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Discussion on Miyamoto, Nguyen and Sergeyev “Government Spending Multipliers under the Zero Lower Bound: Evidence from Japan” Etsuro Shioji (Hitotsubashi) JES 2017, February 10

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Page 1: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Discussion onMiyamoto, Nguyen and Sergeyev

“Government Spending Multipliers under the Zero Lower Bound: Evidence from Japan”

Etsuro Shioji(Hitotsubashi)

JES 2017, February 10

Page 2: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Major comment:This is a great paper with many good elements, but most importantly, 

it shows…

Page 3: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

… that the Japanese economy, in many ways, is a pioneer!

The world should try to learn more from the Japanese experiences.

Page 4: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

More concretely: what this paper does

• Big debate over the size of the G multiplier at ZLB among macroeconomists.

• This paper takes advantage of the fact that only Japan has spent a long time at ZLB.

• This allows the authors to compare the multipliers between the ZLB and the noZLBperiods.

4

Page 5: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Other major strengths of the paper

• Use of the advanced time series technique (projection method).

• Careful studies on the robustness.

• Close linkage between theory and empirics (quantitative assessment)

• But the rest of my discussion will focus mostly on one aspect of the paper.

5

Page 6: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

“Fiscal foresight” = Common challenge in the estimation 

of the effects of G

Most of G is announced in advance.= Using the actual amount of G can be 

misleading.

“News” approach Stock market based approach

6

Reactions in the literature

Shioji and Morita (JES2015) proposed a way to combine the two.

Page 7: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

This paper’s response to the problem is different from either of the two.

• Use the published forecasts as people’s expectations.

• Hence, knowing the nature of this forecast holds a key to evaluating this paper.

7

Use JCER’s short‐term forecasts Great idea!

Page 8: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

JCER forecasts

• In what follows, I will focus on GI (Public Investment).– I did not have access to GC (Government Consumption) data.

• I will look at how forecasts and the “actual” estimates, which keep getting updated, for a particular point in time (i.e., a quarter) evolved over time.

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Page 9: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

How does the JCER forecast look like?Case 1: In the aftermath of 

the Great East Japan Earthquake

9

Page 10: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Forecasts and Estimates for Q3 2011change in GI from previous quarter, real

‐4.0

‐3.0

‐2.0

‐1.0

0.0

1.0

2.0

3.0

4.0

5.0

date the estimate was published

forecast actual actual, end of 2016

10

… then Kan disappoints!Big buildup of expectations after the 

earthquake.

Page 11: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Prime minister Kan’srecovery spending

• Earthquake: March 11, 2011

• Supplementary budget –Mark 1 : May 2 = 4 trillion JPY

–Mark 2: July 25 = Expected 10 trillion; Got 2 trillion instead.

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12

‐0.1‐0.05

00.050.1

0.150.2

0.250.3

0.350.4

high, March‐mid May

low, March‐MidMay

high, mid May‐July

low, mid May‐July

Excess stock returns, construction firms"High"=High dependence on Gov

"Low" = Low dependence

Page 13: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Lesson

• This kind of event is perceived as a negative unexpected shock to GI in this paper.

• Correctly, I think.

• This example demonstrates usefulness of the paper’s approach.

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How does the JCER forecast look like?Case 2: The rise of the Abenomics

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Forecasts and Estimates for Q2 2013change in GI from previous quarter, real

‐6.0

‐4.0

‐2.0

0.0

2.0

4.0

6.0

8.0

date the estimate was published

forecast, nowcast actual actual, end of 2016

15

Huge expectations after the election!

But Abe’s bold approach  beats 

even this optimism!Or.. did he?

Page 16: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Lesson

• Data on GI is updated very frequently.

• Even after a few years.

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Page 17: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

question

• What is JCER trying to forecast?– Volume of GI that is perceived to be the reality at that time?

– Or is it going for the “true” reality (= final estimate?)??

• …and, which one is more relevant for this analysis??– Is it people’s perception about the amount of money that move people? or is it the true amount itself?

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Page 18: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

One suggestion

• Nominal G is easier to forecast and to estimate (in real time).

