tests38ab.com
38ab.com 时间:2021-03-21 阅读:(
)
RESEARCHARTICLEOpenAccessPerspectivesontheimpactofpainfuldiabeticperipheralneuropathyinamulticulturalpopulationMartinEichholz1,AndreaH.
Alexander2,JosephC.
Cappelleri3,PatrickHlavacek2,BruceParsons2,AlesiaSadosky2*andMichaelM.
Tuchman4AbstractBackground:Sincefewstudieshavecharacterizedpainfuldiabeticperipheralneuropathy(pDPN)symptomsinmulticulturalpopulations,thisstudyfieldedasurveytobetterunderstandpDPNanditsimpactinAfrican-American,Caucasian,andHispanicpopulations.
Methods:KeltonfieldedasurveybyphoneorInternet,inEnglishorSpanish,amongadultswithpDPNsymptomsintheUnitedStatesbetweenAugustandOctober2015;African-AmericansandHispanicswereoversampledtoachieveatleast500subjectsforeachgroup.
PatientswererequiredtohavebeendiagnosedwithpDPNorscore≥3onIDPainvalidatedscreeningtool.
ThesurveyelicitedinformationonpDPNsymptomsandinteractionswithhealthcareproviders(HCPs),andincludedtheBriefPainInventoryandpain-specificWorkProductivityandAssessmentQuestionnaire(WPAI:SHP).
Results:Respondentsincluded823Caucasians,525African-Americans,and537Hispanics;approximatelyhalfofAfrican-AmericansandHispanicswere<40yearsofage,vs12%ofCaucasians.
PainwaslesslikelytoberatedmoderateorseverebyAfrican-Americans(65%)andHispanics(49%)relativetoCaucasians(87%;p<0.
05).
African-AmericansandHispanicswerelesslikelythanCaucasianstoreportexperiencingspecificpDPNsensorysymptoms.
SignificantlyfewerAfrican-AmericansandHispanicsreportedreceivingapDPNdiagnosisrelativetoCaucasians(p<0.
05),andhigherproportionsofAfrican-AmericansandHispanicsreporteddifficultycommunicatingwiththeirHCP(p<0.
05).
WPAI:SHPactivityimpairmentwaslowerinHispanics(43%)relativetoAfrican-Americans(53%)andCaucasian(56%;p<0.
05).
Conclusions:MulticulturalpatientsreporteddifferencesinpDPNsymptomsandpainrelativetoCaucasians,andfewerreceivedapDPNdiagnosis.
Whilefurtherevaluationisneededtounderstandthesedifferences,thesedatasuggestaneedtobroadenpDPNeducationalinitiativestoimprovepatient-HCPdialogueandencouragediscussionofpDPNsymptomsandtheirimpactinamulticulturalsetting.
Keywords:Painfuldiabeticperipheralneuropathy,Race,Ethnicity,Pain,Productivity*Correspondence:Alesia.
sadosky@pfizer.
com2PfizerInc.
,235East42ndStreet,NewYork,NY10017,USAFulllistofauthorinformationisavailableattheendofthearticleTheAuthor(s).
2017OpenAccessThisarticleisdistributedunderthetermsoftheCreativeCommonsAttribution4.
0InternationalLicense(http://creativecommons.
org/licenses/by/4.
0/),whichpermitsunrestricteduse,distribution,andreproductioninanymedium,providedyougiveappropriatecredittotheoriginalauthor(s)andthesource,providealinktotheCreativeCommonslicense,andindicateifchangesweremade.
TheCreativeCommonsPublicDomainDedicationwaiver(http://creativecommons.
org/publicdomain/zero/1.
0/)appliestothedatamadeavailableinthisarticle,unlessotherwisestated.
Eichholzetal.
ClinicalDiabetesandEndocrinology(2017)3:12DOI10.
1186/s40842-017-0051-2BackgroundDiabeticperipheralneuropathy(DPN)isacommoncomplicationofType1andType2diabetesthatischaracterizedbynervedamage.
WhenDPNpresentswithpainfulsymptomstheconditionisknownaspainfuldiabeticperipheralneuropathy(pDPN).
Whiletheepi-demiologyofpDPNhasnotbeenwell-characterized,anoverallprevalenceof15%hasbeenestimatedinthedia-beticpopulation[1].
However,prevalenceratesexceed-ing30%inpatientswithdiabeteshavebeenreportedinmorerecentregionalstudies[2,3],andasystematicreviewofneuropathicpaininthegeneralpopulationreportedapDPNprevalenceof0.
8%thatrepresentsapproximately26%ofindividualswithType2diabetes[4].
Thesubstantialpatientandeconomicburdensassoci-atedwithpDPNarewell-recognizedandincludereduc-tionsinpatientfunction,qualityoflife,andproductivity[5,6],aswellasgreaterhealthcareresourceutilizationandcostsrelativetopatientswithdiabetesandwithDPNwithoutpain[7].
