CHITS Health Informatics Paper
Title
Linking Primary Care Information Systems and Public Health Vertical Programs in the Philippines: An Open-source Experience
Authors
Herman D. Tolentino MD, Alvin B. Marcelo MD, Portia Marcelo MD, MPH, Inocencio Maramba, MD, MSc
Abstract
Community-based primary care information systems are one of the building blocks for national health information systems. In the Philippines, after the devolution of health care to local governments, we observed “health information system islands” connected to national vertical programs being implemented in devolved health units. These structures lead to a huge amount of “information work” in the transformation of health information at the community level. This paper describes work done to develop and implement the open-source Community Based Health Information Tracking System (CHITS) Project, which was implemented to address this information management problem and its outcomes. Several lessons learned from the field as well as software development strategies are highlighted in building community level information systems that link to national level health information systems.
Keywords
Health informatics, information management, public health, primary care, vertical programs
Background
The Project Setting. Pasay City is a major local government unit in Metro Manila situated near Manila Bay. It has a population of 435,000 and includes 201 barangays, which are provided free public health service coverage by 13 health centers. The Pasay City Health Office is a multi-awarded city known for its capacity as partner to several foreign and locally funded health programs. The University of the Philippines Manila, through a memorandum of agreement provides ground level education to its College of Medicine students through community based learning experiences in Pasay City. This includes, but is not limited to, sending medical students and faculty to the different communities and health centers of the local government unit in the context of its community-oriented medical education program.

The Medical Informatics Unit (MIU) is an academic unit of the College of the Medicine tasked with promoting and advancing education and research in health informatics in the Philippines. Since the College of Medicine was working with
SafeKids International on an injury surveillance project, the Medical Informatics Unit conceptualized the Child Injury Surveillance Project using Global System for Mobile Telecommunications Short Messaging System (GSM-SMS) for rapid data collection of injury data. This was submitted as a proposal to PANASIA ICT and was granted funding for a 9-month implementation period [PANASIA]. The proposal covered the installation of an mobile telephony-based child injury surveillance system to be used by Barangay Health Workers (BHWs) in Pasay City.
About 70-80% of information systems projects worldwide end up as failures [Heeks, 2002]. Facing the possibility of implementing a project that looks feasible and innovative on paper but will never be used, the authors decided to address each problem above from the health informatics perspective. The radical decision of expanding project scope to include not only the development of a child injury surveillance system had to be done and this had to include the conversion of paper-based vertical programs into a rationalized and unified information system through horizontal integration.
Systems Analysis. During systems analysis and development it became apparent that the project as proposed would not realistically address the needs of end-users and decision-makers on the ground and would be a candidate for failure. The following key findings provided the rationale for the actual design and implementation of CHITS:
1. Incomplete devolution of health care services. The delivery of health care in the Philippines was devolved to local government units sometime in 1998 under the Health Sector Reform Agenda carried out by the Department of Health [HSRA].In the course of the devolution, there was not enough time to cede health information management functions to local government units (LGUs) for them to carry out data collection, integration and presentation in a seamless, distributed and coordinated manner. This led to the deterioration of data collection, information processing activities, data quality and reliability at different levels of the health system, particularly at the grassroots. As a result, local government units were left to implement their own health information systems. In Pasay City, there have been a number of attempts to create electronic health information systems but none of these have been institutionalized. From these previous attempts, the authors anticipated a possible “information systems implementation fatigue.” Because of this, the authors chose to implement the incremental approach (see below) to systems development with the intention of creating success with each small step taken.