• Deflator for G is more difficult.

• If data availability allows, you might want to forecast them separately and then combine the two.

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Page 19: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Minor Comments

• Why focus on the effects of unexpected G?–Most G is expected, and we want to know its impact.

• This paper uses G =GC+GI. Should we treat GC and GI separately?– Fig 13 of the paper shows that the IRFs of GI and GC to G shock are very different.

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Page 20: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

continued

• Unfortunately, there is not much going in and out of ZLB.  – noZLB = before 1995– ZLB = after 1995– Many things could be different between those two. – How do we know it’s noZLB vs ZLB that’s making the difference?

This leads me to the next comment…

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Page 21: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

continued

• Related literature, mostly by Japanese researchersMostly about decreasing impact of G.

– Productivity effect of KG.

– Structural changes in the impact of G• Ihori, Nakazato & Kawade (2003): VAR• Morita (2015?): regime switching VAR 

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Page 22: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

continued

• Is all the ZLB periods alike? For example, perceived reactions of the “shadow rate” could be different across, say, different BOJ Governors.

• FP‐MP interactions: When debt is huge, does it change MP’s reaction to FP? (debt monetization?)

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AppendixJCER forecasts of future Public 

Investment

Page 24: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Next plots show how forecasts and estimates 

for a particular Quarter have evolved over time.

• I focus exclusively on Public Investment, as I did not have access to data on Government Consumption.

• Data is real, seasonally adjusted, rate of change from previous quarter (in%).

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Page 25: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Reaction to the Great East Japan Earthquake, March 2011.

Page 26: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Forecasts and Estimates for Q2 2011

0.0

1.0

2.0

3.0

4.0

5.0

6.0

7.0

8.0

9.0

date the estimate was published

forecast actual actual, end of 2016

26

Page 27: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Forecasts and Estimates for Q3 2011

‐4.0

‐3.0

‐2.0

‐1.0

0.0

1.0

2.0

3.0

4.0

5.0

date the estimate was published

forecast actual actual, end of 2016

27

Page 28: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Forecasts and Estimates for Q4 2011

‐6.0

‐4.0

‐2.0

0.0

2.0

4.0

6.0

8.0

10.0

date the estimate was published

forecast actual actual, end of 2016

28

Page 29: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Forecasts and Estimates for Q1 2012

‐2.0

0.0

2.0

4.0

6.0

8.0

10.0

date the estimate was published

forecast actual actual, end of 2016

29

Page 30: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Forecasts and Estimates for Q2 2012

‐3.0‐2.0‐1.00.01.02.03.04.05.06.07.08.0

date the estimate was published

forecast actual actual, end of 2016

30

Page 31: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Forecasts and Estimates, cumulative, Q2 2011 – Q4 2012

‐10.0

‐5.0

0.0

5.0

10.0

15.0

20.0

date the estimate was published

forecast, nowcast actual actual,, end of 2016

31

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Reaction to Abe’s victory, December 2012.

Page 33: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Forecasts and Estimates for Q1 2013

‐4.0

‐3.0

‐2.0

‐1.0

0.0

1.0

2.0

3.0

4.0

5.0

date the estimate was published

forecast actual actual, end of 2016

33

Page 34: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Forecasts and Estimates for Q2 2013

‐6.0

‐4.0

‐2.0

0.0

2.0

4.0

6.0

8.0

date the estimate was published

forecast, nowcast actual actual, end of 2016

34

Page 35: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Forecasts and Estimates for Q3 2013

‐4.0

‐2.0

0.0

2.0

4.0

6.0

8.0

date the estimate was published

forecast, nowcast actual actual, end of 2016

35

Page 36: JES 2017, February 10 - Columbia Business School€¦ · JES 2017, February 10. Major comment: This is a great paper with many good ... 6.0 8.0 10.0 date the estimate was published

Forecasts and Estimates for Q4 2013

‐5.0

‐4.0

‐3.0

‐2.0

‐1.0

0.0

1.0

2.0

3.0

date the estimate was published

forecast, nowcast actual actual, end of 2016

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