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Authorized for public release by the FOMC Secretariat on 04/29/2016

November 30, 2009
Survey Evidence on the Perceived Relationship between Inflation and Government Debt
among Consumers and Financial Experts
Simon Potter, Robert Rich, Giorgio Topa and Wilbert van der Klaauw1

This memo provides a summary of some new survey findings concerning the perceptions
among consumers and financial experts regarding the association between future changes in
government debt and inflation.
Executive Summary
Survey evidence indicates that a majority of consumers perceive unexpected increases in
government debt to be inflationary, irrespective of whether the higher-than-expected debt is due
to a shortfall in tax revenues or due to higher than expected government spending. Consumers
are expecting an increase in government debt over the next year, with those expecting a larger
increase in government debt also tending to have generally higher year-ahead inflation
expectations. In contrast to consumers, financial experts view the scenario in which higher-thanexpected debt is due to a shortfall in tax revenues as not inflationary; instead the alternative
scenario in which there is higher than expected government spending is perceived to be
inflationary.
Survey Instruments
Our analysis is based on data collected from two different surveys. Data on consumers
were collected through a series of web-based surveys administered to participants in RAND’s
American Life Panel (ALP) as part of the Household Inflation Expectation Project.2 ALP
participants were recruited from participants in the Reuters/University of Michigan Survey of
Consumers, who were originally contacted through random-digit dialing. Those who expressed a
willingness to participate in subsequent internet surveys and also gave consent to have their
information shared with RAND were invited to the panel.

1

Research and Statistics, Federal Reserve Bank of New York.
Starting in November 2007 a team composed of economists in the Federal Reserve System, academic economists and
psychologists set out to study the feasibility of improving the measurement and analysis of consumer inflation expectations (both
for the general price level and for wage earnings) through surveys. The project’s main goals are (i) to assess the information
content and validity of the Reuters/University of Michigan Survey measures; (ii) to improve the quality of existing measures and
to better align the measurement of household inflation expectations with the central role that inflation expectations play in current
monetary policy formulation and communication; (iii) to improve our understanding of how consumers form and update their
inflation expectations; (iv) to empirically assess the links between inflation expectations and consumer choice behavior. For a
description of the project and a discussion of some of its findings, see van der Klaauw et al. (2008) and Bruine de Bruin et al.
(2009a, 2009b, 2009c, 2009d).
2

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During the past few years, we have collected detailed information on consumers’
inflation expectations. The research findings discussed here are based on a set of special
questions included in several recent surveys conducted between September 23 and November 17
of 2009. In addition to a set of questions eliciting consumer perceptions of the relationship
between future changes in government debt and inflation, we also asked individuals for their
expectations of year-ahead inflation and year-ahead changes in US government debt.
Data on financial experts were collected from questions added to the experimental buyside survey administered by the Desk, which is mainly based on the existing primary dealer
survey. The sample size is currently very small (11) but the respondents either manage very large
portfolios and/or are viewed as influential market participants.

Expectations and Perceptions among Consumers
I.

EVIDENCE ON PERCEIVED RELATIONSHIP BETWEEN CHANGES IN
GOVERNMENT DEBT AND INFLATION

To measure consumers’ perceptions regarding the relationship between future inflation
and government debt growth, we randomly assigned two pairs of questions to respondents. The
specific question wordings for the first set, as well as the corresponding survey responses, are
shown in Table 1.
Table 1
A. Consider the following scenario: over the next 12 months, the government debt ends up growing
substantially more than the administration has predicted BECAUSE tax revenues are lower than
expected while the level of government spending remains on target. Under this scenario, how would
this change your forecast for the rate of inflation over the next 12 months?
B. Now consider this alternative scenario: over the next 12 months, the government debt ends up
growing substantially more than the administration has predicted BECAUSE the level of government
spending is much higher than expected while tax revenues remain on target. Under this alternative
scenario, how would this change your forecast for the rate of inflation over the next 12 months?
Percentage responding:
Question A
Question B
No BA
I would expect much lower inflation
I would expect somewhat lower inflation
I don't believe that it would have an effect on
inflation
I would expect somewhat higher inflation
I would expect much higher inflation
Total responses

All
2
10
18

BA
1
8
14

60
9
100%
409

66
10
100%
207

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2
12
22

All
3
9
23

BA
2
8
22

No
BA
3
10
25

55
8
100%
202

48
17
100%
408

50
18
100%
206

46
16
100%
202

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A similar set of questions were asked to the remainder of the respondents, but they
involved scenarios in which government debt ends up growing substantially less than was
predicted (because of higher-than-expected tax revenues or lower-than-expected government
spending). The specific questions, and associated survey responses, are presented in Table 2.
Table 2
A. Consider the following scenario: over the next 12 months, the government debt ends up growing
substantially less than the administration has predicted BECAUSE tax revenues are higher than
expected while the level of government spending remains on target. Under this scenario, how would
this change your forecast for the rate of inflation over the next 12 months?
B. Now consider this alternative scenario: over the next 12 months, the government debt ends up
growing substantially less than the administration has predicted BECAUSE the level of government
spending is much lower than expected while tax revenues remain on target. Under this alternative
scenario, how would this change your forecast for the rate of inflation over the next 12 months?
Percentage responding:

