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Journal of Clinical Epidemiology
Volume 58, Issue 4
, Pages 323-337
, April 2005
A review of uses of health care utilization databases for epidemiologic research on therapeutics
References
- . Powerful medicines: the benefits, risks, and costs of prescription drugs. New York: Knopf; 2004;
- . Risk assessment of drugs, biologics and therapeutic devices: present and future issues. Pharmacoepidemiol Drug Safety. 2003;12:653–662
- . A retrospective cohort study of implantable medical devices and selected chronic disease in Medicare claims data. Ann Epidemiol. 2000;10:205–213
- . Pharmacoepidemiology in pre-approval clinical trial safety monitoring. J Clin Epidemiol. 1991;44:851–857
- . What do we show and who does so? An analysis of the abstracts presented at the 19th ICPE. Pharmacoepidemiol Drug Safety. 2004;13:S330–S331
- . The waiting time distribution as a graphical approach to epidemiologic measures of drug utilization. Epidemiology. 1997;8:666–670
- . Long-term persistence in use of statin therapy in elderly patients. JAMA. 2002;288:455–461
- . Adverse outcomes of underuse of beta-blockers in elderly survivors of acute myocardial infarction. JAMA. 1997;277:115–121
- . Quality indicators for appropriate medication use in vulnerable elders. Ann Intern Med. 2001;135:703–710
- Brookhart MA, Solomon DH, Wang P, Glynn RJ, Avorn J, Schneeweiss S. Quantifying sources of explained variation in multilevel models of therapeutic decision making. J Clin Epidemiol (in press).
- . The effect of physicians' training on prescribing beta-blockers for secondary prevention of myocardial infarction in the elderly. Ann Epidemiol. 2002;12:86–89
- . Physician and practice characteristics associated with the early utilization of new prescription drugs. Med Care. 2003;41:895–908
- . Variations in the utilization of coronary angiography for elderly patients with an acute myocardial infarction: an analysis using hierarchical logistic regression. Med Care. 1995;33:625–642
- . Physician profiling and risk adjustment. 2nd edition. Gaithersburg (MD): Aspen; 1999;
- . The role of databases in drug postmarketing surveillance. Pharmacoepidemiol Drug Saf. 2001;10:407–410
- . Sample size considerations for pharmacoepidemiology studies. In: Strom BL editors. Pharmacoepidemiology. 3rd edition. Chichester (UK): Wiley; 2000;p. 31–40
- . The impact of wording in “Dear doctor” letters and in black box labels. Clin Pharmacol Ther. 2002;72:735–742
- . Use and misuse of population attributable fractions. Am J Public Health. 1998;88:15–19
- . The need for randomization in the study of intended effects. Stat Med. 1983;2:267–271
- . Post-marketing studies of drug efficacy: how?. Am J Med. 1984;77:703–708
- . Understanding the divergent data on postmenopausal hormone therapy. N Engl J Med. 2003;348:645–650
- . Mortality in current and former users of clozapine. Epidemiology. 1997;8:671–677
- . Computerised record linkage: compared with traditional patient follow-up methods in clinical trials and illustrated in a prospective epidemiological study. J Clin Epidemiol. 1995;48:1441–1452
- . A critical analysis of studies of state drug reimbursement policies: research in need of discipline. Milbank Q. 1993;71:217–252
- . Adverse events associated with prescription drug cost-sharing among poor and elderly persons. JAMA. 2001;285:421–429
- . Effects of Medicaid drug-payment limits on admission to hospitals and nursing homes. N Engl J Med. 1991;325:1072–1077
- . Outcomes of reference pricing for angiotensin-converting enzyme inhibitors. New Engl J Med. 2002;346:822–829
- . Descriptive analyses of the integrity of a US Medicaid claims database. Pharmacoepidemiol Drug Saf. 2003;12:103–111
- . A framework for evaluation of secondary data sources for epidemiological research. Int J Epidemiol. 1996;25:435–442
