MEDICAL INFORMATICS IN
PERINATOLOGY
Project AGUSTINA in Argentina
Diego F.
Wyszynski MD, MHS, PhD[1] , Eduardo Rodas MD [2] , Pablo
Morici MD [3] , Silvia Daveggio MD [3] , Roberto Gallino
Fernandez MD [3] , Graciela Manetti MD [4] , Angel
Tonietto MD [3]
[1]Department of Epidemiology, School of Hygiene and Public Health, The
Johns Hopkins
University, Baltimore, Maryland, U.S.A
[2] Division of Medical
Informatics, Hospital Zonal General de Agudos “Manuel Belgrano”, Buenos Aires,
Argentina
[3] Office of the Director, Hospital Zonal General de Agudos “Manuel
Belgrano”, Buenos Aires, Argentina
[4] Department of Obstetrics and Gynecology, Hospital Zonal General de
Agudos “Manuel Belgrano”, Buenos Aires, Argentina
Postal Adress: Dr. Diego F.
Wyszynski
Department of Epidemiology
The Johns Hopkins School of Public Health
615 N. Wolfe Street. Baltimore, MD 21205
Keywords: computers, public
health, epidemiology, surveillance, statistics
Abbreviations: PCR: perinatal
clinical record; CLAP, Centro Latino-Americano de Perinatología; WHO, World
Health Organization; PAHO, Pan-American Health Organization; E-Mail, electronic
mail; WWW, world wide web; FTP, file transfer protocol
Summary
This paper reviews the development of the field of
medical informatics in Latin America. It also describes the preliminary results
of a computer-based data management system, named AGUSTINA, which is comprised
of maternal and infant data on 6195 deliveries that occurred between June 1990
and December 1995 in a hospital in the surroundings of Buenos Aires, Argentina.
These data were fundamental for the instrumentation of preventive
community-oriented activities in the area. Finally, this paper describes
recommendations for future actions in the area of medical informatics in Latin
America.
Introduction
Medical informatics is a field that focuses on the
creative use of computers in support of patient care, medical education, and
biomedical research [1]. Its origins date back to the early 1970s, when the
biomedical and computer sciences reached a common path and realized that they
could complement each other. The development of medical informatics in Latin
America, however, is more recent, and irregular across countries. Mexico,
Brazil, Argentina, and Cuba took the lead in this region, between 1975 and
1980, by developing the first networks that allowed some of their health care
workers to access biomedical information [2].
The concept of networking is such that individuals “talk”
to one another via computers and information is gained and sent via computer
technology. Electronic mail (e-mail) is the primary basis for information
interchange. Thus, within a hospital, or among different institutions, one can
send notes to individuals electronically by typing a message on a computer and
the message is then delivered almost instantaneously to the other person.
Messages can be “broadcasted” to several people; e.g., the cardiology
department in a hospital or a group of researchers in hospitals all over the
world. Bulletin boards can be set up where one logs into the computer and can
find out the events which are occurring within that hospital or group of
researchers today. Thus, within a hospital or a field of common interest, the
e-mail system markedly improves the speed of information transfer.
With the support of both the World Health Organization
(WHO) and the Pan American Health Organization (PAHO), medical personnel of
several Latin American countries gathered at national and international
meetings, where they exchanged important information and created new networks.
Often, they would go back to their countries to find that, to their despair, no
government collaboration could be obtained. The results of some of these
efforts are summarized in a document entitled “Health, Information Society and
Developing Countries”[3].
Prohibitive telecommunications costs impose a major
barrier to the widespread access to on-line services. The communications are
largely monopolized by international consortiums in most Latin American
countries. Thus, it is not unusual to witness under-utilized software and
hardware. Non-profit organizations, state, and academic institutions in the
health field struggle to survive in economical systems that are rapidly turning
to free-market [4].
Computer-based information systems (or informatics) and
computer-based networking and communications (or telematics) reached the health
sector in Argentina in the last ten years. With the collaboration of PAHO, a
few groups have been actively seeking, providing and using telematics support
to health care research and, to a lesser extent, services. The main purpose of
this paper is to present preliminary results of the data obtained using a
computer system installed in the Department of Maternity in a hospital located
in the surroundings of Buenos Aires, Argentina.
