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from Epidemiological
Bulletin , Vol. 25 No. 3, September 2004
Ten-year Evaluation of the Regional Core Health Data Initiative
Introduction
The Regional Core Health Data and Country Profile Initiative (RCHDI) was
launched by the Director of the Pan American Health Organization (PAHO)
in 1995 to monitor the attainment of health goals and compliance with the
mandates adopted by the Member States and the Pan American Sanitary Bureau
(PAHO). In addition, it will ensure a basic set of data that would make
it possible to characterize and monitor the health situation in the Region
of the Americas.1 In 1997, the XL Directing Council of the Pan American
Health Organization adopted Resolution CD40.R10 2 on the Collection and
Use of Core Health Data to evaluate the health status of the population
and health trends, providing an empirical basis for identifying the population
groups with greater health needs, stratifying epidemiological risk, determining
critical areas, and examining the response of the health services to provide
input for policy-making and setting priorities in this field. This resolution,
after the diverse resolutions issued on the subject by the Governing Bodies
that have formed part of PAHO’s institutional
memory since 1911, is the mandate for institutionalizing the RCHDI.3
Background
Since the period 1994-1995, in response to decentralization and the new functions
and responsibilities assigned to the different levels of the health services,
PAHO has recognized the importance of having data and indicators on the health
situation to orient its technical cooperation programs,4 and it has widely
promoted the development of core data as a comprehensive set of basic health
indicators to quantitatively characterize the situation of a country or region.
It was anticipated that once established, this process would reduce the number
of requests to the Member States for health information and facilitate monitoring
and differential analysis of the health situation. At the same time, the technical
programs at Headquarters and the PAHO Representative Offices in the countries
were given responsibility for the selection, collection, organization, maintenance,
and use of the data and information, putting coordination in the hands of the
Program on Health Situation Analysis (HDA), currently the Health Analysis and
Information Systems Area (DD/AIS).
In 1996, several meetings were held to discuss the definition, collection
process, and categories for the core data, their use in the preparation of
country profiles, and the methodologies for health situation analysis. An Interprogrammatic
Consultative Group on Core Data and Health Analysis was formed to implement
the regional plan of action and stipulate the content, definitions, and sources
of the indicators. The Group also set up mechanisms for collecting and validating
the data and for studying and monitoring the implementation of the process
in general. Visits were also made to all the PAHO countries, Representative
Offices to consult with and inform them about the Regional Initiative.5
In 1997, given the political support required, the Executive Committee and
the Directing Council of PAHO respectively adopted Resolutions CE120.R7 and
CD40.R10 on the Collection and Use of Core Health Data and recognized the regional
effort to consolidate an automated technical information system on health that
would facilitate speedy access, expanded and basic information on the health
situation of the countries of the Region. They also recommended that the indicators
be used in the formulation, modification, and evaluation of health policies
and programs.
Since that time, it has been recognized that the RCHDI has the following goals:2
a) to orient strategic policy management;
b) to facilitate the setting of priorities for action in the health sector;
c) to improve the evaluation and adaptation of technical cooperation in each
of the countries and programs, redefining priorities, strategies for action,
and resource allocation;
d) to assist the countries in devising investment strategies or special programs
for health policy or health services development, as well as the prevention
and control of specific health problems;
e) to facilitate the mobilization of financial resources;
f) to orient research priorities;
g) to periodically distribute reports on health trends in each country and
the Region as a whole, using the analytical frameworks stipulated in their
mandates, such as Health for All and the Renewal of Health for All.
It should be noted that since its revival in 2000, the Regional Advisory Committee
on Health Statistics of PAHO (CRAES in Spanish) has backed efforts to improve
the quality, criteria for validity, and consistency of core data through specific
recommendations.
