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Iraqi War
 When should the majority of
US troops withdraw from Iraq?
Timeline
 • Aug. 2, 1990 – Iraq invades Kuwait
 • Feb. 24, 1991 – Operation Desert Storm begins
 • Feb. 28, 1991 – Iraq agrees to a ceasefire
 • Sept. 11, 2001 – Twin Towers terrorist attack
 • Oct. 7, 2001 – Operation Enduring Freedom
   begins against Afghanistan
 • March 20, 2003 – Operation Iraq Freedom
   begins
 • April 9, 2003 – Baghdad falls
 • May 1, 2003 – President Bush declares end of
   major combat operations in Iraq

Background   Model Setup    Data Collection   Final Results   Problems
Timeline (continued)
 • May 2, 2003 – Rumsfeld announces end of
   Afghanistan combat
 • Dec. 13, 2003 – Saddam Hussein was captured
 • June 28, 2004 – U.S. transfers sovereignty to
   Iraq
 • Oct. 15, 2005 – Iraqis votes to ratify constitution
 • Dec. 15, 2005 – Iraqis vote to elect members of
   Iraqi assembly
 • Mar. 21, 2006 – Bush announces U.S. troops
   will remain in Iraq until at least 2009.

Background   Model Setup   Data Collection   Final Results   Problems
Background Highlights
 • United States military troops have been in
   Iraq for 3 years
 • The main policy questions center around
   how long the US should remain in Iraq
 • Key question – “When should a majority of
   the United States military forces withdraw
   from Iraq?”
 • Determining the alternatives

Background    Model Setup   Data Collection   Final Results   Problems
When should the majority of US troops
             withdraw from Iraq?

   Alternative 1: Upon the request of the Iraqi
                  government
   Alternative 2: After 5 years
   Alternative 3: Within 2-5 years
   Alternative 4: Within 1 year
   Alternative 5:Withdraw within 3 months and
   redeploy troops



Background   Model Setup   Data Collection   Final Results   Problems
Strategic Criteria
                          Strategic Evaluation of Withdrawing US Troops From Iraq

Democracy in Iraq .337                                                                   Economic Development .092
Stable Government .717                                                                   US Energy Security .455
Iraqi National Defense .195                                                              Market Creation .091
Minority Representation .088                                                             Rebuilding Infrastructure .455


                               World Peace .185             US Domestic Politics .386
                               Terrorism Abroad .073        US National Security .750
                               Terrorism at Home .671       US Public Support .125
                               Future US Foreign Policy .
                                    256                     US Military Relations .125
BOCR Model
 Merits          Criteria      Sub-criteria                       Merits   Criteria    Sub-criteria
 Benefits        Economic      Iraq Economy                       Costs    Economic    US Budget Deficit
                               US Economy                                              International Coalition Costs
                               World Economy                               Political   Creating New Enemies
                 Political     Creating New Allies                                     Potential Government Corruption
                               US Bargaining Power                                     Iraq Initiative
                               US Presence in the Region                   Security    Civil War in Iraq
                               Iraq Initiative                                         Destabilization of the Region
                 Security      Deterrence                                  Social      Human Life (Allies)
                               Anti-Terrorism                                          Human Life (US)
                               Insurgency Warfare Training                             Human Life (Iraq)
 Opportunities   Economic      US Economy                                  Political   US Reputation
                               Iraq Economy                       Risks                Iraq Initiative
                 Political     Protection of US Allies                     Security    Increased Terrorism
                               Spread of Democracy
                               Democracy in Iraq
                               Iraq Initiative




Background                   Model Setup                 Data Collection     Final Results                 Problems
Data Collection
Survey
 
Data Collection
 • Professors and PHD faculty
     – GSPIA
     – Katz
 • Periodicals
     – Ex: Time, The Economist
 • Government Studies
     – Ex: National Security Council : Iraq War
       Strategy
 • Websites
 • Informal conversations
Background   Model Setup   Data Collection Final Results   Problems
Spheres of Influence
Al-Qaeda                  Iraqi Citizens       Pentagon           China

World Bank                Shi'ites             President          France
World Humanitarian                                                Great
Organization              Iraqi Women          US Citizens        Britain
Religious Militant
Groups                    Kurds                US Corporations    Iran
                                               US Defense
Enemies                   Iraq Government      Industry           Italy

