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English
Documents
2011
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Hart
etal
.
InternationalJournalofBehavioralNutritionandPhysicalActivity
2011,
8
:62
http://www.ijbnpa.org/content/8/1/62
RESEARCH
OpenAccess
Howmanydaysofmonitoringpredictphysical
activityandsedentarybehaviourinolderadults?
TeresaLHart
1
,AnnMSwartz
2
,SusanECashin
2
andScottJStrath
2*
Abstract
Background:
Thenumberofdaysofpedometeroraccelerometerdataneededtoreliablyassessphysicalactivity
(PA)isimportantforresearchthatexaminestherelationshipwithhealth.Whilethisimportantresearchhasbeen
completedinyoungtomiddle-agedadults,dataislackinginolderadults.Further,datadeterminingthenumber
ofdaysofself-reportsPAdataisalsovoid.Thepurposeofthisstudywastoexaminethenumberofdaysneeded
topredicthabitualPAandsedentarybehaviouracrosspedometer,accelerometer,andphysicalactivitylog(PAlog)
datainolderadults.
Methods:
Participants(52oldermenandwomen;age=69.3±7.4years,range=55-86years)woreaYamax
DigiwalkerSW-200pedometerandanActiGraph7164accelerometerwhilecompletingaPAlogfor21consecutive
days.Meandifferenceseachinstrumentandintensitybetweendaysoftheweekwereexaminedusingseparate
repeatedmeasuresanalysisofvarianceforwithpairwisecomparisons.Spearman-BrownProphecyFormulaebased
onIntraclassCorrelationsof.80,.85,.90and.95wereusedtopredictthenumberofdaysofaccelerometeror
pedometerwearorPAlogdailyrecordsneededtorepresenttotalPA,lightPA,moderate-to-vigorousPA,and
sedentarybehaviour.
Results:
Resultsofthisstudyshowedthatthreedaysofaccelerometerdata,fourdaysofpedometerdata,orfour
daysofcompletingPAlogsareneededtoaccuratelypredictPAlevelsinolderadults.Whenexaminingtimespent
inspecificintensitiesofPA,fewerdaysofdataareneededforaccuratepredictionoftimespentinthatactivityfor
ActiGraphbutmoreforthePAlog.Toaccuratelypredictaveragedailytimespentinsedentarybehaviour,fivedays
ofActiGraphdataareneeded.
Conclusions:
Thenumberdaysofobjective(pedometerandActiGraph)andsubjective(PAlog)dataneededto
accuratelyestimatedailyPAinolderadultswasrelativelyconsistent.Despitenostatisticaldifferencesbetweendays
fortotalPAbythepedometerandActiGraph,themagnitudeofdifferencesbetweendayssuggeststhatdayofthe
weekcannotbecompletelyignoredinthedesignandanalysisofPAstudiesthatinvolve<7-daymonitoring
protocolsfortheseinstruments.Moredaysofaccelerometerdatawereneededtodeterminetypicalsedentary
behaviourthanPAlevelinthispopulationofolderadults.
Background
easytoadministerhoweveraresubjecttoerrorand
Physicalactivity(PA)isasporadicandcomplexbeha-recallbias[3].ObjectivemeasuresofPAandsedentary
viourtomeasureandissubjecttointer-andintra-indi-behaviour,suchaspedometersandaccelerometers,have
vidualvariability[1].Ithasalsobeensuggestedthatshownpromisewhenusedtoassesshabitualbehaviour.
sedentarybehaviourisanimportant,independentbeha-Determiningthenumberofdaystoreliablyassesshabi-
viourtoaccountforduetoitsrelationwithhealth[2].tualPAandsedentarybehaviourandminimizingparti-
Self-reportmethodstoassessPAandsedentarybeha-cipantburdenremainsachallenge.
vioursuchaslogs,questionnaires,orsurveys,areoftenThenumberofdaystoreliablypredicthabitualPA
behaviourforyoungandmiddle-agedadultshasbeen
*Correspondence:sstrath@uwm.edu
examinedusingpedometersandaccelerometers.Aspart
2
DepartmentofHumanMovementSciences,UniversityofWisconsin-
ofayear-longpedometerself-monitoringstudyinadults
Milwaukee,Milwaukee,Wisconsin,USA
Fulllistofauthorinformationisavailableattheendofthearticle
(meanage=38±10years),itwasdeterminedthatfive
©2011Hartetal;licenseeBioMedCentralLtd.ThisisanOpenAccessarticledistributedunderthetermsoftheCreativeCommons
AttributionLicense(http://creativecommons.org/licenses/by/2.0),whichpermitsunrestricteduse,distribution,andreproductionin
anymedium,providedtheoriginalworkisproperlycited.
Hart
etal
.
InternationalJournalofBehavioralNutritionandPhysicalActivity
2011,
8
:62
http://www.ijbnpa.org/content/8/1/62
Page2of7
consecutivedaysorsixrandomlyselecteddaysofdatalimited.Thereforethepurposeofthisstudywasto
wereneededtoproduceanintraclasscorrelation(ICC)examinethenumberofdataacquisitiondaysneededto
of0.80[4].Datafromsevendaysofconsecutiveped-reliablypredictPAandsedentarybehaviourusingaped-
ometermonitoringinadultmen(meanage=49.1±ometer,accelerometer,orPAloginanolderadult
16.2years)andwomen(meanage=44.8±16.9years)population.Secondly,weaimtoprovideanindicationof
suggestedthatthreedaysofmonitoringproducedanwhetherestimatesofPAandsedentarybehaviourvary
ICCof0.80orgreater[5].Similarresultswerereporteddependingonwhichdaysoftheweekareexamined..
