Lancet surveys of Iraq War casualties

The medical journal, The Lancet, published two peer-reviewed studies on the effect of the 2003 invasion of Iraq and subsequent occupation on Iraqi mortality, the first in 2004, the second (by many of the same authors) in 2006. The studies estimate the number of excess deaths caused by the occupation, both direct (combatants plus non-combatants) and indirect (due to increased lawlessness, degraded infrastructure, poor healthcare, etc.).

The first survey published on 29 October, 2004, estimated 98,000 excess Iraqi deaths (with a range of 8,000 to 194,000, using a 95% confidence interval (CI)) from the 2003 invasion and subsequent occupation of Iraq to that time, or about 50% higher than the death rate prior to the invasion. The authors described this as a conservative estimate, because it excluded the extreme statistical outlier data from Falluja. If the Falluja cluster were included, the mortality estimate would increase to 150% over pre-invasion rates (95% CI: 1.6 to 4.2).

The second survey published on 11 October, 2006, estimated 654,965 excess deaths related to the war, or 2.5% of the population, through the end of June 2006. The new study applied similar methods and involved surveys between May 20 and July 10, 2006. More households were surveyed, allowing for a 95% confidence interval of 392,979 to 942,636 excess Iraqi deaths. 601,027 deaths (range of 426,369 to 793,663 using a 95% confidence interval) were due to violence. 31% of those were attributed to the Coalition, 24% to others, 46% unknown. The causes of violent deaths were gunshot (56%), car bomb (13%), other explosion/ordnance (14%), air strike (13%), accident (2%), unknown (2%).

The Lancet surveys are controversial largely because their mortality figures are much higher than those in other reports that used different methodologies, including those of the Iraq Body Count project, the United Nations, and the Iraqi Ministry of Health. Out of all the Iraqi casualty estimates so far, the Lancet survey is the only peer-reviewed one. The Lancet surveys have been supported by many epidemiologists and statisticians, as well as the September 2007 ORB survey. ORB used a survey method, as did the Lancet authors, and ORB also produced a high estimate of Iraqi deaths. However, the Lancet surveys have been criticized by the US and Iraqi governments, the Iraq Body Count project, epidemiologists, demographers, Iraq-war journalists and others. See the sections below on "criticisms".

The first study (2004)

The survey was sponsored by the Center for International Emergency Disaster and Refugee Studies, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA (authors L Roberts PhD, G Burnham MD) and the Department of Community Medicine, College of Medicine, Al-Mustansiriya University, Baghdad, Iraq. Roberts' team was chosen for their experience in estimating total mortality in war zones, for example his estimate of 1.7 million deaths due to the war in the Congo which not only met with widespread acceptance and no challenge when published in 2000, but resulted and was cited in a U.N. Security Council resolution that all foreign armies must leave Congo, a United Nations request for $140 million in aid, and the US State Department pledging an additional $10 million in aid. Similar studies have been accepted uncritically as estimates of wartime mortality in Darfur and Bosnia.

Roberts' regular technique is to estimate total mortality by personal surveys of a sample of the households in the area under study; this method being chosen in order to avoid the under-counting inherent in using only reported deaths in areas so chaotic that many deaths are unreported, and to include those deaths not directly attributable to violence but nevertheless the result of the conflict through indirect means, such as contamination of water supply or unavailability of medical care. The baseline mortality rate calculated from the interviewees' reports for the period prior to the conflict is subtracted from that reported during the conflict, to estimate the excess mortality which may be attributed to the presence of the conflict, directly or indirectly. This technique has been accepted uncritically in the previous mortality surveys discussed above.

Because of the impracticality of carrying out an evenly distributed survey, particularly during a war, Roberts' surveys use "cluster sampling", dividing the area into a number of randomly-selected, approximately equally-populated regions; a random point is chosen within each region, and a fixed number of the households closest to that point are surveyed as a "cluster". While not as accurate as an evenly distributed survey of the same number of households, this technique is more accurate than merely surveying one household for each selected point.

In his study of Iraq, Roberts divided the country into 33 regions, attempting to sample 30 households for each cluster, and selecting 988 households, with 7868 residents. In September 2004, each surveyed household was interviewed about household composition, births, and deaths since January, 2002. Of 78 households where members were asked to show documentation to confirm their claims after the interview was finished, 63 were able to present death certificates. According to the authors, 5 (0.5%) of the 988 households that were randomly chosen to be surveyed refused to be interviewed.

The relative risk of death due to the 2003 invasion and occupation was estimated by comparing mortality in the 17.8 months after the invasion with the 14.6 months preceding it. The authors stated, "Making conservative assumptions, we think that about 100,000 excess deaths, or more have happened since the 2003 invasion of Iraq." Among such "conservative assumptions" is the exclusion of data from Fallujah in many of its findings. Since interpreting the results of the study would be complicated by the inclusion of an outlier cluster in Fallujah, where heavy fighting caused far more casualties than elsewhere in Iraq, the study focused mainly on the results that excluded the Fallujah cluster. While the authors argued that the Fallujah cluster's inclusion could be justified as a normal part of the sampling strategy (the authors noted that other "hotspots" like Najaf had not ended up being surveyed), and the authors presented two sets of results in some cases (one set including the Fallujah data and one not), the article, and most press coverage of the article, stresses the data that excluded the Fallujah cluster.

When including Fallujah data, forty six percent of the violent deaths involving coalition forces were men between ages 15 and 60, thus considered possible combatants by the authors. The remaining seven percent who were women and forty six percent who were children younger than 15 were considered to be in all probability noncombatants. On this basis, the authors stated that "Most individuals reportedly killed by coalition forces were women and children." This was erroneously reported by many media stories, including by Roberts himself, as 100,000 excess civilian casualties.

The main debate in the media in the U.S. and UK focused on whether 98,000 (95% CI 8000–194,000) more Iraqis died as a result of coalition intervention, calculated from their estimate of an increased mortality of 1.5 times (95% CI 1.1-2.3) the prewar rate (excluding the Fallujah data). Had the Fallujah sample been included, the survey's estimate that mortality rates had increased about 2.5 times since the invasion (with a 95% CI 1.6-4.2) including the Fallujah data would have resulted in an excess of about 298,000 deaths (95% CI ?-?), with 200,000 concentrated in the 3% of Iraq around Fallujah (Roberts et al p.5).

