76
Georg Inderst and Fiona Stewart മๆᢞ㈨⎔ࡢESG㸧せ⣲⤫ࡢ

F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

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Page 1: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

Georg Inderst and Fiona Stewart

ESG

Page 2: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

IFC MIGA

The Office of the Publisher, The World Bank Group, 1818 H Street NW, Washington, DC 20433, USA fax: 202-522-2422; e-mail: [email protected]

Inderst, G. and Stewart, F., Incorporating Environmental, Social and Governance (ESG) Factors into Fixed Income Investment.

2018 4

: IFC and World Bank Photo Libraries and Shutterstock

Page 3: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| I| I

III V

VII1. 1

ESG 2

3

ESG 6

2 ESG 9 11

12

14

3. ESG 17 18

19

20

4. ESG 23ESG 23

ESG 24

26

ESG 27

5. ESG 31 32

35

36

ESG 36

Page 4: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

II |

6. 39 39

ESG 40

7. 45 45

46

47

491 49

2 ESG 50

3 ESG 51

4 RobecoSAM 52

5 Bloomberg Barclays MSCI ESG 53

55 61

BoxBox 1 ESG 4

Box 2 ESG 5

Box 3 6

Box 4 EAPF 38

1 8

2 ESG 10

3 ESG 15

4 20

5 RobecoSAM ESG 27

6 ESG 32

7 33

8 34

9 PGGM ESG 37

10 41

1 11

2 13

3 MSCI ESG 25

4 28

5 ESG 31

Page 5: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| III

ABS Asset-backed Securities

AI Artificial Intelligence

AIGCC Asia Investor Group on Climate Change

AIM Affirmative Investment Management

ALM Asset and Liability Management

AODP Asset Owners Disclosure Project

CAT Catastrophe Bonds

CCM Convention on Cluster Munitions

CDP Carbon Disclosure Project

CDS Credit Default Swap

CFP Corporate Financial Performance

CRA Credit Rating Agency

CSR Corporate Social Responsibility

EAPF Environment Agency Pension Fund

EIB European Investment Bank

ETF Exchange Traded Funds

ESG Environmental, Social and Governance

GBP Green Bond Principles

GIC Global Investor Coalition on Climate

GIIN Global Impact Investing Network

GP General Partner

GPIF Government Pension Investment Fund

GRI Global Reporting Initiative

GSIA Global Sustainable Investment Alliance

GSSB Global Sustainability Standards Board

ICGN International Corporate Governance Network

ICMA International Capital Market

IFC International Finance Corporation

IG Investment-grade

IGCC Investor Group on Climate Change

IIGCC Institutional Investors Group on Climate Change

ILS Insurance-linked Securities

IRIS Impact Reporting and Investment Standards

JFSA Japan s Financial Service Authority

LDI Liability-driven Investment

MBS Mortgage-Backed Security

OECD Organization for Economic Co-operation and Development

PE Private Equity

III

Page 6: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

IV |

PRI UN Principles of Responsible Investing

RI Responsible Investing

SASB Sustainability Accounting Standards Board

SBP Social Bond Principles

SDGs Sustainable Development Goals

SDSN Sustainable Development Solutions Network

SI Sustainable Investing

SIB Social Impact Bonds

SPV Special Purpose Vehicle

SRI Socially Responsible Investment

TCFD Task Force on Climate-related Financial Disclosures

TIIP The Investment Integration Project

UNEP United Nations Environment Programme

UNGC UN Global Compact

Page 7: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| V

WBGGPIF

CIOWBG IFC GPIF

ESG

SDGs

ESG GPIFESG

WBG

CFO

IFC IFC

GPIF

IFC

Page 8: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

VI |

GPIF

Page 9: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| VII

ESG

ESG

ESG ESG

ESG

ESGESG

SDGs

ESG

ESG SRIESG

ESG

ESGESG

ESGESG

S

ESGESG

Page 10: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

VIII |

ESG

ESG

ESG

ESG

ESG

ESG

Page 11: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 1

1.

ESG

GSIA2017ESG 2 25

231 4 1

ESG 1990

2006PRI

2007

FSB TCFD

2

ESGESG

3 ESG

COP21 2015SDGs

ESG

• ESG• ESG

Page 12: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

2 | 1.

