2017 Global Outlook - - PowerPoint PPT Presentation

2017 global outlook
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2017 Global Outlook - - PowerPoint PPT Presentation

2017 Global Outlook $&%!! '(


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SLIDE 1 !
  • !"#$%

2017 Global Outlook

$&%!! '( )%$ &*

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SLIDE 2

Disclaimer

+ , ++% $ $ ++ % +%- % + + $ ," ++. + ",% / , + +"%% %0 $$ ++% %0&. 1& + &- &- &- 2 %". %34 $ % % 0 , +$ %" %% . + %% $$ , + + $ " +% % & % % % " +%. "- + $ ++ 3, ++4 $ %.

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SLIDE 3
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SLIDE 4
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SLIDE 5
  • UK Referendum: The Outcome

5

Remain: 55.7% Leave: 44.3% Remain: 62.0% Leave: 38.0% Remain: 48.3% Leave: 51.7% Remain: 46.8% Leave: 53.2%

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SLIDE 6
  • 6

Euro Exposed To Political Risks

56+600,,,.%%/+.0+

2017 January 7 # March 7 # 8 9 April : !% 3 %4

  • #

May !% 3% %4 June ; # July

  • #

September # October #< =&" > % ? # December

  • #
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SLIDE 7
  • 1.6% of ASEAN’s Exports Were To The UK; 10.3%

to EU

Export Reliance of Selected Countries/Regions to EU and UK (2015)

18.7% 17.2% 16.2% 15.6% 10.3% 9.5% 7.7% 4.6%

3.9% 3.1% 2.6% 3.1% 1.6% 1.4% 3.4% 1.2%

0% 2% 4% 6% 8% 10% 12% 14% 16% 18% 20%

USA HONG KONG CHINA INDIA ASEAN JAPAN CANADA AUSTRALIA

% Share Of Exports To

% Exports to EU % Exports to UK

56'3@%4

.?A$@5@1 2+, B

7

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SLIDE 8
  • However, The Reliance Is Very Different Across

ASEAN Countries

Export Reliance of Selected Countries/Regions to EU and UK

y = 0.2385x - 0.005 R² = 0.8537

  • 2%

0% 2% 4% 6% 8% 10% 0% 5% 10% 15% 20% 25% 30% 35% 40% Exports to UK Exports to EU

US Viet HK China India Canada PH Indon JP Thai Malay SG Lao Myan Aust Brunei

56&

#%

8

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SLIDE 9
  • 9

2+$#%B65C. 34 2+$#%65C.734

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SLIDE 10
  • 10

2+$5&+B65C. 34 2+$5&+65C?.:34

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SLIDE 11
  • 11

@'#@@&D

*

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SLIDE 12
  • 90

92 94 96 98 100 102 104 106 108 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

Brexit Trump

Investors Seem To Shrug Off Trump’s Anti>trade, Anti>world Rhetoric

MSCI World Index

12

56&3994

($$ ( )*

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SLIDE 13
  • DM Equities Supported After Trump Win

13

56&3994

Equities

85 90 95 100 105 110 0 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

S&P 500

Brexit Trump 80 85 90 95 100 105 110 115 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

MSCI Europe

Brexit Trump 85 90 95 100 105 110 115 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

MSCI UK

Brexit Trump 80 85 90 95 100 105 110 115 120 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

Nikkei 225

Brexit Trump 90 95 100 105 110 0 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

STI

Brexit Trump 90 95 100 105 110 115 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

AS30

Brexit Trump

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SLIDE 14
  • Sell>off of EM Equities Supported After Trump Win

14

56&3994

Equities

85 90 95 100 105 110 115 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

MSCI AP-Jpn

Brexit Trump 92 94 96 98 100 102 104 106 108 110 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

Shanghai Comp

Brexit Trump 90 95 100 105 110 115 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

JCI

Brexit Trump 92 94 96 98 100 102 104 106 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

KLCI

Brexit Trump 90 95 100 105 110 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

SET

Brexit Trump 85 90 95 100 105 110 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

SENSEX

Brexit Trump

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SLIDE 15
  • Selling Off Safe Havens

15

56&3994

Sovereign Credit

HYs Are Supported

85 90 95 100 105 0 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

DM Gov

Brexit Trump 92 94 96 98 100 102 104 0 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

US Gov

Brexit Trump 92 94 96 98 100 102 104 0 5 10 15 20 25 30 35 40 45 50 55 60 65 Index

