联合国2014年 - publicadministration.un.org · marina echegaray、elena garuccio、leo...

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电子政务成就我们希望的未来 联合国经济和社会事务部 联合国2014 年 电子政务调查报告

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  • 2014

  • 2014

    http://www.un.org/desa

    http://www.unpan.org/dpadm

    http://www.unpan.org/e-government

    2013DPADM

    2013

  • asdf United Nations New York, 2014

    ST/ESA/PAD/SER.E/188

    2014

  • 2014

    1

    2

    3

    2014

    2012

    2010

    2008

    2005

    2004

    2003

    2001

  • 2014

    iii

    2012 6

    2014 WSIS

    2015

  • 2014

  • 2014

    v

    2014

    DESADPADM

    EGBVincenzo Aquaro

    Vincenzo Aquaro

    Adriana Alberti Wai

    MinKwokDeniz Susar Elie Hobeika

    Oksana Yarashuk Said Maalouf,

    Daniela Marin Puentes Quentin Tourancheau

    Vincenzo Aquaro Roberto Bellotti

    Elena Garuccio Nicola Amoroso

    Elena Garuccio

    PACB JohnMaryKauzya

    Wai MinKwok

    Anni Haataja ElieHobeikaSaid

    MaaloufElena Garuccio Daniela Marin Puentes

    Patrick Spearing DMB Elia

    Armstrong Adriana Alberti WaiMin Kwok

    Seema Hafeez

    Seok-Ran Kim Deniz Susar

    Richard Kerby Jonas Rabinovitch

    Vincenzo AquaroAdriana Alberti Jeremy

    MillardElie Hobeika Oksana Yarashuk Daniela MarinPuentes

    2012 12 DPAM

    INVESTATE Group Abdulla Al Hamid

    JoseM. Alonso

  • 2014

    vi

    Dennis Anderson DAKA Kim

    Andreasson Julia Glidden

    Andre Griffith

    Nagy Hanna

    Tomasz Janowski

    Al Akha- wayn Driss Kettani

    Swee Cheang Lim Jeremy Millard OCR

    Rajkumar Prasad ( )

    Charles Senkondo OECD

    Barbara Ubaldi Vincenzo Aquaro

    Wai Min KwokDeniz SusarAnni Haataja

    Dennis Anderson Oksana Yarashuk UNVs

    Maria BoveyEnkel DaljaniMadoka KoideArpine Korekyan

    Andriani MortoglouBroddi SigurdarsonJacky Tong Michal Ziemski

    Hamed Alg-hazaliSlavea A. AssenovaSerhan

    AyhanIdersaikhan Byamba,Amra CenanovicMaria Covalenco-Tietz

    Jocelyne CumunelWeiluan DaiBeth De BeerPennie Douligeris

    Marina EchegarayElena GaruccioLeo GilMarga Gual SolerKalle

    GutmannAhad HadianShaopeng HeBlanca HormaecheaSaw

    HtooDmytroIarovyiGvantsa IremashviliXiaochao JinJustin Joseph

    Naryngul KasymovaAnna KatrechkaPrasida KhanalJacob Kim

    Ye Ra KimSonya KukiRachana KumarAnna KusnirJoe Lahoud

    Seunghui LeeMihaela LovuSaid MaaloufElia MarconiDaniela

    Marin PuentesLea-Kristin Martin Valeriya MechkovaSilky Misra

    Louis-Marie NgamassiTheresa Lin NguyenRobert NiewiadomskiTim

    OlsenGokce OzkaynakLiv PeltKarolina PertkiewiczYordan Petrov

    Yen T. PhamJacob Prester Vladan RovcaninAlvaro SalasFilip Sasic

    Teodora SerafimovaLilani SeramMichael ShumHui Ging SiiPatima

    SrivakulSimona SzabovaMoe Kyaw ThanLise Toft Hesselund

    Tamas TothHaris TrbonjaJessi Jou TsengTatjanaTurkovicMerel Van

    HoeveAgata VossAmruta VyasJamie WalkerQiuchen Wang

    Wenhao WuPeng XuXinru Yang Xuan Zhou

  • 2014

    vii

    Wai Min

    KwokAnni Haataja Deniz Susar Maria

    BoveyVictoria CebanJocelyne CumunelMarina Echegaray

    Elena GaruccioElie HobeikaYu Jung Victoria KimMadoka Koide

    Said MaaloufDaniela Marin PuentesAndriani MortoglouBroddi

    Siguzdarson Michal Ziemski

    ITU

    UMUUNPAN

    Gerald Kandulu

    Elie HobeikaOksana Yarashuk Daniela Marin Puentes

    (DGACM (CPPS

    CPPS William Hamill Alexandra Kollontai

    Adriana AlbertiElie HobeikaWai Min Kwok

    Oksana Yarashuk CPPS GDU

    Ziad Al-Kadri Armin Kadic

    2013 11 2013

    2014

  • 2014

  • 2014

    ix

    API Application Programming Interfaces

    BYOD Bring Your Own Devices

    CDO Chief Data Officer

    CIO Chief Information Officer

    DAE Digital Agenda for Europe

    DPA Data Protection Act

    DRR Disaster Risk Reduction

    EGDI E-Government Development Index

    EPI E-Participation Index

    EU European Union

    FOI Freedom of Information

    G2C Government-to-Citizen

    G2G Government-to-Government

    GDP Gross Domestic Product

    GNI Gross National Income

    HCI Human Capital Index

    HDI Human Development Index

    ICT Information and Communications Technology

    IT Information Technology

    ITU International Telecommunication Union

    LDC Least Developed Countries

    LLDC Land-Locked Developing Countries

    MDGs Millennium Development Goals

    NEPAD The New Partnership for Africas Development

    NGO Non-Governmental Organization

    OECD Organization for Economic Cooperation and Development

    OGD Open Government Data

    OSI Online Service Index

    PPP Public-Private Partnership

    RSS Really Simple Syndication

    SIDS Small Island Developing States

    SMS Short Message Service

    TII Telecommunication Infrastructure Index

    UNDESA United Nations Department of Economic and Social Affairs

    UNDP United Nations Development Programme

    UNESCO United Nations Educational, Scientific and Cultural Organization

    UNICEF United Nations Childrens Fund

    WAP Wireless Application Protocol

    WOG Whole of Government

    W3C World Wide Web Consortium

  • 2014

  • 2014

    xi

    iii

    v

    ix

    1

    11

    1.1. 11

    1.2. 12

    1.3. 18

    1.4. 34

    1.5. 42

    43

    2.1. 43

    2.2. 44

    2.3. 51

    2.4. 56

    57

    3.1. 57

    3.2. --- 2014 58

    3.3. 60

    3.4. 62

    3.5. 68

    3.6. 69

    71

    4.1. 71

    4.2. 71

    4.3. 73

    4.4. 74

    4.5. 86

  • 2014

    xii

    89

    5.1. 89

    5.2. 90

    5.3. 103

    5.4. 109

    5.5. 114

    117

    6.1. 117

    6.2. 118

    6.3. 119

    6.4. 122

    6.5. 124

    6.6. 128

    6.7. 133

    2015 135

    7.1. 135

    7.2. 135

    7.3. 141

    7.4. 143

    7.5. 154

    157

    8.1. 157

    8.2. 158

    8.3. 165

    8.4. 169

    173

    175

    177

    A.1. 177

    A.2. TII 179

    A.3. HCI 180

  • 2014

    xiii

    A.4. OSI 182

    A.5. 184

    A.6. EPI 187

    A.7. 189

    A.8. 189

    190

    241

    249

    1.1. 21

    1.2. 21

    1.3. 24

    1.4. 27

    1.5. 2011~2015 31

    1.6. 33

    1.7. Sahana 37

    1.8. 37

    1.9. 39

    1.10. 41

    2.1. 45

    2.2. 48

    2.3. 55

    2.4. 55

    2.5. 55

    3.1. Ureport 64

    3.2. 65

    4.1. DBAS 80

    4.2. ID 80

    4.3. NEA 81

    4.4. 82

    5.1. 90

  • 2014

    xiv

    5.2. 93

    5.3. 94

    5.4. 96

    5.5. 97

    5.6. 97

    5.7. 99

    5.8. API 102

    5.9. 106

    6.1. 124

    6.2. 127

    6.3. 129

    6.4. 130

    7.1. Start-up Chile- 143

    7.2. 146

    7.3. 146

    7.4. Mwana 149

    7.5. 150

    8.1. 162

    8.2. 168

    A.1. 188

    1.1. (EGDI) 12

    1.2. EGDI 14

    1.3. 2014 EGDI 16

    1.4. 2014EGDI 16

    1.5. EGDI 17

    1.6. EGDI 18

    1.7. 2014 18

    2.1. 2003-2014 46

    2.2. 46

    2.3. 47

  • 2014

    xv

    2.4. 50

    2.5. 50

    2.6 ad. 53

    3.1. 50 61

    3.2. 50 61

    3.3. 63

    3.4. 63

    3.5. 64

    3.6. 65

    3.7. 66

    3.8. 67

    3.9. 67

    4.1. 66.6 77

    4.2. 66.6 77

    4.3. 78

    4.4. / 83

    4.5. 85

    4.6. 86

    5.1. 92

    5.2. 20082014 93

    5.3. 20122014 95

    5.4. 20122014/ 96

    5.5. 2011-2017 98

    5.6. 100

    5.7. 100

    5.8. 100

    5.9. 102

    5.10. 103

    5.11. 106

    5.12. 107

    5.13. 107

    5.14. 108

  • 2014

    xvi

    5.15. 2013 112

    5.16. 113

    6.1. 119

    6.2. 2013 120

    6.3. 2013 121

    6.4. 2013 121

    6.5. 123

    6.6. 126

    6.7. 127

    6.8. 127

    6.9. 128

    6.10. 130

    6.11. 130

    6.12. 131

    6.13. 132

    6.14. RSS 133

    7.1. 2012 136

    7.2. 2012 137

    7.3. 193 138

    7.4. IT 145

    7.5. 151

    7.6. 151

    7.7. 152

    8.1a. 66.6% 159

    8.1b. 66.6% 159

    8.2. 160

    8.3. 161

    8.4. 161

    A.1. EDGI 178

    A.2. TII 179

    A.3. 181

    A.4. 186

  • 2014

    xvii

    ES.1. 4

    ES.2. 6

    1.1. 2014EGDI25 13

    1.2. EGDI 15

    1.3. 20 20

    1.4. 20 22

    1.5. 20 26

    1.6. GCC 28

    1.7. 20 29

    1.8. EU 32

    1.9. EGDI 34

    1.10. 10 36

    1.11. 10 39

    1.12. 40

    2.1. 20 45

    2.2. 48

    2.3. 49

    2.4. 49

    2.5. 52

    2.6. 54

    2.7. 54

    3.1. 60

    3.2. 50 61

    3.3. 66.6% 62

    3.4. 66

    4.1. 66.6 77

    4.2. 2014 78

    4.3. 81

    4.4. 83

    4.5. 85

    5.1. 91

    5.2. 99

    5.3. 105

  • 2014

    xviii

    6.1. 1236.2. 124

    6.3. 125

    6.4. 129

    6.5. 132

    7.1. 140

    8.1. 158

    8.2. 66.6% 159

    8.3. 168

    A.1. 2003-2014 180

    A.2. 2003-2014 182

    1. 190

    2. 196

    3. 198

    4. 199

    5. 201

    6. 203

    7. 204

    8. 205

    9. 206

    10. 208

    11. 214

    12. 220

    13. 228

    14. 234

  • 2014

    1

    2000 2011 4000

    2015

    E/2013/69, 6

    2015

  • 2014

    2

    2004

    G2GG2B

    G2C

    2003

    (1) 2

    3

  • 2014

    3

    2014

    193

    2014

    2014

    2014

    193

    OGD

    2014

    2014

  • 2014

    4

    2014

    2012 2 3

    2014 EGDI

    4 5 8

    10 7

    75

    ES.1.