According to the article, violence was responsible for most of the extra deaths whether or not the Fallujah data was excluded. Coalition airstrikes would be the main cause of these violent deaths if Fallujah data were included. The study makes the controversial conclusion that: "Violent deaths were widespread, reported in 15 of 33 clusters, and were mainly attributed to coalition forces." and "Violence accounted for most of the excess deaths and air strikes from coalition forces accounted for most violent deaths." The study estimates that the risk of death specifically from violence in Iraq during the period after the invasion was approximately 58 times higher than in the period before the war, with the CI95 being 8.1-419, meaning that there is a 97.5% chance that the risk of death from violence after the invasion is at least 8.1 times higher than it was before. Newsday reported:

"The most common causes of death before the invasion of Iraq were heart attacks, strokes and other chronic diseases. However, after the invasion, violence was recorded as the primary cause of death and was mainly attributed to coalition forces—with about 95 percent of those deaths caused by bombs or fire from helicopter gunships".

It was noted that the large estimate of excess death is even more shocking in view of the widely accepted belief that deaths in Iraq were already very high at 0.5% per year, particularly among children, due to UN sanctions against Iraq.

Criticisms and countercriticisms

Some skeptics criticized the relatively broad 95% confidence intervals (CI95) due to the relatively small number of clusters.

For instance, Fred Kaplan in an October 29, 2004 article in Slate described the confidence interval: "the authors are 95 percent confident that the war-caused deaths totaled some number between 8,000 and 194,000. (The number cited in plain language—98,000—is roughly at the halfway point in this absurdly vast range.) This isn't an estimate. It's a dart board."

normal distribution

The authors responded by claiming that the phrase in parentheses in the above represents a poor understanding of the meaning of a statistical confidence interval because the central estimate of 98,000 was not chosen solely because it is "roughly at the halfway point". The probability distribution follows the normal distribution, with numbers near the central point estimate more likely to be accurate than numbers closer to either extreme. Roberts said, "this normal distribution indicates that we are 97.5% confident that more than 8,000 died, 90% confident more than 44,000 died and that the most likely death toll would be around 98,000,"; he said that many well-accepted statistics, such as the number killed under Saddam’s regime or the number dead from the 2005 tsunami, have a similarly broad CI due to small but statistically adequate sample sizes." He also questioned Kaplan's motives and accused him of altering quoted text and for focusing on one aspect of the report.

Lila Guterman, after writing a long article in January 2005 in The Chronicle of Higher Education, wrote a short article in the Columbia Journalism Review that stated: "I called about ten biostatisticians and mortality experts. Not one of them took issue with the study’s methods or its conclusions. If anything, the scientists told me, the authors had been cautious in their estimates. With a quick call to a statistician, reporters would have found that the probability forms a bell curve — the likelihood is very small that the number of deaths fell at either extreme of the range. It was very likely to fall near the middle."

A Ministerial Statement written 17 November, 2004, by the UK government stated "the Government does not accept its [the study's] central conclusion", because they were apparently inconsistent with figures published by the Iraq Ministry of Health, based on figures collected by hospitals, which said that "between 5 April 2004 and 5 October 2004, 3,853 civilians were killed and 15,517 were injured".

Some critics have said that The Lancet study authors were unable to visit certain randomly selected sample areas. In an interview on the radio program "This American Life" however, the authors of the study say that they never substituted different, more accessible, areas, and that every place that was randomly selected at the beginning of the study was surveyed in full, despite the risk of death to the surveyors.

Critics of the Lancet study have pointed out other difficulties in obtaining accurate statistics in a war zone. The authors of the study readily acknowledge this point and note the problems in the paper; for example they state that "there can be a dramatic clustering of deaths in wars where many die from bombings". They also said that the data their projections were based on were of "limited precision" because the quality of the information depended on the accuracy of the household interviews used for the study.

The results of the study were politically sensitive, since a heavy death toll could raise questions regarding the humanitarian justifications on the eve of a contested US presidential election. Critics objected to the timing of the report, claiming it was hastily prepared and published despite what they perceived as its poor quality in order to sway the U.S. electorate. On this topic, Les Roberts stated "I emailed it in on Sept. 30 under the condition that it came out before the election. My motive in doing that was not to skew the election. My motive was that if this came out during the campaign, both candidates would be forced to pledge to protect civilian lives in Iraq. I was opposed to the war and I still think that the war was a bad idea, but I think that our science has transcended our perspectives." He replied to criticisms by Professor John Allen Paulos of the Temple University Math Department of "an expedient rush to publish" with

Dear Dr. Paulos,

I read your note below with some sadness. FYI, there was a rush to publish as I have said in every major interview I have given.

A) I have done over 20 mortality surveys in recent years and have never taken more than a week to produce and release a report (because people dying is important) until this article. Thus, this was the least rushed mortality result I have ever produced.

B) We finished the survey on the 20 Sept. If this had not come out until mid-Nov. or later, in the politicized lens of Baghdad (where the chief of police does not allow his name to be made public and where all the newly trained Iraqi soldiers I saw had bandannas to hide their faces to avoid their families being murdered…) this would have been seen as the researchers covering up for the Bush White House until after the election and I am convinced my Iraqi co-investigators would have been killed. Given that Kerry and Bush had the same attitude about invading and similar plans for how to proceed, I never thought it would influence the election and the investigators never discussed it with each other or briefed any political player.

C) if you have information about how and why people in New Orleans were dying today, would you rush to release it? The Falluja downfall happened just one week after the study came out and whether you believe the 500 or the 1600 or the 3600 estimates of associated Iraqi deaths, that alone was probably more than will occur from this moment on due to Katrina.

So, we rushed to get it out, I do not understand why the ‘study's scientific neutrality’ is influenced or the likelihood that the sample was valid, the analysis fair… What does neutrality mean? Do people who publish about malaria deaths need to be neutral about malaria?

Yours in confusion and disgust,

Les Roberts

On the contrary, Roberts views critics of his study as motivated more by politics than by science; "It is odd that the logic of epidemiology embraced by the press every day regarding new drugs or health risks somehow changes when the mechanism of death is their armed forces."

