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Costs and Benefits of a Subtype-Specific Surveillance System for Identifying Escherichia coli O157:H7 Outbreaks.


We assessed the societal so·ci·e·tal  
adj.
Of or relating to the structure, organization, or functioning of society.



so·cie·tal·ly adv.

Adj.
 costs and benefits of a subtype-specific surveillance system for identifying outbreak-associated Escherichia coli Escherichia coli (ĕsh'ərĭk`ēə kō`lī), common bacterium that normally inhabits the intestinal tracts of humans and animals, but can cause infection in other parts of the body, especially the urinary tract.  0157:H7 infections. Using data from Colorado, we estimated that if it averted a·vert  
tr.v. a·vert·ed, a·vert·ing, a·verts
1. To turn away: avert one's eyes.

2.
 five cases annually, the system would recover all its costs.

Escherichia coli O157:H7 infections pose a serious public health threat (1-4). Surveillance, rapid reporting of cases, and prompt epidemiologic ep·i·de·mi·ol·o·gy  
n.
The branch of medicine that deals with the study of the causes, distribution, and control of disease in populations.



[Medieval Latin epid
 investigations are essential elements of timely public health response (2,5). Surveillance that uses molecular subtyping methods has at least two advantages over traditional surveillance systems (6). First, it is sensitive enough to identify outbreaks not detected by traditional surveillance or can detect them earlier. Second, it is specific enough to differentiate sporadic sporadic /spo·rad·ic/ (spo-rad´ic) occurring singly; widely scattered; not epidemic or endemic.

spo·rad·ic or spo·rad·i·cal
adj.
1. Occurring at irregular intervals.

2.
 cases from outbreak-related cases and distinguish between single and multiple outbreaks.

A subtype-specific surveillance system consists of 1) mandatory submission of E. coli E. coli: see Escherichia coli.
E. coli
 in full Escherichia coli

Species of bacterium that inhabits the stomach and intestines. E. coli can be transmitted by water, milk, food, or flies and other insects.
 O157:H7 isolates for subtyping; 2) a centrally located laboratory equipped to perform subtyping by pulsed-field gel electrophoresis gel electrophoresis
n.
Electrophoresis performed in a gel composed of agarose, polyacrylamide, or starch.
; 3) active links between local and state health officials; and 4) epidemiologic capacity to investigate the possibility of an outbreak once identical strains are identified.

In August 1997, the Colorado Department of Public Health and Environment, using subtype-specific surveillance, identified an outbreak associated with eating hamburgers from beef processed in a plant in Nebraska and distributed nationally. After the outbreak was traced to the contaminated contaminated,
v 1. made radioactive by the addition of small quantities of radioactive material.
2. made contaminated by adding infective or radiographic materials.
3. an infective surface or object.
 beef, the company recalled 25 million pounds of ground beef, the largest meat recall recorded (7).

We used cost-benefit analysis cost-benefit analysis

In governmental planning and budgeting, the attempt to measure the social benefits of a proposed project in monetary terms and compare them with its costs.
 to assess the economic feasibility (from a societal perspective) of using a system similar to the one in Colorado for identifying E. coli O157:H7 outbreaks.

The Study

A system is cost-beneficial if the discounted benefits it generates are at least as great as the discounted costs of installing and operating the system. The life span of the subtype-specific surveillance system in Colorado is 5 years, yielding benefits over the lifetime of people affected by it. Data on the costs of the system were obtained from the Colorado Department of Public Health and Environment (Table 1). The system was not set up only to subtype (programming) subtype - If S is a subtype of T then an expression of type S may be used anywhere that one of type T can and an implicit type conversion will be applied to convert it to type T.  for E. coli O157:H7 but also to identify outbreaks of other organisms (e.g., Salmonella typhi Salmonella ty·phi
n.
Typhoid bacillus.
); only E. coli-related costs were considered here. The sensitivity of the results was examined with all the costs of the system attributed to E. coli O157:H7 subtyping.