Results of the Regional Core Health Data Initiative (RCHDI)
The goal of the RCHDI is to increase the capacity of PAHO and the countries
to generate the knowledge that will make it possible to describe and explain
the health situation and health status of the population of the Americas
and to select health interventions that are both equitable and effective.2
The combined efforts of the Member States and the Secretariat to implement
the RCHDI over the past 10 years have been satisfactory in terms of meeting
the goal; however, this joint effort must be renewed to expand and institutionalize
the initiative at the local level.
The following are application examples of the RCHDI in several categories
and situations.
Strategic Management and Planning
The RCHDI has shown that it is possible to create a database of essential,
standardized, valid, consistent, regular, and timely information, which is
critical for health situation and trend analysis required in the management
and strategic planning in PAHO. The basic indicators have also been used
at the country level in the ministries of health to develop national health
plans and intersectoral policies.
The use of these indicators by national authorities and other entities has
raised awareness about the need for valid, consistent information for decision-making.
It has also led to a critical review of the processes involved in the production,
collection, integration, and dissemination of health information in both the
Member States and the Secretariat. This awareness is also reflected in recognition
of the need to upgrade systematic national information systems and interconnect
and coordinate them to ensure a better response to information needs. In this
regard, with respect to indicators and information, Brazil’s experience
with its Interagency Health Information Network (RIPSA)6 based on the RCHDI
model, is one of the most successful institutionalized examples of consensus,
standardization, collection, coordination, and availability for different types
of users, accessible on the Internet. RIPSA brings together national institutions
with responsibilities in the production and analysis of health data. This effort
has earned the recognition of Brazil’s Ministry of Health, which is allocating
the additional resources necessary for the coordination, production, and dissemination
process. Canada is another successful example of concerted action in the definition,
measurement, and use of health indicators in setting priorities and gearing
health system plans and programs to respond to needs and decisions in health.
To this end, it has made public health the frame of reference for selecting
the work areas and series of indicators for collecting information and monitoring.
The collection, standardization, analysis, and dissemination of information
are coordinated by the Canadian Institute for Health Information (CIHI) and
serve as a complement to the activities of Health Canada and Statistics Canada.7
Another strategic aspect of the RCHDI has been its use in monitoring compliance
with mandates and commitments and the progress of regional and global health
initiatives. One of the most important global initiatives is the Millennium
Development Goals (MDGs).8 The MDGs were adopted by 189 member states of the
United Nations in 2000 and are to be met by 2015 in each of the seven designated
areas, which include health. In this regard, it should be pointed out that
in the RCHDI are 20 MDGs indicators related to health. Other important examples
of the applications use of these indicators have been the monitoring and evaluation
of the Health for All by the Year 2000 strategy and the monitoring of the goals
set at the 1990 World Summit for Children.
Technical Cooperation
One of the basic values of PAHO is equity in health. The first step in the
search for equity is to measure and monitor inequalities in health. The RCHDI
has made it possible to measure the health situation and the changes in health
status through a standardized database. The availability of basic indicators
disaggregated at the subnational level since 1999 has made it possible to
introduce a change of paradigm in data analysis consisting of the exclusive
use of national averages in the distributions, making it possible to show
health inequalities and their territorial distribution patterns. The dissemination
of specific methodologies for documenting inequalities, identifying health
needs, and setting priorities through the reports mentioned above has made
it possible to boost national analytical capacity, promoting similar efforts
within the countries.
PAHO has decided to intensify its activities, focusing them on the countries,
especially those with greater technical cooperation needs. In setting priorities,
the core health data and country profiles have been essential for identifying
key and priority countries and areas for cooperation. For example, the current
priority countries for PAHO cooperation—Bolivia, Guyana, Haiti, Honduras,
and Nicaragua—are in the group with the greatest health problems and
the least resources to address them.9
The impact of the RCHDI has spread far beyond the WHO Regional Office for
the Americas (PAHO). Several WHO Regions have requested technical assistance
to develop their own core data initiatives. For example, since 1999, the WHO
Regional Office for Southeast Asia (SEARO) publishes a Brochure of basic indicators
based on the PAHO model. PAHO transferred and adapted the RCHDI table generator
to SEARO. Similarly, since 1999 the WHO Regional Office for the Eastern Mediterranean
(EMRO) publishes its Brochure of basic indicators, based on the same PAHO model.
