Introduction
The Reserve Bank has been conducting Inflation
Expectations Survey of Households (IESH) on a
quarterly basis, since September 2005. The survey
elicits qualitative and quantitative responses on
expected price changes and inflation for threemonth
ahead and one-year ahead period. Inflation
expectations of households are subjective assessments
and are based on their individual consumption
baskets and therefore, may be different from the
official inflation numbers released periodically by
the government. These inflation expectations should
not be treated as forecast of any official measure of
inflation, though they may provide useful inputs on
directional movements of future inflation.
The quarterly survey results of IESH are released
along with quarterly macroeconomic and monetary
development review on RBI website. The article
presents analysis of survey results for longer-time,
especially for last four (32nd to 35th) rounds of survey.
2. Sample Coverage and Information Sought
Till September 2012 (29th round), the survey has
been conducted in 12 cities. The major metropolitan
cities, viz., Delhi, Kolkata, Mumbai and Chennai
are represented by 500 households each, while
another eight cities, viz., Jaipur, Lucknow, Bhopal,
Ahmedabad, Patna, Guwahati, Bengaluru and
Hyderabad are represented by 250 households each.
From round 30, (quarter ended December 2012) four
more cities have been added viz., Kolhapur, Nagpur,
Thiruvananthapuram and Bhubaneswar. A sample of
250 households is selected from each of these cities
so as to achieve a total sample size of 5,000 from 16 cities. The respondents having a view on perceived
current inflation are well spread across the cities
to provide a good geographical coverage, ensuring
adequate representation of gender and occupation.
The survey schedule is organised into seven
blocks covering the respondent profile (block 1),
general and product-wise price expectations (block 2
and 3), feedback on RBI’s action to control inflation
(block 4), current and expected inflation rate (block
5), amount paid for purchase of major food items
during last one month (block 6) and expectations
on changes in income/wages (block 7). The survey
questionnaire was rationalized for focused response
and the rationalized questionnaire is introduced from
35th round (Q4: 2013-14).
In this survey, the response options for price
changes are (i) price increase more than current rate,
(ii) price increase similar to current rate, (iii) price
increase less than current rate, (iv) no change in prices
and (v) decline in prices. The quantitative response on
inflation rates are collected in intervals - the lowest
being ‘less than 1 per cent’ and the highest being ‘16
per cent and above’ with 100 basis points size for all
intermediate classes.
From the second quarter of the financial
year 2013-14, instead of Paper and Pencil Personal
Interviewing (PAPI) technique, Computer-Assisted
Personal Interviewing (CAPI) process is used. Under
CAPI, survey data are collected by an in-person
interviewer i.e., (face-to-face interviewing), who uses
a Tablet /computer to administer the questionnaire
to the respondent and captures the answers onto the
Tablet /computer. Introducing CAPI reduces the time
lag between data collection and data analysis. Also,
CAPI is eco-friendly as it saves papers.
3. Survey Results
3.1. Respondents’ Current Inflation Perceptions
vis-à-vis Expectations
During the year 2013-14, the median inflation
perceptions show increasing trend over quarters up
to the present survey (March, 2014 round), however both the expectations for next three-month as well
as for next one-year declined in Q4:2013-14 (Table
2). The percentages of the respondents, perceiving
current inflation and expecting future inflation in
double digits, increased over the quarters and reached
maximum in Q3:2013-14 (December, 2013 round)
before declining marginally in Q4:2013-14 (Table 1).
The mean inflation rates were observed to be rangebound
during recent years. Also, it can be observed
that inflation expectations move closely in tandem
with the current inflation perceptions (Chart 1 & 2).
The time series movements of inflation expectations
show that future expectations are comparatively
higher than current perceptions. For the first time in
the survey history, near term median inflation (i.e.
three-month ahead) expectation is lower than the
median current inflation perception in Q4:2013-14.
3.2. Movements of General Price Expectations for
Three -month Ahead and One-year Ahead
The percentage of respondents expecting
increase in ‘general prices’ for both three-month
ahead and one-year ahead periods, sharply decreased
in Q2:2013-14; the said percentage for three month ahead period decreased further during Q3:2013-14
and the percentage marginally increased in Q4:2013-
14 for both three-month and one-year ahead periods.
