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TUGAS BESAR STATISTIKA MULTIVARIAT
ANALISIS FAKTOR PENENTU YANG
MEMPENGARUHI MANAJEMEN MUTU SEKOLAH
YANG MENERAPKAN ISO 9001:2008
(Stud K!"u" P!d! S#$%&!' M##)!' At!"
N#)#* d K%t! B!du)+
Desty Hapsari Kirana (23415017)
Anies Sayyidatun Nisa (23415023)
P*%)*!, M!)"t#* T#$$ d! M!!-#,# Idu"t*
F!$u&t!" T#$%&%) Idu"t*
I"ttut T#$%&%) B!du)
201.
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DAFTAR ISI
DAFTAR ISI..............................................................................................................................1
DAFTAR TABEL.......................................................................................................................3
DAFTAR LAMPIRAN..............................................................................................................4
BAB I PENDAHULUAN..........................................................................................................5
1.1 Deskripsi Permasalaha....................................................................................................5
1.! R"m"sa Masalah............................................................................................................#
1.3 T"$"a Peeli%ia..............................................................................................................#
BAB II MET&D&L&'I PENELITIAN....................................................................................(!.1 Skema%ik Peeli%ia..........................................................................................................(
!.! I)e%i*ikasi +aria,le Peeli%ia.........................................................................................-
!.3 Pe"mp"la Da%a..........................................................................................................11
!.3.1 Pee%"a /"mlah Sample........................................................................................11
!.3.! Pe"mp"la Da%a...................................................................................................1!
!.3.3 S%a%is%ika Deskrip%i* masi0masi aria,el..........................................................1!
!.4 Aalisa Da%a....................................................................................................................12
!.4.1 U$i +ali)i%as.............................................................................................................12
!.4.! U$i Relia,ili%as.........................................................................................................12
BAB III PEN'&LAHAN DATA DAN ANALISIS................................................................1(
3.1 Aalisis U$i +ali)i%as )a U$i Relia,ili%as......................................................................1(
3.1.1 Aalisis U$i +ali)i%as................................................................................................1(
3.1.! Aalisis U$i Relia,ili%as...........................................................................................!
3.! Aalisis U$i Nrmali%as Da%a..........................................................................................!1
3.3 Aalisis Aalisis Fak%r Pee%" a Mempear"hi Maa$eme M"%" Seklah a
Meerapka IS& -16!(.................................................................................................!!
3.3.1 U$i 7aiser Me8er &lki 97M&: )a Bar%le%%;s Tes% * Spheri
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3.3.2 Es%imasi >mm"ali%8 Tapa Meik"%ser%aka I)ika%r 8a Ti)ak Meme"hi
S8ara%................................................................................................................................!-
3.3.# Pee%"a /"mlah Fak%r.........................................................................................3
3.3.( Pem*ak%ra )a R%asi Fak%r................................................................................31
4.5.- I%erpre%asi Fak%r....................................................................................................34
BAB I+ 7ESIMPULAN DAN SARAN.................................................................................32
4.1 7esimp"la.....................................................................................................................32
4.! Sara...............................................................................................................................32
DAFTAR PUSTA7A...............................................................................................................3(
LAMPIRAN.............................................................................................................................3-
2
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DAFTAR TABEL
Ta,el 1.1 Ta,el Dimesi IS& -16!(...................................................................................5
Ta,el !.1 Ta,el Da%a +aria,el....................................................................................................-
Ta,el 3.1 Ta,el Hasil U$i +ali)i%as...........................................................................................12
Ta,el 3.! Ta,el Hasil U$i Relia,ili%as Da%a..............................................................................1(
Ta,el 3.3 Ta,el Hasil U$i Nrmali%as Da%a..............................................................................1-
Ta,el 3.4 I)eks 7M& )a U$i S%a%is%ik Bar%le%%.....................................................................!
Ta,el 3.5 Ta,el Nilai MSA I)ika%r Peeli%ia......................................................................!1
Ta,el 3.2 Ta,el Nilai MSA I)ika%r Peeli%ia Tapa +aria,el ?1.......................................!!
Ta,el 3.# Nilai >mm"ali%ies I)ika%r Peeli%ia................................................................!3
Ta,el 3.( Ta,el 7M& )a Barle%%;s Tes%..................................................................................!4
Ta,el 3.- Ta,el Nilai MSA I)ika%r Peeli%ia Tapa Meik"%ser%aka..............................!5
I)ika%r 8a Ti)ak Meme"hi S8ara%...................................................................................!5
Ta,el 3.1 Ta,el Nilai >mm"ali%ies I)ika%r Peeli%ia Tapa Meik"%ser%aka............!2
I)ika%r 8a Ti)ak Meme"hi S8ara%...................................................................................!2
Ta,el 3.11 Ta,el /"mlah Fak%r 8a Ter,e%"k......................................................................!(
Ta,el 3.1! Ta,el Ma%riks Pem*ak%ra....................................................................................!-Ta,el 3.13 R%asi Fak%r..........................................................................................................3
Ta,el 3.14 T%al +aria 8a Dik%ri,"sika Se%iap Fak%r Se%elah R%asi Fak%r...............31
Ta,el 3.15 Peklas*ikasia I)ika%r Ber)asarka Fak%r 8a Ter,e%"k...........................3!
Ta,el 3.12 Fak%r Pee%" Sis%em Maa$eme M"%" Seklah................................................33
3
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DAFTAR LAMPIRAN
Hasil &"%p"% Perhi%"a SPSS !. Dea 2 &ra Resp)e..........................................i
1. Hasil U$i 7M& )a Barle%%;s Tes% &* Spheri
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BAB I
PENDAHULUAN
1.1 Deskripsi Permasalahan
I)esia se)a ,er$"a keras "%"k meika%ka k"ali%as pe)i)ika hal ii
)ikareaka ke""la ,asa %i)ak lai ha8a ,er%"mp" pa)a keka8aa alam melaika
pa)a s"m,er )a8a ma"sia 9SDM: 8ai%" %eaa %er)i)ik 8a mamp" me$aa, %a%aa0
%a%aa 8a saa%
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a%a" pers8ara%a %er%e%" 8a )i%e%"ka leh
pelaa. Peerapa IS& -16!(
,errie%asi pa)a peika%a k"ali%as
pela8aa sehia )iharapka )apa%
mem"aska para pelaa pe)i)ika
8a pa)a akhir8a ,er)ampak pa)a
peika%a m"%" seklah ma"p" m"%"
pe)i)ika se
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i%" raisasi har"s mee%ah"i *ak%r apa sa$a 8a )apa% mempear"hi sis%em maa$eme
m"%" raisasi8a
1.# R)m)san Masalah
Ber)asarka )eskripsi permasalaha 8a aka )i%eli%i r"m"sa masalah pa)a peeli%ia ii
8ai%" apa sa$a kmpe sis%em maa$eme m"%" 8a me$a)i pee%" k"ali%as s"a%"
raisasi seklah 8a meerapka IS& -16!(.
