Cost Effectiveness of the
Ethiopian and Eritrean Demining Programs
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The United States provided funding for demining programs
in both Ethiopia and Eritrea. Based on an analysis of the
results, it is clear that some demining programs are more
cost-effective than others.
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by Michael F. Litzelman, Assistant Professor of
Military Science and Wayne D. Perry, Professor of Public Policy
and Operations Research, George Mason University
Introduction
Long after anti-personnel landmines (AP) were planted
to gain military advantage in battle, they continue to destroy lives by
killing and maiming civilians and livestock, inhibiting productivity and
preventing economies from developing in poor, third world countries.
Landmines contribute to political instability in regions vital to the
United States. The U. S. Department of State claims that there are
approximately 85 to 200 million mines in 63 countries, producing
approximately 15,000 casualties per year, an average of 70 people per
day, or 500 people every week, most of them innocent civilians (DOS
1994). Of these, an estimated 9,500 people are killed each year (GHE
1995). Both Ethiopia and Eritrea have approximately 500,000-1,000,000
landmines according to the Department of State’s "Hidden
Killers." According to Mintz, "twenty percent of mine victims
are children, with about half the victims of the world’s estimated 100
million landmines non-soldiers" (Mintz1996), although Bonnie
Benwick claims that the estimated number of landmines may be
overinflated (Benwick 1998). This paper will attempt to analyze the
available data to perform a cost-effectiveness study of the
U.S.-sponsored Ethiopian (ET) and Eritrean (ER) Demining Programs. This
analysis may eventually be used as evaluation criteria to help determine
if the United States should maintain its current level of operations or
continue to expand demining into more countries.
Introduction and Goals of U.S.
Demining Programs
In 1993, the National Security Council directed the
Department of State (DOS) to establish an Interagency Working Group on
Landmines and Demining. This directive marked the beginning of a
coordinated U.S. government program to address the problems landmines
pose to the stability and development of nations recovering from
conflict (USG 1997).
The overall goal of the demining program was to
relieve suffering from the adverse effects of landmines while promoting
American interests. There are two main goals:
(1) Promote human welfare through mine awareness
and training, which focuses on the health, safety and economic
well-being of the host nation’s population; and
(2) Promote U.S. foreign policy, security and its
economic interests.
A key objective of the first goal was to encourage
international cooperation and participation. Currently, little
flexibility exists in the international community for ridding the world
of anti-personnel landmines in order to protect innocent civilians from
the social and economic dangers of landmines. 141 countries have now signed the 1997 Treaty to Ban Landmines. It calls for
an immediate stop in production and deployment of anti-personnel
landmines. The U.S. policy provides protection for civilians who are
threatened from landmines by implementing humanitarian demining
programs. In this way, America proposes to fulfill its international
obligations associated with protecting life, property and injury to
innocent civilians.
Mines can be easily made with inexpensive materials
and are not difficult to acquire. They are currently being located and
destroyed by the old slow "probing" method. If the ban on
existing landmines remains permanent, the landmine problem could
continue to exist for the next 100 years. Demining programs are an
option to rid the world of many of these mines. America has been
involved with demining programs that have eliminated hundreds of
thousands of landmines. As technology is being developed by the United
States that would serve as substitutes for landmines in combat, new
technology is also being developed that will make it easier to demine
areas. The United States has implemented demining operations in some of
the countries suffering the most from landmines in regions that are
vital to U.S. interests, i.e., the Horn of Africa (Ethiopia and Eritrea)
and the Middle East.
Characteristics of Countries
Experiencing Landmine Problems
Traditionally, landmines have been used to protect
military bases, missile sites and demilitarized zones. During the last
two decades, they have been used increasingly by belligerent groups to
achieve political and economic objectives. Most landmine injuries are
the result of increasingly indiscriminate use of small anti-personnel
mines by irregular or poorly disciplined armies in the developing world
rather than between nation-states.
As conflicts intensify, parties in the conflict tend
to seek and acquire the means to forcefully resolve the situation in
their favor. These conflicts kill and injure thousands of people. They
are manifested by the deliberate use of inhumane weapons against
civilians (Strada 1996). While producing an expansion of civilian
casualties, landmines tend to generate large numbers of displaced
persons and refugees (Clements and Wilson 1994).