Table 1. Costs of installing and operating the subtype-specific surveillance system, Colorado, 1996
Labor and equipment costs     Total costs   Escherichia coli-related
                                                   costs(a)
Equipment                       $40,000            $16,000
Laboratory scientist            $10,000             $4,000
 (per year)(b)
Analyzing the isolates          $12,000            $12,000
 (per year)(c)
Investigating an                 $9,600             $9,600
 outbreak(d,e)
Present value of outbreak       $90,568            $90,568
 costs (in 5 years)(f)
Annual operating costs(g)       $41,200            $35,200


(a) From the proportion of E. coli isolates among the total number of isolates expected to be subtyped each year, we extrapolated that 40% of the equipment and labor costs were E. coli-related.

(b) The salary and fringe benefits fringe benefits,
n.pl the benefits, other than wages or salary, provided by an employer for employees (e.g., health insurance, vacation time, disability income).
 of a full-time laboratory analyst.

(c) Analyzing 300 isolates at a cost of $40 per isolate.

(d) This cost included, but was not limited to, the value of time (15 days) spent investigating an outbreak, answering telephone calls, conducting meetings, improving and transferring pulsed-field gel electrophoresis image files to various groups, creating databases, requesting information, responding to media calls, and handling legal issues. We assumed that, as a result of the system, two outbreaks would be investigated each year (6).

(e) The costs of additional labor and the epidemiologic investigation of an outbreak were estimated at $5,000 and $4,600, respectively.

(f) At a discount rate of 3%.

(g) Laboratory scientist ($10,000) + analyzing the isolates ($12,000) + investigating two outbreaks (2 x $9,600 = $19,200)

In estimating the costs of outbreak investigations, we assumed that, as a result of the system, two epidemiologic investigations would be carried out each year, with an average cost of $9,600 per outbreak (Table 1). The costs associated with recalling any outbreak-related product were not included. Data (e.g., percentage of contaminated beef) that would allow us to attribute economic value to the amount of the product recalled were not available. In the sensitivity analysis, costs were increased by 100% to account for such missing data.

The benefits of the surveillance system are the economic savings accrued ac·crue  
v. ac·crued, ac·cru·ing, ac·crues

v.intr.
1. To come to one as a gain, addition, or increment: interest accruing in my savings account.

2.
 from E. coli O157:H7 cases averted. Determining the number of cases averted as a result of using the system is difficult. One way of determining this number is by estimating the attack rate and multiplying mul·ti·ply 1  
v. mul·ti·plied, mul·ti·ply·ing, mul·ti·plies

v.tr.
1. To increase the amount, number, or degree of.

2. Mathematics To perform multiplication on.
 that number by the amount of beef recalled (8).

However, for the outbreak in Colorado, data for estimating specific attack rates were lacking. Instead, we estimated two threshold numbers of cases that must be averted for the costs to be equal to the benefits of the system. The first threshold number was calculated by assuming the system averts a constant number of cases every year. The second number was calculated under the assumption that the system averts only a given number of cases in the first year and no cases in subsequent years. If the estimated threshold is below a reasonable number, the system is cost beneficial. A reasonable number is calculated by consulting the literature and expert opinion.

The average cost of an E. coli O157:H7 infection was estimated by using an infection outcome tree (4) (Figure). A person infected in·fect  
tr.v. in·fect·ed, in·fect·ing, in·fects
1. To contaminate with a pathogenic microorganism or agent.

2. To communicate a pathogen or disease to.

3. To invade and produce infection in.
 with E. coli O157:H7 can be in only one disease severity category (Figure; Table 2). The far-left branch of the tree is designated as severity category no. 9. The probability is 0.2% (10% hospitalization hospitalization /hos·pi·tal·iza·tion/ (hos?pi-t'l-i-za´shun)
1. the placing of a patient in a hospital for treatment.

2. the term of confinement in a hospital.
 x 50% hemolytic uremic syndrome hemolytic uremic syndrome
n.
A syndrome in which hemolytic anemia and thrombocytopenia occur with acute renal failure, marked in children by sudden gastrointestinal bleeding, urine that contains red blood cells and is scanty in volume, and
 [HUS] x 4% death) that an infected person will be hospitalized for hemorrhagic colitis hemorrhagic colitis
n.
Abdominal cramps and bloody diarrhea, without fever, attributed to a self-limited infection by a strain of Escherichia coli.
, come down with HUS, and die after 1 year. From the time of infection until the time of death, the societal costs for this patient are $991,221 (medical costs $39,204 + productivity losses $3,041 + lost lifetime earnings $948,976).