2. Vertical health programs. Because of the need to create efficient methods of collecting and analyzing data to generate measures of performance, national vertical health programs, each with its own set of logbooks, and reporting forms and protocols are created and implemented at different levels of the public health system nationwide. The vertical programs, which include among others, Child Care and Development, Maternal Care, the National TB Program, Family Planning, and the Expanded Program for Immunization, receive aggregated data for analysis, most often in paper format from lower level organizational units using the largely paper-based Department of Health Field Health Surveillance and Information System. At the health center level, vertical programs utilize numerous log books as data collection tools. Depending on the number of vertical programs present, the number of logbooks to be filled by health center staff will vary but the time-consuming task of filling out the logbooks with repeating information can take an enormous amount of time, sometimes half a day (depending on the patient load of the health center), that can otherwise be devoted to delivering health care services. In addition, the health workers are also required to submit weekly, monthly, quarterly and annual reports derived from the vertical program logbooks, a repetitive task than can be delegated to automated information systems. As early as 1995, a case study of Philippine public health information systems by Jayasuria revealed proliferation of reports consuming 40% of the time of field personnel, high levels of duplication and delays due to manual processing [Jayasuria, ], a situation that has persisted to the present.
If the authors implemented the original project as proposed, the data processing activities that vertical health programs required in this setting can potentially overshadow and overwhelm the activities required to carry out SMS data collection. An article in the WHO Weekly Epidemiological Record describes the similar practice of using national vertical programs in other countries [WER, 2000]. Vertical programs are not entirely undesirable particularly when there is a need to urgently address a public health problem like HIV-AIDS [Kanshana, 2002; Kilmarx, 2000]. Smallpox was eradicated from the face of the earth with a well-designed vertical program [Henderson]. The information management problem the authors observed with vertical programs at the health center level is probably a lingering adverse effect never before viewed from a health informatics lens.
The authors subsequently gathered from interaction with the health workers that “data manufacturing” has become an option to satisfy higher level reporting requirements. This situation has likewise been observed by the authors in other areas of the country. This practice leads to loss of data integrity, particularly since no subsequent and intrinsic validation is done by using the data for decision making at that level.
With this data quality scenario, the authors selected as a strategy the adoption of capacity enhancing measures to build up data quality consciousness among health workers. Elsewhere in the bigger health system, this mistrust of health data is manifested as low availability of national level health information from designated authorities and low intensity regional data exchange activities with neighboring countries.
In addition, the collection of huge amounts of health data without feedback to the collectors seems to be the practice not only in the Philippines but in other settings as well, where there are vertical programs [WER, 2000]. With this in mind, the authors emphasized the formulation of appropriate information management strategies, which put emphasis on data utilization at the level of generation.
3. Health workforce export. Concomitant to the situation above, a more alarming systemic scenario is emerging, not only in Pasay City but in the whole country. A number of Pasay City health center physicians, together with about 2,000 other government physicians (as of 2004) nationwide have been undergoing training as nurses with the end in mind of migrating to foreign shores (mainly US, UK and Australia). This form of labor export apparently plagues not only the Philippines but also a number of developing countries in Asia and Africa which have a highly skilled health sector workforce. The desire to work abroad seems to be a pervasive theme during lunch time conversations conducted by the authors with health center staff. Health worker migration to foreign shores potentially compromises the quality of health service delivery including data processing and decision-making. With this challenging backdrop, the authors decided that the health information system to be designed should be usable by health center staff who possess minimal technical skills, and these include barangay health workers, midwives, and nurses.
Significance of the study. There are four areas where this study can make impact:
- Establishment of a electronic longitudinal health record for local communities. The establishment of an electronic medical record containing all of the patient’s data that also allows for extraction of anonymous population-based epidemiologic studies has remained elusive [Rashbass, 2001].
- Coordination of care at different levels of service delivery towards quality health care [IOM, 2003]
- Integration into public health information systems;
- Estbalishment of a locus for population-based data repositories for public health and primary care research.
Objectives
General Objective. To develop a prototype community-based primary care information system in an urban setting
Specific Objectives:
- To design and develop a generic, reusable, open-source framework for primary care level health information systems
- To determine the feasibility of integrating vertical programs and at the end user level.
- To enable and empower health center staff to use this community based health information system through the development of a professionalized training course for community-based data managers.
