Conflict Early Warning and Early Response

An Open Letter to CEWARN Colleagues

October 22, 2009 · 1 Comment

Dear CEWARN Colleagues,

I am honestly quite puzzled.

You know that I publicly apologized on my professional blog for the mistakes I made when characterizing CEWARN in my recent book review. You also know that I apologized privately to you via email. You kindly offered to provide me with up-to-date information on CEWARN so that I could correct my previous blog posts. So I took your criticism positively and as an important opportunity to learn more and promote CEWARN’s good work.

I very much appreciate the time you took to clarify my misconceptions of CEWARN and took this as evidence that you were serious and willing to disseminate evidence of the successful results achieved by CEWARN. You offered to share with me the contact info for CEWARN’s country coordinators and field monitors. You also kindly offered to share with me additional information on CEWARN’s remarkable progress and achievements.

I sent you two emails one month ago in which I thanked you and took you up on your offers listed above. You have ignored my emails. You have answered none of my questions. You have provided none of the specific information that you yourself had offered to share in the first place.

May I ask why? I have found the rest of the conflict early warning community to be a lot more open and transparent.

Best wishes,

Patrick

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The Quest for a Disaster Early Warning System (1988)

October 11, 2009 · Leave a Comment

I assign this short report (PDF) by Kumar Rupesinghe as required reading in my courses and professional seminars on conflict early warning and crisis mapping. This paper could be published today—20 years later—and still be considered forward looking. I highly recommend reading the report along with Rupesinghe’s new edited book on Third Generation Early Warning Systems, which I reviewed in detail here.

I stumbled across this report while working for Norway’s Former Secretary of State at the Peace Research Institute, Oslo (PRIO) in 2006. Rupesinghe was also a research fellow at PRIO and I found the worn-down report hidden away in the Institute’s library. I carefully scanned the report and have been disseminating it as widely as possible ever since.

The excerpts below are the main highlights of the report. While some of these may seem obvious, keep in mind that Rupesinghe was writing this in 1988—well before the field of conflict early warning became formalized.

I realize there are numerous excerpts below but this just reflects how important I think this piece is.

  • It is crucial for the viability and credibility of developing information and communication systems to discuss ways in which the information can be used. Information is useful if acted upon, and when the information so produced provides choices of action to policy makers as well as to the victims to the victims of the impending disasters.
  • Discussions on ‘early warning’ systems would remain academic if information systems are developed which bear little relationship to social policy or social action.
  • Important to the discussion of early warnings are some of the issues related to the demand for a ‘new information order’. Here we have to raise the entire question of who controls information. Generally, discussions relating to early warning systems emanate from the North, and particularly in environments, which can handle large amounts of information. Little attention is paid, however, to the victims of disasters, or to the competence of local NGOs to strengthen their own capacity to handle information, to evaluate and control their own environment.
  • Akira Onishi suggests a highly sophisticated information system, since in the fields of present day technology, particularly in the astounding developments of computers in the 1980s, extraordinary sophisticated handling of information has become possible both in software and hardware systems. Onishi suggests this field of research as been stimulated by the progress made in global modeling.
  • The distinction between a ‘natural’ and a ‘social’ disaster has also been challenged, particularly by those who have witnessed the recent famines in Africa:

The causes of the African crises are increasingly perceived as man made, or they are at least attributed to human activities more than to natural phenomena. Such terms as ‘man made’ and ‘natural disasters’ widely used to distinguish two categories in the past disaster jargon, are of little relevance or may even be misleading. It is now understood that some of the major interlinked factors behind the growing disaster problem in Africa are man made.”

  • Within the discussion on restraining military technology and redeeming modern science and technology for the good of humanity, Marek Thee has proposed that research and development be subjected to national and international scrutiny. Further, he writes:

National and international technological assessment bodies can be established to serve as a kind of ‘watch and early warning system’ against military excesses. Such concurrent international measures may not be easily achieved. But, if we have the political will informed by human rationality and a comprehension of the scientific-technological global interdependence, reinforced by an awakened public opinion, the barriers for change are not insurmountable.

  • Although billions of dollars have been invested in developing sophisticated data banks and early warnings, we have to note that even the most expensive systems have shown a striking inability to forecast political events.

‘Quite simply, the record has been terrible, despite all the technological improvements of the last twenty years. The Soviet intervention in Czechoslovakia, the Yom Kippur war, and the Argentine take over of the Falklands all caught the American government by surprise.’