    2014

    LCDsSIDSLLDCs

    2014

    2014 193

  • 2014

    5

    40%

    1/3

    SMS

    1/3

    1 2

    3

  • 2014

    6

    ES.2

    20

    2014

  • 2014

    7

    2014

    2003 18 2012 3

    2014 193

    201220142/3

    80%

    2012

    15

    2012 2014

    50

    2010 2012

    2014 50% 118

    70%

    2012 24 2014 36

  • 2014

    8

    2014 64%

    OECD

    50%

  • 2014

    9

    2014

    2014

    46

    2015

    2014

    2015

    2014

  • 2014

    10

    2014

  • 2014

    1.1.

    1.2.

    1.2.1. 2014

    1.2.2.

    1.3.

    1.3.1.

    1.3.2.

    1.3.3.

    1.3.4.

    1.3.5.

    1.4.

    1.4.1. (SIDS)

    1.4.2. (LLDCs)

    1.4.3. (LDCs)

    1.5.

    11

    12

    12

    17

    18

    19

    21

    24

    28

    33

    34

    35

    38

    40

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    1.1. 2001

    1

    2001

    (EGDI) 2

    (EGDI)

    1.1

    (EGDI)

  • 2014

    12

    1.1. (EGDI)

    2014

    (SIDS) (LLDCs) (LDCs)

    (EGDI)

    1.2.

    1.2.1. 2014

    25(EGDI)0.751.00

    1.1 25 20

    OSI1/3

    TII1/3

    HCI1/3

    EGDI

    OSI

    TII

    HCI

  • 2014

    13

    2012 25

    25

    64%16 20%5 8% 2

    8%2 2012 25

    2014

    2012

    1.1. 2014 EGDI 25

    2014EGDI2014

    2012

    2012

    2014

    0.9462 1 1 -

    0.9103 2 12 10

    0.9076 3 10 7

    0.8938 4 6 2

    0.8897 5 2 3

    0.9974 6 18 12

    0.8748 7 5 2

    0.8695 8 3 5

    0.8644 9 13 4

    0.8449 10 9 1

    0.8418 11 11 -

    0.8410 12 23 11

    0.8357 13 8 5

    0.8225 14 7 7

    0.8180 15 20 5

    0.8162 16 4 12

    0.8162 17 16 1

    0.8089 18 36 18

    0.7970 19 22 3

    0.7912 20 21 1

    0.7864 21 17 4

    0.7810 22 34 12

    0.7593 23 32 9

    0.7591 24 19 5

    0.7564 25 14 1

    EGDI 0.8368

    0.4712

  • 2014

    14

    25 0.8368

    0.4721

    1.2 EGDI 25 13%

    EGDI 0.75 62 32%

    EGDI 0.5 0.75 74 38%EGDI 0.25

    0.5 EGDI 0.25 32 17%

    1.2 EGDI

    EGDI EGDI

    EGDI

    EGDI

    EGDI EGDI

    1.2. EGDI

    EGDI(>0.75)

    17%

    13%

    32%

    38%

    EGDI(0.5-0.75)

    EGDI(0.25-0.5)

    EGDI(

  • 2014

    15

    1.2. EGDI

    EGDI0.75

    EGDI 0.500.75

    EGDI0.250.50

    EGDI0.25

  • 2014

    16

    193 1.3

    EGDI 0.5 EGDI 0.21 0.30

    33

    EGDI

    EGDI

    1.4

    TII (EGDI)OSI

    1.3. 2014 EGDI

    1.4. 2014 EGD I

  • 2014

    17

    1.2.2.

    EGDI

    1.5 1.6

    1.6

    1.5. EGDI

    Gro

    ss N

    atio

    nal I

    nco

    me

    (GN

    I per

    cap

    ita)

    , USD

    0.00 .2 0.40 .6 0.81 .00

    20,000

    40,000

    50,000

    60,000

    30,000

    10,000

    R=0.5834

  • 2014

    18

    1.3. 1.7 2014 0.4712 2014

    0.6936 EGDI 0.5074

    0.49510.40860.2661

    2003 3

    1.6. EGDI

    1.7. 2014

  • 2014

    19

    1.3.1.

    EGDI 0.2661

    EGDI

    0.4712 50% 54

    30%16 10%

    2012

    1.32028

    75 2012

    938420147681

    80

    38

    1999

    1.1 1.2

    40% 2011

    150

    150 2003 2008 33% 4

    2012 65%

    5

  • 2014

    20

    1.3. 20

    EGDI 2014 2012

    EGDI

    0.5390 75 103 28

    0.5338 76 93 17

    0.5129 80 107 27

    0.5113 81 84 3

    0.5060 82 120 38

    EGDI

    0.4869 93 101 8

    0.4198 112 121 9

    0.3880 117 123 6

    0.3805 119 119 -

    0.3753 121 191 70

    0.3735 123 145 22

    0.3589 125 140 15

    0.3585 126 133 7

    0.3551 127 118 9

    0.3294 131 129 2

    0.3106 136 132 4

    0.3056 138 144 6

    0.2970 140 142 2

    0.2929 141 162 21

    0.2782 144 147 3

    0.2661

    0.4712

    65% 70%

    6

  • 2014

    21

    1.3.2

    1.4 20

    100

    1.8

    2012

    Secrtariat Gnral du

    Gouvernement

    www.gov.mu

    139 59 53 13

    14

    1.1

    1.2

    http://www.sgg.gov.ma

    http://www.gov.mu/English/Pages/Media.aspx, https://www.gov.mu/English/E-Services/Pages/default.aspx

  • 2014

    22

    7

    55%

    27%

    10%2012

    0.333720140.2903

    2010

    1.4. 20

    EGDI2014

    2012

    EGDI

    0.8748 7 5 2

    0.8418 11 11 -

    EGDI

    0.7420 26 50 24

    0.7122 33 39 6

    0.6306 46 56 10

    0.6173 50 43 7

    0.6061 54 77 23

    0.6008 57 59 2

    0.5933 59 44 15

    0.5927 60 49 11

    0.5733 63 55 8

    0.5564 67 71 4

    0.5435 72 82 10

    0.5242 77 66 11

    0.5220 78 75 3

    0.5053 83 102 19

    EGDI

    0.4989 88 74 14

    0.4980 90 81 9

    0.4932 91 67 24

    0.4900 92 65 27

    0.5074

    0.4712

  • 2014

    23

    100 9.83

    100 23.57

    IT

    0.9170

    0.7

    0.4006

    0.3919

    20 80

    8

    2010 2012

    3% 1.9%9

    10

    SMEs

    2013 99% 67% 11

    1.3

  • 2014

    24

    a)

    2013

    b)

    1.3

    DPADM, http://

    www.unpan.org/

    http://www.agesic.gub.uy/innovaportal/v/1454/1/agesic/guia_de_uso_de_la_plataforma_de_ge_del_estado_uruguayo.html; http://agesic.gub.uy/innovaportal/v/387/1/agesic/areas_de_la_agencia.html

    1.3.3

    30% 43

    2014

    30

    1.5 2012

    GDP 22,590 2010 122014

    2007

    G2CG2B

    IT

  • 2014

    25

    10

    3 18 6

    18 28 36 48

    6

    IT IT

    2010 50%

    13

    6 1

    2012 38 2014 28

    2 91 100

    2008

  • 2014

    26

    1.5. 20

    2014

    2012

    0.9462 1 1 -

    0.9076 3 10 7

    0.8874 6 18 12

    0.8162 17 16 1

    0.8089 18 36 18

    0.7283 28 38 10

    0.7136 32 28 4

    0.6900 36 41 5

    0.6362 44 48 4

    0.6273 48 64 16

    0.6268 49 63 14

    0.6115 52 40 12

    0.6047 56 72 16

    0.5958 58 45 13

    0.5897 61 94 33

    0.5581 65 76 11

    0.5472 68 96 28

    0.5450 70 78 8

    0.5443 71 80 9

    0.5418 74 115 41

    0.4951

    0.4712

    2014 74 A~Z

    108 51 10

    1.4

  • 2014

    27

    IT

    100%

    65

    IT 2004 9.7% 2012 40%

    2012 115 2014 74

    1.4.

    http://www.gic.gov.lk/

    HDI 0.8951414 GNI47210 15

    G2C G2B

    ACE( )

    G2G ACE

    IT ACE

    17 1

    G2C C2G

    GCC 18

    SCICT 16

  • 2014

    28

    2013 4

    17

    GDP GCC

    GCC

    GCC GCC GCC

    18 1.6

    1.6. GCC

    2014

    2014

    2012

    GCC 0.8089 18 36 18

    GCC 0.7136 32 28 4

    GCC 0.6900 36 41 5

    GCC 0.6362 44 48 4

    GCC 0.6273 48 64 16

    GCC 0.6268 49 63 14

    0.6838

    0.4712

    1.3.4

    10 7

    10 4 1.7 20

    11 40 26

  • 2014

    29

    1.7 20

    2014

    2012

    0.8938 4 6 2

    0.8897 5 2 3

    0.8695 8 3 5

    0.8449 10 9 1

    0.8410 12 23 11

    0.8357 13 8 5

    0.8225 14 7 7

    0.8180 15 20 5

    0.8162 16 4 12

    0.7970 19 22 3

    0.7912 20 21 1

    0.7864 21 17 4

    0.7810 22 34 12

    0.7593 23 32 9

    0.7591 24 19 5

    0.7564 25 24 1

    0.7296 27 27 -

    0.7271 29 29 -

    0.7267 30 15 15

    0.7178 31 42 11

    0.6936

    0.4712

    1.13

  • 2014

    30

    59 2004 25%

    2018 18

    2012

    19

    DAE2011 2015

    28

    DAE

    2012

    7 DAE 2011 2015

    1.5

    DAE 2011 2015

    28 15

    30 1.8

    DAE

    2015 50%

    46%

  • 2014

    31

    2010

    DAE2011 2015 DAE 2020

    DAE

    DAE

    DAE

    18 23 2011 2015

    4

    DAE

    2011 2015 30

    DAE GDP 5% 8 1500

    2015

    100 120

    1.5. 2011 2015

    http://ec.europa.eu/digital-agenda/

    20 7

    5 2

    5

    20 10 7

    23 12 15 5

    2005 Plan Avanza

    2010 Plan Avanza-2

    20

    34 22 32 23

    1.6 42 31 57 45

    61 55

  • 2014

    32

    1.8 EU

    EGDI 2014 2012

    EGDI

    0.8938 4 6 2

    0.8897 5 2 3

    0.8695 8 3 5

    0.8449 10 9 1

    0.8410 12 23 11

    0.8225 14 7 7

    0.8180 15 20 5

    0.8162 16 4 12

    0.7912 20 21 1

    0.7864 21 17 4

    0.7810 22 34 12

    0.7953 23 32 9

    0.7951 24 19 5

    0.7564 25 24 1

    EGDI

    0.7271 29 29 -

    0.7178 31 42 11

    0.7118 34 37 3

    0.6900 37 33 4

    0.6637 39 31 8

    0.6518 40 35 5

    0.6506 41 25 16

    0.6482 42 47 5

    0.6282 47 30 17

    0.6148 51 53 2

    0.6070 53 46 7

    0.5958 58 45 13

    0.5632 64 62 2

    0.5421 73 60 13

    0.7300

    0.6936

    0.4712

    2011

    2012 2015

    21

    2011 2012 2016

  • 2014

    33

    2009

    42

    2012 La Bussola della Trasparenza

    10000

    1.6

    http://www.magellanopa.it/bussola/page/overview.html

    1.3.5.