EZ Gov

Brexit Trump 92 94 96 98 100 102 104 0 5 101520253035404550556065 Index Global IG Corp Brexit Trump 92 94 96 98 100 102 104 106 0 5 101520253035404550556065 Index EM IG Corp Brexit Trump 94 96 98 100 102 104 106 0 5101520253035404550556065 Index Global HY Corp Brexit Trump 92 94 96 98 100 102 104 106 108 0 5101520253035404550556065 Index EM HY Corp Brexit Trump

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SLIDE 16
  • Commodities Prices Run>up Is Not Rational

16

Commodities

90 95 100 105 110 0 5 101520253035404550556065 Index

BCOM

Brexit Trump 60 70 80 90 100 110 120 130 0 5 101520253035404550556065 Index

WTI

Brexit Trump 90 95 100 105 110 0 5 101520253035404550556065 Index Aluminium Brexit Trump 85 90 95 100 105 110 115 120 0 5 101520253035404550556065 Index

Copper

Brexit Trump 90 95 100 105 110 115 120 125 0 5 101520253035404550556065 Index

Lumber

Brexit Trump 70 90 110 130 150 170 0 5 101520253035404550556065 Index

BDIY

Brexit Trump 80 85 90 95 100 105 110 115 0 5 101520253035404550556065 Index

Gold

Brexit Trump 80 90 100 110 120 130 0 5 101520253035404550556065 Index

Silver

Brexit Trump

Markets Getting Nervous

(:A

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SLIDE 17
  • 17

Trump's Tweet Company Down by Char count Each character costs &%&%, @$$+%- $- C.#%D Boeing $ 989,800,000 113 $8,759,292 %&2 %%$#"#< .5. %(2$%. .5.@. +&%2D GM $ 409,710,000 117 $3,501,795 %+5+&%2 Toyota $ 1,200,000,000 31 $38,709,677

You Should LOVE Donald Trump!

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SLIDE 18
  • 746
  • 366
  • 75
  • 31
  • 23

10 30

  • 800
  • 700
  • 600
  • 500
  • 400
  • 300
  • 200
  • 100

100 World China Germany Japan Mexico Vietnam Korea India Malaysia Thailand Indonesia Philippines Cambodia Brunei Singapore Hong Kong USD Billion

2000 2015

ASEAN Countries Didn’t Account Much of US Trade Deficit

US Balance of Trade (Goods)

18

56#'#3@94

>US$746 Bn

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SLIDE 19
  • Vietnam Is ASEAN’s New China! (Although a

Much Smaller Sized One)

Total Nominal Exports (USD) Indexed For Selected ASEAN Economies

19

56#'#394

Brunei, 58.37 Indonesia, 130.69 Malaysia, 157.26 Philippines, 189.20 Singapore, 155.70 Thailand, 173.00 Vietnam, 389.67

50 100 150 200 250 300 350 400 450 2009 2010 2011 2012 2013 2014 2015 2016 Index (Jan09=100) Brunei Indonesia Malaysia Philippines Singapore Thailand

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SLIDE 20
  • Let’s Learn About Manufacturing!

Manufacturing Smile Curve

20

5655-#$@+-77

Value-Added/Unit Time

R&D Design Procurement Production

LOGISTICS

Marketing Sales/Services Distribution

CONCEPT

Global Competition Area Competition

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SLIDE 21
  • And The US Should NOT Complain Too MuchI

US Balance of Trade (Services)

21

262.2 85.2 68.6 59.6 54.0 33.3 27.4 20.3 15.3 14.9 14.0 12.8 9.6 9.4 7.6 6.3 4.7 4.3 3.3 1.7 1.1 1.0 0.4

  • 0.2
  • 1.7
  • 1.9
  • 2.9
  • 6.6
  • 50

50 100 150 200 250 300

Overall Asia & Pacific Europe Latin America and Other Western Hemisphere European Union China Canada Brazil Australia Japan United Kingdom Middle East Mexico Korea Singapore Africa Taiwan Other Asia & Pacific France Indonesia Hong Kong Malaysia New Zealand Thailand Italy Germany Philippines India

USD Billion 56#'#3@94

+US$262 Bn

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SLIDE 22

Trump, Listen UP: US Is In A Better Shape Today, Not Worse!

Goods Services Overall 2000 (:?

  • (:?