1.0 T))an Peneli&ian
Peeli%ia ii ,er%"$"a "%"k meaalisa *ak%r peerapa maa$eme m"%" )i SMA )i 7%a
Ba)" )ea me"aka me%)a aalisa *ak%rial. Se
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BAB II
METODOLO2I PENELITIAN
#.1 Skema&ik Peneli&ian
Skema peeli%ia ii )iam,arka melal"i Diaram !.1. Peeli%ia ii )im"lai )ea
melak"ka i)e%i*ikasi )ari masalah 8a a)a. Peeli%i %er%arik mem,ahas meeai aria,el0
aria,el 8a %er)apa% pa)a kla"s"l IS& -16!(. Peeli%i ii mem,"k%ika ,aha
aria,el 8a %er)apa% pa)a kla"s"l IS& -16!( mas"k pa)a *ak%r0*ak%r 8a me$a)i
,aia "%ama pa)a peerapa maa$eme m"%" IS& -16!(. Se%elah mee%ah"i masalah
8a aka )ipe
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peeli%i mei)e%i*ikasi se,a8ak !! aria,le 8a ,erkes"saia )imaa aria,le0aria,le
ii kem")ia aka me$a)i a%ri,"% )alam k"esier 8a aka )ise,arka aria,le0aria,le
%erse,"% 8ai%"6
Tabel #.1
Tabel Da&a 6ariabel
Nama 6ariabel Uk)ran Tipe 6ariabel
?1 Pers8ara%a Um"m
Skala &r)ial Me%ri<
?! Dk"me%asi
Skala &r)ial Me%ri<
?3 7mi%me
Skala &r)ial Me%ri<
?4 Fk"s pa)a pelaa
Skala &r)ial Me%ri<
?5 7e,i$aka k"ali%as
Skala &r)ial Me%ri<
?2 Pere
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?14 Desai )a Peem,aa
Skala &r)ial Me%ri<
?15 Pem,elia
Skala &r)ial Me%ri<
?12 Pe8e)iaa ,ara )a $asa
Skala &r)ial Me%ri<
?1# Pee)alia pema%a"a )a ala%
pe"k"r
Skala &r)ial Me%ri<
?1( 'am,ara Um"m
Skala &r)ial Me%ri<
?1- Pema%a"a )a pe"k"ra
Skala &r)ial Me%ri<
?! Pee)alia pr)"k 8a %i)ak ses"ai
Skala &r)ial Me%ri<
?!1 Aalisis Da%a
Skala &r)ial Me%ri<
?!! Peika%a
Skala &r)ial Me%ri<
#.0 Pen+)mp)lan Da&a
#.0.1 Penen&)an 7)mlah Sample
Tekik peam,ila sampel 8a )ilak"ka a)alah me"aka %ekik sampel non-
probability purposive sampling . Me"r"% S"i8 9!13C1!!: non-probability sampling
a)alah %ekik peam,ila sampel 8a %i)ak mem,erika pel"akesempa%a 8a sama ,ai se%iap "s"r 9a%a: pp"lasi "%"k )ipilih me$a)i sampel. Se)aka purposive
sampling a)alah %ekik pee%"a sampel )ea per%im,aa %er%e%" 9S"i8 !13:
Sampel ii )iam,il ,er)asarka ,e,erapa per%im,aa )imaa sampel s"m,er )a%a
a)alah ks"me i%eral )ari raisasi 8ai%" "r" )a peaai seklah ser%a %i)ak
meli,a%ka %im maa$eme peerapa IS& aar hasil )ari peeli%ia %i)ak ,ias.
Dalam mee%"ka "k"ra sampel %er)apa% perhi%"a se
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se,alik8a maki ke
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a: Per8a%aa %er)k"me%asi )ari ke,i$aka m"%" )a sasara m"%"
,: Pe)ma m"%"
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sis%em maa$eme m"%" %ermas"k ke,i$aka m"%" )a sasara m"%". Rekama %i$a"a
maa$eme har"s )ipelihara.
9$ Pen*e%iaan s)mber %a*a
a? &raisasi har"s mee%apka )a me8e)iaka s"m,er )a8a 8a )iperl"ka 6
"%"k meerapka )a memelihara sis%em maa$eme m"%" )a %er"s0meer"s
memper,aiki kee*ek%i*a8a )a
b? U%"k meika%ka kep"asa pelaa )ea meme"hi pers8ara%a pelaa.
9 S)mber %a*a man)sia
Persel 8a melaksaaka peker$aa 8a mempear"hi keses"aia )ea pers8ara%a
pr)"k har"s kmpe%e a%as )asar pe)i)ika 8a ses"ai pela%iha ke%erampila )a
pealama.
91! In5ras&r)k&)r
Saraa )a prasaraa 8a )ise)iaka leh se,"ah raisasi aka me)"k" keia%a
raisasi ser%a aka me"$"ka k"ali%as raisasi %erse,"% 8a )apa% )iliha% )ar saraa
)a prasaraa 8a )ise)iaka leh raisasi
911 Lin+k)n+an kera
7"mp"la )ari k)isi %empa% peker$aa )ilak"ka. 9Catatan 6 Kondisi mencakup faktor 0
faktor fisik sosial dan psikologis:.
91# 6ariabel Peren,anaan
Pere
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&raisasi har"s mamp" melak"ka )esai )a peem,aa pa)a realisasi prses 8a
)ilaksaaka. Pelaksaaa keia%a )esai )a peem,aa )ilak"ka ses"ai )ea
rma s%a)ar pe)ma ma"al )a pera%"ra lai8a 8a %erkai% )ea %"as )a *"si
masi0masi Ui% 7er$aUi% Pelaksaa 7eia%a.