Lancet publications related to criticisms

• November 20, 2004. Criticism and suggestions by peer reviewer Sheila M Bird, MRC Biostatistics Unit, Cambridge CB2 2SR, UK, chair of the Royal Statistical Society's Working Party on Performance Monitoring in the Public Services. Calls scientific method "generally well described and readily repeatable", but says "[p]articular attention is needed to the methodology for randomly selecting the location(s) of cluster(s) within governorates. Roberts and colleagues describe this rather too succinctly". Suggests additional information be included so that more precise multipliers (to obtain the final estimate) can be applied. Discusses an example hypothetical circumstance incorporating said information, regarding airstrike deaths and collateral damage, under which over-counting could occur due to population density variances among cluster representations.
• March 26, 2005. Criticism by Stephen Apfelroth, Department of Pathology, Albert Einstein College of Medicine. Criticizes "several questionable sampling techniques that should have been more thoroughly examined before publication" and lists several flaws, including a "fatal" one, that "In such a situation, multiple random sample points are required within each geographic region, not one per 739000 individuals."
• March 26, 2005. Response by L Roberts et al to Apfelroth. Acknowledges flaws, but says "the key public-health findings of this study are robust despite this imprecision. These findings include: a higher death rate after the invasion; a 58-fold increase in death from violence, making it the main cause of death; and most violent deaths being caused by air-strikes from Coalition Forces. Whether the true death toll is 90000 or 150000, these three findings give ample guidance towards understanding what must happen to reduce civilian deaths. ...Before publication, the article was critically reviewed by many leading authorities in statistics and public health and their suggestions were incorporated into the paper. The death toll estimated by our study is indeed imprecise, and those interested in international law and historical records should not be content with our study. We encourage Apfelroth and others to improve on our efforts. In the interim, we feel this study, as well as the only other published sample survey we know of on the subject, point to violence from the Coalition Forces as the main cause of death and remind us that the number of Iraqi deaths is certainly many times higher than reported by passive surveillance methods or in press accounts."

Other responses to criticism

The Chronicle of Higher Education also wrote an article discussing the differences in the survey's reception in the popular press over how it was received in the scientific community.

Epidemiologist Klim McPherson writes in the March 12, 2005 British Medical Journal: "The government rejected this survey and its estimates as unreliable; in part absurdly because statistical extrapolation from samples was thought invalid. Imprecise they are, but to a known extent. These are unique estimates from a dispassionate survey conducted in the most dangerous of epidemiological conditions. Hence the estimates, as far as they can go, are unlikely to be biased, even allowing for the reinstatement of Falluja. To confuse imprecision with bias is unjustified."

The second study (2006)

A second study by some of the same authors was published in October, 2006, in The Lancet.

"We estimate that between March 18, 2003, and June, 2006, an additional 654,965 (392,979–942,636) Iraqis have died above what would have been expected on the basis of the pre-invasion crude mortality rate as a consequence of the coalition invasion. Of these deaths, we estimate that 601,027 (426,369–793,663) were due to violence."

If accurate, these figures would imply the death of an average 500 people per day, or 2.5% of Iraq's population during the period.

An October 11, 2006 Washington Post article reports:

"The survey was conducted between May 20 and July 10 [2006] by eight Iraqi physicians organized through Mustansiriya University in Baghdad. They visited 1,849 randomly selected households that had an average of seven members each. One person in each household was asked about deaths in the 14 months before the invasion and in the period after. The interviewers asked for death certificates 87 percent of the time; when they did, more than 90 percent of households produced certificates."

Lancet: "Only 47 of the sought 50 clusters were included in this analysis. On two occasions, miscommunication resulted in clusters not being visited in Muthanna and Dahuk, and instead being included in other Governorates. In Wassit, insecurity caused the team to choose the next nearest population area, in accordance with the study protocol. Later it was discovered that this second site was actually across the boundary in Baghdad Governorate. These three misattributed clusters were therefore excluded, leaving a final sample of 1849 households in 47 randomly selected clusters."

The Lancet authors based their calculations on an overall, post-invasion, excess mortality rate of 7.8/1000/year. "Pre-invasion mortality rates were 5.5 per 1000 people per year (95% CI 4.3–7.1), compared with 13.3 per 1000 people per year (10.9–16.1) in the 40 months post-invasion." See Table 3 in the Lancet article. The population number used in the calculation is reported in the Lancet supplement: "Mortality projections were applied to the 2004 mid-year population estimates (26,112,353) of the surveyed areas (which exclude the governates of Muthanna and Dahuk, which had been omitted through misattribution) to establish the mortality projections."

Of 629 deaths verified and recorded among a sample of 1,849 households incorporating some 12,801 people at the time of the survey, 13% took place in the 14 months before the invasion and 87% in the 40 months afterwards. "The study population at the beginning of the recall period (January 1, 2002) was calculated to be 11 956, and a total of 1474 births and 629 deaths were reported during the study period."

The study concluded that the mortality rate per 1,000 population per year in the pre-invasion period was 5.5 (range of 4.3-7.1, using a 95% CI, confidence interval) and in the post-invasion period was 13.3 (95% CI, 10.9-16.1). Excess mortality rate over the pre-invasion period was therefore 7.8 per 1,000 population per year, with violent death accounting for 92% of the increased mortality rate.

Washington Post: "Gunshot wounds caused 56 percent of violent deaths, with car bombs and other explosions causing 14 percent, according to the survey results. Of the violent deaths that occurred after the invasion, 31 percent were caused by coalition forces or airstrikes, the respondents said."

The study results show an increasing mortality rate throughout the post-invasion periods, with the excess mortality rate for June 2005-June 2006 of 14.2 (95% CI, 8.6-21.5) being nearly 5.5 times the excess mortality rate for March 2003-April 2004 of 2.6 (95% CI, 0.6-4.7). The 2006 study also provides an estimate for the 18-month period following the invasion (March 2003 through September 2004) of 112,000 deaths (95% CI, 69,000-155,000). The authors conclude, "Thus, the data presented here validates our 2004 study, which conservatively estimated an excess mortality of nearly 100,000 as of September, 2004."

The authors described the fact that their estimate is over ten times higher than other estimates, such as the Iraq Body Count project (IBC) estimate and U.S. Department of Defence estimates, as "not unexpected", stating that this is a common occurrence in conflict situations. They stated, "Aside from Bosnia, we can find no conflict situation where passive surveillance recorded more than 20% of the deaths measured by population-based methods. In several outbreaks, disease and death recorded by facility-based methods underestimated events by a factor of ten or more when compared with population-based estimates. Between 1960 and 1990, newspaper accounts of political deaths in Guatemala correctly reported over 50% of deaths in years of low violence but less than 5% in years of highest violence."

