Asse ssing the Eff e c tive ne ss of L e ade rship De c apitation in C ounte rinsurge nc y C am paigns Pa t r i ck B . J o h n s t o n* Sept emb er 24, 2010 Abstract Is ki l l i n g o r ca p tu ri n g en emy l ea d ers a n e ff ecti ve m i l i ta ry ta cti c? P revi o u s res ea rch o n i nters ta te wa r a n d co u nterterro ri s m h a s s u g g es ted th a t ta rg eti n g en emy l ea d ers d o es n o t wo rk. D rawi n g o n n ewl y co l l ected d a ta o n co u nteri n s u rg en cy ca m p a i g n s , n ew a n a l ys i s o n th e e ff ecti ven es s o f l ea d ers h i p d eca p i ta ti o n i s p res ented i n th i s p a p er. Th e res u l ts s u g g es t th a t l ea d ers h i p d eca p i ta ti o n is m o re e ff ecti ve th a n th e co nven ti o n a l wi s d o m s u g g es ts . Th e p a p er co nta i n s th ree s i g ni fica nt fin d i n g s . Fi rs t, ca m p a i g n s a re m o re l i kel y to en d qu i ckl y wh en co u nteri n s u rg ents s u cces s fu l l y ta rg et en emy l ea ders . S eco n d , co u nteri n s u rg ents wh o s u cces s fu l l y ca p tu re o r ki l l in s u rg ent l ea d ers a re s i g n i fica ntl y m o re l i kel y to d efea t i n s u rg enci es th a n th o s e wh o fa i l . Th i rd , co n fli ct i nten s i ty i s m o re l i kel y to d ecrea s e fo l l owi n g s u cces s fu l l ea d ers h i p rem ova l s th a n a fter fa i l ed a ttem p ts . Th e i m p l i ca tio n s o f th es e res u l ts fo r a ca d em i c res ea rch , m i l i ta ry o p era ti o n s , a n d p o l i cy a re exp l o red i n th e co n cl u s i o n . *Pos t- Do c toral Re s e arch Fe llow, B e lf e r Ce nte r f or S c ie n c e an d Inte rn ation al A ff ai rs , Harvard Un ive rs ity. Email: Patrick_Johnston@hks.harvard.edu. 1 1 I n t r o d u c t i o n Ta rg eting insurg ent an d terro rist lea ders is centra l to ma ny sta tes’ co unterterrorism p olicies, but do es it work? Academic researchers have long b een dismissive o f lea dership deca pita tio n a s a ca use o f milita ry e ffectiveness. Altho ug h a g rowing b o dy o f inte rna tio na l re la tio ns s cho la rs hip de mo ns tra te s the imp o rta nc e o f le a de rs (e .g ., Chio z z a a nd G o e man s 2 0 0 4 ; I qba l a nd Z o rn 2 0 0 8 ; Jo ne s a nd O lke n 2 0 0 9 ; Cro nin (2 0 0 6 )), s o c ia l s c ie ntis ts have pa id a lmo st no a ttentio n to insurg ent lea ders in co unterinsurg ency ca mpa ig ns. By f o c us ing ins te a d o n s truc tura l va ria ble s th at c o rre la te with o utc o me s s uch as campaign success or levels of insurgent violence, schlolars have implicitly rejected the la rgely untested hyp o thesi s tha t insurg ent lea ders ca n have a significant influence on key outcomes. Mo s t s cho la rs who have writte n o n le a de rs hip de c a pita tio n c o nc lude tha t it is ine ff ective and that it can have counterpro ductive eff ects on military e ff ectiveness (Pap e 1996;2003; Hosmer 2001; Staniland 2005; Jordan 2009).1 Drawing f ro m his re s e arch o n s uic ide te rro ris m, R o b e rt Pa p e a rg ue s tha t le a de rs hip de c a pita tio n, “ ha s me t with me a g e r s uc c e s s ” (Pa p e (2 0 0 3 , 1 4 )). Pa p e a rg ues tha t lea dership ta rg eting is no t likely to co erce a dversa ries because (1) it is hard to find individuals and kill them; (2) the death of lea ders during wa r of ten bring s less p o licy cha ng e tha n is exp ected ; a nd (3 ) successio n is unpredicta ble i n ma ny sta tes, esp ecia lly during wa r ((1 996, 79-80)). Jenna Jordan (2009) extends these insights to the counterterrorism lite ra ture . Jo rda n, who re c e ntly publis he d a le a ding s tudy o n le a de rs hip deca pita tio n in co u nterterro rism in the jo urna l Secur ity Studies,argues that “going after the leader may strengthen a group’ s resolve, result in retaliatory attacks, increase public sympathy for the organization, or pro duce more lethal attacks.” Jordan concludes that high-value targeting is “a misguided strategy” and that “we need to rethink current counterterrorism p olicies” (Jordan (2009, e (1996, 79- 80) re j e c ts Col. Joh n Ward e n I I I’s ((1992, 65)) as s e rtion th at le ad e rs h i p decapitation often has a decisive impact in co ercive b ombing campaigns. 1Pap 2 753-755)). This c o ns e ns us is pre ma ture . Pre vio us s tudie s provide va lua ble the o re tic a l insig hts tha t expla in pa rticula r imp o rta nt his to rica l ca ses, but o ur g enera l knowle dg e a b o ut the e ff ectiveness of leadership decapitation in war is li mi ted due to a co mmo n set o f metho do lo g ica l a nd co nceptu al cha lleng es tha t include 2selection bias, limited empirical data, and insuffi cient attention to causal identifi catio n.Ne w a na lys is , with g re a te r a tte ntio n to re s e a rch de s ig n, is needed to increa se o ur understa nding o f the impa ct o f lea dership deca pita tio n.3 Such resea rch is presented in this pa p er. 1. 1 Identi fy i ng the Effects of L eader shi p Decapi tati on My a ppro a ch de pa rts s ig nific a ntly f ro m pre vio us s tudie s o f c o unte rins urg e nc y and counterterrorism. Whereas most previous studies are theory-driven and are fo cused on the fit of rival theoretical explanations to a small numb er of imp ortant historical cases, my approach is data-driven and is fo cused on identifying ca usa l eff ects across large numb er of cases. I analyze a large numb er 2Recent stu d ies h ave b egu n to accou nt f or th ese ch allen ges, p articu larly in stu d ies of h ow n ation al le ad e rs in fl u e n c e e c on om ic growth , d e m o c ratiz ation , an d war. Jon e s an d Olke n ((2009), in th e ir s tu d y of th e as s as s in ation of n ation al le ad e rs , u s e a s imilar id e ntifi c ation strategy to that us ed here, and find that changes in national leadership can increase the probability of war termination in high-intensity wars but can also increase the probability th at n e w, low- inte n s ity c on fl ic ts will b re ak ou t. P ric e (2009) u s e s e ve nt h is tory an alys is to mo del how l eadership decapitation aff ects the lifespan of terrorist organizations. Although th is ap p roach d o e s n ot f u lly ad d re s s th e is s u e of u n ob s e rve d h e te roge n e ity ac ros s th e s amp le of terrorist camp aign s u n d er examin ation , it o ffers a more p recise measu rement of th e correlation b etween leadership decapitation and organizational decline than the ordinal measure in the descriptive statistics presented in (Jordan 2009). 3Jame s D. Fe aron an d David D. Laitin make a s imilar argu me nt in an u n p u b lis h e d m anu s c rip t on c ivil war te rm in ation . Th e y write th at “ a . . . f ac tor th at c om e s ou t c le arly from the random set of cases (that we examine) is that change in governme nt or reb el le ad e rs h ip c an in fl u e n c e war te rmin ation .” Howe ve r, th e y n ote th e d i fficulties of id entifying th e c au s al eff e c ts of le ad e rs h ip re m oval: “ Ch an ge in le ad e rs h ip c an of c ou rs e b e e n d oge n ou s to th e war–in d e e d , ch an gin g th e le ad e rs h ip of th e oth e r s id e is ge n e rally th e p oi nt of th e war!” Yet b as ed on their inte rpre tation s of randomly-selected case studies, they conclude, “Still, in each case we think that the leadership change had an indep endent causal e ff ect on te rmin ation as we ll.” S e e Fe aron an d Laitin 2008, 39- 42, 3 o f c a s e s in whi ch g ove rnme nts a tte mpte d, s uc c e s s f ully o r uns uc c e s s f u lly, to remove to p insurg ent lea ders. I n a na lyzing the su ccess o r fa ilure o f a ttempts to deca pita te insu rgen ci es , I use insta nces o f fa ilure a s co ntro ls fo r ca ses o f succes 4 s. My re s e a rch de s ig n thus re s e mble s a na tura l e xp e rime nt. The prima ry identifyin g a ssumptio n is tha t co nditio na l o n a ttempts to ca ptu re o r kill insurg ent lea ders, the o utco mes o f deca pita tio n a ttempts a re pla usibly exo g e no us (Jo ne s an d O lke n 2 0 0 9 , 5 6 ). As I de mo ns tra te b e low, a ltho ug h the timing of decapitation strikes is not plausibly exogenous –leaders are often ta rg e te d a t ke y mome nts o f c a mpa ig ns whe n a g ove rnme nt is mo re like ly e ithe r to win o r to lo s e – whe the r o r no t a tte mpts to de c a pita te ins urg e nc ie s 5are successful is plausibly The e xo g e ne ity o f s uc c es s f exogenous. ul a nd f a ile d bids to remove ins urg ent lea ders is explo ited to identify the ca usa l eff ec t s o f lea dership d eca pita tio n. 1. 2 Tar geti ng Insur gent L eader s: “ Near Mi sses” and “ Bad Luck ” Ac c o u nt s o f “ n e a r m i s s e s ” a n d “ b a d l u ck ” a r e c o m m o n i n h i s t o r i c a l a c c o u nt s o f hig h- va lue ta rg e ting . The firs t known a s s a s s ina tio n plo t a utho riz e d by U .S. o ffic ia ls a g a ins t a no n- s ta te a c to r, f o r e xa mple , ta rg e te d Me xic a n re b e l Pa ncho Villa during the 1 9 1 6 Punitive Exp e ditio n. While the Exp e ditio n s o ug ht to eliminate Villa for the threat his bands’ deadly raids p osed to Americans b o rde r towns in Te xa s , Ne w Me xic o , a nd Ariz o na . I nitia l a nti- Villa o p e ra tio ns in no rthe rn Me xic o we re uns uc c e s s f ul , as V illa ’s mo bility a nd e lus ive ne s s ma de it difficult fo r America n fo rces to lo cate him. After U.S. fo rces ha d re p e a te dly f a ile d to find V illa , G e ne ra l Jo hn Pe rs hing , who c o mma nde d the 4Fo r a s i m i l a r i d e n t i fi c a t i o n s t r a t e g y o f t h e i m p a c t o f a s s a s s i n a t i o n s o f n a t i o n a l l e a d e r s on e c on om ic growth , re gim e typ e , an d war, s e e Jon e s an d Olke n 2009. 5I p re s e nt s u b s tantiary e vid e n c e b e low. To give a p re vie w of th is e vid e n c e , th e d ata show that decapitation strikes result in failure more often than in success, and neith er s u c c e s s f u l n or f aile d atte m p ts ap p e ar to b e c orre late d with ob s e rvab le variab le s . 