Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure...

66
27 January 2017 Reweighting CPI

Transcript of Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure...

Page 1: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

27 January 2017

Reweighting CPI

Page 2: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

The weights and basket

Page 3: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

• Each product in CPI has a weight to reflect relative importance

• Weights reflect total spending patterns of households

• International practice: Reweight at least every 5 years for

relevance to changing consumption or production trends

• Last CPI reweighting: January 2013

The weights and basket

Page 4: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Weights and basket based on household expenditure survey (Income and

Expenditure or Living Conditions)

The weights and basket

Page 5: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Adjustments needed to expenditure data:

‘Sin’ purchasesAlcoholic beverages & tobacco; gambling

Frequent purchases and by different household

membersFood; personal care; restaurants etc

MethodologyNet weight (insurance, gambling)

Owner occupied housing

The weights and basket

ResponseLow response rate especially in affluent areas

Page 6: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Data sources for adjustments

Stats SA sources

National Accounts – household expenditure account

Retail sector Large sample survey – product level covering formal sector

Monthly Retail sales survey – per type of retailer

External sources

Retailer sales data – detailed summaries per product type

Excise tax data – from SARS

Industry bodies – turnover and quantity data

Regulatory agencies – SARB, FSB, CMS

Price Updating

Use inflation rates from May 2015 to December 2016

The weights and basket

Page 7: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Method to calculate weights and determine basket

• Calculate expenditure value for each product

• Select cumulative 80% value in each product category

• Minimum 0,01% of total expenditure

• Value for non-selected redistributed to those selected

• Final expenditure values are price updated

• All values then converted to percentage

The weights and basket

Page 8: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Products: what’s in and what’s out

Page 9: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Food and non-alcoholic beverages

Alcoholic beverages and tobacco

Clothing and footwear

Housing and utilities

Household contents and services

Health

Transport

Communication

Recreation and culture

Education

Restaurants and hotels

Miscellaneous

2016: 4122012: 396

goods & services

COICOP categories

Products: what’s in and what’s out

Page 10: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

WHAT’S NEW?

Products: what’s in and what’s out

Page 11: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

FROZEN PASTRY

SAVOURY BISCUITS, RUSKS

CHICKEN GIBLETS MUTTON OFFAL

PEARSREADY-MIX FLOUR

HOT CEREALS (PORRIDGE)

BEEF OFFALCORNED BEEF

CHEWING GUM PEANUTS

FO

OD

INSTANT NODDLES

What’s new?

Products: what’s in and what’s out

Page 12: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

HOUSEHOLD

COFFEE MUG

SHEET & PILLOW CASE

TOASTER COOKING POT

LEVIES FOR SECTIONAL TITLE PROPERTY

Products: what’s in and what’s out

What’s new?

Page 13: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

DIESEL

DRIVING LESSONS

CAR WASH/VALET

LICENCES

CAR RENTAL

TRANSPORT

Products: what’s in and what’s out

What’s new?

Page 14: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

RE

CR

EA

TIO

N

VIDEO GAMECRAYONS TOY CAR

SOCCER BALL

Products: what’s in and what’s out

What’s new?

Page 15: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

WHAT’S OUT?

Products: what’s in and what’s out

Page 16: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

STAMPSTENNIS BALL

TEAPOT SWEET CORN (CREAM STYLE)

PRE-RECORDED DVD, BLANK CD & DVD

BOARD GAME

FAN

PUBLIC THEATRE & WARD FEES POOL CLEANER

Products: what’s in and what’s out

What’s out?

Page 17: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Products: what’s in and what’s out

Changes to groupings

Page 18: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Weights

Page 19: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Weights

Page 20: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

LP

6,1%

MP

5,7%

KZN

15,3%

EC

8,1%

FS

5,1%

NW

5,6%

NC

1,6%

WC

15,6%

GP

37,0%

Provincial proportion to total

expenditure

2012

Weights

Page 21: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Weights

LP

5,7%

MP

6,9%

KZN

12,7%

EC

8,0%

FS

5,9%

NW

5,3%

NC

1,9%

WC

17,3%

GP

36,3%

Provincial proportion to total

expenditure

2016

Page 22: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Weights

LP

24,9%

GP

16,8%

Food and non-alcoholic beverages

as percentage of provincial

expenditure

Page 23: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

FS

8,2%

EC

3,8%

Alcoholic beverages and tobacco as

percentage of provincial

expenditure

Weights

Page 24: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

NC

16,7%

GP

25,8%

Housing and utilities as percentage

of provincial expenditure

Weights

Page 25: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

WC

1,9%

LP

0,4%

EC

0,4%

Health as percentage of provincial

expenditure

Weights

Page 26: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Decile 1: poorest 10% Decile 5: midpoint Decile 10: Richest 10%

Weights

Page 27: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Food and non-alcoholic beverages – total country

Adjustments:

• Whole category:

Retail LSS and monthly

retail sales; informal and

micro from National Accounts.