Bourantonis and Weiner believe that inaction by the
United States and the international community could make matters worse.
The refusal of the largest states to extend their commitment and
leadership in trying to resolve these problems contributes to global
instability (Bourantonis and Weiner 1995). These internal conflicts in
developing nations could also have far-reaching consequences. As an
example, they may eventually affect American national security and
economic interests in such vital areas as the Middle East.
Regional and Global
Importance
In close proximity to the Middle East, the Horn of
Africa (specifically Ethiopia and Eritrea) sits astride one of the world’s
key shipping lanes, the Red Sea. This route for Middle Eastern oil to
Europe and America is of considerable geopolitical interest to Western
powers. "The East African coastline is similarly important for
communications with the Indian Ocean. African ports and bases,
particularly those close to the major sources of Middle East oil, are
growing in importance" (Jordan and Taylor 1985).
Another matter of regional interest in the Horn of
Africa is the fact that Ethiopia currently has by far the largest army
on the African continent. The United States has recently begun training
this army to assume a leading role in peacekeeping and humanitarian
assistance operations for all of Africa. The U.S. involvement has
persuaded the Ethiopians to accept this peacekeeping role (Bartholomew
1997). America has also sought to use Ethiopia and Eritrea as front-line
states to contain the expansion of Islamic fervor in Sudan to the
oilfields of Saudi Arabia and the Persian Gulf (Singlaub 1996).
Jordan and Taylor believe that the growing
consumption of oil throughout the world, particularly in industrialized
nations, has made this region one of the most important areas of the
world in terms of U.S. interests. American interests in the Middle East
were elevated to the level of vital national interests in the last
decade (Jordan and Taylor 1984). These authors suggest that the Middle
East is by far the most important source of world oil.
U.S. Policy for Demining
Assistance
The purpose of American demining programs is to
"relieve the plight of civilian populations of developing countries
experiencing adverse effects from uncleared landmines while providing
valuable training benefits to U.S. military personnel…[and] educate
civilian populations on the dangers, identification and notification of
landmines; promote economic stability by returning mined areas to a
condition that can support infrastructure, transportation and
agricultural needs"(Office of Humanitarian and Refugee Affairs
1994-95).
The entity responsible for developing, coordinating
and setting U.S. policies for demining initiatives is the Interagency
Working Group (IWG). The IWG approves a list of candidate countries for
assistance and DOS determines the level of U.S. interest in countries
nominated for demining assistance. The IWG also establishes the priority
of those countries eligible for U.S. humanitarian demining assistance
(Office of Humanitarian and Refugee Affairs 1994-95). In 1995, Ethiopia
and Eritrea satisfied the criteria for U.S. demining assistance. That
is, both countries have a functioning government, hostilities had
ceased, landmines were recognized as a problem for economic recovery,
they asked for assistance, they lacked necessary resources to conduct an
organized program, and they had the capability and willingness to
support a demining program.
Implementing Demining in
Ethiopia and Eritrea
General William Tangney, the former commander of Special Operations
Command Central (SOCCENT), established a Demining Operations Cell at
MacDill Air Force Base (AFB) that planned and executed the CENTCOM
Demining Program. National Demining Headquarters were established in
Ethiopia and Eritrea, which directed the demining program and allocated
all demining assets. SOCCENT deployed a Special Forces Company,
augmented by Army Combat Engineers and Explosive Ordnance Disposal
Detachments, which implemented demining training and executed demining
operations throughout the HN. An Information Fusion Cell established and
maintained a database on mine fields. It contained Public Awareness,
Historical Research and Technical Data Collection Teams (Tangney 1994).
The Public Awareness (Psychological Warfare) team from Fort Bragg, North
Carolina, operated in conjunction with the HN information and defense
ministries and established and operated a mine awareness campaign. They
used print, radio, television and other media to warn and educate the
population about mines and their location, informed the population of
the hazards of mines and how to detect and avoid mine fields and
solicited information from the population on mine field locations. The
Historical Research (Military Intelligence) team from Fort Hood, Texas,
conducted analyses of existing maps, battlefields and fortifications
plans and mine field recording forms, conducted interviews with
appropriate participants on all sides of the conflict, conducted
reconnaissance of mined areas and gathered pertinent information on the
employment of mines in the host country (Tangney 1994).