Growth = .A 8.A ::. A 2015 ( ? ? (;

US Balance of Trade with the World

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SLIDE 23
  • 23

US Trade Bal (Svcs) with Singapore US Trade Bal (Svcs) with China

US Exporting High Value Added Services!

S/N Category USD Mn 1 Services: Singapore: TCI: Information 6,538 2 Svcs: Singapore: Intellectual Property Charges n.i.e. (IPC) 2,526 3 Svcs: Singapore: OB: PMC: Acctng, Auditing & Bookkeeping 2,343 4 Svcs: Singapore: IPC: Unaffiliated 2,258 5 Svcs: Singapore: IPC: Affiliated (AF) 2,240 6 Svcs: Singapore: OB: Research & Development 2,118 7 Svcs: Singapore: IPC: Industrial Processes 1,499 8 Svcs: Singapore: IPC: AF: US Aff Exp to Foreign Parent Grp 976 9 Svcs: Singapore: Government Goods & Services n.i.e. 563 10 Svcs: Singapore: OB: PMC: Advertising 460 11 Services: Singapore: TCI: Telecommunications 449 12 Services: Singapore: Maintenance & Repair n.i.e. 441 13 Services: Singapore: Travel incl Education 435 14 Svcs: Singapore: IPC: Computer Software 425 15 Svcs: Singapore: IPC: Other 306 16 Services: Singapore: Travel: Other Business & Personal 296 17 Svcs: Singapore: IPC: Trademarks 295 18 Services: Singapore: Financial 279 19 Services: Singapore: Insurance: Reinsurance 274 20 Svcs: Singapore: Other Business (OB) 252 S/N Category USD Mn 1 Services: China: Travel incl Education 23,522 2 Services: China: Travel: Other Business & Personal 12,331 3 Services: China: Travel: Education Related 11,141 4 Services: China: Intellectual Property Charges n.i.e. (IPC) 5,625 5 Services: China: IPC: Affiliated (AF) 3,416 6 Services: China: IPC: AF: US Parents Exp to Foreign Affil 3,369 7 Services: China: Financial 2,488 8 Services: China: IPC: Industrial Processes 2,418 9 Services: China: IPC: Unaffiliated 2,209 10 Services: China: OB: Technical, Trade Rel & Other Bus (TTR) 2,163 11 Services: China: Transport: Air: Passenger 1,630 12 Services: China: IPC: Trademarks 1,468 13 Services: China: Transport: Air 1,341 14 Services: China: Maintenance & Repair n.i.e. 1,184 15 Services: China: OB: TTR: Architectural & Engineering 1,126 16 Services: China: IPC: Computer Software 880 17 Services: China: OB: TTR: Operating Leasing 749 18 Services: China: Transport: Sea: Port 660 19 Services: China: IPC: Audio Visual & Related Products (AVR) 559 20 Services: China: IPC: AVR: Movies & Television Programming 529 42 Services: China: Telecommunications, Computer & Info (TCI)

  • 247

43 Services: China: TCI: Computer

  • 292

44 Services: China: OB: Professional & Mngt Consulting (PMC)

  • 348

45 Services: China: OB: PMC: Bus & Mngt Consult & PR

  • 355

46 Services: China: Other Business (OB)

  • 381

47 Services: China: Transport: Sea

  • 1,129

48 Services: China: Transport: Sea: Freight

  • 1,789

49 Services: China: OB: Research & Development

  • 2,196

41 Services: Singapore: Transport: Air: Passenger

  • 191

42 Services: Singapore: Transport: Air

  • 210

43 Svcs: Singapore: OB: TTR: Architectural & Engineering

  • 239

44 Services: Singapore: Telecomm, Computer & Info (TCI)

  • 271

45 Services: Singapore: Transport: Sea

  • 376

46 Services: Singapore: Transport: Sea: Freight

  • 468

47 Services: Singapore: Transport

  • 580

48 Svcs: Singapore: OB: PMC: Bus & Mngt Consult & PR

  • 1,124

49 Svcs: Singapore: OB: Professional & Mngt Consulting (PMC)

  • 1,424
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SLIDE 24
  • China is America’s 3rd Largest Exporting Partner (10%);

); ); ); America is China’s Largest Exporting Partner( ( ( (18%) ) ) )

China’s Trade With US

来源6彭博社 3按年数据4

100 200 300 400 500 600 1985 1987 1989 1991 1993 1995 1997 1999 2001 2003 2005 2007 2009 2011 2013 2015 US$ Bil

