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Improving Analyses of Sanctions Busting

  • Jonathan Golub EMAIL logo
Published/Copyright: March 18, 2020

Abstract

When economic sanctions are directed against a target state by a sender state, the sender obviously wants third countries to participate with the sanctions and can apply pressure on them to prevent sanctions busting behaviour. But why does sanctions busting vary, so that the target’s trade with some third-countries increases but with others decreases? In this paper I offer two improvements to the analysis of sanctions busting: a theoretical framework that recognises how the effects of covariates on sanctions busting can only be identified if we treat them as more conditional than previous studies have done, and a gravity model that captures these conditional effects while also addressing several common specification errors. Applying these improvements to data for 1950–2006 significantly alters some of the central findings contained in previous research about sanctions busting.

Acknowledgement

I am grateful to members of the Comparative Politics and Political Economy group at the University of Reading, three anonymous reviewers, and the editor of Peace Economics, Peace Science and Public Policy for their helpful comments and suggestions.

Appendix

Table 2:

Fixed effects Poisson models of target-third-state dyadic trade, including extra controls for regional trade agreements and common currencies.

Total bilateral trade3rd state imports from target3rd state exports to target
1950–19911992–20061950–19911992–20061950–19911992–2006
RTA0.531**0.1160.473**0.1130.588**0.113*
(0.0937)(0.0657)(0.0983)(0.0868)(0.0950)(0.0576)
Common currency−0.315−0.0701**−0.320−0.0251−0.312−0.131**
(0.235)(0.0265)(0.258)(0.0351)(0.226)(0.0365)
MID−0.07150.04620.01870.0582−0.166**0.0319
(0.0523)(0.0356)(0.0644)(0.0452)(0.0589)(0.0264)
Sanction0.160−0.310**0.149−0.397**0.163−0.227**
(0.0820)(0.0654)(0.0994)(0.0891)(0.0960)(0.0836)
Defense0.297**0.160**0.342**0.09490.258*0.241**
(0.0935)(0.0543)(0.0904)(0.0630)(0.115)(0.0612)
DefenseUS0.2150.252**0.292*0.269**0.08310.205
(0.124)(0.0918)(0.140)(0.104)(0.126)(0.112)
Tradeshare3.847**3.403**3.645**3.384**4.030**3.431**
(0.519)(0.747)(0.599)(0.926)(0.587)(0.670)
PowerUS−0.631**0.0569−0.583**0.140−0.683**−0.0291
(0.0872)(0.101)(0.0946)(0.118)(0.0953)(0.104)
Democracy−0.0200−0.129**−0.0481−0.153**0.00614−0.0980
(0.0430)(0.0363)(0.0519)(0.0341)(0.0493)(0.0580)
Defense*Sanction−0.0966−0.118−0.133−0.0384−0.0632−0.235*
(0.0698)(0.113)(0.0704)(0.149)(0.0872)(0.110)
DefenseUS*Sanction−0.05850.155*−0.07300.0763−0.03500.302**
(0.0591)(0.0627)(0.0748)(0.0768)(0.0705)(0.0741)
PowerUS*Sanction9.79e-050.0429*−0.01670.03420.01520.0550*
(0.0190)(0.0175)(0.0227)(0.0223)(0.0230)(0.0223)
Democracy*Sanction−0.221**−0.135*−0.137*−0.0117−0.303**−0.277**
(0.0555)(0.0575)(0.0544)(0.0700)(0.0778)(0.0697)
Tradeshare*Sanction0.07680.1700.0748−0.1430.1360.527
(0.621)(0.731)(0.649)(0.776)(0.693)(0.803)
DefenseUS*Tradeshare0.5970.2510.6530.3970.6340.0944
(0.805)(0.515)(0.889)(0.617)(0.825)(0.527)
DefenseUS*Sanction*

Tradeshare
−0.1820.8670.285−0.147−0.7701.652
(1.137)(1.154)(1.116)(1.473)(1.261)(1.103)
MID*Sanction−0.0264−0.0453−0.197*−0.07240.147−0.0178
(0.0812)(0.0504)(0.0964)(0.0518)(0.0972)(0.0518)
Observations239,566143,778231,685139,394228,409138,222
Dyads802410,1497630978274429695
  1. **p < 0.01, *p < 0.05. Estimated coefficients with robust standard errors clustered by dyad in parentheses. Controls for real GDP and population size included but not reported.

