A pragmatic behavior-based habit index for adherence to nebulized treatments among adults with cystic fibrosis

References

• ChowdhuryRKhanHHeydonEAdherence to cardiovascular therapy: a meta-analysis of prevalence and clinical consequencesEur Heart J201334382940294823907142
   PubMed Web of Science ®Google Scholar
• SokolMCMcGuiganKAVerbruggeRREpsteinRSImpact of medication adherence on hospitalization risk and healthcare costMed Care200543652153015908846
   PubMed Web of Science ®Google Scholar
• ButlerJARoderickPMulleeMMasonJCPevelerRCFrequency and impact of nonadherence to immunosuppressants after renal transplantation: a systematic reviewTransplantation200477576977615021846
   PubMed Web of Science ®Google Scholar
• OsterbergLBlaschkeTAdherence to medicationN Engl J Med2005353548749716079372
   PubMed Web of Science ®Google Scholar
• van DulmenSSluijsEvan DijkLde RidderDHeerdinkRBensingJPatient adherence to medical treatment: a review of reviewsBMC Health Serv Res2007715517439645
   PubMed Web of Science ®Google Scholar
• BriesacherBAQuittnerALSaimanLSaccoPFouayziHQuittellLMAdherence with tobramycin inhaled solution and health care utilizationBMC Pulm Med2011111521251275
   PubMed Web of Science ®Google Scholar
• EakinMNBilderbackABoyleMPMogayzelPJRiekertKALongitudinal association between medication adherence and lung health in people with cystic fibrosisJ Cyst Fibros201110425826421458391
   PubMed Web of Science ®Google Scholar
• NasrSZChouWVillaKFChangEBroderMSAdherence to dornase alfa treatment among commercially insured patients with cystic fibrosisJ Med Econ201316680180823506540
   PubMedGoogle Scholar
• QuittnerALZhangJMarynchenkoMPulmonary medication adherence and health-care use in cystic fibrosisChest2014146114215124480974
   PubMed Web of Science ®Google Scholar
• WertzDAChangCLStephensonJJZhangJKuhnRJEconomic impact of tobramycin in patients with cystic fibrosis in a managed care populationJ Med Econ201114675976821942462
   PubMedGoogle Scholar
• NieuwlaatRWilczynskiNNavarroTInterventions for enhancing medication adherenceCochrane Database Syst Rev201411CD000011
   PubMed Web of Science ®Google Scholar
• ViswanathanMGolinCEJonesCDInterventions to improve adherence to self-administered medications for chronic diseases in the United States: a systematic reviewAnn Intern Med20121571178579522964778
   PubMed Web of Science ®Google Scholar
• OryMGLee SmithMMierNWernickeMMThe science of sustaining health behavior change: the health maintenance ConsortiumAm J Health Behav201034664765920604691
   PubMed Web of Science ®Google Scholar
• NilsenWJHaverkosLNebelingLTaylorMVMaintenance of long-term behavior changeAm J Health Behav201034664364620604690
   PubMed Web of Science ®Google Scholar
• GardnerBA review and analysis of the use of “habit” in understanding, predicting and influencing health-related behaviourHealth Psychol Rev20159327729525207647
   PubMed Web of Science ®Google Scholar
• GardnerBLallyPWardleJMaking health habitual: the psychology of “habit-formation” and general practiceBr J Gen Pract20126260566466623211256
   PubMed Web of Science ®Google Scholar
• Alison PhillipsLLeventhalHLeventhalEAPhillipsLALeventhalEAAssessing theoretical predictors of long-term medication adherence: patients’ treatment-related beliefs, experiential feedback and habit developmentPsychol Health201328101135115123627524
   PubMed Web of Science ®Google Scholar
• BolmanCArwertTGVöllinkTAdherence to prophylactic asthma medication: habit strength and cognitionsHeart Lung2011401637520561874
   PubMed Web of Science ®Google Scholar
