Knowledge, Attitude and practice of households and health care staff towards nutrition and micronutrients (NUT-KAP) in provinces under the pilot study on flour fortification with Iron: study design and sampling method

Background and Objectives:To compare three different methods of signal detection applied to the Adverse Drug Reactions registered in the Iranian Pharmacovigilance database from 1998 to 2005. Materials and Methods:All Adverse Drug Reactions (ADRs) reported to Iranian Pharmacovigilance Center from Ma...

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Main Authors: R Heshmat, A.A Keshtkar, R Sheykh-ol-Eslam, M Baghery, A Nadim
Format: Article
Language:fas
Published: Tehran University of Medical Sciences 2005-12-01
Series:مجله اپیدمیولوژی ایران
Subjects:
Online Access:http://irje.tums.ac.ir/browse.php?a_code=A-10-25-200&slc_lang=en&sid=1
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spelling doaj-6f4a43323b28449faad54adb7329ab812021-09-02T13:43:31ZfasTehran University of Medical Sciencesمجله اپیدمیولوژی ایران1735-74892228-75072005-12-0111916Knowledge, Attitude and practice of households and health care staff towards nutrition and micronutrients (NUT-KAP) in provinces under the pilot study on flour fortification with Iron: study design and sampling methodR Heshmat0A.A Keshtkar1R Sheykh-ol-Eslam2M Baghery3A Nadim4 Background and Objectives:To compare three different methods of signal detection applied to the Adverse Drug Reactions registered in the Iranian Pharmacovigilance database from 1998 to 2005. Materials and Methods:All Adverse Drug Reactions (ADRs) reported to Iranian Pharmacovigilance Center from March 1998 through January 2005, were included in the analysis. The data were analyzed based on three different signal detection methods including Reporting Odds Ratios (PRRs), Bayesian Propagation Neural Network (BCPNN) and Reporting Odds Ratios (RORs). Signals detected by each method were categorized based on the number of reports per drug-adverse event combination, severity of the event and labeled or unlabeled ADRs. The methods applied to signal detection were then compared in recognizing different types of adverse events. Results: A total of 6353 cases of ADR reports, describing 11130 reactions, were reported to Iranian Pharmacovigilance Center (IPC) during the study period. The dataset involved 4975 drug-event combinations, which were assessed for detecting signals. The counts of drug-event combinations was 1, 2 and 3 or more for 3470, 727 and 779 combinations, respectively. There were 500 drug items responsible for 468 reaction terms in the database. According to PRR and 95% Confidence Interval, there were 2838, 872 and 488 drug-event combinations known as a signal for the pairs with the reporting frequency of ³1, ³2 and ³3 reports, respectively. The signals detected with the criteria of PRR³2, c2³4 were 2930, 872 and 480 for the pairs with the same reporting frequencies. Estimates of RORs and the 95% Confidence Interval showed that 2722, 862 and 481 drug-event combinations were detected to be signal for the pairs with the reporting frequency of ³1, ³2 and ³3 reports, respectively, while measuring IC and IC-2SD detected 1120, 378 and 235 cases for the same reporting frequencies. There were 234 signals detected by all three methods.Conclusion: Despite the similarities between data mining methodologies for signal detection, there are differences in the numbers of signals detected by each method. The study findings suggest that quantitative signal detection methods should be added to the routine Pharmacovigilance activities in Iran and the trends for quantitative measures over time should be monitored. http://irje.tums.ac.ir/browse.php?a_code=A-10-25-200&slc_lang=en&sid=1SamplingMethodologyKnowledgeAttitudePracticeNutritionMicronutrients
collection DOAJ
language fas
format Article
sources DOAJ
author R Heshmat
A.A Keshtkar
R Sheykh-ol-Eslam
M Baghery
A Nadim
spellingShingle R Heshmat
A.A Keshtkar
R Sheykh-ol-Eslam
M Baghery
A Nadim
Knowledge, Attitude and practice of households and health care staff towards nutrition and micronutrients (NUT-KAP) in provinces under the pilot study on flour fortification with Iron: study design and sampling method