    0.9103 0.8644

    108

    188 TII

    HCI 1 1.9

  • 2014

    34

    1.9 EGDI

    EGDI2014

    2012

    EGDI

    0.9103 2 12 10

    0.8644 9 13 4

    EGDI

    0.5044 85 105 20

    EGDI

    0.4706 98 111 13

    0.4415 108 113 5

    0.4204 111 114 3

    0.3337 130 127 3

    0.3201 132 149 17

    0.3259 137 134 3

    0.2851 142 146 4

    0.2776 145 141 4

    0.2571 159 135 24

    EGDI

    0.2087 170 168 2

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    0.4086

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    1.4. LDCsSIDS

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  • 2014

    35

    EGDI 0.4712 92

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    1.4.1 SIDS

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    36 18 93 76

    10 10 1.10

    DRR

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  • 2014

    36

    26 2010 1.7

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    2014EGDI

    2014

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    EGDI

    0.9076 3 10 7

    0.8089 18 36 18

    EGDI

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    0.5927 60 49 11

    0.5338 76 93 17

    0.5220 78 75 3

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    0.5044 85 105 20

    EGDI

    0.4980 90 81 9

    0.4932 91 67 24

    0.4069

    0.4712

    27

    1.8

  • 2014

    37

    Sahana

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    86%

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  • 2014

    38

    29

    1.4.2. LLDCs

    48 31 LLDCs30

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    31 16

    7 100

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    94 61

    96 68 172 157

    140 125

    EGDI 0.3368 0.4069

    UNASUR

  • 2014

    39

    1.11. 10

    2014EGDI 2014 2012

    EGDI

    0.7283 28 38 10

    0.5897 61 94 33

    0.5581 65 76 11

    0.5571 66 69 3

    0.5472 68 96 28

    EGDI

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    0.4695 100 91 9

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    0.4562 103 106 3

    0.4198 112 121 9

    0.3368

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    2003 130 2014

    165

    8

    2006 IT

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  • 2014

    40

    1.4.3 LDCs

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    x 0.2829 143 152 9

    0.2764 146 139 7

    0.2757 148 150 2

    0.2720 150 167 17

    0.2121

    0.4712

  • 2014

    41

    2002 5 6 10

    1996 2000 2010

    2010 2012

    420,000 3,691,000 14.9%

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    29.4% 47.6%

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    2014 167 150 34

    1.10.

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    35

    49

    ,

    ,

  • 2014

    42

    1.5.

  • 2014 2014

    2.1

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    2.1.2 2014

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    43

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    44

    44

    44

    51

    56

    2.1.

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    0 1

    1 0

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  • 2014

    44

    2.1.2 2014

    OSI

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    2.2.1

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    4 14 15

    16 2012

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    12 18 Gulf Cooperation

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    2.1 20

  • 2014

    45

    1.0000

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  • 2014

    46

    2003 193

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    2.2

    0.3919

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    0.65 0.

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    0.75 0.

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    0.85 0.

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    0.95

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    0.7

  • 2014

    47

    2.3

    0.5

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  • 2014

    48

    2.2

    67%100%

    97 73 79 88 83

    100 75 70 88 82

    97 66 84 53 75

    100 66 56 59 69

    94 68 63 53 69

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    94 55 37 44 56

    91 41 21 50 48

    75 43 12 24 37

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    81 27 2 9 27

    44 32 14 12 25

    47 16 0 9 16

    34 5 5 6 11

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    2.3 87%

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  • 2014

    49

    2.3

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    68%131

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    2012

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    2.4

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    142 74%

    / 131 68%

    / 89 46%

    101 52%

    97 50%

    80 41%

    53 27%

    2.4

    101

    73 60

    76

  • 2014

    50

    2.4

    2.5

  • 2014

    51

    2.5

    RSS 2012

    SMS

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    GNI

    2

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    20 19

    17 23

    30 63 2014

    72 79

    2014

    ,

    0.2 2.6a

    0.4 0.8

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    0.9 2.6d

    2.6

  • 2014

    52

    2.5

    1 1 1.0000

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    31 4 0.6772

    35 5 0.6614

    37 6 0.6535

    39 7 0.6378

    41 8 0.6299

    43 9 0.6142

    43 9 0.6142

    43 9 0.6142

    63 1 0.5118

    72 2 0.4567

    79 3 0.4252

    98 4 0.3465

    107 5 0.3150

    110 6 0.3071

    115 7 0.2992

    115 7 0.2992

    123 9 0.2441

    135 10 0.2047

  • 2014

    53

    2.6 a d.

  • 2014

    54

    2.6

    2.7

    0.5118

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    0.7480

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  • 2014

    55

    2020

    2011 2015

    3

    72

    2011~2015 219

    4

    2.3

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    http://www.rdb.rw/uploads/tx_sbdownloader/NICI_III.pdf

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  • 2014

    56

    2.4

    WIPO

    5

  • 2014 2014

    3.1

    3.1.1

    3.2 2014

    3.3

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    3.6

    57

    58

    58

    60

    62

    62

    64

    67

    68

    68

    69

    69

    3.1.

    150

    1

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  • 2014

    58

    3.1.1

    2000

    5

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    13

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    51

    19

    3.2 2014

    2

    1

  • 2014

    59

    2

    3

    community resilience

    2014

    2014 2012

    3

  • 2014

    60

    3.1

    3.3

    3.2 50 13

    2012

    3.1 50 21

    14 10 3 2

    50 3 20

    2014 21 2012

    6

    3.2 50

    50 56% 28 28%14

    7

    1

  • 2014

    61

    3.2 50

    3.1 50

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  • 2014

    62

    3.3 66.6

    90

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    85.19 86.36 88.89 86.21

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    89

    3.4

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    3.4.1

    146 151

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    22

    4 3.3

  • 2014

    63

    5

    3.3

    3.4

    3.4

    42

    23 24

    0

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    37

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    24 23

    4

  • 2014

    64

    3.5

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  • 2014

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    3.6

    02 04 06 08 0

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  • 2014

    66

    ,

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    16% 14% 3.7 7

    3.7

    01 02 03 04 0

    31

    28

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    26

    26

    24

    2014

    3.4 193 68

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  • 2014

    67

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    76

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  • 2014

    68

    3.5

    3.5.1

  • 2014

    69

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  • 2014

    70

    10

  • 2014 2014

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    83

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    4.2

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  • 2014

    72

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  • 2014

    73

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  • 2014

    74

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  • 2014

    75

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  • 2014

    76

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    CIO

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  • 2014

    77

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    4.1 4.2

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    4.1 66.6

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  • 2014

    78

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    14 14

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    01 02 03 04 05 06 07 08 09 0

    82

    60

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    29

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    2012

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    4.2 2014

    16 54 30%

    14 35 40%

    24 47 51%

    24 43 56%

    4 14 29%

  • 2014

    79

    4.4.3

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  • 2014

    80

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  • 2014

    81

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    2014

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  • 2014

    82

    www.

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  • 2014

    83

    311

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    105 4.4

    4.4

    0

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    97105

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  • 2014

    84

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    2012 19

    16 11 3

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    2014 53 4.5

  • 2014

    85

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    2012 2014

    52 69

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    54

  • 2014

    86

    4.5 4.5

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    63 33%

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    0

    1-5

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    4.5

  • 2014

    87

    ;

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  • 2014

    5.1

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    5.2.1

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    5.2.3

    5.2.4

    5.2.5

    5.2.6

    5.2.7

    5.2.8

    5.3

    5.3.1

    5.3.2

    5.3.3

    5.4

    5.4.1

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    5.5

    89

    90

    91

    92

    93

    94

    98

    101

    101

    102

    103

    104

    105

    108

    109

    110

    111

    112

    114

    5.1.

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    5.1

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  • 2014

    90

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    70 35

    2013 74.1%

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    2014

    2014

    5.2

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  • 2014

    91

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    5.2.1

    2014 193

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    2011 2015

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    25

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  • 2014

    92

    2014

    5.2.2

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    65.3%126 68.4%132

    5.1

    2014

    01 02 03 04 05 06 07 08 0

    /

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    20122014

  • 2014

    93

    5.2 2008 2014

    5.2.3

    5.2 2012 27 2014

    32 80%

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    20

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    5.2

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  • 2014

    94

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  • 2014

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    5.3 2012 2014

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  • 2014

    96

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  • 2014

    98

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    99

    5.2

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    5.7

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  • 2014

    100

    5.6

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  • 2014

    101

    5.2.6

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    5.2.7

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    5.9

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  • 2014

    102

    5.9

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    5.10 80%

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  • 2014

    103

    5.10

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    1919 1919

    311

    2012 311

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  • 2014

    104

    5.3.1

  • 2014

    105

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    5.3.2

    2014 193

    5.3

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  • 2014

    106

    5.11

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  • 2014

    107

    5.12

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    5.14 2012 24

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  • 2014

    108

    5.14

    5.3.3

  • 2014

    109

    5.4

  • 2014

    110

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  • 2014

    111

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    5.4.2

    5.15

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  • 2014

    112

    5.15 2013

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    5.16 2008

    2012 2014 2014

    49 32

    2013 6

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    5.4.3

  • 2014

    113

    5.16

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  • 2014

    114

    2012 2014

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    5.5

  • 2014

    115

  • 2014

    6.1

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    6.4

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    117

    118

    119

    122

    124

    128

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    6.1. 12

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  • 2014

    118

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    6.2

  • 2014

    119

    6.3

    2014

    20

    20 2/3 GDP 90%3 6.1

    20

    2008 2009

    2013 94%

    79% 74%

    3%2%1%

    6.2

    6.1

    ITU World Telecommunication/ICT Indicators database.

  • 2014

    120

    6.2 2013

    ITU World Telecommunication/ICT Indicators=database. http://www.itu.int/en/ITU-D/Statistics/Pages/stat/default.aspx

  • 2014

    121

    6.3 2013

    6.4 2013

    6.3

    10 15% 7%

    12% 75%

    2014

    100 68

    22 19

    0

    10

    20

    30

    40

    50

    60

    70

    8077

    61

    46

    34 33

    7

  • 2014

    122

    6.4

    18

    4 2.5

    14

    Montagnier & Wirthmann, 2011

    40%

    90% 4

    1/5 3

    5

    21

    6

    6.5

    36

    11

    4

  • 2014

    123

    6.5

    6.1

    70%

    36%29%14%

    6.1 3

    3

    13000 17000

    7529

    2013

    86% 17143

    86% 61803

    36% 4956

    29% 53348

    29% 4413

    29% 9815

    29% 3635

    14% 2494

    14% 2926

    14% 1300

    14% 1709

  • 2014

    124

    6.2

    55 46

    56 30

    46 20

    36 1

    2005

    Vonpar

    100

    6.1

    h t t p: / / i t d e c s .com/2011/06/c a s e - s t u d y -b r a z i l i a n - n g o -f i g h t s - d i g i t a l -divide/

    55

    84%

    6.5

  • 2014

    125

    6.3

    Language by content statistics from W3Techs. Web technologies Surveys. http://w3techs.com/technologies/overview/content_language/all.accessed 13 September 2013 Data for Internet users from: World Internet Users Statistics. 30 June 2012. http://www.internetworldstats.com/stats7.htm

    2.4 3.6 Montagnier & Wirthnann,

    2011

    7

    /

    2012

    56% 1/4

    6.3

    6.6

    27 56

    25 4

    8 4

    4 2

    4 6

    3 1

    3 4

    3 6

  • 2014

    126

    6.6

    Language by content statistics from W3Techs. Web technologies Surveys. http://w3techs.com/technologies/overview/content_language/all.accessed 13 September 2013

    2000 500 2012 1.37 8

    74%9 3

    2014

    74% 2012 54%

    85% 66%

    61% 6.7 2/3

    6.2

    2014 40%

    2012 31%

  • 2014

    127

    6.7

    6.8

    Human development data from UNDP International Human Development Indicators, http://hdr.undp.org. Accessed:9/15/2013

    6.2

    e-ACE

    e-ACE

    e-ACE

    http://www.infoxchange.net.au/welcomedigital-inclusion-program/

  • 2014

    128

    6.9

    6.6 2012

    28%

    2014 64%

    6.9

    4%

    38% 14%

    21% 31%

    6.4

  • 2014

    129

    6.4

    4 4 6 7

    20 31 31 17

    34 32 30 38

    47 53 53 44

    21 14 14 14

    6.3

    Disability.gov 1973 508

    508 https://www.disability.gov/

    6.10

    4

    43%

    21% 6.10

    2014

    6.11 44% 33%

  • 2014

    130

    6.10

    6.11

    National portal of Pakistan. http://www.pakistan.gov.pk

    6.4

  • 2014

    131

    6.12 29.8%

    25.4%

    47.5% 38.8%

    71.9% 55.8% 52.9% 33.5%

    Data from the ITU,based on national sources and Eurostat. http://www.itu.int/en/ITU-D/Statistics/Pages/stat/default.aspx

    6.12

  • 2014

    132

    47% 40%

    6.13

    6.13

    6.5

    1/4

    6.52014 50%

    28%

    41 28

    69 69

    68 51

    86 60

    57 57

  • 2014

    133

    6.14 RSS

    1/3

    19% 6.14

    RSS

    RSS

    8%

    6.7

    2015

    2015

  • 2014

    134

  • 2014 2014

    7.1.