Table 3:

Fixed effects Poisson models of target-third-state dyadic trade, including extra control for trade openness of third-state.

Total bilateral trade3rd state imports from target3rd state exports to target
1950–19911992–20061950–19911992–20061950–19911992–2006
MID−0.07740.04760.005530.0589−0.164**0.0346
(0.0486)(0.0354)(0.0605)(0.0445)(0.0555)(0.0275)
Sanction0.196**−0.339**0.187*−0.418**0.197*−0.278**
(0.0754)(0.0626)(0.0953)(0.0831)(0.0874)(0.0850)
Defense0.306**0.151**0.333**0.08990.278**0.225**
(0.0865)(0.0573)(0.0879)(0.0637)(0.105)(0.0647)
DefenseUS0.2340.212*0.294*0.246*0.1300.101
(0.121)(0.0925)(0.138)(0.104)(0.121)(0.112)
Tradeshare3.805**3.559**3.470**3.439**4.130**3.816**
(0.536)(0.727)(0.647)(0.883)(0.545)(0.682)
PowerUS−0.610**−0.0266−0.585**0.0582−0.637**−0.122
(0.0693)(0.0997)(0.0782)(0.118)(0.0781)(0.102)
Democracy−0.0276−0.116**−0.0521−0.143**−0.00550−0.0767
(0.0389)(0.0370)(0.0483)(0.0343)(0.0450)(0.0595)
Defense*Sanction−0.138*−0.126−0.178**−0.0516−0.0984−0.240*
(0.0585)(0.111)(0.0635)(0.148)(0.0732)(0.106)
DefenseUS*Sanction−0.09820.161**−0.1120.0821−0.07610.305**
(0.0571)(0.0615)(0.0732)(0.0746)(0.0669)(0.0741)
PowerUS*Sanction−0.02830.0518**−0.0460*0.0419*−0.01190.0693**
(0.0184)(0.0169)(0.0227)(0.0214)(0.0222)(0.0224)
Democracy*Sanction−0.179**−0.140*−0.130*−0.0188−0.228**−0.271**
(0.0449)(0.0572)(0.0528)(0.0705)(0.0621)(0.0697)
Tradeshare*Sanction0.1330.2270.272−0.04990.02610.475
(0.501)(0.738)(0.565)(0.768)(0.550)(0.841)
DefenseUS*Tradeshare1.1180.4511.2520.5021.0370.474
(0.866)(0.526)(0.962)(0.619)(0.882)(0.538)
DefenseUS*Sanction*

Tradeshare
1.647*0.8252.029*−0.1821.2031.522
(0.774)(1.210)(0.920)(1.509)(0.802)(1.166)
MID*Sanction−0.0219−0.0439−0.193*−0.07120.154−0.0115
(0.0830)(0.0501)(0.0971)(0.0505)(0.0979)(0.0514)
Trade openess0.0168**0.00208**0.0155**0.00171**0.0181**0.00418**
(0.00199)(0.000440)(0.00206)(0.000329)(0.00209)(0.00122)
Observations243,327143,778235,212139,394231,880138,222
Dyads825710,1497852978276639695
  1. **p < 0.01, *p < 0.05. Estimated coefficients with robust standard errors clustered by dyad in parentheses. Controls for real GDP and population size included but not reported.

Table 4:

Fixed effects Poisson models of target-third-state dyadic trade, including extra control for third state economic reliance on the target state.