91< 6ariabel Pembelian
&raisasi memas%ika ,aha $asa 8a )i,erika ses"ai )ea spesi*ikasi )alam
meme"hi ke,"%"ha pelaa. &leh karea i%" raisasi har"s mee%ah"i i*rmasi 8a
ara pe"k"ra )ilak"ka
se
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pe8eraha 8a %i)ak )ikehe)aki. Apa,ila pr)"k 8a %i)ak ses"ai )ikreksi maka har"s
)ilak"ka eri*ikasi "la "%"k memperaaka keses"aia %erha)ap pers8ara%a %erse,"%.
Rekama ke%i)akses"aia )a %i)aka ,erik"%8a %ermas"k ksesi 8a )iperleh har"s
)ipelihara.
9#1 6ariabel Analisis Da&a
&raisasi mee%apka me"mp"lka )a meaalisis )a%a 8a mema)ai "%"k
me"$"ka keses"aia )a kee*ek%i*a sis%em maa$eme m"%". Selai i%" raisasi $"a
har"s meeal"asi apakah kreksi ,erkesiam,"a )ari sis%em maa$eme m"%" )apa%
)ilak"ka. Aalisis )a%a har"s mem,erika i*rmasi 8a ,erkai%a )ea kep"asa
pelaa keses"aia pa)a pers8ara%a pr)"k ser%a karak%eris%ik )a ke
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S i2
6 +arias $aa,a resp)e "%"k is%r"me ke i
S x2
6+arias $aa,a resp)e kesel"r"ha is%r"me
#.;.# Ui Reliabili&as
U%"k me"$"kka se$a"h maa s"a%" hasil pe"k"ra rela%i* ksis%e apa,ila
pe"k"ra )i"lai le,ih )ari sekali pa)a s"a%" karak%eris%ik )a )apa% )iliha% )ari ilai
Cronbach Alpha. S"a%" k"esier )ika%aka relia,el apa,ila $aa,a resp)e %erha)ap
per%a8aa %erse,"% ksis%e )ari ak%" ke ak%".
Sekara 9!3: mem,ai %ika%a relia,ili%as )ea kri%eria se,aai ,erik"% 6
0 /ika alpha a%a" r hi%" 91: (01 Relia,illi%as ,aik
0 /ika alpha a%a" r hi%" 9!: 20#-- Relia,ili%as )i%erima
0 /ika alpha a%a" r hi%" 93: 7"ra )ari 2 Relia,ili%as k"ra ,aik
Pe"$ia relia,ili%as )ilak"ka )ea ,a%"a SPSS 200. Me"r"% /"lia8sah
9!11: aar aria,el peeli%ia %erse,"% relia,el )a )apa% )ilak"ka kem,ali )i masa )epa
hasil "$i relia,ili%as har"s me"$"kka ilai )ia%as 5.
17
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BAB III
PEN2OLAHAN DATA DAN ANALISIS
0.1 Analisis Ui 6ali%i&as %an Ui Reliabili&as
0.1.1 Analisis Ui 6ali%i&as
U$i ali)i%as pa)a peeli%ia ii me"aka sampel se,a8ak 3 ra. Hal ii )ilak"ka
"%"k me"k"r se$a"h maa ke%epa%a )a ke
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?# Maa$eme pei$a"a
"la
Tp Maaeme% mei$a" sis%em
maa$eme m"%" raisasi.#1 +ali)
?( Pe8e)iaa s"m,er
)a8a
&raisasi me8e)iaka s"m,er )a8a
8a )i,"%"hka "%"k
meimpleme%asika sis%em
maa$eme m"%" )a meme"hi
kep"asa pelaa
.#- +ali)
?- S"m,er )a8a ma"sia
S"m,er )a8a ma"sia melaksaaka
peker$aa 8a mempear"hi m"%"
$asa mer"paka ra 8a kmpe%e
)i ,i)a8a
.54! +ali)
?1 I*ras%r"k%"r
&raisasi me8e)iaka i*ras%r"k%"r
8a )i,"%"hka "%"k me
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pe"k"r spesi*ikasi 8a %elah )i%e%"ka
?1( 'am,ara Um"m
&raisasi mere
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Dari %a,el )ia%as )apa% )isimp"lka ,aha hasil pe"k"ra 8a )i,"a% saa% relia,el
karea Cronbach Alpha me"$"kka hasil se,esar .#55 le,ih ,esar )ari r hi%" se,esar
.321.
0.# Analisis Ui N'rmali&as Da&a
U$i rmali%as 7lmr0Smir a)alah "$i 8a ,er%"$"a "%"k mee%ah"i apakah
)a%a )alam aria,el 8a aka )iaalisis ,er)is%ri,"si rmal. Da%a 8a ,aik )a la8ak
)i"aka )alam peeli%ia a)alah )a%a 8a memiliki )is%ri,"si rmal. Da%a ,er)is%ri,"si
rmal ar%i8a )a%a memp"8ai se,ara mera%a sehia ,ear0,ear meakili pp"lasi.
Dalam "$i rmali%as )a%a se,el"m8a ki%a mee%"ka hip%esis 8a aka )i"$i se,aai ,erik"%6
H 6 Da%a ,er)is%ri,"si rmal
H1 6 Da%a %i)ak ,er)is%ri,"si rmal
7e%eraa 6 H )i%erima $ika ilai sii*ikasi le,ih ,esar )ari alpha 9.5:
Berik"% hasil "$i rmali%as )a%a6
Tabel 0.0
Tabel Hasil Ui N'rmali&as Da&a
Pertanyaan
Shapiro-Wilk
Statistic df Sig.
Nilai Persyaratan Umum ,572 ! ,!!!
"okumentasi ,#$5 ! ,!!!
%omitmen ,7&! ! ,!!!
'okus Pada Pelanggan ,#2( ! ,!!!
%e)i*akan %ualitas ,7&! ! ,!!!
Perencanaan ,7(# ! ,!!!
+ana*emen Penin*auan Ulang ,77 ! ,!!!
Penyediaan Sum)er "aya ,77! ! ,!!!
Sum)er "aya +anusia ,7( ! ,!!!
nfrastruktur ,#! ! ,!!!
ingkungan %er*a ,5& ! ,!!!
Perencanaan Produk ,7## ! ,!!!
21
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Proses ang /erhu)ungan"engan Pelanggan
,577 ! ,!!!