- To harness community resources for the sustainability of health information management activities
Methods
According to the British Medical Informatics Society, the terms 'medical informatics' and 'health informatics' have been variously defined, but can be best understood as meaning the understanding, skills and tools that enable the sharing and use of information to deliver healthcare and promote health. 'Health informatics' is now tending to replace the previously commoner term 'medical informatics', reflecting a widespread concern to define an information agenda for health services which recognises the role of citizens as agents in theirown care, as well as the major information-handling roles of the non-medical healthcare professions. Primary care is considered one of the fields of health informatics and has been described in terms of the following: first-contact care, longitudinality, comprehensive services, and coordination. Lusignan defines primary care informatics as “the scientific study of data, information and knowledge and how they can be modeled, processed or harnessed to promote health and develop patient-centered primary medical care.” He further states that “its methods reflect the biopsychosocial (as opposed to biomedical) model of primary healthcare and the longitudinal relationships between patients and professionals” and that “its context is one in which patients present with unstructured problems to specially trained primary care professionals who adopt a heuristic approach to decision making within the consultation” [Lusignan, 2003].
Health Informatics Strategies. Nancy Lorenzi enumerated four cornerstones of medical informatics : (1) producing structures to represent data and knowledge so that complex relationships may be visualized, i.e., modeling; (2) developing methods for acquisition and presentation of data so that overload can be avoided; (3) managing change among people, process and information technology so that the use of information is optimized; and (4) integrating information from diverse sources to provide more than the sum of the parts and integrating information into work processes so that it can be acted upon when it can have the largest effect [Lorenzi, 2000]. Using these 4 cornerstones as guideposts, the authors identified key strategies to be used in the development and implementation of CHITS:
Cornerstone 1: Producing structures to represent data and knowledge so that complex relationships may be visualized
Strategy 1: Information architecture design based on conceptual data model of primary health care services at the community level
Cornerstone 2: Developing methods for acquisition and presentation of data so that overload can be avoided
Strategy 1: Integration of vertical programs at the user interface level
Strategy 2: “Bayanihan” concept in information work
Cornerstone 3: Managing change among people, process and information technology so that the use of information is optimized
Strategy 1: Ethnographic approach to systems analysis
Strategy 2: Capacity building
Strategy 3: Software as an agent of change
Strategy 4: Feedback where it matters
Strategy 5: Harnessing resources for sustainability through “bandwagon effect”
Cornerstone 4: Integrating information from diverse sources to provide more than the sum of the parts and integrating information into work processes so that it can be acted upon when it can have the largest effect
Strategy 1: Modular object-oriented applications development
Strategy 2: Vertical program integration
Strategy 3: Streamlining report generation
Strategy 4: Use of open source software
Results and Analysis
For this project, two health centers in the Pasay City local government unit were selected: (1) the Malibay Health Center, a very busy health center or with a heavy patient load, and (2) the Lagrosa Health Center, with light to moderate patient load. The four cornerstones and the corresponding strategies used and their outcomes are briefly described below.
1. Information Architecture designed to match primary care environment
The Medical Informatics Unit had earlier developed a modular information architecture implementation called the GAME Engine [sourceforge], short for Generic Architecture for a Modular Enterprise, that allows the reuse of software code in other software development projects . The GAME Engine entailed the use of the application's data model as the foundation for creation of software modules. Essentially, two types of data models are used: the GAME Engine internal data model and the health center (CHITS) data model. Figure 1 partially shows the GAME Engine internal data model for the module class.

Using the GAME Engine, software development was carried out on a modular basis (see below), avoiding global and potentially catastrophic and time-consuming changes to monolithic code and database structure, and strictly enforced both module independence and dependence, and system security and authentication. This approach also enabled implementation of completed modules without waiting for the rest of the application to be completed.
