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Original Research

Using existing questionnaires in latent class analysis: should we use summary scores or single items as input? A methodological study using a cohort of patients with low back pain

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Pages 73-89 | Published online: 26 Apr 2016

References

  • Leboeuf-YdeCMannicheCLow back pain: time to get off the treadmillJ Manipulative Physiol Ther2001241636611174697
  • KentPKeatingJDo primary-care clinicians think that nonspecific low back pain is one condition?Spine (Phila Pa 1976)20042991022103115105677
  • Global Burden of Disease Study 2013 CollaboratorsGlobal, regional, and national incidence, prevalence, and years lived with disability for 301 acute and chronic diseases and injuries in 188 countries, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013Lancet2015386999574380026063472
  • KochMBDavidsenMJuelKDe Samfundsmæssige Omkostninger ved Rygsygdomme og Rygsmerter i Danmark. [The societal costs of back disorders and back pain in Denmark]CopenhagenStatens Institut for Folkesundhed. [The Danish National Institute of Public Health]2011 Danish
  • WalkerBFFrenchSDGrantWGreenSCombined chiropractic interventions for low-back painCochrane Database Syst Rev20104CD00542720393942
  • LamMGalvinRCurryPEffectiveness of acupuncture for nonspecific chronic low back pain: a systematic review and meta-analysisSpine (Phila Pa 1976)201338242124213824026151
  • KamperSJApeldoornATChiarottoAMultidisciplinary biopsychosocial rehabilitation for chronic low back painCochrane Database Syst Rev20149CD00096325180773
  • RubinsteinSMTerweeCBAssendelftWJde BoerMRvan TulderMWSpinal manipulative therapy for acute low-back painCochrane Database Syst Rev20129CD00888022972127
  • RubinsteinSMvan MiddelkoopMAssendelftWJde BoerMRvan TulderMWSpinal manipulative therapy for chronic low-back painCochrane Database Syst Rev20112CD00811221328304
  • KellerAHaydenJBombardierCvan TulderMEffect sizes of non-surgical treatments of non-specific low-back painEur Spine J200716111776178817619914
  • KoesBWvan TulderMWThomasSDiagnosis and treatment of low back painBMJ200633275551430143416777886
  • FergussonDMHorwoodLJLynskeyMTThe comorbidities of adolescent problem behaviors: a latent class modelJ Abnorm Child Psychol19942233393548064037
  • SternHSArcusDKaganJRubinDBSnidmanNUsing mixture models in temperament researchInt J Behav Dev1995183407423
  • DewildeCThe multidimensional measurement of poverty in Belgium and Britain: a categorical approachSoc Indic Res2004683331369
  • CoffmanDLPatrickMEPalenLARhoadesBLVenturaAKWhy do high school seniors drink? Implications for a targeted approach to interventionPrev Sci20078424124817963040
  • MiaskowskiCDunnLRitchieCLatent class analysis reveals distinct subgroups of patients based on symptom occurrence and demographic and clinical characteristicsJ Pain Symptom Manage2015501283725647419
  • LourençoSAraájoFSeveroMCunhaMLCarnideFLucasRPatterns of biomechanical demands are associated with musculoskeletal pain in the beginning of professional life: a population-based studyScand J Work Environ Health201541323424625808241
  • HartvigsenJDavidsenMHestbaekLSogaardKRoosEMPatterns of musculoskeletal pain in the population: a latent class analysis using a nationally representative interviewer-based survey of 4817 DanesEur J Pain201317345246023042697
  • AuvinenJPPaananenMVTammelinTHMusculoskeletal pain combinations in adolescentsSpine (Phila Pa 1976)200934111192119719444067
  • KentPJensenRKKongstedAA comparison of three clustering methods for finding subgroups in MRI, SMS or clinical data: SPSS TwoStep Cluster analysis, Latent Gold and SNOBBMC Med Res Methodol20141411325272975
  • KongstedAKentPHestbaekLVachWPatients with low back pain had distinct clinical course patterns that were typically neither complete recovery nor constant pain: a latent class analysis of longitudinal dataSpine J20155588589425681230