中国从美国进口 中国出口到美国 +17.5% pa +12.0% pa

24

#E+$5 #E2+5

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SLIDE 25
  • US Buying Higher Value>added Items &

Capital Goods at Faster Rate

US Trade Deficits with China by Product Type (SITC 1>digit)

  • 250,000
  • 200,000
  • 150,000
  • 100,000
  • 50,000

50,000 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 US$ Mil 制成品 机械 大宗商品 杂项制品

来源6#'#3按月数据4

+14.4% pa +18.0% pa +13.6% pa +8.6% pa 中 国 购 买 更 多 中 国 购 买 更 多 美 国 购 买 更 多 美 国 购 买 更 多

25

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SLIDE 26
  • Although US Is Recovering, It May Not Translate To

More Global Trade

US Nominal Imports From The World and China (US$)

26

  • 80
  • 60
  • 40
  • 20

20 40 60 80 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 % y/y World China

(; )%67.8A #67.A (: )%6.A #6.7A (? )%6(.:A #6.8A

56&394

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SLIDE 27
  • 3.0

4.7 5.6

  • 2.1

3.9 1.7

  • 4
  • 2

2 4 6 8 10

2000 2002 2004 2006 2008 2010 2012 2014 2016

% y/y

After Years of Dovish Monetary Policies, US Inflation Is Back Up

US Inflation Rates

27

56&394

Global Financial Crisis

'$&

:.A .7A F 8.:A G(:

H % H ! 9

slide-28
SLIDE 28
  • 4
  • 2

2 4 6 8 10 2000 2002 2004 2006 2008 2010 2012 2014 2016 % y/y UK Germany Japan China US

Same Inflation Story For Other Major Economies

Inflation Rates Across Selected Economies

28

Global Financial Crisis

56&394

'$&

:.A .7A F 8.:A G(:

H % H ! 9

.(.8A .8( .8A .8( . 8A

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SLIDE 29
  • Both Consumer and Producer Inflation Picking Up

In China

China’s CPI and PPI

29

56&394

( (8

  • 8
  • 8

( (

  • ?

;

  • ?

;

  • ?

PPI YoY CPI YoY ##!'II #!!'II

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SLIDE 30
  • 50

100 150 200 250 2000 2002 2004 2006 2008 2010 2012 2014 2016

Bloomberg Commodity Index

BCOM Index 20 40 60 80 100 120 140 160 2000 2002 2004 2006 2008 2010 2012 2014 2016

West Texas Intermediate Crude

USCRWTIC Index 500 1000 1500 2000 2500 3000 3500 2000 2002 2004 2006 2008 2010 2012 2014 2016

Aluminium

LMAHDS03 Comdty 2000 4000 6000 8000 10000 12000 2000 2002 2004 2006 2008 2010 2012 2014 2016

Copper

LMCADS03 Comdty

Higher Commodities Prices Recently

30

(?7A (;A (?A (8 A

56&3994

J7A J77A J::A J A

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SLIDE 31
  • 31

Slowdown in China’s Industries and Electricity Demand

China Electricity Production and Industrial Production (3MMA) YoY

56&3G94

( (: ( (

  • :
  • 8

? (8 ( (8

  • 8
  • 8
  • 8

:

  • ?

8

  • :
  • 7

;

  • ?

8 '% !%3:@4 IIA

  • !%3:@4

IIA !%II '%!%II

Wow!

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SLIDE 32
  • 32
slide-33
SLIDE 33
  • 33
slide-34
SLIDE 34
  • Nowcasting China’s Manufacturing Health

China Satellite Manufacturing Index % y/y

34

  • 30
  • 20
  • 10

10 20 30 40 2008 2009 2010 2011 2012 2013 2014 2015 2016 % y/y China Satellite Manufacturing Index Y/Y

56& 165$& %& ?-%#-$.""8-K +&

  • 8
  • 5,%,
slide-35
SLIDE 35
  • China’s Mfg As A Mildly Positive Leading

Indicator For SG NODX

China Satellite Manufacturing Index & Singapore Non>Oil Domestic Exports

35

  • 30
  • 20
  • 10

10 20 30 40 30 35 40 45 50 55 60 2008 2009 2010 2011 2012 2013 2014 2015 2016 NODX y/y Index China Satellite Manufacturing Index Singapore Non Oil Domestic Exports YoY (3mma)