• ESG ESG• ESG

• ESG

ESG

ESG

4

ESG

ESG

ESG

ESGESG

E

S

G

20

2 CFA ESG2015 PRI2014 IFC 2012

ESG

Inderst, Kaminker and Stewart 2012 5

PRI 2017a

Russell 2017

SI RI SRI

6 ESG

7

8

Page 13: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 3

OECD 2018 SDGsESG

SDGs

Dimson et al. 2013 9

ESG

ESG

CFA 2017 76ESG 45

ESG

• • • • • • • • •

ESG

ESG

ESG

ESG

ESGESG

ESGESG

ESG 3

Page 14: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

4 | 1.

• ESG

Box 1 ESGESG

• UN Global Compact UNGC• UN Principles for Responsible Investment PRI• EuroSIF UKSIF USSIF SIF Japan ASrIA RIA

Canada RIA Australia• Global Sustainable Investment Alliance GSIA• Equator Principles• International Capital Market Association ICMA Green

Bond Principles GBP Social Bond Principles SBP

• International Corporate Governance Network ICGN• Global Reporting Initiative GRI Global Sustainability

Standards Board GSSB• Sustainability Accounting Standards Board SASB• The FSB Task Force on Climate-related Financial

Disclosures TCFD

• Institutional Investors Group on Climate Change IIGCC• Investor Group on Climate Change IGCC• Asia Investor Group on Climate Change AIGCC• GIC global platform• Ceres

• Carbon Disclosure Project CDP• Asset Owners Disclosure Project AODP• Montreal Carbon Pledge• Portfolio Decarbonization Coalition• Action 100+

• Global Impact Investing Network GIIN

ESG CFA PRI SSF2017 BNP Paribas 2016

PRI 2014 Klein 2015

IIGCC 2015 Mercer 2015 Forum Ethibel 2017

ESG

Box 1

Page 15: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 5

Box 2 ESGESG

ESG

PRI2016a Northern Trust 2015 OECD 2017

• ESG

• ESG

• ESGESG

• ESG

ESG

OECD 2017

• EU

EU2018 2018EU

EU

• 2015173

• ESG

JFSA 2014 2017

GPIFESG

OECD

2017

ESGESG

ESG

Box 2

ESG10

ESG

UNEP 2015 ESG

Page 16: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

6 | 1.

ESGESG

ESG

ESG99

ESG1

11

ESG

ESGESG

ESG

ESG

ESGESG

12

ESG

Box 3

Box 3COP21

ESG

• •

• •

• •

• • 13

Page 17: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 7| 7

14

2 1

The Economist 2017

5875

2 The Economist

GIIN 2017SSF 2017

E S G

GIINIRIS

15

SDGs2

SDGs2015 17 SDGs 169SDGs

SDGsSDGs

PRI 2017b

SDGsSDGs

APG PGGM AP2SDGs

SDGsDNB 2017 Trucost 2017

TIIP SDGs

TIIP 2018 16

Page 18: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

8 | 1.

1

SDGs75% 84%61%86%

44%

34%36%

67%X

69才以上

61%

47%58%

73%

U.S. Trust Insights on Wealth and Worth, 2014, Harvard Business Review (October 3 2014), Morgan Stanley (on-line presentation August 9 2017), Visual Capitalist (on-line presentation August 11 2017), and DNB (2017)