"esain dan Pengem)angan ,7## ! ,!!!
Pem)elian ,#!0 ! ,!!!
Penyediaan /arang dan 1asa ,#$2 ! ,!!!
Pengendalian danPemantauan lat Pengukur
,#!( ! ,!!!
3am)aran Umum ,77( ! ,!!!
Pemantauan dan Pengukuran ,7&! ! ,!!!
Pengendalian Produk yang4idak Sesuai
,7!( ! ,!!!
nalisis "ata ,7# ! ,!!!
Peningkatan ,7& ! ,!!!
Ber)asarka %a,el )ia%as kesel"r"ha )a%a 8a ,era)a )i se%iap per%a8aa memiliki
sii*ikasi le,ih ke
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memiliki s8ara% ilai sii*ikasi J 5 95K:. A)ap" hasil )ari pe"$ia Kaiser !eyer
"lkin #K!"$ )a %artlett&s 'est of Sphericity )apa% )iliha% pa)a %a,el ,erik"% ii6
Tabel 0.;
In%eks :MO %an Ui S&a&is&ik Bar&le&&
Hasil me"$"kka ,aha ilai Kaiser !eyer "lkin #K!"$ !easure of Sampling se,esar
.#-1. Dea )emikia pers8ara%a ilai 7M& )apa% )ipe"hi karea memiliki ilai 5.
Seme%ara i%" hasil $"a me"$"kka ,aha ilai %artlett&s 'est of Sphericity se,esar
8a ar%i8a ilai %erse,"% meme"hi pers8ara%a karea memiliki ilai sii*ikasi J 5
95K:. &leh karea i%" i)ika%r0i)ika%r %erse,"% )apa% )iaalisis le,ih la$"%.
0.0.# Ui Meas)re '5 Samplin+ A%eC)en,* MSA?
Sela$"%8a )ilak"ka pe"k"ra MSA a%a" !easure of Sampling Ade(uency
"%"k me"$i ,aha i)ika%r0i)ika%r )alam sampel ,erkrelasi. U%"k )apa% )iprses
le,ih la$"% se%iap i)ika%r har"s memiliki ilai MSA 5. Nilai %erse,"% %er)apa% )alam
%a,el Anti-)mage !atrice pa)a ,aia Anti-)mage Correlation 8ai%" aka krelasi 8a
,er%a)a a )ea arah )iaal )ari kiri a%as ke kaa ,aah 9liha% lampira:. A)ap"
hasil "$i MSA "%"k i)ika%r peeli%ia ii )apa% )iliha% pa)a %a,el ,erik"% ii6
Tabel 0.<
Tabel Nilai MSA In%ika&'r Peneli&ian
+aria,el I)ika%r Nilai
MSA
7e%eraa
?1 Pers8ara%a Um"m .4#1Ti)ak
+ali)
?! Dk"me%asi .##3+ali)
?3 7mi%me.#-( +ali)
23
%aiser-+eyer-lkin +easure of Sampling de6uacy. ,7($
/artletts 4est of Sphericity ppro8. 9hi-S6uare $#$5,#0#
df 20$
Sig. ,!!!
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?4 Fk"s pa)a pelaa .(41+ali)
?5 7e,i$aka k"ali%as .(42+ali)
?2 Pere
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?! Pee)alia pr)"k 8a %i)ak ses"ai .(!3+ali)
?!1 Aalisis Da%a .(1-+ali)
?!! Peika%a .#1-+ali)
Ber)asarka %a,el )ia%as %er)apa% sa%" i)ika%r 8a memiliki ilai MSA )i,aah
.5 8ai%" i)ika%r ?1 Pers8ara%a Um"m. &leh karea i%" )ilak"ka perhi%"a "la
MSA %apa memas"kka i)ika%r ?1 )a )i)apa% hasil se,aai ,erik"%6
Tabel 0.=
Tabel Nilai MSA In%ika&'r Peneli&ian Tanpa 6ariabel 91
+aria,el I)ika%r Nilai
MSA
7e%eraa
?! Dk"me%asi .#(4+ali)
?3 7mi%me .(12+ali)
?4 Fk"s pa)a pelaa .#-5+ali)
?5 7e,i$aka k"ali%as .(12+ali)
?2 Pere
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?11 Lik"a ker$a .244+ali)
?1! Pere
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0.0.0 Es&imasi 4'mm)nali&*
Se%elah me"k"r ke
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?1! Pere
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0.0.; Ui :aiser Me*er Olkin :MO? %an Bar&le&&s Tes& '5 Spheri,i&* Tanpa
Men+ik)&ser&akan In%ika&'r *an+ Ti%ak Memen)hi S*ara&
7area pa)a pe"k"ra ilai Communalities se,el"m8a %er)apa% i)ika%r 8a %i)ak
meme"hi s8ara% maka lakah perhi%"a aalisis *ak%r %i)ak )apa% )ila$"%ka )a har"s)i"la )ari aal %apa meik"%ser%aka i)ika%r 8a %i)ak meme"hi s8ara% %erse,"%.
Sama seper%i pe"$ia Kaiser !eyer "lkin #K!"$ !easure of Sampling )a %artlett&s 'est
of Sphericity pa)a se,el"m8a maka ilai 7M& )iaap me
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Tabel 0.
Tabel Nilai MSA In%ika&'r Peneli&ian Tanpa Men+ik)&ser&akan
In%ika&'r *an+ Ti%ak Memen)hi S*ara&
+aria,el I)ika%r Nilai
MSA
7e%eraa
?! Dk"me%asi .#5(+ali)
?3 7mi%me .(!#+ali)
?4 Fk"s pa)a pelaa .#(2+ali)
?2 Pere
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?1# Pee)alia pema%a"a )a ala% pe"k"r .#!+ali)
?1( 'am,ara Um"m .#(!+ali)
?1- Pema%a"a )a pe"k"ra .(42+ali)
?!1 Aalisis Da%a .(#+ali)
?!! Peika%a .#!#+ali)
Ber)asarka %a,el 3.( )i a%as )ike%ah"i ,aha sel"r"h i)ika%r0i)ika%r )alam peeli%ia
ii ,erkrelasi )a memiliki ilai MSA 5 sehia sel"r"h i)ika%r )apa% )iaalisis le,ih
la$"%.