[Figure ILLUSTRATION OMITTED]

Table 2. Assumptions about disease severity following an Escherichia coil 0157:H7 infection(a)
Severity                         Assumptions
category

No. 1           Patient does not seek medical care, recovers,
                 and misses 2 days of work
No. 2           Patient seeks medical care for hemorrhagic
                 colitis, has one laboratory test, recovers,
                 and misses 4 days of work
No. 3           Patient is hospitalized for hemorrhagic
                 colitis for 6.5 days and recovers after
                 missing 14 days of work
No. 4           Patient is hospitalized for hemorrhagic
                 colitis for 6.5 days, misses 14 days of
                 of work, and dies in the first year
No. 5           Patient is hospitalized for acute HUS(b)
                 for 5 days in ICU(c) and 10 days in a
                 regular room, and recovers after missing
                 32 days of work
No. 6           Patient is hospitalized for acute HUS(b)
                 for 5 days in ICU(c) and 10 days in a
                 regular room, requires dialysis for 12
                 days, and recovers after missing 32
                 days of work
No. 7           Patient is hospitalized for hemorrhagic
                 colitis; comes down with chronic HUS(b);
                 may require dialysis, transplants, or drug
                 therapy; cannot work for an extended
                 period; and recovers
No. 8           Patient is hospitalized for hemorrhagic
                 colitis; comes down with chronic HUS(b);
                 may require dialysis, transplants, or drug
                 therapy; cannot work for an extended
                 period; and dies
No. 9           Patient is hospitalized for acute HUS(b)
                 for 5 days in ICU(c) and 10 days in a
                 regular room, and dies after missing
                 32 days of work


(a) Adapted from Buzby et al. (4). A patient is defined as a person infected with E. coli O157:H7 who has at least a gastrointestinal illness for more than 1 day.

(b) HUS, hemolytic uremic syndrome.

(c) ICU ICU intensive care unit.

ICU
abbr.
intensive care unit



ICU

see intensive care unit.

ICU 
, intensive care unit.

Data on the probability of being in any of these categories were obtained from Roberts et al. (3). The economic costs associated with each category were based on the methods and assumptions of Buzby et al. (4), with modifications (Table 2). Productivity losses were estimated by multiplying the average wage in 1996 by the number of days missed from work. The average wage rate was estimated by using the average daily earnings of a nonagricultural nonsupervisory employee, assuming that fringe benefits are 39% of total wages or salaries and a labor participation rate of 84% (4). We estimated the costs of a death by using only the lost lifetime earnings, as estimated by Haddix et al. (9) and updated by the rates of change in wages. Because we did not assess pain and suffering from the disease or loss of human life, our estimates of benefits should be considered conservatively low.

All costs and benefits were adjusted to 1996 dollars according to according to
prep.
1. As stated or indicated by; on the authority of: according to historians.

2. In keeping with: according to instructions.

3.
 the consumer price index or its components (various issues of the Statistical Abstract). All future costs and benefits were discounted at 3%. Other rates were used in the sensitivity analysis.

The discounted average cost of an E. coli O157:H7 infection was $7,788 (Table 3). The main component of the cost of a case was the expected cost of sequelae sequelae Clinical medicine The consequences of a particular condition or therapeutic intervention  and death. The undiscounted cost of a case was $15,927. The discounted cost of installing and operating the surveillance system over a period of 5 years was $182,042 (Table 3). Included in this category were the costs of investigating outbreaks ($90,568 in 5 years), of the subtyping equipment ($16,000), and of analyzing the isolates ($60,000 in 5 years) (Table 1). At a 3% discount, five cases per year (or 14 cases in the first year only) must be averted for the costs of the system to be equal to its benefits (Table 3). Without discounting, the threshold number dropped to 2.4 cases per year (Table 3).

