Difference between revisions of "AMPATH medical record system (AMRS)"

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AMRS (AMPATH medical record system)  
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'''AMPATH medical record system (AMRS)''' is sub-Saharan Africa's first [[EMR|electronic medical record system]] for the comprehensive management of the clinical care of patients infected with HIV. The system is composed of both paper-based and electronic records and has led to uniformity in data collection. It has facilitated the retrieval of patient data for clinical care and research.  
Hisory: AMRS is sub-Saharan Africa's first electronic medical record system for the comprehensive management of the clinical care of patients infected with HIV. The system is composed of both paper- based and electronic records and has led to uniformity in data collection and facilitated the retrieval of patient data for clinical care and research.
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Following a 15 year collaboration between the Indiana University School of Medicine and Moi University School of Medicine in Eldoret, Kenya, the Mosoriot Medical Record System (MMRS) was developed and installed in a in a primary care health center in rural Kenya in February 2001. In Nvember 2001, the MMRS software was adopted to support the AMPATH (Academic Model for the Prevention of and Treatment of HIV/AIDS) project and re-maned AMRS (AMPATH medical record system).
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AMRS was designed and implemented as a disease specific system (HIV system) by programmers at Moi University in Kenya and the Regenstrief Institute, Inc at the University of Indiana, with attention paid to documentation requirements of funding programs such as MTCT-Plus. The data fields were kept simple but described comprehensive primary care delivered to all HIV/STD patients across primary care specialties, including adult medicine, pediatrics, antenatal, and family planning care.
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== History ==
  
Organization of the AMPATH project: Seven networked computers linked to a single MS Access database. The programming is done using Microsoft's Visual Basic for Applications.The input fields are mostly pre-coded to accept only valid data defined in the data dictionary, except for some fields, particularly those that require entry of new drugs that may not yet have a dictionary term which were accepted as free text.Different subsets of data (e.g., exposure history, review of systems, physical examination) are navigated using tabs so that data can be entered into several fields while keeping the entire data form on a single screen.
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Following a 15 year collaboration between the Indiana University School of Medicine and Moi University School of Medicine in Eldoret, Kenya, the Mosoriot Medical Record System (MMRS) was developed and installed in a in a primary care health center in rural Kenya in February 2001. In November 2001, the MMRS software was adopted to support the AMPATH (Academic Model for the Prevention of and Treatment of HIV/AIDS) project and re-named AMRS (AMPATH medical record system).
In the paper portion of the project, Clerks perform the registration and transcribe visit data.
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Paper encounter forms with hand- entry into a central database and that prints summary flowsheets and reminders for for appropriate testing and treatment are available for:
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          Demographic, clinical, and HIV risk data, diagnostic test results, and treatment information; separate modules are available for monitoring the Antenatal Clinic, Pediatrics Food Inventory and Pharmacy.
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==Design Considerations==
  
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AMRS was designed and implemented as a disease specific system (HIV system) by programmers at Moi University in Kenya and the Regenstrief Institute, Inc., at the University of Indiana, with attention paid to documentation requirements of funding programs such as MTCT-Plus. The data fields were kept simple but described comprehensive primary care delivered to all HIV/STD patients across primary care specialties, including adult medicine, pediatrics, antenatal, and family planning care.
  
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==Software Architecture and Data Flow==
  
The AMRS is sub-Saharan Africa’s first electronic medical record system for the comprehensive
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For the AMPATH project, the network used seven computers linked to a single MS Access database. Clerks perform the registration and transcribe visit data. Demographic, clinical, HIV risk data, diagnostic test results, and treatment information are recorded on paper encounter forms and later hand-entered into a central database that prints summary flow sheets and reminders for appropriate testing and treatment. There are separate modules for monitoring the Antenatal Clinic, Pediatrics Food Inventory and Pharmacy.
management of the clinical care of patients infected with HIV. This system, composed of both paper-based and electronic records, has led to uniformity in data collection and facilitated the
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The HIV clinical data repository adopts a graphical user interface that closely follows the pattern of the paper encounter forms. Different subsets of data (e.g., exposure history, review of systems, physical examination) are navigated using tabs so that data can be entered into several hundred fields while keeping the entire data entry form on a single screen. The programming is done using Microsoft’s Visual Basic for Applications (VBA). The input fields are mostly pre-coded, meaning they can only accept valid field values as defined in the data dictionary. However, some fields, particularly those that may require entry of new drugs that may not yet have a dictionary term, accept free text.
retrieval of patient data for clinical care and research.
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Indiana University School of Medicine and Moi University School of Medicine (Eldoret, Kenya) have been collaborating for over 15 years. In February 2001, this collaboration led to the Mosoriot Medical Record System (MMRS). The MMRS was installed in a primary care healthcare centre in rural Kenya. In November 2001, the MMRS software was adapted to support the AMPATH (Academic Model for the Prevention and Treatment of HIV/AIDS) project and renamed to AMRS.
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==Present Status==
  
The AMRS was designed and implemented by programmers at Moi University and the Regenstrief Institute, Inc. at Indiana University. Prior experience in the development of the Mosoriot medical record system guided the creation of this HIV-specific system. The Mosoriot system was focused on primary care and kept simple, with limited numbers of data fields describing comprehensive primary care delivered to all patients visiting a number of different clinics: adult medicine, pediatrics, antenatal, and family planning. The design and structure of the AMRS was influenced by its specialty focus of the clinical care on HIV/AIDS, the documentation requirements of funding programs such as MTCT-Plus.
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The AMRS is deployed at nine AMPATH sites and has collected more than 100 million discrete clinical observations from 2.8 million AMPATH visits made by more than 300,00 enrolled patients [3]. Internal audits have found the data entry error rate to be less than 2%.
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==Plans for Future Development ==
  
For the AMPATH project, the network used seven networked computers linked to a single MS Access database. Clerks perform the registration and transcribe visit data. Demographic, clinical, and HIV risk data, diagnostic test results, and treatment information are recorded on paper encounter forms and hand-entered into a central database that prints summary flowsheets and reminders for appropriate testing and treatment. There are separate modules for monitoring the Antenatal Clinic, Pediatrics Food Inventory and Pharmacy.  
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Future development plans include wireless connections, tablet computers, and migration to a web-based platform.  
  