Despitestudiesevaluatingqualityoflifeandotherpatient-reportedoutcomesinpDPN,therearelimiteddataontheseverityandimpactofpainfulpDPNsymp-tomsfromthepatient'sperspective.
Asurveyinpatientsandclinicianswhotreatpatientswithdiabetesnotonlyshowedthatmisperceptionsonthecauseandmanage-mentofpDPNwerecommoninbothstakeholdergroupsbutalsoindicatedadditionaldisparitiesbetweenpatientandclinicianperspectivesregardingcommunica-tion,severity,andtreatment[8].
However,lessisknownaboutthepatientperceptionsofpDPNandinteractionsbetweenthesepatientsandtheirhealthcareproviders(HCPs)inamulticulturalpopulation.
Therefore,theobjectiveofthisstudywastocharacterizetheimpactofpDPNandidentifybarrierstoitsmanagementinamulticulturalUSpopulationwithafocusonAfrican-AmericansandHispanicsrelativetoCaucasians.
MethodsDesignandpopulationsKeltonfieldedasurveyamongpDPNpatientsintheUnitedStatesbetweenAugustandOctober2015.
Forinclusion,patientswererequiredtobeadults(≥18yearsold)whoself-reportedbeingdiagnosedwitheitherType1orType2diabetesandeitherself-reportedhavingreceivedadiagnosisofpDPNbyanHCPorhadascore≥3onIDPain[9](i.
e.
,experienced≥3ofthefollowingsymptomswithinthepastweek:pinsandneedles,hot/burning,numbness,electricalshocks,orpainthatismadeworsewiththetouchofclothingorbedsheets).
IDPainisavalidatedmeasurethatisusedtoscreenpatientsforthepresenceofneuropathicpainbasedonitsdemonstratedabilitytodiscriminatebetweennociceptiveandneuropathicpain[9].
Thesurvey,whichwasdevelopedwithoutpatientinputbutincollaborationwithexpertsinthefield,includingclinicians,wasadministeredbyInternetamongCaucasians,andbyeitherInternetorphoneamongAfrican-AmericansandHispanics,withInternetrespondentsrecruitedfromanationalresearchpanelandphonerespondentsrecruitedfrompurchasedphonelists.
Oversamplingviaphonewasperformedtoachieveagoalofatleast500Hispanicpatientsand500African-Americanpatients.
ThesurveycouldbecompletedinEnglishorSpanish,withtheSpanishversionback-translatedbynativeSpanish-speakerstoensureaccuracyofthequestionnaire.
Thesurvey(Additionalfile1)consistedofbatteriesofquestionsthatwereinpartderivedfromaprevious,simi-larsurvey[8].
ThegoalwastocaptureperspectivesonpDPNsymptoms(numbness;pinsandneedles;painordiscomfortatnight;tinglingorpricklingsensation;sensi-tivitytotouch;burningpainorsensation;shootingpain;radiatingpain;stinging;stabbingpain;electricshock-likesymptomsorsuddenpainattacks;throbbingpain),perceptionsofpainassociatedwiththesymptoms,andhowpatientsdiscussthesesymptomswiththeirphysician.
Additionally,thesurveyincludedtheBriefPainInven-tory(BPI)[10]andtheWorkProductivityandAssessmentQuestionnairedisease-specificversion(WPAI:SHP)adaptedforpain[11],bothofwhichdemonstratesoundpsychometricmeasurementpropertiesandhavebeenusedasoutcomesacrossawidevarietyofdiseasestates.
TheBPIratesworst,least,andaveragepaininthepast24handtheaveragepainsubscalewasusedtocategorizepainasmild,moderate,andseverebasedonestablishedcutpointsfortheaveragepainscaleof0–3formild,4–6formoderate,and7–10forsevere[12].
TheWPAI:SHPmeasuresimpactofthediseaseonproductivityatworkduetoabsenteeism(worktimemissed),presenteeism(impairmentwhileatwork),overallworkimpairment,andactivityimpairmentoutsideofworkduringthepast7days.
StatisticalanalysisSurveyresultsreflectanunweightedsample.
Themarginoferrorwas±3.
1%forthetotalpatientsampleand4.
0%fortheoversampledgroups.
Analysesforcategoricaldataandcontinuousdatawereconductedusingchi-squaretestsandt-tests,respectively.
Theimpactofethnicitywasexploredbasedonthecombinedmainsampleandover-sampleandcontrolledforeffectsofage,education,andhouseholdincomeusinglayeredcross-tabulations(chi-squaretests)andstepwiselinearregression[13].
Thecross-tabulationswereconductedusing16demographicstrata:3agegroups(18–34years,35–54years,and≥55years),6educationlevels,and7incomelevelsshowninthedemographicstable(Table1).
Eichholzetal.