0.0.= Es&imasi 4'mm)nali&* Tanpa Men+ik)&ser&akan In%ika&'r *an+ Ti%ak Memen)hi
S*ara&
Se%elah me"lai pe"k"ra MSA a%a" !easure of Sampling Ade(uency* maka
lakah aalisis *ak%r sela$"%8a a)alah me"lai pe"k"ra ilai communalities )ari
se%iap i)ika%r 8a %erse)ia. Sama seper%i pe"$ia communalities pa)a se,el"m8a $ika
a)a i)ika%r )ea ilai communalities J 5 maka i)ika%r %erse,"% %i)ak meme"hi
s8ara% km"ali%as karea ,erar%i *ak%r 8a a%i8a aka %er,e%"k %i)ak aka mamp"
me$elaska i)ika%r %erse,"% )a har"s )ikel"arka )ari pe"$ia ser%a pe"$ia har"s
)ilak"ka "la )ari aal %apa meik"%ser%aka i)ika%r 8a %i)ak meme"hi s8ara%
%erse,"%. A)ap" ilai communalities 8a )iperleh )ari peeli%ia ii )apa% %erliha% pa)a
%a,el ,erik"% ii6
Tabel 0.1!
Tabel Nilai 4'mm)nali&ies In%ika&'r Peneli&ian Tanpa Men+ik)&ser&akan
In%ika&'r *an+ Ti%ak Memen)hi S*ara&
+aria,el I)ika%r Ii%ial E@%ra
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?!1 Aalisis Da%a
1 .(#
?!! Peika%a
1 .#
Ber)asarka %a,el )ia%as sel"r"h i)ika%r memiliki ilai 5. &leh karea i%" sel"r"h
i)ika%r mamp" )i$elaska leh *ak%r 8a aka %er,e%"k )ea
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$# ,!$( ,!(( ((,(5
$( ,!!7 ,!05 $!!,!!!
Hasil perhi%"a me"$"kka ,aha )ari 1- i)ika%r 8a )imas"kka "%"k aalisis
*ak%r %er8a%a ha8a ! *ak%r 8a %er,e%"k karea )ari i)ika%r per%ama sampai )ea
i)ika%r kelima me"$"kka eigen value 1. Maka )ari i%" prses pem*ak%ra ha8a
sampai pa)a ! *ak%r. /ika )i%er"ska sampai *ak%r ,erik"%8a eigen value s")ah
me"$"kka aka J 1 8ai%" se,esar (1- sehia ! *ak%r a)alah $"mlah 8a pali
p%imal.
0.0.$ Pem5ak&'ran %an R'&asi Fak&'r
Se%elah %er,e%"k *ak%r %ahap sela$"%8a a)alah melak"ka peklasi*ikasia a%a"
eks%raksi i)ika%r0i)ika%r %erse,"% ke )alam *ak%r 8a ses"ai )ea
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>$# ,757 -,&$
>$( ,#0( -,0&!
>2$ ,7## -,&02
>22 ,7(# -,25$
Ber)asarka %a,el )ia%as )apa% %erliha% ,aha %er$a)i ke%impaa karea i)ika%r0
i)ika%r 8a a)a ha8a ,erk"mp"l pa)a ,e,erapa *ak%r sa$a %er"%ama pa)a *ak%r 1.
Bel"m me8el"r"h8a peklasi*ikasia i)ika%r0i)ika%r %erse,"% )apa% )ia%asi )ea
melak"ka r%asi *ak%r.
R%asi *ak%r )imaks")ka "%"k me)apa%ka %ampila )a%a 8a $elas )ari ilai factor
loading "%"k masi0masi i)ika%r %erha)ap *ak%r 8a %elah a)a. Peklasi*ikasia ii
)i)asarka pa)a ilai factor loading 8a %er,esar )ari masi0masi i)ika%r %erha)ap
*ak%r 8a a)a. &leh karea i%" s"a%" i)ika%r aka mas"k ke )alam *ak%r 8a memiliki
ilai factor loading %er,esar se%elah per,a)ia ,esar krelasi %erha)ap se%iap ,aris.
Me%)e r%asi 8a )i"aka a)alah r%asi "rthogonal 8ai%" mem"%ar s"m," -. A)ap"
hasil )ari r%asi *ak%r %erse,"% )apa% )iliha% pa)a %a,el ,erik"%6
Tabel 0.10R'&asi Fak&'r
9omponent
$ 2
>2 ,50 ,7!0
>0 ,5#( ,5#
>& ,552 ,725
> ,0# ,&(
>7 ,5$2 ,7#0
># ,7&5 ,5!5
>( ,7!5 ,5&!
>$! ,# ,5#2
>$$ ,!2# ,#50
>$2 ,5(5 ,72#
>$0 ,$25 ,#(
>$& ,5#7 ,5#
>$5 ,720 ,5&0
>$ ,#&$ ,0!$
>$7 ,#5 ,0!2
>$# ,#&( ,$57
>$( ,#5 ,2#
35
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>2$ ,##0 ,$5
>22 ,777 ,0$$
Hasil r%asi *ak%r memperliha%ka a)a8a )is%ri,"si i)ika%r 8a le,ih $elas )a 8a%a.7em")ia )i)apa% ,e,erapa i)ika%r 8a me)miasi masi0masi *ak%r %erse,"% 8a
)iliha% )ari ilai factor loading %er,esar 8ai%" se,aai ,erik"%6
a: Fak%r per%ama %er)iri )ari 7mi%me 9?3: Pe8e)ia S"m,er Da8a 9?(: S"m,er
Da8a Ma"sia 9?-: I*ras%r"k%"r 9?1: Pem,elia 9?15: Pe8e)iaa Bara )a
/asa 9?12: Pee)alia Pema%a"a )a Ala% Pe"k"r 9?1#: 'am,ara Um"m
9?1!: Pema%a"a )a Pe"k"ra 9?1-: Pee)alia Pr)"k 8a Ti)ak Ses"ai
9?!: Aalisis Da%a 9?!1: )a Peika%a 9?!!:.
,: Fak%r ke)"a %er)iri )ari Dk"me%asi 9?!: Fk"s Pa)a Pelaa 9?4:
Pere
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$7 ,!05 ,$#0 ((,#
$# ,!$( ,!(( ((,(5
$( ,!!7 ,!05 $!!,!!!
