValueRange Sensitivity_of_P:1,,,0
ReformVal: [Input_parameters,Level]
XyExpr: Ratio_P
Att_XRole: Input_parameters
Att_OriginRole: 1
{!40600|Att_ClusterIndex: Level}

Index Input_parameters
Title: Input parameters
Definition: [P_C,Sensitivity,Specificity,P_T_C,P_T_notC]
NodeLocation: 104,48,1
NodeSize: 56,24
MetaOnly: 1
Att_PrevIndexValue: [P_C,Sensitivity,Specificity,P_T_C,P_T_notC]

Index Level
Title: Level
Definition: ['1% Higher','1% Lower']
NodeLocation: 104,112,1
NodeSize: 48,24

Variable Vary_for_sensitivity
Title: Vary for sensitivity
Definition: DetermTable(Input_parameters,Testing_policy)(~
Checkbox(1),Checkbox(1),~
Checkbox(1),Checkbox(1),~
Checkbox(1),Checkbox(1),~
Checkbox(0),Checkbox(1),~
Checkbox(0),Checkbox(1))
NodeLocation: 240,72,1
NodeSize: 48,24
ReformDef: [(Domain Of Testing_policy),Input_parameters]
{!40700|Att_CellFormat: CellSpan((Self.DomainIndex),CellSpan(Input_parameters,CellNumberFormat('Suffix',200%,0%,0%,dateFormat:'ABBREV',fullPrecision:0%,numbersAsDates:0%,datesAsNumbers:0%),200%,header:0%),100%,header:0%)}

Close Sensitivity_analysis

Close Model_details

Text Te1066512829
Title: Parameter estimation
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Text Te2136060349
Title: Results
Description: ~
The probability that a crew member who is allowed to board the ship is infected.~
~
~
~
Probability that there is no infection among all crew members that are allowed to board.~
~
~
~
A tornado chart showing how sensitive the impact of policy is on parameter estimate.
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FormNode Fo1695183293
Title: Sensitivity of P(C|B)
Definition: 1
NodeLocation: 568,304,1
NodeSize: 136,16
Original: Sensitivity_of_P

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