Page 19: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 9

2ESG

ESGESG

ESGJohnson 2017

ESG ESG17

• • • •

• •

ESGPRI 2014

3

Page 20: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

10 | 2 ESG

• SPV

• ESG

• ESG

ESGNgo 2016

ESG

2 SSF 2017Ngo

2 ESG

Ngo 2016

ESG //

ESG ESG/

ESG ESG/

/ /

/ /

Page 21: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 11

E S

ESGESG

ESG

1ESG

ESG

Celik et al 2015

1

Aberdeen 2017

X

Page 22: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

12 | 2 ESG

ESG

ESG

LDI

ESG

ESG

Aristotle 2016

ESG

ESG

Schroders 2017a

G

E S

ESG

2ESG

Page 23: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 13

ESGOECD CIA

ESG

IFC

42

2

PRI 2014

/• • • • • • • •

• •

• • • ILO•

• • EU• ILO• • • • •

• CCM

• • • • • IFC• •

Page 24: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

14 | 2 ESG

ESG

IBRD IFCADB EIB EBRD

ESGAAA

ESG

ABSABS ESG

ESGABS

ABSABS

ESG

ILSCAT

ESG

Page 25: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 15

ESG

3

ESG

ESG

PRI 2017aESG

3 ESG

/

Page 26: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

16 | 2 ESG

Page 27: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 17

3. ESG

ESG

18

2,200Friede et al. 2015 90

ESGESG

19

36 63.9% 1336.1%

p.222

ESG

ESG

ESG

• • •

• CDS

• • • • •

ESG

2

Page 28: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

18 | 3. ESG

ESG

Barclays 2015 2016 2007 2015ESG

ESG

GE S

G

ESGHermes 2017 ESG QESG

CDSQESG CDS

CDSESG

ESG

Insight Investment 2016

Oikonomou 2014CSR ESG

ESG

Bauer and Hann 2010

Hsu and Cheng 2015

ESGESG

ESG 20

Amiraslani et al. 2017 2005 2013

2008 2009CSR

Hoepner and Nilsson 2017a

Kiose and Keen 2017

Allianz 2017a IG

• ESGESG

• ESG

Cantino et al. 2017 ESGESG

ESG

p.124 Bektic 2018ESG

Page 29: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 19

ESG

ESGCapelle-Blancard et al. 2017 OECD

ESG

ESG

ESGAllianz 2017b ESG

ESG

Sustainalytics 2017a ESG CRAESG 1 GDP

CRAESG

ESGLazard 2017 ESG

ESG

Qian 2012 90

Union Investment 2014

Choi and Hashimoto 2017 IMF

Page 30: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

20 | 3. ESG

ESG/SRIHenke 2016 2001

2014 SRI 0.5

Leite and Cortez 2016

4

ESGESG

ESG

1 ESG2 ESG

4

PRI 2017a

• ESG

• ESG

ESG

SRI

Hoepner and Nilsson 2017b ESGESG

ESG

Page 31: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 21

• ESG

• DB 2012

• ESG

• ESG

• ESG• ESG

Capelle-Blancard and Monjon 2012 ESG

ESG

ESGESG

Page 32: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

22 | 3. ESG

Page 33: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 23

4. ESG

ESG

21 ESGESG ESG 22

ESG

ESGESG

ESG ESGCRA PRI

2017a 23

ESGESG

S&P Global Ratings 2017, Moody s 2017, Fitch Ratings 2017

ESG

Fitch RatingsESG

Fitch Ratings 2017, p.1

Moody s 2017, p.3

Moody s 2017 S&PBB+

25

E5 10

Page 34: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

24 | 4. ESG

ESGMoody's

14 S&P2015 2017

106

ESGS&P

ESGMoody s

5 ESG Fitch

• • E S G• ESG• ESG

ESGE

Moody's24 2016 S&PESG

2

ESGESG

ESG

E S G

ESGESG

ESG

ESG

Russell2017 52 ESG

35 ESG15

Sustainalytics MSCI

SustainalyticsSustainalytics ESG E S G

0 100 ESGESG

70Sustainalytics 2017b

36ESG

E S GESG 0 100

A E

Page 35: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 25

MSCIMSCI ESG

10 ESG 37 ESG

3 ESGAAA

CCC 7

MSCI 2017a

MSCI ESG AAA CCC 7

ESG

ESGSwiss Re 2017

ALM ESG

3 MSCI ESG

3 10 37• •

• •

• •

• •

• •

• • •

• •

• •

* • *• *

• *• *

• • •

• •

MSCI 2017a* ESG

Page 36: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

26 | 4. ESG

ESGRepRisk ISS-Ethix Bloomberg Thomson

Reuters/Eikon 25 Verisk Maplecroft VigeoEirisOekom Research

2018 Beyond RatingsESG

2 ESG

ESG MSCI Barron sCorporate Knights

Morningstar

ESGSustainalytics ESG

ESG5

1 5

ESG

Krosinsky 2018 26

ESGMSCI Sustainalytics

ESG

ESG

RobecoSAMRobecoSAM ESG

6522 43

1 10RobecoSAM 2015

17

E S G 315 25 60 5 4

4

DZ BankDZ Bank Sustainalytics ESG

4 EESGE 20 S 20

G 30 30

3

