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    PENGUJIAN DEPENDENSI

    VARIABEL KATEGORIK

    CHI-SQUARE TEST

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    A. TABEL KONTINGENSI

    Syarat:

    Mutually Exclussive

    Mutually Exaustive

    Je"is:

    #ixe$ T%tal#ixe$ Mar&i"

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    A. TABEL KONTINGENSI

    VariabelBaris (A)

    Variabel Kolom (B)TotalB1 B2 Bc

    A1 n11 n12 n1c n1+

    A2 n21 n22 n2c n2+

    : : : ::: : :

    Ar nr1 nr2 nrc nr+

    Total n+1 n+2 n+c n++

    Bentuk Umum Tabel 2-dimensi

    "i': (a"ya)"ya *e"&a+ata" *a$a (aris )e i $a" )%l%+ )e '

    "r, '"r'",c i"ic

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    ./ IN#ERENSI

    Hi!tesis"

    #ixe$ T%tal

    H%: 0aria(el A $a" . i"$e*e"$e" Hi: 0aria(el A $a" . $e*e"$e"

    #ixe$ Mar&i" 1*a$a (aris2

    H%: Pr%*%rsi )ate&%ri 0ar-. sa+a u"tu) setia*)ate&%ri 0ar-A

    Hi: Pr%*%rsi )ate&%ri 0ar-. (er(e$a u"tu) +i"i+al

    satu )ate&%ri 0ar-A

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    ./ IN#ERENSI

    Statisti) U'i:

    Daera Pe"%la)a":

    ++

    ++

    = =

    ==

    =

    n

    nnnnE

    n

    nnX

    ji

    ijij

    r

    i

    c

    j ij

    ijij)(manadi,

    )(

    1 1

    22

    22)1)(1(, > crX

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    C/ C3NT3H

    #!nt!$-% &'i(ed )a*+in,

    4eti)a *eratura" (aru a)a" $itera*)a"5 *erlu $i)etaui a*a)a

    *eratura" terse(ut tela ters%sialisasi)a" $e"&a" (ai) $i setia*

    6ilaya )%ta atau (elu+/ U"tu) itu $ila)u)a" stu$i *a$a ti&a 6ilaya

    )%ta $e"&a" +e"&a+(il sa+*el secara *r%*%rsi%"al (er$asar)a"

    'u+la ru+a ta"&&a $i ti&a 6ilaya terse(ut5 sei"&&a $ari 789

    res*%"$e"5 $iteta*)a" 99 $ari 6ilaya-;5 ;89 $ari 6ilaya- $a"

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    C/ C3NT3H

    WilayahJawaban Responden

    TotalMengerti Mengetahui tapi

    tidak mengertiTidak

    mengetahui

    Wil-1Wil-2

    Wil-

    !"#

    #"

    ###!

    $%

    1&'"'

    1!%

    2&&1#&

    &&Ttal 1# 1%' 2! !#&

    A*a)a $ata $i atas +e"&i"$i)asi)a" (a6a *e"ca*aia" s%sialisasi$i )eti&a 6ilaya ti$a) sa+a >

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    C/ C3NT3H

    Pe"yelesaia" 1%ut*ut SPSS2

    650 100.0% 0 .0% 650 100.0%Wilayah *

    Pendapat

    N Percent N Percent N Percent

    Valid Missing Total

    Cases

    Case Processing Summary

    6 55 10! "00

    #1.5 5$." 100. "00.0

    #5 56 #! 150

    1." #.6 5." 150.0

    5# $ 16$ 00

    6". $." 150.5 00.0

    15 1$! "6 650

    15.0 1$!.0 "6.0 650.0

    Co&nt

    '(pected

    Co&ntCo&nt

    '(pected

    Co&nt

    Co&nt

    '(pected

    Co&nt

    Co&nt

    '(pected

    Co&nt

    Wil)1

    Wil)"

    Wil)

    Wilayah

    Total

    Mengerti Mengetah&i TTah&

    Pendapat

    Total

    Wilayah * Pendapat Crosstabulation

    "#.60$a

    # .000

    "#.$!5 # .000

    .##6 1 .50#

    650

    Pearson

    Chi)+&are

    ,i-elihood atio

    ,inear)/y),inear

    ss ociat ion

    N o Valid Cases

    Val&e d

    sy 2p.

    ig.