مجله اپیدمیولوژی ایران
Sampling
Methodology
Knowledge
Attitude
Practice
Nutrition
Micronutrients
author_facet R Heshmat
A.A Keshtkar
R Sheykh-ol-Eslam
M Baghery
A Nadim
author_sort R Heshmat
title Knowledge, Attitude and practice of households and health care staff towards nutrition and micronutrients (NUT-KAP) in provinces under the pilot study on flour fortification with Iron: study design and sampling method
title_short Knowledge, Attitude and practice of households and health care staff towards nutrition and micronutrients (NUT-KAP) in provinces under the pilot study on flour fortification with Iron: study design and sampling method
title_full Knowledge, Attitude and practice of households and health care staff towards nutrition and micronutrients (NUT-KAP) in provinces under the pilot study on flour fortification with Iron: study design and sampling method
title_fullStr Knowledge, Attitude and practice of households and health care staff towards nutrition and micronutrients (NUT-KAP) in provinces under the pilot study on flour fortification with Iron: study design and sampling method
title_full_unstemmed Knowledge, Attitude and practice of households and health care staff towards nutrition and micronutrients (NUT-KAP) in provinces under the pilot study on flour fortification with Iron: study design and sampling method
title_sort knowledge, attitude and practice of households and health care staff towards nutrition and micronutrients (nut-kap) in provinces under the pilot study on flour fortification with iron: study design and sampling method
publisher Tehran University of Medical Sciences
series مجله اپیدمیولوژی ایران
issn 1735-7489
2228-7507
publishDate 2005-12-01
description Background and Objectives:To compare three different methods of signal detection applied to the Adverse Drug Reactions registered in the Iranian Pharmacovigilance database from 1998 to 2005. Materials and Methods:All Adverse Drug Reactions (ADRs) reported to Iranian Pharmacovigilance Center from March 1998 through January 2005, were included in the analysis. The data were analyzed based on three different signal detection methods including Reporting Odds Ratios (PRRs), Bayesian Propagation Neural Network (BCPNN) and Reporting Odds Ratios (RORs). Signals detected by each method were categorized based on the number of reports per drug-adverse event combination, severity of the event and labeled or unlabeled ADRs. The methods applied to signal detection were then compared in recognizing different types of adverse events. Results: A total of 6353 cases of ADR reports, describing 11130 reactions, were reported to Iranian Pharmacovigilance Center (IPC) during the study period. The dataset involved 4975 drug-event combinations, which were assessed for detecting signals. The counts of drug-event combinations was 1, 2 and 3 or more for 3470, 727 and 779 combinations, respectively. There were 500 drug items responsible for 468 reaction terms in the database. According to PRR and 95% Confidence Interval, there were 2838, 872 and 488 drug-event combinations known as a signal for the pairs with the reporting frequency of ³1, ³2 and ³3 reports, respectively. The signals detected with the criteria of PRR³2, c2³4 were 2930, 872 and 480 for the pairs with the same reporting frequencies. Estimates of RORs and the 95% Confidence Interval showed that 2722, 862 and 481 drug-event combinations were detected to be signal for the pairs with the reporting frequency of ³1, ³2 and ³3 reports, respectively, while measuring IC and IC-2SD detected 1120, 378 and 235 cases for the same reporting frequencies. There were 234 signals detected by all three methods.Conclusion: Despite the similarities between data mining methodologies for signal detection, there are differences in the numbers of signals detected by each method. The study findings suggest that quantitative signal detection methods should be added to the routine Pharmacovigilance activities in Iran and the trends for quantitative measures over time should be monitored.
topic Sampling
Methodology
Knowledge
Attitude
Practice
Nutrition
Micronutrients
url http://irje.tums.ac.ir/browse.php?a_code=A-10-25-200&slc_lang=en&sid=1
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