The percentage of respondents expecting general
prices ‘increase by more than current rate’ decreased
from 74.5 per cent (the highest position during the
year in Q2: 2013-14) to 51.2 per cent (the lowest
position during the year in Q4:2013-14) for threemonth
ahead period and 76.6 per cent (the highest
position during the year in Q2: 2013-14) to 59 per cent
(the lowest position during the year in Q4:2013-14)
for one-year ahead period.
The cross-tabulation of general price expectation
for three-months ahead and one-year ahead for the
last four rounds are given in Table 3.1 to Table 3.4.
Out of the respondents expecting price increase by
more than current rate for three-month ahead period,
majority expected the same for one-year ahead
period for last four quarters (Quarters: Q1:2013-14 to
Q4:2013-14).
Product group-wise price expectations show that
the general price expectations are relatively more
aligned with food price expectations than with other product groups. The trend is similar for both threemonth
ahead as well as one-year ahead expectations
(Chart 3 & 4).
3.3. Identification of Major Source of Variation
An analysis of variance (ANOVA) over different
rounds (Table 4) revealed that ‘City’ has always been a
significant source of variation for inflation perceptions for current period and future expectations in each
round. Other significant source of variation was
‘Occupation category’ in Q1: 2013-14 and Q4: 2013-
14 for current inflation perceptions and for inflation
expectations in Q3: 2013-14 and Q4: 2013-14. ‘Agegroup’
was significant source of variation for current
inflation perceptions in all quarters (except Q1: 2013-
14) and for three-month ahead inflation expectations in Q2: 2013-14. ‘Gender’ was also significant source of
variation for current inflation perception in Q3: 2013-
14 and for inflation rates in Q4: 2013-14.
3.4. City-wise Household Inflation Expectations
There are significant variations in inflation
expectations across cities (Chart 5 and 6). The
respondents from Bhubaneswar expect relatively lower inflation in all quarters except in Q4:2013-14. Kolhapur respondents show relatively higher
inflation expectations in all four quarters (Table 5).
3.5. Occupation-wise Inflation Perceptions
Respondents of various occupation categories
show similar trend over quarters (Chart 7). Generally,
Retired person and Daily workers reported the higher inflation rates whereas other category respondents
reported relatively lower inflation rates in last four
quarters.
3.6. Bootstrap Confidence Interval for Estimates of
Inflation Rates
Drawing 10,000 re-samples using Simple Random
Sampling with Replacement (SRSWR), the 99 per cent
bootstrap confidence intervals for mean inflation rates
are given in Table 6. The width of confidence intervals
varied between 27 to 38 basis points. It is observed
that the exercise leads to a confidence interval with
small width indicating that the point estimates are
quite precise and stable.
3.7. Inter-consistency Between Response to
Qualitative and Quantitative Questions
The survey collects both qualitative and
quantitative responses on expected price changes
and inflation. To check the inter consistency between
qualitative and quantitative responses, a cross table
of qualitative and quantitative responses has been
worked out and results are presented in Table 7. It
is observed that the three-month ahead mean and median inflation expectations for those respondents
who expected general price ‘increase more than
current rate’ in next three-month, was observed to be
higher than their mean current inflation perceptions.
The three-month ahead mean inflation expectations
for those respondents who expected general price
‘increase less than current rate’ was found to be
less than current inflation perceptions (except in
Q2:2013-14). The difference between three-month
ahead mean inflation expectations and current
inflation has been very low for respondents who
expected general price ‘increase similar to current
rate’ in next three months. Similar observations can
be drawn regarding one-year ahead period also. Thus,
fairly consistent responses between qualitative and
quantitative questions are observed in the survey.
4. Conclusions
Double digit inflation expectations persisted
throughout the year; however, it declined marginally
in Q4:2013-14. The inflation perception and
expectations varied across various cities covered in
the survey.