- . Evidence of depression provoked by cardiovascular medication: a prescription sequence symmetry analysis. Epidemiology. 1996;7:478–484
- . Confounding by indication. Epidemiology. 1996;7:335–336
- . Medicaid data as a resource for epidemiologic studies: strengths and limitations. J Clin Epidemiol. 1989;42:937–945
- . Multicenter epidemiologic and health services research on therapeutics in the HMO Research Network Center for Education and Research on Therapeutics. Pharmacoepidemiol Drug Saf. 2001;10:373–377
- . Agreement between GPRD smoking data: a survey of general practitioners and a population-based survey. Pharmacoepidemiol Drug Saf. 2004;13:437–441
- . Statins and the risk of dementia. Lancet. 2000;356:1627–1631
- . Conducting pharmacoepidemiologic research in Denmark. Pharmacoepidemiol Drug Saf. 2001;10:619–623
- . What is Germany's experience on reference based drug pricing and the etiology of adverse health outcomes or substitution?. Health Policy. 1998;44:253–260
- . Health services research and personal health information: privacy concerns, new legislation, and beyond. CMAJ. 1998;159:1378–1380
- . Using administrative data to recruit study participants while protecting patient privacy: experience with “Camouflaged Sampling”. Eur J Epidemiol. 2004;19:517–525
- . Churn, churn, churn: how instability of health insurance shapes America's uninsured problem. Issue brief. New York, NY: The Commonwealth Fund; 2003;
- . Causation of bias: the Episcope. Epidemiology. 2000;12:114–122
- . Record linkage studies for postmarketing drug surveillance: data quality and validity considerations. Drug Intell Clin Pharm. 1988;22:157–161
- . Coding accuracy of administrative drug claims in the Ontario Drug Benefit database. Can J Clin Pharmacol. 2003;10:67–71
- . The validity of medicaid pharmacy claims for estimating drug use among elderly nursing home residents: the Oregon experience. J Clin Epidemiol. 2000;53:1248–1257
- . Recall accuracy for prescription medications: self report compared with database information. Am J Epidemiol. 1995;142:1103–1112
- . Completeness of prescription recording in outpatients medical records from a health maintenance organization. J Clin Epidemiol. 1994;47:165–171
- . ATC index with DDD. Oslo, Norway: WHO; 2003;
- Drug exposure risk windows and unexposed comparator groups for cohort studies in Pharmacoepidemiology. Pharmacoepidemiol Drug Safety. 1998;7:275–280
- . Rapid monitoring of drug discontinuation rates in response to restrictions in drug reimbursement. Pharmacoepidemiol Drug Saf. 2004;13:5310–5311
- . Exposure misclassification as a result of free sample drug utilization in automated claims databases and its effect on pharmacoepidemiologic studies of selective COX-2 inhibitors. Pharmacoepidemiol Drug Safety. 2004;13:695–702
- . Behavior of the exposure odds ratio in a case-control study when the hazard function is not constant over time. J Clin Epidemiol. 1989;42:1179–1184
- . Methods in observational epidemiology. 2nd edition. New York: Oxford University Press; 1996;
- . Validation of diagnostic codes within medical services claims. J Clin Epidemiol. 2004;57:131–141
- . Bias in the coding of hospital discharge data and its implications for quality assessment. Med Care. 1994;32:81–90
- . The accuracy of Medicare claims-based diagnosis of acute myocardial infarction: estimating positive predictive value based on review of hospital records. Am Heart J. 2004;148:99–104
- . Acute respiratory-tract infections and risk of first-time acute myocardial infarction. Lancet. 1998;351:1467–1471
- . The relationship between selective COX-2 inhibitors and acute myocardial infarction. Circulation. 2004;109:2068–2073
- . Association of road-traffic accidents with benzodiazepine use. Lancet. 1998;352:1331–1336
- . Adapting a clinical comorbidity index for use with ICD-9-CM administrative databases. J Clin Epidemiol. 1992;45:613–619