Table 3. Discounted costs of an Escherichia coil 0157:H7 infection, discounted costs of the surveillance system, and threshold number of cases, 1996
                                              Discount rate(a)

Components affecting costs                     3%           0%

Discounted average cost of an E.            7,788       15,927
  coli O157:H7 infection
Discounted costs of installing           $182,042     $192,000
  and operating the system
Baseline (best estimate)
  Cases that need to be averted every           5.0          2.4
    year for 5 years(b)
  Cases that need to be averted                14.2          7.2
    in the first year alone(c)
One-way sensitivity analysis
Increasing labor and equipment
  costs from $20,000 to $50,000
  Cases that need to be averted every           6.4          3.1
    year for 5 years(b)
  Cases that need to be averted in             20.9         10.6
    the first year alone(c)
Decreasing the costs of an infection
  from $7,788 to $3,894
  Cases that need to be averted                 9.9          4.8
    every year for 5 years(b)
  Cases that need to be averted                28.4         14.5
    in the first year alone(c)
Increasing the probability of
  death from 0.4% to 2.3%
  Cases that need to be averted                 1.5          0.5
   every year for 5 years(b)
  Cases that need to be averted                 4.3          1.5
   in the first year alone(c)

                                              Discount
                                               rate(a)

Components affecting costs                      5%

Discounted average cost of an E.               5,847
  coli O157:H7 infection
Discounted costs of installing              $176,018
  and operating the system
Baseline (best estimate)
  Cases that need to be averted every              6.6
    year for 5 years(b)
  Cases that need to be averted                   18.5
    in the first year alone(c)
One-way sensitivity analysis
Increasing labor and equipment
  costs from $20,000 to $50,000
  Cases that need to be averted every              8.6
    year for 5 years(b)
  Cases that need to be averted in                27.2
    the first year alone(c)
Decreasing the costs of an infection
  from $7,788 to $3,894
  Cases that need to be averted                   13.2
    every year for 5 years(b)
  Cases that need to be averted                   36.9
    in the first year alone(c)
Increasing the probability of
  death from 0.4% to 2.3%
  Cases that need to be averted                    2.6
   every year for 5 years(b)
  Cases that need to be averted                    7.3
   in the first year alone(c)


(a) The most frequently assumed discount rate is 5%. However, 3% is the recommended rate. No discounting is suggested for testing the sensitivity of the results (10).

(b) Threshold number of cases averted every year for 5 years above which the system is cost-beneficial.

(c) Threshold number of cases averted in the first year above which the system is cost-beneficial, assuming the system does not avert any cases in subsequent years and continues to incur costs.

Sensitivity Analysis

The estimated costs of a case were sensitive to the estimates of the probability of death after infection. If the probability of death is raised to 2.3% (4), the cost of a case increases to $25,997, and the threshold number of cases averted for the system to be economically feasible decreases to 1.5 per year for 5 years, or 4.3 cases in the first year and none in the following years (Table 3).

If all the costs of subtyping (including subtyping for other organisms) were included in the analysis, the system would recover its costs after averting a·vert  
tr.v. a·vert·ed, a·vert·ing, a·verts
1. To turn away: avert one's eyes.

2.
 6.4 infections annually, or 20.9 cases in the first year only, with no cases detected in subsequent years. If the costs of the system doubled or the benefits of a case averted decreased by 50%, the threshold number would increase to 9.9 cases per year, or 28.4 cases in the first year only (Table 3). Doubling the number of outbreaks or considering only direct medical costs would raise the threshold numbers to 7.4 and 11.4 cases per year, respectively.

Conclusions

If 15 cases were averted by the recall of the 25 million pounds of potentially contaminated beef, the Colorado system would have recovered all costs for the 5 years of start-up and operation by detecting a single outbreak (Table 3). In comparison, the outbreak-related 1993 recall of 255,000 regular (0.1-lb) hamburgers in Washington State was estimated to have prevented 800 cases (8).

The discounted average cost of an E. coli O157:H7 infection of $7,788 (Table 3) was a relatively conservative estimate compared with that of $38,000 (in 1995 dollars) by Buzby et al. (4). The major differences are the probability of death and the economic value of life used in the estimation estimation

In mathematics, use of a function or formula to derive a solution or make a prediction. Unlike approximation, it has precise connotations. In statistics, for example, it connotes the careful selection and testing of a function called an estimator.
 (11).

If other benefits of the system (e.g., obviating ob·vi·ate  
tr.v. ob·vi·at·ed, ob·vi·at·ing, ob·vi·ates
To anticipate and dispose of effectively; render unnecessary. See Synonyms at prevent.
 the need to investigate sporadic cases) are included, the system becomes even more cost beneficial. Unproductive extensive traceback investigations of sporadic E. coli O157:H7 infections have been conducted (12). Investigating such sporadic cases can be very costly (Table 1), and a subtype-specific system can reduce such costs.