The Child Injury Surveillance System, now renamed Community Health Information Tracking Systems, or CHITS, is currently composed of close to 40 software components together with lookup data libraries. It includes ICD10 Diagnosis Coding with its own search engine, and the majority of modules was developed within a span of 3 months of intense software development activity. A separate research is being carried out to map reasons for encounter to ICPC-2 . The Child Injury Surveillance Module is now part of the this bigger application and is appropriately integrated into the “big picture” at the community level. This change in the project specification also effectively increased the contribution of the Medical Informatics Unit and the University of the Philippines when converted to financial value, in the overall funding picture. The original SMS portion of the project has been expanded to include clinical reminders which serves several modules. The module, Clinical Reminders, enables health center staff to send SMS messages generated from system templates to patients for follow-up and medication intake reminders. This appears to have the greatest use in three modules: Child Care for vaccination follow-ups, Maternal Care for prenatal follow-ups and anti-tetanus vaccinations and the National TB Program for the DOTS treatment protocol. The original proposal called for an SMS-based data collection system.
The GAME Engine specifications are listed in Table 2. The modules are both functionally designed to be self-contained and reusable in other applications with very minimal modifications. Since the GAME Engine is web-based, hardware requirements are modest. Modules, software upgrades and data dictionaries are uploaded as files and automatically incorporated into the system. The modules are distributed in compressed format (GZIP) so that they can be easily passed around in 3.5” floppy disks. The CHITS application currently runs in an intranet environment with a Pentium 4 class server and 3 scaled down Pentium 4 workstations. Although it runs in an intranet environment, it has also been designed with stubs to incorporate source code for running in a distributed network (to link health centers together) to enable data interchange between health centers using ordinary dial-up connections and XML-based web services using SOAP . The design for the portable primary care record is still under development.
2. Elimination of Data Overload
This project presented an opportunity to solve the “dis-integration” of vertical programs' paper-based information systems at the community level (health center). The vertical programs, after analysis by the authors, revealed thoughtful and logical implementation on paper representing with fidelity their individual data models, purely and possibly from numerous iterations during actual implementation. However, their individual data models disregarded the existence of the other vertical programs and created “information system islands” (Figure 2) The approach taken here was to integrate the different data models into one and present a unified interface and report generation tools to the end-user.
The original Filipino custom called “bayanihan” involves sharing the workload in a given task such that village folk can move a whole “bamboo and nipa” house by carrying the house together (Figure 3). To avoid creating a physician-centric health information system, the authors created a system that enables all staff members in the health center to contribute to building up the database and maintaining the information system in a distributed manner. In the first pilot health center, a nurse readily serves as a system administrator and creates accounts and assigns permissions for the rest of the staff. He also teaches the staff how to log in and use the different modules of the system (effectively duplicating what the health center physician can do). The concept of doing information work collectively silently bore fruit as the health center staff saw their database growing in size.
3. Change Management
The authors anticipated difficulty in ascertaining the actual information culture at the health center from interviews alone. Using an ethnographic approach [Friedman, 1997], the primary investigator spent 6 weeks of working with the health center staff to acculturate him with the health center information and social culture. It also allowed the building of relationships and an environment of mutual trust, which enabled the primary author to extract more information from the health center workers and from key health center processes, not just in terms of information system processes, but also in terms of attitudes and culturally bound practices. An insight into the aspirations of health center staff allowed the authors to carefully craft a multi-level curriculum for capacity building geared towards empowerment and building of self-esteem. Lunch time (group) and individualized encounters of the authors with the health center staff also provided a non-threatening environment and teachable moments for health center staff to absorb nuggets of informatics knowledge and principles. Sjoberg and others describe participatory information systems development being used in a primary care setting [Sjoberg, 1998].
Capacity Building. The authors incorporated capacity building to present a benevolent face to potential and obstinate change management areas, such as setting data quality habits. The free health information system together with formal (certificate) and informal training from the professionalized community based data management courses provided a compelling combination of empowering tools to enable the health center staff to have buy-in and eventually a competency-based stake in the project. The capacity building activities came in two forms: formal and informal.