Hasil pe"$ia memperliha%ka ,aha se%elah %er$a)i r%asi ma%riks *ak%r maka
k%ri,"si aria 8a )i$elaska leh masi0masi *ak%r ,er",ah. U%"k *ak%r 1 8a
se,el"m8a se,esar #432K saa% ii me$a)i 45(!-K )a *ak%r ! 8a se,el"m8a
--4K saa% ii me$a)i 33#1K. T%al aria 8a )apa% )i$elaska leh ke)"a *ak%r
%erse,"% ,erilai sama seper%i se,el"m8a 8ai%" #-53K )ari 1- i)ika%r 8a a)a.
;.
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?15 Pem,elia.#!3
?12 Pe8e)iaa ,ara )a
$asa
.(41
?1# Pee)alia pema%a"a
)a ala% pe"k"r
.(25
?1( 'am,ara Um"m.(4-
?1- Pema%a"a )a
pe"k"ra
.(25
?!1 Aalisis Da%a.((3
?!! Peika%a.###
?! Dk"me%asi
Maaerial 2.43.#3
33.#1 #-.53
?4 Fk"s pa)a pelaa.#!5
?2 Pere
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?14 Desai )a
Peem,aa
.25(
Berik"% aka )isa$ika %a,el *ak%r pee%" sis%em maa$eme m"%" seklah 8a
meerapka IS& -16!( 6
Tabel 0.1=
Fak&'r Penen&) Sis&em Manaemen M)&) Sek'lah
Sis%em Maa$eme M"%" Seklah&perasial
Maaerial
BAB I6
:ESIMPULAN DAN SARAN
;.1 :esimp)lan
Se%elah melak"ka pe"mp"la pelaha )a i%erpre%asi )a%a hasil peeli%ia maka
pe"lis )apa% mearik ,e,erapa kesimp"la ses"ai )ea %"$"a peerapa peeli%ia 8a
)ia$"ka pe"lis 8ai%" %er)apa% ! *ak%r 8a mee%"ka sis%em maa$eme m"%" )i seklah
8a meerapka IS& -16!( )ia%ara8a a)alah *ak%r perasial )a *ak%r
maaerial. 7e)"a *ak%r %erse,"% )apa% me$a)i a
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!. Peeli%ia ii ha8a %er,a%as pa)a peerapa maa$eme m"%" )i seklah 8a
meerapka IS& -16!(. &leh karea i%" )isaraka ,ai peeli%ia sela$"%8a
"%"k meaalisis ,aaimaa h","a a%ara peerapa IS& )ea output seklah.
Apakah seklah 8a meerapka IS& memiliki "%p"% 8a ,aik )alam hal ii a)alah
sisa )ari seklah %erse,"%.
40
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DAFTAR PUSTA:A
Bes%er*iel) D. H. 9!-:. +uality Control Ne /erse86 Pears.
/seph F. Hair Gilliam >. Bla
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LAMPIRAN
Ku#"%#* /##&t!
NO P#*t!!! SB B K SK
u!&t M!!)#,#t S"t#,
1 Oranisasi !e!i"i#i persyaratan u!u! untu#
!ana$e!en !utu
2 D%#u!en yan disaran#an %"e& siste! !ana$e!en
!utu se"a"u di#enda"i#an
M!!)#,#t R#"/%"3&t
3 '%p anae!ent !e!i"i#i #%!it!en da"a!
penerapan siste! !ana$e!en !utu
4 '%p anae!ent !e!asti#an a&*a persyaratanpe"anan diru!us#an dan dipenu&i denan tu$uan
ter+apainya #epuasan pe"anan
5 ,enetapan #ei$a#an !ana$e!en !utu dari '%p
anae!ent
6 '%p anae!ent !e!asti#an adanya peren+anaan
perai#an er#esina!unan
7 '%p anae!ent !enin$au siste! !ana$e!en !utu
%ranisasi
R#"%u*4# M!!)#,#t
8 Oranisasi !enyedia#an su!er daya yan
diutuan untu# !eni!p"e!entasi#an siste!
!ana$e!en !utu dan !e!enu&i #epuasan
pe"anan
9 Su!er daya !anusia !e"a#sana#an pe#er$aan
yan !e!penaru&i !utu $asa !erupa#an %ran
yan #%!peten di idannya
10 Oranisasi !enyedia#an in-rastru#tur yan
diutuan untu# !en+apai #esesuaian persyaratan $asa
11 Oranisasi !ene"%"a "in#unan #er$a yan
diutuan untu# !en+apai #esesuaian persyaratan
$asa
P*%du4t R#!&5!t%
12 Oranisasi !eren+ana#an dan !ene!an#an
pr%ses.pr%ses yan diutuan untu# rea"isasi $asa
13 Oranisasi !enin$au persyaratan yan er#aitan
denan $asa
42
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14 Oranisasi !enetap#an dan !eni!p"e!entasi#an
peraturan yan e-e#ti- untu# #%!uni#asi denan
pe"anan
15 Oranisasi !e!asti#an a&*a $asa yan dieri#an
sesuai denan spesi/#asi da"a! !e!enu&i
#eutu&an pe"anan
16 Oranisasi !era*at pr%perti pe"anan yan erada
da"a! #enda"i atau yan diuna#an %"e& %ranisasi
17 Oranisasi !enetap#an !%nit%rin dan penu#uran
yan di"a#sana#an untu# !e!eri u#ti #esesuaian
$asa da"a! spesi/#asi yan te"a& ditentu#an
M#!"u*#,#t6 A!&"" !d I,/*%7#,#t
18 Oranisasi !eren+ana#an dan
!eni!p"e!entasi#an !%nit%rin penu#uranana"isis dan perai#an pr%ses.pr%ses yan
diutuan
19 Oranisasi !e!%nit%r in-%r!asi yan er#aitan
denan pe!enu&an persyaratan pe"anan
20 Oranisasi !e!asti#an a&*a $asa yan tida#
sesuai denan persyaratan pr%du# diidenti/#asi dan
di#enda"i#an
21 Oranisasi !enetap#an !enu!pu"#an dan
!enana"isis data yan !e!adai untu# !enun$u#an
#esesuaian dan #ee-e#ti-an siste! !ana$e!en !utu
22 Oranisasi !ena!i" tinda#an untu# !ene"i!inasi
penyea #etida#sesuaian aar tida# teru"an
43
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Hasil O)&p)& Perhi&)n+an SPSS #!.! Den+an =! Oran+ Resp'n%en
1. Hasil Ui :MO %an Barle&&s Tes& O5 Spheri,i&*
KMO !d B!*ttt" T#"t
%aiser-+eyer-lkin +easure of Sampling de6uacy. ,7($
/artletts 4est of Sphericity ppro8. 9hi-S6uare $#$5,#0#
df 20$
Sig. ,!!!