Annex-Data Tables
Table 1. Distribution of Responses on Inflation Rates |
(in per cent) |
Inflation Rate |
Current Inflation Rates |
Inflation Expectations
Three-month Ahead |
Inflation Expectations
One-year Ahead |
Q1: |
Q2: |
Q3: |
Q4: |
Q1: |
Q2: |
Q3: |
Q4: |
Q1 : |
Q2: |
Q3: |
Q4: |
2013-14 |
2013-14 |
2013-14 |
2013-14 |
2013-14 |
2013-14 |
2013-14 |
2013-14 |
2013-14 |
2013-14 |
2013-14 |
2013-14 |
<1 |
0.1 |
0.0 |
0.3 |
0.6 |
0.2 |
0.0 |
1.3 |
0.9 |
1.5 |
0.5 |
0.7 |
1.0 |
1-2 |
0.2 |
0.8 |
0.8 |
0.8 |
0.1 |
0.2 |
1.3 |
0.9 |
0.1 |
0.8 |
0.7 |
1.1 |
2-3 |
0.7 |
1.9 |
1.3 |
1.5 |
0.4 |
1.1 |
2.2 |
1.6 |
0.2 |
0.5 |
0.5 |
0.9 |
3-4 |
1.1 |
1.2 |
1.4 |
1.4 |
0.7 |
1.7 |
1.9 |
1.6 |
0.4 |
0.9 |
0.8 |
1.0 |
4-5 |
2.7 |
3.7 |
3.8 |
3.7 |
1.7 |
2.1 |
3.4 |
2.8 |
0.7 |
1.6 |
1.4 |
2.3 |
5-6 |
5.3 |
5.3 |
4.7 |
4.1 |
3.3 |
3.1 |
5.5 |
2.2 |
2.2 |
2.5 |
2.3 |
3.4 |
6-7 |
7.1 |
3.2 |
2.4 |
2.4 |
5.9 |
2.3 |
2.6 |
2.5 |
5.2 |
2.8 |
1.9 |
3.0 |
7-8 |
6.8 |
4.3 |
2.8 |
2.0 |
4.3 |
3.1 |
3.4 |
2.5 |
4.2 |
3.0 |
2.3 |
1.9 |
8-9 |
10.4 |
3.4 |
3.5 |
2.1 |
6.0 |
3.1 |
3.6 |
2.0 |
4.7 |
3.2 |
3.2 |
2.2 |
9-10 |
10.0 |
9.3 |
8.8 |
12.1 |
12.4 |
6.5 |
5.3 |
8.2 |
7.0 |
4.6 |
6.3 |
6.8 |
10-11 |
11.3 |
17.0 |
15.7 |
14.2 |
11.1 |
13.3 |
9.0 |
12.1 |
10.5 |
7.3 |
8.6 |
8.1 |
11-12 |
7.5 |
2.9 |
2.2 |
2.9 |
9.8 |
3.8 |
4.0 |
8.0 |
7.6 |
4.8 |
3.9 |
5.0 |
12-13 |
6.6 |
2.5 |
2.1 |
1.8 |
8.1 |
4.8 |
4.2 |
5.1 |
8.7 |
3.0 |
3.1 |
2.1 |
13-14 |
3.1 |
1.0 |
0.9 |
1.2 |
5.7 |
2.4 |
2.5 |
2.8 |
5.5 |
1.9 |
1.7 |
2.3 |
14-15 |
2.7 |
4.4 |
3.5 |
8.3 |
3.3 |
5.1 |
4.0 |
10.0 |
5.1 |
3.6 |
4.2 |
6.6 |
15-16 |
2.1 |
7.4 |
6.4 |
10.1 |
3.3 |
8.8 |
7.5 |
7.9 |
6.7 |
7.7 |
7.0 |
8.6 |
>=16 |
22.2 |
31.7 |
39.3 |
30.8 |
23.7 |
38.5 |
38.2 |
29.0 |
29.7 |
51.3 |
51.4 |
43.9 |
Total |
100.0 |
100.0 |
100.0 |
100.0 |
100.0 |
100.0 |
100.0 |
100.0 |
100.0 |
100.0 |
100.0 |
100.0 |
Table 2: Inflation Rates |
(in per cent) |
Survey Round |
Survey
Quarter ended |
Current |
Expectations |
Three-month Ahead |
One-year Ahead |
Mean |
Median |
Mean |
Median |
Mean |
Median |
27 |
Q4:2011-12 |
11.0 |
10.2 |
11.7 |
11.3 |
12.5 |
12.7 |
28 |
Q1:2012-13 |
11.3 |
10.2 |
12.0 |
11.4 |
12.8 |
12.7 |
29 |
Q2:2012-13 |
10.6 |
9.7 |
11.5 |
10.9 |
12.7 |
13.2 |
30 |
Q3:2012-13 |
11.0 |
10.4 |
11.9 |
11.9 |
13.3 |
14.4 |
31 |
Q4:2012-13 |
10.7 |
10.3 |
11.3 |
11.3 |
12.5 |
13.0 |
32 |
Q1:2013-14 |
11.0 |
10.5 |
11.7 |
11.4 |
12.4 |
12.7 |
33 |
Q2:2013-14 |
11.8 |
11.0 |
12.8 |
14.5 |
13.5 |
16.0 |
34 |
Q3:2013-14 |
12.3 |
13.2 |
12.2 |
13.9 |
13.5 |
16.0 |
35 |
Q4:2013-14 |
12.2 |
13.3 |
12.3 |
12.9 |
13.1 |
15.3 |