The HIV clinical data repository adopts a graphical user interface that closely follows the pattern
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==References==
of the paper encounter forms. Different subsets of data (e.g., exposure history, review of systems,
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# Implementing electronic medical record systems in developing countries. Fraser SF, Biondich P et al. Informatics in Primary Care 2005;13:83–95  
physical examination) are navigated using tabs so that data can be entered into several hundred fields while keeping the entire data entry form on a single screen. The programming is done using Microsoft’s Visual Basic for Applications. The input fields are mostly pre-coded, meaning they can only accept valid field values as defined in the data dictionary. However, some fields, particularly those that require entry of new drugs that may not yet have a dictionary term, accept free text
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# An electronic medical record system for ambulatory care of HIV-infected patients in Kenya Sikka AM, Rotich JK et al International Journal of Medical Informatics, Volume 74, Issue 5, June 2005, Pages 345-355  
 
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# http://www.ampathkenya.org/
To date, the EMR contains more than 30,000 visit records for more than 4000 patients, almost half taking antiretroviral drugs. Internal audits found the data entry error rate to be less than 2%. We describe the development and structure of this EMR and plans for future development that include wireless connections, tablet computers, and migration to a Web-based platform.
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# [http://openmrs.org/wiki/OpenMRS http://openmrs.org/wiki/OpenMRS]
References:
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Implementing electronic medical record systems in developing countries. Fraser SF, Biondich P et al. Informatics in Primary Care 2005;13:83–95
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An electronic medical record system for ambulatory care of HIV-infected patients in Kenya Sikka AM, Rotich JK et al International Journal of Medical Informatics, Volume 74, Issue 5, June 2005, Pages 345-355
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http://amrs.iukenya.org/
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http://openmrs.org/wiki/OpenMRS
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Latest revision as of 19:16, 7 September 2013

AMPATH medical record system (AMRS) is sub-Saharan Africa's first electronic medical record system for the comprehensive management of the clinical care of patients infected with HIV. The system is composed of both paper-based and electronic records and has led to uniformity in data collection. It has facilitated the retrieval of patient data for clinical care and research.

History

Following a 15 year collaboration between the Indiana University School of Medicine and Moi University School of Medicine in Eldoret, Kenya, the Mosoriot Medical Record System (MMRS) was developed and installed in a in a primary care health center in rural Kenya in February 2001. In November 2001, the MMRS software was adopted to support the AMPATH (Academic Model for the Prevention of and Treatment of HIV/AIDS) project and re-named AMRS (AMPATH medical record system).

Design Considerations

AMRS was designed and implemented as a disease specific system (HIV system) by programmers at Moi University in Kenya and the Regenstrief Institute, Inc., at the University of Indiana, with attention paid to documentation requirements of funding programs such as MTCT-Plus. The data fields were kept simple but described comprehensive primary care delivered to all HIV/STD patients across primary care specialties, including adult medicine, pediatrics, antenatal, and family planning care.

Software Architecture and Data Flow

For the AMPATH project, the network used seven computers linked to a single MS Access database. Clerks perform the registration and transcribe visit data. Demographic, clinical, HIV risk data, diagnostic test results, and treatment information are recorded on paper encounter forms and later hand-entered into a central database that prints summary flow sheets and reminders for appropriate testing and treatment. There are separate modules for monitoring the Antenatal Clinic, Pediatrics Food Inventory and Pharmacy. The HIV clinical data repository adopts a graphical user interface that closely follows the pattern of the paper encounter forms. Different subsets of data (e.g., exposure history, review of systems, physical examination) are navigated using tabs so that data can be entered into several hundred fields while keeping the entire data entry form on a single screen. The programming is done using Microsoft’s Visual Basic for Applications (VBA). The input fields are mostly pre-coded, meaning they can only accept valid field values as defined in the data dictionary. However, some fields, particularly those that may require entry of new drugs that may not yet have a dictionary term, accept free text.

Present Status

The AMRS is deployed at nine AMPATH sites and has collected more than 100 million discrete clinical observations from 2.8 million AMPATH visits made by more than 300,00 enrolled patients [3]. Internal audits have found the data entry error rate to be less than 2%.

Plans for Future Development

Future development plans include wireless connections, tablet computers, and migration to a web-based platform.

References

  1. Implementing electronic medical record systems in developing countries. Fraser SF, Biondich P et al. Informatics in Primary Care 2005;13:83–95
  2. An electronic medical record system for ambulatory care of HIV-infected patients in Kenya Sikka AM, Rotich JK et al International Journal of Medical Informatics, Volume 74, Issue 5, June 2005, Pages 345-355
  3. http://www.ampathkenya.org/
  4. http://openmrs.org/wiki/OpenMRS