Question A

I would expect much lower inflation
I would expect somewhat lower inflation
I don't believe that it would have an effect on
inflation
I would expect somewhat higher inflation
I would expect much higher inflation

Total responses

All
5
38
35

BA
3
42
34

21
1
100
%
396

20
1
100
%
203

Question B
No
BA
6
34
37

23
1
100%
193

All
8
42
31

BA
8
48
25

No
BA
8
35
38

16
3
100
%
396

15
4
100
%
203

16
3
100
%
193

In a follow-up survey, we expanded the scenarios described in Table 1 by adding specific
reasons for the increase in government debt (tax revenues lower than expected due to a weak
economy or due to a new tax reform; government spending higher than expected due to
increased outlays on unemployment benefits or due to a new health care reform). Generally the
response patterns reported in Table 1 are robust to these additions. We find that the health care
reform scenario is perceived as somewhat more inflationary both relative to a more recessionary
scenario (increased outlays on unemployment benefits) and relative to the alternative acyclical
scenario (a new tax reform).
There are several conclusions that can be drawn from these survey responses:
1. The majority of respondents associate higher-than-expected government debt with higher
inflation, irrespective of whether the higher-than-expected debt is due to a shortfall in tax
revenues or due to higher than expected government spending (Table 1).

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2. Similarly, close to half of the respondents associate lower-than-expected government
debt with lower inflation, irrespective of whether the lower debt is due to higher-thanexpected tax revenues or due to lower-than-expected government spending (Table 2).
3. While one may have anticipated relatively more upward revisions to expected inflation in
the scenario outlined in question B than that outlined in question A of Table 1 (since the
former is likely associated with a relatively stronger economy), we find little difference
between the two scenarios in the overall proportion of respondents expecting higher
inflation. However, among those expecting an increase in inflation, a higher fraction of
respondents expect “much higher inflation” when the debt increase is due to government
spending.
4. Similarly, while one may have anticipated more downward revisions to expected inflation
in the scenario depicted in question B compared to that in question A of Table 2 (since
the latter reflects a stronger than expected rebound in the economy), we again find only
weak evidence for a higher overall proportion of respondents expecting lower inflation.
5. Overall the results indicate that consumers perceive unexpected increases/decreases in
government debt to have a positive/negative causal effect on inflation, with little
difference in responses between those with and without college degrees. In results not
shown here, we also did not find significant differences in responses between individuals
with household incomes above versus below $75,000, and between individuals who
scored high versus low on a numeracy and financial literacy test we administered.
Did survey participants understand the questions we asked? While the response rates to
these questions were close to 100% and respondents rated the questions as moderately hard to
answer and reasonably clear3, we cannot rule out the possibility that individuals did not fully
understand the questions or had little knowledge about the subject.

II.

CONSUMER EXPECTATIONS OF CHANGES IN GOVERNMENT DEBT

In our surveys of consumers we also elicited consumers’ expectations regarding changes
in government debt over the next year. More specifically, we asked them the following two
questions:
(i) Twelve months from now, do you expect the level of US government debt to be higher,
lower or the same as it is now?

3

After responding to the questions discussed in section I, individuals were asked to answer the question “Next, please think
about the two questions you just answered, about your expectations for inflation under two different scenarios for
government debt. How hard was it to come up with an answer to these two question”, with answer options varying from 1
(very easy) to 7 (very hard). In addition they were asked “How clear were the two questions about your expectations for
inflation under two different scenarios for government debt in terms of what they were asking for?” with answer options
varying from 1 (very unclear) to 7 (very clear). The mean rating given to the both questions was 4.6. In comparison,
consumers rated the question asking for their inflation forecast (which uses the Michigan Survey format) as 3.6 in terms of
difficulty and 5.5 in terms of clarity.

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(ii) [If higher/lower] In percentage terms, by how much do you expect the level of
government debt to be [higher/lower] twelve months from now?
Survey responses to both questions are presented in Tables 3 and 4.
Table 3
Twelve months from now, do you expect the level of US government debt to be
higher, lower or the same as it is now?
Percentage responding:
No
All
BA
BA
Higher
87
88
87
Lower
3
2
3
Same
10
10
10
100%
100%
100%
Total responses
1,207
620
587
Table 4
In percentage terms, by how much do you expect the level of government debt to
be [higher/lower] twelve months from now?4
No
Quartiles of distribution of expected
All
BA
BA
percentage change in government debt
25th percentile
5
5
5
median
10
10
12
75th percentile
20
20
25
Total responses

1,198

615

583

The survey responses in Tables 3 and 4 indicate that:
1.
A large majority of respondents expect a continued increase in US government debt over
the next 12 months (Table 3), with the median expected change being a 10% increase (Table 4).
2.
The median expected growth in government debt is slightly lower among college
graduates than non-college graduates (Table 4).