Page 37: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 27

CandriamCandriam ESG SDGs

44

ESG

Candriam ESG 2017 12335 88 74

4935

8840 48

Mellon/Standish 2016Global Evolution Neuberger

Berman 2013 Lazard 2017ESG

SDGBertelsmann Stiftung

SDSN SDG0 100

2017 10Bertelsmann 2017

SDG

ESG

ESG

ESG ESG

5 RobecoSAM ESG 27

RobecoSAM

G60%

S25%

E15%

CSR ESG

6

10%2.5%2.5%10%10%5%

10%10%10%10%5%

15%

Page 38: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

28 | 4. ESG

ESG

ESG

Barclays MSCI2013 Barclays MSCI

3ESG MSCIb

5

• SRIBarclays

• ESG

MSCI ESG BBB

• ESG BarclaysMSCI ESG

ESG

S&P Dow Jones• 2015 S&P ESG

RobecoSAM

S&P Dow Jones Indexes 2017•

S&P ESG 1

4

MSCI 2017b

Page 39: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 29

• ESGFTSE 2018 2019

UBS

• 2014

• Bank of America Merrill Lynch• Barclays MSCI

• S&P S&P

• Solactive• ChinaBond

• 2016

Solactive SPG

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30 | 4. ESG

Page 41: F 2( l b# C í &k í Â ¼ å « >&ESG>'0[(ò b)+...2018/02/05  · F 2( l b# C í&k í Â ¼ å «>&(6*>'0[(ò b)+ | III $ 1 ABS Asset-backed Securities AI Artificial Intelligence

| 31

5. ESG

ESG

ALM

ESG Russell2017 109

68 ESG

ESGPRI 2017a ESG

E S G 36

5ESG

5 ESG

$2.3

$0.1

$9.6

$5.8

$0.1

$0.4

$1.4

$2.3

$21.9

PRI 2017a

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32 | 5. ESG

ESGSRI ESG

ESGESG

ESG

6

ESG

ESG

SDG

IFC/AmundiThreadneedle

AIM/Lombard Odier

ESG0.1

6 ESG

ESGESG ESG

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| 33

EIB

4

ABS MBS

7 2017 1,600 20072016 2,000

7,00028 138

18 10290

0.5

Ehlera and Parker 2017

GBP ICMA 2017a 29

CBI 2016Sustainalytics VigeoEiris Oekom Research

Moody's Cicero Trucost S&P Dow Jones

7

2017 12

2012 2017201620152014201320112010200920082007

6080

100

160140120

02040

180

MDB

10

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34 | 5. ESG

8

IFC RaboBank Pax Obvion2016 1 2017 3

CBI IFC2017

ICMA 2017bIFC2017

8

2017 12

51015

30

2520

0

35

2017

10

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| 35

ICMA

SIBOECD2015 SIB

SIB

SIB19 100 SIB 3

SIB

SIB

SDG

European Impact Investing 2016

2

SDGs2018

IFC

2017 BNP ParibasSDGs 30 HSBC SDGs

31 2018

32

IFC

SDGs

ESGESG

ESG

Vanguard BlackRockStateStreet

33

ESG

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36 | 5. ESG

ESG

ESGESG

ESG

ETFESG ETF

MSCI 20182017 12

ESG ETF

ESGESG

ESG

ESG

Pimco ESG Blue Bay M&G ESG

AIM Affirmative Investment Management TrilliumESG

ESG

ESG

ESGESG

PRI 2013

ESG

ESG

ESG

ESGESG

ESG

• ESG• ESG

• ESG PR

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| 37

Swiss Re

ESGESG

Swiss Re 2017ESG PGGM EAPF

PGGM

PGGM3 96 ESG

PGGM

2020 3

• Trucost

PGGM

• 44

2020 200

• ESGSRI

Sustainalytics MSCIESG

PE GP

9 PGGM ESG

PGGM 2017

Asia

PGGM

ESG

ESG ESG

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38 | 5. ESG

Box 4 EAPF

EAPF

• 20

• •

EAPF 25

2020 3 3EAPF 2017a

15 1012.5

2015 32020

9050

6579

ESGESG

EAPFEAPF

ESG

EAPF2017a

EAPF 2012

EAPF2017b

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| 39

6.

ESG

• ESG

• ESG

ESG

• ESG ESG

• ESG

• 2015SDGs

• ESG

• ESG

• ESG

ESG

• ESG

ESG ESG

• ESGESG

ESG•

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40 | 6.

• ESG

• SDGsSDGs

ESG

ESG

ESG

ESG

ESG

ESG

ESG

ESG

ESGESG

ESG

ESGMooji 2017 ESG

Amel-Zadeh and Serafeim 2017 500

Schroders 2017b

10

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| 41

ESGESG

• ESG

• ESG• • •

• ESGESG

• ESG34

• ESGESG

• ESG

• ESG

ESGESG

Hawley 2017

• ESG

• E S G35

10

Schroders 2017b

I do not believe insustainable investments

Other

Cost

Difficulty measuringand managing risk

Lack of transparencyand reported data

Performance concerns

20%

11%

14%

23%

28%

41%

44%

15%

9%

14%

22%

26%

44%

47%

23%

13%

18%

21%

31%

45%

45%

29%

6%

23%

26%

26%

34%

37%

22%

12%

6%

28%

29%

33%

42%

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42 | 6.