- . A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chron Dis. 1987;40:373–383
- . Performance of comorbidity scores to control for confounding in epidemiologic studies using claims data. Am J Epidemiol. 2001;154:854–864
- . Assessing accuracy of diagnosis-type indicators for flagging complications in administrative data. J Clin Epidemiol. 2004;57:366–372
- . Bias due to misclassification in the estimate of relative risk. Am J Epidemiol. 1977;105:488–495
- . The effect of misclassification in matched-pair case-control studies. Am J Epidemiol. 1982;116:402–406
- . Validation study methods for estimating exposure proportions and odds ratios with misclassified data. J Clin Epidemiol. 1990;43:941–947
- . Use of positive predictive value to correct for disease misclassification in epidemiologic studies. Am J Epidemiol. 1993;138:1007–1015
- . Simulation-extrapolation estimation in parametric measurement error models. J Am Stat Assoc. 1994;89:1314–1328
- . Simulation-extrapolation: the measurement error jackknife. J Am Stat Assoc. 1995;90:1247–1256
- . Sensitivity of multivariate logistic regression results towards random misclassification of exposure status and event dates in a study on antiparkinsonian drug use and sudden onset pathologic somnolence. Pharmacoepidemiol Drug Safety. 2003;12:S146–S147
- . A Medicare database review found that physician preferences increasingly outweighed patient characteristics as determinants of first-time prescriptions for cox-2 inhibitors. J Clin Epidemiol. 2005;58:98–102
- . Modern epidemiology. 2nd edition. Philadelphia: Lippincott Williams & Wilkins; 1998;
- . A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol. 1996;49:1373–1379
- . Stratification by a multivariate confounder score. Am J Epidemiol. 1976;104:609–620
- . The central role of the propensity score in observational studies for causal effects. Biometrika. 1983;70:41–55
- . Principles for modeling propensity scores in medical research: a systematic literature review. Pharmacoepidemiol Drug Safety. 2004;13:841–853
- . Estimating causal effects from large data sets using propensity scores. Ann Intern Med. 1997;127:757–763
- . Rare outcomes, common treatments: analytic strategies using propensity scores. Ann Intern Med. 2002;137:693–695
- . Comparison of logistic regression versus propensity score when the number of events is low and there are multiple confounders. Am J Epidemiol. 2003;158:280–287
- . Non-steroidal anti-inflammatory drugs and risk of serious coronary heart disease: an observational cohort study. Lancet. 2002;359:118–123
- . Performance of tests of significance based on stratification by a multivariate confounder score or by a propensity score. J Clin Epidemiol. 1989;42:317–324
- . Paradoxical relations of drug treatment with mortality in older persons. Epidemiology. 2001;12:682–689
- . Association between SSRI use and hip fractures and the effect of residual confounding bias in claims database studies. J Clin Psychopharm. 2004;13:695–702
- . When are observational studies as credible as randomized trials?. Lancet. 2004;363:1728–1731
- . Evaluating medication effects outside of clinical trials: new-user designs. Am J Epidemiol. 2003;158:915–920
- . Aspirin and the risk of colorectal cancer in women. N Engl J Med. 1995;333:609–614
- . Assessment of bias by unmeasured confounders in pharmacoepidemiologic claims data studies using external data. Epidemiology. 2005;16:17–24
- . A survey of aspirin use, non-prescription NSAID use, and cigarette smoking among users and non-users of prescription NSAIDs: estimates of the effect of unmeasured confounding by these factors on studies of NSAID use and risk of myocardial infarction. Pharmacoepidemiol Drug Safety. 2001;10:S103
- . Relative excess risk: an alternative measure of comparative risk. Am J Epidemiol. 1999;150:279–282
- . Assessment and control for confounding by indication in observational studies. J Am Geriatr Soc. 1999;47:749–754