Total bilateral trade3rd state imports from target3rd state exports to target
1950–19911992–20061950–19911992–20061950–19911992–2006
MID−0.04340.04630.04300.0577−0.135*0.0309
(0.0542)(0.0342)(0.0637)(0.0436)(0.0610)(0.0245)
Sanction0.212**−0.334**0.200*−0.420**0.216*−0.272**
(0.0790)(0.0635)(0.0945)(0.0839)(0.0944)(0.0889)
Defense0.263**0.151*0.276**0.08790.253*0.225**
(0.0907)(0.0592)(0.0913)(0.0647)(0.112)(0.0729)
DefenseUS0.520**0.213*0.609**0.243*0.385**0.0520
(0.118)(0.0918)(0.131)(0.103)(0.126)(0.113)
Tradeshare3.192**3.226**2.813**3.067**3.544**3.220**
(0.435)(0.699)(0.578)(0.849)(0.442)(0.642)
PowerUS−0.548**−0.0243−0.520**0.0665−0.585**−0.171
(0.0737)(0.0998)(0.0815)(0.117)(0.0806)(0.104)
Democracy−0.00633−0.119**−0.0302−0.146**0.0161−0.0750
(0.0487)(0.0365)(0.0619)(0.0343)(0.0490)(0.0579)
Defense*Sanction−0.187**−0.0985−0.229**−0.0443−0.147−0.132
(0.0637)(0.108)(0.0656)(0.149)(0.0808)(0.0946)
DefenseUS*Sanction−0.114*0.152*−0.1340.0835−0.08700.247**
(0.0576)(0.0633)(0.0726)(0.0761)(0.0690)(0.0747)
PowerUS*Sanction−0.004060.0515**−0.01890.04090.009640.0797**
(0.0186)(0.0171)(0.0216)(0.0215)(0.0234)(0.0228)
Democracy*Sanction−0.249**−0.141*−0.169**−0.0221−0.326**−0.261**
(0.0559)(0.0565)(0.0562)(0.0707)(0.0773)(0.0672)
Tradeshare*Sanction0.0467−0.03210.214−0.103−0.0775−1.443
(0.529)(0.792)(0.591)(0.791)(0.592)(1.103)
DefenseUS*Tradeshare−1.1640.439−1.0020.554−1.2930.275
(0.838)(0.525)(0.889)(0.614)(0.886)(0.545)
DefenseUS*Sanction*

Tradeshare
1.5141.0321.877−0.08331.0972.702
(1.014)(1.230)(1.000)(1.520)(1.149)(1.428)
MID*Sanction−0.0471−0.0406−0.219*−0.07060.1280.0196
(0.0811)(0.0502)(0.0951)(0.0500)(0.0975)(0.0539)
Reliance3T9.639**0.995*10.06**0.703*9.285**4.152**
(2.276)(0.441)(2.037)(0.285)(2.771)(0.449)
Observations245,726143,778237,048139,373233,787138,205
Dyads829910,1497884978176969695
  1. **p < 0.01, *p < 0.05. Estimated coefficients with robust standard errors clustered by dyad in parentheses. Controls for real GDP and population size included but not reported.

Table 5:

Fixed effects Poisson models of target-third-state dyadic trade, including extra control for comprehensiveness of sanctions.

