max rewak - drones and international terrorism

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Drones and International Terrorism: An Evaluation of Drone Strikes’ Effectiveness Against al Qaeda By Max Eric Rewak A Thesis submitted to The Faculty of The Elliott School of International Affairs of The George Washington University in partial fulfillment of the requirements for the degree of Bachelor of Arts May 19, 2013 Thesis directed by Dr. Stephen D. Biddle Professor of Political Science and International Affairs

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Drones  and  International  Terrorism:    An  Evaluation  of  Drone  Strikes’  Effectiveness  Against  al  Qaeda  

 

By  

Max  Eric  Rewak  

 

 

 

A  Thesis  submitted  to  

The  Faculty  of  

The  Elliott  School  of  International  Affairs  

of  The  George  Washington  University  

 in  partial  fulfillment  of  the  requirements    

for  the  degree  of  Bachelor  of  Arts  

 

May  19,  2013  

 

Thesis  directed  by  

Dr.  Stephen  D.  Biddle  

Professor  of  Political  Science  and  International  Affairs  

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  ii  

Dedication  

  The  author  wishes  to  dedicate  his  thesis  to  his  wonderful  mother,  without  

whom  none  of  this  would  have  been  possible.  

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

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  iii  

Acknowledgements  

In  writing  this  thesis,  I  would  like  to  thank  Professor  Stephen  Biddle  for  his  

invaluable  guidance,  advice,  and  contributions.    Additionally,  I  am  grateful  to  my  

friends  and  colleagues  at  George  Washington  for  their  encouragement  along  the  

way.    Finally,  I  thank  my  family  for  their  unwavering  love,  support,  and  

understanding  throughout  the  process.  

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

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Abstract  of  Thesis  

Drones  and  International  Terrorism:    An  Evaluation  of  Drone  Strikes’  Effectiveness  Against  al  Qaeda  

    Drones  are  new  tools  in  the  Global  War  on  Terror  that  have  received  lots  of  

attention  due  to  the  unique  advantages  they  present  over  conventional  

counterterrorism  tactics.    While  the  American  drone  campaign  has  been  criticized  

and  championed  for  a  variety  of  different  reasons,  analyses  of  U.S.  drone  strategy  in  

Pakistan  have  largely  been  based  on  the  assumption  that  drones  have  effective  in  

causing  al  Qaeda  to  lose  effectiveness.    This  paper  evaluates  the  validity  of  that  

assumption  by  comparing  al  Qaeda’s  effectiveness  since  2001  to  the  frequency  of  

drone  strikes  targeting  al  Qaeda  over  the  same  period.    According  to  data  from  the  

New  America  Foundation  and  the  RAND  Corporation’s  Global  Terrorism  Database,  

drone  strikes  on  al  Qaeda  did  not  begin  until  after  the  group’s  effectiveness  had  

already  begun  to  decline.    This  means  that  drone  strikes  were  not  responsible  for  a  

decline  in  kills  by  al  Qaeda.    While  drones  may  have  other  possible  uses,  these  

findings  challenge  the  assumption  that  drones  were  responsible  for  the  decline  in  al  

Qaeda’s  effectiveness  since  2001.  

 

 

 

 

 

 

 

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Table  of  Contents  

 

Acknowledgements……………………………………………………………………………………………...ii  

Dedication…………………………………………………………………………………………………………..iii  

Abstract  of  Thesis  ………………………………………………………..…………………………………......iv  

List  of  Figures……………………………………………………………………………………………………..vi  

Summary  Introduction…………………………………………………………………………………………1  

The  Debate  About  Drones…………………………………………………………………………………….4  

  Arguments  for  Drone  Use…………………………………………………………………………..5  

  Arguments  against  Drone  Use…………………………………………………………………….7  

  Assumptions  in  the  Debate………………………………………………………………………12  

Data…………………………………………………………………………………………………………………..15  

  al  Qaeda  International  Terrorism  Data………………………………….………………….16  

  American  Drone  Strike  Data…………………………………………………………………….17  

Analysis…………………………………………………………………………………………………..21  

Results………………………………………………………………………………………………………………26  

Conclusions……………………………………………………………………………………………………….28  

Works  Cited……………………………………………………………………………………………………….31  

 

 

 

 

 

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List  of  Figures  

Figure  1……………………………………………………………………………………………………………..18  

Figure  2……………………………………………………………………………………………………………..21  

Figure  3……………………………………………………………………………………………………………..22  

Figure  4……………………………………………………………………………………………………………..23  

Figure  5……………………………………………………………………………………………………………..23  

Figure  6……………………………………………………………………………………………………………..24  

Figure  7……………………………………………………………………………………………………………..25  

Figure  8……………………………………………………………………………………………………………..26  

 

 

 

 

 

 

 

 

 

 

 

 

 

 

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Chapter  One:  Summary  Introduction  

  Unmanned  aerial  vehicles,  colloquially  better  known  as  drones,  are  

important  new  tools  in  the  American  global  war  on  terrorism.    They  can  gather  

intelligence  with  advanced  imaging  systems  and  they  can  remotely  destroy  targets  

of  opportunity  without  putting  American  troops’  lives  in  danger.    However,  despite  

the  technological  advantages  that  drones  offer,  they  have  become  a  controversial  

aspect  of  American  foreign  policy  in  the  past  decade.      

The  drone  campaign  in  Pakistan,  run  by  the  CIA,  has  focused  on  decapitation  

strategy,  targeting  al  Qaeda  leaders  in  order  to  incapacitate  the  group’s  

international  terrorism  operations.    Supporters  say  that  drones  have  hampered  the  

organization’s  effectiveness  via  decapitation,  saving  American  troops’  lives  in  the  

process:  since  drones  are  unmanned  vehicles,  even  if  they  are  shot  down  soldiers  

are  not  in  harm’s  way.    Additionally,  drones  cost  less  money  than  their  conventional  

counterparts.    For  these  reasons,  drones  are  quite  popular  among  American  citizens.      

Critics,  by  contrast,  argue  that  the  consequences  of  drone  use  outweigh  its  

advantages.    Criticism  of  American  drone  policy  comes  from  several  different  angles:  

detractors  argue  that  drones  kill  too  many  civilians,  defy  international  law,  

constitute  human  rights  violations,  or  damage  international  public  opinion  of  the  

United  States,  to  name  a  few.    According  to  these  arguments,  while  drones  may  be  

useful  in  the  war  on  terrorism,  the  drawbacks  associated  with  American  drone  

strategy  make  it  counterproductive.  

Yet  almost  everyone  in  this  debate  shares  an  underlying  assumption  that  the  

drones  have  succeeded  in  their  immediate  purpose:  it  is  generally  accepted  that  the  

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drone  campaign  has  seriously  diminished  al  Qaeda’s  lethality  against  U.S.  civilians.  

This  assumption  lies  at  the  heart  of  the  debate.    It  is  the  assumed  efficacy  of  drones  

that  underlies  their  supporters’  enthusiasm,  and  opponents’  counterarguments  are  

usually  framed  as  effects  that  outweigh  the  presumed  efficacy  of  the  attacks.    

Few,  however,  have  actually  studied  the  relationship  between  the  drone  

campaign  and  al  Qaeda  lethality  in  any  specific  detail.  Political,  legal,  and  ethical  

issues  have  been  extensively  explored,  but  the  drones’  ability  to  undermine  al  Qaeda  

lethality  is  normally  assumed  rather  than  analyzed.1    

This  thesis  is  intended  to  provide  such  an  analysis.  In  particular,  I  will  use  

data  from  the  RAND  Corporation  Database  of  Worldwide  Terrorism  Incidents  and  

the  New  America  Foundation’s  drone  strike  data  set  to  compare  the  frequency  of  

drone  strikes  with  the  number  of  kills  per  year  resulting  from  al  Qaeda’s  

international  terrorist  operations.    By  comparing  the  number  of  kills  resulting  from  

al  Qaeda  terrorist  operations  with  the  number  of  American  drone  strikes  targeting  

al  Qaeda’s  core  in  the  Pakistani  FATA,  I  assess  whether  or  not  there  is  a  causal  

relationship  between  drone  strikes  and  a  drop  in  al  Qaeda’s  lethality.  