• Second and third level (Food

- Bread and cereals):

Retail LSS

• Fourth level (Bread, biscuits):

LCS or Retail LSS

• Fifth level (Brown/white

bread): LCS or Retailer sales

data

Weights

Page 28: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Food and non-alcoholic beverages - headline

Weights

Page 29: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Alcoholic beverages and tobacco - total country

Adjustments:

Excise tax data

Weights

Page 30: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Alcoholic beverages and tobacco - headline

Weights

Page 31: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Clothing and footwear – total country

No adjustments made

Weights

Page 32: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Clothing and footwear - headline

Weights

Page 33: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Housing and utilities – total country

Adjustment:

Owner occupied housing –

rent matching method

Weights

Page 34: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Housing and utilities - headline

Weights

Page 35: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Household furnishings, equipment & maintenance – total country

No adjustments made

Weights

Page 36: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Household contents and services – headline

Weights

Page 37: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Health – total country

Adjustments:

Regulatory data on out of

pocket expenses

Weights

Page 38: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Health – headline

Weights

Page 39: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Transport – total country

Adjustments:

Used vehicles adjusted with

net weight

Upward adjustment for

purchase of new vehicles

using industry data

Fuel purchases adjusted

upwards using National

accounts

Weights

Page 40: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Transport - headline

Weights

Page 41: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Private transport operation - headline

Weights

Page 42: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Communication – total country

No adjustments

Weights

Page 43: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Communication - headline

Weights

Page 44: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Recreation and culture – total country

Adjustments:

Net expenditure on

gambling using

regulatory data on

revenue and winnings

Increased value for Pay

TV subscription

Weights

Page 45: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Recreation and culture - headline

Weights

Page 46: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Education – total country

Adjustments:

Increased tertiary tuition

fees using official data on

fees paid and student

numbers

Weights

Page 47: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Education – headline

Weights

Page 48: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Restaurants and hotels – total country

Adjustments:

Restaurants using trade survey

data

Alcoholic beverages using

national accounts

Weights

Page 49: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Restaurants and hotels – headline

Weights

Page 50: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Miscellaneous – total country

Adjustments:

Insurance adjusted with net

weight

Personal care increased by

same % as food

Weights

Page 51: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Miscellaneous – headline

Weights

Page 52: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Rebasing indices

Page 53: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

• Base period where all indices = 100

• Rebasing eliminates influence of historical inflation trends

• Rebasing when reweighting avoids change in index because of

weight change

• Month before implementation of new weights = base period

• Current: December 2012 =100

• New: December 2016 = 100

Rebasing

Page 54: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Methodology changes

Page 55: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Games of chance

Used vehicles

Methodology changes

Page 56: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Used vehicles

Page 57: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Aim to identify alternative index calculation

method to better reflect annual inflation

experience

Used vehicles

• Each used vehicle is unique• Used standardised prices from dealer guide

Page 58: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

• Compares same age from December – January

• Tracks price from month to month

Current method: No linking

Used vehicles

60

70

80

90

100

110

Dec-12 Dec-13 Dec-14 Dec-15 Dec-16

Used cars - published index

Page 59: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

New method: Annual linking

Transforms annual change to monthly

Used vehicles

Jan tJan t-1

1/12

Page 60: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Used vehicles

70

75

80

85

90

95

100

105

Dec-13 Jun-14 Dec-14 Jun-15 Dec-15 Jun-16

Used vehicles index - annual linking

Page 61: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Used vehicles

Page 62: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Changes to the publication

Expenditure survey designed for precision at provincial level

No city level CPI

CPI with COICOP detail will be published for:• Urban areas – headline CPI• Total country• Each province• Rural areas (national)

30 Analytical indices including CPI for deciles

Page 63: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Next reweighting

Next expenditure survey in 2018/19

Next reweighting implemented in January 2021

Page 64: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

A word on PPI

Page 65: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

PPI also to be reweighted and rebased from January 2017 release (in February)

• Manufacturing final and intermediate

– National accounts and Manufacturing large sample survey

– New products to only be implemented in 2018

• Electricity and water

• Mining and Quarrying

• Agriculture, forestry and fishing

Producer Price Index (PPI)

PPI

updated with national accounts and

administrative data each year

Page 66: Reweighting CPI - Statistics South Africa · Weights and basket based on household expenditure survey (Income and ... National Accounts –household expenditure account ... Method

Thank you!