Allies                    Iraq Insurgency      US Congress        Poland

World community           Sunnis               Press              Russia

Foreign Corporations      Iraq Congress                           Syria
Background       Model Setup      Data Collection Final Results   Problems
Spheres of Influences

  Model Representation
Benefits Control Criteria
     Breakdown of highlighted subnets to follow
US Economy Subnet
US Presence in Region Subnet
Opportunities Control Criteria
      Breakdown of highlighted subnets to follow
US Economy Subnet
Iraq Economy Subnet
Costs Control Criteria
   Breakdown of highlighted subnets to follow
US Budget Deficit Subnet
Civil War in Iraq Subnet
Risks Control Criteria
   Breakdown of highlighted subnets to follow
US Reputation Subnet
Increased Terrorism Subnet
Criteria and Their Priorities
                                                                                 Global Priorities
 Merits            Criteria            Sub-criteria                              (Normalized)
 Benefits          Economic (.6144)    Iraq Economy (.2184)                                    0.134
                                       US Economy (.6301)                                      0.387
                                       World Economy (.1514)                                   0.093
                   Political (.2684)   Creating New Allies (.1992)                             0.053
                                       US Bargaining Power (.3115)                             0.084
                                       US Presence in the Region (.3363)                       0.090
                                       Iraq Initiative (.1529)                                 0.041
                   Security (.1172)    Deterrence (.3535)                                      0.041
                                       Anti-Terrorism (.3737)                                  0.044
                                       Insurgency Warfare Training (.2727)                     0.032
 Opportunities     Economic (.8333)    US Economy (.7500)                                      0.625
                                       Iraq Economy (.2500)                                    0.208
                   Political (.1667)   Protection of US Allies (.2118)                         0.035
                                       Spread of Democracy (.5551)                             0.093
                                       Democracy in Iraq (.0808)                               0.013
                                       Iraq Initiative (.1524)                                 0.025
Background           Model Setup          Data Collection            Final Results     Problems
Criteria and Their Priorities
                                                                                   Global Priorities
 Merits       Criteria            Sub-criteria                                         (Normalized)
 Costs        Economic (.0792)    US Budget Deficit (.7031)                                     0.056
                                  International Coalition Costs (.2969)                         0.024
              Political (.0462)   Creating New Enemies (.6782)                                  0.031
                                  Potential Government Corruption (.1424)                       0.007
                                  Iraq Initiative (.1794)                                       0.008
              Security (.1731)    Civil War in Iraq (.5099)                                     0.088
                                  Destabilization of the Region (.4901)                         0.085
              Social (.7015)      Human Life (Allies) (.2626)                                   0.184
                                  Human Life (US) (.4040)                                       0.283
                                  Human Life (Iraq) (.3333)                                     0.234
              Political (.1250)   US Reputation (.8002)                                         0.100
 Risks                            Iraq Initiative (.1998)                                       0.025
              Security (.8750)    Increased Terrorism (1.0)                                     0.875



Background         Model Setup          Data Collection            Final Results        Problems
Weight Benefits and Opportunities
 Benefits            US Economy                      US Presence in the Region              Sum of wtd Alt.
 Normalized CC              0.811                                0.189
 Alternatives        Idealized      (CC x Ideal)     Idealized           (CC x Ideal)
 1 year                     0.470            0.381               1.000              0.189                 0.570
 2-5 years                  0.291            0.236               0.305              0.058                 0.294
 > 5 years                  1.000            0.811               0.049              0.009                 0.820
 Redeploy Troops            0.678            0.549               0.891              0.168                 0.718
 Iraq Request               0.375            0.304               0.353              0.067                 0.371


 Opportunities       US Economy                      Iraq Economy                           Sum of wtd Alt.
 Normalized CC              0.750                                0.250
 Alternatives        Idealized      (CC x Ideal)     Idealized           (CC x Ideal)
 1 year                     0.000            0.000               0.000              0.000                 0.000
 2-5 years                  0.335            0.251               1.000              0.250                 0.501
 > 5 years                  0.941            0.706               0.347              0.087                 0.792
 Redeploy Troops            1.000            0.750               0.877              0.219                 0.969
 Iraq Request               0.035            0.026               0.962              0.240                 0.267