Criticisms and countercriticisms

An October 12, 2006 San Francisco Chronicle article reported:

"Six hundred thousand or whatever they guessed at is just, it's not credible," Bush said, and he dismissed the methodology as "pretty well discredited." In December [2005], Bush estimated that 30,000 Iraqis had died in the war. Asked at the news conference what he thinks the number is now, Bush said: "I stand by the figure a lot of innocent people have lost their life." At a separate Pentagon briefing, Gen. George Casey, the top U.S. commander in Iraq, said that the figure "seems way, way beyond any number that I have seen. I've not seen a number higher than 50,000. And so I don't give it that much credibility at all."

The UK government, too, rejected the researchers' conclusions. In doing so, it did not mention the advice of the Ministry of Defence's Chief Scientific Adviser, Sir Roy Anderson, who had called the study "robust" and its claimed methods "close to 'best practice' in this area, given the difficulties of data collection and verification in the present circumstances in Iraq", in an internal memo on the day the study was published, dated 13 October, 2006.

The Iraq Body Count project (IBC), who compiles a database of reported civilian deaths, has criticised the Lancet's estimate of 601,000 violent deaths out of the Lancet estimate of 654,965 total excess deaths related to the war. The IBC argues that the Lancet estimate is suspect "because of a very different conclusion reached by another random household survey, the Iraq Living Conditions Survey 2004 (ILCS), using a comparable method but a considerably better-distributed and much larger sample." IBC also enumerates several "shocking implications" which would be true if the Lancet report were accurate, e.g. "Half a million death certificates were received by families which were never officially recorded as having been issued" and claims that these "extreme and improbable implications" and "utter failure of local or external agencies to notice and respond to a decimation of the adult male population in key urban areas" are some of several reasons why they doubt the study's estimates. IBC states that these consequences would constitute "extreme notions".

On October 11, 2006 Middle East Professor Juan Cole noted:

"But last May [2006], the government authorities in Basra came out and admitted that security had collapsed in the city and that for the previous month, one person had been assassinated every hour. Now, that is 24 dead a day, just from political assassination. Apparently these persons were being killed in faction fighting among Shiite militias and Marsh Arab tribes. We never saw any of those 24 deaths a day reported in the Western press. And we never see any deaths from Basra reported in the wire services on a daily basis even now. Has security improved since May? No one seems even to be reporting on it, yes or no."

Jon Pedersen of the Fafo Institute and research director for the ILCS survey, which estimated approximately 24,000 (95% CI 18,000-29,000) war-related deaths in Iraq up to April 2004, expressed reservations about the low pre-war mortality rate used in the Lancet study and about the ability of its authors to oversee the interviews properly as they were conducted throughout Iraq. Petersen has been quoted saying he thinks the Lancet numbers are "high, and probably way too high. I would accept something in the vicinity of 100,000 but 600,000 is too much."

Debarati Guha-Sapir, director of the Centre for Research on the Epidemiology of Disasters in Brussels, was quoted in an interview for Nature.com saying that Burnham's team have published "inflated" numbers that "discredit" the process of estimating death counts. "Why are they doing this?" she asks. "It's because of the elections.". However, another interviewer a week later paints a more measured picture of her criticisms: "She has some methodological concerns about the paper, including the use of local people — who might have opposed the occupation — as interviewers. She also points out that the result does not fit with any she has recorded in 15 years of studying conflict zones. Even in Darfur, where armed groups have wiped out whole villages, she says that researchers have not recorded the 500 predominately violent deaths per day that the Johns Hopkins team estimates are occurring in Iraq. But overall Guha-Sapir says the paper contains the best data yet on the mortality rate in Iraq."

Fred Kaplan of Slate criticized the first Lancet study and has again raised concerns about the second. Kaplan argues that the second study has made some improvements over the first, such as "a larger sample, more fastidious attention to data-gathering procedures, a narrower range of uncertainty", and writes that "this methodology is entirely proper if the sample was truly representative of the entire population—i.e., as long as those households were really randomly selected." He cites the low pre-war mortality estimate and the "main street bias" critique as two reasons for doubting that the sample in this study was truly random. And he concludes saying that the question of the war's human toll is "a question that the Lancet study doesn't really answer".

Dr. Hicks published a thorough account and clarification of these concerns, which concluded that, "In view of the significant questions that remain unanswered about the feasibility of their study’s methods as practiced at the level of field interviews,it is necessary that Burnham and his co-authors provide detailed, data-based evidence that all reported interviews were indeed carried out, and how this was done in a valid manner. In addition, they need to explain and to demonstrate to what degree their published methodology was adhered to or departed from across interviews, and to demonstrate convincingly that interviews were done in accordance with the standards of ethical research."

Borzou Daragahi Iraq correspondent for the Los Angeles Times, in an interview with PBS, questioned the study based on their earlier research in Iraq, saying, "Well, we think -- the Los Angeles Times thinks these numbers are too large, depending on the extensive research we've done. Earlier this year, around June, the report was published at least in June, but the reporting was done over weeks earlier. We went to morgues, cemeteries, hospitals, health officials, and we gathered as many statistics as we could on the actual dead bodies, and the number we came up with around June was about at least 50,000. And that kind of jibed with some of the news report that were out there, the accumulation of news reports, in terms of the numbers killed. The U.N. says that there's about 3,000 a month being killed; that also fits in with our numbers and with morgue numbers. This number of 600,000 or more killed since the beginning of the war, it's way off our charts."

The Lancet estimate also drew criticism from the Iraqi government. Government spokesman Ali Debbagh said, "This figure, which in reality has no basis, is exaggerated". And Iraq's Health Minister Ali al-Shemari gave a similar view a month later, "Since three and a half years, since the change of the Saddam regime, some people say we have 600,000" killed, he said. "This is an exaggerated number."

In August 2007, Les Roberts was the keynote speaker at a special session of the American Statistical Association's (ASA) Joint Statistical Meetings in Salt Lake City - the world's largest annual convention of statisticians. The session was dedicated to discussing the 2006 study. After Prof. Roberts, two statisticians spoke - Jana Asher who specializes in epidemiological cluster sample studies similar to the one in question, and Fritz Sheuer, former ASA president.

Dr. Asher made some secondary technical comments on the study, but emphasized in conclusion that she gives the work a "thumbs up", especially in view of the objective difficulties and personal risk facing surveyors.