• DurandHHayesPHarhenBMedication adherence for resistant hypertension: assessing theoretical predictors of adherence using direct and indirect adherence measuresBr J Health Psychol201823494996630014548
   PubMed Web of Science ®Google Scholar
• HooZHBooteJWildmanMJCampbellMJGardnerBDeterminants of objective adherence to nebulised medications among adults with cystic fibrosis: an exploratory mixed methods study comparing low and high adherersHealth Psychol Behav Med201751299316
   Web of Science ®Google Scholar
• HooZHGardnerBArdenMARole of habit in treatment adherence among adults with cystic fibrosisThorax201974219719929886416
   PubMed Web of Science ®Google Scholar
• PhillipsLACohenJBurnsEAbramsJRenningerSSelf-management of chronic illness: the role of “habit” versus reflective factors in exercise and medication adherenceJ Behav Med20163961076109126980098
   PubMed Web of Science ®Google Scholar
• ThorneloeRJGriffithsCEMEmsleyRIntentional and unintentional medication Non-Adherence in psoriasis: the role of patients’ medication beliefs and habit strengthJ Invest Dermatol2018138478579429183731
   PubMed Web of Science ®Google Scholar
• ConnVSRupparTMMedication adherence outcomes of 771 Intervention Trials: systematic review and meta-analysisPrev Med20179926927628315760
   PubMed Web of Science ®Google Scholar
• GreenwaldAGMcGheeDESchwartzJLMeasuring individual differences in implicit cognition: the implicit association testJ Pers Soc Psychol1998746146414809654756
   PubMed Web of Science ®Google Scholar
• VerplankenBOrbellSReflections on past behavior: a self-report index of habit Strength1J Appl Soc Psychol200333613131330
   Web of Science ®Google Scholar
• GardnerBAbrahamCLallyPde BruijnGJTowards parsimony in habit measurement: testing the convergent and predictive validity of an automaticity subscale of the self-report habit indexInt J Behav Nutr Phys Act20129110222935297
   PubMed Web of Science ®Google Scholar
• WoodWTamLWittMGChanging circumstances, disrupting habitsJ Pers Soc Psychol200588691893315982113
   PubMed Web of Science ®Google Scholar
• LabrecqueJSWoodWWhat measures of habit strength to use? Comment on Gardner (2015)Health Psychol Rev20159330331025559353
   PubMed Web of Science ®Google Scholar
• OrbellSVerplankenBThe strength of habitHealth Psychol Rev20159331131725559285
   PubMed Web of Science ®Google Scholar
• NealDTWoodWDroletAHow do people adhere to goals when willpower is low? The profits (and pitfalls) of strong habitsJ Pers Soc Psychol2013104695997523730907
   PubMed Web of Science ®Google Scholar
• QuinnJMPascoeAWoodWNealDTCan’t control yourself? Monitor those bad habitsPers Soc Psychol Bull201036449951120363904
   PubMed Web of Science ®Google Scholar
• HaggerMSRebarALMullanBLippOVChatzisarantisNLThe subjective experience of habit captured by self-report indexes may lead to inaccuracies in the measurement of habitual actionHealth Psychol Rev20159329630225189762
   PubMed Web of Science ®Google Scholar
• SniehottaFFPresseauJThe habitual use of the self-report habit indexAnn Behav Med201243113914021887584
   PubMed Web of Science ®Google Scholar
• GardnerBTangVReflecting on non-reflective action: an exploratory think-aloud study of self-report habit measuresBr J Health Psychol201419225827323869847
   PubMed Web of Science ®Google Scholar
• BlaschkeTFOsterbergLVrijensBUrquhartJAdherence to medications: insights arising from studies on the unreliable link between prescribed and actual drug dosing historiesAnnu Rev Pharmacol. Toxicol201252127530121942628
   PubMed Web of Science ®Google Scholar
• GellerDEMadgeSTechnological and behavioral strategies to reduce treatment burden and improve adherence to inhaled antibiotics in cystic fibrosisRespir Med2011105Suppl 2S24S3122208547