    3")sided4

    Chi-Square Tests

    0 cells 3.0%4 hae e(pected co&nt less than 5.

    The 2ini2&2 e(pected co&nt is 1.15.

    a.

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    C/ C3NT3H

    #!nt!$-2 &'i(ed T!tal,A ra"$%+ sa+*le %@ ;

    Age

    Degree of Risk Aersion

    Total* Medium igh

    Bel* "#"#-##

    er ##

    1"1!"

    221#

    $12$

    "!12!

    Ttal " $& 2! 1&

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    C/ C3NT3H

    10 100.0% 0 .0% 10 100.0%ge *

    is-

    N Percent N Percent N Percent

    Valid Missing Total

    Cases

    Case Processing Summary

    1# "" #

    11." "." $.6 #.0

    16 1" 61

    16.0 ".$ 1"." 61.0

    # 15 "6

    6.$ 1#.0 5." "6.0

    # 0 "6 10

    #.0 0.0 "6.0 10.0

    Co&nt

    '(pected

    Co&ntCo&nt

    '(pected

    Co&nt

    Co&nt

    '(pected

    Co&nt

    Co&nt

    '(pectedCo&nt

    elo7 #5

    #5 &p to

    55

    8er 55

    ge

    Total

    ,o7 Medi&2 9igh

    is-

    Total

    Age * RiskAv Crosstabulation

    Penyelesaian

    !utput SPSS

    Crosstabs

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    C/ C3NT3H

    ".$$1a

    # .5$

    ".!!" # .55!

    ".60 1 .10

    10

    Pearson

    Chi)*+&are

    ,i-elihood atio

    ,inear)/y),inear

    ssociationN o Valid Cases

    Val&e d

    sy2p.*ig.

    3")sided4

    Chi-Square Tests

    0 cells 3.0%4 hae e(pected co&nt less than 5.

    The 2ini2&2 e(pected co&nt is 5."0.

    a.

    .1# .5$

    10

    Contingency

    Coeicient

    No2inal /y No2inal

    N o Valid Cases

    Val&e

    ppro(.

    ig.

    Symmetric "easures

    Not ass&2ing the n&ll hypothesis.a.

    :sing the asy2ptotic standard error ass&2ing the n&llhypothesis.

    /.

    KesimulanTi$a) a$a $e*e"$e"sia"tara usia $e"&a"ti"&)at )e(era"ia"

    +e"&a+(il resi)%

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    D/ MENEBUSURI SUM.ER-SUM.ER DEPENDENSI

    Ji)a *a$a ta(el IxJ ter"yata a"taravaria(el (aris $a" varia(el )%l%+

    $e*e"$e"5 +a)a *e"ye(a("yaa$a )e+u"&)i"a":

    Seluru 1se(a&ia" (esar2 sel1i5'2Satu atau $ua sel1i5'2 sa'a

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    D/ MENEBUSURI SUM.ER-SUM.ER

    DEPENDENSI

    #$%STRAS# &A'

    Chi-Square Test &A'

    '(pected co&nts are printed /elo7 o/sered co&nts

    .etu/u Tidak A0tain Ttal

    Akademii 2$' $ 22# #$$

    "61.#" 0.65 "##.!

    raktii 1!# "$ 1'1 "&

    1$".5$ #!.5 11.0

    Total ### 1"0 #16 !$0

    Chi)+ ; 1.1$ < 0.0$ < 1.6"" < 1.6! < 0.11" < ()*((; .010=> ; "? P)Val&e ; 0.00

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    D/ MENEBUSURI SUM.ER-SUM.ER

    DEPENDENSI

    Chi-Square Test &A+'

    '(pected co&nts are printed /elo7 o/sered co&nts

    et&@& Tida- Total

    -ade2isi "! 5"".11 #.$!

    Pra-tisi 165 # "1"166.$! #5.11

    Total ### 1"0 56#

    Chi)+ ; 0.01 < 0.0#$ < 0.0"1 < 0.0! ; 0.16"=> ; 1? P)Val&e ; 0.6$$

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    D/ MENEBUSURI SUM.ER-SUM.ERDEPENDENSI

    Chi-Square Test &A('

    '(pected co&nts are printed /elo7 o/sered co&nts

    A0tain .t/+Tdk Ttal

    -ede2isi ""5 5" 5"##.! ".0

    Pra-tisi 1!1 "1" #011.0 "1.!