The  results  of  this  analysis  show  that  drones  were  not  responsible  for  

causing  a  decline  in  fatalities  resulting  from  al  Qaeda’s  operations.    Kills  by  al  Qaeda                                                                                                                  1  There  are  some  exceptions.    For  example,  see:  Jordan,  Jenna.  "When  Heads  Roll:    Assessing  the  Effectiveness  of  Leadership  Decapitation."  Security  Studies  18,  no.  4  (2009):  719-­‐55.  http://cpost.uchicago.edu/pdf/Jordan.pdf.    Jordan  evaluates  the  effectiveness  of  decapitation  as  a  general  strategy,  not  just  by  drones  against  Al  Qaeda,  and  concludes  that  decapitation  can  be  effective  but  does  not  work  in  all  circumstances.    Alternatively,  see:  Rollins,  John.  Al  Qaeda  and  Affiliates:  Historical  Perspective,  Global  Presence,  and  Implications  for  U.S.  Policy.  Report.  January  25,  2011.  http://www.fas.org/sgp/crs/terror/R41070.pdf.  Rollins  notes  that  although  drones  may  have  been  “disruptions”  (p.13)  to  al  Qaeda  in  Pakistan,  al  Qaeda  may  be  resurgent  and  resilient  even  despite  the  deaths  of  some  of  its  leaders.      

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peak  in  2001,  then  begin  to  fall  sharply.    However,  drones  were  not  used  to  directly  

attack  al  Qaeda  until  2005.    Since  al  Qaeda  started  to  become  less  lethal  after  2001,  

this  analysis  shows  that  drones  were  not  responsible  for  this  decline  because  it  was  

already  happening  before  drones  were  employed.    This  suggests  that  the  literature  

on  the  subject  has  been  based  on  inaccurate  assumptions  regarding  drones’  

effectiveness  with  respect  to  al  Qaeda.  

I  present  the  analysis  in  five  steps.    First,  I  will  review  the  literature  and  

debate  on  the  subject,  summarizing  relevant  arguments  from  supporters  and  critics  

and  demonstrating  that  writers  on  all  sides  of  the  debate  do  make  the  assumption  

that  drones  have  indeed  been  effective  against  al  Qaeda.    Second,  I  will  discuss  the  

existing  data  sets  that  are  relevant  to  this  debate,  and  explain  why  I  chose  the  RAND  

Corporation  Database  of  World  Terrorism  Incidents  for  data  on  al  Qaeda’s  

international  terrorism  operations  and  the  New  America  Foundation’s  data  on  

American  drone  strikes  targeting  al  Qaeda  over  other  similar  data  sets.    Third,  I  will  

identify  the  trends  in  the  data,  comparing  al  Qaeda’s  kills  per  year  to  drone  strikes  

per  year  targeting  al  Qaeda  over  the  same  period.    Fourth,  I  will  analyze  what  these  

trends  show  regarding  drones’  effectiveness  against  al  Qaeda,  showing  that  al  

Qaeda’s  lethality  was  declining  before  drones  could  have  caused  it.    Finally,  I  will  

discuss  the  implications  that  this  finding  has  with  respect  to  the  debate  on  American  

drone  policy.    

 

 

 

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Chapter  Two:  The  Debate  About  Drones  

  In  the  past  few  months,  drones  have  come  to  the  forefront  of  American  

foreign  policy  conversations.    Recently,  concerns  voiced  during  Sen.  Rand  Paul’s  

filibuster  at  the  confirmation  hearing  of  new  CIA  director  John  Brennan  have  

sparked  debate  about  the  nature  and  procedure  of  drone  use.    Top  officials  in  the  

Obama  administration,  including  Defense  Secretary  Leon  Panetta  and  even  

President  Obama  himself,  have  stated  publicly  that  al  Qaeda’s  leadership  has  been  

“decimated.”2    Obama’s  reluctance  to  explicitly  acknowledge  drone  use  despite  his  

indirect  praise  of  drone  policy  is  typical  among  American  politicians’  remarks  on  the  

subject.    According  to  a  study  on  media  coverage  of  the  drone  campaign,  political  

figures  tend  to  play  up  successful  killings  of  terrorist  leaders  while  keeping  most  

drone  information  secret  because  of  security  concerns.3      Panetta,  however,  has  

gone  so  far  as  to  refer  to  drone  strikes  as  “the  only  game  in  town  in  terms  of  

confronting  or  trying  to  disrupt  the  al  Qaeda  leadership,”  characterizing  drones  as  

“very  effective”  against  terrorist  leaders  in  Pakistan.4    

 

 

                                                                                                               2  Brannen,  Kate.  "Leon  Panetta:  Al  Qaeda’s  Leadership  ‘decimated’."  Politico.  November  21,  12.  http://www.politico.com/news/stories/1112/84131.html;  Obama:  "Al  Qaeda  Has  Been  Decimated"  YouTube.  November  01,  2012.  http://www.youtube.com/watch?v=GQjztrnJzCM.  Note  especially  that  Panetta’s  comments  include  Atiyah  Abd  Al-­‐Rahman  among  the  al  Qaeda  leaders  killed  by  drone  strikes.  3  McKelvey,  Tara.  "Media  Coverage  of  the  Drone  Program."  Harvard  Kennedy  School  Joan  Shorenstein  Center.  February  2013.  http://shorensteincenter.org/wp-­‐content/uploads/2013/02/D-­‐77-­‐McKelvey.pdf,  p.  14  4  Benson,  Pam.  "U.S.  Airstrikes  in  Pakistan  Called  'Very  Effective'"  CNN.  May  18,  2009.  http://www.cnn.com/2009/POLITICS/05/18/cia.pakistan.airstrikes.  

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Arguments  for  Drone  Use  

Drones  can  provide  significant  advantages  over  conventional  platforms  in  

some  respects.    For  instance,  drones  are  able  to  “loiter  over  their  targets  at  slow  

speeds,”  allowing  drones  to  gather  better  surveillance  information  and  wait  for  

hours  for  targets  of  opportunity  to  appear.  5    Further,  instead  of  putting  American  

troops  in  clear  and  present  danger,  drones  allow  Americans  to  remotely  attack  

targets  of  interest  while  mitigating  the  risks  of  conventional  combat.    If  a  drone  is  

shot  down,  no  American  is  at  risk  of  losing  his  life.    Even  the  2010  report  to  the  

United  Nations  Human  Rights  council  submitted  by  Phillip  Alston,  UN  Special  

Rapporteur  on  extrajudicial,  summary,  or  arbitrary  executions,  acknowledges  the  

advantages  of  drone  use  in  wartime,  citing  foremost  the  avoidance  of  “risk  to  a  

State’s  forces.”6      

This  helps  make  drone  use  a  domestically  popular  policy7.    While  the  

American  government  has  been  tight-­‐lipped  about  its  use  of  drones  as  part  of  its  

global  war  on  terror,  the  majority  of  Americans  agree  with  its  drone  strategy.    

                                                                                                               5  Williams,  Brian  Glyn.  "The  CIA's  Covert  Predator  Drone  War  in  Pakistan,  2004–2010:  The  History  of  an  Assassination  Campaign."  Taylor  &  Francis  Online  33,  no.  10  (2010):  871-­‐92.  doi:10.1080/1057610X.2010.508483,  p.  872  6  Alston,  Philip.  Report  of  the  Special  Rapporteur  on  Extrajudicial,  Summary  or  Arbitrary  Executions,  Philip  Alston:  Study  on  Targeted  Killings.  Report.  May  28,  2010.  http://www2.ohchr.org/english/bodies/hrcouncil/docs/14session/A.HRC.14.24.Add6.pdf,  p.  24  7  Wilson,  Scott,  and  Jon  Cohen.  "Poll  Finds  Broad  Support  for  Obama’s  Counterterrorism  Policies."  Washington  Post.  February  09,  2012.  http://www.washingtonpost.com/politics/poll-­‐finds-­‐broad-­‐support-­‐for-­‐obamas-­‐counterterrorism-­‐policies/2012/02/07/gIQAFrSEyQ_story.html.  

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According  to  a  2013  Pew  research  study,  56%  of  Americans  approved  of  drone  use  

against  international  targets  while  only  26%  disapproved.8      

Additionally,  despite  criticism  of  how  many  civilians  are  killed  via  drone  

strikes,  some  argue  that  drones  still  cause  less  collateral  damage  than  other  

weapons  that  have  been  used  in  bombing  campaigns.9    Micah  Zenko  at  the  Council  

on  Foreign  Relations  compares  drone  strikes  with  the  1998  bombing  campaign  

targeting  Osama  bin  Laden,  noting  that  in  1998  cruise  missiles  were  fired  “based  on  

predictions  of  [bin  Laden]  would  be  in  four  to  six  hours.”10  In  contrast,  missiles  fired  

by  drones  allow  a  much  more  versatile  response.11    Drones  fire  missiles  “faster  than  

the  speed  of  sound,  striking  a  target…often  before  it  is  heard  by  the  people  on  the  

ground.”12    This  means  that  drone  strikes  have  the  potential  to  be  much  more  

accurate  than  conventional  bombing  strategies.  