    7.2

    7.2.1

    7.2.2

    7.2.3

    7.3

    7.4

    7.4.1

    7.4.2

    7.4.3.

    7.5

    135

    135

    135

    138

    139

    141

    143

    143

    147

    150

    154

    7.1.

    193

    7.2

    7.2.1

    1

    50%

    80%

    20%

    2015

    2014

  • 2015 2014

    136

    70%

    10% 7.1

    2011 2015

    2015 44% 50%

    85%25%

    7.2 2012

    50% 44%

    75% 70%2

    2015

    50% 2013

    46%28%

    3

    7.1 2012

    2013 2013

  • 2014

    137

    7.2 2012

    80%

    20%

    10%

    85%

    2013

    2010 52%

    35% 29%

    10 8

    72%52%

    52% 4

    2012

    5 41.3%

    37.5% 6 2012

    11.3% 2%

    7

    2013 2013

  • 2015 2014

    138

    8

    7.2.2

    2014

    2014

    193

    7.3 193

    7.3 193

  • 2014

    139

    7.3

    100%

    7.2.3

    2012 OECD Glance 2012

    9

    2011

    2006

    10 30%

    ICT

    2011 2015

    15% 20%

  • 2015 2014

    140

    10

    168 148

    101 7.1

    7.1

    185

    168

    148

    131

    101

    89

    34

    10%

    www.gov.uk)

    www.ecitizen.gov.sg)

  • 2014

    141

    11

    7.3

    12

    13

    14

  • 2015 2014

    142

    http://

    www.overheid.nl (http://www.mw.go.kr/front_new/

    index.jsp)

    GobiernoUSA2010 2011

    200%

    15

    OECD,2011

    2011 2014

    OECD,2012 23000

    (Gobiernodechile)

    Number10 3%

    Startup Chile 2011

    7.1

  • 2014

    143

    7.1 StartupChile:

    StartupChile

    YouTube

    3800 100

    1474 105

    2013 10 YouTube16 5600 1910

    http://startupchile.org/

    17

    311

    18

    7.4

    2015

    7.4.1

  • 2015 2014

    144

    / 56%

    73% / 57%19

    2010 ITU

    UNESCO

    WG-E

    (

    EASSY,)

    41

    FATH64%

    20

    NEPAD

  • 2014

    145

    2012

    IT 19.3%

    7.4

    7.4 IT

    19.3%

    17.2%

    15.2%

    13.1% 12.7% 12.1% 12.0% 11.4% 10.7%9.2%

    8.4%

    (2013 )

    11

    7.2

  • 2015 2014

    146

    7.2

    2007 2013

    1500

    4000

    UNESCO

    Mobilink 21

    7.3

    http: //www.pakis tangendernews.org/sms-based- l i teracy-programme-education-maybejust-a-text-message-away/

    -

    SMS

    12000

    100

    2011

    7.3

  • 2014

    147

    7.4.2

    81% 4%

    71%

    8%

    8% 30%

    22

    2010

    3D 23

    80%

    24

  • 2015 2014

    148

    mTrac

    UNICEF

    25 2013 4

    100 mTrac

    text4babyMAMA

    MOTECHMOTECH

    MOTECH 25000

    300

    WHO

    12% WHO

    Mwana HIV

    7.4

  • 2014

    149

    7.4 Mwana

    Mwana 2010

    HIV

    Mwana

    40 Mwana Mwana

    250 3

    26

    2012 Mwana HIV

    7.5

    2012

    27

  • 2015 2014

    150

    2012 1040 33%

    18 24

    80% 28

    7.5

    Scanfield D, Scanfield V, Larson EL, 2011, Am J Infect Control.2010 April 38(3): pp.1828

    7.4.3.

    7.5

    33% 47%

    29 36%

    26%

    73% 30

    7.6

  • 2014

    151

    7.5

    7.6

    DAWES, L. AND MAROM, R. (2013), , p. 14.

    : http://www.saudi.gov. sa/

  • 2015 2014

    152

    2011 18%

    25%

    70%

    60%

    75%

    31

    69%

    32

    73% 37%

    7.7 33

    7.7

  • 2014

    153

    Bolsa Familia 200

    eFMSeFMS NREGS

    NREGS eFMS NREGS

    2012 2013 170

    NREGS eFMS

    eFMS

    NREGS 400

    NREGS

    NREGS

    NREGS

    25%34

  • 2015 2014

    154

    2013

    20 35

    7.5

  • 2014

    155

    36

    37

    NGOs

  • 2014

    8.1.

    8.2

    8.2.1

    8.2.2

    8.3

    8.3.1

    8.3.2.

    8.3.3

    8.3.4

    8.4

    157

    158

    158

    163

    165

    165

    166

    167

    168

    169

    8.1. OGD

    OGD

    2014

  • 2014

    158

    8.2

    8.2.1

    2014

    8.1

    8.1

    2014

    8.2

    2014 66.6% 8.1a

    66.6% 21

    15 9 3 2 8.1b

    66.6% 86%

    8.2

    130

    115 109

    107 106 94

  • 2014

    159

    8.1a. 66.6%

    8.1b. 66.6%

    8.2 66.6%

  • 2014

    160

    193 97

    8.2

    CSV excel

    APIs

    46

    8.3

    44% 19

    7.4% 4

    85%

  • 2014

    161

    8.3

    8.4

    2014

    86 56

    24 11

    RDF SPARQL 8.4

  • 2014

    162

    2014 34

    2014 31

    8.1.

    http://www.data. gov.bh/

    2014

    66.6%

    66.6%

  • 2014

    163

    8.2.2

    93

    35

    24 41

    79

    15

    6 3

    90

    2011 8

    2013 6

    2013 6

    2013 5

    583

    2014

    3.0

  • 2014

    164

    Etalab

    21

  • 2014

    165

    8.3

    8.3.1

    25

  • 2014

    166

    8.3.2.

  • 2014

    167

    8.3.3

    8.3

  • 2014

    168

    8.3

    apps4finland.fi

    nationaleappprijs.nl

    hack govhack.org

    opendatachallenge.org/

    ideas.data.gov.sg

    apps4africa.org

    Water Hackathon water.worldbank.org

    spaceappschallenge.org

    wbchallenge.imaginatik.com

    8.2

    http://www.date.gov.md/

    8.3.4

    150

  • 2014

    169

    31000

    15%

    2013 10

    8.4

  • 2014

    170

  • 2014

  • 2014

    A.1.

    A.2. TII

    A.3.

    A.4.

    A.5.

    A.6.

    A.7.

    A.8.

    177

    179

    180

    182

    184

    187

    189

    189

    68 2013 9

    4582 200

    1

    2014

  • 2014

    174

    2020

    2000

    2015

    http://gadebate.un.org/

  • 2014

    175

  • 2014

    176

  • 2014

    177

    A.1.

    1

    2

    3

    193

  • 2014

    178

    OSI

    TIIHCI

    EDGI=1/3 +

    +

    Z

    Z Z

    Z

    Z x =

    x

    0 1 EGDI

    EGDI

    EDGI

    A.1. EDGI

    OSI1/3

    TII1/3

    HCI1/3

    EGDI

    OSI

    TII

    HCI

    x

  • 2014

    179

    A.2. TII

    A.2. TII 10

    1.38 100 8

    90

    2014

    100 100

    100 100 100

    2008

    2012 2014

    2002

    Z Z

    TII

    1/51

    1/

    1/

    5

    5

    1/5

    1/5

    100

    100

    100

    100

    100

  • 2014

    180

    A.1. 2003-2014

    TII2002 TII2003 TII2004 TII2005 TII2008 TII2010 TII2012 TII2014

    = Z

    + Z

    + Z

    + Z

    + Z

    1.3813 -1.1358

    2.3640

    =[1.3813--1.1358]/[2.3640--1.1358]=0.7192

    A.3 2014 1

    2

    2002

  • 2014

    181

    2015

    1. 15

    2.

    3.

    4. 25

    Z Z

    1/3 2/9,

    A.3.

    HCI

    1/3

    2/9

    2/92/9 (%)

    (%)

  • 2014

    182

    =

    1/3 Z +

    2/9 Z +

    2/9 Z +

    2/9 Z

    0.8438

    3.2354, 1.2752

    = =0.9044[0.8348-(-3.2354)]

    [1.2752-(-3.2354)]

    A.2 2003-2014

    (2002,2003,2004,2005,2006,2010,2012 2014

    - -

    2010

    A.4. 2012 2014

  • 2014

    183

    90

    2013 5 2013 6

    2013 5 6

    2013 7 8

    8.4

  • 2014

    184

    2014

    0~1

    1140153

    = =0.7451

    A.5. URL

    URL

    URL 2012 50 80

    URL

    (114-0)

    (153-0)

  • 2014

    185

    /

    www.valtioneuvosto.fi

    www.suomi.fi

    www.kansalaisaloite.fi otakantaa.fi

    6

  • 2014

    186

    URL URL

    A.4

  • 2014

    187

    2.0

    A.6.

    8.1

  • 2014

    188

    2014

    29 0 38

    x = =0.7632

    2014

    A B C B C

    EPI D A B C

    D 2012

    29-0

    38-0

    A.1.

  • 2014

    189

    A.7. http://

    unstats.un.org/unsd/methods/m49/m49regin.htm

    2012

    1025

    1026 4035

    4036 12475 12476

    http://data.worldbank.org/about/country-

    classifications

    http://www.unohrlls.org/en/ldc/25/

    A.8.

    2014

    200320042005200820102012

    http://

    unpan3.un.org/egovkb/

  • 2014

    190

    1.