  • A specific proposal for [a United Nations] early warning system was made by the Speial Rapporteur, Prince Sadruddin Aga Khan in his report on Massive Exodus and Human Rights to the UN Human Rights Commission on December 1981. In his study, Sadruddin Aga Khan drew attention to the increase in the phenomenon of mass exodus:

‘which is becoming a tragically permanent feature of our times, … The problem is to become more serious with time unless imaginative and concrete measures are urgently taken to contain, if not avert, situations of mass exodus. … It is however my considered opinion that if we are to succeed in any measure to spare future generations the spectre of millions of uprooted peoples, more is required than reports and resolutions, however pertinent and useful they may be.’

  • A recent report of the United Nations that the UN’s own capacity to deliver is its existing commitments is seriously at stake. The report suggests that ‘today’s structure is both too top heavy and too complex.’ Further, ‘its present organizational structure is too fragmented’, and ‘without enlarging secretariat functions’, a ‘leaner Secretariat will enhance productivity and improve efficiency.’
  • In many cases, the problem has not been one of insufficient information about probable crises, but that the specialized [UN] agencies or the secretariat lack the mandate or the authority to act on the information.
  • The United Nations alone would not be in a position to assist in the building of adequate information systems, without the participation of a range of NGOs. This is particularly relevant for developing countries, who themselves can be involved in an active partnership in the exchange of information.
  • What is increasingly realized is that the NGO community in general has a profound role to play in early warnings, monitoring, providing immediate relief, and finding creative ways of resolving conflicts. […] NGOs, particularly in the Third World, and the media, can play a crucial role in early warnings, sounding the alarm in cases of emergency.
  • Most of the discussions with regard to early warning systems have emanated from a concern with the early prediction and reporting of events which could lead to social disasters. […] However, these systems have been developed in advanced environments where the intention is to gather data so as to predict events in distant places. This leads to a division of labor between those who predict and those predicted upon. And this in turn tends to draw attention only to those efforts which continue to reinforce existing unequal distribution of information.
  • A democratic flow of information is the first condition for a democratic and open system of warnings and resolution. However, ‘information’ is a highly explosive and political issues, especially in the Third World. Many countries have elaborate laws to prevent people from gaining access to information, or censorship laws which prevent people from reporting on what actually happens in a society.
  • Thus, efforts must be made to strengthen the capacity and competence of Third World NGOs to communicate locally and internationally so as to create a democratic global communication system. An information system of the monolithic type developed by the superpowers cannot be encouraged as far as the NGOs are concerned.
  • [There is a] wealth of knowledge available within the local societies [hence the] importance of finding ways of tapping this wealth of information [and] of involving the local societies and integrating their work, so as to build local competence in monitoring and evaluating, their own experiences.
  • […] NGOs, both international and national, will have a vital role to play in the development of a global, decentralized early warning system. They now need the capacity to build information systems, and to provide the basis for rapid information exchange. In general, NGOs will have to confront the monopolization of information with a demand for the democratic access to information technology. Further, the working conditions of most NGOs and NGO networks, especially in developing countries, remain difficult.
  • Increasingly, bureaucracies are exhibiting their incapacity to manage the complexities of our global village. And today the alternative structures most likely to succeed these bureaucracies are rapidly emerging. The most common term for these structures is ‘networks’. They tend to be decentralized, where policies tend to be flexible and fluid, where staff relations are not monolithic and hierarchical, where the structure tends to be polycentric rather than monocentric.
  • NGOs lack systematization and standardization of information. Each small NGO uses its own methods often based around their previous normal systems. Thus, NGOs have to build competence in standardization of information and cataloguing procedures, to facilitate exchange of data and easy retrieval.  HURIDOCS, Human Rights Information and Documentation System, ahs been established on this basis as a network to assist information sharing and usage.
  • Low cost computers provide opportunities for information recording and retrieval and for the development of data bases in highly specialized areas. Once electronic mail becomes cheaper than the conventional post, every NGO will be able to do cheap mass mailings in a fraction of the present time.
  • With regard to the use of satellite technology, there is a strong case for involving grass roots movements and international NGOs alike in the learning process about satellites as well as radio communication. The aim would be to ensure adequate access to the airwaves for the non-governmental sector as a whole and guarantee the democratization of satellite communication.
  • In this discussion of communications and information for early warnings, we have stressed the need to strengthen the capacity and the competence in the South to store, retrieve, and analyze their own information. […] Here Northern NGOs and donors have an important role to play.