Cost-Effectiveness Analysis of
Demining Programs
This section analyzes data to perform a
Cost-Effectiveness Analysis (CEA) of the U.S.-sponsored Ethiopian and
Eritrean Demining Programs. Eventually, CEA may be used as a methodology
to help determine whether the United States should continue its existing
demining programs. The Ethiopian and Eritrean demining programs can
serve as a model for the expansion of future demining programs in other
areas that are important to American interests.
Enumerated costs and their effectiveness, which are
compatible with any demining effort, will be listed and quantified as
much as possible. The United Nations and NGOs have been involved in
landmine programs, and some research has been completed on the personnel
effects of landmine injuries in a few of the countries with landmine
problems, e.g., Cambodia, Mozambique, Afghanistan and Angola. However,
there has not been a study of the cost-effectiveness when the United
States has solely initiated, sponsored and maintained a humanitarian
demining program.
The demining operations in Ethiopia and Eritrea were
significantly different from the experience of previous efforts in
Afghanistan (Operation Safe Passage). In Ethiopia and Eritrea, the
instructors implemented a longer and more complete training program from
the outset. The U.S. demining efforts in Eritrea and Ethiopia were
strictly a matter between the United States and the host nations,
without UN assistance. The programs were long-term, continuous processes
that required a substantial transfer of equipment from the United States
to the two countries. Demining training programs in these two countries
provided a way for America to establish demining programs without UN
assistance.
This study analyzed costs and effectiveness of the
U.S.-sponsored Ethiopian and Eritrean Demining Programs. The purpose was
to determine its applicability as a model and to assess how the United
States should decide to expand demining into other countries.
Cost effectiveness was calculated for ranking program
alternatives since they were relatively similar and there is a single
dominant objective whose attainment can be measured directly. Cost
encompassed all those items valued in money terms, such as its inputs
and outputs.
In the case of the demining program, the prime
benefit was to eliminate landmines in order to prevent injury and death
to the populace. To accomplish these objectives, the United States
provided funds (inputs) to help restore a national infrastructure
(benefits) that had been rendered unusable by landmines. The objective
was to return mined areas—including villages, farmland and roads—to
productive use.
The Cost Effectiveness Analysis sought to measure:
(1) costs of two or more program operations, i.e.,
demining, public awareness, historical research in each country; and
(2) the cost effectiveness of demining in Ethiopia
compared with Eritrea. In terms of comparing the cost-effectiveness of
the demining programs in Ethiopia and Eritrea, the benefits or outputs
of the programs were much greater in Ethiopia than Eritrea, as Table 1
clearly indicates.
| Table 1: Comparison
of cost effectiveness in Ethiopia and Eritrea |
| Ethiopia
Costs: $ 6,089,000
Benefits:
325,625 mines destroyed
159 villages cleared
285 km roadway cleared
15,102 acres cleared
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Eritrea
Costs: $ 6,005,000
Benefits:
4,750 mines destroyed
43 villages cleared
35 km roadway cleared
645 acres cleared
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Source: Special Operations
Command, Central, MacDill Air Force Base, Tampa, Florida.
1995-1999. |
The Ethiopia demining efforts were more
cost-effective than Eritrea. Both countries received almost the same
amount of dollars, but the benefits are much greater in Ethiopia than
Eritrea. Eritrea had started a costly (in terms of deminers lost)
program in the early 1990s, at the time when U.S. assistance was
requested. The conclusion is that benefits are going to be much less for
a country that had an existing demining program such as Eritrea. The
analysis suggests that equity in funding may not be cost effective.
Regression Results
Table 2 summarizes the total costs of each program
and its effectiveness, where effectiveness means the B coefficient
associated with the program components for each of the estimated
regressions are significant.
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Table 2: Cost, effectiveness and significance
for Eritrea |
| Operation |
Total Costs* |
Effective Index |
Significant |
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(eq. 1 / eq. 2) |
(eq. 1 / eq. 2) |
| DE |
$522,000 |
1.462 / 1.879 |
yes/no |
| PA |
$45,000 |
1.775 / 3.229 |
yes/no |
| HR |
$65,000 |
.481 / 3.146 |
no/yes |
| DE/HR |
$587,000 |
2.082 / 6.620 |
yes/yes |
| PA/HR |
$110,000 |
3.604 / 1.576 |
no/yes |
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*Cost based on cumulative fiscal years of 1995—1999. |
For the above results, although DE/HR
demining/historical research costs more, it was the most effective
operation. It was highly significant for both estimated regressions.