• E S G• ESG

• • • • ESG•

• SDGs• ESG

ESG

Russell 2017ESG

p.4 ESG

p.1

ESGESG

• ESG• ESG

• ESG•

• ESG

• ESG

• ESG• ESG• ALM ESG• ESG ESG

• ESGESG

ESG2 36

• 37

ESGTCFD

2018 3 250 TCFDTCFD

Unilever HSBCSwissRe IFC ESG

IFC

IFCSDGs

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| 43

ESG

ESGSDGs

ESG

10 20

AI

TruValue Labs Arabesque38

E S G

MSCI39

APG40 PensionDenmark

ESG

Lange et al. 2018

E S

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44 | 6.

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| 45

7.

SRISRI ESG

ESGESG

ESG

ESG0.01

ESGESG

E SG

ESG ESGESG

ESG

• ESG• ESG

• ESG

• SDGs

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46 | 7.

ESG

ESG

ESG

• ESG

• ESG

• ESG

• ESG

4

ESG

ESG

ESG

E S G

ESG

ESG

ICMA

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| 47

GPIF

• ESG

• ESG

• ESG

• GRI SASB

• TCFD

• SDGs• IFC

SDGs

• IFC

ICMASDGs

• IFC ESG

ESG ESG

ESG

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48 | 7.

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| 49

1

Affirmative Investment Management (AIM)

Amundi

APG

BlackRock

BNY Mellon Asset Managers North America

Breckinridge Capital Advisors

CalSTRS

Columbia Threadneedle Investments

Deutsche Asset Management

Everence /Praxis Mutual Funds

Folksam

Global Evolution

MN

Neuberger Berman

Nippon Life Insurance

OP Trust

PGGM

PIMCO

Schroders

TIAA Investments

Trillium Asset Management

UBS

Zurich Insurance Group

Arabesque

De Nederlandsche Bank

IPE

FTSE Russell

Moody s

MSCI

PRI

R&I Information Japan

RobecoSAM

S&P

Sustainalytics

Trucost

Verisk Maplecroft

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50 |

2 ESGE S G

CFA 2015

PRI 2014

PRI 2014

IFC 2012

CFA PRI IFC

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| 51

3 ESG

ESG

• ESG

ESG

ESG

ABSESG

ESG

ESG

ESG3

10

ESG

ESG

SPV ESG

ESG

ESG

PRI 2014

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52 |

4 RobecoSAM

(10%)

(5%)

(10%)

/ (2.5%)

(2.5%)

(2.5%) /

(2.5%)

(2.5%)

(2.5%)

(10%)

(10%)

(10%) *

(2.5%)

(2.5%)

(10%)

(5%)

(10%)

(60%)

(15%)

(25%)

*

250 110

RobecoSAM 2015

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| 53

5 Bloomberg Barclays MSCI ESG

Bloomberg ESG

MSCI ESG

Bloomberg Barclays MSCI ESGESG

• Bloomberg Barclays MSCI ESG MSCI ESGBloomberg Barclays

• Bloomberg Barclays MSCI ESGBloomberg Barclays

ESG

ESG Bloomberg BarclaysESG BBB

• Bloomberg Barclays MSCI SRIBloomberg Barclays

MSCI (BISR MSCI ESG

• Bloomberg Barclays MSCI

MSCI (2017b)

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54 |

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5. HOW IS ESG BEING IMPLEMENTED

BY FIXED INCOME INVESTORS?

Aberdeen (2017), Doing the right thing and making money. ESG and the corporate bond investor. Aberdeen Standard Investments.

Allianz (2017a), ESG in Investment Grade Corporate Bonds. Allianz Global Investors.

Allianz (2017b), Financial materiality of ESG factors for sovereign bond portfolios. Allianz Global Investors.

Amel-Zadeh, A. and Serafeim, G. (2017), Why and How Investors Use ESG Information: Evidence from a Global Survey.

Amiraslani, H., Lins, K., Servaes, H., Tamayo, A.(2017), The Bond Market Benefits of Corporate Social Capital. ECGI Finance Working Paper No. 535/2017.

Aristotle (2016), ESG Integration in High Yield Portfolios. White Paper.

Arjaliès, D. and Bansal, P. (2018), Beyond numbers: How investment managers accommodate societal issues in financial decisions. Organizational Studies (forthcoming).

Barclays (2015), ESG Ratings and Performance of Corporate Bonds. Quantitative Portfolio Strategy.

