The implementation of peace agreements following civil wars is a lengthy and complex process in which levels of implementation vary greatly (see Figure 1). For example, 46 percent of all agreements are implemented at less than 50 percent, whereas just 9 percent are fully implemented. Once two warring sides—a state and a rebel group—sign a peace agreement to end the civil conflict, they still need to implement the provisions of the agreement to make progress toward post-war recovery, reform, and sustainable peace. The consequences of failed implementation are severe. Fifty percent of the partially implemented peace agreements result in conflict recurrence. The average level of peace agreement implementation among cases where the conflict restarted is just 33 percent, while it is 66 percent among cases where it did not restart. Often recurring conflicts can be deadlier than the initial conflict and result in more destruction of physical and social infrastructure that further impedes economic development. Thus, the successful implementation of peace agreements is an important predictor of long-lasting peace. The probability of conflict recurrence drops to 14 percent when peace agreements are fully implemented, compared to 75 percent when none of the provisions are implemented.
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)
Figure 1: Overall Level of Implementation across 80 Peace Processes between 1989–2014
Data from the Implementation of Peace Agreements Dataset (Cil 2016), which records the aggregate level of implementation for all final agreements signed by a state and a rebel group between 1989-2009 and tracks implementation events through 2014. It records 816 provisions and their level of implementation. It also records each event associated with progress towards implementing each provision by either the state or the rebel group. This figure presents the overall level of implementation achieved by both actors. Our analysis presented here, however, focuses on implementation by governments.
It is established that third-party actors can help warring parties reach an agreement to end civil wars by providing guarantees to monitor and enforce any peace agreement through the deployment of peacekeeping forces or observers. Knowing the conditions under which warring parties achieve successful implementation of a peace agreement and the strategies third parties can use to encourage compliance with peace agreements once implementation starts to falter, however, is of critical importance to lasting peace. Focusing on the process of implementation and how third-party states and international institutions can incentivize or enable governments to resume implementation of peace agreements once they start to backtrack, we find that both carrot—i.e., increase in project aid—and stick—i.e., decrease in direct aid— strategies in aid provision can be effective in restoring progress in implementation. The success of these strategies, however, depends upon (a) understanding the underlying reasons for failure to implement the peace agreement and (b) matching the appropriate strategy to the specific cause of implementation failure.
There are two underlying reasons for the failure of governments to implement provisions in a peace agreement. The first one is the lack of political will. Certain provisions such as political, military, economic, and territorial power sharing require the willingness of the government to implement. Some agreements include provisions about free and fair elections, while others call for the representation of rebel group members in the executive and/or legislative branches of the government as a part of political power sharing or grant autonomy to certain regions as a part of territorial power sharing. While the government agreed to these terms at the negotiating table, once the agreement is signed, it nevertheless has incentives to back track on these costly concessions in an attempt to get away with the minimum level of implementation possible, instead of fully complying with agreement terms.
We claim that governments continue making progress implementing provisions as long as the costs of reneging remain high. In other words, the driving force behind keeping promises and continuing the implementation process depends on the costs of non-compliance. In the post-conflict environment, where the former rebels usually demobilize and disarm, losing their ability to keep the government accountable, external sources of pressure become crucial, especially from foreign donors or international organizations. In the presence of these pressures, governments are more likely to continue making progress in provisions that require political willingness to implement.
The second reason for failure to implement is the lack of capacity. Provisions that require large scale economic reforms or restructuring of civil administration require more than the willingness of the government to implement. Some agreements include provisions that require the expansion of civil administration, improvement of local governance structures and/or judicial system. Others envisage the establishment of funds for post-conflict recovery and reintegration of ex-combatants to civilian life. In many cases, the implementation of these provisions is financially costly, and the government lacks the resources to follow through on its promises, even if it may have the willingness to do so. Thus, in instances of capacity deficiency, governments are likely to continue implementing provisions that require financial and technical resources as long as adequate levels of these resources are available, which development aid from donors can help ensure.
Understating the reasons of failure to implement and devising a donor strategy that effectively responds to these different causes of failure is important to achieving successful outcomes. Specifically, the timing and type of development aid commitments is crucial. When the government is not making progress on power sharing provisions, donors can suspend or reduce direct support aid that contributes directly to the recipient government’s budget. In so doing, donors can send a direct signal to the government about their discontent and make the consequences of failed or stalled implementation costly. When the government is failing to make progress on provisions that require greater capacity, however, a suspension of aid is not likely to incentivize compliance. Instead donors should increase project aid that is earmarked for specific sectors, such as health, education, governance and other technical support, and thereby enable progress by the government toward implementing these provisions. Thus, evidence of failure to implement peace agreements requires very different strategic responses by donors depending on the causes driving the failure of implementation.
We find in our statistical analysis of all 80 peace processes that include a final peace agreement signed between 1989 and 2009 that governments are much more likely to make progress on implementation in a given year if direct aid was decreased following failure to implement power sharing provisions in the previous year. In contrast, we find that the governments are much more likely to make progress in implementing larger reforms when project aid is increased as a response to failure to implement these provisions requiring greater capacity. Figure 2 shows the predicted probability that the government will make progress on power sharing and reform provisions. As blue bars (bars on the left) show, the likelihood of progress is much higher when the stick—i.e., decrease in direct aid—or carrot—i.e., increase in project aid—strategies are employed correctly, based on the cause of failure to implement.
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)
Figure 2 – The Effect of Development Aid on Implementation Progress
The main implication from this research is that donors need to monitor the process of implementation closely to successfully encourage progress and contribute to durable peace. Lack of progress in implementation may be caused by different factors and the failure of donors to correctly diagnose these underlying causes may result in further delays in implementation, or worse, conflict recurrence. The type and timing of development aid delivery is therefore crucial to incentivize or enable governments to continue making progress toward implementing peace agreements.
Biography
Deniz Cil is a postdoctoral scholar at the Center for International Development and Conflict Management at the University of Maryland, where she received her PhD in the Government and Politics Department.
Paul Huth is the Bauman Professor in the Department of Government and Politics at the University of Maryland, director of the Center for International Development and Conflict Management, and editor of
Journal of Conflict Resolution. He is the author of
Standing Your Ground: Territorial Disputes and International Conflict and
Extended Deterrence and the Prevention of War; coauthor of
The Democratic Peace and Territorial Conflict in the Twentieth Century; and coeditor of
Peace and Conflict.
Nota Bene
Content appearing from Minerva-funded researchers—be it the sharing of their scientific findings or the Owl in the Olive Tree blogs posts—does not constitute Department of Defense policy or endorsement by the Department of Defense.