    EGDI

    173 0.1900 0.1811 0.1472 0.2418

    84 0.5046 0.4488 0.3548 0.7100

    136 0.3106 0.0787 0.1989 0.6543

    43 0.6426 0.4331 0.7671 0.7277

    140 0.2970 0.2992 0.0978 0.4941

    60 0.5927 0.4173 0.5938 0.7669

    46 0.6306 0.5512 0.4835 0.8571

    61 0.5897 0.6142 0.3889 0.7660

    2 0.9103 0.9291 0.8041 0.9978

    20 0.7912 0.7480 0.7597 0.8660

    68 0.5472 0.4331 0.4605 0.7480

    92 0.4900 0.3386 0.4176 0.7138

    18 0.8089 0.9370 0.7055 0.7840

    148 0.2757 0.3465 0.0941 0.3866

    59 0.5933 0.2205 0.6730 0.8865

    55 0.6053 0.3228 0.6069 0.8861

    25 0.7564 0.6772 0.6988 0.8932

    120 0.3774 0.3780 0.1530 0.6012

    180 0.1685 0.1102 0.1196 0.2756

    143 0.2829 0.2441 0.1755 0.4290

    103 0.4562 0.3937 0.2324 0.7424

    97 0.4707 0.2835 0.3998 0.7288

    112 0.4198 0.3071 0.2969 0.6555

    57 0.6008 0.5984 0.4668 0.7372

    86 0.5042 0.3622 0.3690 0.7815

    73 0.5421 0.2362 0.5941 0.7960

    178 0.1804 0.2992 0.0842 0.1578

    172 0.1928 0.0157 0.0233 0.5393

    139 0.2999 0.1732 0.2075 0.5189

    144 0.2782 0.1969 0.0958 0.5421

    11 0.8418 0.9134 0.7168 0.8952

    127 0.3551 0.1654 0.2966 0.6032

    187 0.1257 0.0394 0.0280 0.3099

    189 0.1076 0.0472 0.0415 0.2341

    33 0.7122 0.8189 0.4940 0.8236

  • 2014

    191

    EGDI

    70 0.5450 0.6063 0.3554 0.6734

    50 0.6173 0.7874 0.3297 0.7348

    177 0.1808 0.0157 0.0604 0.4662

    160 0.2570 0.1024 0.1453 0.5233

    54 0.6061 0.6142 0.4461 0.7582

    171 0.2039 0.1732 0.1392 0.2992

    47 0.6282 0.4646 0.6271 0.7928

    116 0.3917 0.2283 0.0969 0.8497

    58 0.5958 0.4724 0.5320 0.7828

    53 0.6070 0.3701 0.5753 0.8755

    149 0.2753 0.0079 0.0173 0.8007

    183 0.1551 0.0472 0.0337 0.3845

    16 0.8162 0.6614 0.8740 0.9132

    184 0.1456 0.0630 0.0556 0.3182

    110 0.4338 0.1890 0.4424 0.6701

    107 0.4481 0.3858 0.2945 0.6639

    83 0.5053 0.4803 0.3318 0.7037

    80 0.5129 0.5906 0.3571 0.5912

    88 0.4989 0.5354 0.3198 0.6414

    168 0.2268 0.0315 0.1200 0.5288

    192 0.0908 0.0000 0.0000 0.2723

    15 0.8180 0.7717 0.7934 0.8889

    157 0.2589 0.4567 0.0266 0.2934

    85 0.5044 0.3937 0.2872 0.8322

    10 0.8449 0.7717 0.8594 0.9037

    4 0.8938 1.0000 0.8003 0.8812

    131 0.3294 0.0945 0.2260 0.6677

    167 0.2285 0.2047 0.1482 0.3326

    56 0.6047 0.5984 0.4261 0.7895

    21 0.7864 0.6693 0.8038 0.8862

    123 0.3735 0.3150 0.2444 0.5613

    34 0.7118 0.6063 0.6549 0.8741

    78 0.5220 0.3465 0.4029 0.8166

    133 0.3160 0.1496 0.2713 0.5272

    190 0.0954 0.0000 0.0504 0.2359

    182 0.1609 0.0079 0.0878 0.3869

    124 0.3695 0.2441 0.2344 0.6301

    176 0.1809 0.1102 0.0952 0.3372

    1.

  • 2014

    192

    EGDI

    114 0.4083 0.4016 0.1951 0.6281

    39 0.6637 0.5591 0.5654 0.8668

    19 0.7970 0.6142 0.8591 0.9178

    118 0.3834 0.5433 0.1372 0.4698

    106 0.4487 0.3622 0.3054 0.6786

    105 0.4508 0.3701 0.2940 0.6882

    134 0.3141 0.1969 0.2173 0.5283

    22 0.7810 0.6772 0.7039 0.9619

    17 0.8162 0.8740 0.7200 0.8545

    23 0.7593 0.7480 0.6747 0.8552

    109 0.4388 0.3150 0.2753 0.7262

    6 0.8874 0.9449 0.8553 0.8621

    79 0.5167 0.5197 0.3104 0.7202

    28 0.7283 0.7480 0.5749 0.8619

    119 0.3805 0.4252 0.1612 0.5552

    132 0.3201 0.2126 0.0665 0.6812

    49 0.6268 0.5748 0.5862 0.7194

    101 0.4657 0.2756 0.3801 0.7413

    152 0.2659 0.1417 0.1618 0.4941

    31 0.7178 0.7008 0.6237 0.8288

    89 0.4982 0.3543 0.4030 0.7374

    153 0.2629 0.1575 0.1179 0.5135

    179 0.1768 0.0787 0.0763 0.3754

    121 0.3753 0.0157 0.3281 0.7821

    35 0.6982 0.5118 0.7468 0.8361

    29 0.7271 0.7559 0.5697 0.8557

    24 0.7591 0.6220 0.8723 0.7830

    155 0.2606 0.2441 0.0488 0.4889

    166 0.2321 0.1732 0.0484 0.4746

    52 0.6115 0.6772 0.4455 0.7119

    94 0.4813 0.3622 0.3952 0.6865

    181 0.1634 0.1339 0.1350 0.2212

    40 0.6518 0.4016 0.7683 0.7855

    142 0.2851 0.1102 0.0448 0.7002

    174 0.1893 0.0472 0.1626 0.3581

    76 0.5338 0.4724 0.4406 0.6882

    63 0.1893 0.0472 0.1626 0.3581

    130 0.3337 0.1890 0.1099 0.7023

    1.

  • 2014

    193

    EGDI

    38 0.6715 0.2205 1.0000 0.7940

    65 0.5581 0.6142 0.2714 0.7887

    45 0.6346 0.5276 0.5481 0.8279

    82 0.5060 0.6929 0.3350 0.4901

    164 0.2384 0.3150 0.0545 0.3457

    175 0.1869 0.0236 0.0084 0.5288

    117 0.3880 0.3228 0.2719 0.5693

    145 0.2776 0.0551 0.2159 0.5617

    165 0.2344 0.1575 0.1684 0.3774

    5 0.8897 0.9291 0.8175 0.9224

    9 0.8644 0.8425 0.7506 1.0000

    147 0.2759 0.0945 0.1692 0.5639

    191 0.0946 0.1260 0.0385 0.1192

    141 0.2929 0.3071 0.1905 0.3811

    13 0.8357 0.7559 0.8133 0.9380

    48 0.6273 0.7323 0.4873 0.6624

    158 0.2580 0.3228 0.1174 0.3337

    108 0.4415 0.1654 0.3592 0.7999

    77 0.5242 0.3701 0.4571 0.7455

    188 0.1203 0.0079 0.0530 0.3000

    122 0.3740 0.2283 0.2236 0.6700

    72 0.5435 0.6299 0.2718 0.7289

    95 0.4768 0.4803 0.2451 0.7051

    42 0.6482 0.5433 0.5618 0.8396

    37 0.6900 0.6378 0.6094 0.8227

    44 0.6362 0.6535 0.5879 0.6671

    1 0.9462 0.9764 0.9350 0.9273

    66 0.5571 0.5276 0.4236 0.7201

    64 0.5632 0.4409 0.4385 0.8100

    27 0.7296 0.7087 0.6413 0.8388

    125 0.3589 0.5118 0.0828 0.4820

    90 0.4980 0.1339 0.6321 0.7279

    104 0.4525 0.2441 0.4000 0.7133

    113 0.4158 0.1575 0.3810 0.7088

    111 0.4204 0.2441 0.2672 0.7499

    62 0.5823 0.2756 0.6358 0.8354

    169 0.2218 0.0079 0.1398 0.5177

    36 0.6900 0.7717 0.5523 0.7461

    1.

  • 2014

    194

    1.

    EGDI

    151 0.2666 0.3071 0.1644 0.3283

    69 0.5472 0.3937 0.4681 0.7796

    81 0.5113 0.3307 0.4721 0.7310

    186 0.1329 0.0472 0.0821 0.2692

    3 0.9076 0.9921 0.8793 0.8515

    51 0.6148 0.4882 0.5296 0.8265

    41 0.6505 0.4252 0.6193 0.9072

    170 0.2087 0.0551 0.1008 0.4702

    193 0.0139 0.0157 0.0259 0.0000

    93 0.4869 0.3858 0.3466 0.7282

    185 0.1418 0.0079 0.0141 0.4035

    12 0.8410 0.9449 0.6629 0.9152

    74 0.5418 0.6535 0.2341 0.7376

    154 0.2606 0.2913 0.1847 0.3059

    115 0.4045 0.1417 0.3968 0.6749

    138 0.3056 0.1339 0.1629 0.6200

    14 0.8225 0.7008 0.8866 0.8802

    30 0.7267 0.5039 0.8199 0.8562

    135 0.3134 0.1575 0.1992 0.5835

    129 0.3395 0.0630 0.2306 0.7249

    102 0.4631 0.4409 0.2843 0.6640

    96 0.4720 0.2441 0.4521 0.7198

    161 0.2528 0.2047 0.0704 0.4831

    162 0.2446 0.1102 0.0836 0.5401

    98 0.4706 0.3465 0.2348 0.8304

    91 0.4932 0.3307 0.4543 0.6945

    75 0.5390 0.6378 0.3074 0.6717

    71 0.5443 0.5591 0.3605 0.7133

    128 0.3511 0.0866 0.2189 0.7478

    137 0.3059 0.0394 0.1761 0.7022

    156 0.2593 0.1496 0.1011 0.5271

    87 0.5032 0.2677 0.3802 0.8616

    32 0.7136 0.8819 0.5932 0.6657

    8 0.8695 0.8976 0.8534 0.8574

    146 0.2764 0.2992 0.0808 0.4492

    7 0.8748 0.9449 0.7406 0.9390

    26 0.7420 0.8504 0.5607 0.8148

  • 2014

    195

    EGDI

    100 0.4695 0.4488 0.2333 0.7264

    159 0.2571 0.0787 0.1188 0.5736

    67 0.5564 0.5512 0.3495 0.7685

    99 0.4705 0.4173 0.3792 0.6148

    150 0.2720 0.3071 0.1249 0.3840

    163 0.2389 0.1417 0.1247 0.4504

    126 0.3585 0.3071 0.2238 0.5445

    EGDI 0.2661 0.2011 0.1478 0.4492 0.5074 0.4216 0.3805 0.7202 0.4951 0.4652 0.3584 0.6615 0.6936 0.5695 0.6678 0.8434 0.4086 0.2621 0.2564 0.7073 0.4712 0.3919 0.3650 0.6566

    EGDI 0.4069 0.2520 0.3033 0.6654 0.3368 0.2710 0.2025 0.5368 0.2121 0.1475 0.0929 0.3960

    EGDI 0.7207 0.6503 0.6845 0.8343 0.4828 0.3709 0.3522 0.7253 0.3523 0.3076 0.2307 0.5787 0.2094 0.1523 0.0876 0.3884

    1.

  • 2014

    196

    EGDI

    136 0.3106 0.0787 0.1989 0.6543

    140 0.2970 0.2992 0.0978 0.4941

    180 0.1685 0.1102 0.1196 0.2756

    112 0.4198 0.3071 0.2969 0.6555

    178 0.1804 0.2992 0.0842 0.1578

    172 0.1928 0.0157 0.0233 0.5393

    144 0.2782 0.1969 0.0958 0.5421

    127 0.3551 0.1654 0.2966 0.6032

    187 0.1257 0.0394 0.0280 0.3099

    189 0.1076 0.0472 0.0415 0.2341

    177 0.1808 0.0157 0.0604 0.4662

    160 0.2570 0.1024 0.1453 0.5233

    171 0.2039 0.1732 0.1392 0.2992

    183 0.1551 0.0472 0.0337 0.3845

    184 0.1456 0.0630 0.0556 0.3182

    80 0.5129 0.5906 0.3571 0.5912

    168 0.2268 0.0315 0.1200 0.5288

    192 0.0908 0.0000 0.0000 0.2723

    157 0.2589 0.4567 0.0266 0.2934

    131 0.3294 0.0945 0.2260 0.6677

    167 0.2285 0.2047 0.1482 0.3326

    123 0.3735 0.3150 0.2444 0.5613

    190 0.0954 0.0000 0.0504 0.2359

    182 0.1609 0.0079 0.0878 0.3869

    119 0.3805 0.4252 0.1612 0.5552

    153 0.2629 0.1575 0.1179 0.5135

    179 0.1768 0.0787 0.0763 0.3754

    121 0.3753 0.0157 0.3281 0.7821

    155 0.2606 0.2441 0.0488 0.4889

    166 0.2321 0.1732 0.0484 0.4746

    181 0.1634 0.1339 0.1350 0.2212

    174 0.1893 0.0472 0.1626 0.3581

    76 0.5338 0.4724 0.4406 0.6882

    82 0.5060 0.6929 0.3350 0.4901

    164 0.2384 0.3150 0.0545 0.3457

    117 0.3880 0.3228 0.2719 0.5693

    191 0.0946 0.1260 0.0385 0.1192

    2.