Furthermore,  drones  are  cheaper  than  their  conventional  counterparts.    

According  to  an  American  Security  Project  cost  analysis,  “drones  are  generally  

slightly  cheaper  to  both  acquire  and  operate  than  conventional  fighter  jets.”13  For  

example,  an  MQ-­‐9  Reaper  drone  has  an  Average  Procurement  Unit  Cost  (APUC)  per  

                                                                                                               8  "Continued  Support  for  U.S.  Drone  Strikes."  Pew  Research  Center  for  the  People  and  the  Press.  February  11,  2013.  http://www.people-­‐press.org/2013/02/11/continued-­‐support-­‐for-­‐u-­‐s-­‐drone-­‐strikes/.  9  Zenko,  Micah.  "Reforming  U.S.  Drone  Strike  Policies."  Council  on  Foreign  Relations.  January  2013.  http://www.cfr.org/wars-­‐and-­‐warfare/reforming-­‐us-­‐drone-­‐strike-­‐policies/p29736,  p.  6  10  Ibid.  11  Ibid.  12  Ibid.  13  Boyle,  Ashley  S.,  and  Joshua  Foust.  "The  Strategic  Context  of  Lethal  Drones."  American  Security  Project.  August  16,  2012.  http://americansecurityproject.org/ASP%20Reports/Ref%200077%20-­‐%20The%20Strategic%20Context%20of%20Lethal%20Drones.pdf,  p.  6  

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unit  of  $25.93  million,  and  an  Operations  and  Support  average  annual  cost  per  unit  

of  $2.988  million.14    Despite  a  higher  mishap  rate,  the  Reaper  is  less  expensive  than,  

for  instance,  an  F-­‐22  fighter,  which  carries  an  APUC  of  $185.73  million  along  with  an  

Operations  and  Support  cost  of  $11.255  million  each  year.15      Drones  are  much  

cheaper  than  ground  forces  as  well:  according  to  an  article  by  David  Francis  of  The  

Fiscal  Times,  “the  60,000  American  troops  in  Afghanistan  cost  the  Pentagon  $51  

billion  last  year,”  while  “over  the  next  decade,  the  Pentagon  only  plans  to  spend  $40  

billion  on  unclassified  drones.”16  

 

Arguments  Against  Drone  Use  

  According  to  drone  opponents,  however,  the  associated  drawbacks  outweigh  

these  benefits.    For  instance,  some  have  criticized  the  drone  campaign  on  the  

grounds  that  it  violates  human  rights  concerns,  emphasizing  collateral  impact  on  

Pakistani  civilians.    The  Living  Under  Drones  report,  the  result  of  a  collaborative  

effort  between  the  law  schools  of  Stanford  University  and  New  York  University,  

specifically  notes  that  the  public  debate  about  drones  has  failed  to  give  adequate  

weight  to  the  voices  of  civilians  living  in  impacted  areas.17    This  exhaustive  report  

raises  many  objections  to  the  drone  war  based  on  its  negative  impact  on  Pakistani                                                                                                                  14  Ibid.    15  Ibid.    16  Francis,  David.  "Death  by  Drones:  Are  They  Worth  the  Cost?"  The  Fiscal  Times.  February  07,  2013.  http://www.thefiscaltimes.com/Articles/2013/02/07/Death-­‐by-­‐Drones-­‐Are-­‐They-­‐Worth-­‐the-­‐Cost.aspx.  17  International  Human  Rights  and  Conflict  Resolution  Clinic,  Stanford  Law  School,  and  NYU  School  of  Law  Global  Justice  Clinic.  "Living  Under  Drones:  Death,  Injury,  and  Trauma  to  Civilians  From  US  Drone  Practices  in  Pakistan.  Livingunderdrones.org.  September  2012.  http://www.livingunderdrones.org/wp-­‐content/uploads/2012/10/Stanford-­‐NYU-­‐LIVING-­‐UNDER-­‐DRONES.pdf,  p.5.  

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civilian  communities,  and  the  authors’  anonymous  interviews  with  Waziris  who  live  

with  the  consequences  of  drone  strikes  are  shocking.18      

Building  on  these  criticisms,  many  authors  have  suggested  that  drone  strikes  

cause  an  unacceptable  level  of  blowback,  defined  by  Hudson,  Owens,  and  Flannes  at  

the  MEPC  as  “the  unintended  consequences  of  policies  not  subjected  to  the  scrutiny  

of  the  American  public.”19    Their  report  on  drone  use  cites  five  different  blowback  

reactions  associated  with  drone  strikes  in  Pakistan  which  are  independently  

detrimental  to  American  objectives:  retaliation,  creation  of  new  insurgents,  

complication  of  strategic  objectives,  destabilization  of  Pakistan,  and  the  

deterioration  of  the  U.S.  -­‐  Pakistani  relationship.20    An  article  by  Aliya  Deri  at  

Stanford  University  supports  this  conclusion,  arguing  that  drones  “can  actually  turn  

civilians  into  terrorists.”21    Even  General  Stanley  McChrystal,  despite  overseeing  the  

development  and  deployment  of  the  first  American  combat  drones,  cautions  that  

their  overuse  can  create  mistrust  between  governments  and  between  peoples.22      

                                                                                                               18  Ibid.,  p.  55-­‐101.  19  Hudson,  Leila,  Colin  Owens,  and  Matt  Flannes.  "Drone  Warfare:  Blowback  from  the  New  American  Way  of  War."  Middle  East  Policy  Council.  2013.  http://www.mepc.org/journal/middle-­‐east-­‐policy-­‐archives/drone-­‐warfare-­‐blowback-­‐new-­‐american-­‐way-­‐war,  p.  1  20  Ibid.    21  Deri,  Aliya  Robin.  ""Costless"  War:  American  and  Pakistani  Reactions  to  the  U.S.  Drone  War."  Intersect  5  (May  23,  2012).  http://ojs.stanford.edu/ojs/index.php/intersect/article/view/367/167,  p.  12  22  Alexander,  David.  "Retired  General  Cautions  against  Overuse  of  "hated"  Drones."  Reuters.  January  07,  2013.  http://www.reuters.com/article/2013/01/07/us-­‐usa-­‐afghanistan-­‐mcchrystal-­‐idUSBRE90608O20130107.  

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According  to  McChrystal,  Pakistani  civilians  hate  drones  “on  a  visceral  level.”23    This  

argument  is  supported  by  a  Pew  Research  Center  project  done  in  2011,  which  

shows  that  Pakistani  civilians  are  overwhelmingly  opposed  to  drone  attacks.24      

Taking  a  broader  view,  a  report  written  by  Imtiaz  Ali  for  the  Institute  for  

Social  Policy  and  Understanding  asserts  that  drone  strikes  negatively  affect  U.S.  –  

Pakistani  relations  on  the  grounds  that  they  violate  Pakistani  sovereignty.25    Ali  does  

note  that  opinions  are  mixed  –  some  Pakistani  civil  society  organizations  have  

supported  these  strikes,  and  furthermore  Pakistani  leaders  have  requested  an  

increase  in  drone  strikes  in  the  past.26    

Because  Pakistan’s  FATA,  where  American  drone  strikes  are  concentrated,  

has  “never  been  fully  integrated  into  Pakistan's  administrative,  economic  or  judicial  

system,”  some  critics  argue  that  media  sources  prioritize  reports  about  drones  and  

overlook  more  important  problems  facing  Pakistan.  27    A  team  of  researchers  from  

Iqra  University  (Hameed,  Soomro,  and  Kaimkhani)  has  argued  that  public  attention  

to  the  drone  war  drowns  out  real  concerns  about  Pakistan’s  economic  woes.28    This  

                                                                                                               23  Ibid.  24  "U.S.  Image  in  Pakistan  Falls  No  Further  Following  Bin  Laden  Killing."  Pew  Global  Attitudes  Project.  June  21,  2011.  http://www.pewglobal.org/2011/06/21/chapter-­‐3-­‐death-­‐of-­‐bin-­‐laden-­‐and-­‐the-­‐battle-­‐against-­‐extremists/.    25  Ali,  Imtiaz.  United  States/Pakistan  Relations:  Facing  a  Critical  Juncture.  Report.  May  2012.  http://www.ispu.org/pdfs/Imtiaz%20Ali%20Report%20final.pdf,  p.  14-­‐15  26  Ibid.  27  "UN  Denounces  US  Drone  Use  in  Pakistan."  Al  Jazeera.  March  15,  2013.  http://www.aljazeera.com/news/asia/2013/03/201331523115707202.html.  28  Hameed,  Irfan,  Yasir  Soomro,  and  Sana  Kaimkhani.  "Drones  Further  Drowning  Down  Real  Issues  from  Pakistan  Economy  and  Business  Sector."  European  Journal  of  Scientific  Research  87,  no.  3  (September  15,  2012).  http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2170519.  