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CEWARN Reconsidered

September 29, 2009 · 1 Comment

See update here.

I’ve been particularly critical of CEWARN over the past few years but as a colleague of mine recently noted—and rightly so—the last time I directly worked on CEWARN was towards the end of 2005. In other words, it’s been a good 4 years. In addition, my full time work at CEWARN was limited to about 16 months of work, with about a third of the time spent on-site.

So I’d like to invite my CEWARN colleagues to elaborate on some updates they kindly shared with me via email last Friday. For example, CEWARN has established local peace committees (in addition to national early warning units) which have taken the lead in initiating early warning and response activities. It would be great if CEWARN could describe in detail the actions taken by these committees over the years so that other conflict early warning initiatives in Sri Lanka and Colombia can learn from CEWARN. For example, just how successful have these initiatives been? And what failures have they encountered?

One criticism I have had of CEWARN is the limited number of “success stories” attributed to the initiative which has been operational for 6 years now. However, according to my colleagues at CEWARN, the cases I cite are only a few amongst many others and only highlight responses to Alerts issued by different actors including Field Monitors, local peace committees, and other stakeholders in the Mechanism. In other words, CEWARN has not shared information on other types of responses including cross-border communal peace dialogues, livestock recoveries, etc.

This is really good to know, and I would really encourage CEWARN to share the full extent of these success stories since it is really important to demonstrate the impact of the mechanism. To be sure, if CEWARN has not already done this, I would recommend that they compile a full detailed list of all success stories related to CEWARN’s work. Surely, this would be a prized document vis-a-vis donor relations and beyond. In other words, such a document should figure very prominently on the CEWARN website. I for one would be ready to dedicate an entire blog post series on CEWARN to highlight the initiative’s many important successes over the past 4 years.

My colleagues at CEWARN have also brought to my attention the development of an ICT for Peace Project and a Rapid Response Fund Facility for local, national and cross-border response. These new initiatives are very timely and worthwhile. It would be great if CEWARN could upload more information on these initiatives to their website. For example, how many times has the fund facility been used and what has the impact been? And what failures has the team encountered?

In sum, I’m really looking forward to getting myself more up to speed on the incredible progress that my colleagues at CEWARN have made since I left in 2005. Indeed, they very kindly pledged to help me learn more about the mechanism’s district and local peace committees by offering to provide me with the names and contacts of their early response units and country coordinators.

I eagerly await this information from CEWARN so I can revise and correct my criticisms of this conflict early warning system. As soon as CEWARN follows through with their pledge and I have completed my updated research on CEWARN, I will be sure to write a full blog post on everything I have learned. Of course, if I don’t hear back from the team, then I’m not sure how I can correct my criticisms and share their success stories and lessons learned. In any case, the record will show that I genuinely tried.

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Chapter 9: FCE’s Early Warning System and Applicability to Other Countries

September 29, 2009 · Leave a Comment

The 9th and final chapter of the FCE book on Third Generation Early Warning was co-authored by Kumar Rupesinghe and Tadakazu Kanno. This is an important chapter that seeks to draw on the lessons learned from the Sri Lanka experience to outline how a similar approach might be taken in other countries.

As the authors note, the Third Generation approach is particularly applicable at containing inter-communal violence. It is also very refreshing to read that the authors include a section on the weaknesses of FCE’s EW/ER system. It would be great to see other initiatives do the same.

Rupesinghe and Kanno write that “if there is no will for peace, the FCE-type Early Warning/Early Response cannot work effectively” and that the “cessation of violence is subject to the will of [paramilitary groups].” This is why I have been advocating for a tactical approach to conflict early warning and response; one that leverages the tactics of strategic nonviolent action and digital activism.

The authors also include a helpful section on “Criteria for the Application of FCE EW/ER System.” This section includes pointers on necessary conditions (e.g., inter-communal conflict) and subordinate conditions (e.g., causes of conflict are grievances). Another very helpful section of the chapter outlines how the FCE approach could be applied in specific countries such as Pakistan and Kenya.