  • 2014

    197

    EGDI

    141 0.2929 0.3071 0.1905 0.3811

    125 0.3589 0.5118 0.0828 0.4820

    169 0.2218 0.0079 0.1398 0.5177

    151 0.2666 0.3071 0.1644 0.3283

    81 0.5113 0.3307 0.4721 0.7310

    186 0.1329 0.0472 0.0821 0.2692

    193 0.0139 0.0157 0.0259 0.0000

    93 0.4869 0.3858 0.3466 0.7282

    185 0.1418 0.0079 0.0141 0.4035

    154 0.2606 0.2913 0.1847 0.3059

    138 0.3056 0.1339 0.1629 0.6200

    162 0.2446 0.1102 0.0836 0.5401

    75 0.5390 0.6378 0.3074 0.6717

    156 0.2593 0.1496 0.1011 0.5271

    146 0.2764 0.2992 0.0808 0.4492

    163 0.2389 0.1417 0.1247 0.4504

    126 0.3585 0.3071 0.2238 0.5445

    2.

  • 2014

    198

    EGDI

    60 0.5927 0.4173 0.5938 0.7669

    46 0.6306 0.5512 0.4835 0.8571

    92 0.4900 0.3386 0.4176 0.7138

    59 0.5933 0.2205 0.6730 0.8865

    120 0.3774 0.3780 0.1530 0.6012

    103 0.4562 0.3937 0.2324 0.7424

    57 0.6008 0.5984 0.4668 0.7372

    11 0.8418 0.9134 0.7168 0.8952

    33 0.7122 0.8189 0.4940 0.8236

    50 0.6173 0.7874 0.3297 0.7348

    54 0.6061 0.6142 0.4461 0.7582

    116 0.3917 0.2283 0.0969 0.8497

    110 0.4338 0.1890 0.4424 0.6701

    107 0.4481 0.3858 0.2945 0.6639

    83 0.5053 0.4803 0.3318 0.7037

    88 0.4989 0.5354 0.3198 0.6414

    78 0.5220 0.3465 0.4029 0.8166

    133 0.3160 0.1496 0.2713 0.5272

    124 0.3695 0.2441 0.2344 0.6301

    176 0.1809 0.1102 0.0952 0.3372

    114 0.4083 0.4016 0.1951 0.6281

    109 0.4388 0.3150 0.2753 0.7262

    63 0.5733 0.6614 0.3139 0.7445

    147 0.2759 0.0945 0.1692 0.5639

    77 0.5242 0.3701 0.4571 0.7455

    122 0.3740 0.2283 0.2236 0.6700

    72 0.5435 0.6299 0.2718 0.7289

    90 0.4980 0.1339 0.6321 0.7279

    104 0.4525 0.2441 0.4000 0.7133

    113 0.4158 0.1575 0.3810 0.7088

    115 0.4045 0.1417 0.3968 0.6749

    91 0.4932 0.3307 0.4543 0.6945

    7 0.8748 0.9449 0.7406 0.9390

    26 0.7420 0.8504 0.5607 0.8148

    67 0.5564 0.5512 0.3495 0.7685

    3.

  • 2014

    199

    EGDI

    173 0.1900 0.1811 0.1472 0.2418

    61 0.5897 0.6142 0.3889 0.7660

    68 0.5472 0.4331 0.4605 0.7480

    18 0.8089 0.9370 0.7055 0.7840

    148 0.2757 0.3465 0.0941 0.3866

    143 0.2829 0.2441 0.1755 0.4290

    86 0.5042 0.3622 0.3690 0.7815

    139 0.2999 0.1732 0.2075 0.5189

    70 0.5450 0.6063 0.3554 0.6734

    58 0.5958 0.4724 0.5320 0.7828

    149 0.2753 0.0079 0.0173 0.8007

    56 0.6047 0.5984 0.4261 0.7895

    118 0.3834 0.5433 0.1372 0.4698

    106 0.4487 0.3622 0.3054 0.6786

    105 0.4508 0.3701 0.2940 0.6882

    134 0.3141 0.1969 0.2173 0.5283

    17 0.8162 0.8740 0.7200 0.8545

    6 0.8874 0.9449 0.8553 0.8621

    79 0.5167 0.5197 0.3104 0.7202

    28 0.7283 0.7480 0.5749 0.8619

    49 0.6268 0.5748 0.5862 0.7194

    101 0.4657 0.2756 0.3801 0.7413

    152 0.2659 0.1417 0.1618 0.4941

    89 0.4982 0.3543 0.4030 0.7374

    52 0.6115 0.6772 0.4455 0.7119

    94 0.4813 0.3622 0.3952 0.6865

    65 0.5581 0.6142 0.2714 0.7887

    175 0.1869 0.0236 0.0084 0.5288

    165 0.2344 0.1575 0.1684 0.3774

    48 0.6273 0.7323 0.4873 0.6624

    158 0.2580 0.3228 0.1174 0.3337

    95 0.4768 0.4803 0.2451 0.7051

    44 0.6362 0.6535 0.5879 0.6671

    1 0.9462 0.9764 0.9350 0.9273

    36 0.6900 0.7717 0.5523 0.7461

    3 0.9076 0.9921 0.8793 0.8515

    74 0.5418 0.6535 0.2341 0.7376

    135 0.3134 0.1575 0.1992 0.5835

    4.

  • 2014

    200

    EGDI

    129 0.3395 0.0630 0.2306 0.7249

    102 0.4631 0.4409 0.2843 0.6640

    161 0.2528 0.2047 0.0704 0.4831

    71 0.5443 0.5591 0.3605 0.7133

    128 0.3511 0.0866 0.2189 0.7478

    32 0.7136 0.8819 0.5932 0.6657

    100 0.4695 0.4488 0.2333 0.7264

    99 0.4705 0.4173 0.3792 0.6148

    150 0.2720 0.3071 0.1249 0.3840

    4.

  • 2014

    201

    EGDI

    84 0.5046 0.4488 0.3548 0.7100

    43 0.6426 0.4331 0.7671 0.7277

    20 0.7912 0.7480 0.7597 0.8660

    55 0.6053 0.3228 0.6069 0.8861

    25 0.7564 0.6772 0.6988 0.8932

    97 0.4707 0.2835 0.3998 0.7288

    73 0.5421 0.2362 0.5941 0.7960

    47 0.6282 0.4646 0.6271 0.7928

    53 0.6070 0.3701 0.5753 0.8755

    16 0.8162 0.6614 0.8740 0.9132

    15 0.8180 0.7717 0.7934 0.8889

    10 0.8449 0.7717 0.8594 0.9037

    4 0.8938 1.0000 0.8003 0.8812

    21 0.7864 0.6693 0.8038 0.8862

    34 0.7118 0.6063 0.6549 0.8741

    39 0.6637 0.5591 0.5654 0.8668

    19 0.7970 0.6142 0.8591 0.9178

    22 0.7810 0.6772 0.7039 0.9619

    23 0.7593 0.7480 0.6747 0.8552

    31 0.7178 0.7008 0.6237 0.8288

    35 0.6982 0.5118 0.7468 0.8361

    29 0.7271 0.7559 0.5697 0.8557

    24 0.7591 0.6220 0.8723 0.7830

    40 0.6518 0.4016 0.7683 0.7855

    38 0.6715 0.2205 1.0000 0.7940

    45 0.6346 0.5276 0.5481 0.8279

    5 0.8897 0.9291 0.8175 0.9224

    13 0.8357 0.7559 0.8133 0.9380

    42 0.6482 0.5433 0.5618 0.8396

    37 0.6900 0.6378 0.6094 0.8227

    66 0.5571 0.5276 0.4236 0.7201

    64 0.5632 0.4409 0.4385 0.8100

    27 0.7296 0.7087 0.6413 0.8388

    62 0.5823 0.2756 0.6358 0.8354

    69 0.5472 0.3937 0.4681 0.7796

    51 0.6148 0.4882 0.5296 0.8265

    41 0.6505 0.4252 0.6193 0.9072

    12 0.8410 0.9449 0.6629 0.9152

    5.

  • 2014

    202

    EGDI

    14 0.8225 0.7008 0.8866 0.8802

    30 0.7267 0.5039 0.8199 0.8562

    96 0.4720 0.2441 0.4521 0.7198

    87 0.5032 0.2677 0.3802 0.8616

    8 0.8695 0.8976 0.8534 0.8574

    5.

  • 2014

    203

    EGDI

    2 0.9103 0.9291 0.8041 0.9978

    85 0.5044 0.3937 0.2872 0.8322

    132 0.3201 0.2126 0.0665 0.6812

    142 0.2851 0.1102 0.0448 0.7002

    130 0.3337 0.1890 0.1099 0.7023

    145 0.2776 0.0551 0.2159 0.5617

    9 0.8644 0.8425 0.7506 1.0000

    108 0.4415 0.1654 0.3592 0.7999

    188 0.1203 0.0079 0.0530 0.3000

    111 0.4204 0.2441 0.2672 0.7499

    170 0.2087 0.0551 0.1008 0.4702

    98 0.4706 0.3465 0.2348 0.8304

    137 0.3059 0.0394 0.1761 0.7022

    159 0.2571 0.0787 0.1188 0.5736

    6.

  • 2014

    204

    EGDI

    60 0.5927 0.4173 0.5938 0.7669

    92 0.4900 0.3386 0.4176 0.7138

    18 0.8089 0.9370 0.7055 0.7840

    59 0.5933 0.2205 0.6730 0.8865

    120 0.3774 0.3780 0.1530 0.6012

    127 0.3551 0.1654 0.2966 0.6032

    177 0.1808 0.0157 0.0604 0.4662

    116 0.3917 0.2283 0.0969 0.8497

    110 0.4338 0.1890 0.4424 0.6701

    107 0.4481 0.3858 0.2945 0.6639

    85 0.5044 0.3937 0.2872 0.8322

    78 0.5220 0.3465 0.4029 0.8166

    182 0.1609 0.0079 0.0878 0.3869

    124 0.3695 0.2441 0.2344 0.6301

    176 0.1809 0.1102 0.0952 0.3372

    109 0.4388 0.3150 0.2753 0.7262

    132 0.3201 0.2126 0.0665 0.6812

    94 0.4813 0.3622 0.3952 0.6865

    142 0.2851 0.1102 0.0448 0.7002

    76 0.5338 0.4724 0.4406 0.6882

    130 0.3337 0.1890 0.1099 0.7023

    145 0.2776 0.0551 0.2159 0.5617

    108 0.4415 0.1654 0.3592 0.7999

    188 0.1203 0.0079 0.0530 0.3000

    90 0.4980 0.1339 0.6321 0.7279

    104 0.4525 0.2441 0.4000 0.7133

    113 0.4158 0.1575 0.3810 0.7088

    111 0.4204 0.2441 0.2672 0.7499

    169 0.2218 0.0079 0.1398 0.5177

    81 0.5113 0.3307 0.4721 0.7310

    3 0.9076 0.9921 0.8793 0.8515

    170 0.2087 0.0551 0.1008 0.4702

    115 0.4045 0.1417 0.3968 0.6749

    161 0.2528 0.2047 0.0704 0.4831

    98 0.4706 0.3465 0.2348 0.8304

    91 0.4932 0.3307 0.4543 0.6945

    137 0.3059 0.0394 0.1761 0.7022

    159 0.2571 0.0787 0.1188 0.5736

    7.