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paper  argues  that  by  paying  too  much  attention  to  simply  the  drones,  international  

media  outlets  fail  to  address  other  main  issues  facing  the  Pakistani  economy.      

The  Living  Under  Drones  report,  along  with  other  works  including  a  2009  

piece  that  appeared  in  the  New  Yorker,  additionally  mentions  that  drone  strikes  

may  violate  international  laws  of  war.29  Among  other  criticisms,  the  report  argues  

that  the  American  government  has  failed  to  meet  transparency  standards,  

specifically  by  failing  to  submit  a  report  to  the  UN  Security  Council.30    According  to  

the  authors,  this  constitutes  a  violation  of  international  law.31    Alston’s  report  to  the  

UN  Human  Rights  Council,  which  included  a  look  into  the  international  legality  of  

drone  strikes,  reaches  a  similar  conclusion.    Alston  indirectly  characterizes  the  

American  drone  campaign  against  al  Qaeda  as  problematic,  citing  concerns  about  

drone  strikes  and  “the  context  of  armed  combat.”32    The  fact  that  drone  strikes  in  

Pakistan  have  been  “planned  and  executed”  by  the  CIA  instead  of  a  branch  of  the  

military  complicates  the  situation:  these  intelligence  officers  stretch  the  definition  of  

“unlawful  combatant”  by  attacking  enemy  soldiers  without  being  in  combat  

themselves.33  

                                                                                                               29  See  Stanford  Law  School  and  NYU  School  of  Law,  “Living  Under  Drones”,  especially  p.  110-­‐111;  and  Mayer,  Jane.  "The  Predator  War."  Editorial.  The  New  Yorker,  October  26,  2009.  http://www.newyorker.com/reporting/2009/10/26/091026fa_fact_mayer.  30  Stanford  Law  School  and  NYU  School  of  Law,  “Living  Under  Drones”  31  Ibid.    32  Alston,  Philip.    “Study  on  Targeted  Killings,”  p.  25  33  Gregory,  Derek.  "The  Everywhere  War."  The  Geographical  Journal  177,  no.  3  (September  2011):  238-­‐250.  doi:10.1111/j.1475-­‐4959.2011.00426.x,  p.  241  

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  Lack  of  transparency  has  been  another  important  criticism  of  drone  use.34    

Alston  notes:  “transparency  is  required  by  both  IHL  and  human  rights  law.    A  lack  of  

disclosure  gives  States  a  virtual  and  impermissible  license  to  kill.”35    Transparency  

and  accountability  are  domestic  concerns  as  well.36    Despite  the  assertion  that  

“targeting  even  low-­‐level  operatives  can  make  a  contribution  to  the  U.S.  war  effort  

against  Al-­‐Qaeda,”37  national  security  specialist  Gregory  McNeal  argues  that  the  

bureaucracy  associated  with  drone  strike  decision-­‐making  renders  analysis  of  the  

accountability  for  these  decisions  “inherently  complex  and  opaque.”38    He  cites  

domestic  apathy  for  foreign  policy  issues  as  a  detriment  to  accountability,  

exacerbating  this  problem.39    Echoing  similar  concerns,  University  of  Illinois  law  

professors  Radsan  and  Murphy  cite  drones’  “ever-­‐increasing  power”40  as  a  factor  

that  necessitates  more  open,  transparent  procedures  to  ensure  the  legality  and  

sustainability  of  current  and  future  drone  warfare.41  

 

 

                                                                                                               34  Alston,  Philip.    “Study  on  Targeted  Killings,”  p.  25  35  Ibid.,  p.  26  36  Alston,  Philip.  "The  CIA  and  Targeted  Killings  Beyond  Borders."  Harvard  National  Security  Journal,  Forthcoming.  (September  18,  2011).  http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1928963.  37  McNeal,  Gregory  S.  "Kill-­‐Lists  and  Accountability."  Georgetown  Law  Journal,  Forthcoming.  Accessed  March  5,  2013.  http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1819583,  p.40  38  Ibid.,  p.  41-­‐43  39  Ibid.,  p.  105  40  Radsan,  AJ,  and  Richard  Murphy.  "Measure  Twice,  Shoot  Once:  Higher  Care  for  CIA-­‐Targeted  Killing."  University  of  Illinois  Law  Review  2011,  no.  4  (August  1,  2011):  1204.  http://illinoislawreview.org/wp-­‐content/ilr-­‐content/articles/2011/4/Murphy.pdf.  41  Ibid.,  p.  1207  

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Assumptions  in  the  Debate  About  Drones  

Drone  strikes  have  killed  important  and  senior  al  Qaeda  leaders  including  

Ilyas  Kashmiri,  leader  of  the  Harkat-­‐ul-­‐Jihad-­‐al-­‐Islami  fundamentalist  movement;  

Abu-­‐Zaid  al  Kuwaiti,  al  Qaeda’s  second-­‐in-­‐command  before  his  death;  Atiyah  Abd-­‐al  

Rahman,  top  al  Qaeda  leader  and  purported  al  Qaeda  number  two;  and  Anwar  al-­‐

Awlaki,  the  radical  imam,  al  Qaeda  recruiter,  and  social  media  propagandist  who  

controversially  became  the  first  American  citizen  killed  in  an  authorized  targeted  

killing.42  High-­‐profile  kills  like  these  are  feathers  in  the  hat  of  the  drone  program.    In  

the  words  of  Jenna  Jordan,  who  has  done  excellent  work  in  the  study  of  decapitation  

strategy,    “optimism  towards  the  success  of  decapitation  is  based  primarily  on  

                                                                                                               42  Khan,  Ismail.  "U.S.  Drone  Strike  Kills  a  Commander  for  Al  Qaeda  in  Pakistan."  The  New  York  Times,  December  9,  2012.  http://www.nytimes.com/2012/12/10/world/asia/us-­‐drone-­‐strike-­‐kills-­‐a-­‐senior-­‐al-­‐qaeda-­‐commander.html?ref=asia&_r=2&;  Windrem,  Robert.  "Senior  Al-­‐Qaida  Leader  Killed  in  Drone  Strike  in  Pakistan,  Jihadis,  US  Officials  Say."  NBC  News.  December  7,  2012.;  http://openchannel.nbcnews.com/_news/2012/12/07/15760065-­‐senior-­‐al-­‐qaida-­‐leader-­‐killed-­‐in-­‐drone-­‐strike-­‐in-­‐pakistan-­‐jihadis-­‐us-­‐officials-­‐say?lite.;  "Al  Qaeda's  Second  in  Command  Killed  during  Drone  Strike  on  House  in  Pakistan's  Tribal  Region."  Daily  Mail.  December  9,  2012.  http://www.dailymail.co.uk/news/article-­‐2245516/Abu-­‐Zaid-­‐al-­‐Kuwaiti-­‐Al-­‐Qaedas-­‐second-­‐command-­‐killed-­‐drone-­‐strike-­‐house-­‐Pakistan.html.;  Mazzetti,  Mark.  "C.I.A.  Drone  Is  Said  to  Kill  Qaeda's  No.  2."  The  New  York  Times.  August  28,  2011.  http://www.nytimes.com/2011/08/28/world/asia/28qaeda.html?_r=0.;  Ross,  Brian,  and  Lee  Ferran.  "How  Anwar  Al-­‐Awlaki  Inspired  Terror  From  Across  the  Globe."  ABC  News.  September  30,  2011.  http://abcnews.go.com/Blotter/anwar-­‐al-­‐awlaki-­‐inspired-­‐terror/story?id=14643383.  For  a  more  exhaustive  list  of  high-­‐level  al  Qaeda  and  TTP  leaders  killed  by  drones,  see:  Roggio,  Bill,  and  Alexander  Mayer.  "Senior  Al  Qaeda  and  Taliban  Leaders  Killed  in  US  Airstrikes  in  Pakistan,  2004  -­‐  2013."  The  Long  War  Journal.  January  3,  2013.  http://www.longwarjournal.org/pakistan-­‐strikes-­‐hvts.php.  

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theories  of  charismatic  leadership.”43    Since  members  of  terrorist  groups  form  tight  

social  circles  around  top  members  like  these  who  perform  vital  organizational  

planning,  it  is  widely  assumed  that  eliminating  these  leaders  will  significantly  

reduce  their  groups’  effectiveness.      