ClinicalDiabetesandEndocrinology(2017)3:12Page2of9Stepwiselinearregressionwasalsoperformedamongthemainsample,usingpainseverityasthedependentvariableand10itemsrelatedtothepatients'experiencewithsymptomsasindependentvariables(numbness;pinsandneedles;painordiscomfortatnight;tinglingorpricklingsensation;sensitivitytotouch;burningpainorsensation;shootingpain;stinging;stabbingpain;electricshock-likesymptomsorsuddenpainattacks).
AllanalyseswereperformedusingIBMSPSSStatistics23.
ResultsRespondentpopulationsTable1presentsthedemographiccharacteristicsofthemulticulturalpopulations,andshowsthatmeanagewassignificantlyhigher(p<0.
05)amongCaucasiansthanAfrican-AmericansandHispanics,anddifferenceswerealsoobservedintheagedistribution.
AlmosthalfoftheAfrican-Americans(49%)andmorethanhalfoftheHis-panics(59%)wereunder40yearsofage,comparedwithonly12%ofCaucasians.
Caucasianshadthelowestrateofemploymentandthehighestrateofretireesamongthethreeculturalgroups,andannualincomewashigh-estinHispanics,lowestamongCaucasians.
Consistentwiththeolderdemographic,asignificantlygreaterpro-portionofCaucasiansrelativetotheothergroupshadhealthinsurancethroughMedicare,andasignificantlylowerproportionwereuninsured(bothp<0.
05)(Table1);privateinsurancewastheprimaryinsurancetypeamongbothAfrican-AmericansandHispanics.
WhilemeantimesincediabetesdiagnosiswasslightlybutsignificantlyhigheramongCaucasians(10.
9years)relativetoAfrican-Americans(9.
4years)andHispanics(9.
4years)(bothp<0.
05),themediansweresimilaracrossethnicities,8years,8years,and9years,respectively.
PainandsensorysymptomsAfrican-AmericanandHispanicpatientswerelesslikelythanCaucasianstoexperiencearangeofsensorysymp-toms(Fig.
1)thatarecharacteristicofneuropathicpainincludingsomesymptomsthatappeartodrivepainseveritysuchassensitivitytotouchandshootingpain.
Thelayeredcross-tabulationsofthesixsymptomsthatweresignificantbyethnicity(electricshock-likepain;painanddiscomfortatnight;stabbingpain;burningpainsensation;shootingpain;sensitivitytotouch)showthatthesedifferencesbyethnicitygenerallyholdforstabbingpain,withasignificanteffectofethnicityfor12ofthe16strata(p<0.
05);shootingpain,whichwassignificantfor11stratap<0.
05);andelectricshockpain(p<0.
05:for9strata)(Table2).
However,significantdifferences(p<0.
05)byethnicitywerelimitedforpainanddiscomfortatnight(only4stratashowedasignificanteffectofethnicity),andburningpainandTable1DemographiccharacteristicsofthepatientpopulationsVariableValueCaucasians(n=823)African-Americans(n=525)Hispanics(n=537)Sex,%Male434842Female575258Age,years,mean55.
7ab41.
037.
0Agedistribution,%18–29years3ab25b2130–39years9ab243840–49years16b202450–59year30ab18b1260–69years30ab10b6≥70years12ab3b1Maritalstatus,%Marriedorlivingasmarried57ab45b72Livingwithdomesticpartner4ab118Single,nevermarried14ab3016Widowed5b4b2Separated2b3b1Divorced18ab7b2Education,%Lessthanhighschool4b67Highschool22b2542aSomecollege—nodegree31b2820aAssociate'sdegree16b159aBachelor'sdegree171819Post-graduatedegree10b82aEmploymentstatus,%Employed38ab6569Retired31ab12b4Disabled19ab10b2Stay-at-homeparent/spouse9ab5b15Unemployed,lookingforwork2ab45Unemployed,notlookingforwork2b24Fulltimestudent<1b12Annualincome,mean$52,300b$53,700b$58,500Insurance,%Medicare44ab16b8Medicaid14b1820Private33ab4752Other6ab32Noinsurance4ab1518ap<0.
05vsAfrican-Americansbp<0.
05vsHispanicsEichholzetal.
ClinicalDiabetesandEndocrinology(2017)3:12Page3of9sensitivitytotouch(eachwith6stratathatshowedanethnicityeffect).
Astepwiseregressionanalysiswithaveragepainsever-ityinthepastyearasdependentvariableandthe10painsymptomsasindependentvariablesshowedthatsensi-tivitytotouchisthestrongestpredictorofpain,beingresponsiblefor20%ofthetotalexplainedvarianceinoverallpainscores.
Thesecondstrongestpredictorwasshootingpain(17%),followedbyelectricshock-likepain(10%).
Theoverallmodelwassignificant(p<0.
05),withR2=0.
29andF=59.
077.
WhiletheaveragenumberofreportedpDPNsymptomswasloweramongAfrican-Americans(5.
3)andHispanics(4.
7)relativetoCaucasians(5.
8),thedifferenceswerenotFig.