Barclays (2016), Sustainable investing and bond returns. Impact Series 01.

Bauer, R. and Hann, D. (2010), Corporate Environmental Management and Credit Risk. Working Paper, Maastricht University.

Bekti , D. (2018), Factor-based Portfolio Management with Corporate Bonds. Thesis, Technische Universität , Darmstadt.

Bertelsmann (2017), SDG Index and DashboardsReport 2017. Bertelsmann Stiftung and SDSN.

BlackRock (2016), Exploring ESG: A Practitioner s Perspective.

BNP Paribas (2016), Environmental, Social and Corporate Governance (ESG): A Duty and an Opportunity. A Guide for Dutch Pension Funds.

Brundtland Commission (1987), Our Common future. World Commission on Environment and Development.

Candriam (2017), Candriam ESG Country Report.

| 55

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56 |

Cantino, V., Devalle, A. and Fiandrino, S. (2017), ESG Sustainability and Financial Capital Structure: Where they Stand Nowadays. International Journal of Business and Social Science, Vol. 8, No. 5, pp.116-126.

Capelle-Blancard, G., Crifo, P., Oueghlissi, R., Scholtens, B. (2017), Environmental, Social and Governance (ESG) performance and sovereign bond spreads: an empirical analysis of OECD countries. Working Paper 2017-07, Université deParis Ouest.

Capelle-Blancard, G. and Monjon, S. (2012), Trends in the literature on socially responsible investment:Looking for the keys under the lamppost. Business Ethics: A European Review, 21(3), 239-250.

CBI (2016), Climate Bonds Standard. Climate Bonds Inititative.

CBI (2017), Bonds and Climate Change. The state of the Market 2017. Climate Bonds Initiative.

CBI (2018), Green Bond Highlights 2017. Climate Bonds Initiative.

CBI/IFC (2017), Green Bond Pricing in the Primary Market: January 2016 – March 2017.

Celik, S., Demirtas, G. and Isaksson, M. (2015), Corporate Bonds, Bondholders and Corporate Governance. OECD Corporate Governance Working Papers, No. 16.

CFA (2015), Environmental, Social, and Governance Issues in Investing. A Guide for Investment Professionals. CFA Institute.

CFA (2017), Environmental, Social and Governance (ESG) Survey. CFA Institute.

Choi, S. and Hashimoto, Y. (2017), The Effects of Data Transparency Policy Reforms on Emerging Market Sovereign Bond Spreads. IMF Working Paper 17/74.

DB (2012), Sustainable Investing. DB Climate Change Advisers.

Dimson, E., Kreutzer, I., Lake, R., Sjo, H., Starks, L. (2013), Responsible Investment and the Norwegian Government Pension Fund Global.

DNB (2017), SDG Impact Indicators.Nederlandsche Bank, Working Group.

Douglas, E., Van Holt, T., Whelan, T. (2017), Responsible Investing: Guide to ESG Data Providers and Relevant Trends. The Journal of Environmental Investing, Vol. 8(1), pp. 92-114.

DZ Bank (2015), DZ Bank Sustainable Investment Research Sustainability Country Rating.

EAPF (2017a), Responsible Investment. For the Year Ended 31 March 2017.

EAPF (2017b), Considering ESG and climate change within Environment Agency Pension Fund s fixed income portfolio.

Ehlers, T. and Packer, F. (2017), Green bond finance and certification. BIS Quarterly Review, September 2017.

EU (2018), Financing a Sustainable European Economy. EU High-Level Expert Group on Sustainable Finance. Final Report

European Impact Investing (2016), Sustainable Development Bonds.

FitchRatings (2017), Fitch Ratings Approach to Capturing Environmental, Social and Governance Risk in Credit Ratings.

Forum Ethibel (2017), Impact of divestment by asset owners. A syllabus for investment strategy by asset owners.

Friede, G., Busch, T. and Bassen, A. (2015), ESG and financial performance: aggregated evidence from more than 2000 empirical studies. Journal of Sustainable Finance & Investment, Vol. 5, No. 4, 210–233.

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GIIN (2017), Evidence on the Financial Performance of Impact Investments. Global Impact Investing Network.

GSIA (2017), Global Sustainable Investment Review.

Harding, A. (2014), What is the difference between an impact and an outcome? LSE Impact Blog, 27 October 2014.

Hawley (2017), ESG Ratings and Rankings. All over the Map? What Does It Mean? TruValue Labs.

