Abstract:
PURPOSE:The success of an epidemiological study for drug safety surveillance or comparative effectiveness depends largely on design and analysis strategies besides data quality. The Observational Medical Outcomes Partnership (OMOP) methods community implemented a collection of statistical methods with extensive parameters allowing a wide variety of designs and analyses. Our objective was to develop a visualization tool to explore which parameter settings may enable better predictive properties for a given method in a database. METHODS:Performance measures were produced for each setting, including sensitivity (recall), specificity (1-FPR), AUC, MAP, and P(k). Multiple regressions with relevant parameters as main effects were run for performance measures on all test cases and subgroups. Heatmaps with sequential palettes to indicate the parameters' impacts on performance measures were generated based on matrices of the standardized coefficients (t-statistics) by parameter settings and test case subgroups. RESULTS:Heatmaps help researchers to explore design and analysis options of methods for evaluating a variety of drug-outcome relationships and also to explore data issues. CONCLUSIONS:Statistical visualization through heatmaps is a useful tool for summarizing and presenting method performance results and for the exploration of the parameter settings for method performance characteristics and data limitations.
journal_name
Pharmacoepidemiol Drug Safjournal_title
Pharmacoepidemiology and drug safetyauthors
Li X,Hui S,Ryan P,Rosenman M,Overhage Mdoi
10.1002/pds.3419subject
Has Abstractpub_date
2013-05-01 00:00:00pages
503-9issue
5eissn
1053-8569issn
1099-1557journal_volume
22pub_type
杂志文章abstract:PURPOSE:The objectives of this study were to characterize the validity of algorithms to identify AF from electronic health data through a systematic review of the literature and to identify gaps needing further research. METHODS:Two reviewers examined publications during 1997-2008 that identified patients with atrial ...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章,评审
doi:10.1002/pds.2317
更新日期:2012-01-01 00:00:00
abstract:PURPOSE:Concomitant use of anti-dementia drugs with psychotropic drugs is potentially problematic in patients with dementia. The aim of this study was to investigate how frequently patients in Norway use anti-dementia drugs concomitantly with psychotropic drugs. METHODS:Analyses are based on data from the Norwegian Pr...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
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更新日期:2011-12-01 00:00:00
abstract:PURPOSE:To assess the feasibility of using Clinical Practice Research Datalink (CPRD) data for identifying populations of patients with chronic obstructive pulmonary disease (COPD) eligible for a hypothetical pragmatic trial. METHODS:A retrospective multidatabase cohort study using CPRD primary care and linked seconda...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.5188
更新日期:2020-12-27 00:00:00
abstract:PURPOSE:To examine and compare the quality of drug prescribing for older patients in nursing homes and home nursing services. METHODS:Cross-sectional study comprising 11,254 patients aged ≥ 65 years in nursing homes (n = 2986) and home nursing services (n = 8268). Potentially inappropriate medications were identified ...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.2232
更新日期:2012-09-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.1080
更新日期:2005-09-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
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更新日期:2017-05-01 00:00:00
abstract:PURPOSE:There is an increasing number of children with in utero exposure to opioids. Knowledge about opioid safety in pregnancy, particularly for outcomes later in childhood is scarce. It has been suggested that opioids can modulate immune system and increase the risk of infections. Our goal was to study the impact of ...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.5088
更新日期:2020-12-01 00:00:00
abstract:PURPOSE:Few studies have reported an association between proton pump inhibitor (PPI) use and tuberculosis. Tuberculosis incidence is relatively high in Asian people, and an increase in PPI prescriptions has been reported in South Korea. Thus, we investigated the association between PPI use and tuberculosis development....