Table 3.1. Cross-tabulation of General Price Expectations for
Three -month Ahead and One-year Ahead (Q1:2013-14 : Round 32) |
General price expectations One-year Ahead |
General price expectations Three-month Ahead |
|
Price increase more than current rate |
Price increase similar to current rate |
Price increase less than current rate |
No change in price |
Decline in price |
Total |
Price increase more than current rate |
57.4 |
11.3 |
2.1 |
0.4 |
0.0 |
71.3 |
Price increase similar to current rate |
4.7 |
12.8 |
1.0 |
0.2 |
0.0 |
18.7 |
Price increase less than current rate |
2.7 |
1.3 |
4.2 |
0.1 |
0.0 |
8.3 |
No change in price |
1.3 |
0.2 |
0.1 |
0.1 |
0.0 |
1.7 |
Decline in price |
0.0 |
0.0 |
0.0 |
0.0 |
0.0 |
0.1 |
Total |
66.1 |
25.6 |
7.5 |
0.8 |
0.1 |
100.0 |
Table 3.2. Cross-tabulation of General Price Expectations for
Three -month Ahead and One-year Ahead (Q2:2013-14 : Round 33) |
General price expectations One-year Ahead |
General price expectations Three-month Ahead |
|
Price increase more than current rate |
Price increase similar to current rate |
Price increase less than current rate |
No change in price |
Decline in price |
Total |
Price increase more than current rate |
65.3 |
4.6 |
0.6 |
4.3 |
1.8 |
76.6 |
Price increase similar to current rate |
5.2 |
5.5 |
0.3 |
1.5 |
0.5 |
13.0 |
Price increase less than current rate |
1.1 |
0.3 |
0.4 |
0.4 |
0.8 |
2.9 |
No change in price |
2.0 |
0.7 |
0.1 |
1.2 |
0.6 |
4.6 |
Decline in price |
1.0 |
0.2 |
0.1 |
0.4 |
1.2 |
2.9 |
Total |
74.5 |
11.3 |
1.5 |
7.8 |
4.9 |
100.0 |
Table 3.3. Cross-tabulation of General Price Expectations for
Three -month Ahead and One-year Ahead (Q3:2013-14 : Round 34) |
General price expectations One-year Ahead |
General price expectations Three-month Ahead |
|
Price increase more than current rate |
Price increase similar to current rate |
Price increase less than current rate |
No change in price |
Decline in price |
Total |
Price increase more than current rate |
46.0 |
9.5 |
2.0 |
2.3 |
1.3 |
61.1 |
Price increase similar to current rate |
5.9 |
12.1 |
2.1 |
4.3 |
0.7 |
25.1 |
Price increase less than current rate |
1.0 |
1.4 |
2.7 |
1.2 |
0.3 |
6.5 |
No change in price |
1.4 |
0.8 |
0.4 |
1.0 |
0.3 |
4.0 |
Decline in price |
1.0 |
0.3 |
0.2 |
0.6 |
1.2 |
3.3 |
Total |
55.3 |
24.0 |
7.5 |
9.5 |
3.7 |
100.0 |
Table 3.4: Cross-tabulation of General Price Expectations for
Three -month Ahead and One-year Ahead (Q4:2013-14 : Round 35) |
General price expectations One-year Ahead |
General price expectations Three-month Ahead |
|
Price increase more than current rate |
Price increase similar to current rate |
