A Knowledge Based Search Tool for Performance Measures in Health Care Systems

Date

2012-02-01

Author

Beyan, Oya D.
Baykal, Nazife

Metadata

Show full item record

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Item Usage Stats

38
views

0
downloads

Performance measurement is vital for improving the health care systems. However, we are still far from having accepted performance measurement models. Researchers and developers are seeking comparable performance indicators. We developed an intelligent search tool to identify appropriate measures for specific requirements by matching diverse care settings. We reviewed the literature and analyzed 229 performance measurement studies published after 2000. These studies are evaluated with an original theoretical framework and stored in the database. A semantic network is designed for representing domain knowledge and supporting reasoning. We have applied knowledge based decision support techniques to cope with uncertainty problems. As a result we designed a tool which simplifies the performance indicator search process and provides most relevant indicators by employing knowledge based systems.

Subject Keywords

Performance measurement, Health care performance, Indicator search tool, Performance measurement ontology

URI

https://hdl.handle.net/11511/32192

Journal

JOURNAL OF MEDICAL SYSTEMS

DOI

https://doi.org/10.1007/s10916-010-9459-2

Collections

Graduate School of Informatics, Article

Suggestions

OpenMETU
Core

A new ontology and knowledge base system for performance measurement in health care Beyan, Oya Deniz; Baykal, Nazife; Department of Health Informatics (2010) Performance measurement makes up the core of all health care systems in transition. Many countries and institutions monitor different aspects of health care delivery systems for differing purposes. Health care deliverers are compared, rated, and given incentives with respect to their measured performance. However, a global health care domain is currently striving for attaining commonly accepted performance measurement models and base-standards that can be used in information systems. The objective of this t...
A Comprehensive model for measuring health care process quality: health care process quality measurement model (HPQMM) Yıldız, Özkan; Demirörs, Onur; Department of Medical Informatics (2012) Similar to the manufacturing sector, process improvement gains much attention in health care sector. Measuring process quality is one of the most important components of process improvement and numerous healthcare quality indicator models are developed to achieve this aim. Existing quality models focus on some specific diseases, clinics or clinical areas. Although they contain structure, process, or output type measures, there is no model which measures the quality of health care processes comprehensively. ...
An integrated approach to breast diseases and breast cancer registry and research: BDRS as a web-based multi-institutional model Kocgil, Oya Deniz; Baykal, Nazife (2007-10-01) Accurate, complete, and timely health data sources are essential for progress in health care. Registry and research systems are foundations for conducting clinical and epidemiological research. Developing countries lack these systems due to the scarcity of the resources allocated for health information systems. In this study, we provide an integrated model for Turkey in order to optimize the utilization of resources. The Breast Diseases Registry system (BDRS) is implemented as an integrated disease-specific...
Adopting Software Quality Measures for Healthcare Processes Yildiz, Ozkan; Demirörs, Onur (2009-09-02) In this study, we investigated the adoptability of software quality measures for healthcare process measurement. Quality measures of ISO/IEC 9126 are redefined from a process perspective to build a generic healthcare process quality measurement model. Case study research method is used, and the model is applied to a public hospital's Entry to Care process. After the application, weak and strong aspects of the process can be easily observed. Access audibility, fault removal, completeness of documentation, an...
Achieving Clinical Statement Interoperability Using R-MIM and Archetype-Based Semantic Transformations Kılıç, Özgün Ozan (2009-07-01) Effective use of electronic healthcare records (EHRs) has the potential to positively influence both the quality and the cost of health care. Consequently, sharing patient's EHRs is becoming a global priority in the healthcare information technology domain. This paper addresses the interoperability of EHR structure and content. It describes how two different EHR standards derived from the same reference information model (RIM) can be mapped to each other by using archetypes, refined message information mode...

Citation Formats

O. D. Beyan and N. Baykal, “A Knowledge Based Search Tool for Performance Measures in Health Care Systems,” JOURNAL OF MEDICAL SYSTEMS, pp. 201–221, 2012, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/32192.