Materials and Methods
The Hospital
The Hospital Zonal General de Agudos “Manuel Belgrano” is
located in the city of San Martín, a suburb of the province of Buenos Aires,
Argentina. Its programmatic area covers a population of 120,000 inhabitants,
embracing large areas of extreme poverty. It has 176 beds, of which 120 are for
adults and 56 for children, plus 24 additional maternity beds and 12 others for
intensive and intermediate care. This hospital contains 265 medical workers (45
% of them nurses) and 81 administrative and maintenance personnel.
Additionally, 64 medical
residents and 9 post-doctoral fellows are training in this hospital.
Data collection, software and
hardware
Beginning in June 1990, the Department of Maternity has
collected data using the Perinatal Clinical Record (PCR), developed by the
Latin American Perinatology Center (CLAP), in Montevideo, Uruguay, in 1984
[5-8]. The PCR records maternal demographic and health information, data on
controls and vaccinations during pregnancy, and details on delivery and health
status of the newborn. The PCR is administered in a stepwise fashion (see
Figure) by trained health care workers [9]. The information is then stored on a
PC using AGUSTINA (v5.0/1) [10], a data base software designed to store the
data obtained using PCR. AGUSTINA has been linked to EpiInfo [11] for data
analysis. Forty-three personal computers were installed in 26 sectors of the
hospital, connected to each other by a local area network (LAN).
Results
Between June 1990 and December 1995, there were 6195
registered deliveries (mean: 92 deliveries per month). Ten percent of the women
giving birth (n=620) were 17 years-of-age or younger and 57 percent (n=3531)
were out-wedlock, either living with their partners (n=2044) or without them
(n=1487). Mothers who reported no prenatal visits had the highest perinatal
mortality, 65.5/1,000 liveborns while mothers with 9 or more prenatal controls
had no perinatal deaths. Additionally, mothers who were 35 years-of-age or
older had a three-fold increase in perinatal mortality compared to those 18
years-of-age or younger (62.2/1,000 liveborns). Table 1 summarizes perinatal
findings obtained using the data base system.
Subrecording was evaluated by cross-checking with other
records systems used in the hospital. Additionally, it was possible to
determine that maternal height and weight and prenatal visits were the data
most likely to be unevenly recorded. Maternal height was missing between 17.82
to 47.44 percent of the times, maternal height was unrecorded 9.43-34.06
percent of the times, and number of prenatal visits was absent 0.63-33.28
percent of the times, depending on the year.
Discussion
The interaction and the increased performance of computer-based
systems have allowed health management officials and the medical community to
achieve benefits that may eventually translate into positive actions for the
community they serve. By using the AGUSTINA perinatal system, the Department of
Maternity has collected the records corresponding to all deliveries performed
in the Hospital Manuel Belgrano between June, 1990 and December, 1995, and
identified the main needs of its patients. Additionally, the hospital has
standardized its recording system and opened the possibility for data exchange
with other institutions in Argentina and in Latin America [12].
Data showed that this hospital is covering an extensive
programmatic area, comprised mainly of low income and underemployed individuals
[9,13]. The proportion of young and out-wedlock mothers is remarkably high.
Thus, a Pediatric Gynecology Clinic was implemented in collaboration with the
Family Planning Clinic, and an intensive outreach program in local schools and
health centers was organized and is currently being conducted.
Since the data suggested that mothers who received no
prenatal care have the highest perinatal mortality, all hospital primary care
physicians were encouraged to identify and educate pregnant women on preventive
measures. In addition, perinatal mortality rates showed an increase in again
mothers; therefore, a specialized clinic for older mothers was created and
implemented. As a consequence of these preventive activities, and supported by
other social measures taken by the local authorities, fetal, maternal, and
early neonatal death rates have been steadily decreasing in the last years.
In recent years, it has been recognized world wide that
poor health of a country affects economies. However, maintaining the health of
a community is expensive; the health care expenditure in Argentina represents 8
% of the Gross National Product, which is over US $ 5 billion [4]. The concern
produced by these expenditures impose a need for a better use of the existing
resources and for the implementation of cost-effective programs in health care.