III.
RELATIONSHIP BETWEEN INDIVIDUAL INFLATION EXPECTATIONS
AND EXPECTED CHANGES IN GOVERNMENT DEBT
Participants in our surveys were also asked for their year-ahead inflation expectations. To
elicit these expectations we used the same questions as those included in the Reuters/Michigan

4

A response of zero was recorded for those who expected the government debt to be the same a year from now.

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Survey of Consumers.5 As shown in Table 5, the median year-ahead inflation forecast in our
sample, fielded during the Sept 23-Nov 17 period, was 3.2%, and the interquartile range,
representing a measure of dispersion or disagreement among individual respondents, was 3.7%.
When we relate individual inflation expectations to their expectations of future changes in
government debt, we find a statistically and economically significant positive correlation. Thus
individuals with above average expectations for growth in government debt also report above
average inflation expectations. A significant association remains after controlling for a set of
individual characteristics, including gender, income, age and educational attainment. While the
positive correlation may not represent a causal relationship, it is consistent with our findings of a
perceived link between the two discussed above in section I.

Table 5 Relationship between individual expectation of
inflation and percentage changes in government debt
Median inflation expectation

3.2

InterQuartile Range (IQR)

3.7

Correlation between expected inflation
and expected change in government debt

0.27

Expectations and Perceptions among Investors
Using slightly modified wording, asking about marketable government debt rather than
total government debt, we added a set of similar questions to the buy-side survey. The questions
and responses are shown in Tables 6 and 7.

Table 6
Twelve months from now, do you expect the level of
marketable federal government debt to be higher, lower or
the same as it is now?
Higher
9
Lower
2
Same
0
Total responses
11

5

The Michigan question asks about changes in “prices in general” during the next 12 months. Some of the reported inflation
expectations used in our analysis were based on a slightly different question wording, asking directly for expectations of the “rate
of inflation”. While we have found important differences in responses to both questions in some of our previous surveys, the
response distributions were similar during the survey period considered here (see Bruine de Bruin et al., 2009c).

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Table 7
A. Consider the following scenario: Over the next 12 months, the marketable
federal government debt ends up growing substantially more than the
administration has predicted because tax revenues are lower than expected while
the level of government spending remains on target. Under this scenario, how
would this change your forecast for the rate of inflation over the next 12 months?
B. Now consider this alternative scenario: Over the next 12 months, the marketable
federal government debt ends up growing substantially more than the
administration has predicted because the level of government spending is much
higher than expected while tax revenues remain on target. Under this alternative
scenario, how would this change your forecast for the rate of inflation over the next
12 months?
Question A Question B
Number responding:
I would expect much lower inflation
I would expect somewhat lower inflation
I don't believe that it would have an effect on inflation
I would expect somewhat higher inflation
I would expect much higher inflation

1
5
4
1
0

0
0
1
10
0

Total responses

11

11

The survey responses in Tables 6 and 7 indicate that:
1. While 9 out of 11 investors expect an increase in marketable debt over the next 12
months, 2 expect a decline (Table 6).
2. 10 out of 11 investors perceive unexpected increases in government debt to be
inflationary when it is due to higher-than-expected government spending, while 6 out of
11 perceive it to lower inflation when the higher debt is due to a shortfall in tax revenues
(Table 7).6

6

The two respondents who expected lower marketable government debt over the next 12 months gave the modal response to the
scenario questions.

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References
Bruine de Bruin, W., W. van der Klaauw, J.S. Downs, B. Fischhoff, G. Topa, O. Armantier,
2009a, “The effect of question wording on reported inflation expectations”, paper presented at
the meeting for Subjective Probability and Utility in Decision Making (SPUDM), Rovereto,
Italy.
Bruine de Bruin, W., W. van der Klaauw, J.S. Downs, B. Fischhoff, G. Topa, O. Armantier,
2009b, “Expectations of inflation: The role of demographic variables, expectation formation, and
financial literacy”, forthcoming in Journal of Consumer Affairs.
Bruine de Bruin, W., W. van der Klaauw, S. Potter, R. Rich, G. Topa, 2009c “Improving
Survey Measurement of Household Inflation Expectations”, FRBNY working paper.
Bruine de Bruin, W., C.F. Manski, G. Topa and W. van der Klaauw, 2009d, “Measuring
Consumer Uncertainty about Future Inflation”, FRBNY working paper.
van der Klaauw, W., W. Bruine de Bruin, G. Topa, S. Potter, & M. F. Bryan, 2008,
“Rethinking the Measurement of Household Inflation Expectations: Preliminary Findings”,
Federal Reserve Bank of New York Staff Report No. 359.

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