Cargando…
Assessing the validity of health administrative data compared to population health survey data for the measurement of low back pain
Low back pain (LBP) is a high-burden condition that lacks routine surveillance data. Health administrative data may be used for surveillance, but their validity for measuring LBP in the general population has not been established. We aimed to (1) determine the validity of health administrative data...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7737881/ https://www.ncbi.nlm.nih.gov/pubmed/32910631 http://dx.doi.org/10.1097/j.pain.0000000000002003 |
_version_ | 1783623013213667328 |
---|---|
author | Wong, Jessica J. Côté, Pierre Tricco, Andrea C. Watson, Tristan Rosella, Laura C. |
author_facet | Wong, Jessica J. Côté, Pierre Tricco, Andrea C. Watson, Tristan Rosella, Laura C. |
author_sort | Wong, Jessica J. |
collection | PubMed |
description | Low back pain (LBP) is a high-burden condition that lacks routine surveillance data. Health administrative data may be used for surveillance, but their validity for measuring LBP in the general population has not been established. We aimed to (1) determine the validity of health administrative data to measure LBP compared to self-reported LBP in a population-based sample of Ontario adults; and (2) describe the differences in characteristics of LBP cases based on data sources. Adult respondents (≥18 years) of the Canadian Community Health Survey (CCHS) from 2003 to 2012 were included (N = 150,695). Canadian Community Health Survey data were individually linked to health administrative data, including Ontario Health Insurance Plan and hospitalization data. The reference standard was defined as self-reported back problem diagnosed by a health professional in the CCHS. Measurement of LBP from billing records was defined as ≥1 physician billing or procedural code for LBP during the year preceding CCHS interview date. We measured concurrent validity by comparing prevalence, agreement (kappa), and accuracy (sensitivity, specificity, and positive and negative predictive values [PV]) of administrative data to measure LBP. Prevalence of LBP was higher using self-reported (21.2%) than administrative data (10.2%), and agreement was low (kappa = 0.21). Administrative data had sensitivity 23.9% (95% CI 23.1-24.6), specificity 93.4% (95% CI 93.2-93.7), positive PV 50.4% (95% CI 49.1-51.7), and negative PV 82.0% (95% CI 81.7-82.3). Characteristics of LBP cases based on data sources differed in sex, health/behaviour characteristics, and allied health care utilization. Using health administrative data significantly underestimates the prevalence of LBP. This can lead to misclassification bias that is likely nondifferential in epidemiological studies. |
format | Online Article Text |
id | pubmed-7737881 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Wolters Kluwer |
record_format | MEDLINE/PubMed |
spelling | pubmed-77378812020-12-22 Assessing the validity of health administrative data compared to population health survey data for the measurement of low back pain Wong, Jessica J. Côté, Pierre Tricco, Andrea C. Watson, Tristan Rosella, Laura C. Pain Research Paper Low back pain (LBP) is a high-burden condition that lacks routine surveillance data. Health administrative data may be used for surveillance, but their validity for measuring LBP in the general population has not been established. We aimed to (1) determine the validity of health administrative data to measure LBP compared to self-reported LBP in a population-based sample of Ontario adults; and (2) describe the differences in characteristics of LBP cases based on data sources. Adult respondents (≥18 years) of the Canadian Community Health Survey (CCHS) from 2003 to 2012 were included (N = 150,695). Canadian Community Health Survey data were individually linked to health administrative data, including Ontario Health Insurance Plan and hospitalization data. The reference standard was defined as self-reported back problem diagnosed by a health professional in the CCHS. Measurement of LBP from billing records was defined as ≥1 physician billing or procedural code for LBP during the year preceding CCHS interview date. We measured concurrent validity by comparing prevalence, agreement (kappa), and accuracy (sensitivity, specificity, and positive and negative predictive values [PV]) of administrative data to measure LBP. Prevalence of LBP was higher using self-reported (21.2%) than administrative data (10.2%), and agreement was low (kappa = 0.21). Administrative data had sensitivity 23.9% (95% CI 23.1-24.6), specificity 93.4% (95% CI 93.2-93.7), positive PV 50.4% (95% CI 49.1-51.7), and negative PV 82.0% (95% CI 81.7-82.3). Characteristics of LBP cases based on data sources differed in sex, health/behaviour characteristics, and allied health care utilization. Using health administrative data significantly underestimates the prevalence of LBP. This can lead to misclassification bias that is likely nondifferential in epidemiological studies. Wolters Kluwer 2021-01 2020-07-28 /pmc/articles/PMC7737881/ /pubmed/32910631 http://dx.doi.org/10.1097/j.pain.0000000000002003 Text en Copyright © 2020 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the International Association for the Study of Pain. This is an open access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND) (http://creativecommons.org/licenses/by-nc-nd/4.0/) , where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. |
spellingShingle | Research Paper Wong, Jessica J. Côté, Pierre Tricco, Andrea C. Watson, Tristan Rosella, Laura C. Assessing the validity of health administrative data compared to population health survey data for the measurement of low back pain |
title | Assessing the validity of health administrative data compared to population health survey data for the measurement of low back pain |
title_full | Assessing the validity of health administrative data compared to population health survey data for the measurement of low back pain |
title_fullStr | Assessing the validity of health administrative data compared to population health survey data for the measurement of low back pain |
title_full_unstemmed | Assessing the validity of health administrative data compared to population health survey data for the measurement of low back pain |
title_short | Assessing the validity of health administrative data compared to population health survey data for the measurement of low back pain |
title_sort | assessing the validity of health administrative data compared to population health survey data for the measurement of low back pain |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7737881/ https://www.ncbi.nlm.nih.gov/pubmed/32910631 http://dx.doi.org/10.1097/j.pain.0000000000002003 |
work_keys_str_mv | AT wongjessicaj assessingthevalidityofhealthadministrativedatacomparedtopopulationhealthsurveydataforthemeasurementoflowbackpain AT cotepierre assessingthevalidityofhealthadministrativedatacomparedtopopulationhealthsurveydataforthemeasurementoflowbackpain AT triccoandreac assessingthevalidityofhealthadministrativedatacomparedtopopulationhealthsurveydataforthemeasurementoflowbackpain AT watsontristan assessingthevalidityofhealthadministrativedatacomparedtopopulationhealthsurveydataforthemeasurementoflowbackpain AT rosellalaurac assessingthevalidityofhealthadministrativedatacomparedtopopulationhealthsurveydataforthemeasurementoflowbackpain |