Prof. Sheuer criticized two main aspects. The first one was that the questionnaire was in English, and surveyors then translated it in their minds to ask residents in Arabic - opening the door to discrepancies. This criticism was debunked by members of the audience, who pointed out that Arabic exhibits diglossia - i.e., the written and spoken languages are quite different - and therefore surveyors would need to translate in their minds even if the survey was written in literary Arabic. Prof. Roberts added that they have made extensive trial runs to verify that the spoken questions were indeed in line with the written text.

Prof. Sheuer's second point was not related to methodology, but to the fact that the data were not made public. Prof. Roberts replied that now the data are available to statisticians on an on-demand basis. A member of the audience verified that he received the data for re-analysis, now in press (Economic Development Quarterly?), and that his re-analysis showed wider confidence intervals for casualties, but with the magnitude remaining the same.

Number of clusters

Steven E. Moore, who conducted survey research in Iraq for the Coalition Provisional Authority and was an advisor to Paul Bremer for the International Republican Institute, ridiculed the Lancet study in an October 18, 2006 editorial in the Wall Street Journal. In a piece entitled, "655,000 War Dead? A bogus study on Iraq casualties", Moore wrote, "I wouldn't survey a junior high school, no less an entire country, using only 47 cluster points. Neither would anyone else..."

Gilbert Burnham replied on October 20, 2006:

"Mr. Moore did not question our methodology, but rather the number of clusters we used to develop a representative sample. Our study used 47 randomly selected clusters of 40 households each. In his critique, Mr. Moore did not note that our survey sample included 12,801 people living in 47 clusters, which is the equivalent to a survey of 3,700 randomly selected individuals. As a comparison, a 3,700-person survey is nearly 3 times larger than the average U.S. political survey that reports a margin of error of +/-3%."

Pre-invasion death rate

Fred Kaplan, writing for Slate, has criticized the pre-invasion death rate used in both the 2004 and 2006 Lancet surveys.

In an October 29, 2004 article in Slate he wrote:

"But there are two problems with this calculation. First, Daponte (who has studied Iraqi population figures for many years) questions the finding that prewar mortality was 5 deaths per 1,000. According to quite comprehensive data collected by the United Nations, Iraq's mortality rate from 1980-85 was 8.1 per 1,000. From 1985-90, the years leading up to the 1991 Gulf War, the rate declined to 6.8 per 1,000. After '91, the numbers are murkier, but clearly they went up. Whatever they were in 2002, they were almost certainly higher than 5 per 1,000."

See also a related article about Beth Daponte:

In an October 20, 2006 Slate article Fred Kaplan wrote that the pre-invasion death rate calculated by the 2006 Lancet report authors was also too low. This he said would cause the Lancet estimate of excess deaths since the invasion to be too high. Fred Kaplan wrote:

"Based on the household surveys, the report estimates that, just before the war, Iraq's mortality rate was 5.5 per 1,000. (That is, for every 1,000 people, 5.5 die each year.) The results also show that, in the three and a half years since the war began, this rate has shot up to 13.3 per 1,000. So, the 'excess deaths' amount to 7.8 (13.3 minus 5.5) per 1,000. They extrapolate from this figure to reach their estimate of 655,000 deaths. However, according to data from the United Nations, based on surveys taken at the time, Iraq's preinvasion mortality rate was 10 per 1,000."

In a November 20, 2006 Slate article, 2 of the Lancet study authors, Gilbert Burnham and Les Roberts, write:

"Kaplan claims that the rate was really 10, according to U.N. figures. He wrote, '[I]f Iraq's pre-invasion rate really was 5.5 per 1,000, it was lower than almost every country in the Middle East, and many countries in Europe.' This is just wrong! If Kaplan had checked the U.N. death-rate figures, most Middle Eastern nations really do have lower death rates than most European countries, and in fact have lower death rates than 5.5. Jordan's death rate is 4.2, Iran's 5.3, and Syria's 3.5. The reason for the lower rate is simple: Most Middle Eastern nations have much younger populations compared to most Western nations."

Infant and child death rates

In a March 5, 2007 article in The Times Professor Michael Spagat, an economist from Royal Holloway College, University of London, says there is a perplexing finding in the 2006 Lancet report that child deaths have fallen.

A May 25, 2000 BBC article reported that before Iraq sanctions were imposed by the UN in 1990, infant mortality had "fallen to 47 per 1,000 live births between 1984 and 1989. This compares to approximately 7 per 1,000 in the UK." The BBC article was reporting from a study of the London School of Hygiene & Tropical Medicine, titled "Sanctions and childhood mortality in Iraq", that was published in the May 2000 Lancet medical journal.

The 2000 BBC article reported that after the UN sanctions were imposed after Iraq's 1990 invasion of Kuwait, "They found that in south and central Iraq, infant mortality had risen to 108 per 1,000 between 1994 and 1999, while child mortality - covering those between one and five years - rocketed from 56 to 131 per 1,000."

The 2000 BBC article also reported, "However, it found that infant and child mortality in the autonomous, mainly Kurd region in the North of the country, has actually fallen, perhaps reflecting the more favourable distribution of aid in that area."

The UN sanctions ended on May 22, 2003 (with certain arms-related exceptions).

40 houses surveyed per day

Madelyn Hicks, a psychiatrist and public health researcher at King's College London in the U.K., says she "simply cannot believe" the paper's claim that 40 consecutive houses were surveyed in a single day. "There is simply not enough time in the day," she says, "so I have to conclude that something else is going on for at least some of these interviews." Households may have been "prepared by someone, made ready for rapid reporting," she says, which "raises the issue of bias being introduced."

An October 24 2006 The Guardian article reports this response from Lancet study author Gilbert Burnham:

"Others had suggested that it was impossible for 40 households to be surveyed in one day - but in fact the researchers were split into two teams and conducted 20 household interviews each, he said."

An October 30, 2006 BBC article reports this response from Lancet study author Les Roberts:

"In Iraq in 2004, the surveys took about twice as long and it usually took a two-person team about three hours to interview a 30-house cluster. I remember one rural cluster that took about six hours and we got back after dark. Nonetheless, Dr. Hicks' concerns are not valid as many days one team interviewed two clusters in 2004."

Death Certificates

Of the 1849 households that completed the survey there were reports of 629 deaths during the study period from January 1, 2002 through June 2006.

The Lancet study claims that, "Survey teams asked for death certificates in 545 (87%) reported deaths and these were present in 501 cases. The pattern of deaths in households without death certificates was no different from those with certificates."

So, 92% of those asked for death certificates produced them.

In an interview in April 2007 Lancet study author Les Roberts reported that, "90 percent of the people we interviewed had death certificates. We're quite sure they didn't make these deaths up."

