Statistical methods for cost-effectiveness analyses that use observational data: a critical appraisal tool and review of current practice

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Statistical methods for cost-effectiveness analyses that use observational data: a critical appraisal tool and review of current practice is …
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scholarly articleQ13442814

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P356DOI10.1002/HEC.2806
P698PubMed publication ID22447531

P50authorRichard D. GrieveQ56088816
P2093author name stringM Zia Sadique
Noémi Kreif
P2860cites workRecent Developments in the Econometrics of Program EvaluationQ56706027
The central role of the propensity score in observational studies for causal effectsQ56882400
Estimation of Regression Coefficients When Some Regressors are not Always ObservedQ57310639
Matching as Nonparametric Preprocessing for Reducing Model Dependence in Parametric Causal InferenceQ57568028
A Framework for Addressing Structural Uncertainty in Decision ModelsQ60168159
Confounding and Collapsibility in Causal InferenceQ60620554
Complex causal process diagrams for analyzing the health impacts of policy interventionsQ61045761
Too much ado about two-part models and transformation? Comparing methods of modeling Medicare expendituresQ80033275
Comparing alternative models: log vs Cox proportional hazard?Q80477492
How sensitive are cost-effectiveness analyses to choice of parametric distributions?Q80977056
Identification of treatment effects in Health EconomicsQ81438135
Use of Propensity Scores in Non-Linear Response Models: The Case for Health Care ExpendituresQ105848602
Matching methods for causal inference: A review and a look forwardQ28749221
Referral to an extracorporeal membrane oxygenation center and mortality among patients with severe 2009 influenza A(H1N1).Q30407848
Regression methods for covariate adjustment and subgroup analysis for non-censored cost-effectiveness dataQ30928428
Multiple regression of cost data: use of generalised linear modelsQ30973689
Addressing the issues that arise in analysing multicentre cost data, with application to a multinational studyQ31034427
Diagnosing and responding to violations in the positivity assumptionQ33938361
Variable selection for propensity score modelsQ34803815
Balance diagnostics for comparing the distribution of baseline covariates between treatment groups in propensity-score matched samplesQ36319710
Good practice guidelines for decision-analytic modelling in health technology assessment: a review and consolidation of quality assessmentQ36444854
Instruments for causal inference: an epidemiologist's dream?Q36498027
On the limitations of comparative effectiveness researchQ43897786
Something old, something new, something borrowed, something blue: a framework for the marriage of health econometrics and cost-effectiveness analysis.Q50499409
Use of instrumental variables in the presence of heterogeneity and self-selection: an application to treatments of breast cancer patients.Q51734579
Comparative Effectiveness Research: Challenges for Medical JournalsQ56640354
P433issue4
P407language of work or nameEnglishQ1860
P921main subjectstatisticsQ12483
cost-effectiveness analysisQ1754768
P304page(s)486-500
P577publication date2012-03-22
P1433published inHealth EconomicsQ15679024
P1476titleStatistical methods for cost-effectiveness analyses that use observational data: a critical appraisal tool and review of current practice
P478volume22

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cites work (P2860)
Q47213421A doubly robust approach for cost-effectiveness estimation from observational data
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Q92052180Illustration of the Impact of Unmeasured Confounding Within an Economic Evaluation Based on Nonrandomized Data
Q90676909Observational Cost-Effectiveness Analysis Using Routine Data: Admission and Discharge Care Bundles for Patients with Chronic Obstructive Pulmonary Disease
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Q57635344Psychometric Properties of Maternal Self-Efficacy Questionnaire in a Population of Iranian Mothers
Q31157274The Impact of Regression to the Mean on Economic Evaluation in Quasi-Experimental Pre-Post Studies: The Example of Total Knee Replacement Using Data from the Osteoarthritis Initiative.

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