  • 2014

    205

    EGDI

    173 0.1900 0.1811 0.1472 0.2418

    61 0.5897 0.6142 0.3889 0.7660

    68 0.5472 0.4331 0.4605 0.7480

    143 0.2829 0.2441 0.1755 0.4290

    103 0.4562 0.3937 0.2324 0.7424

    112 0.4198 0.3071 0.2969 0.6555

    178 0.1804 0.2992 0.0842 0.1578

    172 0.1928 0.0157 0.0233 0.5393

    187 0.1257 0.0394 0.0280 0.3099

    189 0.1076 0.0472 0.0415 0.2341

    157 0.2589 0.4567 0.0266 0.2934

    28 0.7283 0.7480 0.5749 0.8619

    101 0.4657 0.2756 0.3801 0.7413

    152 0.2659 0.1417 0.1618 0.4941

    153 0.2629 0.1575 0.1179 0.5135

    166 0.2321 0.1732 0.0484 0.4746

    181 0.1634 0.1339 0.1350 0.2212

    65 0.5581 0.6142 0.2714 0.7887

    165 0.2344 0.1575 0.1684 0.3774

    191 0.0946 0.1260 0.0385 0.1192

    122 0.3740 0.2283 0.2236 0.6700

    66 0.5571 0.5276 0.4236 0.7201

    125 0.3589 0.5118 0.0828 0.4820

    138 0.3056 0.1339 0.1629 0.6200

    129 0.3395 0.0630 0.2306 0.7249

    96 0.4720 0.2441 0.4521 0.7198

    128 0.3511 0.0866 0.2189 0.7478

    156 0.2593 0.1496 0.1011 0.5271

    100 0.4695 0.4488 0.2333 0.7264

    163 0.2389 0.1417 0.1247 0.4504

    126 0.3585 0.3071 0.2238 0.5445

    8.

  • 2014

    206

    EGDI

    173 0.1900 0.1811 0.1472 0.2418

    140 0.2970 0.2992 0.0978 0.4941

    148 0.2757 0.3465 0.0941 0.3866

    180 0.1685 0.1102 0.1196 0.2756

    143 0.2829 0.2441 0.1755 0.4290

    178 0.1804 0.2992 0.0842 0.1578

    172 0.1928 0.0157 0.0233 0.5393

    139 0.2999 0.1732 0.2075 0.5189

    187 0.1257 0.0394 0.0280 0.3099

    189 0.1076 0.0472 0.0415 0.2341

    177 0.1808 0.0157 0.0604 0.4662

    183 0.1456 0.0630 0.0556 0.3182

    184 () 0.1551 0.0472 0.0337 0.3845

    168 0.2268 0.0315 0.1200 0.5288

    192 0.0908 0.0000 0.0000 0.2723

    157 0.2589 0.4567 0.0266 0.2934

    167 0.2285 0.2047 0.1482 0.3326

    190 0.0954 0.0000 0.0504 0.2359

    182 0.1609 0.0079 0.0878 0.3869

    176 0.1809 0.1102 0.0952 0.3372

    132 0.3201 0.2126 0.0665 0.6812

    152 0.2659 0.1417 0.1618 0.4941

    153 0.2629 0.1575 0.1179 0.5135

    179 0.1768 0.0787 0.0763 0.3754

    155 0.2606 0.2441 0.0488 0.4889

    166 0.2321 0.1732 0.0484 0.4746

    181 0.1634 0.1339 0.1350 0.2212

    174 0.1893 0.0472 0.1626 0.3581

    164 0.2384 0.3150 0.0545 0.3457

    175 0.1869 0.0236 0.0084 0.5288

    165 0.2344 0.1575 0.1684 0.3774

    191 0.0946 0.1260 0.0385 0.1192

    125 0.3589 0.5118 0.0828 0.4820

    169 0.2218 0.0079 0.1398 0.5177

    151 0.2666 0.3071 0.1644 0.3283

    186 0.1329 0.0472 0.0821 0.2692

    170 0.2087 0.0551 0.1008 0.4702

    9.

  • 2014

    207

    EGDI

    193 0.0139 0.0157 0.0259 0.0000

    185 0.1418 0.0079 0.0141 0.4035

    154 0.2606 0.2913 0.1847 0.3059

    161 0.2528 0.2047 0.0704 0.4831

    162 0.2446 0.1102 0.0836 0.5401

    137 0.3059 0.0394 0.1761 0.7022

    156 0.2593 0.1496 0.1011 0.5271

    146 0.2764 0.2992 0.0808 0.4492

    159 0.2571 0.0787 0.1188 0.5736

    150 0.2720 0.3071 0.1249 0.3840

    163 0.2389 0.1417 0.1247 0.4504

    9.

  • 2014

    208

    0.1811 38 23 5 18 20

    0.4488 88 27 21 44 42

    0.0787 16 18 2 9 11

    0.4331 78 57 9 24 41

    0.2992 59 50 0 12 29

    0.4173 78 41 16 29 39

    0.5512 91 66 26 24 50

    0.6142 94 61 33 41 56

    0.9291 100 75 88 65 82

    0.7480 100 75 51 44 67

    0.4331 81 36 28 24 41

    0.3386 53 34 14 35 33

    0.9370 94 80 84 74 82

    0.3465 75 34 14 18 33

    0.2205 41 20 12 24 23

    0.3228 81 16 14 26 31

    0.6772 94 64 42 50 61

    0.3780 66 50 16 15 36

    0.1102 47 7 2 6 14

    0.2441 69 23 2 15 25

    0.3937 69 39 16 32 37

    0.2835 56 41 7 12 28

    0.3071 72 36 5 15 30

    0.5984 100 68 28 26 54

    0.3622 34 39 28 38 35

    0.2362 59 30 0 15 24

    0.2992 38 41 9 32 29

    0.0157 19 7 0 0 6

    0.1732 50 18 5 9 19

    0.1969 47 25 7 9 21

    0.9134 100 73 84 68 80

    0.1654 34 16 12 15 18

    0.0394 13 11 5 3 8

    0.0472 19 11 5 0 8

    0.8189 100 57 70 71 73

    0.6063 100 57 37 32 55

    0.7874 88 75 56 65 70

    10.

  • 2014

    209

    0.0157 19 7 0 0 6

    0.1024 22 16 9 6 13

    0.6142 94 55 37 44 56

    0.1732 38 25 5 12 19

    0.4646 59 68 26 18 43

    0.2283 69 18 7 9 24

    0.4724 59 43 37 38 44

    0.3701 53 45 23 21 35

    0.0079 9 7 2 3 5

    0.0472 25 5 2 6 8

    0.6614 97 70 33 44 59

    0.0630 25 7 0 12 10

    0.1890 38 30 9 6 20

    0.3858 53 50 21 24 37

    0.4803 88 52 19 26 44

    0.5906 81 52 33 56 54

    0.5354 94 55 30 24 49

    0.0315 9 14 0 6 7

    0.0000 9 9 0 0 5

    0.7717 100 66 56 59 69

    0.4567 53 48 28 44 42

    0.3937 75 36 21 24 37

    0.7717 100 70 47 65 69

    1.0000 100 73 91 91 88

    0.0945 31 16 2 3 12

    0.2047 56 23 2 12 22

    0.5984 91 57 44 29 54

    0.6693 97 68 47 32 60

    0.3150 78 18 19 18 31

    0.6063 81 59 42 41 55

    0.3465 75 41 7 18 33

    0.1496 25 27 9 6 17

    0.0000 9 7 0 3 5

    0.0079 9 7 2 3 5

    0.2441 63 30 5 9 25

    0.1102 28 16 2 12 14

    0.4016 59 48 26 21 38

    0.5591 88 70 37 9 51

    0.6142 84 57 49 35 56

    10.

  • 2014

    210

    0.5433 97 59 21 29 50

    0.3622 69 34 9 35 35

    0.3701 59 48 19 18 35

    0.1969 41 25 5 18 21

    0.6772 91 64 42 53 61

    0.8740 97 73 88 50 77

    0.7480 97 66 51 59 67

    0.3150 53 36 21 15 31

    0.9449 97 73 79 88 83

    0.5197 91 41 21 50 48

    0.7480 94 45 77 56 67

    0.4252 94 32 23 21 40

    0.2126 44 27 12 9 22

    0.5748 84 52 37 41 52

    0.2756 81 27 2 9 27

    0.1417 50 14 2 6 16

    0.7008 91 66 47 53 63

    0.3543 66 41 14 21 34

    0.1575 44 16 2 15 18

    0.0787 19 11 7 9 11

    0.0157 9 11 2 0 6

    0.5118 56 61 33 38 47

    0.7559 94 70 49 62 67

    0.6220 94 59 42 35 56

    0.2441 75 18 5 12 25

    0.1732 63 14 0 9 19

    0.6772 84 73 40 50 61

    0.3622 66 48 14 15 35

    0.1339 47 14 0 9 16

    0.4016 88 43 14 15 38

    0.1102 47 14 0 0 14

    0.0472 25 7 0 6 8

    0.4724 88 64 9 21 44

    0.6614 97 73 40 32 59

    ( 0.1890 56 23 2 6 20

    0.2205 16 45 14 12 23

    0.6142 88 57 42 41 56

    0.5276 84 68 12 35 48

    0.6929 94 61 40 62 62

    0.3150 69 41 5 15 31

    0.0236 13 11 0 3 7

  • 2014

    211

    0.3228 69 32 14 18 31

    0.0551 22 11 2 3 9

    0.1575 59 11 2 6 18

    0.9291 100 75 70 88 82

    0.8425 97 66 84 53 75

    0.0945 16 14 16 3 12

    0.1260 47 14 0 6 15

    0.3071 56 36 14 18 30

    0.7559 97 77 44 56 67

    0.7323 97 64 60 44 65

    0.3228 78 25 14 18 31

    0.1654 53 16 2 9 18

    0.3701 84 36 12 18 35

    0.0079 9 11 0 0 5

    0.2283 59 25 2 15 24

    0.6299 88 55 51 38 57

    0.4803 84 57 19 24 44

    0.5433 72 59 42 26 50

    0.6378 100 55 40 44 58

    0.6535 91 61 42 47 59

    0.9764 100 82 77 88 86

    0.5276 88 55 26 32 48

    0.4409 78 45 19 29 41

    0.7087 91 77 51 35 63

    0.5118 78 64 19 32 47

    0.1339 34 18 2 12 16

    0.2441 44 32 14 12 25

    0.1575 50 16 2 9 18

    0.2441 75 20 0 15 25

    0.2756 56 39 5 15 27

    0.0079 6 14 0 0 5

    0.7717 94 68 63 53 69

    0.3071 78 32 5 15 30

    0.3937 72 52 12 18 37

    0.3307 53 30 7 47 32

    0.0472 13 16 5 0 8

    0.9921 100 89 88 71 87

    0.4882 84 50 16 38 45

    10.

  • 2014

    212

    0.4252 63 64 7 29 40

    0.0551 19 14 2 3 9

    0.0157 6 16 0 0 6

    0.3858 75 43 12 24 37

    0.0079 16 5 2 0 5

    0.9449 100 93 70 71 83

    0.6535 88 73 28 53 59

    0.2913 66 20 2 38 29

    0.1417 50 14 0 9 16

    0.1339 50 16 0 3 16

    0.7008 91 70 44 50 63

    0.5039 56 66 21 44 46

    0.1575 19 7 12 38 18

    0.0630 31 7 2 3 10

    0.4409 94 34 14 35 41

    0.2441 50 34 5 15 25

    0.2047 47 25 7 12 22

    0.1102 41 16 2 0 14

    0.3465 69 41 12 18 33

    0.3307 63 41 7 24 32

    0.6378 91 61 33 53 58

    0.5591 81 57 23 50 51

    0.0866 34 11 0 6 12

    0.0394 25 9 0 0 8

    0.1496 25 25 5 15 17

    0.2677 75 20 5 18 27

    0.8819 100 77 67 71 78

    0.8976 100 73 63 88 79

    0.2992 81 32 2 12 29

    0.9449 100 68 77 94 83

    0.8504 94 70 72 68 75

    0.4488 88 41 23 24 42

    0.0787 34 5 5 6 11

    0.5512 88 55 33 32 50

    0.4173 78 50 16 18 39

    0.3071 66 18 12 35 30

    0.1417 47 16 0 9 16

    0.3071 88 25 5 15 30

    10.