    Total #16 56# !$0Chi)*+ ; 1.6"" < 1.1!6 < ()((< 1.1 ; 6.$5=> ; 1? P)Val&e ; 0.00!

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    D/ MENEBUSURI SUM.ER-SUM.ERDEPENDENSI

    Chi-Square Test &a+'

    '(pected co&nts are printed /elo7 o/sered co&nts

    Tida- et&@&

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    D/ MENEBUSURI SUM.ER-SUM.ERDEPENDENSI

    Chi-Square Test &a('

    '(pected co&nts are printed /elo7 o/sered co&nts

    et&@& /stain Total

    -ede2isi "! ""5 50#"60."0 "#.$0

    Pra-tisi 165 1!1 561$.$0 1"."0

    Ttal """ "1! %!&

    Chi)+ ; 1.5$ < 1.##! < 1.!"" < (),+; 6.$0=> ; 1? P)Val&e ; 0.00!

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    D/ MENEBUSURI SUM.ER-SUM.ERDEPENDENSI

    #$%STRAS# &.'

    Chi-Square Test &.'

    '(pected co&nts are printed /elo7 o/sered co&nts

    1 " # Total1 1 1 1" "" 606.00 1.50 16.50 "#.00

    " # "# "$ # !0!.00 "0."5 "#.5 6.00

    $ 15 "# 505.00 11."5 1.5 "0.00

    Total "0 #5 55 $0 "00

    Chi)*+ ; /)+01< 0.01! < 1."" < 0.16 < ".$ < 0.6!# < 0.#"< 0.111 < 0.$00 < 0.!! < 0.11# < 0.$00 ; 16."#"

    => ; 6? P)Val&e ; 0.01"

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    D/ MENEBUSURI SUM.ER-SUM.ERDEPENDENSI

    Chi-Square Test &.+'

    '(pected co&nts are printed /elo7 o/sered co&nts

    A1 1 Total

    1 # 1 605#.00 6.00

    3" ; 1? P)Val&e ; 0.000

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    D/ MENEBUSURI SUM.ER-SUM.ERDEPENDENSI

    Chi-Square Test &.('

    '(pected co&nts are printed /elo7 o/sered co&nts

    " # Total

    " "# "$ # $6"0.6! ".$0 .50

    $ 15 "# #11.1 15."0 "0.50

    Total " # 5$ 1

    Chi)+ ; 0.5"! < 0.001< 0."< 0.!6$ < 0.00 < 0.5!! ; ".#"=> ; "? P)Val&e ; 0."!

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    D/ MENEBUSURI SUM.ER-SUM.ERDEPENDENSI

    Chi-Square Test &.*'

    '(pected co&nts are printed /elo7 o/sered co&nts

    1 A1 Total

    " # $6 !0#.50 $5.50

    # 50".50 #.50

    Total 1 1#0Chi)+ ; 0.056 < 0.00 < 0.100 < 0.005 ; 0.16#=> ; 1? P)Val&e ; 0.6$6? 3" cells 7ith e(pected co&nts B 5.04

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    D/ MENEBUSURI SUM.ER-SUM.ERDEPENDENSI

    Chi-Square Test &.2'

    '(pected co&nts are printed /elo7 o/sered co&nts

    " # Total1 1 1" "" #

    11.5 1#.6 "0.$!

    3"

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    D/ MENEBUSURI SUM.ER-SUM.ERDEPENDENSI

    3esimpulan #lustrasi .

    ecara &2&2 dan /e/as? -ec&ali -ala& -ategori 1dan 1diperti2/ang-an.=engan -ata lain? @i-a di-etah&i s&at& penga2atan ter2as&-dala2 -ategori "? ata& #2a-a -e2&ng-inan /ah7apenga2atan ini @&ga ter2as&- -e dala2 -ategori "ata& 2e2ili-i pel&ang yang sama. Tetapi @i-a di-etah&i s&at&penga2atan 2as&- -ategori 1? 2a-a penga2atan it& /erpel&ang

    besar &nt&- 2as&- dala2 -ategori 1.