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Methodology

Effect modification, interaction and mediation: an overview of theoretical insights for clinical investigators

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Pages 331-338 | Published online: 08 Jun 2017

References

  • MiettinenOConfounding and effect-modificationAm J Epidemiol197410053503534423258
  • RothmanKJThe estimation of synergy or antagonismAm J Epidemiol19761035065111274952
  • JuddCMKennyDAProcess analysis. Estimating mediation in treatment evaluationsEval Rev19815602619
  • RothmanKJSynergy and antagonism in cause-effect relationshipsAm J Epidemiol19749963853884841816
  • FletcherRHFletcherSWClinical Epidemiology: The Essentials4th edBaltimoreLippincott Williams & Wilkins2005
  • GreenlandSRandomization, statistics, and causal inferenceEpidemiology199014214292090279
  • RubinDBThe design versus the analysis of observational studies for causal effects: parallels with the design of randomized trialsStat Med2007261203617072897
  • NichollsSGLanganSMSorensenHTPetersenIBenchimolEIThe RECORD reporting guidelines: meeting the methodological and ethical demands of transparency in research using routinely-collected health dataClin Epidemiol2016838939227799820
  • SorensenHTLashTLRothmanKJBeyond randomized controlled trials: a critical comparison of trials with nonrandomized studiesHepatology20064451075108217058242
  • HarpeSEUsing secondary data sources for pharmacoepidemiology and outcomes researchPharmacotherapy200929213815319170584
  • van StaaTPGoldacreBBuchanISmeethLBig health data: the need to earn public trustBMJ2016354i363627418128
  • RothmanKJGreenlandSLashTLModern Epidemiology3rd edPhiladelphiaLippincott Williams & Wilkins2008
  • HernanMARobinsJMCausal InferenceBoca RatonChapman & Hall/CRC2016
  • KranzlerHRCovaultJFeinnRTopiramate treatment for heavy drinkers: moderation by a GRIK1 polymorphismAm J Psychiatry2014171444545224525690
  • BeralVBullDReevesGCollaboratorsMWSEndometrial cancer and hormone-replacement therapy in the Million Women StudyLancet200536594701543155115866308
  • McAlisterFAStrausSESackettDLAltmanDGAnalysis and reporting of factorial trials. A systematic reviewJAMA2003289192545255312759326
  • The Medical Research Council’s General Practice Research FrameworkThrombosis prevention trial: randomised trial of low-intensity oral anticoagulation with warfarin and low-dose aspirin in the primary prevention of ischaemic heart disease in men at increased riskLancet199835190982332419457092
  • HallasJDallMAndriesAUse of single and combined anti-thrombotic therapy and risk of serious upper gastrointestinal bleeding: population based case-control studyBMJ2006333757172616984924
  • KnolMJEggerMScottPGeerlingsMIVandenbrouckeJPWhen one depends on the other: reporting of interaction in case-control and cohort studiesEpidemiology200920216116619034025
  • PortaMA Dictionary of Epidemiology5th edOxfordOxford University Press2008
  • GreenlandSNeutraRControl of confounding in the assessment of medical technologyInt J Epidemiol1980943613677203778
  • HafemanDMSchwartzSOpening the Black Box: a motivation for the assessment of mediationInt J Epidemiol200938383884519261660
  • VanderWeeleTJExplanation in Causal Inference: Methods for Mediation and InteractionNew YorkOxford University Press2015
  • RichiardiLBelloccoRZugnaDMediation analysis in epidemiology: methods, interpretation and biasInt J Epidemiol20134251511151924019424
  • BaronRMKennyDAThe moderator-mediator variable distinction in social psychology research: conceptual, strategic, and statistical considerationsJ Pers Soc Psychol1986516117311823806354
  • MeasePJRussellIJArnoldLMA randomized, double-blind, placebo-controlled, phase III trial of pregabalin in the treatment of patients with fibromyalgiaJ Rheumatol200835350251418278830
  • RussellIJCroffordLJLeonTThe effects of pregabalin on sleep disturbance symptoms among individuals with fibromyalgia syndromeSleep Med200910660461019410509
  • KosterTBlannADBrietEVandenbrouckeJPRosendaalFRRole of clotting factor VIII in effect of von Willebrand factor on occurrence of deep-vein thrombosisLancet199534589431521557823669
  • Le CessieSDebeijJRosendaalFRCannegieterSCVandenbrouckeJPQuantification of bias in direct effects estimates due to different types of measurement error in the mediatorEpidemiology201223455156022526092
  • MacKinnonDPIntroduction to Statistical Mediation AnalysisNew York, NYTaylor & Francis2008
  • SkrondalAInteraction as departure from additivity in case-control studies: a cautionary noteAm J Epidemiol2003158325125812882947
  • FreemantleNMarstonLWaltersKWoodJReynoldsMRPetersenIMaking inferences on treatment effects from real world data: propensity scores, confounding by indication, and other perils for the unwary in observational researchBMJ2013347f640924217206
  • SogaardMHeide-JorgensenUNorgaardMJohnsenSPThomsenRWEvidence for the low recording of weight status and lifestyle risk factors in the Danish National Registry of Patients, 1999–2012BMC Public Health201515132026715157
  • HaldorsenTMartinsenJIKjaerheimKGrimsrudTKAdjustment for tobacco smoking and alcohol consumption by simultaneous analysis of several types of cancerCancer Causes Control201728215516528155007
  • GreenADanish clinical databases: an overviewScand J Public Health2011397 suppl687121775356
  • SorensenHTPedersenLJorgensenJEhrensteinVDanish clinical quality databases – an important and untapped resource for clinical researchClin Epidemiol2016842542727843338
  • VanderWeeleTJKnolMJA tutorial on interactionEpidemiol Methods201433372
  • VanderweeleTJKoYAMukherjeeBEnvironmental confounding in gene-environment interaction studiesAm J Epidemiol2013178114415223821317
  • GreenlandSInteractions in epidemiology: relevance, identification, and estimationEpidemiology2009201141719234397
  • SaracciRInteraction and synergismAm J Epidemiol19801124654667424894
  • VanderWeeleTJRobinsJMFour types of effect modification: a classification based on directed acyclic graphsEpidemiology200718556156817700242
  • ColeSRHernanMAFallibility in estimating direct effectsInt J Epidemiol200231116316511914314
  • PearceNAnalytical implications of epidemiological concepts of interactionInt J Epidemiol19891849769802621035
  • SkrondalACommentary: much ado about interactionsEpidemiology201425572372625076148
  • RobinsJMGreenlandSIdentifiability and exchangeability for direct and indirect effectsEpidemiology1992321431551576220
  • NguyenTTTchetgen TchetgenEJKawachiIGilmanSEWalterSGlymourMMComparing alternative effect decomposition methods: the role of literacy in mediating educational effects on mortalityEpidemiology201627567067627280331
  • GreenlandSThe effect of misclassification in the presence of covariatesAm J Epidemiol198011245645697424903
  • GreenlandSBasic problems in interaction assessmentEnviron Health Perspect19931015966
  • BlakelyTCommentary: estimating direct and indirect effects – fallible in theory, but in the real world?Int J Epidemiol200231116616711914315
  • VanderWeeleTJHernanMAResults on differential and dependent measurement error of the exposure and the outcome using signed directed acyclic graphsAm J Epidemiol2012175121303131022569106