In conclusion, Rupesinghe and Kanno write that FCE’s Early Warning/Early Response system “will contribute to saving a number of precious lives in conflict areas.” This is the last sentence of the entire book and a very important one. To be sure, the saving of lives should be the ultimate indicator of success and it is important that we apply rigorous monitoring and evaluation frameworks to assess whether we have any impact on this important indicator.

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Chapter 8: Impact of FCE’s Human Security Program

September 22, 2009 · 1 Comment

The 8th chapter of the FCE book was co-authored by Joseph Bock, Patricia Lawrence and Timmo Gaasbeek. The chapter summarizes findings from six in-depth case studies carried out to assess the impact of the FCE’s Human Security Program in the East Province. I won’t comment on the individual case studies but will review the authors’ overall findings.

The authors write that “FCE’s Human Security Program has prevented violence.” I think what’s needed beyond the qualitative case studies is some hard numbers. I could equally write “CEWARN has prevented violence.” This would be a true statement—CEWARN has intervened in a dozen or so cases to prevent or mitigate violence. But one has to ask for a percentage figure, i.e., what percentage of all violence did the FCE program actually prevent?

In the case of CEWARN, there has been well over 3,000 incidents of violence documented by the “early warning” network. This would mean that CEWARN’s “batting average” is 0.004%. So yes, CEWARN has prevented violence but is the early warning and response system successful?

I find it refreshing that the authors are so up front about the difficulty of assessing FCE’s singular impact. “Because many different actors seek to resolve problems and support peace in the Eastern Province, there are few cases in which FCE was the only actor involved. Because of this, FCE’s claims at effectiveness will by default always be contested.”

The authors also note that the reports coming in from the field are “not always read because people get so much information that they do not have time to read everything. Generally, people glance through the daily reports a few times a week, mainly to confirm reports that they have already heard.”

The FCE introduced the use of SMS, which is probably the first example of a third-generation early warning system employs text messaging for the dissemination of alerts. The authors note that this mode of communication is “relevant for people working and traveling in the districts, because it helps them avoid dangerous areas.” In terms of staff outside the districts, the authors realized that “being bombarded real-time with security information if one cannot really do anything with it might cause a lot of stress [...].” Finally, two FCE staff members noted that the incident reporting via SMS was generally “correct and useful, but in very rare cases the situation is misinterpreted.”

The data analysis at FCE headquarters was found to “support early response, but it’s exact impact is difficult to measure.That said, FCE field officers “commented repeatedly about how the categorization scheme of FAST [which is actually VRA's] and the training they received from Swisspeace [...] made them think in new ways.” However, the authors note that as a macro-system, FAST was inapplicable to the micro-purpose of FCE’s initiative.

The use of a computer-assisted micro-system also has the effect of promoting forward thinking. In the authors’ own words: “To the extent that an [early warning system] requires that each location has a list of community leaders to be contacted in the event of high tensions, it fosters forward thinking.” I couldn’t agree more and also see an important parallel with crisis mapping. To the extent that crisis mapping platforms like Ushahidi require georeferenced information, it fosters forward thinking on where one might intervene.

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Chapter 7: Ethnic Violence in Kattankuby & Eravoor

September 22, 2009 · 1 Comment

Heshani Ranasinghe authored the 7th chapter of the FCE book. This chapter goes into quite some detail regarding the Sri Lankan context, which I don’t have the knowledge to comment on. This is an important chapter since Heshani takes two case studies to evaluate how well the FCE’s early warning system worked. I really appreciated the author’s transparency when they note that the system had both successes and failures. Very refreshing indeed.

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Chapter 6: Dynamics of Social Identities for Conflict Prevention

September 22, 2009 · 1 Comment

The sixth chapter in the FCE book was authored by Priyan Seneviathan. I’m no expert on the Sri Lanka context vis-a-vis social identities and relationships for conflict prevention. So this “review” will figure a few excerpts from the chapter that I found interesting.

Currently there are 95 such Co-Existence Committees established across 7 districts of the country comprising of 5,821 members.

The uniqueness of the co-existence committees is that they comprise of people from different trades and different religions as well as different ethnic groups.

Boege in his analysis on conflict transformation argues that for a successful conflict transformation process to take place, there should be mechanisms in place that are effective in the localities of conflict affected societies that could effectively address relational issues at the local level. He argues that solutions that are bought ‘at the top’ will not be sustainable unless they are synchronized properly with solutions that are coming from the bottom.

