LOS - Methods for terminal evaluation

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    Evaluation of Level of Service at

    Airport Passenger Terminals:Individual Components and Overall

    Perspectives

    Anderson Correia

    Department of Civil Engineering

    University of Calgary- Canada

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    Level of Service Definition

    The term Level of Service expressesthe quality of the experience which

    passengers perceive they encounter inthe terminal !t addresses the wide

    range of factors that influence thisexperience

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    Esta"lishing levelof service #L$S%measures is an

    area of interest for"oth airlines andairport operators

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    L$S evaluationshave "eenindividually

    underta&en' withouta standardmethodology orreporting system

    #(umphreys and)rancis' *+++%

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    The T, - ).. study#T,' /012%recogni3ed that thecapacity of any airport

    passenger terminalcomponent can not "eevaluated without L$Sdefinitions' "ut there islittle agreement

    concerning thesedefinitions

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    Literature ,eview

    Technique Emploed Authors

    )u33y set theory 4ar& #/005%6 7doh and .shford #/005%6 Teng

    #*+++%6 8en et al #*++/%6 8eh and 9uo #*++*%

    Utility theoretic approach $mer and 9han #/001%6 9han #/00+%6 Siddiqui#/005%

    4sychometrical scaling theory :uller #/012%6 :uller and ;osling #/00/%6 7doh and

    .shford #/00%6

    .shford #/01>%6 :umay3 #/00/%6 4ar& #/000%

    Logit :odels 8en #/00=%

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    Deficiencies of )ormer

    .pproaches

    ? 7o standard method

    ? !nsufficient passenger input? L$S developed ar"itrarily

    ? $versimplifications

    ?)ocus on departing passengers

    ? )ocus on 7orth-.merican and European airports

    ? 7o airport wide L$S standards

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    ,esearch $"@ectives

    ? Development of L$S standards forindividual components and for the airport

    terminal as a whole according to passengerperceptions and movement types

    ? Complete analysis of departing passengers

    ? 4artial analysis of arriving passengers? Use of revealed preference data type

    ? :ulti-attri"ute analysis

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    Techniques Employed in This

    ,esearch? 4sychometric Scaling TechniqueA to

    transform qualitative data intoquantitative data

    ? ,egression .nalysisA #/% to correlatepassenger ratings of L$S and

    characteristics of facilities6 and #*% too"tain the degree of importance ofdifferent components in the overall L$S

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    Theoretical )ramewor&Successive Categories :ethod #4sychometric Scaling Technique%

    ( )[ ]j

    LOS

    j

    UB

    kjk

    kiji

    UB

    k

    LOS

    j

    UB

    ki

    LOS

    jijki

    ki

    UB

    k

    UB

    kiji

    LOS

    j

    LOS

    ji

    P

    k

    vvv

    k

    vv

    B

    Aiscategory"eloworatquality

    @udgewillgrouppassengeray that4ro"a"ilit

    +

    ifcategory"eloworatrated"ewill@Stimulus

    =

    +==

    +=+=

    Probability distribution

    function of the quantitative

    LOS ratings

    Probability distribution

    function of the category

    boundaries

    cat. 1 category 2 cat. 3 cat. 4

    Quantitative continuum scale

    UB

    /UB

    * LOS

    j

    UB

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    Data Collection

    ? ,io de aneiro !nternationalA

    une //-/= *++-** *++ *++5

    ? Sao 4aulo DomesticA

    une *

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    Surveys Content

    7ominal dataA gender' purpose of trip #"usinessBtourism%'

    type of flight #internationalBdomestic%' num"er of chec&ed-

    in "ags' and party si3e

    User responses of L$S #divided into five categoriesA

    /-poor' *-regular'

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    ,esults 4rovided

    L$S standards for

    individual

    componentsCur"side

    Chec&-in counter

    Security ScreeningDeparture Lounge

    aggage Claim

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    ,esults 4rovided #cont%

    ? $verall L$S :easures

    al&ing Distance

    Total Time

    $rientation

    ? $verall L$S

    evaluation as afunction of individual

    components

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    / aiting Time at the Chec&-in

    #Sao 4auloB;uarulhos !nternational .irport%!roup "ange #min$ %alue #min$ &

    1 ! " # #.## 1$ />5

    2 ! " 1 1.## #% /=2

    3 ! " 2 2.## #& /02

    4 ! " 3 3.## 13 /=*

    & ! " 4 4.## #$ +15

    $ ! " & &.## #& +10

    ' & ( ! 1# '.%3 14 /*+

    ) 1# ( ! 1& 13.43 14 +2/

    % 1& ( ! 2& 2#.4# 1& +>*

    1# 2& ( ! 3& 33.3$ 11 #+=*%

    11 3& ( ! && 4%.14 #' #/50%

    12 && ( ! '& $).'& #4 #*>

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    4lot of the Data and ,egression Line

    #Chec&-inBSao 4aulo%

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    Causal ,elationships

    #Chec&-inBSao 4aulo%

    L$S F /=02 - ++> #T%

    ,*F +02

    ) F *>*

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    4roposed L$S Standards

    #Chec&-inBSao 4aulo%

    LOS 'AITI(! TI)E #min$

    . H /

    / - /2

    C /2 -

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    * 4rocessing Time at the

    aggage Claim Calgary .irport

    LOS Processing Time at

    *aggage Claim #min$

    . H /

    / - /5

    C /5 - *+

    D *+ - *>

    E I *>

    F /11 - +// #4T% #t F =>1>% #t F - 5+=5*>

    Chi-Square F /*>

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    Composite Equation

    #Sao 4auloB;uarulhos !nternational .irport%LOS(overall) =

    w0+ w1LOS(cur) +w!LOS(c"eck#in) + w$LOS(sec% sc%) + w&LOS(loun'e) +

    wLOS(walkin' dis%) + w*LOS(orienaion) + wLOS(concessions)

    here

    LOS(overall) F overall terminal L$S ratings

    LOS(cur), LOS(c"eck#in), LOS(sec% screen%), LOS(loun'e), LOS(walk% dis%),

    LOS(orienaion), and LOS(concessions) F L$S ratings for each individual components

    w0=intercept

    w1' w!' w$, w&' w' w*, and w Fparameters of the equation

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    4arameters - )inal ,esults

    #Sao 4auloB;uarulhos !nternational .irport%

    Component Parameters Standard Error t Stat P.value

    !ntercept +15/ +

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    Composite Equation - )inal :odel

    #Sao 4auloB;uarulhos !nternational .irport%

    LOS(overall) = 0%-&1 + 0%!&* LOS(cur) +0%1&& LOS(c"eck#in) +

    + 0%11 LOS(loun'e) + 0%!!. LOS(orienaion) + 0%!1& (/ur/ose)

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    :ain Contri"utions

    ? 4rovision of a comprehensive method to evaluate

    airport L$S according to passenger perceptions

    ? Development of overall L$S measures? .nalysis of the impact of each individual

    component in the overall L$S

    ?Jalidation of the technique with 5++ interviewedand o"served passengers in two countries

    ? 4ractical to useA provision of .-E L$S ranges

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    Conclusions

    ? .ll statistical analyses provide satisfactory

    goodnes-of-fit test results

    ? .pplication of the theoretical framewor&

    provide reasona"le and applied standards

    ? The methodology can "e applied to any

    airport

    ? Data collection is complex' "ut feasi"le

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    )uture ,esearch

    ? .pplication of the proposed methodology to

    various airports nationwide to o"tain a

    comprehensive L$S evaluation? Jerification of the impact of socio-

    economic varia"les in the perceived L$S

    ? L$S of connecting passengers