Considering the model and experience of PAHO, the WHO Headquarters, through
its Department of Measurement and Health Information Systems (EIP/MHI), and
in a joint effort with all its regions, is working on a framework of basic
health indicators for short-term implant at the global level.
Mobilization and Use of Resources
In the targeting of investment resources, the donor agencies have used the
basic indicators and country profiles to identify the areas with the greatest
need and priority countries. In many cases, the monitoring of improvements
in the basic indicators is used to evaluate the success of programs set up
with donor funds. The use of basic indicators, instead of employing an exhaustive
approach, allows for better utilization of resources. Since the standardized
data and basic indicators are collected annually, this has cut down on the
waste of resources, duplication of efforts, and requests to the countries
for information.
Results of the RCHDI in the Countries
Between December 2003 and January 2004, with assistance from the PAHO Representative
Offices, the technical area DD/AIS conducted a special survey to evaluate
the impact of the RCHDI in the Region of the Americas. Information was obtained
from 37 countries, including the French departments.
The results of the survey indicate the following:
• With respect to adoption of the RCHDI, 30 countries have a National Core
Data Initiative, with national groups actively participating in its construction
and updating.
• Sixteen countries mentioned that they currently use or have used the RCHDI
for measuring inequalities; 21 use them for measuring needs and setting priorities;
and 12 for program evaluation, which indicates the wide range of its impact.
• With respect to coherence between RCHDI monitoring efforts and those of
other initiatives, 17 countries cite coordination with the MDG.
• Following the regional example, 24 countries indicate that they update
and periodically distribute a Brochure/folder or other printed material with
basic indicators, or else use electronic distribution methods (CD-ROM, Web-based
information systems, tables in websites, etc.). Between 1995 and 2002, the number
of countries with some related product tripled.
• In 25 countries, 90% of the indicator definitions in the last publication
of national core data are consistent with the RCHDI glossary, reflecting the
impact of the RCHDI and the consensus around it.
• Among the most significant problems mentioned in terms of implementing
and maintaining the RCHDI were lack of human resources, limited access to information
or data, and an absence of political backing and financing.
Among the countries’ most frequent recommendations for strengthening
activities in connection with the RCHDI were improving the flow of information
between the countries and PAHO Headquarters and greater promotion and dissemination
of information about this initiative in the ministries of health. They also
pointed out that DD/AIS can help consolidate the national RCHDI.
Specific Products of the RCHDI
Regional Brochure “Health Situation
in the Americas: Basic Indicators”
In 1994, work began to prepare and assist the Member States and PAHO Representative
Offices in the production of the first regional brochure of basic indicators,
published in 1995. The brochure has been published every year since 1995,
without exception. The 2003 version contains 58 indicators (10 demographic,
8 socioeconomic, 15 on mortality, 12 on morbidity, and 13 on resources, access,
and coverage). In 1995, more than 70% of the countries had indicators in
each category, except mortality, where only 20 out of the 48 countries had
them. In 2003, in contrast, this information was available for 40 countries.
Between 1995 and 2003, the number of basic indicators in the regional Brochures
increased from 7 to 12 in the morbidity category, while the number of subregional
indicators increased from 33 to 51. The 2003 version contained population
pyramids for the subregions and a theme map showing the unequal distribution
of infant mortality at the subnational level in countries of the Americas
that have national core data initiatives; this was the first time that these
were included. The 2004 version included graphs with trends in some MDGs
and a thematic map for cases of rubella reported in 2002 at the first subnational
level.