1TypeofsymptomsTable2Layeredcross-tabulationfortheeffectofethnicityonthepercentofrespondentswhocurrentlyexperiencethepainsymptomsthatweresignificantbyethnicityStratap-valueStabbingpainShootingpainElectricshock-likepainPainanddiscomfortatnightBurningpainSensitivitytotouchControllingforage18–34years<0.
0001<0.
00010.
002NS0.
0010.
00435–54years<0.
0001<0.
0001<0.
0001<0.
001<0.
00010.
001≥55yearsNSNSNSNSNSNSControllingforeducationLessthanhighschool0.
0020.
034NS0.
021NSNSHighschool<0.
0001<0.
00010.
006<0.
0001<0.
0001NSSomecollege–nodegree<0.
00010.
0030.
007NSNS0.
004Associate'sdegreeNS0.
024NSNSNSNSBachelor'sdegreeNSNSNSNSNSNSPost-graduatedegree0.
0090.
031NSNS0.
0240.
007Controllingforincome<$25,0000.
006NSNSNSNSNS$25,000-$34,999<0.
0001<0.
00010.
002NSNS0.
004$35,000-$49,999<0.
0001<0.
00010.
0090.
0050.
006NS$50,000-$74,9990.
0060.
0140.
018NSNSNS$75,000-$99,999NS0.
0010.
013NSNSNS$100,000-$149,9990.
004NS0.
028NS0.
0010.
036≥$150,0000.
007NSNSNSNSNSAbbreviations:NSnotsignificantEichholzetal.
ClinicalDiabetesandEndocrinology(2017)3:12Page4of9significant(Fig.
2a).
However,African-AmericansandHispanicswerelesslikelytoratetheirpainasmoderateorsevere,65%and49%,respectively,relativetoCaucasians(87%;bothp<0.
05)(Fig.
2b).
Thisfindingwasconfirmedthroughastepwiselinearregressionwhereethnicity(operationalizedas3dummyvariables,oneeachforCaucasian,African-American,andHispanic)aswellasage,education,andhouseholdincomewereusedasinde-pendentvariablestopredictreportedpainlevels.
TheresultsoftheoverallsignificantmodelshowthatbeingHispanicisthestrongestsignificantpredictoroftheexpe-riencedpainlevels(standardizedbetacoefficientof0.
297),followedbyeducation(betaof0.
211)andbeingAfrican-American(betaof0.
125).
Nootherindependentvariableaddedsignificantexplanatorypower.
PatientandhealthcareproviderdialogueTheproportionofCaucasianswhoreportedreceivingadiagnosisofpDPN(87%)wassignificantlyhigherthanthatofAfrican-Americans(51%)andHispanics(36%)(allp<0.
05)(Fig.
3).
Thissignificancebasedonethnicitywasretainedinlayeredcross-tabulations,with13ofthe16stratashowingsignificance(p≤0.
001;onlypost-graduatedegreeandincomelevelsof$100,000–$149,999and≥$150,000werenotsignificant).
Similarpatternswereobservedwhenstratifiedbypainseverity;consistentlyandsignificantlyhigherproportionsofCaucasiansreportedapDPNdiagnosisrelativetotheothertwopopulationsacrossseveritylevels(allp<0.
05),andHispanicsgenerallyreportedthelowestrateofdiagnosis,althoughthediffer-enceswerenotsignificantvsAfrican-Americans.
SignificantlylowerproportionsofAfrican-AmericanandHispanicpatientsrelativetoCaucasiansreporteddiscussingtheirpainsymptomswiththeirhealthcareprovideracrosspainseveritylevels,(allp<0.
05)(Fig.
4a).
Additionally,amongboththeAfrican-AmericanandHispanicpopulations,therewasconsist-entlylesscomfortwiththeirhealthcareproviders(Fig.
4b),asindicatedbysignificantlylowerproportionsofAfrican-AmericansandHispanicswhoreportedthattheythoughttheirHCPunderstoodtheirculture,aswellasahardertimecommunicating.
Fig.
2PresenceofpDPNsymptoms.
a)Averagenumberofsymptoms.
b)PresenceofmoderateorseverepainFig.
3PatientswhoreceivedadiagnosisofpainfuldiabeticperipheralneuropathyEichholzetal.
ClinicalDiabetesandEndocrinology(2017)3:12Page5of9ImpactofpDPNOverallworkimpairmentduetopainwassubstantialamongemployedpatientsinthethreepopulations(Fig.
5).
WhileCaucasiansreportedgreaterworkimpairmentthanAfrican-AmericansandHispanics,noneofthedifferencesbetweengroupswassignificant.
Presenteeismwasatleastthreetimesashighasabsenteeisminallpopulations,andpresenteeismamongCaucasianswassignificantlyhigherrelativetoHispanics,48%and36%,respectively(p<0.
05).
Activityimpairmentwassignificantly(p<0.
05)higheramongCaucasians(56%)relativetoAfrican-Americans(53%)andHispanics(43%)(Fig.
5).