Price increase less than current rate |
No change in price |
Decline in price |
Total |
Price increase more than current rate |
42.9 |
9.6 |
2.4 |
3.1 |
1.0 |
59.0 |
Price increase similar to current rate |
5.3 |
15.8 |
2.0 |
2.2 |
0.4 |
25.7 |
Price increase less than current rate |
1.4 |
1.6 |
4.6 |
1.4 |
0.3 |
9.3 |
No change in price |
1.0 |
0.8 |
0.4 |
1.1 |
0.1 |
3.5 |
Decline in price |
0.6 |
0.5 |
0.3 |
0.5 |
0.7 |
2.4 |
Total |
51.2 |
28.4 |
9.6 |
8.3 |
2.5 |
100.0 |
Table 4: ANOVA Results: Factors that Explain the Total Variability |
Survey Round |
Survey Quarter |
Current |
Three-month Ahead |
One-year Ahead |
27 |
Q4:2011-12 |
City, Gender, Category |
City, Gender, Category |
City, Gender, Category |
28 |
Q1:2012-13 |
City, Category |
City, Category |
City, Gender, Category |
29 |
Q2:2012-13 |
City, Gender |
City, Gender, Category |
City, Category |
30 |
Q3:2012-13 |
City, Age, Category |
City, Category |
City, Category, Age |
31 |
Q4:2012-13 |
City, Category |
City, Category |
City, Category, Age |
32 |
Q1:2013-14 |
City, Category |
City |
City |
33 |
Q2:2013-14 |
City, Age |
City, Age |
City |
34 |
Q3:2013-14 |
City, Gender, Age |
City, Category |
City, Category |
35 |
Q4:2013-14 |
City, Category, Gender, Age |
City, Category, Gender |
City, Category, Gender |
Table 5: Median Inflation Perceptions and Expectations |
|
Current |
Three-month Ahead |
One-year Ahead |
Q1:2013-14 |
Q2:2013-14 |
Q3:2013-14 |
Q4:2013-14 |
Q1:2013-14 |
Q2:2013-14 |
Q3:2013-14 |
Q4:2013-14 |
Q1:2013-14 |
Q2:2013-14 |
Q3:2013-14 |
Q4:2013-14 |
Mumbai |
16.1 |
11.7 |
11.0 |
11.4 |
16.2 |
12.2 |
10.8 |
11.3 |
16.4 |
15.6 |
12.3 |
13.8 |
Delhi |
10.6 |
10.7 |
12.7 |
10.2 |
11.4 |
12.8 |
14.9 |
11.0 |
12.7 |
15.8 |
15.9 |
10.8 |
Chennai |
10.0 |
10.4 |
10.5 |
15.3 |
10.9 |
14.5 |
12.4 |
14.8 |
10.6 |
15.8 |
16.0 |
16.1 |
Kolkata |
7.1 |
10.9 |
16.1 |
15.1 |
8.6 |
15.8 |
12.8 |
15.4 |
9.0 |
16.1 |
16.1 |
16.1 |
Bengaluru |
16.2 |
8.6 |
8.3 |
10.8 |
16.2 |
9.4 |
8.8 |
10.5 |
16.2 |
10.2 |
10.2 |
10.7 |
Hyderabad |
10.4 |
10.5 |
9.9 |
5.4 |
10.9 |
10.8 |
10.7 |
5.9 |
15.0 |
11.6 |
12.4 |
6.6 |
Ahmadabad |
8.7 |
9.4 |
15.1 |
15.3 |
9.9 |
10.2 |
16.1 |
15.2 |
12.6 |
10.4 |
16.1 |
16.0 |
Lucknow |
10.4 |
16.2 |
16.4 |
14.5 |
10.5 |
16.4 |
16.4 |
14.1 |
10.5 |
16.5 |
16.5 |
15.2 |
Jaipur |
11.5 |
14.9 |
15.9 |
15.4 |
11.8 |
15.2 |
15.8 |
11.6 |
14.9 |
16.1 |
16.1 |
15.6 |
Bhopal |
7.8 |
10.2 |
10.5 |
9.7 |
8.5 |
14.1 |
12.2 |
11.7 |
9.7 |
15.3 |
15.4 |
13.9 |
Patna |
12.5 |
15.6 |
12.0 |
12.0 |
12.5 |
15.4 |
15.2 |
13.3 |
12.7 |
16.3 |
16.4 |
16.1 |
Guwahati |
16.3 |
12.9 |
15.4 |
13.6 |
16.3 |
13.2 |
15.2 |