Given  these  successful  drone  strikes,  it  seems  logical  to  assume  that  drones  

are  working  effectively  as  part  of  a  decapitation  strategy,  and  that  al  Qaeda’s  

operations  have  suffered  accordingly  as  a  result.  In  fact,  many  people  make  exactly  

this  assumption.    For  example,  in  a  2011  evaluation  of  drones’  accuracy,  University  

of  Massachusetts  authors  Plaw,  Fricker  and  Williams  assume  that  killing  al  Qaeda’s  

leaders  constitutes  a  “tactical  success”  and  devote  the  majority  of  their  analysis  to  

whether  the  costs  of  drone  use  have  been  correctly  assessed.44    Though  he  reaches  a  

different  conclusion  about  these  costs,  Zenko  also  argues  that  the  United  States’  

drone  campaign  has  “significantly  degraded  the  capability  of  al-­‐Qaeda  to  plan  or  

conduct  acts  of  international  terrorism.”45  

This  assumption  is  typical  of  the  literature:  instead  of  questioning  whether  or  

not  drones  are  effective  against  al  Qaeda,  most  criticism  of  American  drone  policy  

acknowledges  drone  use’s  benefits,  and  makes  a  judgment  about  drone  strategy  

based  on  weighing  these  benefits  against  a  variety  of  different  costs.    Critics  address  

                                                                                                               43  Jordan,  Jenna.  "When  Heads  Roll:  Assessing  the  Effectiveness  of  Leadership  Decapitation."  Security  Studies  18,  no.  4  (2009):  722.  http://cpost.uchicago.edu/pdf/Jordan.pdf.  44  Plaw,  Avery,  Matthew  S.  Fricker,  and  Brian  Glyn  Williams.  "Practice  Makes  Perfect?:  The  Changing  Civilian  Toll  of  CIA  Drone  Strikes  in  Pakistan  |  Plaw  |  Perspectives  on  Terrorism."  Perspectives  On  Terrorism  5,  no.  5-­‐6  (2011):  51-­‐69.  http://terrorismanalysts.com/pt/index.php/pot/article/view/practice-­‐makes-­‐perfect/336,  p.  65.  45  Zenko,  Micah.  “Reforming  U.S.  Drone  Strike  Policies,”  p.10  

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the  drone  war  through  the  lens  of  moral  questionability,  blowback,  human  rights,  or  

public  opinion,  while  portraying  drones  as  highly  lethal,  highly  advanced  killing  

machines.46    For  example,  despite  citing  concerns  about  transparency  and  

accountability,  McNeal  notes  that  drones  are  capable  of  killing  with  “amazing  

efficiency.”47    There  exists  a  wide  range  of  criticism  of  drone  policy,  but  drones’  

benefits,  and  particularly  their  effectiveness  against  terrorist  groups,  are  seldom  

questioned.48    It  is  easy  to  assume  that  drones  are  indeed  as  effective  at  killing  

terrorists  as  they  are  advanced,  but  in  the  case  of  the  drone  campaign  against  al  

Qaeda,  this  is  actually  an  oversimplification  that  requires  further  review.    The  

effectiveness  of  decapitation  campaigns  in  general  remains  unclear:  decapitation  as  

a  broader  strategy  has  been  characterized  as  counterproductive,  useful,  and  

everything  in  between.49    But  in  order  to  assess  the  usefulness  of  drones  in  the  

                                                                                                               46  For  a  few  examples,  see  Plaw,  Fricker  and  Williams  “Practice  Makes  Perfect.”  p.  56;  Kaag,  John,  and  Sarah  Kreps.  "The  Moral  Hazard  of  Drones."  The  New  York  Times.  July  22,  2012.  http://opinionator.blogs.nytimes.com/2012/07/22/the-­‐moral-­‐hazard-­‐of-­‐drones/.;  Mayer,  Jane.  "The  Predator  War."  47  McNeal,  Gregory  S.  "Kill-­‐Lists  and  Accountability,"  p.  4  48  Again,  exceptions  exist.    See:  Bergen,  Peter,  and  Katherine  Tiedemann.  "The  Year  of  the  Drone."  New  America  Foundation.  February  24,  2010.  http://counterterrorism.newamerica.net/sites/newamerica.net/files/policydocs/bergentiedemann2.pdf.  p.  4-­‐5;  Zenko,  Micah.  "Killing  Isn't  Cool."  Foreign  Policy.  February  12,  2013.  http://www.foreignpolicy.com/articles/2013/02/12/killing_isn_t_cool?page=0,0.    The  latter  is  especially  interesting  because  it  includes  criticism  of  the  drone  campaign  from  American  officials  inside  the  Pentagon.    This  criticism  is  mostly  based  on  the  argument  that  too  much  reliance  on  drone  use  can  lead  to  the  neglect  of  other  important  methods  to  achieve  strategic  objectives.  49  Jordan,  Jenna.  "When  Heads  Roll:  Assessing  the  Effectiveness  of  Leadership  Decapitation."  P.723;  Johnston  and  Sarbahi.  "The  Impact  of  US  Drone  Strikes  on  Terrorism  in  Pakistan  and  Afghanistan.”;  Price,  Bryan  C.  "Targeting  Top  Terrorists:  How  Leadership  Decapitation  Contributes  to  Counterterrorism."  International  Security  4,  no.  36  (2012):  9-­‐46.    

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specific  decapitation  campaign  against  al  Qaeda,  this  paper  will  examine  the  

correlation  between  American  drone  strikes  targeting  al  Qaeda  and  kills  from  al  

Qaeda  operations  to  evaluate  the  impact  of  the  American  drone  campaign  on  al  

Qaeda’s  effectiveness.      

 

Chapter  Three:  Data  

  The  objective  of  this  study  is  to  evaluate  the  relationship  between  drone  

strikes  on  al  Qaeda  and  the  effectiveness  of  al  Qaeda’s  international  terrorist  

operations.    Two  types  of  data  are  thus  required:  information  on  drone  attacks,  and  

information  on  al  Qaeda  lethality.  With  respect  to  drone  attacks,  I  require  data  on  

when  the  attacks  happened,  and  who  each  attack  targeted.,  With  respect  to  al  

Qaeda’s  effectiveness,  I  require  data  on  al  Qaeda  attacks  conducted,  when  they  were  

conducted,  how  deadly  they  were,  and  who  their  target  was.      

For  the  purposes  of  this  study,  terrorist  “effectiveness”  has  been  quantified  

as  the  number  of  kills  resulting  from  al  Qaeda’s  international  terrorist  operations  

each  year.    This  definition  intentionally  omits  other  aspects  of  al  Qaeda  operations,  

such  as  aiding  and  advising  the  TTP,  because  al  Qaeda’s  support  of  regional  terrorist  

groups  is  less  relevant  to  the  global  war  on  terror  than  international  terrorist  

operations.  

 

 

                                                                                                                                                                                                                                                                                                                                         (continued):  http://belfercenter.ksg.harvard.edu/publication/21915/targeting_top_terrorists.html.  

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Al  Qaeda  International  Terrorism  Data  

Both  the  RAND  Corporation  and  the  National  Consortium  for  the  Study  of  

Terrorism  and  Responses  to  Terrorism  (START)  at  the  University  of  Maryland  

maintain  excellent  data  on  the  frequency  and  lethality  of  terrorist  attacks.50  

However,  the  RAND  data  set  pertains  more  directly  to  this  study  because  it  contains  

more  relevant  information  about  the  nature  of  each  attack.    For  each  individual  

operation,  the  database  includes  information  on  the  date  of  the  attack,  the  date  that  

sources  about  the  attack  were  published,  whether  the  attack  was  domestic  or  

international,  whether  it  was  a  suicide  mission,  what  group  was  responsible,  the  

attack’s  tactics  and  weapons,  and  the  target.    Furthermore,  each  attack  is  

accompanied  by  a  detailed  description  of  what  happened.    

The  data  used  in  this  study  all  pertain  to  attacks  on  Western  targets.    For  the  

most  part,  this  means  attacks  on  American  civilians,  but  the  data  also  include  attacks  

on  Westernized  institutions  and  corporations.  For  instance,  the  data  count  the  

fatalities  that  resulted  from  attacks  like  the  2003  bombing  of  a  Marriott  hotel  in  

Jakarta  and  the  2004  attack  on  the  American  consulate  in  Jeddah  because  these  

attacks  were  targeted  at  Western  civilians.  Based  on  this  information,  the  RAND  

database  provides  better  access  to  information  about  which  terrorist  operations  

threaten  Americans’  safety.      

                                                                                                               50  "Global  Terrorism  Database."  National  Consortium  for  the  Study  of  Terrorism  and  Responses  to  Terrorism,  University  of  Maryland.  Accessed  March  2,  2013.  http://www.start.umd.edu/gtd/.  ;  "RAND  Database  of  Worldwide  Terrorism  Incidents."  RAND  National  Defense  Research  Institute.  March  2,  2012.  http://www.rand.org/nsrd/projects/terrorism-­‐incidents.html.  