DiscussionThisstudysuggestsnotonlythattherearesignificantdisparitiesacrossculturalgroupsintheirinteractionwithHCPsregardingpDPNanditssymptoms,butthatpresentationofpDPNitselfisalsosignificantlydifferentacrossthesegroups,withlowerpainseverityandfewernumberofpDPNsymptomsreportedamongAfrican-AmericansandHispanicsrelativetoCaucasians.
Inparticular,amongthetypesofsymptoms,onlyforpinsandneedleswasthereconcordanceamongallthreeculturalgroupsforthepercentageofpatientsreportingthissymptom.
Fortheothersymptoms,thepercentofpatientsreportingthesymptomswasgenerallylowestamongHispanicsandhighestamongCaucasians.
Whileithaspreviouslybeenreportedthattherearedifferencesinhowethnicgroupsperceiveandreporttypesandseverityofexperimentalpain[14,15],whichmayinpartresultfromgeneticaswellasculturalfactors[16,17],theobservationsherecontrastwitharecentreviewindicatingthatHispanicsreportgreaterpainsen-sitivityandexperiencegreaterseverityrelativetonon-abFig.
4Interactionbetweenpatientsandtheirhealthcareproviders.
a)Discussionofpain.
b)ComfortlevelofpatientswiththeirhealthcareprovidersEichholzetal.
ClinicalDiabetesandEndocrinology(2017)3:12Page6of9HispanicWhites[15].
However,itisalsopossiblethattheseperceptionsmaybedependentonthetypeofpain,i.
e.
,neuropathicornociceptive.
Whetherthesediffer-encesextendtotheclinicalsettinghasnotbeenadequatelyexplored,althoughtheresultsreportedheredosuggestpotentialdifferencesaswellastheneedforfurtherevaluatingpainperceptionsinmulticulturalpop-ulations,includingsensationsrelatedtoneuropathicpainsuchaspDPN.
Therobustnessoftheseresultswasdemonstratedbyadditionalanalysesthatadjustedfordemographicandsocioeconomicfactors,sinceage,educationlevel,andincomemaybepotentialconfoundingfactorsthatcon-tributetopainperceptionsorHCPinteractions.
Theseadditionalanalysessuggestthatregardlessofsocioeco-nomicstatus,ethnicityisageneralfactorinhowsymp-tomsassociatedwithpDPNaremanifestedorperceived.
Additionally,andofpotentialgreaterclinicalrelevance,wasthelargeproportionofAfrican-AmericanandHispanicpopulationswhowere<40yearsofage.
Whileitiswell-recognizedthatdiabetesdisproportionallyaffectsAfrican-AmericansandHispanics[18],toourknowledgethisisthefirststudytosuggestthatthesepopulationsmayalsohaveahighprevalenceofpDPNsymptomsinsuchayoungagegroup,butamorerigorousepidemio-logicstudywouldbeneededtocorroboratetheseobserva-tions.
Theoverallsimilarityacrossethnicitiesfortimesinceadiabetesdiagnosisfurthersuggeststhatdurationofdiabetesisunlikelytomeaningfullyimpacttheobservedresultsandtheirclinicalimplications.
Thedifferencesinsymptomsandseveritywereparal-leledbytheimpactofpainondailyactivitiesontheWPAI:SHPreportedbythethreepopulations;theleastimpairmentwasconsistentlyreportedbyHispanics,andthiswassignificantforActivityimpairmentvsbothotherpopulations,andforPresenteeismvsCaucasians.
ItshouldagainbenotedthattheWPAI:SHPresponsesonworkproductivitywereobtainedonlyfromemployedrespon-dents,whiletheactivityimpairmentquestionwasansweredbyallrespondentsandwaslimitedtoactivitiesotherthanemployment.
TheseobservationsontheWPAI:SHPareconsistentwitharecentreviewsuggestinglowerratesofactivitylimitationamongHispanicswithpainrelativetootherculturalgroupsdespitegreaterpainsensitivity[15].
Amongthoseemployed,presenteeismwasthreetimesthatofabsenteeisminallculturalgroups,suggestingthatthiswastheprimarydriverofworkimpairment,ashasbeenpreviouslyreportedamongpatientswithchronicpainconditions[5].
DespitethepresenceofthesesymptomsandpainofmoderateorsevereseverityinsubstantialproportionsofAfrican-AmericansandHispanics,fewerofthesepatientsreportedreceivingapDPNdiagnosisthanCaucasians.
Thislowerrateofdiagnosismaypotentiallybedue,atleastinpart,totheobservationsrelatedtointeractionsofthesepopulationswiththeirHCPs:FewerAfrican-AmericanandHispanicpatientsreporteddiscussingtheirpainsymptomswiththeirHCP,andtherewasconsistentlylesscomfortwiththeirHCPsinthesegroups.
TheseinteractionswithHCPsareconsistentwiththedisparitiesinhealthcareresourceavailabilityandusethathavebeenreportedamongminoritypopulationsandthatcontributetothechallengeofdiagnosisandmanagementofthesepatients[19].