   PubMed Web of Science ®Google Scholar
• CollinsNNebulizer therapy in cystic fibrosis: an overviewJ R Soc Med2009102Suppl 11117
   Web of Science ®Google Scholar
• MurphyJEustaceNSarmaKMMolloyGJHabit strength and adherence to oral contraceptives: the role of time- and place-based cuesInt J Behav Med201825443143729856008
   PubMed Web of Science ®Google Scholar
• UK Cystic Fibrosis Trust Antibiotic Working Group [webpage on the Internet]Antibiotic treatment for cystic fibrosis2009 Available from: https://www.cysticfibrosis.org.uk/the-work-we-do/clinical-care/consensus-documentsAccessed August 31, 2018
   Google Scholar
• McnamaraPSMcCormackPMcdonaldAJHeafLSouthernKWOpen adherence monitoring using routine data download from an adaptive aerosol delivery nebuliser in children with cystic fibrosisJ Cyst Fibros20098425826319447080
   PubMed Web of Science ®Google Scholar
• KotagalSPianosiPSleep disorders in children and adolescentsBMJ2006332754582883216601043
   PubMed Web of Science ®Google Scholar
• OuelletteJAWoodWHabit and intention in everyday life: the multiple processes by which past behavior predicts future behaviorPsychological Bulletin199812415474
   Web of Science ®Google Scholar
• FrechAHealthy behavior trajectories between adolescence and young adulthoodAdv Life Course Res2012172596822745923
   PubMed Web of Science ®Google Scholar
• SiracusaCMRyanJBurnsLElectronic monitoring reveals highly variable adherence patterns in patients prescribed ivacaftorJ Cyst Fibros201514562162626074007
   PubMed Web of Science ®Google Scholar
• SteptoeASandermanRWardleJStability and changes in health behaviours in young adults over a one year periodPsychol Health1995102155169
   Web of Science ®Google Scholar
• ModiACRauschJRGlauserTAPatterns of nonadherence to antiepileptic drug therapy in children with newly diagnosed epilepsyJAMA2011305161669167621521848
   PubMed Web of Science ®Google Scholar
• ConroyDEElavskySHydeALDoerksenSEThe dynamic nature of physical activity intentions: a within-person perspective on intention-behavior couplingJ Sport Exerc Psychol201133680782722262706
   PubMed Web of Science ®Google Scholar
• JebbATTayLWangWHuangQTime series analysis for psychological research: examining and forecasting changeFront Psychol2015672726106341
   PubMed Web of Science ®Google Scholar
• AloiaMSGoodwinMSVelicerWFTime series analysis of treatment adherence patterns in individuals with obstructive sleep apneaAnn Behav Med2008361445318726659
   PubMed Web of Science ®Google Scholar
• MonnetDLLópez-LozanoJMCampillosPBurgosAYagüeAGonzaloNMaking sense of antimicrobial use and resistance surveillance data: application of ARIMA and transfer function modelsClin Microbiol Infect20017Suppl 5293611990680
   PubMed Web of Science ®Google Scholar
• UK Cystic Fibrosis Trust Antibiotic Working Group [webpage on the Internet]Standards for the clinical care of children and adults with cystic fibrosis in the UK2011 Available from: https://www.cysticfibrosis.org.uk/the-work-we-do/clinical-care/consensus-documentsAccessed August 31, 2018
   Google Scholar
• InciIStanimirovOBendenCLung transplantation for cystic fibrosis: a single center experience of 100 consecutive casesEur J Cardiothorac Surg201241243544021798754
   PubMed Web of Science ®Google Scholar
• LynchJPSayahDMBelperioJAWeigtSSLung transplantation for cystic fibrosis: results, indications, complications, and controversiesSemin Respir Crit Care Med201536229932025826595
   PubMed Web of Science ®Google Scholar
• RamseyBWDaviesJMcelvaneyNGA CFTR potentiator in patients with cystic fibrosis and the G551D mutationN Engl J Med2011365181663167222047557