Formal capacity building included certificate and competency-based training courses at different levels (from Barangay Health Worker to health center staff to the central health organization in the local government unit). Informal capacity building included nuggets of health informatics knowledge distributed as the need arises, during lunch time conversations and briefings. Figure 4 shows some scenes from the first Barangay Health Workers Information Systems Training. Conceptually, the training courses are intended to build up health information systems management capabilities in the respective domains of the health workers, whether it is at the barangay health center or at the city health office.
In the course of their exposure to the CHITS application, the staff gained a certain level of confidence to propose innovations to the application, as the project team noted (1) increasing numbers of inputs and suggestions for system improvements (including health center process innovations), and (2) requests for new useful features. Their proposed innovations included among others, the passing of SMS credits from patients (who will be sent clinical reminders) to the health center SMS server .
The outcomes the Medical Informatics Unit was able to elicit are not totally confined to health center information processing issues alone. Sometimes, more personal ones at the level of personal meaning, mission and vision come up and give the authors insight into motivating factors that can potentially affect project outcome and sustainability. The project team delved into this realm to determine the match between the end-users mental model (inclusive of personal and organizational factors) of their environment and the applications conceptual model [Heeks, 2002]. Although Heeks argues that things will not change if the information system were to exactly match the environment, the authors put forth the argument that the software itself can be an agent of change using implicit, camouflaged processes. This strategy, however, still needs to be refined and validated in other deployments of CHITS (see below).
The use of the mouse and keyboard initially appeared to be a daunting obstacle to efficient use of the system. A creative approach using computer games was employed to enable health center staff to gain proficiency in using these input devices while having fun during their free time. Hardware issues that caused end-user frustration included loose power outlets, and loose network cable connectors. Improperly installed Linux workstations can also add to end-user frustration as observed in a few instances when one (out of 3) workstation consistently failed to launch the graphical user interface (KDE desktop) and show the “unfriendly” root prompt.
Software as an Agent of Change. Change management was approached from a variety of angles. One of the creative ways this was carried out was through the principle of proactively using software as an agent of change. This concept is a complete reversal of the traditional situation where change is managed because software introduces changes (reactive). Using this method, the authors introduced, in a controlled manner, critical points of change in various aspects of health center operations created by new software modules where end users are presented with opportunities for enlightenment about certain issues. As an example, the amount of involvement of Barangay Health Workers has been traditionally minimal in health center operations. With the software introducing points of change in (1) electronic data collection and (2) proactive patient management (a known gap) that will eventually strengthen health center coverage of its constituents, but would require more BHW contribution to the effort, the health center staff eventually acknowledged that the health center information system would need BHW involvement to strengthen its programs. For another example, the reporting of prenatal home visits appeared to be “manufactured” based on need. After using the system for a few weeks the end-users themselves verbally expressed that it will be “very hard to cheat” when everything is computerized as (1) the system keeps record of who did data entry for a specific module and (2) they “do not have access” to the raw data in the database.
Real Time Output Display. To address issues in data quality, the end users were given opportunities for integrating software outputs into their decision making. The software also enabled them to see graphs and reports generated in real time as data came in. From various discussions over time, the health center staff involved in software development began to see the value of having instantaneous access to health information and even proposed new performance measures to enable them to deliver quality service. Upon further realizing that the computer can aide in numerous calculations, the health center staff began proposing innovations to help them deal with repetitive, redundant or time-consuming tasks through automation. Among these suggestions include calculation of age-of-gestations for pregnant patients, date projections for TB therapy for projecting sputum exam dates and setting appointments so the staff will know which patients are supposed to be followed up for certain appointment codes everyday.