According to the National Electronic Telecommunications Communicating information, including data, text, pictures, voice and video over long distance. See communications.  System for Surveillance, 90 cases of E. coli O157:H7 were reported in Colorado in 1998 (13), an annual incidence rate of 2.3 per 100,000 population. In comparison, the national incidence rate calculated from these data was 1.2 per 100,000 population (3,161 cases).

This study was limited by lack of data that would have enabled us to estimate attack rates from the outbreak, cases averted by the meat recall, and the benefit to society (money saved) by establishing the system. Despite its limitations, this study has important implications for public health policy. From a societal perspective, a surveillance system does not need to prevent a large number of cases to yield return on the resources invested in it.

Acknowledgments

The authors thank Patrick McConnon, Paul Mead mead (mēd), wine made of fermented honey and water, sometimes flavored with spices. It is highly intoxicating. Mead was known in classical Greece and Rome and was the favorite drink of the tribes of N and W Europe. , Peter Drotman, and Pam Shillam for helpful discussions.

This research is supported in part by CDC See Control Data, century date change and Back Orifice.

CDC - Control Data Corporation
 and Oak Ridge Oak Ridge, city (1990 pop. 27,310), Anderson and Roane counties, E Tenn., on Black Oak Ridge and the Clinch River; founded by the U.S. government 1942, inc. as an independent city 1959.  Institute of Science and Education through an interagency in·ter·a·gen·cy  
adj.
Involving or representing two or more agencies, especially government agencies.
 agreement between the US Department of Energy and CDC.

Dr. Elbasha is a health economist in the Prevention Effectiveness Branch, Division of Prevention Research and Analytic Methods, Epidemiology epidemiology, field of medicine concerned with the study of epidemics, outbreaks of disease that affect large numbers of people. Epidemiologists, using sophisticated statistical analyses, field investigations, and complex laboratory techniques, investigate the cause  Program Office, CDC. His research interests include assessment of the burden of diseases, the cost-effectiveness and cost-benefits of various public health interventions health intervention Health care An activity undertaken to prevent, improve, or stabilize a medical condition , analysis of economic policies that impact public health, and integration of economic analysis and methods into epidemiologic models and data.

References

(1.) Griffin PM, Tauxe RV. The epidemiology of infections caused by Escherichia coli O157:H7, other enterohemorrhagic E. coli, and the associated hemolytic uremic syndrome. Epidemiol Rev 1991;13:60-98.

(2.) American Gastroenterological Association The American Gastroenterological Association is a medical association of gastroenterologists. About 14,000 scientists and physicians are members of the organization, which was founded in 1897 and is the oldest medical association in the United States. . Consensus statement: Escherichia coli O157:H7 infections: an emerging national health crisis, July 11-13, 1994. Gastroenterology gastroenterology

Medical specialty dealing with digestion and the digestive system. In the 17th century Jan Baptista van Helmont conducted the first scientific studies in the field; William Beaumont published his own observations in 1833.
 1995; 108:1923-34.

(3.) Roberts T, Buzby J, Lin J, Mead P, Nunnery P, Tarr PI. Economic aspects of E. coli O157:H7: disease outcome trees, risk, uncertainty, and social cost of disease estimates. In: Prediction, detection, and management of tomorrow's epidemics. Greenwood Greenwood.

1 City (1990 pop. 26,265), Johnson co., central Ind.; settled 1822, inc. as a city 1960. A residential suburb of Indianapolis, Greenwood is in a retail shopping area. Manufactures include motor vehicle parts and metal products.
 B, De Cock cock

watchful church-tower sitter. [Christian Symbolism: Appleton, 21]

See : Guardianship


cock

its crowing reminded Peter of his betrayal. [N.T.
 K, eds. John Wiley John Wiley may refer to:
  • John Wiley & Sons, publishing company
  • John C. Wiley, American ambassador
  • John D. Wiley, Chancellor of the University of Wisconsin-Madison
  • John M. Wiley (1846–1912), U.S.
 & Sons, Chichester, UK. pp 156-72.