4 Exp e di tio n, re s o rte d to hiring a lo c a l te a m to infiltra te Villa ’s c a mp a nd kill the re b e l le a de r. The te a m s uc c e s s f ully p e ne tra te d the c a mp. O ne mo rning ove r b r e a k f a s t , Pe r s h i n g ’ s o p e r a t i ve s m a n a g e d t o s l i p p o i s o n i nt o t h e r e b e l lea der’s co ffee. Villa rep ortedly drank more than half of the laced cup of co ff ee but did not die. Villa lived to fight until he was assassinated in 1923 (Kno tt 1 9 9 6 , 17 1 ; quo te d in Tho ma s 2 0 0 0 , 1 1 2 ). The f a ile d 1 9 1 6 a tte mpt to kill Villa f o re s ha dowe d the cha lle ng e s th at s ta te s wo uld c o nf ro nt in de a ling with unc o nve ntio na l thre a ts in the f uture . Co ns ide r a n e xa mple f ro m the Firs t R us s o - Che che n Wa r. B o g g e d down i n a blo o dy s ta le ma te with Che che n s e pa ra tis ts a nd I s la mis ts , the R ussia n g overnment sp o nso red multiple a ssa ssina tio n plo ts a g a inst senio r Che che n o fficials in 1994 and 1995. In July 1996, Ru ssian intelligence o fficials we re inf o rme d tha t Che che n le a de r Dz ho ka r Dudaye v wo uld b e cha uff eured to a n u p c o ming c o nf e re nc e in Mos cow by a drive r na me d Kha ma d Kurba nov. Arme d with this inf o rma tio n, R us s ia n a g e nts c la nde s ti ne ly de ve lo p e d a n intric a te pla n to as s a s s ina te Dudaye v during hi s trip to Mo s c ow. The pla n wa s put in mo tio n weeks b efo re th e a ssa ssina tio n wa s to ta ke pla ce. It b eg a n whe n R us s ia n p o lic e ma de wha t a pp e a re d to b e a ro utine s to p Kurba nov’s ve hic le a t a R us s ia n- ma nne d che ckp o int ins ide o f Che chnya . Kurba nov wa s briefly ta ken inside a nea rby o ffic e f o r que s tio ning . While Ku rba nov wa s being questioned by the police, a team of Russian agents quickly planted explosives un der the seats of his car. Once the explosi ves were in p lace, the R us s ia ns re le a s e d him Kurba nov f ro m que s tio ning . Fo r we e ks b e f o re Dudaye v’s Mo s c ow trip, Kurba nov unwittin gl y drove the e xplo s ive - pa cke d ve hic le witho ut inc id e nt. Me a nwhile , R us s ia n o p era tive s mad e pre pa ra tio ns to deto na te the explo sives o nce they co uld co nfi rm Dudayev’s presence in the ve hic le . Howe ve r, s ho rtly b e f o re he wa s to ride with Kurba nov, a nd witho ut a ny a ppa re nt knowle dg e o f the a s s a s s ina tio n plo t, Dudaye v’s itine ra ry wa s cha ng e d a nd he wa s f o rc e d to ride with a no the r drive r. The plo t wa s foiled, but had Dudayev’s schedule not b een changed unexp ectedly, he almost 5 certainly would h ave b een killed. 6 1. 3 P r ev i ew of the Re sul ts To execture the empirica l s tra teg y describ ed a b ove, I co llected da ta o n publicly rep o rted a ttempts to deca pita te insurg encies in ca mpa ig ns tha t b eg a n b etween 1 9 7 4 a nd 2 0 0 3 . The ke y ide ntif ying a s s umptio n o f my e mpiric a l s tra te g y is tha t the success a nd fai lure o f a ttempts to deca pita te insurg encies is, o n avera g e, exogenous from b oth obs erved and unobserved covariates. Accordingly, I re s tric t my a na lys is to “ ne a r mis s ” c a s e s —ins ta nc e s whe re ins urg e nt le a de rs na rrowly e s c a p e d c a pture o r de a th. Fo r e xa mp le , a tte mpts in which ins urg e nt lea ders fled their ba se ca mps well a hea d o f co unterinsurg ent milita ry o p era tio ns are not included in the analysis. Since insurgent leaders were likely tipp ed off ab out imp ending op erations b efore any meaningful attempt could take place, no credible a ssertio n tha t th ese “ fa ilures” were pla us ibly exo g eno us ca n b e ma de . This pro c e s s re s ulte d i n a s a mple o f 1 1 8 de c a pita tio n a tte mpts ag a ins t Out of these 118 attempts, a total of 46 (39 p to p insurg ent lea ercent) ders.7 were successful. The e mpiric a l a na lys is s tro ng ly s ug g e s ts tha t s uc c e s s f ully re moving in s urgent leaders enhances military e ffe c tive ne s s in c o unte rins urg e nc y. The re s ults indica te tha t deca pita ting insurg encies (1 ) increa ses the cha nces o f sp eedy wa r termina tio ns; (2 ) enha nces th e pro ba bility of ca mpa ig n o utco mes tha t favor the counterinsurgent; (3) reduces the intensity of violent conflict; and (4) reduces insurg ent- initia ted incidents, such a s a rmed a tta cks a nd kidna pping s, tho ug h this la st finding finds less supp o rt in the da ta tha n do the first three. 6On e p ie c e of e vid e n c e s u p p ortin g th e hyp oth e s is th at Du d aye v was u n aware of th e as s as s in ation p lot wh e n h e op te d to rid e with th e oth e r d rive is th at th e e xp los ive s in Ku rb an ov’s c ar we re n ot f ou n d u ntil we e ks late r. Ku rb an ov c ontinu e d d rivin g th e ve h ic le d u rin g th is p e rio d , ap p are ntly u n aware of th e c argo h e was c arryin g on b oard . ITAR -TAS S Ne ws Age n c y, "Du d aye v’s Aid e Claim s As s as s in ation Atte m p t on Du d aye v’s Lif e ", B B C Summary of World Broadcasts, April 14, 1995. 7A l i s t o f i n s u r g e n t l e a d e r s h i p r e m o v a l s c a n b e f o u n d i n T a b l e 9 . 6 1. 4 P l an of the Pap er This pa p e r pro c e e ds a s f o llows . Firs t, I dis c us s my e mpiric a l a ppro a ch. I describ e the co nceptua liza tio n a nd mea surement o f key va ria bles a nd provide additional information on the leadership decapitation data that are used in the a na lys is . This s e c tio n a ls o c o nta ins a n e mpiric a l a s s e s s me nt o f the pl au s ibility o f my id e ntific a tio n s tra te g y. This a s s e s s me nt s ug g e s ts tha t it is inde e d pla usible tha t, o n avera g e, successful a ttempts to deca pita te insurg encies a re exogenous conditional on an attempt taking place. I conclude this section by discussing my estima tio n stra teg y. Sectio n 3 co nta ins a deta iled discussio n o f my ma in re s ults . The re s ults s ug g e s t tha t le a de rs hip de c a pita tio n do e s indeed have a ca usa l eff ect. Section 4 prob es these results, testing a rival interpreta tio n o f the resul ts presented in Sectio n 3 . I co nclude the pa p er by reca pitula ting the ma in finding s an d discussing their implica tio ns fo r p o licy. 2 E m p i r i c a l S t r a t e g y 2. 1 Op er ati onal i zati on Mo s t e mpiric a l a na lys e s o f “ c ivil wa r” a re b as e d o n da ta s e ts tha t p o ol to g e the r a ll c o nflic ts tha t o c c urre d within s ta te b o rde rs a nd me e t a de s ig na te d ba ttle dea th thresho ld. Altho ug h these studies h ave ha d a tremendo us impa ct o n o ur knowle dg e o f ma c ro - le ve l tre nds , the y a re no t de s ig ne d to a ns we r questio ns a b o ut pa rticula r typ es o f p o litica l vio len ce, such a s insu rg en cy, terro rism, o r pro - sta te militia . To g et levera g e o n these questio ns, scho la rs o f political violence have recently developed theoretically-motivated concepts to guide data collection and analyses appropriate for these questions. Stathis N. Ka lyva s , f o r e xa mple , de ve lo ps a typ o lo g y tha t s ug g e s ts a t le a s t thre e dis tinc t s ub- typ e s o f wa rf a re c a n o c c ur within the bro a de r c a te g o ry o f c ivil wa r. He uses the co ncept o f irreg ula r wa rfa re– a clo se a na lo g ue o f a symmetric guerrilla war–as a p oint of departure in developing a theory of violence in civil 7 wa r (Ka lyva s 2 0 0 6 ). La ia B a lc e lls e xte nds Ka lyva s ’ c o nc e ptua l f ra me wo rk to c o nve ntio na l c ivil wa rs , e xpla ining why the s ymme tric a nd c o nve ntio na l asp ects of warfare itself generate distinct predictions ab out patterns of violence. The e vide nc e pre s e nte d in he r e mpiric a l e xa mina tio n o f c ivilia n vic timiz a tio n in the Spa nis h Civil Wa r is c o ns is te nt with this a ppro a ch (B a lc e lls 2 0 0 9 ). Using these precepts o f irreg ula r wa rfa re, Lya ll a nd Wilso n I I I (2 0 0 9 ) a nd Jo hnsto n (2 0 0 9 b) co mpile n ew da ta sets restricted to co unterinsurg ency campaigns–as opp osed to internal wars or civil conflicts–for analysis of success a nd f a ilure in CO I N. In this study, I adopt a similar ap proach. Four criteria are used to identify a ppro pria te ca mpa ig ns fo r a na lysis. F irst, p ower must b e a symmetri c. Powe r a s ymme trie s c a n b e o bs e rve d whe n the re la tive s o phis tic a tio n a nd letha lity o f co unterinsurg ent fo rces’ wea p o ns o r oth er warfi ghting techno lo g ies are more sophisticated than those used by insurgents. Second, in irregular wa rf a re , vio le nt no n- s ta te a c to rs mus t a ttemp t to win c ivilia n s upp o rt f ro m at least some segment of the p opulation. Because it is imp ossible to directly observe militants’ motivations and desires, militant organizations are co ded as meeting thi s criterio n if they imp lant themselves i nto th e civilia n p o pula tio n are likely to seek p opular supp ort. Because civilian b etrayal can mean the de mis e o f a n ins urg e nc y, ins u rg en c ie s tha t e mb e d the ms e lve s within the p o pula tio n mus t a tte mpt to win its s upp o rt. Third, the mili tant o rg a niz a tio n mu s t r e l y p r i m a r i l y o n u n c o n ve nt i o n a l t a c t i c s . I n t h e s e c a s es,rebelunits mu s t u s e v i o l e nt t a c t i c s a g a i n s t g o ve r n m e n t t a r g e t s , s u c h h i t - a n d - r u n a t t a ck s a nd a mbus he s , while g e ne ra lly avo iding dire c t ba ttle . The fina l o p e ra tio na l c rite rio n is a minimu m o ne - mo nth dura tio n rule . The s e c rite ria he lp to ensure that all campaigns in the data set were sustained, asymmetric violent conflicts b etween organized military actors and not brief, disorganized bursts of violence or instances of rioting. I n a ll, 9 0 c a mpa ig ns b e twe e n 1 9 7 4 a nd 2 0 0 3 s a tis fie d the s e c rite ria . Cas es tha t did no t me e t the s e c rite ria a re e xc lude d f ro m the a na lys is . The da ta 8 set contains a total of 928 campaign-years and is large enough to identify 8statistical trends. 2. 