The Iraq Body Count project questioned the Lancet study's death certificate findings saying the Lancet study authors "would imply that officials in Iraq have issued approximately 550,000 death certificates for violent deaths (92% of 601,000). Yet in June 2006, the total figure of post-war violent deaths known to the Iraqi Ministry of Health (MoH), combined with the Baghdad morgue, was approximately 50,000."

The August 2006 Basrah Governorate Assessment Report of the United Nations High Commissioner for Refugees described death certificate procedures of the Ministry of Health (MoH) as follows:

Death certificates, which are needed in order to obtain retirement benefits for a person’s surviving spouse or children, as well as for inheritance purposes, are issued by the MoH Births/Deaths Administrative Offices which are located in Public Hospitals. Death certificates are usually issued the same day. The following documents are required:

• Medical report;
• Civil ID card of the deceased person;
• Food ration card of the deceased person.

The issuance of death certificates is free.

In a November 20, 2006 Slate article, 2 of the Lancet study authors, Gilbert Burnham and Les Roberts, write:

"In July [2006], for example, the Ministry of Health reported exactly zero violent deaths in Anbar Province, in spite of the contradictory evidence we saw on our televisions. Is that a surveillance network on which our understanding of what is going on in Iraq can depend?"

In October 2006 Middle East Professor Juan Cole supported the Lancet findings, noting that Iraqis often bury their dead on the same day, and thus don't require a death certificate, and also may not report it for fear of reprisals by militias:

"Although there are benefits to registering with the government for a death certificate, there are also disadvantages. Many families who have had someone killed believe that the government or the Americans were involved, and will have wanted to avoid drawing further attention to themselves by filling out state forms and giving their address."

Main Street Bias

Professors Sean Gourley and Neil Johnson of the physics department at Oxford University, and Professor Michael Spagat of the economics department of Royal Holloway, University of London, claimed the methodology of the study was fundamentally flawed by what they term "main street bias". They claimed the sampling methods used "will result in an over-estimation of the death toll in Iraq" because "by sampling only cross streets which are more accessible, you get an over-estimation of deaths."

These professors have published a detailed paper discussing this bias and the Lancet study called "Conflict Mortality Surveys".

An October 24 2006 The Guardian article reported this response from a Lancet study author:

"But Prof Burnham said the researchers penetrated much further into residential areas than was clear from the Lancet paper. The notion 'that we avoided back alleys was totally untrue'. He added that 28% of households were in rural areas - which matches the population spread."

An article in Science magazine by John Bohannon describes some of the criticisms, as well as some responses from the Lancet report's lead author Gilbert Burnham. According to Bohannon and Johnson, the Lancet paper indicates that the survey team avoided small back alleys for safety reasons. But this could bias the data because deaths from car bombs, street-market explosions, and shootings from vehicles should be more likely on larger streets. Burnham counters that such streets were included and that the methods section of the published Lancet paper is oversimplified.

Bohannon also alleged that Burnham told Science that he does not know exactly how the Iraqi team conducted its survey; the details about neighborhoods surveyed were destroyed "in case they fell into the wrong hands and could increase the risks to residents." These explanations have infuriated the study's critics. Michael Spagat, an economist at Royal Holloway, University of London, who specializes in civil conflicts, says the scientific community should call for an in-depth investigation into the researchers' procedures. "It is almost a crime to let it go unchallenged," adds Johnson.

In a 24 November 2006 letter to Science, the authors of the Lancet report claimed that Bohannon misquoted Burnham, stating that "in no place does our Lancet paper say that the survey team avoided small back alleys", and that "The methods section of the paper was modified with the suggestions of peer reviewers and the editorial staff. At no time did Burnham describe it to Bohannon as 'oversimplified'."

Bohannon defended his comments as accurate, citing Burnham saying, in response to questions about why details of selecting "residential streets that did not cross the main avenues", that "in trying to shorten the paper from its original very large size, this bit got chopped, unfortunately." In addition, the details which were destroyed refer to the "scraps" of paper on which streets and addresses were written to "randomly" choose households.

The data set is now being selectively released.

Confusing and erroneous graph

Figure 4 from the second The Lancet survey of Iraqi mortality, showing a comparison with two other mortality estimates. Two letters subsequently published in the Lancet journal challenged this graph as erroneous and misleading, and the authors of the study conceded these problems, saying that they intended to illustrate their similar escalation.

Figure 4 from the October 2006 Lancet survey of Iraq War mortality, showing a comparison of 3 mortality estimates. Two letters subsequently published in the Lancet journal challenged this graph.

The purpose of the graph according to the Lancet article is to show that these 3 mortality estimates all indicate an increasing rate of deaths over time. The increasing rate is purportedly shown by the increasing steepness in the slopes of all 3 graph lines. Accompanying the graph is a claim that "the similar patterns of mortality over time documented in our survey and by other sources corroborate our findings about the trends in mortality over time."

However, the IBC and DoD slopes are not illustrating "rates", but rather the rise in their cumulative totals over time, and are plotted along the "Deaths" axis on the left. Contrarily, rates for the Lancet are plotted independently using the "Deaths per 1,000 per year" axis on the right. A letter by Debarati Guha-Sapir, Olivier Degomme and Jon Pedersen explains: "Burnham and colleagues' figure 4, in which cumulated Iraq Body Count deaths parallel their study's mortality rates, is misleading. Rates cannot be compared with numbers, much less with cumulative numbers."

A second letter by Josh Dougherty explains that the DoD figure is misrepresented: "Burnham and colleagues' assertion that the DoD 'estimated the civilian casualty rate at 117 deaths per day' is mistaken, as is their figure 4, which repeats this error in graphic form. These data refer to Iraqi civilians and security-force personnel, not just to civilians, and to casualties (ie, deaths or injuries), not just deaths."

The text of the Lancet document is also in error regarding the figure of 117 casualties per day: on p.1, it states that this figure applied "between May, 2005, and June, 2006"; whereas the DoD report only gives this figure between May 2006 and Aug 2006. (The relevant bar chart is on p.32 of the report.)

The authors' reply says, "Josh Dougherty and Debarati Guha-Sapir and colleagues all point out that figure 4 of our report mixes rates and counts, creating a confusing image. We find this criticism valid and accept this as an error on our part. Moreover, Dougherty rightly points out that the data in the US Department of Defense source were casualties, not deaths alone... We wanted to show that the three sources all similarly pointed to an escalating conflict."

