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Performance of two questionnaires to measure treatment adherence in patients with Type-2 Diabetes
BACKGROUND: Most valid methods to measure treatment adherence require time and resources, and they are not easily applied in highly demanding Primary Health Care Clinics (PHCC). The objective of this study was to determine sensitivity, specificity, predictive values, likelihood ratios, and post-test...
Autores principales: | , , , , |
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Formato: | Texto |
Lenguaje: | English |
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BioMed Central
2009
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2637241/ https://www.ncbi.nlm.nih.gov/pubmed/19171059 http://dx.doi.org/10.1186/1471-2458-9-38 |
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author | Prado-Aguilar, Carlos A Martínez, Yolanda V Segovia-Bernal, Yolanda Reyes-Martínez, Rosendo Arias-Ulloa, Raul |
author_facet | Prado-Aguilar, Carlos A Martínez, Yolanda V Segovia-Bernal, Yolanda Reyes-Martínez, Rosendo Arias-Ulloa, Raul |
author_sort | Prado-Aguilar, Carlos A |
collection | PubMed |
description | BACKGROUND: Most valid methods to measure treatment adherence require time and resources, and they are not easily applied in highly demanding Primary Health Care Clinics (PHCC). The objective of this study was to determine sensitivity, specificity, predictive values, likelihood ratios, and post-test probabilities of two novel questionnaires as proxy measurements of treatment adherence in Type-2 diabetic patients. METHODS: Two questionnaires were developed by a group of experts to identify the patient's medical prescription knowledge (knowledge) and their attitudes toward treatment adherence (attitudes) as proxy measurements of adherence. The questionnaires were completed by patients receiving care in PHCC pertaining to the Mexican Institute of Social Security in Aguascalientes (Mexico). Pill count was used as gold standard. Participants were selected randomly, and their oral hypoglycemic prescriptions were studied. The main outcome measures for each questionnaire were sensitivity, specificity, predictive values, likelihood ratios, and post-test probabilities, all as an independent questionnaire test and in a serial analysis. RESULTS: Adherence prevalence was 27.0% using pill count. Knowledge questionnaire showed the highest sensitivity (68.1%) and negative predictive value (82.2%), the lowest negative likelihood ratio (0.58) and post-test probability for a negative result (0.16). Serial analysis showed the highest specificity (77.4%) and positive predictive value (40.1%) as well as the highest positive likelihood ratio (1.8) and post-test probability for a positive result (0.39). CONCLUSION: Medical Prescription Knowledge questionnaire showed the best performance as proxy measurement to identify non-adherence in type 2 diabetic patients regarding negative predictive value, negative likelihood ratio, and post-test probability for a negative result. However, Medical Prescription Knowledge questionnaire performance may change in contexts with higher adherence prevalence. Therefore, more research is needed before using this method in other contexts. |
format | Text |
id | pubmed-2637241 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-26372412009-02-07 Performance of two questionnaires to measure treatment adherence in patients with Type-2 Diabetes Prado-Aguilar, Carlos A Martínez, Yolanda V Segovia-Bernal, Yolanda Reyes-Martínez, Rosendo Arias-Ulloa, Raul BMC Public Health Research Article BACKGROUND: Most valid methods to measure treatment adherence require time and resources, and they are not easily applied in highly demanding Primary Health Care Clinics (PHCC). The objective of this study was to determine sensitivity, specificity, predictive values, likelihood ratios, and post-test probabilities of two novel questionnaires as proxy measurements of treatment adherence in Type-2 diabetic patients. METHODS: Two questionnaires were developed by a group of experts to identify the patient's medical prescription knowledge (knowledge) and their attitudes toward treatment adherence (attitudes) as proxy measurements of adherence. The questionnaires were completed by patients receiving care in PHCC pertaining to the Mexican Institute of Social Security in Aguascalientes (Mexico). Pill count was used as gold standard. Participants were selected randomly, and their oral hypoglycemic prescriptions were studied. The main outcome measures for each questionnaire were sensitivity, specificity, predictive values, likelihood ratios, and post-test probabilities, all as an independent questionnaire test and in a serial analysis. RESULTS: Adherence prevalence was 27.0% using pill count. Knowledge questionnaire showed the highest sensitivity (68.1%) and negative predictive value (82.2%), the lowest negative likelihood ratio (0.58) and post-test probability for a negative result (0.16). Serial analysis showed the highest specificity (77.4%) and positive predictive value (40.1%) as well as the highest positive likelihood ratio (1.8) and post-test probability for a positive result (0.39). CONCLUSION: Medical Prescription Knowledge questionnaire showed the best performance as proxy measurement to identify non-adherence in type 2 diabetic patients regarding negative predictive value, negative likelihood ratio, and post-test probability for a negative result. However, Medical Prescription Knowledge questionnaire performance may change in contexts with higher adherence prevalence. Therefore, more research is needed before using this method in other contexts. BioMed Central 2009-01-26 /pmc/articles/PMC2637241/ /pubmed/19171059 http://dx.doi.org/10.1186/1471-2458-9-38 Text en Copyright © 2009 Prado-Aguilar et al; 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 | Research Article Prado-Aguilar, Carlos A Martínez, Yolanda V Segovia-Bernal, Yolanda Reyes-Martínez, Rosendo Arias-Ulloa, Raul Performance of two questionnaires to measure treatment adherence in patients with Type-2 Diabetes |
title | Performance of two questionnaires to measure treatment adherence in patients with Type-2 Diabetes |
title_full | Performance of two questionnaires to measure treatment adherence in patients with Type-2 Diabetes |
title_fullStr | Performance of two questionnaires to measure treatment adherence in patients with Type-2 Diabetes |
title_full_unstemmed | Performance of two questionnaires to measure treatment adherence in patients with Type-2 Diabetes |
title_short | Performance of two questionnaires to measure treatment adherence in patients with Type-2 Diabetes |
title_sort | performance of two questionnaires to measure treatment adherence in patients with type-2 diabetes |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2637241/ https://www.ncbi.nlm.nih.gov/pubmed/19171059 http://dx.doi.org/10.1186/1471-2458-9-38 |
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