Total bilateral trade3rd state imports from target3rd state exports to target
1950–19911992–20061950–19911992–20061950–19911992–2006
MID−0.05410.04720.03490.0588−0.146*0.0335
(0.0559)(0.0354)(0.0681)(0.0446)(0.0623)(0.0266)
Sanction0.121−0.293**0.112−0.385**0.125−0.209**
(0.0850)(0.0597)(0.104)(0.0798)(0.101)(0.0783)
Defense0.372**0.156**0.405**0.09270.344**0.237**
(0.0812)(0.0567)(0.0806)(0.0636)(0.103)(0.0642)
DefenseUS0.428**0.236*0.495**0.261*0.319*0.162
(0.130)(0.0938)(0.144)(0.104)(0.135)(0.114)
Tradeshare2.953**3.505**2.516**3.442**3.344**3.596**
(0.668)(0.740)(0.733)(0.905)(0.693)(0.675)
PowerUS−0.661**0.0285−0.605**0.123−0.715**−0.0690
(0.0873)(0.103)(0.0966)(0.121)(0.0939)(0.105)
Democracy−0.0387−0.115**−0.0680−0.139**−0.0116−0.0854
(0.0468)(0.0374)(0.0565)(0.0351)(0.0508)(0.0593)
Defense*Sanction−0.230**−0.119−0.270**−0.0515−0.194*−0.222*
(0.0667)(0.114)(0.0672)(0.152)(0.0842)(0.107)
DefenseUS*Sanction−0.09770.185**−0.1190.119−0.06790.312**
(0.0616)(0.0605)(0.0761)(0.0745)(0.0727)(0.0719)
PowerUS*Sanction0.001810.0477**−0.01570.03940.01780.0592**
(0.0194)(0.0167)(0.0234)(0.0206)(0.0234)(0.0219)
Democracy*Sanction−0.207**−0.191**−0.124*−0.0719−0.291**−0.321**
(0.0575)(0.0608)(0.0581)(0.0776)(0.0794)(0.0703)
Tradeshare*Sanction0.5830.2370.812−0.04070.4240.573
(0.573)(0.758)(0.604)(0.786)(0.628)(0.835)
DefenseUS*Tradeshare−0.8870.418−0.7120.472−1.0100.410
(0.979)(0.536)(0.999)(0.630)(1.037)(0.548)
DefenseUS*Sanction*

Tradeshare
1.3060.8111.648−0.2560.8811.537
(1.066)(1.229)(1.044)(1.525)(1.188)(1.165)
MID*Sanction−0.0511−0.0477−0.227*−0.07490.127−0.0204
(0.0884)(0.0501)(0.104)(0.0508)(0.103)(0.0508)
Comprehensive sanctions (FXM)0.174**−0.330**0.182**−0.303**0.168*−0.320*
(0.0609)(0.0935)(0.0677)(0.0938)(0.0715)(0.142)
Observations245,726143,778237,628139,394234,295138,222
Dyads829910,1497893978277029695
  1. **p < 0.01, *p < 0.05. Estimated coefficients with robust standard errors clustered by dyad in parentheses. Controls for real GDP and population size included but not reported.

Table 6:

Fixed effects Poisson models of target-third-state dyadic trade, including extra control for time under sanctions.

Total bilateral trade3rd state imports from target3rd state exports to target
1950–19911992–20061950–19911992–20061950–19911992–2006
MID−0.05060.04450.03830.0555−0.143*0.0323
(0.0553)(0.0355)(0.0671)(0.0448)(0.0623)(0.0265)
Sanction0.180*−0.223**0.177−0.296**0.177−0.174*
(0.0866)(0.0646)(0.104)(0.0839)(0.101)(0.0847)
Defense0.358**0.148*0.387**0.08160.334**0.232**
(0.0839)(0.0595)(0.0836)(0.0667)(0.105)(0.0659)
DefenseUS0.430**0.223*0.500**0.252*0.317*0.151
(0.131)(0.0935)(0.146)(0.104)(0.136)(0.115)
Tradeshare2.910**3.462**2.477**3.416**3.300**3.555**
(0.658)(0.750)(0.722)(0.922)(0.684)(0.680)
PowerUS−0.647**0.0275−0.588**0.123−0.705**−0.0707
(0.0871)(0.102)(0.0964)(0.120)(0.0936)(0.104)
Democracy−0.0318−0.110**−0.0606−0.130**−0.00471−0.0843
(0.0475)(0.0366)(0.0571)(0.0334)(0.0513)(0.0591)
Defense*Sanction−0.220**−0.166−0.262**−0.109−0.181*−0.256*
(0.0673)(0.109)(0.0682)(0.142)(0.0845)(0.108)
DefenseUS*Sanction−0.09680.167**−0.1180.0916−0.06730.310**
(0.0624)(0.0593)(0.0766)(0.0703)(0.0734)(0.0730)
PowerUS*Sanction−0.001280.0484**−0.01840.0413*0.01430.0594**
(0.0198)(0.0160)(0.0232)(0.0190)(0.0241)(0.0223)
Democracy*Sanction−0.228**−0.106*−0.145*0.0323−0.314**−0.270**
(0.0629)(0.0510)(0.0640)(0.0588)(0.0814)(0.0681)
Tradeshare*Sanction0.6270.7420.8550.5560.4700.922
(0.561)(0.778)(0.590)(0.784)(0.617)(0.862)
DefenseUS*Tradeshare−0.8590.480−0.6950.526−0.9700.465
(0.977)(0.544)(0.999)(0.642)(1.035)(0.552)
DefenseUS*Sanction*