In a world that always tries to look at the big picture of a conflict, important aspects of communal relationships that are formed through social identities tend to lose its influence when planning for a post conflict reconstruction phase.

I wish that more had been shared on the main challenges that FCE faced in helping to form the Co-Existence Committees. It would be helpful to have a list of hard lessons learned.

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Interview with National Intelligence Officer for Warning

September 17, 2009 · Leave a Comment

From McKinsey Quarterly:

Kenneth Knight describes his job as helping the president of the United States and his administration “avoid surprise.” As the national intelligence officer for warning, Knight oversees a small team of analysts who serve as an institutionalized safeguard against risk—monitoring and challenging the analyses and assumptions of the broader intelligence community.

In this interview, he discusses evaluating threats, overcoming cognitive biases, and constructing scenarios—challenges familiar to most private-sector strategists. McKinsey’s Drew Erdmann and Lenny Mendonca spoke with Knight in Washington, DC, in June 2009.

The public video is also available here on the McKinsey website.

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Chapter 5: Theoretical Justifications for FCE’s Early Warning and Early Response System

September 15, 2009 · 1 Comment

This chapter by Dinidu Endaragalle is definitely my favorite chapter of the entire book. I highly recommend a close read to anyone interested in the field of conflict early warning.

Endaragalle draws on two contemporary theories identified by Professor Joseph Bock Bock to justify early response interventions by the FCE’s Early Response system. The first relates to timing and nature of interventions while the second addresses the capacity to intervene.

Timing and Nature

Donald Horowitz (2001) has provided insights about the timing and nature of intervening to prevent ethnic violence. Through an extensive comparative study, he identified how collective ethnic violence displays a marked pattern. Where there has been a hostile relationship between ethnic groups and usually, but not always, after there has been a ‘precipitating event,’ there is a period of time (a ‘lull’) when consensus building for violence occurs.

The attacking group develops intense emotions. Its members build a consensus around a moral argument justifying violence (which is commonly linked to religious beliefs). They assess the threat posed by another group (often exaggerating that threat). And they downplay the anticipated risks of participating in violence.

This focus on the tactical level is one that definitely resonates with me. Understanding patterns of conflict in large part requires an understanding of what military strategies and tactics are employed. See, for example, Jen Ziemke’s excellent research on spatial patterns of civilian targeting during the Angolan civil war.

Capacity to Intervene

The second theory that can be applied to the science of early response originates from Ashutosh Varshney’s work. Varshney has “provided empirical evidence that formal inter-ethnic associations, especially in urban areas, constitute an effective capacity to intervene to prevent violence. […] he wound that violence was much less likely when associations were formalized […] and inter-ethnic in their membership.”

Taken together, Endaragalle argues that “the essence of Horowitz’s theory of intensity and timing of a ‘lull’ and Varshney’s theory of capacity to intervene provide important insights to the science of early warning and early response.” Endaragalle then applies this framework to two real case studies from Sri Lanka.

Developing a theoretical framework and then being able to apply it and draw preliminary conclusions is the mark of serious applied academic research. For example, Endaragalle relates Varshney’s formal association theory to the FCE’s Co-Existent Communities (CECs) as these are formal interethnic associations with different religions represented. By applying the theoretical framework to actual case studies, Endaragalle finds that “after a precipitating event […], the early response interveners should concentrate on diminishing the degree of consensus building for violence by conflicting parties.”

I found this insight interesting as it relates to the idea of patterns and anti-patterns that I have described here in the context of conflict and crisis mapping.

Insider Partial Mediators

Endaragalle also adds a third component to the two-pronged theoretical framework originally proposed by Bock. This one focuses on the concept of “insider partial mediation” developed by Paul Wehr and John Paul Lederach (1996). These authors suggest that the “insider partial mediators often prove beneficial in reaching a successful settlement.” Wehr and Lederach define this type of mediator as “an entity (an individual or institution) that is already involved in the conflict and, at least to some extent, is aligned with one side or other.”

In general, this means that these mediators “are people of high stature and as a result, they have credibility with stakeholders on all sides of the conflict.” Endaragalle combines this concept with the theories developed by Horowitz and Varshney. Insider partial mediators already have network ties with local communities and may thus have the contacts necessary to identify upcoming lulls in inter-ethnic conflict. “The mobilization of ‘insider partials’ can also increase the capacity to intervene in conflicts rapidly in most instances.”