whenassessingPAandsedentarybehaviourusinganTheresultsfromthisstudywillprovideusefulinforma-
accelerometerinmiddle-agedadults.ToreliablypredicttionregardingtheuseofPAassessmentmethodology
21daysofmonitoring,itwassuggestedthatthreetofortheolderadultpopulation.
fourdaysofaccelerometermonitoringwereneededto
achieve80%reliabilityfortotalPAaswellasmoderate
Methods
andvigorousintensityPA,andsevendaysofmonitoring
ParticipantsandProcedures
wereneededtopredictsedentarybehaviour[6].Participantsincluded52oldermenandwomen(mean±
Together,thesedatasuggestthataminimumofthreestandarddeviationage=69.3±7.4years,range=55-86
daysofobjectivemonitoringareneededtoreliablypre-years)whowererecruitedaspartofalargerongoing
dictPAbehaviour,whilesevendaysofobjectivemoni-trialexaminingobjectivelydeterminedphysicalactivity
toringareneededtopredicttimespentinsedentaryprofilesofcommunitydwellingolderadults.Participants
behaviourinayoungtomiddle-agedpopulation.woreaYamaxDigiwalkerSW-200(YamasaCorporation,
DespitethepopularityofestimatingPAandsedentaryTokyo,Japan)pedometerandanActiGraphmodel7164
behaviourstodeterminePAorSBprevalenceorrela-(formerlyCSIandMTI;ActiGraphLLC,Pensacola,FL)
tionshipswithvariousaspectsofhealth,thereremainaaccelerometerconcurrentlywhilecompletingaphysical
numberofgapsintheliteraturefocusingonthenumberactivitylog(PAlog)duringallwakinghours(excluding
ofdataacquisitiondaysneededtoreliablypredictPAshoweringandswimming)for21consecutivedays.
andsedentarybehaviours.First,whilestudieshaveTable1containsdemographicinformationforallparti-
reportedconsistentresultswithregardstonumberofcipants.Ethicalapprovalforthisstudywasgrantedby
daysofmonitoringusingobjectivemethodsofPAtheUniversityofWisconsin-MilwaukeeInstitutional
assessmentinayoungtomiddle-agedpopulation,dataReviewBoard.
onolderadultsislacking.Second,thenumberofdays
ofdataacquisitionneededtoreliablypredictPAbeha-
Instruments
viourfromsubjectivemethodsisvoidintheliterature.
ActiGraphAccelerometer
Finally,comprehensive,concurrentcomparisonsacrossTheActiGraph(model7164)usedinthisstudyisoneof
subjectiveandobjectivemethodsofPAandsedentarythemostwidelyusedaccelerometersinPAresearch.
behaviourassessmentwithinthesamepopulationareThissamemodelhasbeenusedforobjectivePA
Table1Participantdemographicsandphysicalactivitybehaviourdata
All(N=52)
Age(years)
69.3(7.4)
BodyMassIndex(kg/m
2
)
WaistCircumference(cm)
RestingSystolicBloodPressure(mmHg)
RestingDiastolicBloodPressure(mmHg)
Accelerometer(counts/day)
PALog(MET-min/day)
27.0(23.9,29.3)
94.5(83.9,101.0)
128(14)
7(7)9
250550(116260)
1107(358)
Pedometer(steps/day)
5589(3941,8971)
Note.Dataarepresentedasmean(standarddeviation)ormedian(interquartilerange).
Male(n=13)
68.7(10.2)
27.0(24.6,30.2)
100.0(92.0,111.0)
127(13)
74(9)
278430(152809)
1147(496)
8971(3894,9260)
Female(n=39)
69.6(6.3)
27.0(23.6,29.4)
90.3(81.6,100.4)
128(14)
78(8)
241257(102040)
1094(307)
5490(3892,7592)
Hart
etal
.
InternationalJournalofBehavioralNutritionandPhysicalActivity
2011,
8
:62
http://www.ijbnpa.org/content/8/1/62
monitoringintheNationalHealthandNutritionExami-
nationSurvey(NHANES)[7].Detailedtechnicalspecifi-
cationfortheActiGraphareprovidedelsewhere[8,9].
TheprimaryoutputsfromtheActiGraphareactivity
counts,whichrepresentrawaccelerationsthathave
beenfiltered,digitized,integratedandrescaled.Detected
activitycountsaresummedovereachepoch(i.e.,com-
monlyaminuteinlengthforadults)[10].Thesumof
theactivitycountsinagivenepochisrelatedtoactivity
intensityandcanbecategorized(e.g.,sedentary,light,
moderate,vigorous)basedonvalidatedactivitycount
cutpoints[8,9].Forthecurrentstudy,theActiGraph
waswornontherightsideofthewaistonanelastic
belt,accordingtomanufacturerspecifications.
YamaxDigiwalkerSW-200Pedometer
TheYamaxDigiwalkerSW-200isanelectronicped-
ometerwithahorizontal,spring-suspendedleverarm
whichmovesupanddownwithverticalaccelerationsof
thehip.Whenaccelerationsare
≥
0.35g,theleverarm
makesanelectricalcontactandonestepisrecorded.
TheYamaxdisplaysthenumberofstepstakenduringa
givenperiodoftimeduringwhichthemonitorisworn
withadisplayoutputrangeof0-99,999steps.The
Yamaxattachestothewaistlineofpantsortoabeltat
themidlineofeitherthigh.TheYamaxDigiwalkeris
consideredtobethecriterionpedometerforfree-living
PAresearchstudies[11].
PhysicalActivityLog
ParticipantsrecordedactivitiesonthePAlogwhichhas
beenusedbyothersinpaststudies[12]attheendof
eachday.Alistofactivitieswasprovidedforthepartici-
pantonthedailylogsheetandthebroadcategories
included:householdactivities,lawn/gardenactivi