(4.) Buzby JC, Roberts T, Lin JC-T, MacDonald JM. Bacterial foodborne disease: medical costs and productivity losses. Washington: U.S. Department of Agriculture, Economic Research Service. AER No. 741. August 1996.

(5.) Centers for Disease Control and Prevention Centers for Disease Control and Prevention (CDC), agency of the U.S. Public Health Service since 1973, with headquarters in Atlanta; it was established in 1946 as the Communicable Disease Center. . Preliminary report: foodborne outbreak of Escherichia coli O157:H7 infections from hamburgers--western United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area. , 1993. MMWR MMWR Morbidity & Mortality Weekly Report Epidemiology A news bulletin published by the CDC, which provides epidemiologic data–eg, statistics on the incidence of AIDS, rabies, rubella, STDs and other communicable diseases, causes of mortality–eg,  Morb Mortal mortal /mor·tal/ (mor´t'l)
1. subject to death, or destined to die.

2. fatal.


mor·tal
adj.
1. Liable or subject to death.

2.
 Wkly Rep 1993;42:85-6.

(6.) Bender JB, Hedberg CW, Besser JM, Boxrud DJ, MacDonald KL, Osterholm MT. Surveillance for Escherichia coli O157:H7 infections in Minnesota by molecular subtyping. N Engl J Med 1997;337:388-94.

(7.) Kolata G. Detective work and science reveal a new lethal bacteria. New York New York, state, United States
New York, Middle Atlantic state of the United States. It is bordered by Vermont, Massachusetts, Connecticut, and the Atlantic Ocean (E), New Jersey and Pennsylvania (S), Lakes Erie and Ontario and the Canadian province of
 Times. 1998 Jan 6;147:A1, A14.

(8.) Bell BP, Goldoft M, Griffin PM, Davis MA, Gordon DC, Tarr PI, et al. A multiple outbreak of Escherichia coli O157:H7-associated bloody diarrhea diarrhea (dīərē`ə), frequent discharge of watery feces from the intestines, sometimes containing blood and mucus. It can be caused by excessive indulgence in alcohol or other liquids or foods that prove irritating to the stomach or  and hemolytic uremic syndrome from hamburgers: the Washington State experience. JAMA JAMA
abbr.
Journal of the American Medical Association
 1994;272:1349-53.

(9.) Haddix AC, Teutsch SM, Shaffer PA, Dunet DO, editors. A guide to decision analysis and economic evaluation. New York: Oxford University Press; 1996.

(10.) Gold MR, Siegel JE, Russell LB, Weinstein MC, editors. Cost-effectiveness in health and medicine. New York: Oxford University Press; 1996.

(11.) Landefeld JS, Seskin EP. The economic value of life: linking theory to practice. Am J Public Health 1982;6:555-66.

(12.) Centers for Disease Control and Prevention. Enhanced detection of sporadic Escherichia coli O157:H7 infections--New Jersey, July, 1994. MMWR Morb Mortal Wkly Rep 1993;44:417-8.

(13.) Centers for Disease Control and Prevention. Summary of notifiable diseases The following is a list of notifiable diseases arranged by country. Australia
Source:[1]
  • Acquired Immunodeficiency Syndrome (AIDS)
  • Anthrax
  • Arbovirus infections:
, United States, 1998. MMWR Morb Mortal Wkly Rep 1999;47:1-93.

Elamin II. Elbasha,(*) Thomas D Thomas D. (born Thomas Dürr, December 30 1968 in Ditzingen close to Stuttgart, Germany) is a rapper in the German hip hop group Die Fantastischen Vier. He frequently works on solo projects. Life
After finishing Realschule he took on an apprenticeship as a barber.
. Fitzsimmons,(*)([dagger]) and Martin I. Meltzer(*)

(*) Centers for Disease Control and Prevention, Atlanta, Georgia, USA; and ([dagger]) Colorado Department of Public Health and Environment, Denver, Colorado, USA

Address for correspondence: Elamin H. Elbasha, Centers for Disease Control and Prevention, 4770 Buford Highway, Mail Stop K73, Atlanta, GA 30341, USA; fax: 770-488-8464; e-mail: ebe4@cdc.gov.
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Author:Meltzer, Martin I.
Publication:Emerging Infectious Diseases
Article Type:Statistical Data Included
Geographic Code:1U8CO
Date:May 1, 2000
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