  • 2014

    213

    0.2011 45.14 23.61 6.80 14.05 21.27

    0.4216 68.21 42.73 24.52 27.56 39.57

    0.4652 72.27 43.71 28.90 33.23 43.19

    0.5695 81.32 58.25 33.32 39.26 51.85

    0.2621 51.79 26.30 16.45 14.92 26.33

    0.3919 64.48 39.88 22.00 26.85 37.11

    0.2520 50.00 28.71 11.51 15/94 25.49

    0.2710 57.16 27.93 11.25 17.65 27.07

    0.1475 38.93 20.27 4.07 10.17 17.37

    0.6503 82.10 61.49 46.13 48.29 58.55

    0.3709 67.75 39.94 16.78 22.48 35.36

    0.3076 9.71 31.14 14.25 2.96 30.11

    0.1523 39.64 18.70 5.05 9.58 17.22

  • 2014

    214

    100

    100

    100()

    100

    0.1472 5.45 0.05 60.35 0.00* 28.73

    0.3548 54.66 9.87 110.69 5.06 18.79

    0.1989 15.23 8.32 97.95 2.89 0.00

    0.7671 86.43 49.77 82.95 34.58 66.75

    0.0978 16.94 1.46 47.07 0.15 1.50

    0.5938 59.00 39.30 201.83 5.73 20.21

    0.4835 55.80 24.33 142.62 10.89 20.86

    0.3889 39.16 19.68 111.91 6.95 29.09

    0.8041 82.35 45.43 105.59 24.91 102.07

    0.7597 81.00 39.49 160.54 25.13 56.10

    0.4605 54.20 18.62 108.77 13.97 34.84

    0.4176 71.75 36.83 68.29 2.61 24.52

    0.7055 88.00 22.01 161.17 13.14 78.42

    0.0941 6.30 0.62 62.82 0.33 0.47

    0.6730 73.33 50.84 122.52 23.09 36.01

    0.6069 46.91 46.86 113.52 26.91 33.28

    0.6988 82.00 41.87 116.45 33.27 33.01

    0.1530 25.00 7.84 50.65 3.08 0.52

    0.1196 3.80 1.56 83.65 0.05 0.37

    0.1755 25.43 3.64 75.61 2.26 2.52

    0.2324 34.19 8.39 90.45 1.05 6.62

    0.3998 65.36 22.91 87.44 10.54 12.07

    0.2969 11.50 8.01 153.79 0.80 17.80

    0.4668 49.85 22.30 125.00 9.15 37.22

    0.3690 60.27 17.21 113.95 4.81 7.62

    0.5941 55.15 30.95 148.13 17.94 42.11

    0.0842 3.73 0.86 60.61 0.09 0.00

    0.0233 1.22 0.18 22.81 0.00 0.00

    0.2075 4.94 3.93 128.53 0.20 6.73

    0.0958 5.70 3.40 60.41 0.01 0.00

    0.7168 86.77 51.70 75.39 32.74 49.80

    0.2966 34.74 14.20 86.03 3.86 23.03

    0.0280 3.00 0.12 23.65 0.00 0.01

    0.0415 2.10 0.24 33.73 0.16 0.00

    0.4940 61.42 18.76 138.17 12.41 27.96

    0.3554 42.30 20.25 79.88 12.75 16.95

    0.3297 48.98 13.19 102.85 8.33 5.05

    0.0604 5.98 3.34 34.84 0.03 0.00

    0.1453 6.11 0.34 98.76 0.01 2.11

    11.

  • 2014

    215

    100

    100

    100()

    100

    0.4461 47.50 21.18 128.01 10.02 27.66

    0.1392 2.38 1.35 99.93 0.25 0.00

    0.6271 63.00 38.07 115.41 20.67 53.90

    0.0969 25.64 10.79 14.92 0.04 0.00

    0.5320 61.00 33.06 98.40 19.23 34.08

    0.5753 75.00 19.70 121.70 16.45 52.09

    0.0173 0.00 4.77 6.87 0.00 1.82

    0.0337 1.68 0.09 29.66 0.00 0.05

    0.8740 93.00 43.43 117.85 38.18 88.00

    0.0556 8.27 2.09 24.31 1.85 0.00

    0.4424 55.18 20.34 152.47 11.86 0.00

    0.2945 45.00 10.37 87.95 4.38 15.71

    0.3318 35.13 14.90 106.23 5.20 21.62

    0.3571 44.07 10.60 119.92 2.83 27.93

    0.3198 25.50 16.82 137.34 3.84 5.49

    0.1200 13.94 2.02 68.05 0.20 0.00

    0.0000 0.80 0.98 4.98 0.00 0.00

    0.7934 79.00 34.72 160.41 26.65 76.91

    0.0266 1.48 0.87 22.37 0.04 0.42

    0.2872 33.74 10.11 98.18 1.55 23.39

    0.8594 91.00 16.46 172.32 30.42 106.41

    0.8003 83.00 61.45 97.41 37.47 51.77

    0.2260 8.62 1.04 153.13 0.31 0.00

    0.1482 12.45 3.58 85.20 0.03 1.36

    0.4261 45.50 29.28 107.81 9.00 23.78

    0.8038 84.00 61.23 130.02 33.70 40.66

    0.2444 17.11 1.12 100.99 0.25 33.92

    0.6549 56.00 49.09 120.04 24.14 45.69

    0.4029 42.09 27.02 121.35 13.69 0.00

    0.2713 16.00 11.56 137.82 1.80 4.50

    0.0504 1.49 0.16 41.75 0.01 0.00

    0.0878 2.89 0.30 65.94 0.00 0.00

    0.2344 33.00 19.39 68.78 3.67 0.10

    0.0952 9.80 0.49 59.91 0.16** 0.16

    0.1951 18.12 7.69 92.87 0.77 4.76

    0.5654 72.00 29.68 116.07 22.87 24.14

    0.8591 96.21 58.00 106.18 34.71 72.24

    0.1372 12.58 2.51 69.92 1.16 4.99

    0.3054 15.36 15.39 114.22 1.21 31.59

    11.

  • 2014

    216

    100

    100

    100()

    100

    0.2940 26.00 37.63 76.10 4.03 1.34

    0.2173 7.10 5.71 81.63 0.00 37.14

    0.7039 79.00 43.88 107.21 22.72 65.87

    0.7200 73.37 47.02 120.68 22.38 65.97

    0.6747 58.00 35.57 159.69 22.15 52.15

    0.2753 46.50 9.55 96.27 4.32 1.57

    0.8553 79.05 50.51 108.73 27.74 112.40

    0.3104 41.00 6.20 128.17 2.76 10.86

    0.5749 53.32 26.67 176.58 9.78 42.27

    0.1612 32.10 0.58 71.17 0.10 2.22

    0.0665 10.75 8.93 15.88 0.99 0.00

    0.5862 79.18 15.69 156.90 1.45 71.73

    0.3801 21.72 8.93 124.18 2.61 59.63

    0.1618 10.75 1.69 97.69 1.40 0.74

    0.6237 74.00 24.32 112.11 23.35 58.24

    0.4030 61.25 18.90 86.08 10.76 23.67

    0.1179 4.59 2.10 63.94 0.14 10.45

    0.0763 3.79 0.00 57.12 0.00 0.03

    0.3281 19.86 13.23 155.77 1.09 14.52

    0.7468 89.41 50.39 97.35 32.95 48.40

    0.5697 68.00 22.04 165.06 21.23 13.54

    0.8723 92.00 50.92 145.36 32.58 72.52

    0.0488 2.05 0.64 38.41 0.04 0.06

    0.0484 4.35 1.43 27.78 0.01 3.46

    0.4455 65.80 15.69 141.33 8.41 13.59

    0.3952 38.93 6.84 165.63 5.28 20.64

    0.1350 2.17 0.75 98.38 0.01 0.73

    0.7683 70.00 53.71 126.11 31.05 57.47

    0.0448 10.00 10.60***** 1.27***** 0.00** 0.00

    0.1626 5.37 1.71 106.00 0.17 3.64

    0.4406 41.39 28.16 119.87 11.21 22.94

    0.3139 38.42 16.73 83.40 10.52 9.83

    0.1099 25.97 8.12 26.69 0.90* 0.00

    1.0000 87.00 118.40 88.33 42.94 47.90

    0.2714 16.40 6.32 120.69 3.75 18.37

    0.5481 56.84 26.24 181.30 8.44 27.53

    0.3350 55.00 10.08 119.97 2.10 10.09

    0.0545 4.85 0.35 36.24 0.08 1.78

    0.0084 1.07 1.05 10.30 0.01 0.03

    11.

  • 2014

    217

    100

    100

    100()

    100

    0.2719 12.94 7.58 107.79 2.91 30.22

    0.2159 54.00 0.00 67.78 0.00 9.97

    0.1684 11.15 3.08 59.62 0.45 28.01

    0.8175 93.00 42.40 117.52 39.44 60.98

    0.7506 89.51 42.15 110.36 27.80 65.94

    0.1692 13.50 5.34 89.22 1.65 1.01

    0.0385 1.41 0.59 31.45 0.02 0.57

    0.1905 32.88 0.25 66.80 0.01 18.37

    0.8133 95.00 29.35 114.78 36.64 84.85

    0.4873 60.00 9.19 159.25 2.15 50.94

    0.1174 9.96 3.24 67.06 0.52 0.66

    0.3592 26.97***** 35.08 82.64 2.95 32.31

    0.4571 45.20 16.83 178.03 7.83 14.31

    0.0530 2.30 1.94 37.80 0.13 0.00

    0.2236 27.08 5.62 101.59 1.11 6.06

    0.2718 38.20 11.42 98.00 4.74 2.86

    0.2451 36.24 4.07 106.51 2.22 3.83

    0.5618 65.00 16.03 133.05 16.68 52.90

    0.6094 64.00 42.98 116.11 22.55 32.76

    0.5879 88.10 15.95 126.80 7.75 68.28

    0.9350 84.10 61.42 109.43 37.25 105.14

    0.4236 43.37 34.31 116.10 11.87 5.08

    0.4385 50.00 21.51 104.35 15.63 23.40

    0.6413 53.27 29.97 182.92 14.43 52.80

    0.0828 8.02 0.39 49.67 0.03 3.22

    0.6321 79.35 37.32 156.76 27.25 0.00

    0.4000 48.63 20.37 125.50 13.59 0.00

    0.3810 47.52 17.72 123.87 12.45 0.00

    0.2672 12.92 10.82*** 91.43*** 0.11* 40.39

    0.6358 50.88 59.85 115.21 31.69 11.20

    0.1398 21.57 4.25 64.86 0.48 0.00

    0.5523 54.00 16.97 187.40 6.95 45.38

    0.1644 19.20 2.46 83.57 0.70 3.58

    0.4681 48.10 31.16 95.66 10.49 42.05

    0.4721 47.08 31.26 149.74 11.06 8.59

    0.0821 1.30 0.30 36.96 0.00*** 17.51

    0.8793 74.18 37.51 152.04 25.85 123.76

    0.5296 80.00 17.90 111.91 14.66 39.71

    0.6193 70.00 39.89 108.61 24.29 36.95

    0.1008 7.00 1.47 54.98 0.39 6.54

    11.

  • 2014

    218

    100

    100

    100()

    100

    0.0259 1.38 0.98 22.56 0.00** 0.00

    0.3466 41.00 7.69 130.56 2.11 25.20

    0.0141 0.00 0.00 18.45 0.00 0.00

    0.6629 72.00 41.11 108.36 24.26 53.42

    0.2341 18.29 16.35 96.33 2.01 4.47

    11.

    0.1847 21.00 1.14 74.36 0.07 20.52

    0.3968 34.68 15.53 182.77 5.74 0.37

    0.1629 20.78 3.95 65.39 0.27 11.90

    0.8866 94.00 45.43 122.41 32.13 101.10

    0.8199 85.20 54.79 130.79 40.48 40.06

    0.1992 24.30 20.21 59.06 1.73 1.78