Tradeshare
1.2380.8791.591−0.1640.8041.564
(1.052)(1.267)(1.028)(1.586)(1.184)(1.187)
MID*Sanction−0.0315−0.0405−0.203*−0.06110.143−0.0194
(0.0826)(0.0490)(0.0983)(0.0506)(0.0991)(0.0505)
Timeundersanction−0.0024−0.0083**−0.0030−0.0095**−0.00140−0.00578*
(0.00373)(0.00193)(0.00455)(0.00217)(0.00352)(0.00227)
Observations245,726143,778237,628139,394234,295138,222
Dyads829910,1497893978277029695
  1. **p < 0.01, *p < 0.05. Estimated coefficients with robust standard errors clustered by dyad in parentheses. Controls for real GDP and population size included but not reported.

Table 7:

Fixed effects Poisson models of target-third-state dyadic trade, including yearly time dummies.

Total bilateral trade3rd state imports from target3rd state exports to target
1950–19911992–20061950–19911992–20061950–19911992–2006
MID−0.1020.0417−0.02860.0615−0.180**0.0174
(0.0682)(0.0407)(0.0902)(0.0476)(0.0570)(0.0340)
Sanction0.0724−0.291**0.0583−0.341**0.0809−0.250**
(0.0653)(0.0665)(0.0836)(0.0865)(0.0797)(0.0864)
Defense0.540**0.1200.557**0.04650.524**0.210**
(0.0811)(0.0719)(0.0833)(0.0790)(0.0905)(0.0765)
DefenseUS0.1610.234**0.241*0.268**0.04360.153
(0.108)(0.0865)(0.120)(0.0973)(0.112)(0.111)
Tradeshare4.229**4.384**3.897**4.294**4.550**4.520**
(0.492)(0.586)(0.505)(0.754)(0.560)(0.523)
PowerUS−0.380**−0.667**−0.399**−0.575**−0.370**−0.751**
(0.0605)(0.123)(0.0737)(0.156)(0.0667)(0.115)
Democracy0.000746−0.0855**−0.0321−0.108**0.0315−0.0562
(0.0268)(0.0298)(0.0343)(0.0293)(0.0357)(0.0504)
Defense*Sanction−0.0223−0.0956−0.0520−0.02890.00328−0.190
(0.0573)(0.0867)(0.0591)(0.114)(0.0711)(0.0994)
DefenseUS*sanction−0.106*0.189**−0.1310.114−0.07020.319**
(0.0526)(0.0547)(0.0696)(0.0668)(0.0606)(0.0708)
PowerUS*Sanction−0.01200.0446*−0.02660.03140.001320.0622**
(0.0145)(0.0177)(0.0194)(0.0225)(0.0180)(0.0223)
Democracy*Sanction−0.115**−0.0719−0.03890.0430−0.194**−0.201**
(0.0429)(0.0428)(0.0472)(0.0514)(0.0633)(0.0665)
Tradeshare*Sanction−0.5500.528−0.3720.367−0.6810.705
(0.552)(0.587)(0.545)(0.600)(0.627)(0.690)
DefenseUS*Tradeshare−0.9710.594−0.9050.678−0.9990.552
(0.769)(0.535)(0.762)(0.620)(0.851)(0.565)
DefenseUS*Sanction*