Henke, H. (2016), The effect of social screening on bond mutual fund performance. Journal of Banking & Finance 67, pp. 69–84.

Hermes (2017), Pricing ESG Risk in Credit Markets.

Hoepner, A. and Nilsson, M. (2017a), No news is good news. Corporate social responsibility ratings and fixed income portfolios. Working Paper.

Hoepner, A. and Nilsson, M. (2017b), Expertise among SRI fixed income funds and their management companies.

Hsu, F. and Chen, Y. (2015) Is a firm s financial risk associated with corporate social responsibility? Management Decision, Vol. 53 Issue: 9, pp.2175-2199.

ICPM (2016), Foreign Institutional Investors and Corporate Governance in Emerging Markets, World Bank publication.

ICMA (2017a), The Green Bond Principles. International Capital Markets Association.

ICMA (2017b), The Social Bond Principles. International Capital Markets Association.

IFC (2012), IFC Performance Standards on Environmental and Social Sustainability.

IFC (2017), Social Bonds. Introduction and Impact Report.

IIGCC (2015), Climate Change Investment Solutions: A Guide for Asset Owners.

Inderst, G., Kaminker, Ch. and Stewart, F. (2012).Defining and Measuring Green Investments. OECD Working Papers on Finance, Insurance and Private Pensions, No.24.

Insight Investment (2016), ESG in Credit: Applying Exclusion Criteria to Investment Portfolios.

Johnson, Deborah (2017), ESG gains popularity in fixed income markets. Pimco Report for Investment Magazine, August 2017.

Khan, M. (2017), ESG Investing: Some Questions and Suggestions. Causeway ESG Insights.

Khan, M., Serafeim, G. and Yoon, A., (2015), Corporate Sustainability: First Evidence on Materiality. Harvard Business School Working Paper, No. 15-073.

Klein, Ch. (2015), Integrating ESG into the Fixed-Income Portfolio. CFA, Conference Proceedings Quarterly, Fourth Quarter 2015.

Kiose, D. and Keen, S. (2017), Understanding the Management Relationships between Environmental and Social Risk Factors and Financial Performance of Global Infrastructure Projects. iBusiness, 9, pp.80-100.

Krosinsky, C. (2018), The Failure of Fund Sustainability Ratings . Feb 5, 2018. https://www.linkedin.com/pulse/failure-fund-sustainability-ratings-cary-krosinsky/

Lange, G-M. Wodon, Q., Carey, K., (2018), The Changing Wealth of Nations 2018: Building a Sustainable Future. World Bank.

Lazard (2017), Giving Credit Where It s Due. ESG Factors in EM Sovereign Debt.

Leite, P., and Ceu Cortez, M. (2016), The Performance of European Socially Responsible Fixed-Income Funds. Working Paper, Polytechnic Institute of Cavado.

Mercer (2015), Investing in a Time of Climate Change.

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Moody s (2017), Moody s approach to assess ESG in credit analysis.

Mooji, S. (2017), The ESG Rating and Ranking Industry: Vice or Virtue in the Adoption of Responsible Investment. The Journal of Environmental Investing, Vol. 8(1), pp. 331-367.

MSCI (2017a), ESG Ratings Methodology.

MSCI (2017b), Bloomberg Barclays MSCI ESG Fixed Income Indexes.

MSCI (2018), 2018 ESG Trends to Watch.

Neuberger Berman (2013), ESG Factors in Sovereign Dept Investing.

Ngo, My-Linh (2016), ESG and fixed income investing. BlueBay LLP.

Northern Trust (2015), The Challenges of ESG Investing – Regulation.

OECD (2015), Social Impact Investment. Building the Evidence Base.

OECD (2017), Investment governance and the integration of environmental, social and governance factors.

OECD (2018), Making Blended Finance Work for the Sustainable Development Goals.

Oikonomou, I., Brooks, C. and Pavelin, S. (2014), The Effects of Corporate Social Performance on the Cost of Corporate Debt and Credit Ratings. Financial Review, 49, pp. 49–75.

PGGM (2017), Annual Responsible Investment Report 2016.

PRI (2013), Aligning Expectations: Guidance for Asset Owners on Incorporating ESG Factors into Manager Selection, Appointment and Monitoring.

PRI (2014), Fixed Income Investor Guide.

PRI (2016a), Global Guide to Responsible Investment Regulation.

PRI (2017a), Shifting Perceptions: ESG, Credit Risk and Ratings. Part 1: The State of Play.

PRI (2017b), The SDG Investment Case.

Qian, R. (2012), Why Do Some Countries Default More Often Than Others? World Bank Policy Research Working Paper, No. 5993.

