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Untitled - kubolab
2015
12
7
1990
12
. 2014
,
104.5
,
.
. 2010
,
,
, MVNO(Mobile Virtual Network Operator)
,
.
,
.
,
SIM
,MVNO
.
, MVNO
.
,
,
,
,
.
, KDDI
, MNO
MVNO
.
MVNO MNO
SIM
2
Abstract
keywords
I
1
1.1
1.2
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
MVNO
1.2.1 MNO(
1.2.2
1.2.3
1.3
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
) . . . . . . . . . . . . . . . . . . . . . . .
2
2
MVNO(
) . . . . . . . . . . . . . . . . . . . .
MVNE(
) . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
2
2
3
2 MVNO
2.1
2.2
2.3
2.4
2.5
2.6
2.7
4
MVNO
MVNO
MVNO
MNO
1
1
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . .
SIM
SIM
MVNO
MVNO
. . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
4
4
6
7
9
10
11
3
14
4
16
5
18
6
20
7
21
22
23
II
1
2
SIM
. . . . . . . . . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . .
6
7
3
SIM
. . . . . . . . . . . . . . . . . . . . . . . . .
9
III
1
2
3
MNO
MVNO
. . . . . . . . . . . . . . . . . . . . . .
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
10
17
. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .
19
IV
1
1.1
1990
. 2014
12
,
104.5
[21],
.
.
2010
,
,
,
,
, SNS(Social Networking Service)
,
.
LTE
.
,
,
.
,
,4
, 2014
NTT
,7
3
KDDI
.
,
.
.
,
.
, MVNO(Mobile Virtual Network Operator)
,
.
,
,
SIM
,
.
, NTT
MVNO
, KDDI
,
. 3
,
,
.
MVNO
. MVNO
, MVNO
,
.
MVNO
.
.
,
,MVNO
,
MVNO
.
1
1.2
MVNO
1.2.1
MNO(
)
MNO(
:Mobile Network Operator
,
[9]
MNO)
PHS
.
,
.
,
.
.
.
MNO
NTT
MNO
1.2.2
NTT
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.
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MVNO(
.
)
MVNO(Mobile Virtual Network Operator
MVNO)
,
.
[9]
MNO
,
,
MNO
,
,
.
.
1.2.3
MVNE(
)
MVNE Mobile Virtual Network Enabler
MVNE
.
MVNO
,MVNO
[9]
MVNO
.
.
,
1
,
, MVNO
MVNO
2
.
,
,
.
1
,1
.
,
.
2
MVNO
,
1.3
2009
,
12
2015
3
MVNO
.
.
MVNO
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,
.
,
1
,
MVNO
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.
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MNO
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MNO
MVNO
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.
MVNO
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3
1
,
2
MVNO
2.1
MVNO
MVNO
2001
. PHS
MVNO
PHS
DDI
,
,
2002
.
,
,
,
,MVNO
.
.
MVNO
3
, MVNO
.
, 2009
3
NTT
MVNO
.
, 3G
NTT
3G
SIM ,
. 2012
.
,
SIM
LTE
SIM
MVNO
2.2
.
MVNO
MVNO
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,
.
.
•
M2M
.
G-BOOK
.
G-BOOK
.
.
,
,
.
,
,
,
.[13]
• SIM
SIM
ID
,
IC
,
ID
.
. MNO
4
,
,
.
b-mobile
b-mobile
SIM
NTT
.
FOMA
.
,
,
.
,
.
,
,
, 2012
LTE
.
, MNO
,
.
,
b-mobileSIM
. [15]
,
,
•
MNO
,
MNO
.
.
3G
.
,
.
SIM
MNO
MVNO
SIM
,
,
.
5
2.3
MVNO
1:
:
1
2009
MVNO
1,533
12
1,010
2015
3
, 2015 3
51
MVNO
.
6
MVNO
3,128
. 2012 12
2
2015 3
MVNO
[11]
2014
1,000
3,000
.
3
2.4
SIM
2:
SIM
: MM
2
MM
2014
SIM
.
3
,
,
3
SIM
. 2014
326
3
[20]
2015 3
MVNO
SIM
SIM
. MVNO
SIM
173
2015
1
88.4
, 2015
.
, 2014
3
SIM
1.1
1
,
0.7
.
3
.
, MM
7
7,670
1.8
,
.
,
SIM
. 2020
.
8
2.5
SIM
3:
SIM
: MM
3
MM
. 2015
2014
3
3
2015
22.6
73.8
7.1
5.3
2014
3
,1
ONE
NTT
IIJmio SIM BIC SIM
, BIGLOBE LTE/3G
b-mobile
[20]
3
17.2
.
16.4
23.3
53.6
,
. 4
SIM
9
SIM
OCN
.
2.6
MNO
MVNO
1: MNO
MVNO
(GB)
MNO
NTT
KDDI
MVNO
8
5
3,500
8,000
5,000
2
10
5
3,500
6,700
2
8
5,000
4,200
5
3
1,980
b-mobile(
IIJmio
1,180
2,560
1,520
3
10
5
NTT
10GB/
900
2,300
3
10
5GB/
3GB/
1,450
1,100
5
3
OCN
)
ONE
:
1
6,700
5,000
MNO
(2015
MVNO
.