2 Dep endent Var i abl e s To e s t i m a t e t h e e ffect of leadership decapitation on counterinsurgency effective ne s s , two s e ts o f d ep e nde nt va ria ble s a re us e d. The firs t invo lve s c a mpa ig n o utc o me s . My firs t o utc o me va ria ble is te rmina tio n. Te rmina tio n is me a s ure d a s a dummy va ria ble whe re “ 1 ” indic a te s tha t the c a mpa ig n e nde d o r dro pp e d b e low a minima l thre s ho ld o f vio le nc e in a g ive n c a mpa ig n- ye a r. My s e c o nd o utc o me va riab le is s uc c e s s . Suc c e s s is a ls o me a s ure d a s a dummy whe re “ 1 ” indica tes tha t a ca mpa ig n end ed o n terms favo ra ble to the co unterin surg ent in a g ive n c a mpa ig n- ye a r a nd “ 0 ” indic a te s tha t it did no t. The s e va ria ble s a re f ro m the Co rre la te s o f Wa r (COW) Pro j e c t.9 The s e c o nd s e t o f de p e nde nt va ria ble s invo lve s c o nflic t dyna mic s a nd insurg ent b ehavio r. Two o utco mes a re a g a in exa mined. Bo th co me fro m the G lo ba l Te rro ris m Da ta ba s e . The firs t is c o nflic t 10 This va ria inte ns ity. ble mea sures the to tal numb er o f co nfirmed fa ta lities, by g ro up, in ea ch ca mpa ig nye a r . S i n c e t h i s va r i a b l e i n c l u d e s g o ve r n m e nt , c i v i l i a n , a n d i n s u r g e nt d e a t h s , it is no t a direct mea sure o f insurg ent vio lence. While we sho uld exp ect tha t the c o nflic t inte ns ity va ria ble will b e no is y, it s ho uld provide ins ig ht into whe the r re moving ins urg e nt le a de rs ha s a c a us a l e ff ect on conflict escalation or de- esca la tio n b eca use su cces sful an d fa iled a ttempts sho uld no t b e co rrela ted with o bs e rve d o r uno bs e rve d varia b le s . The s e c o nd ins urg e nt b e havio r va ria ble 8I limit my analysis to campaigns b etween 1974 and 2003 b ecause extending the analysis as f ar b ack as 1945–th e stan d ard “ start d ate” of many civil war an alyses–wou ld likely pro duce undercounts of the “ failure” variable b ecause less inform ation is available for this period. 9For c am p aign s n ot in th e COW P ro j e c t d ata, Lyall an d Wils on ’s (2009) “ Corre late s of In s u rge n c y” d ata s e t, th e Glob al Te rroris m Datab as e or oth e r s e c on d ary s ou rc e s we re consulted. 10S e e p . 21 of th e GTD c o d e b o ok f or f u ll d o c u m e ntation : http://www.start.umd.edu/ gtd/downloads/Codebook.pdf . 9 is ins urg e nt- initia te d inc ide nts . This va ria ble me a s ure s the numb e r o f a tta cks and other violent incidents, by group, aggregated to the campaign-year level.11 This va ria ble s e rve s a s a proxy o f ins urg e nt g ro ups ’ le ve ls o f a c tivity a nd op erational temp os. Together, the insurgent b ehavior variables enable me to te s t whe the r le a de rs hip re mova l inc re a s e s o r de c re a s e s b o th the le tha lity o f conflict and the pace of insurgent activities. 2. 3 Indep endent Var i abl es My prima ry inde p e nde nt va ria ble is le a de rs hip de c a pita tio n. I de fine a “leader” as the most powerf ul figu re in an insurgent organization. I limit my f o c us to to p le a de rs ; ide ntif ying the upp e r eche lo n, mid- tie r, an d low- le ve l lea ders in cla ndestine o rg a niza tio ns is di fficult, a nd fo cusing exlusively o n to p lea ders is do ne to minimize mea surement error. To p lea ders a re the mo st imp o rta nt memb ers o f insu rgent o rg a niza tio ns a nd the hig hestprio rity ta rg e ts o f ta rg e ting o p e ra tio ns , s o this a ppro a ch ma ximiz e s a c c ura c y while directly ma inta ining a strict fo cus o n the mo st pressing co unterterrori sm policy question. Fo r re g re s s io ns whe re de c a pita tio n a tte mpts a re the uni ts o f a na lys is , the va r i a b l e i s a d u m m y c o d e d “ 1 ” i f t h e a t t e m p t w a s s u c c e s s f u l . Fo r r e gressions in which pro p e ns ity- s c ore ma tching is us e d to s e pa ra te the e ff ects of success and failure, the campaign-year is the unit of analysis. Separate dummies for success and failure are b oth in cluded on the right-hand side of the regression. An o bserva tio n co ded “ 1 ” o n either o r b o th o f these varia bl es indica tes tha t a successful or failed attempt o ccu rred during that camp ai gn -year. Before I collected the data necessary to execu te my empirical strategy, my first ta sk wa s to identify ea ch o rg a niza tio n’s to p lea der o r lead ers. I crea ted a list o f insurg ent lea ders using da ta fro m the START Terro rist O rg a niza tio n 11S e e p . 42 of th e GTD c o d e b o ok f or f u ll d o c u m e ntation : http://www.start.umd.edu/ gtd/downloads/Codebook.pdf . 10 Pro file s (TO PS) da ta ba s e at the Univers ity o f Ma Once the top ryla nd.12 group leader or leaders were identified, data on leadership decapitation were 13collected from th e Lexis-Nexis Academic Universe database.Ke ywo rd s e a rche s we re p e rf o rme d on the e ntire c o lle c tio n o f Eng lis h- la ng ua g e ne ws s o urc e s . The s e s ea rche s re turne d re s ults th at we re re vie wed f o r inf o rma tio n o n le a de rs hip re mova ls an d a tte mpte d re mova ls . Ea ch a tte mpt re turne d in the sea rch resu lts wa s then cro ss- va li da ted by a t lea st o ne a dditio na l so urce before being tagged for inclusion in the data set. As mentio ned a b ove, my da ta o n a ttempts to remove insurg ent lea ders a re re s tric te d to a tte mpts in whi ch the o utc o me wa s pla us ibly e xo g e no us . Exa mple s o f pla us ibly e xo g e no us de c a pita tio n e ve nts inc lude a tte mpts to re move le a de rs thro ug h a s s a s s ina tio n plo ts , in which b o mbs a re pla nte d o r s ho ts a re fire d; c o mba t o p e ra tio ns in which fire fig hts o r a irs trike s dire c tly ta rg et lea ders’ units; a nd ra ids o r sweeps o f lea ders’ co mp o unds o r ca mp a re a s . R umo re d plo ts tha t ne ve r ma te ria liz e d, a nd o p e ra tio ns in which le a de rs escap ed b efore an attempt was made, are not plausi bly exogenous and were excluded. For each attempt that satisfied these criteria, the date, lo cation, attmpt typ e, and outcome was co ded. After the data were filtered, 118 attempts could b e do cumented. 46 of the 118 attempts (39%) resulted in the successful removal of a top-level insurgent leader. 2. 4 Ex ogenei ty My prima ry ide ntific a tio n a s s umptio n is tha t, c o nditio na l o n a de c a pita tio n s trike o c cu rring , its o utc o me wil l b e unc o rre la te d with the e rro r te rms o f the reg ressio n equa tio ns u sed to estima te the e ffects of the strikes. To test this a ssumptio n, I put the indep endent va ria ble o n the left- ha nd side o f the 12Th e TOP S d atab as e c ontain s in f orm ation on th e top le ad e r or le ad e rs of alm os t all of th e in s u rge n c ie s in my s am p le . Le ad e rs n ot id e ntifi e d in th e TOP S d atab as e we re co ded using historical encyclop edias and secondary sources. See the database online at http://www.start.umd.edu/start/data_collections/tops/. 13Le xis - Ne xis ’ we b s ite c an b e ac c e s s e d at http://www.lexisnexis.com/ . 11 re g re s s io n a nd e xa mine whe the r o bs e rva ble va ria ble s pre dic t s uc c e s s e s . The re s ults a re dis playe d in Ta ble 1 . I n Co lumn 1 , the me a n va lue s o f the va ria ble s a re pre s e nte d. The s e va lue s a re a ll ta ke n f ro m the ye a r b e f o re de c a pita tio n s trike s to o k pla c e . The me a ns of the s e va ria ble s in the ye a r b e f o re f a ile d a tte mpts ; Co lumn 3 dis plays the differences in the means for successful and uns uc c e s s f ul de c ap itati on s trike s ; Co lumn 4 pre s e nts the re s ults o f two - s ide d t- tests o f the equa lity o f these mea ns.14 [TAB LE 1 AB O UT H ER E] The ta ble illus tra te s tha t the s a mple o f s uc c e s s f ul a nd f a ile d a s s a s s ina tio n attempts is balanced across key variables: regime typ e; gross domestic pro duct (G DP) p e r c a pita (lo g ); the to ta l p o pula tio n o f the c o unte rins urg e nt s ta te ; the co nflict thea ter’ s avera g e eleva tio n in meters (lo g ); a nd the dista nce fro m the co unterinsurg ent’s ca pita l city to the co nflict thea ter. The o nly va ria ble f o r which the me a n diff erence is statistically si gn ificant is the co unte rins urg e nt na tio n’s to ta l p o p ula tio n. The diff erence in means is s ig nific a nt at the 1 0 p e rc e nt le ve l (p- va lue = 0 .0 7 ). This pre limina ry a na lys is demo nstra tes tha t I ca nno t reject the p o ssibility tha t p o pula tio n a nd dista nce are confounding variables.15 This a na lys is i s e xte nde d in Ta ble 2 , which dis plays ma rg ina l e ffects from pro bit re g re s s io ns in which the s uc c e s s o r f a ilure o f de c a pita tio n s trike s is reg ressed o n the va ria bles exa min ed in Ta Sp ecifi cal ly, I estima te ble 2 .16 the 14 f o llowing e qua tio n: 15 Th e s e are re s u lts of t- te s ts th at d o n ot as s u m e e qu al varian c e . Howe ve r, th is e vid e n c e is in c on c lu s ive ; give n th at fi ve variab le s are e xamin e d , it is n ot surprising that two sp ecifications were statistically significant. 16Th e re gre s s ors are in c lu d e d e ith e r b e c au s e th e y we re s tatis tic ally s ign ifi c ant in Tab le 2 o r b e c a u s e s c h o l a r s h a v e s u g g e s t e d t h e y a r e k e y d e t e r m i n a n t s o f c o u n t e r i n s u r g e n c y e ff e c tive n e s s . Th e s e variab le s are u s e d as c ontrols in th e re gre s s ion s u s e d to e s tim ate th e imp ac t of s u c c e s s f u l d e c ap itation s trike s on c ou nte rin s u rge n c y s u c c e s s p re s e nte d i n S e c tion 4. 12 P ( SU C C C E SS a )=F ( y 1 Th e pro ba bility o fas uc c e s s f ul le a de rs hip re mova l in a g ive n c a mpa ig nye a r is o nly likely to b e exo g eno us co nditio na l o n the numb er o f decap itati on strikes tha t o ccurre d in th eg iven ca mpa ig n- yea r, so fixed e + y2Xa) ff ects for the numb er of the a tte mpts to re move ins urg e nt le a de rs a re inc lude d in a ll spec ific a tio ns s hown in Ta ble 3 . Deca de fixed effects are also in cl uded in all of the regres si on s. Fixed eff ects for attempt typ e are inclu ded in some sp ecificati ons to control for uno bserve d timeinva ria nt diff erence sb etween metho ds used to target lead ers–b ombing s, sho otings, combat op eration s, and capture /raid op eration s. Fixed effe c ts f o r the re g io nof th e wo rld whe re e a ch a tte mpt to o k pla ce-– Ea s te rn Euro p e , La tin Ame ric a , No rth Af ric a , the Middle Ea s t, a nd So uth As ia – a re a l s o i n c l u d e d i n s e l e c t s p e c i fi c a t i o n s a s i n d i c a t e d i n t h e t a b l e s . 