Bandwagon Effect. As the authors were developing the module for the National TB Program, one of the vertical programs implemented at the health center level, the Philippine Coalition Against TB (PhilCAT), learned about the project and signified its interest to take part in the development process for the Directly Observed Therapy Short-Course (DOTS) for tuberculosis eradication. This emerging partnership happens in the backdrop of a dearth of information systems to aid in the efficient local implementation of DOTS. In a related development, a Rotary Club chapter, working with PhilCAT, also signified its intention to adopt CHITS (particularly the National TB Program module) for implementation in health centers in a neighboring city (south of Manila) for its Anti-TB project. They intended to cover training and hardware installation expenses. The local government health office of another progressive city east of Manila, also signified their intention to become a pilot area for implementation. Between July and August 2004, two demonstration sessions were conducted for the city health offices of two other neighboring cities (Paranaque and Marikina) mentioned above. Clearly, more partnerships are emerging and a need for formalizing internal city level project funding has to be put in place for each locality wishing to adopt the system.These emerging partnerships, though incompletely consummated, are beginning to provide a road map to address sustainability issues for training, technical support and maintenance.
The Advanced Science and Technology Institute (ASTI) of the Department of Science and Technology (a government agency) [ASTI] developed a device that incorporates a GSM modem in computer PCI form factor . The ASTI initially wanted to market and sell their product but when the technical developers of the device learned of the full implementation of CHITS, they decided to lend the device for testing in the pilot health center to enable the authors to test it for sending clinical reminders by SMS.
4. Achieving more than the sum of the parts
Initial interviews at the City Health Office revealed an attempt to create a few electronic systems for surveillance. In one of these attempts, the system was not deployed fully because there was no training and orientation of end-users and the computers were pulled out after the data encoding was completed. To avoid the same mishap from happening, the authors adopted the spiral software development model [Clements, 2000], a tedious and iterative, but participatory model, and introduced an object-oriented approach to the development of modular software components using a modular software architecture (see GAME Engine above). Each software component (data model, work flow and user interface) goes through several iterations of model validation and user testing. After 4 to 6 iterations (database model validation, user interface testing and work flow optimization), a parallel run is conducted to find out how the component behaves in actual use, in comparison to the paper-based system (Figure 5).
In this setting, the gold standard (and competition) is the paper-based system. The authors thought that if the health center staff, would eventually and willingly leave their paper-based system, it could mean that the new electronic system would have generated enough momentum to push the system over from paper to digital format. In the first pilot health center, the staff have stopped using the paper forms for clinical consults.
The system implementation was also carried out in piece-meal fashion to ensure that most physical network and hardware issues have been identified, most bugs have been unearthed and most system functionality is already available.

Use of Open Source Software. The software development tools used in this project belong the open source genre . Software developers and advocates of tools in this category espouse making source code available together with the application itself. In the health care domain, this paradigm promotes transparency and peer review of health information systems. It also allows for equitable use of scarce and potentially costly information processing resources, including software in health information systems.
To help reduce implementation cost and maintenance, the Linux Operating System (Debian distribution) running the KDE desktop was used. Since Linux is known for its stability and security and there are fewer computer viruses for this platform [Granneman, 2003], this reduced technical support calls and system downtime. A Linux cluster based network was initially set up but was abandoned because of technical difficulty in configuration and maintenance. The GAME engine uses MySQL, a very popular open source database and implements tables using InnoDB for transactions and referential integrity. The software was written in PHP and made extensive use of previously published open source code libraries like JPGRAPH for object-oriented graph display and FPDF , a PDF-generation engine for creating the summary reports.
To put the software in the public domain, particularly the GAME Engine, the Medical Informatics Unit set up a Sourceforge web site, a popular repository of open source software. In anticipation of multilingual (global) and multi-dialect (local) use, the authors incorporated a multi-lingualization engine used in a previous open source disease surveillance system project which was developed for the Mekong Basin Disease Surveillance Project [MBDS, 2003]. Figure 6 shows the health center consult management page of CHITS.
Other Findings
The observation that end users can become effective trainors themselves potentially offers an empowering solution to training staff from other health centers. Monetary remuneration that can be obtained from training others also provides the authors with a sustainable way of propagating the necessary skills and creating a community of users who know how to manage the system. This potential development can relieve the Medical Informatics Unit of the burden of technical support by empowering a user community to help one another in open source fashion.