12
,
7
)
,
,
.
MNO
NTT
,
, KDDI
. MNO
5G
5000
.
,
.
MVNO
b-mobile(
NTT
,
OCN
.
),
IIJmio,
ONE
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.
,
,
.
MVNO
MNO
,
,
,
.
10
,
,
2.7
MVNO
MVNO
•
,
(2014)
. [2]
MVNO
GSMAIntelligenc
Wireless AT
,2013
Verizon-
T Sprint T-MobileUS ,Clearwire
(MVNO M2M) 7000
,
120
MVNO
FoneWireless
MobileUS
2
US Cellular
.
6
MVNO
.
America Movil
MVNO
TracFoneWireless
2300
Sprint,AT
MVNO
70
. TracT
T.
MVNO
,
.
,
. TracFone
.
•
MVNO
GSMAIntelligence
2012
.
58
,
MVNO
MVNO
3
91
2
,
.
,
MNO
MVNO
.
,
.
MVNO
Virgin Mobile
. Virgin Group
VirginMedia
MobileUK
T-Mobile UK
,T-
1999
,
.
2007
.
•
MVNO
MVNO
MVNO
2014
1
44
.
6592
ARCEP
1000
10.9
5.2
MNO
,2013
,MVNO
.
(MNO)
807 3000,
MNO
.
4.9
,SFR,,
,MVNO
.
11
,
.
,MVNO
MNO
,
,
,
,
MVNO
.
,
. 2006
. MNO
180
,
2G/3G
,SMS
MNO
,
53000
.
,
,2011
SFR
MVNO
,
. 2012
,2013
,LTE
9
LTE
3G/4G
2014
Mobile
MNO
4
MVNO
.
KPN
Ortel
CTExcelbiz France
MVNO
.
•
MVNO
2004
,
.
E-plus
.MNO
,
(O2)
.
,
12
27
2008
,
1990
,T-
MVNO
freenet
24
.
,2012
E-plus O2
MVNO
.
.
MVNO
.
27
MVNO
.
39
100
1519
.
MVNO
MVNO
,SIM
no-frill
,
.
•
MVNO
2013
,KT
12
28
,SK
,
MVNO
,
9 ,LG U+ 7
,
,
MNO
. MNO
12
MNO
. MVNO
,
,
.
4
SK Te-link
MVNO
,LGU+
mvno
.mvno
CJ
MNO
. 2014
.
MVNO
.
MVNO
.
.
13
3
(2012)
3G
. [1]
,
FeliCa
,
,
,KDDI,
,
90
NTT
. Arellano-Bond
,
.
Arellano-Bond
.
,
N
T
.
3
,
Arellano-Bond
.
3G
3
.
,2010
,
3G
,
. FeliCa
,
.
.
,
,
,
.
,
,
.
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G
,
,
G
,
.
,
,
,
,
.
,
,
,NTT
.
,
.
,
.
14
(2009)
2006
10
MNP
. [4]
24
.
(
,MNP)
MNP
.
,
,
.
MNP
,
.
.
MNP
,
18
,
2.6
(2008)
.
,J
.[3]
Hart,et,al, [6]
.
,
,
.
.
15
4
2009
,
3G
12
2015
3
MVNO
MVNO
.
SIM
.
MVNO
,
.
,
,
.
,
MVNO
.
MVNO
,
,
. MVNO
,
SIM
,
, NTT
.
4
.
.
, NTT
,
ARPU
. ARPU
.
ARPU
,
, KDDI
,
,
,
,
.
[18]
MVNO
2
,
.
.
[19]
Domestic Product :
,
. GDP
MVNO
.
1
)
GDP
. GDP(Gross
,
.
,
IBM SPSS Statistics 22
2
.
16
. MVNO
2:
MVNO
22
MVNO
MNO
MNO
ARPU
31280000
10328636.36
7690175.734
22
617000000
1617000000
991636363.64
249800214.544
22
15813000000
35204000000
25410636363.64
4872585619.912
NTT
22
217247000000
282834000000
243633409090.91
16883182437.136
NTT
22
55436100
66595500
60428545.45
3056042.972
22
21667200
37766200
29996554.55
5416105.542
KDDI
22
31393000
43478000
36451563.64
3812875.991
NTT
22
4320
5470
4783.18
325.333
22
3890
4710
4383.64
254.886
22
4280
5470
4657.73
292.052
22
9935.00
11738.00
10698.7727
580.82781
22
122865.40
135430.90
129660.5500
3200.71267
KDDI
2
GDP
2490000
GDP
17
5
3
MVNO
.
0.9958
,
,
99
.
.
, MVNO
.
0.001
.
.
0.587
MVNO
,
,
0.05
.
,
0.001
.
0.003
0.001 0
,
,
0.05
.
.
,
MVNO
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0.13 ,
.
,
.
0.05
MVNO
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.
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,
.
