QUALITY OF DATA FROM CENTRAL AND DEPARTMENTAL INPATIENT DATABASES - A Comparative Study
Bernardo Marques, Eliana Sousa, Tiago Silva-Costa, Ricardo Correia, Alberto Freitas
2012
Abstract
This paper is a preliminary study over the problems resulting from the integration of a departmental information system database over a central database. This work will allow the comparison between the quality of the data collected for clinical purposes by a medical department, and the data collected for administrative and epidemiological purposes in a central hospital database. It is expected that the different purposes for these two data collections can have an impact on data consistency, namely on it completeness and detail of information, among other data quality problems. We expect to detect the type of variables that are better recorded in each information system, by calculating and comparing the quality of similar variables. We also expect to detect differences between both systems in the registries of the same patients. This paper can play an important role for better understanding the quality of the integration of departmental systems in the general hospital information system, pointing out some limitations about consistency and information flow. It is also our goal to suggest some recommendations and strategies to prevent data quality problems and to improve communication between central and departmental databases.
References
- Arts, D. G., De Keizer, N. F. and Scheffer, G. J., 2002. Defining and improving data quality in medical registries: a literature review, case study, and generic framework. J Am Med Inform Assoc, 9, 600-11.
- Cruz-Correia, R., Vieira-Marques, P., Ferreira, A., Oliveira-Palhares, E., Costa, P. and Costa-Pereira, A., 2006. Monitoring the integration of hospital information systems: How it may ensure and improve the quality of data. Stud Health Technol Inform, 121, 176-82.
- Cruz-Correia, R. J., 2010. Implementation, monitoring and utilization of an integrated Hospital Information System--lessons from a case study. Stud Health Technol Inform, 160, 238-41.
- Dismuke, C. E. and Sena, V., 1999. Has DRG payment influenced the technical efficiency and productivity of diagnostic technologies in Portuguese public hospitals? An empirical analysis using parametric and non-parametric methods. Health Care Manag Sci, 2, 107-16.
- Freitas, A., Marques, B., Silva-Costa, T., Lopes, F., Garcia-Lema, I. and Costa-Pereira, A. Year. Data Quality issues in DRG databases. In: 26th PCS International Conference, 2010a Munich.
- Freitas, A., Silva-Costa, T., Marques, B. and CostaPereira, A. Year. Implications of data quality problems within hospital administrative databases. In: 12th mediterranean conference on medical and biological engineering and computing - medicon 2010, 27-30 May 2010b Porto Carras, Chalkidiki, Greece.
- Silva-Costa, T., Freitas, A., Jácome, J., Lopes, F. and Costa-Pereira, A. Year. A eficácia de uma ferramenta de validação na melhoria da qualidade de dados hospitalares. In: CISTI - 2ª Conferência Ibérica de Sistemas e Tecnologias de Informação, 21 a 23 de Junho 2007 Porto.
- Silva-Costa, T., Marques, B. and Freitas, A. Year. Problemas de Qualidade de Dados em Bases de Dados de Internamentos Hospitalares. In: 5ª Conferência Ibérica de Sistemas e Tecnologias de Informação, 16 a 19 de Junho 2010 Santiago de Compostela.
Paper Citation
in Harvard Style
Marques B., Sousa E., Silva-Costa T., Correia R. and Freitas A. (2012). QUALITY OF DATA FROM CENTRAL AND DEPARTMENTAL INPATIENT DATABASES - A Comparative Study . In Proceedings of the International Conference on Health Informatics - Volume 1: HEALTHINF, (BIOSTEC 2012) ISBN 978-989-8425-88-1, pages 195-200. DOI: 10.5220/0003759901950200
in Bibtex Style
@conference{healthinf12,
author={Bernardo Marques and Eliana Sousa and Tiago Silva-Costa and Ricardo Correia and Alberto Freitas},
title={QUALITY OF DATA FROM CENTRAL AND DEPARTMENTAL INPATIENT DATABASES - A Comparative Study},
booktitle={Proceedings of the International Conference on Health Informatics - Volume 1: HEALTHINF, (BIOSTEC 2012)},
year={2012},
pages={195-200},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003759901950200},
isbn={978-989-8425-88-1},
}
in EndNote Style
TY - CONF
JO - Proceedings of the International Conference on Health Informatics - Volume 1: HEALTHINF, (BIOSTEC 2012)
TI - QUALITY OF DATA FROM CENTRAL AND DEPARTMENTAL INPATIENT DATABASES - A Comparative Study
SN - 978-989-8425-88-1
AU - Marques B.
AU - Sousa E.
AU - Silva-Costa T.
AU - Correia R.
AU - Freitas A.
PY - 2012
SP - 195
EP - 200
DO - 10.5220/0003759901950200