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Utilization of routinely collected administrative data in monitoring the incidence of aging dependent hip fracture
Societies are facing challenges as the public health burden increases in tandem with population aging. Local information systems are needed that would allow a continuous monitoring of the incidence and effectiveness of treatments. This study investigates the possibilities of routinely collected admi...
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2007
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1899499/ https://www.ncbi.nlm.nih.gov/pubmed/17555560 http://dx.doi.org/10.1186/1742-5573-4-2 |
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author | Sund, Reijo |
author_facet | Sund, Reijo |
author_sort | Sund, Reijo |
collection | PubMed |
description | Societies are facing challenges as the public health burden increases in tandem with population aging. Local information systems are needed that would allow a continuous monitoring of the incidence and effectiveness of treatments. This study investigates the possibilities of routinely collected administrative data as a data source for hip fracture incidence monitoring in Finland. The study demonstrates that a straightforward use of register data results in biased estimates for the numbers of hip fractures. An interpretation of hip fractures from the population aging point of view offers an alternative perspective for hip fracture incidence calculation. This enables development of a generalizable method for probabilistic detection of starting points of hip fracture care episodes. Several risk factor and risk population extraction techniques required in register-based data analyses are also demonstrated. Finally, it is shown that empirical evidence suggests that hip fracture incidence is proportional to population level disability prevalence. In conclusion, Finnish administrative data makes it possible to derive data for rather detailed population level risk factor stratification. Certain limitations of register-based data can be partly avoided by synthesizing data-sensitive methodological solutions during the analysis process. |
format | Text |
id | pubmed-1899499 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2007 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-18994992007-06-27 Utilization of routinely collected administrative data in monitoring the incidence of aging dependent hip fracture Sund, Reijo Epidemiol Perspect Innov Analytic Perspective Societies are facing challenges as the public health burden increases in tandem with population aging. Local information systems are needed that would allow a continuous monitoring of the incidence and effectiveness of treatments. This study investigates the possibilities of routinely collected administrative data as a data source for hip fracture incidence monitoring in Finland. The study demonstrates that a straightforward use of register data results in biased estimates for the numbers of hip fractures. An interpretation of hip fractures from the population aging point of view offers an alternative perspective for hip fracture incidence calculation. This enables development of a generalizable method for probabilistic detection of starting points of hip fracture care episodes. Several risk factor and risk population extraction techniques required in register-based data analyses are also demonstrated. Finally, it is shown that empirical evidence suggests that hip fracture incidence is proportional to population level disability prevalence. In conclusion, Finnish administrative data makes it possible to derive data for rather detailed population level risk factor stratification. Certain limitations of register-based data can be partly avoided by synthesizing data-sensitive methodological solutions during the analysis process. BioMed Central 2007-06-07 /pmc/articles/PMC1899499/ /pubmed/17555560 http://dx.doi.org/10.1186/1742-5573-4-2 Text en Copyright © 2007 Sund; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Analytic Perspective Sund, Reijo Utilization of routinely collected administrative data in monitoring the incidence of aging dependent hip fracture |
title | Utilization of routinely collected administrative data in monitoring the incidence of aging dependent hip fracture |
title_full | Utilization of routinely collected administrative data in monitoring the incidence of aging dependent hip fracture |
title_fullStr | Utilization of routinely collected administrative data in monitoring the incidence of aging dependent hip fracture |
title_full_unstemmed | Utilization of routinely collected administrative data in monitoring the incidence of aging dependent hip fracture |
title_short | Utilization of routinely collected administrative data in monitoring the incidence of aging dependent hip fracture |
title_sort | utilization of routinely collected administrative data in monitoring the incidence of aging dependent hip fracture |
topic | Analytic Perspective |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1899499/ https://www.ncbi.nlm.nih.gov/pubmed/17555560 http://dx.doi.org/10.1186/1742-5573-4-2 |
work_keys_str_mv | AT sundreijo utilizationofroutinelycollectedadministrativedatainmonitoringtheincidenceofagingdependenthipfracture |