   PubMed Web of Science ®Google Scholar
• SuthoffEDBonafedeMLimoneBO’CallaghanLSawickiGSWagenerJSHealthcare resource utilization associated with ivacaftor use in patients with cystic fibrosisJ Med Econ201619984585127074519
   PubMed Web of Science ®Google Scholar
• YankaskasJRMarshallBCSufianBSimonRHRodmanDCystic fibrosis adult care: consensus Conference reportChest20041251 Suppl1S39S14734689
   PubMed Web of Science ®Google Scholar
• DeanRTDunsmuirWTMDangers and uses of cross-correlation in analyzing time series in perception, performance, movement, and neuroscience: the importance of constructing transfer function autoregressive modelsBehav Res Methods201648278380226100765
   PubMed Web of Science ®Google Scholar
• WeinsteinNDMisleading tests of health behavior theoriesAnn Behav Med200733111017291165
   PubMed Web of Science ®Google Scholar
• HooZCampbellMCurleyRWildmanMAn empirical method to cluster objective nebulizer adherence data among adults with cystic fibrosisPatient Prefer Adherence20171163164228392678
   PubMed Web of Science ®Google Scholar
• GardnerBde BruijnGJLallyPA systematic review and meta-analysis of applications of the self-report habit index to nutrition and physical activity behavioursAnn Behav Med201142217418721626256
   PubMed Web of Science ®Google Scholar
• HooZHCurleyRWaltersSJCampbellMJWildmanMJReal world evidence of sustained improvement in objective adherence to maintenance inhaled therapies in an adult cystic fibrosis centre [abstract]Pediatr Pulmonol201752Suppl 47S488
   Google Scholar
• DollJAjzenIAccessibility and stability of predictors in the theory of planned behaviorJ Pers Soc Psychol1992635754765
   Web of Science ®Google Scholar
• HaggerMSChatzisarantisNLDBiddleSJHA meta-analytic review of the theories of reasoned action and planned behavior in physical activity: predictive validity and the contribution of additional variablesJ Sport Exerc Psychol2002241332
   Web of Science ®Google Scholar
• AsaiDOrszulakJMyrickRLeeCCoughlinJFde WeckOL database on the InternetContext-aware reminder system to support medication compliance2011 Available from: http://ieeexplore.ieee.org/document/6084164/Accessed August 31, 2018
   Google Scholar
• BrewerRNMorrisMRLindleySEHow to remember what to remember: exploring possibilities for digital reminder systems2017 Available from: https://www.microsoft.com/en-us/research/wp-content/uploads/2017/07/memory_imwut2017.pdfAccessed August 31, 2018
   Google Scholar
• KhanNKhanFContext based reminder system: supporting persons using smart phone accelerometer data2013 Available from: http://bth.diva-portal.org/smash/get/diva2:832114/FULLTEXT01.pdfAccessed August 31, 2018
   Google Scholar
• LallyPvan JaarsveldCHMPottsHWWWardleJHow are habits formed: modelling habit formation in the real worldEur J Soc Psychol20104069981009
   Web of Science ®Google Scholar
• ColeTJAltmanDGStatistics notes: percentage differences, symmetry, and natural logarithmsBMJ2017358j368328814563
   PubMed Web of Science ®Google Scholar
• MorganWJVandevanterDRPastaDJForced expiratory volume in 1 second variability helps identify patients with cystic fibrosis at risk of greater loss of lung functionJ Pediatr201616911612126388208
   PubMed Web of Science ®Google Scholar
• HooZHGardnerBCurleyRWildmanMJPart III: constructing a process behaviour (XmR) chart with I-neb adherence data for people with cystic fibrosisJ Im Sci201312112
   Google Scholar
• RutjesAWReitsmaJBCoomarasamyAKhanKSBossuytPMEvaluation of diagnostic tests when there is no gold standard. A review of methodsHealth Technol Assess20071150iii, ix51
   Web of Science ®Google Scholar