Background         Model Setup             Data Collection               Final Results           Problems
Weighted Costs and Risks
 Costs               Civil War in Iraq                US Budget Deficit                      Sum of wtd Alt.
 Normalized CC              0.613                                 0.387
 Alternatives        Idealized       (CC x Ideal)     Idealized           (CC x Ideal)
 1 year                     0.519             0.318               0.104              0.040                 0.359
 2-5 years                  0.308             0.189               0.481              0.186                 0.375
 > 5 years                  1.000             0.613               1.000              0.387                 1.000
 Redeploy Troops            0.321             0.197               0.136              0.052                 0.249
 Iraq Request               0.366             0.224               0.269              0.104                 0.328


 Risks               US Reputation                    Increased Terrorism                    Sum of wtd Alt.
 Normalized CC              0.103                                 0.897
 Alternatives        Idealized       (CC x Ideal)     Idealized           (CC x Ideal)
 1 year                     0.547             0.056               1.000              0.897                 0.954
 2-5 years                  0.258             0.026               0.045              0.040                 0.066
 > 5 years                  1.000             0.103               0.000              0.000                 0.103
 Redeploy Troops            0.390             0.040               0.289              0.259                 0.299
 Iraq Request               0.263             0.027               0.522              0.468                 0.495

Background         Model Setup              Data Collection               Final Results           Problems
Final Results

                                    Sum of the BOCR merit Priorities times the "Totals" for their control
                                                                  criteria




                Benefits              0.2862   Opportunities         0.2397   Costs                 0.2991   Risks               0.175

                Sum (from          (Sum x .    Sum (from         (Sum x .     Sum (from         (Sum x .     Sum (from       (Sum x .
 Alternatives   previous)          2782)       previous)         2275)        previous)         3094)        previous)       1848)

 1 year                    0.570       0.163             0.000        0.000            0.359         0.107           0.954       0.167

 2-5 years                 0.294       0.084             0.501        0.120            0.375         0.112           0.066       0.012

 > 5 years                 0.820       0.235             0.792        0.190            1.000         0.299           0.103       0.018

 Redeploy
 Troops                    0.718       0.205             0.969        0.232            0.249         0.074           0.299       0.052

 Iraq Request              0.371       0.106             0.267        0.064            0.328         0.098           0.495       0.087




Background                   Model Setup                   Data Collection                Final Results                  Problems
Short-term/Long-term Results


                     BO/CR                               bB+oO-cC-rR
 Alternatives        Unwtd               Normalized      Wtd                    Unitized
 1 year                          0.063           0.003                 -0.111          -7.525
 2-5 years                       6.920           0.378                 0.081               5.467
 > 5 years                       5.975           0.326                 0.108               7.304
 Redeploy Troops                 4.875           0.266                 0.311          21.105
 Iraq Request                    0.469           0.026                 -0.015          -1.000




Background         Model Setup      Data Collection       Final Results          Problems
Results - Multiplicative




Background    Model Setup   Data Collection   Final Results   Problems
Results – Additive (Negative)




Background   Model Setup   Data Collection   Final Results   Problems
Sensitivity Analysis - Benefits
Sensitivity Analysis - Opportunities
Sensitivity Analysis - Costs
Sensitivity Analysis - Risks

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Best time to withdraw from iraq BOCR model