QIC (2017), The evidence is coming in; ESG is positive for fixed income returns. Investment Insights, June 2017.

RobecoSAM (2015), Measuring Country Intangibles. RobecoSAM s Country Sustainability Rankings.

RobecoSAM (2017), Seven steps to ESG integration – the Robeco approach.

Russell (2017), Fixed Income ESG Survey Results.Russell Investments.

Schroders (2017a), Sustainability and Sovereign Fixed Income.

Schroders (2017b), Schroders Institutional Investor Study. Institutional perspectives on sustainable investing 2017.

SSF (2017), Handbook on Sustainable Investments. Background Information and Practical Examples for Institutional Asset Owners. Swiss Sustainable Finance.

Standish (2016), Standish Sovereign ESG Model.

Summit (2017), Environmental, Social, and Governance (ESG) Investment Tools: A Review of the Current Field. Summit Consulting, LLC.

Sustainalytics (2017a), Game of bonds: reassessing sovereign credit ratings. ESG Spotlight.

Sustainalytics (2017b), ESG Research & Ratings.

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Swiss Re (2017), Responsible investments. Shaping the future of investing.

S&P Global Ratings (2017), How Does S&P Global Ratings Incorporate Environmental, Social, And Governance Risks into Its Ratings Analysis.

S&P Dow Jones Indexes (2017), S&P ESG Sovereign Bond Index Family.

TCFD (2017), Recommendations of the Task Force on Climate-related Financial Disclosures. Final Report.

The Economist (2017), Sustainable investment joins the mainstream: Millennials are coming into money and want to invest it responsibly. 25 November 2017.

Trucost (2017), Moving Forward with SDGs: Metrics for Action.

TIPP (2018), Measuring Effectiveness: Roadmap to System-level and SDG Investing.

The Investment Integration Project.

Union Investment (2014), Corruption and the risks of losses on government bonds.

UNEP (2015), Fiduciary Duty in the 21st Century.

U.S. Trust (2014), U.S. Trust Insights on Wealth and Worth. Annual Survey of high-net-worth and ultra-high-net-worth Americans.

Visual Capitalist (2017), Millennials are Investing With a Purpose, and It s Changing Wealth Management.

Vörösmarty, C., Rodríguez Osuna, V., Koehler, D., Klop, P., Spengler, J., Buonocore, J., Cak, A., Tessler, Z., Corsi, F., Green, P., Sánchez, R. (2018), Scientifically assess impacts of sustainable investments. Science 359 (6375), pp. 523-525.

Willis Towers Watson (2018), Global Pension Assets Study 2018.

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1. 3 41 4

12 9.80.5 0.5

GSIA

2.

3. 90

20177 41 27%

1156% Willis

Towers Watson 2018

4. 1

ESG

5.

1970

1987

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62 |

6.

UNEP

7. CSR

CSR

8.

Harding 2018

9. Amel-Zadeh and Serafeim 2017ESG

10.

11. GSIA 2017 ESG 7.55.9

4.40.9

1,0000.5%

12. PRI ESG

https://www.unpri.org/about/pri- teams/investment-practices#FICS

13.

14. GIIN4 1

2

3

4

15.

Vorosmarty et al. 2018

16. SASB SDGsBob Eccles 2018 3 11

Forbes

17. Arjales and Bansal 2018 ESG

ESG

18. ESGDimson et al.(2013)

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19. 150

20. Khan et al. 2015

21. Summit 2017 Douglas et al. 2017Mooji 2017a 218

ESG 57 ESG38 ESG 57 ESG

22. ESGESG

ESGESG

23. UN PRI 2018

24. GB1 GB5

5

25. MSCI 2010 KLDResearch and Analytics 2014Governance Holdings GMI Ratings

26.

27.

ESG

28.

29. GBP

GBP 1 23

4 4

30. Solactive SDGs

20%50

31. HSBC SDGs 7SDGs

32. 201739 2017 7

20 IBRDCAT ILS

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64 |

33. BlackRock CEO Larry Fink CEO2017

https://www.blackrock.com/corporate/en-no/ investor-relations/larry-fink-ceo-letter

34. The Economist 2017

SRI SRI

35. Khan 2017 ESGQIC 2017

MSCI Sustainalytics2 ESG

3

ESG

p.5

36.

37. BlackRock 2016Mooji 2018 ESG

38. Arabesque ESG7,000

200ESG 50,000

39. Financial Times 2016 1

40. 2018 Deloitte Netherland APG

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