1 7 [ T A B L E 2 A B O U T H E R E ] Th e pro bit re g re ss io ns d is pla ye d in Ta ble 2s ug ge st tha t the s uc ce ss of deca pita tio n strikes is indeed pla usibly exo g eno us. Two o f the estima tes a re s ta tis tic a lly s ig nific a nt, but ne ithe r re s ult a pp e a rs to b e ro bus t. The firs t, s hown i n Co lumn 1 , s ug ges ts the na tio na l p o pula tio n o f the c o unte rin s urg e nt is sig nifica nt a t the five p ercent level (p - va lue = 0 .0 1 1 ). This spec ific a tio n includ es neither a ttempt typ e no r reg io n fixed effe c ts . This va ria ble is no t signific ant in any of the fixed effe c ts s p e c ific a tio ns . The dis ta nc e f ro m the counte rinsu rgent’s capital city to the conflic t theate r is also signific ant at 17As ia was d rop p ed as a re f e re n c ec ate gory. North Ame ric a an d We s te rn Eu rop e are also omitted b ecau se n o d ecap itation attemp ts o ccu rred in eith er region d u rin g th e p erio d under study. 13 the five p ercent level ( p - va lue = 0 .0 2 3 ) a s s hown in Co lumn 3 , ye t it is no t s ig nific a nt in a ny o the r s p e c ific a tio n. Fina lly, I te s te d whe the r the va ria ble s in Ta ble 2 a re j oi ntly s ig nific a nt pre dic to rs o f s uc c e s s f ul a tte mpts . The y a re no t: Dep ending o n the co mbina tio n o f fixed effects that are included, the joint p - va lue s o f the va ria ble s ra ng e f ro m 0 .1 9 to 0 .4 6 . The unpre dic ta bility of success supp orts the plausibility of my identification assumption. 2. 5 Identi ficati on To i d e n t i f y t h e e ffect of leadership decapitation on counterins urgency effectiveness, I exploit the in herent randomness in the success and failure o f de c a pita tio n a tte mpts . My e s tima tio n s tra te g y is to us e s imple O LS re g re s s io ns tha t ta ke the f o llowing f o rm yi = ß SU C C E + γXi + ei SS i whe re i inde xe s a c a mpa ig n- ye a r in which th e re is a n de c a pita tio n a tte mpt, is yi the d ep endent va ria ble (ca mpa ig n termina tio n; ca mpa ig n o utco me; insurg ent vio lence; o r in surg ent a tta cks), SU is a dummy va ria C C E SSi ble equal to one if a leader is kill ed in th at campaign-year and zero if the leader survives any attempts, an d X is a vecto r o f o ther reg resso rs. The ke y ide ntific a tio n a s s umptio n is tha t c o nditio na l o n o bs e rva ble s , SU C C E i s e x o g e n o u s . T h e n , E [ e | S U C C E S S , X ] =0,andtheaverage SS i 14 trea tment e ffe c t c a n b e writte n a s the f o llowing : ß = E [ y | SU C C C E SS =1,X] - E [ y | SU C C C E SS =0,X] This s hows tha t the e s tima te s f ro m the O LS re g re s s io n e qu ati on writte n ab ove identify the di fference b etween successful and fai led decapitation attempts. I f the reg res sio ns reject tha t ß is zero , then the o utco mes o f b ids to deca pita te insurg encies have a ca usa l e ff ect. Since a ssa ssina tio n a ttempts do no t o ccur ra ndo mly, th is empirica l stra teg y c a nno t c o nc lus ive ly de mo ns tra te whe the r a n o bs e rve d e ff ect is caused by success, failure, or b oth success and failure. Addressing this question requi res a di ff e re nt e mpiric a l s tra te g y. My s tra te g y is to us e pro p e ns ity- s c o re matching to pa rse the e ff e c ts o f s uc c e s s f ul an d uns uc c e s s f ul le a de rs hip ta rg e ting . Ma tching is my preferred ap pro a ch b eca use it ca n ensure sa mple ba la nce o n o bserved covariates. To previ ew the results, it app ears that most of the eff ects can b e attributed to successful targeting.18Since ma tching ca nno t ensure ba la nce o n uno bserved cova ria tes, however, these results a re ad mi tted ly mo re sp ecula tive tha n tho se presented in the next sectio n. 3 R e s u l t s This s e c tio n c o nta ins a pre s e nta tio n o f the ma in re s ults o f my a na lys is . To identify the effects of leadership d ecap itati on , b oth parametric and nonpa ra metric sp ecifica tio ns a re co nsidered. I b eg in by using O LS reg ressio n. Robust standard errors, adjusted for clustering at the campaign level, are rep o All reg ressio ns include fixed e ff ects for the numb er of rted.19 attempts 18 Th e s e re s u lts are d is c u s s e d at le n gth in S e c tion 4. Rob u s t s tan d ard e rrors ac c ou nt f or p os s ib le s e rial c orre lation of th e e rror 1 te rm wh e n 9 m ore th an on e d e c ap itation atte m p t o c c u rre d with in a s in gle c am p aign . Jos hu a D. An gris t s h ows th at wh e n th e re s e arch e r’s e m p iric al s trate gy is to e s tim ate c au s al e ff ects rather than structural mo dels, linear mo dels s uch as OLS regressions are more effi cient than non-linear mo dels b ecause structural mo del s have to b e converted into caus al eff ects. Estimating causal eff ects is not fundamentally di ff e re nt wh e n workin g with lim ite d d e p e n d e nt variab le s ; th e main d ifferences are the in creased likeliho o d of interest in distributional outcomes anwith ou t c ovariate s , c onve ntion al OLS d estimates capture b oth distributional eff ects and eff ects on means. Hence OLS is thsuitable e for in most of my analysis. See Angrist (2000, 29)) for more discussion of this. h 15 ere nt n on -lin ear ity of th e con d itio n al exp e ctat ion fu n ctio ns f or th ed ep en d ent vari ab l es in m od e ls wit hc ova riat es . In m od e ls tha t o c c urre d in a c a mpa ig n- ye a r a nd f o r th e de c a de during which ea ch attempt o ccurred. I also include fixed e ff ects sp ecifi cations for the attempt typ e , i.e ., the ta rg e ting me tho d tha t wa s us e d, a nd the re g io n in which e a ch attempt to ok place. Fixed e ffects sp ecifications are lab eled in each table. The re s ults o f no npa ra me tric te s ts a re a ls o re p o rte d. Fo llowing Jo ne s a nd Olken ((2009, 68)), I use Fisher exact tests. Fisher exact tests have exact s ma ll s a mple pro p e rtie s . The y ta ke the ma rg ina l dis tributio n o f e a ch va ria ble as given and calculate the probability that the obs erved asso ciation, or a tig hter a sso cia tio n, co uld b e pro d uced by cha nce (Fisher 1 93 5 ; Jo nes a nd O lke n 2 0 0 9 , 6 8 ). Th e e xa c t pro ba bility o f e a ch p e rmuta tio n o f the finite s e t of variables is calculated. 3. 1 C am pai gn Outcom es 3.1.1 Termination Ta b l e 3 d i s p l a y s e s t i m a t e s o f l e a d e r s h i p d e c a p i t a t i o n ’ s e ffect on counterinsu rgency campaign termination. The de p e nde nt va ria ble is c a mpa ig n te rmina tio n; it is a dummy c o de d “ 1 ” if the c a mpa ig n e nde d in the ye a r in which a de c a pita tio n s trike to o k pla c e . Ca mpa ig n te rmina tio n da ta we re c o mpile d f ro m Lya ll a nd Wils o n I I I ’s (2 0 0 9 ) “ Co rre la te s o f I ns urg e nc y” da ta s e t a nd the PR IO - U pps a la Arme d Con flic t da ta set (Gleditsch et a l. 2 0 0 2 ). All reg ressio ns inclu de fixed e ff ects for the numb e r o f a tte mpts in a c a mpa ig n- ye a r a nd an d f o r the de c a de in which e a ch a tte mpt o c c urre d. The firs t c o lumn pre s e nts the re s ults witho ut a dditio na l fixed e ff ects; the second column includes fixed eff ects for attempt typ e; the third co lumn includes fixed e ff ects for region; the fourth column includes fixed e ffects for b oth attempt typ e and region. [TAB LE 3 AB O UT H ER E] 16 In each regression, campaign termination was regressed on decapitation attempts’ success or failure; the results are estimates of the average eff ect of s uc c e s s f ul de c a pita tio n s trike s c o mpa re d with f a ile d a tte mpts . The re s ults displayed in Ta ble 3 sug g est tha t ca mpa ig ns a re mo re likely to en d a fter s uc c e s s f ul a tte mpts tha n a f te r f a ile d a tte mpts . The e s tima te s hown in Co lumn 1 sug g ests tha t lea dership deca pita tio n increa ses the pro ba bility o f war te rmina tio n by 2 7 p erc e nta g e p o ints , with a s ta nda rd e rro r of 0 .0 7 9 . This re s ult is s ig nific a nt a t the on e p e rc e nt le ve l. This re s ult a pp e a rs to b e ro bus t: the e s tima te s dis playe d in Co lumns 2 , 3 , a nd 4 ra ng e f ro m 0 .2 4 9 to 0 .2 9 0 , a nd all of the sp ecifications are significant at the one p ercent level. Also, the lower bound of the 95 percent confidence interval of the estimate is above zero in e a ch s p e c ific a tio n. The re s ults cha ng e little whe n a tte mpt typ e o r re g io n fixe d e ff e c ts a re inc lude d. The s e re s ults a re a ls o ro bus t to no n- pa ra me tric mo de lin g . In each of the non-parametric sp ecifications, the results are significant at the one p ercent level. 3.1.2 Victory Ta b l e 4 d i s p l a y s t h e a v e r a g e e ff ect of leadership decapitation on counterinsurg e nc y c a mpa ig n s uc c e s s . The de p e nde nt va ria ble is c ou nte rins urg e nc y s uc c e s s o r “ vic to ry. ” This va riab le is a d ummy c o de d “ 1 ” if the inc umb e nt de f e a te d the i nsurg ency in th e year a deca pita tio n strike o ccurred. As in Ta ble 3 , the rig ht- h an d si de va ria ble in the reg ressio ns presented in Ta ble 4 is the success or failure of leadership targeting events. The re s ults s hown in Ta ble 4 s u g ge s t tha t c a mpa ig n s uc c e s s is a ls o mo re like ly f o llowing s uc c e s s f ul le a de rs hip re mova ls . The e s tima te in the firs t column suggests that incumb ents are 32 p ercentage p oints more likely to de f e a t ins urg e nc ie s in ye ars whe re c ou nte rins urg e nts re move to p ins urg e nt le a de rs tha n in ye a rs whe re s imila r a tte mpts f a il– a s iz a ble a dva nta g e . This estimate is s ignificant at the one p ercent level. Like the results rep orted 17 in the ca mpa ig n termina tio n a na lysis in Ta ble 3 , th e avera g e ca usa l effect of leadership decapitation is robust. Decapitation is significant at the one percent level in each of the four specifications; this holds in each of the Fisher exact tests. In each sp ecification, the lower b ound estimate of the 95 p ercent confidence interval is ab ove zero. Including fixed eff ects do es not significantly influence th e results. I n a ll, the e vide nc e a llows us to re j e c t the hyp o the s is tha t le a de rs hip deca pita tio n is ine ff ectual or h as a counterp ro ductive effect on counterinsurgency campaign outcomes. To the contrary, the data strongly suggest that lea dership deca pita tio n ha s imp o rta nt cau sa l eff ects; namely, removing mil ita nt lea ders en ha nces co unterinsurg ents’ pro sp ects fo r b o th quick ca mpa ig n termina tio ns a nd fo r o p era tio na l- level success . [TAB LE 4 AB O UT H ER E] 3. 