#. Hasil Ui MSA
At,!)# M!t*4#"
>$ >2 >0 >& >5 > >7 ># >( >$! >$$ >$2 >$0 >$& >$5 >$ >$7 >$# >$( >2! >2$ >22
nti-image9o;ariance
>$ ,07! -,!0 -,!55 -,!&0 -,!0( ,!5! ,!$ ,!27 ,!2& -,!!& -,!2$ -,!2& ,!5# ,!2( -,!$( -,!$!
,!!7 -,!!# -,!$&
-,!& -,!!& ,!&$
>2 -,!0 ,!5 ,!$5 -,!$( -,!2# -,!2( ,!!! -,!25 -,!2( ,!2$ ,!&& ,!$5 -,!07 -,!22 ,!$7 ,!2$ -,!!( ,!!# ,!$# -,!2& ,!2$ -,!0
>0 -,!55 ,!$5 ,$!& -,!20 -,!!& -,!$ -,!&0
-,!$ -,!0$ -,!$# ,!!# ,!22 -,!$2 -,!20 ,!2 ,!22 -,!$( -,!!0 ,!$( ,!75 ,!2# -,!2!
>& -,!&0 -,!$( -,!20 ,!5( ,!!( -,!!5 -,!!5
,!$# ,!0& -,!!# -,!!( -,!!( ,!!0 ,!!2 -,!$ -,!0!
,!$( -,!0! ,!!$ -,!0& -,!2$ ,!$2
>5 -,!0( -,!2# -,!!& ,!!( ,25! ,!$$ -,!$#
,!07 -,!$7 -,!05 -,!25 -,!$ ,!$ ,! -,!0$ ,!!2 -,!$2 ,!5$ -,!!
,!2! -,!22 ,!0&
> ,!5! -,!2( -,!$ -,!!5 ,!$$ ,!&0 ,!!2 ,!!5 ,!!5 ,!!$ -,!& -,!$2 ,!0& ,!$0 -5,&0:-!5
-,!!5
,!!$ -,!!2 -,!20
,!$# -,!!$ ,!22
>7 ,!$ ,!!! -,!&0 -,!!5 -,!$# ,!!2 ,!7 -,!$& ,!$$ ,!$( ,!!$ -,!!( -,!!0 ,!! -,!$5 -,!!5
,!!# ,!$ -,!$#
-,!0( -,!!$ -,!$!
># ,!27 -,!25 -,!$ ,!$# ,!07 ,!!5 -,!$
&
,!! ,!$$ -,!07 -,!$5 -,!$$ ,!2$ ,!$ -,!$0 -,!0
!
,!$0 -,!$5 ,!!0 -,!$! -,!00 ,!0(
>( ,!2& -,!2( -,!0$ ,!0& -,!$7 ,!!5 ,!$$ ,!$$ ,!7! -,!!( -,!$5 -,!$5 ,!2$ ,!!( -,!05 -,!02
,!20 -,!0! -,!$
-,!2( -,!$7 ,!22
>$! -,!!& ,!2$ -,!$# -,!!# -,!05 ,!!$ ,!$( -,!07 -,!!( ,!# -,!!$ ,!!& -,!$7 -,!!7 -,!$& ,!$2 -,!!& ,!$! ,!!2 -,!!7 ,!!2 -,!0$
>$$ -,!2$ ,!&& ,!!# -,!!( -,!25 -,!& ,!!$ -,!$5 -,!$5 -,!!$ ,!(5 ,!$5 -,!52 -,!$7 ,!$$ ,!$( -,!!& ,!$& ,!0$ -,!& ,!$2 -,!&&
>$2 -,!2& ,!$5 ,!22 -,!!( -,!$ -,!$2 -,!!(
-,!$$ -,!$5 ,!!& ,!$5 ,!$2 -,!$7 -,!$0 ,!$0 ,!$2 -,!!# ,!!$ ,!$2 ,!$5 ,!$! -,!$(
>$0 ,!5# -,!07 -,!$2 ,!!0 ,!$ ,!0& -,!!0
,!2$ ,!2$ -,!$7 -,!52 -,!$7 ,!52 ,!$7 -,!$2 -,!$7
,!!# -,!$2 -,!22
,!! -,!$! ,!&
>$& ,!2( -,!22 -,!20 ,!!2 ,! ,!$0 ,!! ,!$ ,!!( -,!!7 -,!$7 -,!$0 ,!$7 ,!02 -,!2 -,!! ,!!! ,!20 -,!2 ,!!5 -,!$! ,!27
1
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7 2
>$5 -,!$( ,!$7 ,!2 -,!$ -,!0$ -5,&0:-!5
-,!$5
-,!$0 -,!05 -,!$& ,!$$ ,!$0 -,!$2 -,!2 ,!( ,!$( -,!$0 -,!!7 ,!! ,!$5 ,!22 -,!$5
>$ -,!$! ,!2$ ,!22 -,!0! ,!!2 -,!!5 -,!!5
-,!0! -,!02 ,!$2 ,!$( ,!$2 -,!$7 -,!!7 ,!$( ,!& -,!20 ,!2( #,#&!:-!5
,!22 ,!2# -,!2
>$7 ,!!7 -,!!( -,!$( ,!$( -,!$2 ,!!$ ,!!# ,!$0 ,!20 -,!!& -,!!& -,!!# ,!!# ,!!! -,!$0 -,!20
,!$7 -,!20 ,!!2 -,!2# -,!$7 ,!$$
>$# -,!!# ,!!# -,!!0 -,!0! ,!5$ -,!!2 ,!$ -,!$5 -,!0! ,!$! ,!$& ,!!$ -,!$2 ,!20 -,!!7 ,!2( -,!20 ,!#0 -,!20
,!0! ,!$7 -,!$0
>$( -,!$& ,!$# ,!$( ,!!$ -,!! -,!20 -,!$#
,!!0 -,!$ ,!!2 ,!0$ ,!$2 -,!22 -,!22 ,!! #,#&!:-!5
,!!2 -,!20 ,!7$ -,!$7 -,!0! -,!$(
>2! -,!& -,!2& ,!75 -,!0& ,!2! ,!$# -,!0(
-,!$! -,!2( -,!!7 -,!& ,!$5 ,!! ,!!5 ,!$5 ,!22 -,!2# ,!0! -,!$7
,225 ,!$! -,!!0
>2$ -,!!& ,!2$ ,!2# -,!2$ -,!22 -,!!$ -,!!$
-,!00 -,!$7 ,!!2 ,!$2 ,!$! -,!$! -,!$! ,!22 ,!2# -,!$7 ,!$7 -,!0!