56& 165$& %& ?-%#-$.""8-K +&

  • y = 0.7372x + 2.2456

R² = 0.3368

  • 40
  • 30
  • 20
  • 10

10 20 30 40

  • 30
  • 20
  • 10

10 20 30 40

CN Sat vs SG NODX 8(%&

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SLIDE 36
  • Alibaba, 0.21

CPI, 2.1 PPI, 5.5 RPI, 1.5

  • 8
  • 6
  • 4
  • 2

2 4 6 8 2012 2013 2014 2015 2016 % y/y

36

Higher Consumer Prices Due To Higher Labour & Services Costs

Prices in China

56&

#@#5++&! '%2

'E 5+**

slide-37
SLIDE 37

Singapore’s Economic Fate

%I$%(%"&"

37

slide-38
SLIDE 38
  • Slowdown in Almost Every Sectors; External Sectors

At The Start, And Now, Domestic Sectors. ButI

Singapore’s Real GDP by Sectors

38 9.1 7.0 3.5 2.7 2.7 2.6 2.1 1.7 1.6 5.3 4.2 2.5 >5.2 1.6 0.0 6.1 0.2 1.5 1.0 2.2 2.6 0.7 1.6 1.1 0.6 1.9 0.4

  • 6
  • 4
  • 2

2 4 6 8 10

F&I Infocomms Construction Mfg Other Svcs T&S W&R A&F Biz Svcs

% y/y 2014 2015 1-3Q2016

2015 Share 13% 4% 5% 18% 9% 8% 19% 2% 13%

  • f GDP

56#'#3G94

slide-39
SLIDE 39
  • External Sectors’ Slowdown Dragged On

Domestic Sectors, But Latest Data Is Optimistic

External vs Domestic Sectors of Singapore's GDP

39

56#'#3G94

( (8 ( (8

  • 8
  • 8
  • 8

:

7 ? 7; 7;? 77 77?

  • ?
  • ?

A0

2(%5 9(%"5

; E# 7 E# 0;E# E'

slide-40
SLIDE 40
  • Similar Reaction Seen In Stock Market

SG Large Caps With External vs Domestic Focus

40 96.65 88.18 70 80 90 100 110 120 130 140 2011 2012 2013 2014 2015 2016 Index (2011=100) Domestically-Oriented Large Caps Externally-Oriented Large Caps ! 9 L#

G(:

' H

1625FA"M;A$"N95FA"M;A$= 56&

5H#!+

slide-41
SLIDE 41
  • Weak Consumption and Investment Growth

Consumption and Investment Growth

41

0.6

  • 2.7
  • 10
  • 5

5 10 15 20 25 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 % y/y Consumption Investment

56#'#3@94

slide-42
SLIDE 42
  • A Brief History of Our Economic Strategy

42

1965 – 1978:

Export Oriented Industrialisation

1986 – 1997:

Capability Building & Economic Diversification

1998>2010:

Transforming to KBE

1979 – 1985:

Industrial Restructuring

565&+$%'%

2016>20:

# $

2016>20:

# $

2010>15:

Economic Strategies Comm

slide-43
SLIDE 43
  • A Theoretical Model of Economic Growth

43 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%

2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010

7?8 7;8 7;7 77; :

  • :

#(+ ! % 9%

5

9%**

slide-44
SLIDE 44
  • Theory vs Empirics?

Singapore’s Nominal GDP

44

  • 50

50 100 150 200 250 300 350 400 450 1960 1965 1970 1975 1980 1985 1990 1995 2000 2005 2010 2015

  • Nom. GDP (S$bn)

56#'#3@94

@#7;E

  • E

5@5:E $)7E ;8E #;07E E

slide-45
SLIDE 45
  • Theory vs Empirics?

Singapore’s Nominal GDP

45 y = 6E-08x3 - 0.004x2 + 95.057x - 763354 R² = 0.9942

  • 50

50 100 150 200 250 300 350 400 450 1960 1965 1970 1975 1980 1985 1990 1995 2000 2005 2010 2015

  • Nom. GDP (S$bn)

56#'#3@94

#(+ ! % 9% % 9% 5 9%

slide-46
SLIDE 46
  • 46
slide-47
SLIDE 47
  • 2016 Committee For Future Economy

47

.2+&,&,N .@&&+5&+,&(&, +N :.,&%,%&+N .#&&("/$5&+N 8.2& $%%&

  • 2010 Economic Strategies Committee
slide-48
SLIDE 48
  • 2016 Committee For Future Economy

48

Future growth industries and markets. '%$%%&&,&$+ 5&+-%+<++&+. Corporate capabilities and innovation. %&+% %%"+""+-%&,, %%++". Jobs and skills. @+$%&+%& $-% %&%(%&/-%K+5&+, %%$$. Urban development and infrastructure. %&$ %%"++-%&"&"$ ++%$%"&.