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.4773
更新日期:2019-06-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.2146
更新日期:2011-07-01 00:00:00
abstract::The article is devoted to the establishment and development of the National Pharmacovigilance system in Ukraine. A drug safety centre of Ukraine started to form a pharmacovigilance system in 1996. It has been operating on a regular basis since 2000 and now provides the regulatory services that include data collection ...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.886
更新日期:2004-03-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.4421
更新日期:2018-07-01 00:00:00
abstract:PURPOSE:vigiRank is a data-driven predictive model for emerging safety signals. In addition to disproportionate reporting patterns, it also accounts for the completeness, recency, and geographic spread of individual case reporting, as well as the availability of case narratives. Previous retrospective analysis suggeste...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.4247
更新日期:2017-08-01 00:00:00
abstract:BACKGROUND:Current guidelines for the empiric treatment of uncomplicated urinary tract infection in women recommend that first-line trimethoprim-sulfamethoxazole (TMP-SMX) or ofloxacin be given for 3 days and nitrofurantoin for 5 days. Increasing the duration of treatment raises costs, and perhaps, the incidence of adv...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.862
更新日期:2004-04-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.3390
更新日期:2013-04-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章,评审
doi:10.1002/pds.1831
更新日期:2009-12-01 00:00:00
abstract::Rosiglitazone has previously been widely used to treat patients with type 2 diabetes mellitus, but its safety in terms of cardiovascular morbidity and mortality had been called into question. Recently, there have been doubts raised about the meta-analytic evidence with the regulatory authorities relaxing its restricti...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章,meta分析
doi:10.1002/pds.3736
更新日期:2015-03-01 00:00:00
abstract:PURPOSE:To define periods of acceptable mortality reporting in primary care and to demonstrate through examples the implication for research using automated medical data. METHODS:Annual death counts were obtained for each primary care practice participating in The Health Improvement Network "THIN" (UK). Expected count...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.1688
更新日期:2009-01-01 00:00:00
abstract:PURPOSE:Administration of pegylated interferon-alpha (IFN-alpha) and ribavirin in adults with chronic hepatitis C (CHC) is a recommended therapeutic standard. Nevertheless, this therapeutic regimen rises numerous controversies. The aim of this study was to analyze adverse effects during the treatment with pegylated IFN...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.1458
更新日期:2007-10-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/(SICI)1099-1557(199907)8:4<275::AID-PDS427
更新日期:1999-07-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.4408
更新日期:2018-04-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
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doi:10.1002/pds.4170
更新日期:2017-06-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.2136
更新日期:2011-05-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章,评审
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更新日期:2016-01-01 00:00:00
abstract:PURPOSE:Recent public health safety issues involving medical devices have led to a growing demand to improve the current passive-reactive postmarket surveillance (PMS) system. Various European Union (EU) national competent authorities have started to focus on strengthening the postmarket risk evaluation. As a consequen...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章,评审
doi:10.1002/pds.4859
更新日期:2019-09-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.3877
更新日期:2016-04-01 00:00:00
abstract:PURPOSE:We evaluated national outpatient antimicrobial prescription trends in relation to the first United States case of inhalational anthrax due to the intentional delivery of Bacillus anthracis (B. anthracis) spores. METHODS:We queried IMS HEALTH's National Prescription Audit Plus7 database for two 6-month periods ...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.828
更新日期:2003-04-01 00:00:00
abstract:BACKGROUND:Previous reports have suggested that new evidence of the comparative effectiveness of different medication classes from randomized controlled trials (RCTs) does not always alter treatment decisions for first-line anti-hypertensive therapy. OBJECTIVES:To evaluate the association of RCT evidence in December 2...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.1788
更新日期:2009-09-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.5087
更新日期:2020-11-01 00:00:00
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journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.3943
更新日期:2016-04-01 00:00:00
abstract:PURPOSE:Proton pump inhibitor (PPI) may suppress adrenal cortical steroid synthesis and release, thereby leading to electrolyte disturbances. Both hyponatremia and hyperkalemia in the setting of PPI therapy have been documented in case reports. The objective of this study was to examine the association between serum po...
journal_title:Pharmacoepidemiology and drug safety
pub_type: 杂志文章
doi:10.1002/pds.1795
更新日期:2009-09-01 00:00:00