Health Information System: Database and Data Collection Process
The content of the RCHDI database was defined after extensive consultations
between the Member States and the PAHO technical units and Representative
Offices and discussions with groups of national experts. A total of 117 national
indicators were selected, broken down into five categories2: demographic
(10), socioeconomic (10), mortality (31), morbidity and risk factors (30),
and resources, access, and health services coverage (36). Some of the indicators
are disaggregated by age, sex, and urban-rural distribution, for a total
of 401 items of data for each of the 48 countries and territories of the
Region. Users tap into the RCHDI database through a table generator developed
by DD/AIS, which can be accessed electronically on the Web.10

In terms of completeness, there is significant variation in the database with
respect to the number of indicators available by country and year. A study
in early 2004 indicates that the database has barely 49% of them. It has been
more difficult to obtain indicators in some categories, especially because
national information systems are either not operating in a relevant and timely
manner or are not available. This is true mainly for the morbidity, health
services, and mortality indicators. At the country level, the median coverage
of indicators is 49%, with a range of 12% to 90%. At the regional and subregional
level, the average availability of indicators for the period 1995-2004 is 47.6%
(105, 806 values available) Table 1. This shows that, notwithstanding the commitment
assumed by the countries, there still is room for improvement.

Glossary and Technical Notes for Indicators
In 1995, work began on the compilation of a glossary and technical notes for
indicators. In 2003, after several revisions, standard definitions were developed,
with a glossary for all the indicators that includes a description of the
indicator, technical notes, the type and unit of measurement, categories,
and subcategories. The definitions are complemented with additional technical
notes on the interpretation, use, and calculation of the indicators. The
glossary and technical notes are also available on the PAHO website.11
It should be mentioned that among the countries of the Region, Brazil has
made real progress in this direction, publishing Indicatores Básicos
de Saúde no Brasil: Conceitos e Aplicações12 (Basic Health
Indicators in Brazil, Concepts and Applications), a manual on the use of the
indicators that includes technical notes for each of them. Canada’s CIHI
has done something similar with the indicators contained in its reports.7
Atlas of Basic Indicators
In 1996, the first Atlas of Health in the Americas, based on data from the
Basic Indicators Brochure of 1995, was produced and put up on the web. The
Atlas was conceived to document the territorial distribution of heath inequalities
in the countries through 55 maps, accompanied by graphics showing the countries
in the most difficult situation. In 2003, a new, more dynamic version of
the Atlas was developed with data from Basic Indicators 2002. Some indicators
have maps with graphic overlays to show trends, the distribution in population
groups, or a related indicator. The Atlas has direct links to the data and
health profiles of each country.

Country Health Profiles
In 1999, taking advantage of the release of Health in the Americas, 1998 Edition,
summaries from this report, based on the country chapters, were published
on the Internet. These were accompanied by a selection of indicators from
the core data system. Although they had a somewhat uniform structure, comments
from different types of users indicated the need to summarize them even further
to facilitate their use. Even though the indicators were updated annually
in subsequent years, the summaries were not. In 2003, the profiles were updated
and made more uniform and compact. These more selective summaries highlight
the health inequalities in the countries. In addition to the indicators mentioned,
this version includes standard graphics for selected indicators. The profiles
illustrate the health situation and trends in particular. However, they do
not describe special situations that need to be described at particular times.

Web-based RCHDI Information Systems
When the RCHDI was created, the need for developing an information system to
support it became clear. Providing interactive access to the data over the
Web was made a priority, enabling users to obtain necessary information.
From 1996 to 1997, with support from the regional health library (BIREME),
PAHO HDA program set up a Web-based system to facilitate access to the indicators
for the latest available year. From 1998 to 1999, HDA developed a Web-based
table generator that works with three dimensions of the indicators (indicator,
country, and year), which can be manipulated to produce tables for analyzing
the trend of an indicator or the overall situation of a country, or for comparing
the indicators of several countries in a single year. This system was launched
by the Special Program for Health Analysis (SHA, previously HDA) in 1999 with
data from 1990 to 1999 and included the glossary and country health profiles.13
From 2000 to 2002, new components were developed to facilitate the interpolation
of data and the adjustment of rates, as well as the preparation of reports.