  • 1. Iraqi War When should the majority of US troops withdraw from Iraq?
  • 2. Timeline • Aug. 2, 1990 – Iraq invades Kuwait • Feb. 24, 1991 – Operation Desert Storm begins • Feb. 28, 1991 – Iraq agrees to a ceasefire • Sept. 11, 2001 – Twin Towers terrorist attack • Oct. 7, 2001 – Operation Enduring Freedom begins against Afghanistan • March 20, 2003 – Operation Iraq Freedom begins • April 9, 2003 – Baghdad falls • May 1, 2003 – President Bush declares end of major combat operations in Iraq Background Model Setup Data Collection Final Results Problems
  • 3. Timeline (continued) • May 2, 2003 – Rumsfeld announces end of Afghanistan combat • Dec. 13, 2003 – Saddam Hussein was captured • June 28, 2004 – U.S. transfers sovereignty to Iraq • Oct. 15, 2005 – Iraqis votes to ratify constitution • Dec. 15, 2005 – Iraqis vote to elect members of Iraqi assembly • Mar. 21, 2006 – Bush announces U.S. troops will remain in Iraq until at least 2009. Background Model Setup Data Collection Final Results Problems
  • 4. Background Highlights • United States military troops have been in Iraq for 3 years • The main policy questions center around how long the US should remain in Iraq • Key question – “When should a majority of the United States military forces withdraw from Iraq?” • Determining the alternatives Background Model Setup Data Collection Final Results Problems
  • 5. When should the majority of US troops withdraw from Iraq? Alternative 1: Upon the request of the Iraqi government Alternative 2: After 5 years Alternative 3: Within 2-5 years Alternative 4: Within 1 year Alternative 5:Withdraw within 3 months and redeploy troops Background Model Setup Data Collection Final Results Problems
  • 6. Strategic Criteria Strategic Evaluation of Withdrawing US Troops From Iraq Democracy in Iraq .337 Economic Development .092 Stable Government .717 US Energy Security .455 Iraqi National Defense .195 Market Creation .091 Minority Representation .088 Rebuilding Infrastructure .455 World Peace .185 US Domestic Politics .386 Terrorism Abroad .073 US National Security .750 Terrorism at Home .671 US Public Support .125 Future US Foreign Policy . 256 US Military Relations .125
  • 7. BOCR Model Merits Criteria Sub-criteria Merits Criteria Sub-criteria Benefits Economic Iraq Economy Costs Economic US Budget Deficit US Economy International Coalition Costs World Economy Political Creating New Enemies Political Creating New Allies Potential Government Corruption US Bargaining Power Iraq Initiative US Presence in the Region Security Civil War in Iraq Iraq Initiative Destabilization of the Region Security Deterrence Social Human Life (Allies) Anti-Terrorism Human Life (US) Insurgency Warfare Training Human Life (Iraq) Opportunities Economic US Economy Political US Reputation Iraq Economy Risks Iraq Initiative Political Protection of US Allies Security Increased Terrorism Spread of Democracy Democracy in Iraq Iraq Initiative Background Model Setup Data Collection Final Results Problems
  • 9. Data Collection • Professors and PHD faculty – GSPIA – Katz • Periodicals – Ex: Time, The Economist • Government Studies – Ex: National Security Council : Iraq War Strategy • Websites • Informal conversations Background Model Setup Data Collection Final Results Problems
  • 10. Spheres of Influence Al-Qaeda Iraqi Citizens Pentagon China World Bank Shi'ites President France World Humanitarian Great Organization Iraqi Women US Citizens Britain Religious Militant Groups Kurds US Corporations Iran US Defense Enemies Iraq Government Industry Italy Allies Iraq Insurgency US Congress Poland World community Sunnis Press Russia Foreign Corporations Iraq Congress Syria Background Model Setup Data Collection Final Results Problems
  • 11. Spheres of Influences Model Representation
  • 12. Benefits Control Criteria Breakdown of highlighted subnets to follow
  • 14. US Presence in Region Subnet
  • 15. Opportunities Control Criteria Breakdown of highlighted subnets to follow
  • 18. Costs Control Criteria Breakdown of highlighted subnets to follow
  • 20. Civil War in Iraq Subnet
  • 21. Risks Control Criteria Breakdown of highlighted subnets to follow