2 C onfli ct Dy nam i cs 3.2.1 Intensity Ta b l e 5 d i s p l a y s t h e e s t i m a t e d c a u s a l e ffect of leadership decapitation on the inte ns ity o f vio le nc e in c o unte rins urg e nc y. Co ns is te nt with the e vide nc e tha t lea dership deca pita tio n increa ses the likeliho o d o f wa r termina tio n a nd co unterinsurg ent victo ry, the evidence a lso sug - g ests tha t lea dership deca pita tio n re duc e s ins urg e nt vio le nc e . This finding ho lds whe n e xa mine d in multiple ways . Co lumns 1 a nd 2 s how the re s ults o f ne g a tive bino mia l re g re s s io ns . The dep endent va ria ble is the numb er o f p eo ple killed by a n insurg ency in a g iven campaign-year as measured by the Global Terroris m Database. As exp ected, the s ig n o f the p o int e s tima te pre s e nte d in Co lumn 1 is in the e xp e c te d ne g a tive dire c tio n; howe ve r, it is no t s ta tis tic a lly s ig nific a nt. The s p e c ific a tio n 18 s hown in Co lumn 2 pro b e s the re s ult s hown in Co lumn 1 . The s a me ne g a tive bino mia l re g re s s io n is e s tima te d, but the Co lumn 2 s p e c ific a tio n inc lude s reg io n a nd a ttempt typ e fixed e ff e c ts . This re g re s s io n is s i gn ific a nt a t the o ne p e rc e nt le ve ,l a nd the p o int e s tima te is rou gh ly twic e the s iz e o f the c o e fficient dis playe d in Co lumn 1 , s ug g e s ting tha t o nc e time - inva ria nt a tte mpt typ e and regional e ffects are accounted for, the null hyp othesis–-that leadership 20deca pita tio n do es no t have a vio lence- reducing eff ect–-can b e rejected. The re s ults s hown in Co lu mn s 3 an d 4 provide a dditio na l e vide nc e tha t tha t le a de rs hip de c a pita tio n re duc e s ins urg e nt vio le nc e . Th e s e s p e c ific a tio ns pre s e nt the s a me ne g a tive bino mia l re g re s s io ns a s Co lu mn s 1 a nd 2 , but include the la g g ed dep endent va ria ble– -the numb er o f p eo ple killed by a n insurg ency in the ca mpa ig n-yea r b efo re ea ch a ttempt– -o n the rig ht-ha nd side. By accounting for the numb er of p eople killed by insurgencies at time t - 1 ,thelaggeddependentvariablecontrolsforcross-sect ionaldiff erences in insurg ent vio lence tha t wo uld co nfo un d identifica tio n if my identifying assumption were untrue. The re s ults s hown in Co lumns 3 a nd 4 s ug g e s t th at la g g ing the le f t- ha nd side variable do es not change the i nitial results. On the contrary, they provide additional confidence that the relationship b etween successful leadership ta rg eting an d insurg ent vio lence is neg a tive. Dep ending o n the co mbina tio n of fixed eff ects included in the sp ecifications, the p oint estimates range from - 0 .9 1 5 in Co lumn 3 to - 0 .9 7 5 in Co lumn 4 . The s e re s ults a re s ig nific a nt a t the five a nd te n p e rc e nt le ve ls , re s p e c tivel y. This evid e nc e s ug g e s ts tha t re moving lea ders ha s a vio lence-reducing effect. In the next section, I discuss the effect of leadership removal on rates of insurgent attacks. 20As b e f ore , all re gre s s ion s in c lu d e fi xe d eff e c ts f or th e d e c ad e in wh ich e ach d e c ap itation attemp t o ccu rred an d f or th e nu mb er of attemp ts th at were carried ou t d u rin g each c am - p aign - ye ar with at le as t on e atte m p t. Th is e n s u re s th at any viole n c e - re d u c in g e ff ect ob served in th e regression resu lts can n ot b e attrib u ted to u nu su ally aggress ive targetin g op e ration s or te m p oral tre n d s d u rin g th e Cold War, f or e xam p le , wh e n th e re was le s s stigma attached to targeted killing programs that aimed to eliminate enemy leaders in c ove rt op e ration s , a tre n d wh ich was at le as t te m p orarily re ve rs e d d u rin g th e 1990s . 19 3.2.2 Insurgent Attacks In this section I examine the impact of leadership decapitation on ins urgent atta cks. Levels o f vio lence a nd numb ers o f a tta cks a re useful to lo o k a t sepa ra tely because they are believed to capture different conflict dynamics. Whereas levels o f vio lence usu all y ca ptures the qua lity o f milita nt o p era tio ns– -i.e., wa s the insurg ency a ble to inflict l os ses o n g overnment a cto rs a nd civilia ns? – nu m b e r s o f a t t a ck s m e a s u r e t h e q u a n t i ty o f i n s u r g e n c i e s ’ o ve r a l l a c t i v i t i e s and reveal information ab out insurgencies’ op erational temp o.21 At t a ck s a r e d e fi n e d a s t h e nu mb e r o f i n s u r g e nt - i n i t i a t e d v i o l e nt i n c i d e nt s in a g ive n c a mpa ig n- ye a r. The da ta c o me f rom th e G TD. My s tra te gy f o r estimating the eff ect of decapitation on i nsurgent attacks is similar to that us e d to in the pre vio us s e c tion . My ba s e line s p e c ific a tio ns a re ne g a tive bino mia l re g re s s io ns , s p e c ifie d b o th with a nd witho ut fixe d e ff ec t s . To t e s t the ro bustness o f the in itia l estima tes, a la g o f the dep endent va ria ble is included on the rig ht-ha nd sid e. Ta ble 6 dis plays the re s ults . I t s hows tha t while the re is s o me e vide nc e to suggest that leadership decapitation red uces insurgent attacks, these results a re no t c o nc lus i ve . To b e s u re , the re s ults s hown in Ta ble 6 a re much le s s c o nc lus ive tha n tho s e pre s e nte d in the pre c e din g s e c tio ns . The re s ults o f the fixed e ff e c ts s p e c ific a tio ns in Co lumns 2 an d 4, f o r e xa mple , a re n eg a tive a nd s ta tis tic a lly s ig nific a nt a t the five a nd o ne p e rc e nt le ve ls , re s p ec tive ly. The e s tima te s hown in Co lumn 3 is a ls o ne g a tive , but it is s ma ll a nd s tatis tic al ly indis ting uis ha ble f ro m z e ro . As with the re s ults pre s e nte d in the pre vio us s e c tio n, the re s ults s hown he re s ug g e s t tha t o nc e time - inva ri ant a tte mpt a nd 21Ju s t as c ou nte rin s u rge nts ’ le ad e rs h ip d e c ap itation atte mp ts c an f ai l, in s u rge nt attacks c an als o f ail. Th e y c an als o b e u n p ro d u c ti ve an d in e ffi cient. Yet even an insurgency that perp etrates a high volume of unproductive attacks is likely to (1) b e feared by people living under constant threat of violence and (2) have a su ffi cient le vel of capabilities to co ordin ate an d e xe c u te th e attacks . Con s e qu e ntly, wh e n rate s of in s u rge nt attack are low or d e c re as in g, it ge n e rally m e an s th at th e y p os e a le s s e r th re at to th e p op u lation s with wh ich th e y inte rmin gle an d h ave a l owe r le ve l of c ap ab ility to in fl ic t h arm on c ou nte rin s u rge nts , govern ment o fficials, an d civilian loyalists. 20 reg io na l e ffects are accounted for, the null hyp othesis can b e rejected. Yet at first glance, we cannot b e sure of the finding’s robustness; indeed, the p o int e s tima te in Co lumn 1 , which do e s no t inc lude fixe d e ff ects or the lagged dep endent va ria ble, is unexp ectedly p osi tive. Given the estimate’s small size and large p -value, it is likely that this positive result o ccurred by chance due to random measurement error in the insurg ent atta cks da ta . If this is true, detecting deca pita tio n’s effect on attacks would b e more di fficult than detecting an effe c t o n vio le nc e . This wo uld b e th e c a s e b ec a us e the G TD’s a tta cks va ria ble (1 ) is inc lus ive o f a ra ng e o f ins urg e nt ta c tic s a nd (2 ) c o unts inc ide nts in which ins urg e nts in flic t no c a s ua ltie s , while its vio le nc e va ria ble is re s tric te d to inc ide nts in which ins urg e nts inflic t c a s ua ltie s . O f c o urs e , this is e xa c tly wha t we s e e - –th e re s ults from the violence regressions are more consistently negative and statistically significant than results of the attacks regressions. Despite this evidence, b etter da ta wi ll b e ne e de d b e f o re a p e rs ua s ive a rg ume nt c a n b e ma de a b o ut the e ffect of decapitation on insurgent attacks. 4 S u c c e s s a n d F a i l u r e Ta rg e ting ins urg e nt le a de rs is a g a me o f cha nc e . Mo re bids to c a pture o r kill ins urg e nt le a de rs f a il tha n s uc c e e d. B ut wha t a re the c o ns e que nc e s o f f a ilure ? The e le me nt o f cha nc e in le a de rs hip ta rg e ting e na ble s c a us a l ide ntific a tio n. The e vide nc e pre s e nte d a b ove s ug g e s ts tha t the s e o utc o me s – successful versus failed decapitation strikes–-have a significant impact on the dyna mics a nd o utco mes o f co unterinsu rg ency ca mpa ig ns. Like previo us studies of leadership decapitation in war, the purp ose of this study is to explain the impact of removing enemy leaders on military eff ectiveness in wa r . W h i l e i t i s t e m p t i n g t o a t t r i b u t e t h e c a u s a l e ff ects identified ab ove to successful leadership targeting, doing so would b e misleading. Because my identifica tio n stra teg y do es no t include a n untrea ted co ntro l g ro up-– it in stead 21 uses exo g eno us va ria tio n in successful a nd fa iled a ttempts- – the p o ssibility tha t failed attempts are driving the observed rel ation ships cannot b e ruled out. Sp ecifica lly, the puta tive neg a tive externa lities o f fa iled d eca pi tatio n strikes could underlie the identified effe c ts . Tha t is , whe n the ta c tic s c o mmo nly used in deca pita tio n strikes, such a s b o mbing s a nd ra ids, fa il to elimina te insurg ent lea ders but incite ma ss res entment, fa iled a ttempts co uld decreas e the cha nces o f wa r termina tio n a nd co unterinsurg ent victo ry a nd increa se the ch a n c e s o f e s c a l a t e d l e ve l s o f i n s u r g e nt v i o l e n c e . To a ddress this p o tentia l is sue, I a ssess the impa cts o f b o th successful a nd failed decapitation strikes on counterinsurgency outcomes. Identifying the indep endent e ff ects of success and failure alone is more difficult than identifying the di ffe re nc e b e twe e n the m b e c a us e while the e vide nc e s ug g e s ts tha t the success of decapitation strikes is exogenous conditional on an attempt taking pla ce, deca pita tio n strikes themselves do no t o ccur a t ra ndo m. Trea tin g them as if they do risks conflating the e ff ects of successful and failed decapitation s trike s with cha ng e tha t wo uld have o c c urre d re g a rdle s s . Fo r e xa mple , if de c a pita tio n s trike s a re mo re like ly to o c c ur whe n c o unte rins urg e nts b e lie ve tha t ins urg e nts a re g rowing , o r a re g o ing to g row, in s tre ng th a nd le th ali ty, they have a n i ncentive to strike a t the insurg ency’s lea dership fro m a p o sitio n o f re la tive we a kne s s . This dyna mi c a pp e a rs to b e mo tiva ting the U.S .’ escalation of high-value targeting in Pakistan’s Federally Administered Tribal Are a s (FATA). This c o uld le a d a na lys ts to e rro ne o us ly a ttribute a ny o bs e rve d g rowth in milita nc y to hig h- va lue ta rg e ting a tte mpts , e ve n th ou g h hig h- va lue ta rg eting mig ht have ha d no impa ct o n the insurg ency’s ca pa bilities.22 Pro p e ns ity- s c o re ma tching is the b e s t to o l ava ila ble f o r a ddre s s ing this cha lle ng e . Pro p e ns ity- s c o re ma tching us e s o bs e rva b le cha ra c te ris tic s to pre dic t deca pita tio n strikes a nd uses th is info rma tio n to stra tify th e sa mple into simila r 22Ale xan d e r Down e s (2008) c onvin c in gly m ake s an an alogou s argu m e nt ab ou t s tate s ’ decisions to use force against civilians d uring desp erate moments of inters tate wars. For a g e n e r a l t h e o r y o f l e a d e r s ’ d e c i s i o n s t o “ g a m b l e f o r r e s u r r e c t i o n ” i n w a r , s e e ( G o e m a n s 2000). 22 23control and treatment Stra tifying the sa mple in this way ena groups. bles me to c o mpa re s imila r ye a rs with a nd witho ut de c a pita tio n s trike s a s if the y we re s imila r tre a tme nt a nd c o ntro l g ro ups . Co mpa re d with e xp e rime nta l and quasi-exp erimental approaches, the ma jor weakness of matching is that assignment to treated and control groups is based on observables. Without f ull knowle dg e o f the da ta - ge n era tin g pro c e s s , it re ma ins p o s s ible tha t my e s tima te s will b e bia s e d due to s e le c tio n o n uno bs e rva bl es . While s e le c tio n bia s is a p o te ntia l c o nc e rn whe n us ing a ny ma tching e s tima to r, ma tching re ma ins ausefultechniqueforscholarsseekingtoiden tifycausaleff ects b ecause it ensures sample balance on obs ervables an d excludes extreme counterfactu als (King a nd Z e ng 2 0 0 6 ). To implement this ap pro ach, fo r a ll co untries c engaged in counterinsurgency campaigns in all years t , I us e the f o llowing e qua tio n: P ( AT T E M P T c t )=F ( pX ct ) This e s tima to r is us e d to pre dic t a tte mpts c o nditio na l o n o bs e rva ble s . Based on the predicted probabilities estimated from this equation, I form four blo cks, deno ted by b ,forvaryinglevelsofthepropensityscoreandthencheck the ba la nce o n the trea tment a nd co ntro l cova ria tes in ea ch blo ck. O nce the sample is stratified and balanced, I estimate regressions using the equation: yi = aßSU C C E + ß F AI L U R + yib + eib b SS ib Eib Fo r m o r e o n p r o p e n s i t y - s c o r e m a t c h i n g , s e e , e . g . , H o e t a l . ( 2 0 0 7 ) ; C a l i e n d o a n d Ko p e i n i g 2 0 0 5 ; a n d R u b i n 2 0 0 6 . 23 whe re a b indica tes fixed eff ects for each prop ensity score blo ck. 2 3 4. 1 P r edi cti ng Attem pts Before estimating the e ffects of s ucces sful and failed decapitation strikes, I e xa mine whe the r pre - tre a tme nt c ova ria te s in my da ta s e t c a n pre dic t the o bs e rve d de c a pita tio n s trike s . Ta ble 7 s hows ma rg ina l e ffects of probit regress io ns tha t inc lude the s a me va ria ble s u s e d in Ta ble 2 . The re s ults dis p laye d in Co lumns 2 a nd 6 o f Ta ble 7 s how tha t inc umb e nt G DPPC is a s ig nific a nt pre dic to r o f de c a pita tio n a tte mpts . This is intuitive ; we a lthie r g ove rnme nts are more likely than p o orer governments of have the material capabilities ne c e s s a ry to a g g re s s ive ly ta rg e t ins urg ent le a de rs . It is like ly tha t G DPPC proxies no t o nly co nventio na l milita ry ca pa bilities, but tha t g overnments of rich countries are more likely to have the necessary resources to develop sophisticated surveillance technology and to acquire other intelligence adva n t a g esthatcanbedeployedselectivelyagainstinsurgentlea ders.When avariablemeasuringcounterinsurgents’total numberofmilitarypersonnel in the yea r b efo re deca pita tio n a ttempts– a proxy o f co untries’ co nventio na l milita ry p ower– is included o n the left- ha nd side o f the regress io n sp ecified in Co lumn 6 , the e s tima te d ma rg ina l e ff e c t o f G DPPC de c re a s e s o nly s lig htly, f ro m 0 .0 4 9 to 0 .0 3 9 . The s ta nda rd e rro r o f the e s tima te in Co lumn 6 re ma ins consistent, at 0.019, and the res ult is significant at the five p ercent level (p -value = 0.027).24 [TAB LE 7 AB O UT H ER E] 24Th is s p e c ifi c ation is s im p ly to illu s trate th at th e ob s e rve d re lation s h ip b e twe e n GDP P C an d d e c ap itation atte m p ts d o e s n ot ch an ge wh e n a d ire c t m e as u re of c onve ntion al m ilitary p owe r is in c lu d e d . In th e inte re s t of s p ac e , th e s e re s u lts are n ot p re s e nte d in Tab le 6. 24 4. 2 The Im pacts of Successful and Fai l ed Decapi tati on Str i kes Ta ble 8 s hows s e pa ra te e s tima te s o f the e ffects of successful and failed decapitation attempts on campaign termination and success. For each of these two de p e nde nt va ria ble s , thre e s p e c ific a tio ns a re pre s e nte d. The re s ults o f a n O LS re g re s s io n witho ut c o ntro ls , fixe d e ffects, or prop en sity score matching a re dis playe d in Co lu mn 1 . The s p e c ific a tio n s h own in Co lumn 2 inc lude s control variables and attempt typ e and region fixed eff ects; and the estimates in Co lumn 3 inc lude a ll o f the s e re g re s s o rs a nd us e pro p e n s ity- s c o re ma tching . Altho ug h the cavea t a b o ut identifi ca tio n ba sed o n ma tching is releva nt, the results in Ta ble 7 sug g est rea so n to b elieve tha t successful deca pita tio n strikes, not failed attempts, drive the effects observed in the previous section. The e s tima te s the ms e lve s a re c o ns is te nt with tho s e dis playe d in Ta ble s 3 a nd 4. Sp ecifically, the e ff ect of successful decapitation strikes remains similar in s iz e ; a s uc c e s s f ul de c a pita tio n s trike is a s s o c ia te d with a 2 7 p e rc e nta g e p o int increa se (sta nda rd erro r = 0 .0 7 3 ) in the pro ba bility o f termina tio n during the ye a r in which the de c a pita tio n a tte mpt o c c urre d. Like wis e , a s uc c e s s f ul de c a pita tio n s trike is a s s o c ia te d with a 2 9 - p e rc e nta g e p o int inc re a s e (s ta nda rd error = 0.070) in the probabili ty of counterinsurgent victory during the year in which the de c a pita tio n s tri ke o c c urre d. B o th re s ults a re s ig nific a nt a t the one p ercent level. In contrast, the e ff e c t o f f a ilure is indis ting uis ha ble f ro m z ero . The p oi nt estimate of failed attempts is negative in four of the six regressions, s ugges ting tha t fa iled deca pita tio n strikes co uld have a cou nterpro ductive e ff ect. However, the p o int estimates o f fa iled a ttempts a re s ma ll, a nd the p - va lue s , which ra ng e fro m 0 .3 5 6 to 0 .7 8 8 , do no t a ppro a ch the sta nda rds o f so cia l scientific inference. Beca use the p o int estima tes a re sma ll a nd sta tistica lly insig nifica nt, the i mp act o f fa iled a ttempts– if o ne exists– ca nno t b e distin gu ished fro m zero . The re s ults a re s imila r whe n e xa mining b o th the unma tche d a nd the ma tche d sample and are robust to the inclu sion of fixed eff ects and controls, suggesting 25 tha t it is s u cc e s s f ul ta rg e ting o f ins urg e nt le a de rs ra the r tha n blowba ck f ro m failed attempts that underlies the effects identified ab ove. [TAB LE 8 AB O UT H ER E] 5 C o n c l u s i o n This s tudy us e d a ne w e mpiric a l a ppro a ch to inve s tig a te the e mpiric a l e ff ects of leadership decapitation. Sp ecifically, failed decapitation attempts were us e d a s c o ntro ls f o r s uc c e s s f ul le a de rs hip re mova ls . Th is a ppro a ch minimiz e s uno bserved hetero g eneity; imp o rta ntly, th e exo g eneity o f lea dership remova ls, conditional on attempts to remove leaders taking place, helps to avert any s ys te ma tic re ve rs e c a us a lity in the a na lys is . This is imp o rta nt, a s pre viou s s tudie s have b e e n una ble to de mo ns tra te whe the r o bs e rve d e ffects reflect deca pita tio n’s indep endent impa ct o n wa rtime e ff ectiveness or if they reflect counterinsurgents’ previous mili tary effectivenes s. Pre vio us s cho la rly re s e a rch o n le a de rs hip de c a pita tio n s ug g e s ts tha t re moving enemy lea ders is a t b est ine ff ective and at worst counterpro ductive, R e g a rdle s s o f whe the r the a dve rs a ry is a s ta te , a te rro ris t o rg a niz a tio n, o r a guerrilla insurgency, scholars suggest that p olicies of leadership decapitation and high-value targeting have little military value. Implicit in these claims is the premise tha t lea dershi p plays a seco nda ry ro le in determining wa rtime outcomes. As a result, diverting scarce resources from more pro ductive e ff orts is b o th distra cting a nd inefficient (Pap e 1996; David 2002; Pap e 2003; Ho ff ma n 2 0 0 6 ). R e c e nt s cho la rly tre a tme nt pus he s this p e rs p e c tive a s te p f urthe r. The author of a prominent 2009 study claims that leadership decapitation is not just ineffectual, but that it is counterpro ductive to eff ective counterterrorism 26 (Jo rda n 20 0 9 , 7 5 3 - 7 5 4 ). She a rg ues tha t deca pita tio n stra teg ies a re pa rticula rly c o unte rpro duc tive whe n