Tools such as computer-based systems, therefore, will be more frequently
available in Latin American hospitals and, consequently, previously unrecorded
data will become readily accessible for planning and research.
The clinical side of medical informatics spans a broad
spectrum, from basic research in how to model medical knowledge to the
real-world problems of building a comprehensive computer-based patient record
[1]. In Latin America, the challenge is to develop surveillance report systems
to identify the needs and characteristics of the population being served by the
various health care providers. AGUSTINA, as presented in this paper, was
instituted in a local hospital immersed in a low-class area of the surroundings
of the province of Buenos Aires. The availability of health information in this
hospital allows the authorities and professionals to delineate the demographic
and epidemiologic characteristics of their patients and to conceive and
implement specific measures of disease prevention and control.
Additionally, the installation
of networking services, such as E-Mail, World Wide Web (WWW), and File Transfer
Protocol (FTP), vigorously triggered the enthusiasm for more interinstitutional
collaborations.
Just as Homer Warner recommended at the American College
of Medical Informatics (ACM) Distinguished Lecture, in 1988 [4], that medical
informatics needs to become an established part of academia, we subscribe to
the idea that medical informatics must be a part of all levels of health care.
Therefore, hospitals must: 1) establish formal departments of medical
informatics where there are now just foci of record-keeping; 2) encourage
participation by health care workers from other departments on the assumption that
they will get hooked once they experience the intellectual challenge of this
discipline; 3) define training opportunities for health professionals and
biomedical students to dedicate time to this field; and 4) establish
relationships between industry, government, hospitals, and academic
institutions that will lead to support and encouragement of research.
Table 1. Perinatal information
gathered using the Perinatal Clinical Records (PCR) and AGUSTINA in Hospital
Manuel Belgrano in Buenos Aires, Argentina, between June, 1990 and December,
1995 (6,195 registered births)
|
|
Caesarian incisions |
Death during delivery |
Low birthweight 1 |
Preterm deliveries 2 |
Late fetal death 3 |
Early neonatal death 4 |
|
year |
(%) |
(%) |
(%) |
(%) |
(%) |
(%) |
|
1990 |
23.06 |
0.21 |
12.90 |
15.90 |
8.5 |
34.5 |
|
1991 |
23.68 |
1.53 |
9.20 |
11.20 |
13.5 |
25.3 |
|
1992 |
26.23 |
0.19 |
9.30 |
10.60 |
11.8 |
23.9 |
|
1993 |
28.52 |
0.18 |
10.00 |
12.40 |
12.8 |
23.2 |
|
1994 |
26.46 |
0.00 |
9.60 |
10.50 |
5.2 |
15.8 |
|
1995 |
22.79 |
0.00 |
7.64 |
9.00 |
6.7 |
11.9 |
1 low birthweight:
<2500g; 2 births before 37 weeks gestation; 3 death
between 28 weeks of gestation and expected delivery date; 4 death
between birth and the 7th day of life
Acknowledgements
We would like to thank Mrs. Denise Wiesch for careful
reading of this manuscript.
Dr. Wyszynski is supported by
an Inter-Personal Agreement (I.P.A.) with the National Institutes of Health,
Bethesda, Maryland. We would like to thank all the health care workers in the
Hospital Zonal de Agudos Manuel Belgrano who are involved in the program
described in this paper.
Resumen
INFORMATICA MEDICA EN PERINATOLOGIA
Proyecto AGUSTINA en Argentina
Este trabajo revé el desarrollo de la informática
médica en América Latina. También describe resultados preliminares de un
sistema informático de administración de datos, denominado AGUSTINA, que
incluye información materno-infantil de 6195 partos ocurridos entre junio de
1990 y diciembre de 1995 en un hospital de las afueras de Buenos Aires
(Hospital Zonal General de Agudos Manuel Belgrano, San Martín, Provincia de
Buenos Aires). Estos datos fueron fundamentales para la instrumentación de
actividades orientadas a la prevención en dicha comunidad. Finalmente, este
trabajo propone recomendaciones para acciones futuras en informática médica
para el área de América Latina.
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