- . Semi-automated sensitivity analysis to assess systematic errors in observational data. Epidemiology. 2003;14:451–458
- . Identifying a short functional disability screen for older persons. J Gerontol. 2000;55:750–756
- . Medicare data: the best of both worlds. Health Care Financing Rev. 1997;18:211–229
- . Correcting effect estimates for unmeasured confounding in cohort studies with validation studies using propensity score calibration. Am J Epidemiol. 2004;in press
- . Correction of logistic regression relative risk estimates and confidence intervals for measurement error: the case of multiple covariates measured with error. Am J Epidemiol. 1990;132:734–745
- . The case-crossover design: a method for studying transient effects on the risk of acute events. Am J Epidemiol. 1991;133:144–153
- . Evidence of depression provoked by cardiovascular medication: a prescription sequence symmetry analysis. Epidemiology. 1996;7:478–484
- . Exposure to tricyclic and selective serotonin reuptake inhibitor antidepressants and the risk of hip fracture. Am J Epidemiol. 2003;158:77–84
- . Relative incidence estimation from case series for vaccine safety evaluation. Biometrics. 1995;51:228–235
- . Within-subject exposure dependency in case-crossover studies. Stat Med. 2001;20:3039–3049
- . Use of the case-crossover design to study prolonged drug exposures and insidious outcomes. Ann Epidemiol. 2004;14:296–303
- . The case-time-control design. Epidemiology. 1995;6:248–253
- . The case-time-control design: further assumptions and conditions. Epidemiology. 1998;9:441–445
- . Does more intensive treatment of acute myocardial infarction in the elderly reduce mortality? Analysis using instrumental variables. JAMA. 1994;272:859–866
- . Econometrics in outcomes research: the use of instrumental variables. Annu Rev Public Health. 1998;19:17–34
- . Quasi-experimental longitudinal designs to evaluate drug benefit policy changes with low policy compliance. J Clin Epidemiol. 2002;55:833–841
- . Policy and program analysis using administrative databases. Ann Intern Med. 1997;127:712–718
- . Validation of information recorded on general practitioner based computerised data resource in the United Kingdom. Br Med J. 1991;302:766–768
- . Incidence of colonic ischemia, hospitalized complications of constipation, and bowel surgery in relation to use of alosetron hydrochloride. Am J Gastroenterol. 2003;98:1117–1122
- . Longitudinal data analysis using generalized linear models. Biometrika. 1986;73:13–22
- . Multilevel analysis. London: Sage; 1999;
- . Applied longitudinal data analysis for epidemiology. Cambridge, UK: Cambridge University Press; 2003;
- . Randomized trial of estrogen plus progestin for secondary prevention of coronary heart disease in postmenopausal women. Heart and Estrogen/progestin Replacement Study (HERS) Research Group. JAMA. 1998;280:605–613
- . Risks and benefits of estrogen plus progestin in healthy postmenopausal women: principal results From the Women's Health Initiative randomized controlled trial. JAMA. 2002;288:321–333
- . A prospective, observational study of postmenopausal hormone therapy and primary prevention of cardiovascular disease. Ann Intern Med. 2000;133:933–941
- . Effect of selective cyclooxygenase 2 inhibitors and naproxen on short-term risk of acute myocardial infarction in the elderly. Arch Intern Med. 2003;163:481–486
- . The accuracy of Medicare's hospital claims data: progress has been made, but problems remain. Am J Public Health. 1992;82:243–248
- . Data validation issues in using claims data. Pharmacoepidemiol Drug Safety. 2001;10:389–392
PII: S0895-4356(04)00298-7
doi: 10.1016/j.jclinepi.2004.10.012
© 2005 Elsevier Inc. All rights reserved.
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Journal of Clinical Epidemiology
Volume 58, Issue 4
, Pages 323-337
, April 2005