Inparticular,HispanicshavereportedlanguageandculturalbarrierssuchastheunavailabilityofSpanish-speakinghealthcareprovidersorinterpreters[15,20].
WhiletheselanguageandculturalbarriersmayinpartaccountforthelowercomfortlevelofHispanicswiththeirHCPsinthecurrentstudy,itshouldalsobenotedthatAfrican-Americansreportedasimilarlyhardtimecommunicat-ingwiththeirHCPsasHispanicsdid.
LimitationsAswithanysurveydependentuponrespondents,animportantlimitationispotentialselectionbias,sincepatientswhoagreedtoparticipatemayhavecharacteris-ticsandperceptionsdifferentfromthosewhorefused.
Arelatedlimitationisthatthepatient-leveldataondiagnosis,pain,andsymptomswerebasedonself-report12%48%52%56%14%43%46%53%10%36%39%43%0%10%20%30%40%50%60%AbsenteeismPresenteeismOverallworkimpairmentActivityimpairmentPercentImpairmentCaucasianAfricanAmericanHispanicAmerican****p<0.
05vsHispanicAmericanFig.
5WorklossandproductivityimpairmentassessedusingtheWPAI:SHPEichholzetal.
ClinicalDiabetesandEndocrinology(2017)3:12Page7of9and,assuch,maybesubjecttomisunderstandingormis-interpretationofthequestionsthatmayresult,atleastinpart,fromculturaldifferencesacrossthepopulations.
Itshouldalsobenotedthatthisstudydidnotcaptureotherfactorsthatmayhavecontributedtopatients'perceptionsoftheirpainexperience,suchasmood,negativeemotionsandthoughts,poorpaincontrol,orconstruals.
Thesefactors,aswellasothersnotcollected,couldbeapotentialmissingsourceofinformationthatmayhavecontributedtohowsubjectsreportedtheirpainfulsymptomsorinteractionswiththeirHCPs,andwarrantfurtherevaluationinfuturestudies.
Whileuseofbothinternetandphoneassurveymodalitiescouldbecriticized,suchadesignwasneces-sarytoreachthetargetpopulations,andtheinabilitytodisentangletheadministrationmodalityfromtheresultsacrossthepopulationsrepresentsanotherlimitation.
Lastly,thesurveyresultsreflectanunweightedsample,andthusmaynotnecessarilybereflectiveorrepresenta-tiveoftheentiregeneralpopulationintheUnitedStates.
However,thefindingsprovidedirectionalinsightsthatcanbeusedtooptimizepatientcare.
ConclusionsSignificantdifferencesinpatientexperiencesofpDPNsymptomsandpainseveritywerereportedacrosscul-turalgroupsincludingAfrican-Americans,Hispanics,andCaucasians;African-AmericansandHispanicswerelesslikelytoexperiencethesamesensationsasCauca-sianpatientsandreportedlowerpainratings.
Furtherevaluationisneededtodeterminewhatmayaccountfortheseobserveddifferences.
DifferentialratesofpDPNdiagnosisandcomfortlevelswithHCPswerealsoreportedinthismulticulturalpopulation,withthediffer-encesprovidingsupportforbarriersthatcontributetodisparitiesinhealthcareamongspecificpopulations.
TheseresultssuggestaneedtobroadenpDPNeduca-tionalinitiativesamongbothpatientsandclinicians.
Whilepatientintiativesshouldespeciallytargetmulticul-turalpopulations,thegoalsofclinicianinitiativesshouldbetoincreaseattentionthatsymptomsmaydifferamongindividualswithdifferentculturalbackgroundsandtoimprovepatient-HCPdialoguebyencouragingdiscussionofpDPNsymptomsandtheirimpactinmulticulturalsettings.
AdditionalfileAdditionalfile1:MulticulturalpDPNResearchPatientSurvey.
(DOCX260kb)AbbreviationsBPI:BriefPainInventory;HCP:Healthcareprovider;pDPN:Painfuldiabeticperipheralneuropathy;WPAI:SHP:WorkProductivityandAssessmentQuestionnairedisease-specificversionAcknowledgementsEditorial/medicalwritingsupportwasprovidedbyE.
JayBienenandwasfundedbyPfizer.
FundingThisstudywasconductedbyKeltonGlobalandsponsoredbyPfizerInc.
AvailabilityofdataandmaterialsThesurveyisavailableasElectronicSupplementaryMaterialOnlineResource1.
Dataareavailableonrequestfromthecorrespondingauthor.
Authors'contributionsAllauthorsmettheInternationalCommitteeofMedicalJournalEditors(ICMJE)recommendationsforauthorship.
AS,AHA,JCC,PT,BPandMMTwereinvolvedinconceptionanddesignofthestudyincludingdevelopmentofthesurveyinstrument.
MEcarriedoutdataacquisition.
MEandJCCanalyzedandinterpretedthedatawithfurtherinputfromtheremainingauthors.