  • Connectivity. 5%%"%$,$&%%

,5&+&"@%,%.

slide-49
SLIDE 49
  • Comparing The 2016 Goals With 2010’s

49

.2+&,&,N .@&&+5&+ ,&(&,+N :.,&%,%&+N .#&&("/$5&+N 8.2& $% %& .&,%%. .#++%". :.O%. .%"+%$. 8.#".

P%5&-1,5&Q

  • ?
slide-50
SLIDE 50
  • 50

.&,%%. .#++%". :.O%. .%"+%$. 8.#".

&8@ & 5&

slide-51
SLIDE 51
  • Improvement in GINI Coefficient, Especially after

Government Intervention

Singapore’s GINI Coefficient

51 0.482 0.478 0.463 0.463 0.439 0.432 0.409 0.410 0.360 0.380 0.400 0.420 0.440 0.460 0.480 0.500 2000 2002 2004 2006 2008 2010 2012 2014 Gini Before Accounting for Govt Transfers & Taxes After Accounting for Govt Transfers & Taxes 0.020 0.040 0.060 2000 2002 2004 2006 2008 2010 2012 2014 Spread Average

56#'#3@94

'+"$$" $$02

slide-52
SLIDE 52
  • 52

Economic vs Social Expdt Trade/Ind vs Healthcare Expdt

Lots More Emphasis on Social Expdt Since 2011

10.1% 12.5% 6.3% 4.8% 0% 2% 4% 6% 8% 10% 12% 14% 1999 2001 2003 2005 2007 2009 2011 2013 2015 % of Total Expdt Healthcare Trade/Industry

+2.4%

  • 1.5%

44.6% 47.3% 20.0% 21.9% 0% 10% 20% 30% 40% 50% 60% 1999 2001 2003 2005 2007 2009 2011 2013 2015 % of Total Expdt % Social Expdt % Economic Expdt

+2.7% +1.9%

56#'#3@94

slide-53
SLIDE 53
  • 53

Too Much Information; Too Little Time!

slide-54
SLIDE 54
  • Utilising Machine Learning To Sieve Out Key Themes

From Singapore’s Annual Budgets

54 (? (; 7(

B

MACHINE LEARNING

? (8

slide-55
SLIDE 55
  • Topic Modelling on Previous Budgets Using The

Latent Dirichlet Allocation Method

55

1 P#,"$+%&*Q QUESTION

  • %%%&<&$%2%
  • CHALLENGE

600 pages 12 Years of History Uncovered within 1 day 1 Million words

slide-56
SLIDE 56
  • Results

56

  • '"
  • Citizens
  • Economy
  • Taxation
  • Governance

2004 2006 2008 2010 2012 2014 2016 Global Financial Crisis Increase in GST Structural Shifts In Economy 2011 Elections

slide-57
SLIDE 57
  • In Summary

57

R &%+&"$&. +$%N'EK%$ ,0&++.& +-%&,&% "+&3P&Q4. R 5%5$,$%+&#- $$,K%$".#$$$ %-,""-%" %%.'E&&,- &%&$&"%+"+. )%-%$%$,+$& %&&,2+ %++. R 5&+&%$%,$2. ++&&KK%"(+&% ++%$.

slide-58
SLIDE 58
  • Question & Answer Session

58 About The Speaker @,%"E,+$ @5@1.H+"%&S%$KK% %.$/&-,"&!+#+,%-

  • &%%"++(%,"++$

%+$. !-"%'"&,&$ $5%.H%%$%%'%%5&+ %-,+% . % $553H4% $55 @++%:$1"$5&+.#&%$%$ ++%-%+%T9%5&+6& 1&% $$TH%$+% :-%%+%++% P,%"G5&+6'@%($$*QP&'%Q/.

Contact Details Francis Tan

  • $.U&+.
slide-59
SLIDE 59

Thank You