Discussion
Developing a community based health information system is a challenging task, closely approximating the level of difficulty found in the development of esoteric clinical information systems.
Research Opportunities. The CHITS database offers numerous opportunities for community based health research providing an alternative venue for clinical research and a stub for public health informatics integration. This also provides the Medical Informatics Unit with an opportunity to link community based information systems (primary care) with hospital based information systems (tertiary care) by making patient information digital and portable. One scenario the project team foresees is a patient coming from the health center bringing his personal health information record in a diskette to the hospital when he goes there for a tertiary care referral. This is similar to one of the models described by Rigby, where patients hold on to a copy of their record [Rigby, 1998]. The hospital information system, using the same engine and compatible software, reads the XML-based patient information off the disk into their databases. With this potential data integration within reach, the information system boundaries between levels of health care delivery will be blurred. The developers have already incorporated code for unique patient ID generation to prepare for secure health information exchange among health centers.
Privacy and Confidentiality Issues. Since electronic records offer efficiency and seamless integration, it can also enable efficient and seamless access for breaching patient privacy and confidentiality with the same level of efficiency and speed. This is the reason the application is set up as an intranet (not connected to the Internet) with appropriate security measures incorporated in the system (e.g., password authentication, menu-level access control). Once the module for portable records are implemented, new challenges in information security will have to be addressed to protect patient information during transport.
In this study, a generic, reusable, open-source framework for primary care level health information systems was developed and utilized. Since it is modular, CHITS can be expanded to include community based geographical information systems, a City Health Office information system and even a telemedicine module. The authors were originally leaning towards a technology-centric implementation of an information system with the SMS data collection. With deeper analysis and a clear understanding of the needs and requirements of end users, the authors were able to put technology in its place to serve the genuine needs of community health workers. A radical project re-orientation was done to reduce the huge gap between what the end-users need (comprehensive information management) and what the project initially hoped to achieve (information management of child injury surveillance data using computers and wireless technology). The majority if not all of the technology used in this project come from the Internet and are used to run the Internet in a distributed fashion. Being mature and stable open source technologies, with huge user populations, leveraging these technologies offers extreme value at the lowest cost. These technologies have been tested under extremely grueling conditions globally. By paying close attention to health center events and using purposeful immersion in the end-user's way of life (to capture an accurate model of their organizational and personal realities), the authors were able to gain immense insight into their needs and requirements and apply these insights into software code – in a process called evolutionary software development [Clements, 2000]. A modular approach and incremental introduction of change [Heeks, 2002] also enabled the authors to isolate software problems and solve them in an efficient and systematic manner, closely involving end users in the process.
The authors were able to show the feasibility of integrating vertical programs and at the end user level. The health center where CHITS was first deployed has gone paperless, a sign of victory over the competition – paper forms.
The authors were also able to empower health center staff to use this community based health information system resource through the development of a professionalized training course for community-based data managers. The harnessing of community resources for the sustainability of health information management activities has begun but needs to be continued.
This study is by no means complete. As deployments to more health centers happen, more knowledge can be extracted from different environments and more objectivist/summarization studies can be carried out. An early evaluation study is recommended to determine whether the capacity building effort has had any impact on data quality consciousness and behavior. As end-user needs evolve and more stakeholders come into the development picture, more modules can be developed and added to CHITS.
Computers are magnificent tools for the realization of our dreams, but no machine can replace the human spark of spirit, compassion, love, and understanding. - Louis Gerstner, CEO, IBM
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Acknowledgements
The authors wish to thank the local government unit of Pasay, the staff of the Lagrosa Health Center, the faculty and staff of the Department of Family and Community Medicine for their tireless support in implementing the project. Lastly, the authors wish to thank PANASIA-ICT for funding support to implement this project.
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