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  Note  that  al  Qaeda  operations  that  are  not  targeted  at  Western  civilians  are  

not  included.    This  means  that  attacks  on  American  soldiers  are  excluded,  along  with  

attacks  on  Pakistani  government  officials.    As  a  result,  most  of  al  Qaeda’s  operations  

in  Iraq  are  not  included  in  the  data  because  they  are  part  of  an  insurgency,  as  

opposed  to  terrorism.    The  numbers  on  insurgency  attacks  might  be  relevant  to  a  

study  of  military  counterinsurgency,  but  they  are  not  relevant  to  the  drone  war  

because  drone  use  is  a  counterterrorist  tactic.      

 

American  Drone  Strike  Data  

  Moving  on  to  the  drone  campaign,  there  are  three  main  databases  that  

maintain  information  about  the  frequency,  accuracy  and  deadliness  of  drone  strikes.    

The  New  America  Foundation,  the  Bureau  of  Investigative  Journalism,  and  the  Long  

War  Journal  all  maintain  distinct  data  sets  that  are  based  on  government,  media,  and  

academic  sources.51    Some  criticism  has  been  aimed  at  the  credibility  and  reliability  

of  these  data  sets,52  but  the  vast  majority  of  this  criticism  is  based  on  the  

discrepancies  of  civilian  death  counts  between  the  three  data  sets.    These  

discrepancies  are  irrelevant  in  the  context  of  this  paper,  which  focuses  on  the  

frequency  of  drone  strikes  instead  of  their  kills  of  civilians.      

                                                                                                               51  "The  Year  of  the  Drone."  New  America  Foundation.  Accessed  March  2,  2013.  http://counterterrorism.newamerica.net/drones.;  "Covert  War  on  Terror  -­‐  the  Datasets."  The  Bureau  of  Investigative  Journalism.  Accessed  March  02,  2013.  http://www.thebureauinvestigates.com/category/projects/drone-­‐data/.;  Roggio,  Bill,  and  Alexander  Mayer.  "Charting  the  Data  for  US  Airstrikes  in  Pakistan,  2004  -­‐  2013."  The  Long  War  Journal.  April  17,  2013.  http://www.longwarjournal.org/pakistan-­‐strikes.php.  52  Stanford  Law  School  and  NYU  School  of  Law.  “Living  Under  Drones,”  p.  45-­‐54  

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The  number  of  drone  strikes  that  have  occurred  each  year,  unlike  the  

number  of  civilians  who  have  been  killed  by  drones,  has  not  been  widely  disputed.    

In  fact,  the  data  sets  report  very  similar  numbers  for  this  frequency,  as  illustrated  in  

Figure  One.    

 

 

 

The  three  data  sets  closely  follow  the  same  trend.    Because  all  three  data  sets  

tell  a  similar  story  in  terms  of  the  frequency  of  drone  strikes,  the  results  are  robust,  

and  hold  no  matter  which  drone  strike  data  set  is  used.    For  the  purposes  of  the  

0  

20  

40  

60  

80  

100  

120  

140  

2002   2004   2006   2008   2010   2012   2014  

Num

ber  of  Drone  Strikes  

Year    

Fig.  1:  Drone  Strike  Frequency      

Long  War  Journal    

Bureau  of  Investigative  Journalism  

New  America  Foundation  

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analysis  to  follow,  it  was  most  convenient  to  select  the  data  set  with  the  best  

information  about  targeting.    

The  Long  War  Journal’s  data  set  includes  information  about  where  each  

drone  strike  occurred  by  district,  how  many  civilians  died  in  each  strike,  how  many  

militants  died,  which  faction  each  strike  targeted,  and  how  many  leaders  of  each  

faction  were  killed.    While  these  details  may  be  important  to  other  analyses,  they  are  

not  relevant  to  this  study  because  they  do  not  consider  al  Qaeda  independent  of  the  

TTP  and  other  militant  factions.    As  a  result,  this  data  set  is  less  useful  for  this  

particular  study  despite  the  unique  details  it  offers.      

The  Bureau  of  Investigative  Journalism’s  data  set  offers  a  detailed  write-­‐up  of  

each  strike  based  on  information  compiled  from  various  news  sources.  While  this  

data  set  offers  the  most  detailed  analysis  of  each  individual  strike,  it  makes  

judgments  about  targeting  based  on  media  sources  that  may  conflict  with  each  

other.    Instead  of  labeling  a  strike’s  target  unclear  in  the  absence  of  information  on  

what  group  the  target  belonged  to,  this  data  set  references  information  about  the  

individuals  who  were  killed  in  the  strike.    Since  one  individual  may  be  affiliated  with  

multiple  terrorist  networks,  and  since  different  reports  may  attribute  different  

drone  strikes  to  different  targets,  use  of  the  Bureau  of  Investigative  Journalism’s  

data  without  in-­‐depth  research  into  each  unclear  strike  may  have  resulted  in  an  

overestimation  of  the  frequency  of  strikes  against  al  Qaeda.    While  this  data  set  

would  be  the  most  useful  for  a  detailed  analysis  of  individual  strikes,  this  study  aims  

to  examine  drone  policy  on  a  broader  level.      

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  The  New  America  Foundation  data  set  assigns  a  target  by  group  to  each  

strike.    This  may  seem  counterproductive  because  the  targets  of  many  strikes  are  

unclear  and  impossible  to  ascertain,  but  in  fact  this  system  makes  analysis  based  on  

strike  frequency  more  robust.    The  New  America  Foundation  data  counts  targets  as  

“unclear”  if  there  is  no  consensus  about  the  assumed  target  instead  of  noting  based  

on  conflicting  reports  that  al  Qaeda  or  another  group  may  have  been  the  real  target.    

But  even  under  the  assumption  that  none  of  the  “unclear”  strikes  targeted  al  Qaeda,  

the  results  of  my  analysis  turn  out  the  same  as  if  all  of  them  had.    The  New  America  

Foundation’s  data  set  is  the  most  useful  for  this  study  because  it  minimizes  the  

chance  that  the  amount  of  drone  strikes  targeting  al  Qaeda  could  be  overestimated.    

Since  the  trend  in  drone  strike  frequency  is  weakest  when  no  unclear  strikes  are  

assumed  to  target  al  Qaeda,  this  condition  has  been  assumed  for  the  purposes  of  the  

analysis.53      

These  data  do  not  take  into  account  other  al  Qaeda  activities  besides  terrorist  

attacks,  because  these  activities  are  not  likely  to  result  in  the  loss  of  American  

civilian  lives.    It  is  possible,  for  instance,  that  al  Qaeda’s  core  began  to  move  into  an  

advisory  role  with  respect  to  the  TTP  instead  of  directly  engaging  in  attacks  

themselves.    This,  however,  would  have  little  to  do  with  al  Qaeda’s  global  terrorism  

operations  and  therefore  has  little  relevance  to  the  safety  of  American  citizens.      

   

 

                                                                                                               53  See:  Bergen  and  Tiedemann,  “The  Year  of  the  Drone”  for  a  more  detailed  explanation  of  the  methodology  that  went  into  the  New  America  Foundation  data  set.      

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Analysis  

  Figure  Two  shows  the  total  number  of  drone  strikes  in  Pakistan  over  the  

years  2003  –  2012  against  the  number  of  drone  strikes  targeting  al  Qaeda  and  the  

number  of  drone  strikes  targeting  the  TTP.    

 

 

 

The  same  trend  emerges  regardless  of  whether  the  unclear  drone  strikes  are  

attributed  to  al  Qaeda  or  not.    Figure  Three  removes  the  information  on  total  

number  of  drone  strikes  and  number  of  drone  strikes  targeting  the  TTP,  zooming  in  

on  the  drone  strikes  that  targeted  al  Qaeda.    Note  that  the  first  drone  strike  targeting  

0  

20  

40  

60  

80  

100  

120  

140  

2003   2005   2007   2009   2011   2013  

Drone  Strikes  

Year  

Fig.  2:  Drone  Strikes  by  Target  

Total  Number  of  Drone  Strikes  

Drone  Strikes  Targeting  AQ  

Drone  Strikes  Targeting  TTP  

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al  Qaeda  occurs  in  2005.    In  2006  and  2007,  there  are  a  few  strikes,  then  in  2008  the  

frequency  of  drone  strikes  peaks  at  12  –  one  strike  per  month  –  before  beginning  to  

decline  in  2009.    Drone  strike  frequency  then  fluctuates  slightly  in  2010  to  2012.      