Tradeshare
0.970−0.4031.367−1.4140.5050.303
(1.050)(1.286)(1.019)(1.654)(1.169)(1.148)
MID*Sanction−0.007190.00339−0.168−0.03690.1580.0450
(0.110)(0.0570)(0.127)(0.0569)(0.115)(0.0576)
Observations245,726143,778237,628139,394234,295138,222
Dyads829910,1497893978277029695
  1. **p < 0.01, *p < 0.05. Estimated coefficients with robust standard errors clustered by dyad in parentheses. Controls for real GDP, population size, and yearly time dummies included but not reported.

Table 8:

Random effects Poisson models of target-third-state dyadic trade.

Total bilateral trade3rd state imports from target3rd state exports to target
1950–19911992–20061950–19911992–20061950–19911992–2006
MID−0.03750.05030.04200.0672−0.1270.0299
(0.0588)(0.0349)(0.0732)(0.0427)(0.0656)(0.0276)
Sanction0.217*−0.252**0.212−0.419**0.215−0.0890
(0.100)(0.0779)(0.126)(0.108)(0.123)(0.0919)
Defense0.463**0.1390.512**0.1070.427**0.194**
(0.108)(0.0727)(0.0917)(0.105)(0.149)(0.0727)
DefenseUS0.332*0.228*0.404*0.242*0.2100.164
(0.138)(0.104)(0.158)(0.120)(0.137)(0.121)
Tradeshare3T3.722**3.423*3.384**3.5064.006**3.424**
(0.619)(1.339)(0.800)(1.815)(0.662)(1.085)
PowerUS−0.647**−0.0514−0.590**0.0382−0.704**−0.136
(0.0850)(0.106)(0.0915)(0.124)(0.0965)(0.109)
Democracy−0.0258−0.104**−0.0550−0.126**0.00230−0.0762
(0.0471)(0.0402)(0.0556)(0.0373)(0.0538)(0.0629)
Defense*Sanction−0.174*0.103−0.237**0.234−0.112−0.0620
(0.0770)(0.0841)(0.0819)(0.144)(0.0958)(0.0703)
DefenseUS*Sanction−0.136*0.128−0.1640.0859−0.09800.251**
(0.0672)(0.0664)(0.0839)(0.0842)(0.0819)(0.0720)
PowerUS*Sanction−0.01190.0283−0.02720.03440.002310.0201
(0.0229)(0.0203)(0.0293)(0.0267)(0.0285)(0.0245)
Democracy*Sanction−0.194**−0.146*−0.0958−0.00322−0.290**−0.313**
(0.0569)(0.0600)(0.0540)(0.0734)(0.0809)(0.0693)
Tradeshare*Sanction0.1640.8120.09310.6090.2731.093
(1.029)(1.412)(1.093)(1.626)(1.102)(1.349)
DefenseUS*Tradeshare−0.2111.449−0.1391.467−0.1951.392
(0.980)(1.136)(1.069)(1.465)(1.014)(1.002)
DefenseUS*Sanction*

Tradeshare
0.244−0.5540.863−1.777−0.4610.319
(1.439)(1.669)(1.404)(1.973)(1.615)(1.552)
MID*Sanction−0.0472−0.0438−0.222−0.08890.136−0.00191
(0.0966)(0.0481)(0.119)(0.0490)(0.111)(0.0474)
Constant −11.80**−15.63**−14.79**−15.59**−9.921**−18.19**
(1.763)(2.523)(2.020)(2.353)(2.128)(2.896)
Observations236,962147,242237,405147,252237,374147,259
Dyads841710,767842110,767842010,767
  1. **p < 0.01, *p < 0.05. Estimated coefficients with robust standard errors clustered by dyad in parentheses. Controls for real GDP, population size, distance, contiguity, common language, colony, and whether both dyad members are either islands or landlocked are included but not reported.

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Published Online: 2020-03-18

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