MNO
,
.
MVNO
,
0
.
.
. NTT
,
-2.915
,
.
,
.
MVNO
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,
0
2.002
, NTT
.
0
4.09
, KDDI
.
MVNO
.
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MVNO
.
MNO
1
2654.584
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,
.
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.
0.053
1
ARPU
.
.
.
,
0.327
1
,
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0.05
MVNO
ARPU
0.05
MVNO
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0.05
MVNO
2562.898
,
.
.
1
.
, KDDI 1
, MNO
0.162
.
2
. 2
,
0.291
,
-779.757
0.05
.
,
.
,2
.
GDP
.
GDP
18
-100.387
.
GDP
0.178
MVNO
0.05
.
,
.
3:
MVNO
t
MVNO
NTT
MNO
NTT
KDDI
MNO
ARPU
NTT
KDDI
2
,
GDP
GDP
-166377490.280
29344712.254
-5.670
.001
.001
-0.000075
.001
.000
.000
.000
.027
.348
-.165
.561
3.812
-3.001
.587
.003
.013
2.002
-2.915
4.090
.385
.352
.647
.796
-2.053
2.028
5.200
-8.271
6.320
.000
.000
.000
2654.584
-1292.863
2562.898
1209.523
1253.880
1698.225
.112
-.043
.097
2.195
-1.031
1.509
.053
.327
.162
-779.757
700.076
-.059
-1.114
.291
-100.387
69.333
-.042
-1.448
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0.9958
F
455.5098987
P
0
19
6
MVNO
.
,
.
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.
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MVNO
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.
MVNO
,
,
.
,
MVNO
,
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MNO
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.
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1
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1
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1
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,
.
2
.
. 2
MVNO
,
MVNO
MVNO
,
.
GDP
.
GDP
MVNO
.
MVNO
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.
20
7
2009
12
2015
3
MVNO
,
.
MVNO
,
,
.
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.
11
,
• MVNO
.
,
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MVNO
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1
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•
GDP
MVNO
MNO
,
,
.
,
,
.
,
.
MVNO
.
,
M
.
.
.
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,
M
.
.
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.
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.
,
.
21
,
.
4
.
22
[1]
2013 ,
,
pp.88-103,
[2]
2.
2014 ,
pp.2-19, ICT world review vol7.
[3]
(2008), J
18(2), 11-19,
,
Japan Society of Sports Industry.
[4]
(2009),
:
GRIPS Policy Information Center.
[5]
MVNO
09-08, 2009-06-15, GRIPS Discussion Papers
I
geocities.jp/databooster2/mydoc/sreg-qt1.pdf 2015
, http://www.
20
.
11
[6] Hart.RA.et.al, A statistical analysis ofassociation football attendance, Applied Statistics, 24, pp.17-27,1975.
[7]
,
1
,
,
5
[10]
[11]
25
5
,
MVNO
mvmo01.html 2015
11
http://www.soumu.go.jp/joho_tsusin/eidsystem/
20
.
MVNO
2013 http://www.soumu.
go.jp/menu_news/s-news/01kiban02_02000115.htmll 2015 11 20
.
MVNO
2014
G-BOOK.com
2015
http://www.soumu.
11
20
20
.
.
iPOT
what_G.asp 2015
11
http://www.mimamori.net/form/index.html
[13]
[14]
, 2015
.
go.jp/menu_news/s-news/01kiban02_02000151.html 2015
[12]
10
.
[8]
[9]
, 2005
11
20
b-mobile
http://g-book.com/pc/etc/faq/
.
http://www.bmobile.ne.jp/ 2015
[15]
12
7
.
http://www.disney.co.jp/mobile.html
2015
11
20
.
23
[16]
MM
MVNO
main.php?id=010120150617500 2015
[17]
http://www.m2ri.jp/newsreleases/
11 20
.
http://www.soumu.go.jp/menu_news/s-news/index.html
2015
11
20
.
[18]
http://www.stat.go.jp/data/joukyou/
12.html 2015
12
[19]
7
GDP
11
20
.
http://www.esri.cao.go.jp/jp/sna/menu.html 2015
.
[20]
MM
MVNO
2015
3
jp/newsreleases/main.php?id=010120150617500 2015
[21]
PHS
http:
//www.soumu.go.jp/soutsu/tokai/tool/tokeisiryo/idoutai_nenbetu.html
2015 12 7
.
[22]
NTT
.
http://www.m2ri.
12 5
.
https://www.nttdocomo.co.jp/ 2015
[23]
12
http://www.softbank.jp/mobile/ 2015
7
12
7
.
[24]
au
http://www.au.kddi.com/ 2015
[25]
7
http://www.j-com.co.jp/ 2015
[26]
.
12
7
.
http://www.iij.ad.jp/ 2015
12
7
[27]
NTT
[28]
IIJmio
[29]
12
.
NTT
jp/mobile/one/ 2015
http://www.ntt.com/ 2015
https://www.iijmio.jp/ 2015
OCN
12
7
ONE
.
24
12
12
7
7
.
.
http://service.ocn.ne.
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