In 2003, the user interface was redesigned to make it consistent with the PAHO
corporate identity and facilitate use. During this time an instrument was developed
to directly generate the Excel grid for the Basic Indicators Brochure from
the database.

Specific Products of the RCHDI in the Countries
Brochures and National and Subregional Information Systems
In 1995, only five of the 48 countries—Bolivia, Costa Rica, Guatemala,
Honduras, and Mexico—published a brochure with national core data. Eight
years later, 24 countries have published at least one brochure of basic indicators.
The countries/territories that have published such brochures are: Argentina,
Bolivia, Brazil, Canada, Chile, Colombia, Costa Rica, Cuba, Dominican Republic,
Ecuador, El Salvador, Guatemala, Haiti, Honduras, Jamaica, Mexico, Nicaragua,
Panama, Paraguay, Peru, Puerto Rico, United States of America, Uruguay, and
Venezuela. It should be pointed out that 10 of these countries have been publishing
brochures of basic indicators for over four years.
In 2002, the Folleto de indicadores básicos de salud de Centroamérica
y la República Dominicana 2002 (Brochure of Basic Health Indicators
for Central America and the Dominican Republic, 2002) was published, constituting
the first example at the subregional level, with subnational information for
34 indicators. This brochure is the product of the joint efforts of the Central
American countries under the Project of Communication and Information of Health
(INFOCOM), and it was published after several consultations and subregional
workshops with the national authorities.

In 2003, the Brochure Basic Indicators 2003; Health Situation on the U.S.-Mexico
Border was published. This contains a set of basic indicators for the sister
communities of the U.S.-Mexico border that was born of the efforts of the PAHO
Field Office for the U.S.-Mexico border and the Governments of Mexico and the
United States at different levels. It presents information comparing data from
the national level with data from the border states and the 29 sister municipalities
along the border.

At least 15 countries have developed information systems or have core data
information published on the Internet. Significant among these efforts is the
work of Brazil, which has an Internet-accessible system developed by Departamento
de Informática do SUS (DATASUS) that includes a time series of several
years for subnational indicators in different categories.14
Outlook and Challenges
The RCHDI is a process that provides valid information for health sector planning
and evaluation. This process should be consolidated and expanded to the subnational
level in every country in the Region of the Americas. It is the only comprehensive,
integrated health information initiative that covers the entire population
in the health sector of the Americas. PAHO’s experience with the RCHDI
in the Secretariat and the countries has been fundamental for guaranteeing
current support and the improvement of the process as a whole in the immediate
future and the medium-term.
At the country level, it is recommended that more human resources be allocated
to this activity, promoting access to information and its analysis and dissemination,
and providing greater political and financial support for the RCHDI. At the
same time, efforts should be made to boost national technical capacity in the
areas of measurement, information use, and health situation analysis.
It is recommended that additional efforts be encouraged and undertaken to
collect data and information disaggregated to the country level, in general,
as well as information on gender and especially vulnerable groups (e.g., indigenous
populations, ethnic groups, the elderly) in particular. This will facilitate
better monitoring of compliance with regional and global mandates (especially
the MDGs), analysis of inequalities in health, and the targeting of selective
health interventions to the most disadvantaged groups.
It is suggested that support be provided for developing and upgrading the
countries’ health information systems, and that information flows between
the countries and PAHO be improved by promoting and disseminating information
to the ministries of health and other sectors connected with health. It is
also recommended that the countries use their routine information and records
systems for decision-making in health, considering the use of surveys as a
complement. At PAHO Headquarters, it is proposed that DD/AIS continue supporting
the RCHDI to help consolidate and sustain the initiative in the future.