,!$! ,!7$ -,!0$
>22 ,!&$ -,!0 -,!2! ,!$2 ,!0& ,!22 -,!$!
,!0( ,!22 -,!0$ -,!&& -,!$( ,!& ,!27 -,!$5 -,!2
,!$$ -,!$0 -,!$(
-,!!0 -,!0$ ,!7#
nti-image9orrelation
>$ .&7$a -,20& -,2#0 -,2(0 -,$2( ,0(( ,$!0 ,$7( ,$5! -,!2# -,$$2 -,0! ,&$# ,2# -,$!! -,!7
,!(! -,! -,!#5
-,$$ -,!25 ,2&$
>2 -,20& .770a ,$7# -,0$2 -,220 -,5$ ,!!& -,&!# -,&2# ,0$ ,5& ,52( -,&$ -,( ,2$7 ,07( -,27( ,$!7 ,25# -,2!! ,0!# -,5$2
>0 -,2#0 ,$7# .7(#a -,2(# -,!2& -,2&! -,5$!
-,2!7 -,0# -,2!( ,!#$ ,2$ -,$7 -,0(5 ,257 ,02$ -,&&( -,!0! ,22! ,&(! ,00$ -,22
>& -,2(0 -,0$2 -,2(# .#&$a ,!7! -,$!0 -,!#2
,0! ,52$ -,$2# -,$$7 -,0&! ,!2 ,!&0 -,2!7 -,5#5
,!& -,&00 ,!$( -,2(2 -,0$( ,$#&
>5 -,$2( -,220 -,!2& ,!7! .#&a ,$!( -,$&!
,0!! -,$02 -,2( -,$& -,2# ,$&2 ,500 -,2!0 ,!2$ -,$7( ,05& -,!&#
,!#& -,$& ,2&&
> ,0(( -,5$ -,2&! -,$!0 ,$!( .#$a ,!2# ,!(! ,!#2 ,!$2 -,72 -,52 ,7$# ,052 -,!!$ -,$$2
,!25 -,!2# -,&20
,$# -,!22 ,0#!
>7 ,$!0 ,!!& -,5$! -,!#2 -,$&! ,!2# .(2!a
-,2$0 ,$2 ,2# ,!!# -,007 -,!&( ,$25 -,$#0 -,!#5
,250 ,22$ -,25#
-,022 -,!!# -,$02
># ,$7( -,&!# -,2!7 ,0! ,0!! ,!(! -,2$0
.#!(a ,$7 -,5#! -,$(# -,&!5 ,0( ,05 -,$75 -,55
,&!! -,2$0 ,!&2 -,!#0 -,5! ,5
>( ,$5! -,&2# -,0# ,52$ -,$02 ,!#2 ,$2 ,$7 .7((a -,$27 -,$#5 -,505 ,0&( ,$(! -,&2 -,5!
,7# -,&!! -,20!
-,202 -,207 ,0!!
>$! -,!2# ,0$ -,2!( -,$2# -,2( ,!$2 ,2# -,5#! -,$27 .(!#a -,!$ ,$02 -,2(2 -,$5 -,$( ,2!# -,$$& ,$05 ,!2& -,!5 ,!2 -,&2$
>$$ -,$$2 ,5& ,!#$ -,$$7 -,$& -,72 ,!!# -,$(# -,$#5 -,!$ .&7a ,&! -,7&$ -,0!0 ,$$0 ,2#2 -,$!7 ,$5# ,0#! -,0$0 ,$52 -,5$0
>$2 -,0! ,52( ,2$ -,0&! -,2# -,52 -,007
-,&!5 -,505 ,$02 ,&! .7$2a -,(! -,(2 ,0#5 ,507 -,50 ,!22 ,&2# ,2#( ,007 -,0(
>$0 ,&$# -,&$ -,$7 ,!2 ,$&2 ,7$# -,!&(
,0( ,0&( -,2(2 -,7&$ -,(! .$2a ,&22 -,$7& -,0&
,2# -,$## -,0&
,!52 -,$$ ,72
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2
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>$7 ,#$ -,0$&
>$# ,757 -,&$
>$( ,#0( -,0&!
>2$ ,7## -,&02
>22 ,7(# -,25$
:8traction +ethodB Principal9omponent nalysis.
a. 2 components e8tracted.
11. Hasil R'&asi Fak&'r
R%t!t#d %,/%#t M!t*!
9omponent
$ 2
>2 ,50 ,7!0
>0 ,5#( ,5#
>& ,552 ,725
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> ,0# ,&(
>7 ,5$2 ,7#0
># ,7&5 ,5!5
>( ,7!5 ,5&!
>$! ,# ,5#2
>$$ ,!2# ,#50
>$2 ,5(5 ,72#
>$0 ,$25 ,#(
>$& ,5#7 ,5#
>$5 ,720 ,5&0
>$ ,#&$ ,0!$
>$7 ,#5 ,0!2
>$# ,#&( ,$57
>$( ,#5 ,2#
>2$ ,##0 ,$5
>22 ,777 ,0$$
:8traction +ethodB Principal9omponent nalysis.?otation +ethodB =arima8 Cith %aiser NormaliDation.
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;1 3 3 4 3 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 3 4 4
;# 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4
;0 5 4 4 4 5 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4
;; 5 5 5 5 5 5 5 5 5 5 4 5 4 5 5 5 5 5 5 5 5 5
;< 5 5 5 5 5 5 5 5 5 5 4 5 4 5 5 5 5 5 5 4 5 5
;= 5 4 4 4 5 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4
;> 5 4 4 5 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4
;$ 4 3 4 3 4 4 3 4 4 4 4 3 3 3 3 3 3 4 4 3 4 4
; 5 4 4 4 5 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4 4