More responses to criticisms

In a Democracy Now! interview , study co-author Les Roberts defended the methodology by noting that the method is the standard used in poor countries. He also said that the same method was used by the US government following wars in Kosovo and Afghanistan. Roberts also said that the US government's Smart Initiative program is spending millions of dollars per year teaching NGOs and UN workers how to use the same cluster method for estimating mortality rates.

The article's authors defended their research, claiming that their work was the only active study of the death toll, and that this is more accurate than passively counting reported deaths. They cited a number of factors that could lead to smaller figures from other sources; for example, the Islamic requirement that bodies be buried within 24 hours of death. They claim that the sources of bias in their study push the figure down.

An Oct. 11, 2006 Washington Post article reports:

Ronald Waldman, an epidemiologist at Columbia University who worked at the Centers for Disease Control and Prevention for many years, called the survey method "tried and true," and added that "this is the best estimate of mortality we have."

In a letter to The Age, published Oct. 21, 2006, 27 epidemiologists and health professionals defended the methods of the study, writing that the study's "methodology is sound and its conclusions should be taken seriously."

A Reuters article reports on other researchers, epidemiologists, professors, and physicians who have defended the study. For example; this quote from the article;

"Over the last 25 years, this sort of methodology has been used more and more often, especially by relief agencies in times of emergency," said Dr. David Rush, a professor and epidemiologist at Tufts University in Boston.

Sir Richard Peto, Professor of Medical Statistics and Epidemiology in the University of Oxford, described the 2006 report as "statistically valid" in an interview on BBC television.

Dr. Ben Coghlan, an epidemiologist in Melbourne Australia, writes: "The US Congress should agree: in June this year [2006] they unanimously passed a bill outlining financial and political measures to promote relief, security and democracy in the Democratic Republic of Congo. The bill was based in part on the veracity of a survey conducted by the Burnet Institute (Melbourne) and the International Rescue Committee (New York) that found 3.9 million Congolese had perished because of the conflict. This survey used the same methodology as Burnham and his associates. It also passed the scrutiny of a UK parliamentary delegation and the European Union." Burnham is one of the authors of both of the Lancet studies.

October 19, 2006 Washington Post article reports:

"The numbers do add up," said Daniel Davies, a stockbroker and blogger for the Guardian. He argued that the sample of 1,849 households interviewed by Iraqi doctors working for the JHU research team was as large as that used by political pollsters.

An October 16, 2006 MediaLens article quotes many health experts, epidemiologists, biostatistics experts, polling experts, etc. who approve of the Lancet study and methodology. For example:

John Zogby, whose New York-based polling agency, Zogby International, has done several surveys in Iraq since the war began, said: "The sampling is solid. The methodology is as good as it gets. It is what people in the statistics business do." ...

Professor Sheila Bird of the Biostatistics Unit at the Medical Research Council said: "They have enhanced the precision this time around and it is the only scientifically based estimate that we have got where proper sampling has been done and where we get a proper measure of certainty about these results."

In an October 31, 2006 MediaLens article, Lancet study co-author Les Roberts responded to several questions on the report, concluding that: "Of any high profile scientific report in recent history, ours might be the easiest to verify. If we are correct, in the morgues and graveyards of Iraq, most deaths during the occupation would have been due to violence. If Mr. Bush's '30,000 more or less' figure from last December is correct, less than 1 in 10 deaths has been from violence. Let us address the discomfort of Mr. Moore and millions of other Americans, not by uninformed speculation about epidemiological techniques, but by having the press travel the country and tell us how people are dying in Iraq."

UNDP ILCS study compared to Lancet studies.

UNDP ILCS stands for the 2004 United Nations Development Programme Iraq Living Conditions Survey

The Iraq Body Count project (IBC) records civilian deaths reported by English-language media, including all civilian deaths due to coalition military action, the insurgency or increased criminal violence. The IBC site states: "it should be noted that many deaths will likely go unreported or unrecorded by officials and media."

The IBC death count at the time of the October 2006 Lancet study was released was between 43,546 and 48,343, or roughly 7% of the estimate in the Lancet study. Besides the admitted IBC undercount due to its media reliance, some of the difference between the Lancet and IBC estimates is explained by the fact that the Lancet study was estimating all "excess" deaths from any and all violent and non-violent causes, and includes combatants and civilians alike.

However, IBC believes some of it may also be explained by the Lancet having overestimated, citing the lower estimate from the UNDP's 2004 Iraq Living Conditions Survey (ILCS).

IBC illustrated several of what it calls "the main data that are relevant to a comparative assessment of" the ILCS study and the 2004 Lancet study. It points to, for example, a much larger number of clusters (2,200 for ILCS vs. 33 for Lancet), and a more accurate sampling rate (1 in 200 for ILCS vs. 1 in 3,000 for Lancet). The 2006 Lancet study is somewhat larger than the first (it used 47 clusters instead of 33, and had a lower sampling rate). The 2004 Lancet study surveyed 988 households, and the 2006 Lancet study surveyed 1849 households. The ILCS study surveyed 22,000 households.

Lancet authors draw a different kind of comparison. From Appendix C of the 2006 Lancet study supplement there is this concerning the ILCS study:

"Working for the U.N. Development Program [UNDP], the highly regarded Norwegian researcher Jon Pederson led a survey that recorded between 18,000 and 29,000 violent deaths during the first year of occupation. The survey was not focused on deaths, but asked about them over the course of lengthy interviews that focused on access to services. While this was more than twice the rate recorded by IBC [Iraq Body Count project] at the time, Pederson expressed concern for the completeness and quality of the data in a newspaper interview last year. The surveys reported in The Lancet were focused solely on recording deaths and count about two and a half times as many excess deaths from all causes over the same period."

In an October 30, 2006 BBC article Lancet study author Les Roberts compares the number of violent deaths found in the UNDP survey and in the 2 Lancet surveys through the first year after the invasion (by April 2004):

"This UNDP survey covered about 13 months after the invasion. Our first survey recorded almost twice as many violent deaths from the 13th to the 18th months after the invasion as it did during the first 12. The second survey found an excess rate of 2.6/1000/year over the same period corresponding to approximately 70,000 deaths by April of 2004. Thus, the rates of violent death recorded in the two survey groups are not so divergent."