 

 

 

Figures  Four  and  Five  show  the  number  of  kills  by  al  Qaeda  attacks  over  the  

period  from  2001  to  2011.    Because  of  the  peak  in  2001,  which  is  much  higher  than  

any  other  value  from  this  period,  these  graphs  represent  the  same  data  in  two  

different  ways.    In  order  to  demonstrate  the  trend  in  al  Qaeda  kills,  Figure  Four  uses  

a  logarithmic  scale,  while  Figure  Five  uses  an  arithmetic  scale  that  simply  zooms  in  

0  

2  

4  

6  

8  

10  

12  

14  

16  

18  

20  

2003   2004   2005   2006   2007   2008   2009   2010   2011   2012   2013  

Drone  Strikes  Targeting  Al  Qaeda  

Year  

Fig.  3:  Drone  Strikes  Targeting  AQ  

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on  the  lower  y-­‐values  from  2002  to  2009.      Note  that  the  value  of  0  for  2009  cannot  

be  represented  on  a  logarithmic  scale,  so  it  does  not  appear  in  Figure  Four.      

 

 

 

1  

10  

100  

1000  

10000  

2000   2002   2004   2006   2008   2010  

Kills  by  Al  Qaeda  

Year  

Fig.  4:  Al  Qaeda  Kills  per  year  (log  scale)  

0  20  40  60  80  100  120  140  160  180  200  

2000   2002   2004   2006   2008   2010  

Kills  by  Al  Qaeda  

Year  

Fig.  5:  Al  Qaeda  Kills  per  year  (Arithmetic)  

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The  most  important  finding  in  these  two  figures  is  the  trend  downward  in  al  

Qaeda’s  lethality  since  2001,  when  al  Qaeda  killed  2,982  people.    After  this  peak,  

there  was  only  one  other  year  in  which  al  Qaeda  operations  killed  over  100  people.    

By  the  year  2004,  al  Qaeda’s  kill  count  drops  into  the  low  double  digits  and  does  not  

increase  again,  and  finally  in  2009  it  hits  zero.  

These  final  graphs  compare  drone  strike  activity  with  kills  by  al  Qaeda  

operations  from  the  period  between  2001  and  2011.    Figure  Six  depicts  both  series  

on  the  same  logarithmic  scale.    This  representation  avoids  arbitrary  assigning  of  

maximum  and  minimum  values,  which  can  move  the  crossover  point  of  the  graph.    

 

 

 

1  

10  

100  

1000  

10000  

2000   2002   2004   2006   2008   2010   2012   2014  

Kills  by  Al  Qaeda  

Year  

Fig.  6:  Drone  Strikes  on  AQ  and  Kills  by  AQ  (log  scale)  

Kills  by  AQ  

Drone  strikes  on  AQ  

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Since  no  zero  values  are  represented  on  this  logarithmic  scale,  however,  an  

arithmetic  scale  is  more  informative  with  respect  to  the  data’s  trends.    In  order  to  

avoid  confusion  regarding  the  crossover  point,  two  figures  using  arithmetic  scales  

have  been  represented  together.    The  following  figures  use  the  data  from  Figure  Six,  

but  are  split  up  and  represented  on  individual  y-­‐axes  using  the  same  time  series.    

Figure  Seven  shows  only  kills  by  al  Qaeda,  while  Figure  Eight  shows  only  drone  

strikes  against  al  Qaeda.      

 

 

0  

20  

40  

60  

80  

100  

120  

140  

160  

180  

200  

2000   2002   2004   2006   2008   2010   2012  

Kills  by  Al  Qaeda  

Year  

Fig.  7:  Kills  by  AQ  

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Chapter  Four:  Results  

These  graphs  show  that  no  causal  relationship  can  be  established  between  

drone  strikes  on  al  Qaeda  and  kills  by  al  Qaeda.    The  precipitous  drop  in  kills  by  al  

Qaeda’s  international  terrorist  operations  begins  after  the  attacks  of  September  

11th,  2001,  but  there  are  no  drone  strikes  at  all  on  al  Qaeda  until  2005.    

Furthermore,  strike  frequency  does  not  peak  until  2008,  well  after  al  Qaeda  kills  

have  dropped  to  the  low  double  digits.      

  Therefore,  the  data  clearly  demonstrate  that  the  drop  in  al  Qaeda’s  lethality  

was  not  caused  by  drone  strikes.    In  fact,  there  were  no  drone  strikes  at  all  when  al  

Qaeda’s  lethality  began  to  decline,  and  furthermore  drone  strikes  only  peaked  after  

al  Qaeda’s  kills  had  dropped  from  thousands  to  hundreds  to  single  digits.    These  

0  

5  

10  

15  

20  

25  

30  

35  

40  

45  

50  

2000   2002   2004   2006   2008   2010   2012   2014  

Kills  by  Al  Qaeda  

Year  

Fig.  8:  Drone  strikes  on  AQ  

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data  do  not  support  the  assumption  that  drone  strikes  on  al  Qaeda  had  a  significant  

effect  on  al  Qaeda’s  kill  count.    If  drone  strikes  had  indeed  made  an  impact  on  al  

Qaeda’s  effectiveness,  al  Qaeda’s  kills  would  not  begin  to  drop  until  after  drone  

strikes  began.    However,  since  drone  strikes  only  begin  in  earnest  after  the  number  

of  al  Qaeda’s  kills  has  nearly  stabilized  close  to  zero,  the  data  do  support  the  

conclusion  that  drone  strikes  had  nothing  to  do  with  the  decline  in  al  Qaeda’s  

effectiveness.      

  These  results  can  be  interpreted  in  a  few  meaningful  ways.    First,  and  most  

importantly,  the  graphs  support  the  idea  that  drone  strikes  are  actually  not  the  

cause  of  the  decline  in  al  Qaeda’s  lethality.    Al  Qaeda’s  kill  count  begins  dropping  

precipitously  in  2001-­‐2,  going  from  several  thousand  in  2001  to  several  hundred  in  

2002  to  several  dozen  in  2004  without  any  drone  strike  activity  at  all.    Drone  attacks  

could  not  have  caused  this  drop  in  al  Qaeda’s  effectiveness,  because  when  the  

decline  started,  and  for  a  few  years  thereafter,  there  were  no  drone  strikes  targeting  

al  Qaeda.    No  matter  how  the  “unclear”  strikes  are  explained,  drone  strikes  against  al  

Qaeda  do  not  begin  until  2005,  meaning  that  drones  could  not  have  caused  the  

beginning  of  the  decline  in  al  Qaeda’s  effectiveness.  

  With  that  said,  the  data  do  not  show  that  drones  are  inherently  ineffective  

against  al  Qaeda.    It  is  possible  that  if  drones  had  been  employed  earlier  they  may  

have  contributed  to  a  faster  decline  in  al  Qaeda’s  effectiveness.    This  analysis  does  

not  address  whether  drones  could  be  effective;  it  argues  only  that  drones  were  not  

the  cause  of  al  Qaeda’s  effectiveness  decline  since  2001,  because  the  latter  predates  

the  drone  campaign  and  thus  could  not  have  been  caused  by  it.    

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Chapter  Five:  Conclusions  

The  argument  that  drone  strikes  did  not  cause  the  drop  in  al  Qaeda’s  lethality  

should  influence  debate  on  the  subject  of  American  drone  policy.    These  findings  

make  no  direct  argument  about  whether  drones  should  be  employed  or  not,  but  

they  do  suggest  that  a  re-­‐examination  of  the  benefits  of  the  drone  campaign  could  be  

useful.    As  discussed  in  Chapter  Two,  most  drone  policy  studies  are  based  on  a  

comparison  of  the  costs  and  benefits  of  using  drones.    These  studies  assume  that  

drones  are  effective  and  focus  on  describing  the  costs  associated  with  using  drones,  

but  this  assumption  is  not  supported  by  these  data.    Analyses  of  drone  policy  that  

cite  drones’  impressive  efficiency  must  take  into  account  this  challenge  to  the  

assumption  that  drone  strikes  were  responsible  for  a  decline  in  al  Qaeda’s  lethality.  

Some  of  the  claims  made  in  the  articles  cited  above  are  challenged  by  these  

results.    While  drones  represent  an  undeniable  technological  advantage  for  the  

United  States,  the  data  do  not  support  the  notion  that  drone  use  has  significantly  

hindered  al  Qaeda’s  ability  to  carry  out  acts  of  international  terrorism.    Therefore,  

works  that  cite  drone  use  outright  as  a  strategy  that  made  an  important  impact  on  al  

Qaeda’s  international  terrorism  capabilities  considerably  overestimate  the  

effectiveness  of  the  American  drone  strategy.    Most  articles  do  not  explicitly  make  

this  claim,  focusing  instead  on  weighing  the  benefits  of  drone  strikes  that  accrue  to  

the  United  States  against  concerns  like  blowback,  international  legal  issues,  or  

public  opinion.    But  since  these  findings  support  no  positive  correlation  between  

increased  drone  use  and  a  decrease  in  al  Qaeda’s  lethality,  they  challenge  the  

argument  that  drones  have  been  useful  in  preventing  al  Qaeda’s  global  terrorism.  