Allauthorswereinvolvedindraftingthearticleandrevisingitcriticallyforimportantintellectualcontent.
Allauthorsapprovedthefinalversiontobesubmittedforpublication.
EthicsapprovalandconsenttoparticipateEthics/InstitutionalReviewBoard(IRB)approvalwasnotobtainedforthisstudy,whichwasconductedbyKeltonGlobal,amarketresearchfirm,whoaccessedexistingparticipantpanelsacrosstheUS.
;allsubjectshadpreviouslyagreedtoparticipateinthenationalresearchpanelthatwasaccessed.
Additionally,allsubjectswereadvised,eitherverballyforphoneparticipation,orviaaninitialonlinescreenforInternetparticipationthat"Theresultsmayappearinleadingmediaoutletsinthecomingweeks,butyouranswerswillremainconfidentialandanonymous.
"ConsentforpublicationNotapplicableCompetinginterestsMEisanemployeeofKeltonGlobal.
AHAwasanemployeeandshareholderofPfizeratthetimeofthestudyanddevelopmentofthemanuscript.
BP,JCC,PH,andASarepaidemployeesandshareholdersofPfizer.
MMTisapracticingneurologistandreportsnoconflictsofinterest.
Publisher'sNoteSpringerNatureremainsneutralwithregardtojurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations.
Authordetails1KeltonCommunications,CulverCity,CA,USA.
2PfizerInc.
,235East42ndStreet,NewYork,NY10017,USA.
3PfizerInc.
,Groton,CT,USA.
4PalmBeachNeurologicalCenter,PalmBeachGardens,FL,USA.
Received:23August2017Accepted:6December2017References1.
SadoskyA,McDermottAM,BrandenburgNA,StraussM.
Areviewoftheepidemiologyofpainfuldiabeticperipheralneuropathy,post-herpeticneuralgia,andlesscommonlystudiedneuropathicpainconditions.
PainPract.
2008;8(1):45–56.
2.
JambartS,AmmacheZ,HaddadF,YounesA,HassounA,AbdallaK,SelwanCA,SunnaN,WajsbrotD,YouseifE.
PrevalenceofpainfuldiabeticperipheralneuropathyamongpatientswithdiabetesmellitusintheMiddleEastregion.
JIntMedRes.
2011;39(2):366–77.
3.
AllemanCJ,WesterhoutKY,HensenM,ChambersC,StokerM,LongS,vanNootenFE.
HumanisticandeconomicburdenofpainfuldiabeticperipheralneuropathyinEurope:areviewoftheliterature.
DiabetesResClinPract.
2015;109(2):215–25.
4.
vanHeckeO,AustinSK,KhanRA,SmithBH,TorranceN.
Neuropathicpaininthegeneralpopulation:asystematicreviewofepidemiologicalstudies.
Pain.
2014;155(4):654–62.
5.
StewartWF,RicciJA,CheeE,HirschAG,BrandenburgN.
LostproductivetimeandcostsduetodiabetesanddiabeticneuropathicpainintheUSworkforce.
JOccupEnvironMed.
2007;49(6):672–9.
Eichholzetal.
ClinicalDiabetesandEndocrinology(2017)3:12Page8of96.
daCostaDiBonaventuraM,CappelleriJC,JoshiAV.
Alongitudinalassessmentofpainfuldiabeticperipheralneuropathyonhealthstatus,productivity,andhealthcareutilizationandcost.
PainMed.
2011;12(1):118–26.
7.
SadoskyA,MardekianJ,ParsonsB,HoppsM,BienenEJ,MarkmanJ.
Healthcareutilizationandcostsindiabetesrelativetotheclinicalspectrumofpainfuldiabeticperipheralneuropathy.
JDiabetesComplicat.
2015;29(2):212–7.
8.
SadoskyA,HopperJ,ParsonsB.
Painfuldiabeticperipheralneuropathy:resultsofasurveycharacterizingtheperspectivesandmisperceptionsofpatientsandhealthcarepractitioners.
Patient.
2014;7(1):107–14.
9.
PortenoyR.
Developmentandtestingofaneuropathicpainscreeningquestionnaire:IDpain.
CurrMedResOpin.
2006;22(8):1555–65.
10.
CleelandCS,RyanKM.
Painassessment:globaluseofthebriefpaininventory.
AnnAcadMedSingap.
1994;23(2):129–38.
11.
WorkProductivityandActivityImpairmentQuestionnaire:SpecificHealthProblemV2.
0(WPAI:SHP)[http://www.
reillyassociates.
net/WPAI_SHP.
html].
12.
ZelmanD,DukesE,BrandenburgN,BostromA,GoreM.
Identificationofcut-pointsformild,moderateandseverepainduetodiabeticperipheralneuropathy.
Pain.
2005;115(2):29–36.
13.
KleinbaumDG,KupperLL,NizamA,RosenbergES.
Appliedregressionanalysisandothermultivariatemethods.
5thed.