16.0 |
16.4 |
16.3 |
16.1 |
16.3 |
Thiruvananthapuram |
11.2 |
14.0 |
13.9 |
14.3 |
12.6 |
16.0 |
10.4 |
11.7 |
15.1 |
16.1 |
15.1 |
15.6 |
Bhubaneswar |
5.7 |
6.7 |
6.4 |
10.2 |
6.5 |
7.9 |
7.6 |
10.7 |
7.3 |
9.0 |
8.6 |
11.6 |
Nagpur |
10.7 |
16.3 |
16.4 |
15.7 |
12.9 |
16.4 |
16.3 |
14.8 |
16.0 |
16.5 |
16.4 |
16.2 |
Kolhapur |
16.5 |
16.4 |
16.2 |
15.2 |
16.5 |
16.4 |
16.3 |
15.9 |
16.5 |
16.4 |
16.3 |
16.1 |
Table 6: 99% Bootstrap Confidence Intervals (BCI) Based on 10,000 Resamples |
Survey Round |
Survey Quarter |
Current |
Three-month Ahead |
One-year Ahead |
99% BCI for Mean |
Interval width |
99% BCI for Mean |
Interval width |
99% BCI for Mean |
Interval width |
32 |
Q1:2013-14 |
(10.82, 11.11) |
0.29 |
(11.53, 11.80) |
0.27 |
(12.23, 12.52) |
0.29 |
33 |
Q2:2013-14 |
(11.67, 12.00) |
0.33 |
(12.68, 12.99) |
0.31 |
(13.36, 13.68) |
0.32 |
34 |
Q3:2013-14 |
(12.14, 12.47) |
0.33 |
(11.98, 12.36) |
0.38 |
(13.39, 13.71) |
0.32 |
35 |
Q4:2013-14 |
(12.03, 12.36) |
0.33 |
(12.14, 12.47) |
0.33 |
(12.89, 13.23) |
0.34 |
Table 7: Mean Inflation Perceptions of Respondents Who Thought
General Price will Increase in Next Three-month and in Next One-year |
Survey
Quarter |
General price expectation |
Three-month Ahead |
One-year Ahead |
Inflation Rates |
Inflation Rates |
Current |
Three-month Ahead |
Current |
Three-month Ahead |
Mean |
Median |
Mean |
Median |
Mean |
Median |
Mean |
Median |
Q1: 2013-14 |
Price increase more than current rate |
10.9 |
10.2 |
12.1 |
11.7 |
10.9 |
10.3 |
13.2 |
14.1 |
Price increase similar to current rate |
10.6 |
10.7 |
10.7 |
10.7 |
10.7 |
10.8 |
10.8 |
10.9 |
Price increase less than current rate |
13.0 |
16.1 |
12.0 |
14.3 |
12.1 |
12.4 |
11.1 |
10.7 |
Q2: 2013-14 |
Price increase more than current rate |
12.0 |
11.6 |
13.0 |
15.0 |
11.9 |
11.2 |
14.2 |
16.1 |
Price increase similar to current rate |
11.4 |
10.5 |
12.5 |
12.5 |
12.1 |
11.3 |
12.3 |
12.3 |
Price increase less than current rate |
11.7 |
10.9 |
12.6 |
13.2 |
14.6 |
16.2 |
14.3 |
16.2 |
Q3: 2013-14 |
Price increase more than current rate |
12.0 |
11.5 |
12.6 |
14.9 |
12.0 |
11.5 |
14.5 |
16.2 |
Price increase similar to current rate |
13.1 |
15.2 |
12.5 |
14.5 |
12.9 |
14.5 |
12.7 |
14.2 |
Price increase less than current rate |
12.7 |
15.2 |
11.3 |
11.6 |
12.4 |
14.9 |
10.2 |
9.7 |
Q4: 2013-14 |
Price increase more than current rate |
12.1 |
12.3 |
12.9 |
14.5 |
12.2 |
12.7 |
14.4 |
16.2 |
Price increase similar to current rate |
12.3 |
14.1 |
11.7 |
11.2 |
12.1 |
14.1 |
11.9 |
12.2 |
Price increase less than current rate |
12.7 |
14.8 |
12.3 |
13.7 |
12.7 |
14.7 |
11.4 |
12.0 |
|