There are a few points in this chapter that deserve to be written in more detail. Endaragalle refers to the FCE’s GIS maps: “they zoom into the databases and the GIS maps and single out the events data relating to the precipitating events,” but does not expand further. How are the events singled out? Do the maps facilitate this singling out in terms of spatial patterns?

Like other chapter authors, I would press Endaragalle to be more specific when writing that FCE’s early warning system “intervened in a recorded number of 174 cases of conflict.” Namely, 174 out of a total of how many incidents? And out of this 174, how many can clearly be shown to have been successful? I don’t doubt the probable success of the system, but having specifics would make the 174 figure a stronger case.

In the same paragraph Endaragalle writes that the next task for the FCE’s early response system is to “estimate the time period of the actual time period [i.e., the lull] for the actual onset of the violence.” I agree that timing is important, of course, and would be curious to know why Endaragalle does not draw on William Zartman’s concept of ripeness. I would also liked to have seen a discussion on William Ury’s Third Side approach vis-a-vis capacity to intervene.

In any case, the plan to analyze lulls is a very good one. But I’m biased given that I’m doing similar research with colleagues at the Santa Fe Institute and the Technical University in Zurich. There is evidence from other scientific research that the “wait times” between certain events often follow a specific statistical distribution, often a poisson distribution.

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Chapter 4: FCE’s Early Warning and Early Response System

September 11, 2009 · 1 Comment

Written by Priyan Senevirathna, this chapter of the book is a good overview of the conflict early warning methodology employed by the FCE. While labeled as a “unique” system, we should keep in mind that several other third generation conflict early warning and response systems exist, such as in Timor-Leste and Kyrgyzstan.

Of note, however, are the 30 field monitors attached to FCE field offices and the use of SMS. The latter is “primarily targeted at activating those who are in [sic] the ground for immediate [preventive] action […].” This is an important component of the FCE’s system.

Senevirathna suggests that, “by activating an immediate ground level conflict preventive agent, the FCE Early Warning system can first contain violence that may erupt in a given location and take immediate action for spreading further into different parts of the region which are still unaffected.”

I liked this description because it reminded me of the spread of contagious diseases and the need to quarantine or contain this spread. And we know from the field of preventive health that one once of prevention is worth a pound of cure. What strikes me as missing from the FCE approach is a strong focus on preparedness. There are no vaccines for conflict, but perhaps the equivalent is preparedness. While FCE staff members “plan out the early response strategy for the respective issues at hand,” this is still reactive rather than preparative.

Related to this is Senevirathna’s definition, or stated purpose of early warning; the function of an early warning system is to send “the right information at the right time to the right people to take timely action for prevention of conflicts.”

I like this approach because it is simple and a good contrast to more traditional definitions which would focus on sending the right information to the right officials, thus sidelining civil society altogether. I also like the definition because of the link to timely action for prevention. What Senevirathna’s definition lacks however, is any reference to preparedness—which for me is a centerpiece of third generation early warning systems.

I was pleased to see Senevirathna tackle the issue of early warning for whom and for what. The author refers to Chapter 3 in which Kanno writes that “closeness to conflict areas enables one to understand the situation better and intervene rapidly and appropriately.” This important shift in discourse from mainstream approaches to conflict early warning.

In the past, the mind-set was that we could not draw on local field monitors because they would be too biased, which would skew the information collection process. Another thought was that local field monitors would be “too close” to the conflict, and like frogs in slowly heating water would not notice the increase in temperature. The chapters by Senevirathna and Kanno suggest a different and refreshing approach; one in which local communities are finally given the trust and respect that they deserve.

I was also pleased to read that a number of Embassies are involved in the FCE initiative—something I have not seen done in other third generation approaches. Representatives from the British High Commission, the Delegation of the European Commission and several others meet on a monthly basis with the FCE and other multi-lateral organizations as well as international NGOs. These meetings are mean to serve as an “advocacy forum somewhat similar to the approach taken by the Crisis Group.”

Senevirathna writes that the FCE’s “GIS tool has been very effective in generating conflict early warnings within the FCE system” but the author produces absolutely no evidence to back up this claim. My main question is whether the FCE actually leverages geospatial analysis for pattern recognition of conflict.

In closing, I completely agree with Senevirathna when he writes that “the success of every conflict early warning [and] early response system depends on how well it is customized to fit into the environment within which it will operate.”

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