  • 24. Criteria and Their Priorities Global Priorities Merits Criteria Sub-criteria (Normalized) Benefits Economic (.6144) Iraq Economy (.2184) 0.134 US Economy (.6301) 0.387 World Economy (.1514) 0.093 Political (.2684) Creating New Allies (.1992) 0.053 US Bargaining Power (.3115) 0.084 US Presence in the Region (.3363) 0.090 Iraq Initiative (.1529) 0.041 Security (.1172) Deterrence (.3535) 0.041 Anti-Terrorism (.3737) 0.044 Insurgency Warfare Training (.2727) 0.032 Opportunities Economic (.8333) US Economy (.7500) 0.625 Iraq Economy (.2500) 0.208 Political (.1667) Protection of US Allies (.2118) 0.035 Spread of Democracy (.5551) 0.093 Democracy in Iraq (.0808) 0.013 Iraq Initiative (.1524) 0.025 Background Model Setup Data Collection Final Results Problems
  • 25. Criteria and Their Priorities Global Priorities Merits Criteria Sub-criteria (Normalized) Costs Economic (.0792) US Budget Deficit (.7031) 0.056 International Coalition Costs (.2969) 0.024 Political (.0462) Creating New Enemies (.6782) 0.031 Potential Government Corruption (.1424) 0.007 Iraq Initiative (.1794) 0.008 Security (.1731) Civil War in Iraq (.5099) 0.088 Destabilization of the Region (.4901) 0.085 Social (.7015) Human Life (Allies) (.2626) 0.184 Human Life (US) (.4040) 0.283 Human Life (Iraq) (.3333) 0.234 Political (.1250) US Reputation (.8002) 0.100 Risks Iraq Initiative (.1998) 0.025 Security (.8750) Increased Terrorism (1.0) 0.875 Background Model Setup Data Collection Final Results Problems
  • 26. Weight Benefits and Opportunities Benefits US Economy US Presence in the Region Sum of wtd Alt. Normalized CC 0.811 0.189 Alternatives Idealized (CC x Ideal) Idealized (CC x Ideal) 1 year 0.470 0.381 1.000 0.189 0.570 2-5 years 0.291 0.236 0.305 0.058 0.294 > 5 years 1.000 0.811 0.049 0.009 0.820 Redeploy Troops 0.678 0.549 0.891 0.168 0.718 Iraq Request 0.375 0.304 0.353 0.067 0.371 Opportunities US Economy Iraq Economy Sum of wtd Alt. Normalized CC 0.750 0.250 Alternatives Idealized (CC x Ideal) Idealized (CC x Ideal) 1 year 0.000 0.000 0.000 0.000 0.000 2-5 years 0.335 0.251 1.000 0.250 0.501 > 5 years 0.941 0.706 0.347 0.087 0.792 Redeploy Troops 1.000 0.750 0.877 0.219 0.969 Iraq Request 0.035 0.026 0.962 0.240 0.267 Background Model Setup Data Collection Final Results Problems
  • 27. Weighted Costs and Risks Costs Civil War in Iraq US Budget Deficit Sum of wtd Alt. Normalized CC 0.613 0.387 Alternatives Idealized (CC x Ideal) Idealized (CC x Ideal) 1 year 0.519 0.318 0.104 0.040 0.359 2-5 years 0.308 0.189 0.481 0.186 0.375 > 5 years 1.000 0.613 1.000 0.387 1.000 Redeploy Troops 0.321 0.197 0.136 0.052 0.249 Iraq Request 0.366 0.224 0.269 0.104 0.328 Risks US Reputation Increased Terrorism Sum of wtd Alt. Normalized CC 0.103 0.897 Alternatives Idealized (CC x Ideal) Idealized (CC x Ideal) 1 year 0.547 0.056 1.000 0.897 0.954 2-5 years 0.258 0.026 0.045 0.040 0.066 > 5 years 1.000 0.103 0.000 0.000 0.103 Redeploy Troops 0.390 0.040 0.289 0.259 0.299 Iraq Request 0.263 0.027 0.522 0.468 0.495 Background Model Setup Data Collection Final Results Problems
  • 28. Final Results Sum of the BOCR merit Priorities times the "Totals" for their control criteria Benefits 0.2862 Opportunities 0.2397 Costs 0.2991 Risks 0.175 Sum (from (Sum x . Sum (from (Sum x . Sum (from (Sum x . Sum (from (Sum x . Alternatives previous) 2782) previous) 2275) previous) 3094) previous) 1848) 1 year 0.570 0.163 0.000 0.000 0.359 0.107 0.954 0.167 2-5 years 0.294 0.084 0.501 0.120 0.375 0.112 0.066 0.012 > 5 years 0.820 0.235 0.792 0.190 1.000 0.299 0.103 0.018 Redeploy Troops 0.718 0.205 0.969 0.232 0.249 0.074 0.299 0.052 Iraq Request 0.371 0.106 0.267 0.064 0.328 0.098 0.495 0.087 Background Model Setup Data Collection Final Results Problems
  • 29. Short-term/Long-term Results BO/CR bB+oO-cC-rR Alternatives Unwtd Normalized Wtd Unitized 1 year 0.063 0.003 -0.111 -7.525 2-5 years 6.920 0.378 0.081 5.467 > 5 years 5.975 0.326 0.108 7.304 Redeploy Troops 4.875 0.266 0.311 21.105 Iraq Request 0.469 0.026 -0.015 -1.000 Background Model Setup Data Collection Final Results Problems
  • 30. Results - Multiplicative Background Model Setup Data Collection Final Results Problems
  • 31. Results – Additive (Negative) Background Model Setup Data Collection Final Results Problems
  • 33. Sensitivity Analysis - Opportunities