Boston:CengageLearning;2014.
14.
Rahim-WilliamsB,RileyJL3rd,WilliamsAK,FillingimRB.
Aquantitativereviewofethnicgroupdifferencesinexperimentalpainresponse:dobiology,psychology,andculturematterPainMed.
2012;13(4):522–40.
15.
HollingsheadNA,Ashburn-NardoL,StewartJC,HirshAT.
ThepainexperienceofHispanicAmericans:acriticalliteraturereviewandconceptualmodel.
JPain.
2016;17(5):513–28.
16.
KimH,NeubertJK,SanMiguelA,XuK,KrishnarajuRK,IadarolaMJ,GoldmanD,DionneRA.
Geneticinfluenceonvariabilityinhumanacuteexperimentalpainsensitivityassociatedwithgender,ethnicityandpsychologicaltemperament.
Pain.
2004;109(3):488–96.
17.
CampbellCM,EdwardsRR.
Ethnicdifferencesinpainandpainmanagement.
PainManag.
2012;2(3):219–30.
18.
NationalDiabetesStatisticsReport:EstimatesofDiabetesandItsBurdenintheUnitedStates,2014.
Atlanta:U.
S.
DepartmentofHealthandHumanServices.
http://www.
thefdha.
org/pdf/diabetes.
pdf.
19.
NationalHealthcareDisparitiesReport,2013.
Publication#14–0006[http://www.
ahrq.
gov/research/findings/nhqrdr/nhdr13/2013nhdr.
pdf].
20.
BetancourtJR,CorbettJ,BondarykMR.
Addressingdisparitiesandachievingequity:culturalcompetence,ethics,andhealth-caretransformation.
Chest.
2014;145(1):143–8.
Weacceptpre-submissioninquiriesOurselectortoolhelpsyoutondthemostrelevantjournalWeprovideroundtheclockcustomersupportConvenientonlinesubmissionThoroughpeerreviewInclusioninPubMedandallmajorindexingservicesMaximumvisibilityforyourresearchSubmityourmanuscriptatwww.
biomedcentral.
com/submitSubmityournextmanuscripttoBioMedCentralandwewillhelpyouateverystep:Eichholzetal.
ClinicalDiabetesandEndocrinology(2017)3:12Page9of9
Megalayer 商家我们还算是比较熟悉的,商家主要业务方向是CN2优化带宽、国际BGP和全向带宽的独立服务器和站群服务器,且后来也有增加云服务器(VPS主机)业务。这次中秋节促销活动期间,有发布促销活动,这次活动力度认为还是比较大的,有提供香港、美国、菲律宾的年付VPS主机,CN2优化方案线路的低至年付159元。这次活动截止到10月30日,如果我们有需要的话可以选择。第一、特价限量年付VPS主...
棉花云官网棉花云隶属于江西乐网科技有限公司,前身是2014年就运营的2014IDC,专注海外线路已有7年有余,是国内较早从事海外专线的互联网基础服务提供商。公司专注为用户提供低价高性能云计算产品,致力于云计算应用的易用性开发,并引导云计算在国内普及。目前公司研发以及运营云服务基础设施服务平台(IaaS),面向全球客户提供基于云计算的IT解决方案与客户服务(SaaS),拥有丰富的国内BGP、双线高防...
CloudCone 商家在以前的篇幅中也有多次介绍到,这个商家也蛮有意思的。以前一直只有洛杉矶MC机房,而且在功能上和Linode、DO、Vultr一样可以随时删除采用按时计费模式。但是,他们没有学到人家的精华部分,要这样的小时计费,一定要机房多才有优势,否则压根没有多大用途。这不最近CloudCone商家有点小变化,有新人洛杉矶优化线路,具体是什么优化的等会我测试看看线路。内存CPU硬盘流量价格...
38ab.com为你推荐
sherylsandbergLean In是一个怎样的组织甲骨文不满赔偿工作不满半年被辞退,请问赔偿金是怎么算的?www.haole012.comhttp://fj.qq.com/news/wm/wm012.htm 这个链接的视频的 第3分20秒开始的 背景音乐 是什么?8090lu.com8090lu.com怎么样了?工程有进展吗?336.com求那个网站 你懂得 1552517773@qqip在线查询我要用eclipse做个ip在线查询功能,用QQwry数据库,可是我不知道怎么把这个数据库放到我的程序里面去,高手帮忙指点下,小弟在这谢谢了www.585ccc.com手机ccc认证查询,求网址www.28.cnXX小说网站谁有啊?国风商讯国风塑钢质量怎么样凤阙寒宫凤康源怎么样??
美国服务器托管 根域名服务器 网通vps godaddy域名解析 域名商 香港服务器99idc 美国翻墙 国外idc 私人服务器 免备案空间 hnyd 蜗牛魔方 日本bb瘦 柚子舍官网 网站cdn加速 cdn联盟 双11秒杀 速度云 最好的qq空间 如何安装服务器系统 更多