In order to make progress in developing and undertaking national data collection
processes, it is recommended that the countries put mechanisms and instruments
in place to foster greater consensus and participation on the part of the institutions
responsible for producing and collecting data, indicators, and information
in health, with a view to facilitating the validation, harmonization, and dissemination
of national core data. The suggested mechanisms include the creation of a General
Coordinating Committee for political and administrative matters; an Interagency
Task Force for technical coordination; interdisciplinary technical committees
for methodological and operational analysis; committees for the production
and coordination of indicators; and a Technical Secretariat for determining
processes, proposals, and monitoring. Other suggested mechanisms include a
Matrix of Indicators and Technical Notes; operational planning of products;
a database of common indicators; and interoperational information systems.
Finally, better coordination with government institutions, such as national
statistics offices and institutes and civil society organizations, international
banks, international organizations, and networks like the Health Metrics Network,
is recommended to strengthen international public health on the basis of results,
ensuring equity, quality, and effectiveness.
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References:
(1) Organización Panamericana de la Salud. Indicadores de Salud: Elementos
básicos para el análisis de situación de salud. Boletín
Epidemiológico OPS, 2001; 22 (4): 1-5.
http://www.paho.org/spanish/sha/be_v22n4-indicadores.htm
(2) Pan American Health Organization. Collection and Use of Core Health Data.
Washington, DC: PAHO; 14 July 1997.
(Document CD40/19) http://hist.library.paho.org/Spanish/GOV/CD/25287.pdf
and Resolution CD40/R10. http://www.paho.org/Spanish/GOV/CD/ftcd_40.htm#R10
(3) PAHO Institutional Memory. PAHO Resolutions 1902-2002: 3,186 entries in
English; 3,296 entries in Spanish. Principales Mandatos de los Cuerpos Directivos
vinculados a Información y Análisis de Salud. 2003.
(4) Dr. Alleyne G.A.O. Perfiles de País y Datos Básicos: Funciones
y Responsabilidades. Washington DC: Organización Panamericana de la
Salud. Memorando [HDP/HDA/E8/28/1(986)], 1 de agosto de 1995.
(5) Castillo-Salgado C. Perfiles de País y Datos Básicos. Washington
DC: Organización Panamericana de la Salud. Memorando [HDP/HDA/E8/28/1(1822)],
8 de diciembre de 1995.
(6)Rede Interagencial de Informações para a Saúde (RIPSA).
http://dtr2001.saude.gov.br/sps/ripsa.htm
(7) Canadian Institute for Health Information.
http://secure.cihi.ca/cihiweb/dispPage.jsp?cw_page=home_e website accessed
on April 10, 2004.
(8) United Nations. United Nations Millennium Declaration. General Assembly,
New York: UN; 18 September 2000 (Document A/RES/55/2)
http://www.un.org/millennium/declaration/ares552e.pdf
(9) Pan American Health Organization. Strategic Plan 2003-2007 for the Pan
American Sanitary Bureau. Washington, DC: PAHO; 3 May 2002. (Document CE130/12).
http://www.paho.org/English/GOV/CE/SPP/spp36-04-e.pdf
(10) The URL for the table generator is:
http://www.paho.org/English/coredata/tabulator/newTabulator.htm
(11) The URL for the website is:
http://www.paho.org/English/SHA/coredata/tabulator/glossary.htm
(12) Rede Interagencial de Informações para a Saúde. Indicadores
básicos de saúde no Brasil: conceitos e aplicações.
Brasília: Organização Pan-Americana da Saúde, 2002.
http://www.opas.org.br/sistema/arquivos/matriz.pdf
(13) The various components of the RCHDI can be accessed at the following website:
http://www.paho.org/Selection.asp?SEL=HD&LNG=SPA
(14) Ministerio de Salud del Brasil. DATASUS. Indicadores e Dados Básicos
Brasil–2002.
http://tabnet.datasus.gov.br/cgi/idb2002/matriz.htm
Source: Summary document prepared for 45º Directing Council (CD45/14)
by Enrique Loyola, Jaume Canela, Manuel Vidaurre, Gabriela Fernández,
Andrea Gerger and Carlos Castillo Salgado Health Analysis and Information System
Area of OPS (DD/AIS).
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Epidemiological
Bulletin , Vol. 25 No. 3, September 2004
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