us e d a g a ins t la rg e r a nd o lde r o rg an iz ati on s or o rg a niz a tio ns with re lig io us a nd/ o r s e pa ra tis t a ims . All o f these studies provide insig htful theo retica l expla na tio ns o f lea dership deca pita tio n’s puta tive in e ff ectiveness, but each suff ers from the inferential is s ue s de s c rib e d a b ove . The ke y c o nc e rn is s e le c tio n bia s . Un like this pa p e r, which us e s pro b e s the re la tio ns hip b e twe e n a tte mpts to re move le a de rs a nd observed conditions prior to the attempts, previous studies fail to systema tic a lly inve s tig a te whe the r o the r co mmo n f a c to rs a re co rre la te d with b o th lea dership remova l a nd milita ry ineff ectiveness. While the observable eff ects of lea dership deca pita tio n certa inly ca n a nd do va ry fro m ca se-to -ca se, scho la rs’ neg lect o f these issu es ma kes it difficult to tra nsla te the finding s o f existing studies into a general u nderstanding of the eff ects of removing enemy leaders. The finding s o f this s tudy c a s t do ubt on e a rlie r c la ims tha t le a de rs hip deca pita tio n do es no t wo rk. On the contrary, the evidence presented in this pap er suggests that (1) killing o r ca pturing insurg ent lea ders is neither i ne ffective nor counterproductive a nd (2 ) the e ffect of removing insurgent leaders is not endogenous to pre - e xis ting ba ttle fie ld a dva nta g e s . The s e re s ults a re c o ns is te nt with the re s ults o f o the r s tud ie s in which s cho la rs h ave a tte mpte d to us e a ppro pria te counterfactuals to i dentify the causal eff ects of leadership decapitation (Jones a nd O lke n 2 0 0 9 ; Pric e 2 0 0 9 ). All thre e s tudie s find e vide nc e , f o r e xa mple , tha t le a de rs h ip de c a pita tio n ma ke s the te rmina tio n o f low- inte ns ity c o nflic ts mo re likely. Ano ther imp o rta nt co ntributio n o f this stud y is th at it credibl y demo nstrates that battlefield advantages do not drive observed p ositive effects of de c a pita tio n (s e e a ls o Jo ne s a nd O lke n 2 0 0 9 ). Put differently, leadersh ip deca pita tio n in co unterinsurg ency is o n avera g e a ca use, no t a n co nsequence, of military e ff e c tive ne s s . This s ug g e s ts th at ins urg e nt le a de rs a re c ritic a lly imp o rta nt in determining the fa tes o f their o rg a niza tio ns. Altho u gh fa iled 27 de c a pita tio n s trike s a re no t with ou t c o s ts , f a ile d a tte mpts a pp e a r to have few negative consequences in terms of the outcomes that are most imp ortant to p o licyma kers- – reducing insurg ent vio lence a nd a chieving quick, favo ra ble campaign resolutions. Whether b eca us e o f their mo biliza tio n ca pa city, cha risma , o r o p era tio na l skills and exp ertise, leaders matter. We can profit by paying more attention to how, whe n, a nd whe re the y ma tte r mo s t. Fo r s tude nts o f s e c urity s tu die s , additional study is needed on how variations in the ways insurgent leaders a re re move d– tha t is , whe the r le a de rs a re c ap ture d o r kille d– impa c t c o unte rinsurgency eff e c tive ne s s . Pre limina ry a na lys is o f this que s tio n, in b o th la rg e - N and case study research, comes to varying conclusions. While some scholars do no t find e vide nc e tha t the way in which le a de rs a re re move d ma tte rs (Jo hnsto n 2 0 0 9 a ; Sta eheli 2 0 1 0 ), o thers sug g est tha t ca pturing enemy lea ders ha s more stra teg ic va lue d ue to the p o tentia l intellig ence dividend s tha t c a n b e g a ine d in p o s t- c a pture inte rro g a tio ns (Cro nin 2 0 0 6 ). Mo re re s e a rch is a lso n eed ed to test a no ther co mmo n, but l arg ely untested, a ssumptio n ab out leadership decapitation: that terrorist organization’s organizational s truc ture s , pa rtic ula rly the e xte nt to which the ir c o mma nd is de c e ntra liz e d or networked, can a ffe c t the pro ba bility tha t le a de rs hip de c a pita tio n will wo rk. Jo rda n (2 0 0 9 ) pro b e s this que s tio n by e xa mining g ro ups with diff ering aims, but b etter measurement of organization itself is needed to advance this resea rch pro g ra m. The s e finding s have implic a tio ns f o r p o lic y. The pre va iling vie w in the United Sta tes is tha t “ deca pita ting ” milita nt o rg a niza tio ns is a t b est inef- f e c tua l a nd a t wo rs t c o unte rpro duc tive . Pro p o ne nts o f this vie w a rg ue tha t irreg ula r threa ts a re b etter a ddressed thro ug h co mprehensive stra teg ies o f “ c o unte rins urg e nc y,” in which o p e ra tio ns a re c o nduc te d with the multif a c e te d aims of building capable central governments, loyal and sustainable security apparatuses, improving governance and decreasing corruption, and fostering e c o no mic d e ve lo pme nt. Pro p o ne nts o f this vie w a rg ue , e ithe r e xplic itly o r 28 implic itly, tha t “ c o unte rte rro ris m” s tra te gi es , in which milita ry o p e ra tio ns are fo cused on direct action against militant networks, are unlikely to work against insurgencies b ecause they do not target the p opulation, a key source o f ins urg e nt re s o urc e s . The y s ug g e s t tha t dire c t a c tio n a g a ins t ins urg e nt lea ders ca n ina dvertently a id insurg encies by a liena tin g civilia ns a nd sipho ning reso urces fro m “ p o pula tio n- centric” initia tives. While p o pula r supp o rt ca n certa inly play a n imp o rta nt ro le in insurg ency and counterinsurgency, the present study finds no evidence that targeting milita nt lea ders undermines e ffectiveness in irregular war. Strictly from a strategic p ersp ective, the evidence presented here s uggests that dismissing lea dership deca pita tio n fro m co untermili tan cy p o licy o n the ba sis o f e ffica cy alone would b e a mistake. Yet the only ma jor finding of this study is that the ava i l a b l e e v i d e n c e s u g g e s t s t h a t l e a d e r s h i p d e c a p i t a t i o n c a n h e l p t o a ch i e ve milita ry a nd p o litica l g o a ls; it do es n o t investig a te the rela tive eff ectiveness of high-value targeting versus alternatives that are available to p olicymakers, no r d o es it a ddress the no rma tive co nsidera tio ns invo lved in targ eted killing pro g ra ms . Co ns e que ntly, us ing this s tudy a s th e ba s is f o r s e le c ting o ne set of counterinsurgency or counterterrorism tactics over another would b e ina ppro pria te. Tha t s a id, the e vide nc e do e s de mo ns tra te tha t ta rg e ting milita nts d ire c tly can play an indep endent role in disrupting and defeating insurgencies. While p o lic y s ho uld b e ma de o n a c a s e - by- c a s e ba s is , the e vide nc e s howing tha t removing insurg ent lea ders ha s o n averag e a dva nced to p o licy g o a ls impl ies tha t direct a ctio n a ppro a ches ca n wo rk a nd tha t la rg e na tion bu ilding eff orts mig ht no t b e ne c e s s a ry f o r c o unte ring milita nc y s uc c e s s f ully. Th e re is little general evidence that “light fo otprint” approaches, such as that prop osed for the Afg ha nista n Wa r by Austin Lo ng (Lo ng 2 0 1 0 ), ca nn o t lea d to successful o utc o me s while a ls o re duc ing th e c o s ts o f c ou nte ring unc o nve ntio na l thre a ts . The implic a tio ns o f this p e rs p e c tive a re s ig nific a nt. The Unite d Sta te s ’ wa rs in Afg ha nista n a nd Iraq wa rs have stretched U.S. tro o ps to nea r-ca pa city 29 and, as of Summer 2009, had cost the U.S. more than $750 billion in direct milita ry exp enditures. America n p o licyma kers a re now lo o king fo r a lterna tive approaches to counterinsurgency and counterterrorism that can yield e ff ective and sustainable results. Approaches that target militants directly, using both persuasion and coercion, are currently being discussed in Washington as via ble a lterna tives to p o pula tio n- centric a ppro a ches. Additio na l a na lysis of how these ta ctics a ffect militancy is a pre-requisite to informed p olicy. 30 References Angrist, Joshua D , “ Es tima tio n o f Limi ted - De p e nde nt Va ria ble Mo de ls with Dummy Endo g e no us R e g re s s o rs : Simple Stra te g ie s f o r Empiric a l Pra c tic e ,” Ja nua ry 2 0 0 0 . Bal ce l l s, Lai a, “ R iva lry a nd R e ve ng e : Vio le nc e a g a ins t Civilia ns in Co nve ntio na l Civil Wa rs ,” Inter national Studies Quar ter ly ,2009. Caliendo, Marco and Sabine Kop einig , “ So me Pra c tic a l G uida nc e for the Impl eme nta tio n o f Pro p en s ity Sc o re Ma tching ,” Institute for the Study of Labor Wor king Paper No. 1588 , May 2 0 0 5 . C hi o zza, Gi aco m o and H e i n E . Go e m ans, “ I nte rna tio na l Co nflic t a nd the Te nure o f Le a de rs : I s Wa r Still Ex Po s t I ne fficient?,” Am e r i ca n Journal of Political Science,2004,48 (3 ), 6 0 4 – 6 1 9 . Cronin, Aud rey Kurth , “ How a l- Q a ida Ends : The De c line a nd De mis e o f Terro rist Gro ups,” Inter national Secur ity ,Summer 2006,31 (1 ), 7 – 4 8 . David, Stephen R, “ Fa ta l Cho ic e s : I s ra e l’s Po lic y o f Ta rg e te d Killing ,” Mideast Secur ity and P olicy St udies ,2002,51 ,1–25. Downes, Alexander B , Ta r g e t i n g C i v i l i a n s i n Wa r , I tha c a , NY: Co rne ll Unive rs ity Pre s s , 2 0 0 8 . Fearon, James D. and David D. Laitin , “ Civil Wa r Te rmina tio n,” Mimeo, Stanford Univer sity,September 2008. Fi she r , R. A . , “ The Lo g ic o f I nduc tive I nf e re nc e ,” Journal of the Royal Statistical Society ,1935,98 (1 ), 3 9 – 8 2 . Gl e di t sch, N i l s Pet t e r , Pe te r Wal l e nst e e n, Mi kae l E ri ksso n, Mar gareta Sollenb erg, and Havard Strand , “ Arme d Co nflic t 1 9 4 6 - 2 0 0 1: ANewDataset,” Journal of Peace Research,September2002,39 (5 ), 615–637. 