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This  finding  does  not,  however,  constitute  in  itself    an  argument  against  the  

use  of  drones  in  other  places  or  other  times.    If  al  Qaeda’s  effectiveness  had  

remained  steady  when  drones  were  first  deployed,  perhaps  drone  use  could  have  

had  a  significant  impact  against  them.    It  may  be  that  drones  are  useful  to  the  United  

States  in  other  conflicts,  or  in  other  ways.    For  instance,  the  Pakistani  government  

may  be  requesting  help  from  the  United  States  via  the  employment  of  combat  

drones,  or  drones  may  be  useful  against  militants  in  other  areas  or  other  conflicts  

like  the  insurgency  in  Iraq.    These  findings  only  pertain  to  drones’  effectiveness  

against  al  Qaeda’s  core  in  Pakistan.    The  expansion  of  the  drone  war  to  other  

militant  groups  may  have  a  different  impact.    The  refocusing  of  drone  strikes  against  

the  TTP  in  particular  is  an  important  policy  topic  that  deserves  a  more  thorough  

examination.    

Alternatively,  drones  may  be  useful  from  a  diplomatic  perspective.    On  April  

11th,  2013,  former  president  Pervez  Musharraf  “acknowledged  his  government  

secretly  signed  off  on  U.S.  drone  strikes.”54    Despite  a  2008  cable  uncovered  by  

Wikileaks  in  which  Pakistani  General  Ashfaq  Kayani  asks  American  Admiral  William  

Fallon  for  “continuous  Predator  coverage  of  [Waziristan],”55  Musharraf’s  

                                                                                                               54  Robertson,  Nic,  and  Greg  Botelho.  "Ex-­‐Pakistani  President  Musharraf  Admits  Secret  Deal  with  U.S.  on  Drone  Strikes."  CNN.  April  12,  2013.  http://www.cnn.com/2013/04/11/world/asia/pakistan-­‐musharraf-­‐drones.  55  Allbritton,  Chris.  "Pakistan  Army  Chief  Sought  More  Drone  Coverage  in  '08:  Wikileaks."  Reuters.  May  20,  2011.  http://www.reuters.com/article/2011/05/20/us-­‐pakistan-­‐wikileaks-­‐idUSTRE74J3UV20110520.  

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announcement  was  “the  first  time  a  top  past  or  present  Pakistani  official  has  

admitted  publicly  to  such  a  deal.”56    

In  conclusion,  these  findings  suggest  that  political  discourse  regarding  drone  

policy  has  been  largely  based  on  an  overestimation  of  drones’  effectiveness  against  

al  Qaeda.    While  drones  have  killed  al  Qaeda  leaders  and  operatives,  the  group’s  

lethality  was  already  trending  towards  zero  before  the  first  drone  strike  on  it  

occurred.    This  means  that  those  authors  and  politicians  who  have  argued  implicitly  

and  explicitly  that  drones  were  responsible  for  decimating  al  Qaeda’s  capabilities  

are  overestimating  the  effect  of  drone  use  on  al  Qaeda.    Drones  have  many  uses,  

applications,  and  advantages,  but  according  to  these  findings,  causing  a  reduction  in  

al  Qaeda’s  effectiveness  cannot  be  reasonably  counted  among  them.  

 

 

 

 

 

 

 

 

 

 

                                                                                                               56    Robertson,  Nic,  and  Greg  Botelho.  "Ex-­‐Pakistani  President  Musharraf  Admits  Secret  Deal  with  U.S.  on  Drone  Strikes."  CNN.  April  12,  2013.  http://www.cnn.com/2013/04/11/world/asia/pakistan-­‐musharraf-­‐drones/.  

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Works  Cited  

"Al  Qaeda's  Second  in  Command  Killed  during  Drone  Strike  on  House  in  Pakistan's  Tribal  Region."  Daily  Mail.  December  9,  2012.  http://www.dailymail.co.uk/news/article-­‐2245516/Abu-­‐Zaid-­‐al-­‐Kuwaiti-­‐Al-­‐Qaedas-­‐second-­‐command-­‐killed-­‐drone-­‐strike-­‐house-­‐Pakistan.html.    

   Alexander,  David.  "Retired  General  Cautions  against  Overuse  of  "hated"  Drones."  

Reuters.  January  07,  2013.  http://www.reuters.com/article/2013/01/07/us-­‐usa-­‐afghanistan-­‐mcchrystal-­‐idUSBRE90608O20130107.    

   Ali,  Imtiaz.  United  States/Pakistan  Relations:  Facing  a  Critical  Juncture.  Report.  May  

2012.  http://www.ispu.org/pdfs/Imtiaz%20Ali%20Report%20final.pdf.        Allbritton,  Chris.  "Pakistan  Army  Chief  Sought  More  Drone  Coverage  in  '08:  

Wikileaks."  Reuters.  May  20,  2011.  http://www.reuters.com/article/2011/05/20/us-­‐pakistan-­‐wikileaks-­‐idUSTRE74J3UV20110520.    

   Alston,  Philip.  Report  of  the  Special  Rapporteur  on  Extrajudicial,  Summary  or  

Arbitrary  Executions,  Philip  Alston:  Study  on  Targeted  Killings.  Report.  May  28,  2010.  http://www2.ohchr.org/english/bodies/hrcouncil/docs/14session/A.HRC.14.24.Add6.pdf.    

   Alston,  Phillip.  "The  CIA  and  Targeted  Killings  Beyond  Borders."  Harvard  National  

Security  Journal  Forthcoming  (September  18,  2011).  http://papers.ssrn.com/sol3/papers.cfm?abstract_id=1928963.    

   Benson,  Pam.  "U.S.  Airstrikes  in  Pakistan  Called  'very  Effective'"  CNN.  May  18,  2009.  

http://www.cnn.com/2009/POLITICS/05/18/cia.pakistan.airstrikes.        Bergen,  Peter,  and  Katherine  Tiedemann.  "The  Year  of  the  Drone."  New  America  

Foundation.  February  24,  2010.  http://counterterrorism.newamerica.net/sites/newamerica.net/files/policydocs/bergentiedemann2.pdf.    

   Boyle,  Ashley  S.,  and  Joshua  Foust.  "The  Strategic  Context  of  Lethal  Drones."  

American  Security  Project.  August  16,  2012.  http://americansecurityproject.org/ASP%20Reports/Ref%200077%20-­‐%20The%20Strategic%20Context%20of%20Lethal%20Drones.pdf.    

   Brannen,  Kate.  "Leon  Panetta:  Al  Qaeda’s  Leadership  ‘decimated’."  Politico.  

November  21,  12.  http://www.politico.com/news/stories/1112/84131.html.    

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   "Continued  Support  for  U.S.  Drone  Strikes."  Pew  Research  Center  for  the  People  and  

the  Press.  February  11,  2013.  http://www.people-­‐press.org/2013/02/11/continued-­‐support-­‐for-­‐u-­‐s-­‐drone-­‐strikes/.    

   "Covert  War  on  Terror  -­‐  the  Datasets."  The  Bureau  of  Investigative  Journalism.  

Accessed  March  02,  2013.  http://www.thebureauinvestigates.com/category/projects/drone-­‐data/.    

   Deri,  Aliya  Robin.  ""Costless"  War:  American  and  Pakistani  Reactions  to  the  U.S.  

Drone  War."  Intersect  5  (May  23,  2012).  http://ojs.stanford.edu/ojs/index.php/intersect/article/view/367/167.    

   Downes,  Alexander  B.  "The  Truth  About  Obama's  Drone  Campaign:  It's  About  

Attrition,  Not  Decapitation."  The  Huffington  Post.  January  16,  2013.  http://www.huffingtonpost.com/alexander-­‐b-­‐downes/obama-­‐drones_b_2427030.html.    

   Francis,  David.  "Death  by  Drones:  Are  They  Worth  the  Cost?"  The  Fiscal  Times.  

February  07,  2013.  http://www.thefiscaltimes.com/Articles/2013/02/07/Death-­‐by-­‐Drones-­‐Are-­‐They-­‐Worth-­‐the-­‐Cost.aspx.    

   "Global  Terrorism  Database."  National  Consortium  for  the  Study  of  Terrorism  and  

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