  • DunnKMCampbellPJordanKPLong-term trajectories of back pain: cohort study with 7-year follow-upBMJ Open2013312e003838
  • DeyoRABryanMComstockBATrajectories of symptoms and function in older adults with low back disordersSpine (Phila Pa 1976)201540171352136225996537
  • BaronsMJGriffithsFEParsonsNMatching patients to an intervention for back pain: classifying patients using a latent class approachJ Eval Clin Pract201420454455024661395
  • PincusTKentPBronfortGLoiselPPranskyGHartvigsenJTwenty-five years with the biopsychosocial model of low back pain – is it time to celebrate? A report from the twelfth international forum for primary care research on low back painSpine (Phila Pa 1976)201338242118212323970112
  • KentPGrotleMDunnKMAlbertHBLauridsenHHRasch analysis of the 23-item version of the Roland Morris Disability QuestionnaireJ Rehabil Med201547435636425594334
  • HillJCDunnKMLewisMA primary care back pain screening tool: identifying patient subgroups for initial treatmentArthritis Rheum200859563264118438893
  • MeroniRPiscitelliDBonettiFZambaldiMGuccioneAAPillastriniPRasch analysis of the Italian version of Fear Avoidance Beliefs Questionnaire (FABQ-I)Disabil Rehabil201537215115724766100
  • EirikstoftHKongstedAPatient characteristics in low back pain subgroups based on an existing classification system: a descriptive cohort study in chiropractic practiceMan Ther2014191657123932099
  • Danish National Committee on Biomedical Research EthicsAct on Research Ethics Review of Health Research Projects (section 14.2)2013 Available from: http://www.cvk.sum.dk/English/actonabiomedicalresearch.aspxAccessed May 27, 2015
  • WurptsICGeiserCIs adding more indicators to a latent class analysis beneficial or detrimental? Results of a Monte-Carlo studyFront Psychol2014592025191298
  • PetersenTLaslettMThorsenHMannicheCEkdahlCJacobsenSDiagnostic classification of non-specific low back pain: a new system integrating patho-anatomic and clinical categoriesPhysiother Theory Pract2003194213237
  • VermuntJKMagidsonJLatent Gold 4.0 User’s GuideBelmont, MAStatistical Innovations2005
  • World Health OrganizationICF browser [search engine] Available from: http://apps.who.int/classifications/icfbrowserAccessed August 19, 2015
  • CiezaAStuckiGWeiglMICF core sets for low back painJ Rehabil Med200444 Suppl697415370751
  • GrotleMBroxJIVollestadNKFunctional status and disability questionnaires: what do they assess? A systematic review of back-specific outcome questionnairesSpine (Phila Pa 1976)200530113014015626993
  • WangPZhangJMLiaoWJContent comparison of questionnaires and scales used in low back pain based on the international classification of functioning, disability and health: a systematic reviewDisabil Rehabil201234141167117722409275
  • VermuntJKMagidsonJLatent Gold 5.0 Upgrade ManualBelmont, MAStatistical Innovations2013
  • NylundKLAsparouhovTMuthénBODeciding on the number of classes in latent class analysis and growth mixture modeling: a Monte Carlo simulation studyStruct Equ Modeling2007144535569
  • HestbaekLMunckAHartvigsenLJarbølDESøndergaardJKongstedALow back pain in primary care: a description of 1250 patients with low back pain in Danish general and chiropractic practiceInt J Family Med2014201410610225436149
  • NaginDSGroup-Based Modeling of DevelopmentCambridge, MAHarvard University Press2005
  • KentPStochkendahlMJChristensenHWKongstedACould the clinical interpretability of subgroups detected using clustering methods be improved by using a novel two-stage approach?Chiropr Man Therap20152320
  • AdamsonGMurphySShevlinMBucklePStubbsDProfiling schoolchildren in pain and associated demographic and behavioural factors: a latent class approachPain2007129329530317156926
  • SuppesPWhen are probabilistic explanations possible?Models and Methods in the Philosophy of Science: Selected Essays226HeidelbergSpringer1993141148