31 Go e m ans, H . E , Wa r a n d p u n i s h m e n t : T h e C a u s e s o f Wa r Te r m i n a t i o n and the Fir st Wor ld War, Princ e to n, NJ: Princ e to n Unive rs ity Pre s s , 2000. H o , Da ni e l E . , Ko suke Im ai , Gar y Ki ng , and E l i zab e t h A . St uar t , “ Ma tching a s No npa ra me tric Pre pro c e s s ing f o r R e duc ing Mo de l De p e nde nc e in Pa ra me tric Ca us a l I nf e re nc e ,” Political Analysis,July2007,15 (3 ), 1 9 9 – 2 3 6 . Ho ff man, Bruce , Combating Al Qaeda and the Militant Islamic Threat , Sa nta Mo nic a , CA: The R AND Co rp o ra tio n, 2 0 0 6 . Hosmer, Stephen T. , Operations against E nemy Leader s , Sa nta Mo nic a , CA: R AND Co rp o ra tio n, 2 0 0 1 . III, John A. Warden, Employing Air Power in the Twenty-First Century, Ma xwe ll Air Fo rc e B a s e , AL: Air Unive rs ity Pre s s , 1 9 9 2 . Iqbal , Za r yab and Chr i st o pher Z or n, “ The Po litic a l Co ns e que nc e s of Assa ssina tio n,” Journal of Con flict Resolution,2008,52 (3 ), 3 8 5 – 4 0 0 . ITAR-TASS N ews Ag ency , “ Du daye v’s Aide Cla ims As s a s s ina tio n Attempt o n Dudayev’s Life,” BBC Summary of W orld Broadcasts,August 14 1995. Jo hnst o n, Pat r i ck, “ The E ff e c tive ne s s o f Le a de rs hip De c ap ita tio n in Co unte rins urg e nc y,” in “ CI SAC So c ia l Sc ie nc e Se mina r” Sta nf o rd Unive rs ity May 2 0 0 9 . Jo hnst o n, Pat r i ck B., “ The Tre a tment o f Civilia ns in E ff e c tive Co unte rins urg e nc y O p e ra tio ns .” PhD dis s e rta tio n, No rthwe s te rn Unive rs ity De c e mb e r 2 0 0 9 . 32 Jo nes, Benjami n and Benjami n Ol ken, “ Hit o r Mis s ? The E ffect of Assa ssina tio ns o n In stitutio ns a nd W a r,” M a c r o e c o n o m i c s , J u l y2 0 0 9 , 1 (2 ), 5 5 – 8 7 . Jo r dan, Jenna,“WhenHeadsRoll: AssessingtheEffectiveness of Leadership De c a pita tio n,” Secur ity Studies,2009,18 (4 ), 7 1 9 – 7 5 5 . Kal yvas, St at hi s N ., The Logic of Violence in Civil War , Ne w Yo rk: Ca mbridg e Unive rs ity Pre s s , 2 0 0 6 . Ki ng , Gar y and Lang che Z e ng, “ The Da ng e rs o f Extre me Co unte rf a c tuals,” Political Analysis,April 2006,14 (2 ), 1 3 1 – 1 5 9 . Kno t t , St e phe n F, Secret and Sanctioned: Cover t Operations and the Am e r i ca n P re s i d e n c y , Ne w Yo rk: O xf o rd Unive rs ity Pre s s , 1996. Lo ng , A ust i n, “ Sma ll is B e a utif ul: The Co unte rte rro ris m O ptio n in Afg ha nista n,” Or bis,2010,54 (2 ), 1 9 9 – 2 1 4 . Lyal l , Jaso n and Isai ah Wi l so n, “ R a g e Ag a ins t the Ma chine s : Expla ining O utc o me s in Co unte rins urg e nc y Wa rs ,” Inter national Organization ,2009, 63 (1 ), 6 7 – 1 0 6 . Pa p e , R o b e r t A . , Bombing to Win: Air Power and Coercion in War,Ithaca, NY: Co rne ll Unive rs ity Pre s s , 1 9 9 6 . , “ The Stra te g ic Lo g ic o f Suic id e Te rro ris m,” Am e r i ca n P o l i t i ca l S c i e n ce Re v i e w ,August 2003,97 (3 ), 3 4 3 – 3 6 1 . Price, Bryan , “ R e moving the De vil Yo u Know: U nrave ling the Puz z le Behind Decapitation Effe c tive ne s s a nd Te rro ris t G ro up Dura tio n.” PhD dis s e rta tio n, Sta nf o rd Unive rs ity, Pa lo Alto , CA 2 0 0 9 . Rubi n, Do nal d B., Matched Sampling for Causal E ffec t s , Ca mbridg e : Ca mbridg e Unive rs ity Pre s s , 2 0 0 6 . 33 St aehel i , Paul W., “ Co lla ps ing In s urg e nt O rg a niz a tio ns Thro ug h Le a de rs hip De c a pita tio n: A Co mpa ris o n o f Ta rg e te d Killing a nd Ta rg e te d I nc a rc e ra tio n in I ns u rge nt O rg a niz a tio ns .” M.a . the s is , Nava l Po s t- G ra dua te Scho o l Ma rch 2 0 1 0 . St ani l and, Paul, “ De f e a ting Tra ns na tio na l I ns urg e nc ie s : The B e s t O ffense Is a Go o d Fence,” The Washington Quar ter ly ,2005,29 (1 ), 2 1 – 4 0 . Thomas, Ward , “ No rms a nd Se c urity: The Ca s e o f I nte rna tio na l As s a s s ina tio n,” Inter national Secur ity ,2000,25 (1 ), 1 0 5 – 1 3 3 . Tab le 1 : A re S ucces s f ul and Fai led Attem pts S i m i lar? Pai rwi s e T - T e sts of S am ple B alance DV : S u c c e s s S u c c e s s Fa i l u r e D i fference p -Val ue De mo c ra c y 0 .5 9 0 .5 3 0 .05 0 .4 2 (0 .0 5 ) (0 .0 4 ) (0 .0 7 ) G DPPC 7 .6 9 7. 70 - 0 .0 1 0 .9 5 (0 .1 3 ) (0 .1 5 ) (0 .2 ) Po pula tio n 1 1 .1 3 1 0 .3 6 0 .7 7 0 .07 (0 .3 2 ) (0 .2 7 ) (0 .4 2 ) Milita ry Pe rs o nne l 5 .2 4 4 .9 5 0 .2 9 0 .4 5 (0 .2 9 ) (0 .2 5 ) (0 .3 8 ) Ele va tio n 5 .8 7 6 .0 9 - 0 .2 3 0 .41 (0 .2 4 ) (0 .1 4 ) (0 .2 7 ) Dis ta nc e 5 .1 5 5 .3 5 - 0 .1 9 0 .7 1 (0 .3 8 ) (0 .3 4 ) (0 .5 1 ) Observations 45 58 34 Tab le 2 : A re S ucces s f ul and Fai led Attem pts S i m i lar? Evi d ence f rom M ulti vari ate Reg res s i ons DV : S u c c e s s ( 1 ) ( 2 ) ( 3 ) ( 4 ) De mo c ra c y - 0 .1 0 1 0 .0 0 2 - 0 .3 5 1 - 0 .1 8 6 (0 .2 6 0 ) (0 .2 54 ) (0 .2 9 4 ) (0 .3 2 8 ) G DPPC - 0.0 2 6 0 .0 7 9 0 .0 82 0 .1 1 4 (0 .0 8 6 ) (0 .0 89 ) (0 .1 0 7 ) (0 .1 1 4 ) Po pula tio n 0.1 3 2 * * 0 .0 6 8 0 .0 0 8 0 .0 4 3 (0 .0 5 2 ) (0 .0 54 ) (0 .0 7 2 ) (0 .0 8 1 ) Ele va tio n - 0 .0 1 4 - 0 .0 2 0 0 .0 5 1 - 0 .0 3 4 (0 .0 4 1 ) (0 .0 4 3) (0 .0 6 1 ) (0 .0 6 5 ) Dis ta nc e - 0 .0 5 5 - 0 .0 2 2 - 0 .1 04 * * - 0 .0 2 9 (0 .0 3 7 ) (0 .0 3 5) (0 .0 4 6 ) (0 .0 5 1 ) Typ e FE No Yes No Yes Region FE No No Yes Yes Observations 72 72 71 71 Robust standard errors in parentheses *** p< 0.01, ** p < 0.05, * p < 0.1 35 3 6 Tab le 3 : L ead ers hi p Decapi tati on and C am pai g n T erm i nati on DV : Te r m i n a t i o n ( 1 ) ( 2 ) ( 3 ) ( 4 ) Success 0.2 7 3 * * * 0 .2 9 0 * * * 0 .2 4 9 * * * 0 .2 6 0 * * * (0 .0 7 9 ) (0 .0 8 1 ) (0 .0 8 8 ) (0 .09 1 ) Co ns ta nt - 0 .1 4 0 * * - 0 .3 1 9 * * - 0 .2 5 9 * * - 0 .4 2 7 * * (0 .0 6 8 ) (0 .1 2 6 ) (0 .1 1 2 ) (0 .17 9 ) Typ e FE No Yes No Yes Region FE No No Yes Yes R-squared 0.154 0.202 0.211 0.265 Observations 103 103 103 103 Robust standard errors in parentheses *** p< 0.01, ** p < 0.05, * p < 0.1 Tab le 4 : L ead ers hi p Decapi tati on and C am pai g n S ucces s DV : V i c t o r y ( 1 ) ( 2 ) ( 3 ) ( 4 ) Success 0 .3 2 1 * * * 0 .3 3 8 * * * 0 .2 8 7 * ** 0 .3 10 * * * (0 .0 7 3 ) (0 .0 7 5 ) (0 .0 8 0 ) (0 .0 8 4 ) Co ns ta nt - 0 .1 7 3 * * - 0 .4 1 6 * * * - 0 .2 5 5 * * - 0. 50 5 * * * (0 .0 7 5 ) (0 .1 2 9 ) (0 .1 1 0 ) (0 .1 7 1 ) Typ e FE No Yes No Yes Region FE No No Yes Yes R-squared 0.210 0.318 0.261 0.384 Observations 103 103 103 103 Robust standard errors in parentheses *** p< 0.01, ** p < 0.05, * p < 0.1 37 Tab le 5 : L ead ers hi p Decapi tati on and C onf li ct I ntens i ty DV : I nt e n s i ty ( 1 ) ( 3 ) ( 5 ) ( 7 ) Success - 0 .7 7 4 - 1 .9 9 4 * * * - 0 .8 9 8 * * - 1 .6 3 7 * * * (0 .4 9 4 ) (0 .4 2 6 ) (0 .4 3 2 ) (0 .4 2 0) Co ns ta nt - 1 .6 7 7 * - 1 .6 4 0 * - 1 .3 2 8 - 1 .3 0 8 (0 .8 9 0 ) (0 .8 6 8 ) (0 .8 9 9 ) (0 .9 5 0) Typ e FE No Yes No Yes Region FE No Yes No Yes Observations 102 102 90 90 Robust standard errors in parentheses *** p< 0.01, ** p < 0.05, * p < 0.1 Tab le 6 : L ead ers hi p Decapi tati on and I ns urg ent Attacks DV : At t a c k s ( 1 ) ( 2 ) ( 3 ) ( 4 ) Success 0 .2 1 2 - 0 .7 2 8 * * - 0 .0 9 2 - 1 .6 8 5 * * * (0 .4 8 0 ) (0 .3 2 8 ) (0 .3 2 5 ) (0 .4 4 4 ) Co ns ta nt - 0 .9 2 5 * - 1 .4 2 0 * - 0 .51 4 - 1 .3 9 2 * (0 .5 5 2 ) (0 .8 6 0 ) (0 .3 9 9 ) (0 .8 1 1 ) Typ e FE No Yes No Yes Region FE No Yes No Yes Observations 102 102 90 90 Robust standard errors in parentheses *** p< 0.01, ** p < 0.05, * p < 0.1 38 Tab le 7 : Pred i cti ng Decapi tati on Atte m pts DV : At t e m p t ( 1 ) ( 2 ) ( 3 ) ( 4 ) ( 5 ) ( 6 ) De mo c ra c y 0. 03 1 0 .0 2 2 (0 .0 4 1 ) (0 .0 4 6 ) G DPPC 0 .0 4 9 * * * 0 .0 3 9* * (0 .0 1 7 ) (0 .0 1 9 ) Po pula tio n -0 .0 0 2 -0 .0 0 8 (0 .0 0 7 ) (0 .0 1 0 ) Ele va tio n - 0 .0 0 1 0 .0 0 0 (0 .0 0 7 ) (0 .0 0 6 ) Dis ta nc e - 0 .0 0 1 0 .0 0 0 (0 .0 0 4 ) (0 .0 0 5) Observations 833 790 747 926 926 741 Robust standard errors in parentheses *** p< 0.01, ** p < 0.05, * p < 0.1 39 Tab le 8 : T he I m pact of S ucces s f ul vs . Fai led Attem pts DV Te r m i n a t i o n V i c t o r y (1 ) (2 ) (3 ) (4 ) (5 ) (6 ) Success 0 .2 8 2 * * * 0 .2 8 4 * * * 0 .2 8 4 * * * 0 .2 9 6* * * 0 .2 8 9 * * * 0 .2 8 8 * * * (0 .0 7 2 ) (0 .0 7 3 ) (0 .0 7 4 ) (0 .0 69 ) (0 .0 7 0 ) (0 .0 7 0 ) Fa i l u r e - 0 . 0 1 0 - 0 . 0 2 2 - 0 . 0 3 0 - 0 . 0 1 6 - 0 . 0 2 2 - 0 . 0 2 1 (0 .0 3 7 ) (0 .0 3 7 ) (0 .0 3 3 ) (0 .0 27 ) (0 .0 2 8 ) (0 .0 2 8 ) Co ns ta nt 0.0 3 9 0 .1 5 5 0 .0 2 8 0 .0 2 0 0 .01 2 - 0 .2 2 0 (0 .0 3 2 ) (0 .1 1 2 ) (0 .2 5 0 ) (0 .0 27 ) (0 .0 7 0 ) (0 .1 9 3 ) Co ntro ls No Y Y No Y Y Ma tching No No Y No N o Y Pa rm p-Success 0 .0 0 0 1 7 5 0 .0 0 0 1 8 6 0 .0 0 0 2 1 0 4 .8 0 e-0 5 7 .9 7 e-05 8 .7 1 e-0 5 Pa rm p-Fa ilure 0 .7 8 8 0 .5 6 0 0 .3 5 6 0 .5 55 0 .4 2 4 0 .4 5 0 R-squared 0.064 0.090 0.093 0.094 0.101 0.102 Observations 932 932 932 932 932 932 Robust standard errors in parentheses *** p< 0.01, ** p< 0.05, * p < 0.1 40 Tab le 9 : S ucces s f ul Rem ovals of I ns urg ent L ead ers Government Insurgency Lea der Ye a r Mo ro c c o Po lisa rio El- O ua li Mus ta ph a Saye d 1976 41Indonesia Fr e t i l i n Nico la u Lo ba to 1978 Mo z a mbique Renamo Andre Ma ts a ng a is s a 1979 Nig eria Ma ita ts ine s Mo ha mma du Ma rwa 1980 India PLA N. Bish es wa r Sing h 1981 India PLA Tho unda m Ku nj a b e ha ri 1982 Co lo mbia M- 1 9 Ca rlo s To le do Pla ta 1984 So ma lia SSDF Ab dulla hi Yusuf Ahmed 1984 India PR EPAK R .K. Tula cha ndra 1985 Ye m e n YSP Ab dul Fa tta h Isma il 1986 Pa kista n MQ M Alta f Hus sai n 1986 India KCF Ma nbir Sing h Cha he ru 1986 India KLF Aro o r Si ng h 1988 India KLM Av t a r S i n g h B r a h m a 1988 India KCF La bh Sing h 1988 Sri La nka JVP Rohana Wijeweera 1989 Pa kista n MQ M Alta f Hus sai n 1991 Peru Shining Pa th Abima el Guzma n 1992 Cha d MDD Goukouni Guet 1992 Alg eria GIA Ma ns o uri Me lia ni 1992 India B KI Sukhdev Sing h 1992 Indonesia Fr e t i l i n Xa na na Gusma o 1992 India KLF Gurjant Singh Budhsinghwala 1992 Cha d CNR Abba s Ko ty 1993 Alg eria GIA Ab delha k Laya da 1993 Indonesia Fr e t i l i n Anto nio G o me s da Co s ta 1993 Alg eria GIA Che rif G o us mi 1994 Alg eria GIA Mo ura d Sid Ahme d 1994 India B TFK G urba cha n Sing h Ma no cha ha l 1994 Russia Che che ns Dz ho kha r Dudaye v 1996 Sierra Leo ne RU F Fo d a y S a n k o h 1997 Cha d FDR La o kein B a rde 1998 Philippine s ASG Ab dura jik Abuba ka r Ja nja la ni 1998 Peru Shining Pa th Oscar Ramirez 1999 Ang o la FLEC- R Anto nio Bento Bemb e 1999 Turkey PKK Ab dulla h O ca la n 1999 Sierra Leo ne RU F Fo d a y S a n k o h 2000 India UNLF Sa ma rendra Sing h 2001 Cha d MDJT Yo u s s o u f To g o i m i 2002 Ang o la UNITA Jo na s Savimbi 2002 Alg eria GIA Anta r Zo ua bri 2002 Alg eria G SPC Na bil Sa h ra o ui 2004 Russia Che che n As la n Ma s kha dov 2005 USA/ Ira q AQ I Abu Mus ab a l- Z a rqawi 2006 Philippine s ASG Kha da ffyJanjalani 2006 Sri La nka LTTE Ve lup illa i Pra bha kara n 2009