In a MediaLens article Les Roberts discussed the UNDP ILCS (Jon Pederson) method of recording deaths:

"His group conducted interviews about living conditions, which averaged about 82 minutes, and recorded many things. Questions about deaths were asked, and if there were any, there were a couple of follow-up questions. A) I suspect that Jon's mortality estimate was not complete. ... Jon sent interviewers back after the survey was over to the same interviewed houses and asked just about <5 [less than 5] year old deaths. The same houses reported ~50% more deaths the second time around. In our surveys, we sent medical doctors who asked primarily about deaths. Thus, I think we got more complete reporting."

The ILCS asked about deaths during the course of a lengthy interview on the household's living conditions. In the 3 main ILCS documents (in pdf form) all the war-related deaths info is in 6 paragraphs on page 54 of the analytical report. It states:

"The ILCS data has been derived from a question posed to households concerning missing and dead persons during the two years prior to the survey. Although the date was not asked for, it is reasonable to suppose that the vast majority of deaths due to warfare occurred after the beginning of 2003."

From an October 19, 2006 Washington Post article there is this:

"In a telephone interview, Jon Pedersen, research director for the 2004 study, said several factors probably account for researchers' different findings. One key issue is how researchers extrapolate from the deaths identified in their field research to a death toll for the whole country. Pedersen noted that the Lancet study is based on a pre-invasion mortality rate of 5.5 deaths per thousand people [per year]. The U.N., he said, used the figure of 9 deaths per thousand. Extrapolating from the lower pre-invasion mortality rate would yield a greater increase in post-invasion deaths, he noted."

The above-mentioned U.N. "pre-invasion mortality rate" of 9 deaths/1,000/year is more than either the 2002 or 2003 mortality rates measured by both Lancet studies.

Even though the 2004 and 2006 Lancet studies interviewed different sets of households across Iraq, they came up with the same 2002 pre-war mortality rate. From the 2006 Lancet article: "The striking similarity between the 2004 and 2006 estimates of pre-war mortality diminishes concerns about people’s ability to recall deaths accurately over a 4-year period."

Here is an excerpt from the supplement to the 2006 Lancet study:

"For the purpose of analysis, the 40 months of survey data were divided into three equal periods—March 2003 to April 2004; May 2004 to May 2005, and June 2005 to June 2006. Following the invasion the death rate rose each year."

• "Pre-invasion: 5.5 deaths/1,000/year
• March 2003-April 2004: 7.5 deaths/1,000/year
• May 2004-May 2005: 10.9 deaths/1,000/year
• June 2005-June 2006: 19.8 deaths/1,000/year
• Overall post-invasion: 13.2 deaths/1,000/year"

The difference between the pre-invasion mortality rate and the different mortality rates after the invasion are the excess mortality rates for each period. Table 3 in the Lancet article lists those rates as 2.6, 5.6, and 14.2. Why the excess mortality rate for June 2005 to June 2006 is listed as 14.2 instead of 14.3 may be due to how rounding was done. The overall excess mortality rate for the whole post-invasion survey period is listed as 7.8 deaths/1000/year in Table 3.

The difference between the Lancet and U.N. pre-invasion mortality rates is 3.5 deaths/1,000/year. The Lancet study used the number of 26,112,353 (from Lancet supplement) as the population of Iraq. 3.5 times 26,112 equals 91,392. So 3.5 deaths/1,000/year means around 91,400 deaths in one year in a population of 26.1 million.

Responses below by Lancet study co-author Les Roberts (LR below) to 2 questions are from an October 31, 2006 MediaLens article.

Question 9:

9. Lancet 2 found a pre-invasion death rate of 5.5/ per 1000 people per year. The UN has as estimate of 10? Isn't that evidence of inaccuracy in the study?

LR: The last census in Iraq was a decade ago and I suspect the UN number is somewhat outdated. The death rate in Jordan and Syria is about 5. Thus, I suspect that our number is valid. ...

Question 10:

10. The pre-invasion death rate you found for Iraq was lower than for many rich countries. Is it credible that a poor country like Iraq would have a lower death rate than a rich country like Australia?

LR: Yes. Jordan and Syria have death rates far below that of the UK because the population in the Middle-east is so young. Over half of the population in Iraq is under 18. Elderly populations in the West are a larger part of the population profile and they die at a much higher rate.

Iraq Body Count project compared to Lancet studies

See also: Iraq Body Count project and Casualties of the conflict in Iraq since 2003

Besides the comparisons made in various publications, and in previous sections here, there are also more comparisons and criticisms of both studies in the relevant sections of the above-linked articles. In particular see the "Undercounting" section at Casualties of the conflict in Iraq since 2003 which lists many examples of how the media, hospitals, morgues, government, etc. miss many of the deaths caused by the war.

ORB survey compared with Lancet studies

See also: ORB survey of casualties of the Iraq War

On September 14, 2007, ORB (Opinion Research Business), an independent UK based polling agency, published an estimate of the total casualties of the Iraq war. The figure suggested by ORB, which was based on survey responses from 1,499 adults, stands at 1,220,580 deaths, with a margin of error of 2.5%. This estimate, although conducted independently, and using a different polling methodology, is consistent with the Lancet findings.

See also

• Iraq War
• Casualties of the conflict in Iraq since 2003
• Statistics

External links

First study

• Elisabeth Rosenthal, "Study Puts Iraqi Deaths of Civilians at 100,000", International Herald Tribune via the New York Times, 29 October 2004
• Sarah Boseley, "100,000 Iraqi civilians dead, says study", The Guardian, 29 October 2004
• Stephen Soldz, "100,000 Iraqis Dead: Should We Believe It?", ZNet, November 3, 2004
• Jamie Doward, "The Lancet and the bodies in question", column in The Guardian, 7 November 2004
• Joseph Choonara, "Counting the dead in Iraq", interview of Les Roberts, Socialist Worker, 23 April 2005
• Les Roberts, "100,000 deaths in Iraq: A year later", American Friends Service Committee, 26 October 2005
• Les Roberts seminar at the London School of Hygiene & Tropical Medicine, on 13 April 2005; uploaded in http://www.youtube.com/watch?v=o5vD_Ub2K_c on 25 October 2006.

Second study

• "Co-Author of Medical Study Estimating 650,000 Iraqi Deaths Defends Research in the Face of White House Dismissal" (contains link to audio), interview with Les Roberts, Democracy Now, 12 October 2006
• "War on Iraq: Is the United States Killing 10,000 Iraqis Every Month? Or Is It More?". By Michael Schwartz. AlterNet. July 6, 2007.