When using any of these independent variables (demining (DE), public
awareness, historical research (HR), (DE/HR) demining/historical
research, public awareness/historical research (PA/HR)) only DE/HR has a
significant impact on villages affected (cleared and surveyed). When all
five independent variables were included, DE/HR had the greatest impact
on the villages.
For the country of Ethiopia, because of data
limitations, one regression model was estimated. For Ethiopian demining,
there were little or no recorded combined demining operations. There is
a limited integration of Ethiopian demining operations.
The coefficient for DE is 1.041 in Table 3 and is
considered highly significant. For every demining operation, at least
one village was cleared. For PA, the B coefficient is .523 and is not
significant. HR’s coefficient is 1.59 and is considered highly
significant.
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Table 3: Cost, effectiveness
and significance for Ethiopia |
| Operation |
Total Costs* |
Effective Index |
Significant |
| DE |
$513,000 |
1.041 |
yes |
| PA |
$111,000 |
.0523 |
no |
| HR |
$60,000 |
1.598 |
yes |
| DE/HR |
NA |
NA |
NA |
| PA/HR |
NA |
NA |
NA |
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* Costs based on cumulative
fiscal years (1996-1997). |
Results from the demining programs in Eritrea
indicate that combining demining and historical research produces the
greatest impact on the overall mission of the program. Although the
ideal dependent variable would be the population affected directly by
the demining, public awareness, or historical research operations, the
number of villages cleared was shown to be a good proxy of the
population affected.
Concluding Comments
This paper has emphasized that the worldwide landmine
policy and demining operations consist of two main issues: humanitarian
and security. Humanitarian efforts are concerned with saving lives and
preventing injuries to innocent civilians. Three goals of humanitarian
demining and landmine policy include: reducing the death of innocent
civilians, reducing injuries, and restoring land that was mined in order
to expand the nation’s agriculture economy.
Deploying landmines is considered by the United
States as a legitimate military objective to be used in combat
situations. There exist overlapping concerns that converge both
humanitarian and military objectives. A non-quantifiable measure of
effectiveness, for example, is the altruistic benefit of humanitarian
intervention. This intervention casts the United States and other
industrial nations (e.g., Canada) in the role of global good citizens.
The concept of international "good citizens" is critical for
the development of a secure global community (Clements, 20 April 2001).
This paper suggests the United States has a role to
play in demining operations. America is good for the action role, such
as starting up the demining programs. Equal funding of an existing
program and new programs appear not to be cost-effective. The United
States should begin contracting out some of the training and logistics
during the demining programs’ sustainment phase. It could gradually
integrate the program using other key players, such as the United
Nations, NGOs and private contractors. Finally, demining efforts
combined with historical research are more effective than public
awareness.
Demining is more expensive than public awareness and
historical research, but the landmines are destroyed forever. Public
awareness of the locations of landmines is less expensive, but the mines
are still present and could eventually harm or kill.
Although demining/historical research was the most
costly, it was clearly the most effective operation for both the
Ethiopia and Eritrea demining programs.
Acknowledgments
This research was part of Dr. Litzelman’s recently
completed Ph.D. at George Mason University. He served in the U.S.
Army-sponsored Ethiopia and Eritrea demining programs in 1995. Professor
Perry supervised his dissertation in the School of Public Policy. Much
of the data was provided by the demining centers located in Ethiopia and
Eritrea; the U.S. Army Central Command, MacDill Air Force Base, Tampa,
Florida; the U.S. Embassies in Ethiopia and Eritrea; and
Non-Governmental Organizations, in particular the International
Committee of the Red Cross, Human Rights Watch, The U.S. Department of
Defense, Humanitarian Demining and the U.S. Department of State.
Contact Information
Michael Litzelman
9801 New England Woods Court
Burke, VA 22015
Tel: 703-250-2234
E-mail: mlitzelm@hotmail.com
Wayne D. Perry, Ph.D., Professor
School of Public Policy
4400 University Drive
MS 3C6
Fairfax, VA 22030-4444
Tel: 703-993-2276
Fax: 703-993-2284
E-mail: wperry@gmu.edu
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