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Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data of individual interviewing
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Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Dec 29, 2015

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Page 1: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Andrey Veykher National Research University

«Higher School оf Economics»in St-Petersburg, Russia

The representative study of households based on the data

of individual interviewing

Page 2: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Questions raised by clients of surveys

1) How many households with two children of school or preschool age are there in the city?

2) What is the percentage of single-livings person and couple households?

3) How are the households distributed by amount of total income?

4) What part of the households with total month income between $ 2,000 and $ 4,000 have real estate in the countryside and haven't car?

2ESRA - Lausanne - 2011- 07 - 22

Page 3: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Methodological problemIf the units of representative survey were individuals, how to recalculate the percentages, means, another

parameters of distributions of individuals into the same

parameters of distributions for units – households?

Page 4: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

How many children are in your family?

Survey of households

Survey of individuals

the number of households with 2 or 3 children – possible

object of social assistance

the number of people who live in the

households with 2 or 3 children – data with

no practical value

4ESRA - Lausanne - 2011- 07 - 22

Page 5: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Differences of individuals and households distributions

single-living couple (2 adult)

in population (individuals) 20% 42%

in households

Data source: survey company “Crona Corsinto Ltd” (St-Petersburg, 2009)

5ESRA - Lausanne - 2011- 07 - 22

Page 6: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Differences of individuals and households distributions

single-living couple (2 adult)

in population 20% 42%

in

households

38% 40%

Data source: survey company “Crona Corsinto Ltd” (St-Petersburg, 2009)

6ESRA - Lausanne - 2011- 07 - 22

Page 7: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Algorithm as a part of complexComplex was created by survey company

“Crona Corsinto” (© 2001):• 4 steps stratified sample with quota

sampling “age + gender” at the end stage• Interview “face-to-face by houses

adjoining survey”• Algorithm of recalculating the data of

population into the data of households• Method of external validity of sampling and

implementing data collection ESRA - Lausanne - 2011- 07 - 22 7

Page 8: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Basic assumption

Households of M members of the target populations age are represented in the probability sample at M times more than households of single-living.

Page 9: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

,%100

:

:

,..2,1 ,...2,1

,..2,1

n

j

n

iij

n

jij

j

Mn

Mn

X

where: • Xj – percentage of households with feature J;• I – number of adult household members, I = 1,2,3…;• nij – number of respondents in the survey, who have

feature J and belong to the household with I adult people

9ESRA - Lausanne - 2011- 07 - 22

Page 10: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Steps of calculation - start

Scale values in different

distributions

Adult person in household Sum

1 2 3 4100

No children (individuals) 12 18 12 8 50No children

(households)

One child (individuals) 2 14 18 4 38

One child (households)

Two children (individuals) 1 4 3 4 12Two children (households)

10ESRA - Lausanne - 2011- 07 - 22

Page 11: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

1st steps of calculation – weight = 1

Scale values in different

distributions

Adult person in household

Sum1 2 3 4

No children (individuals) 12 18 12 8 50No children

(households) 12One child

(individuals) 2 14 18 4 38One child

(households) 2Two children (individuals) 1 4 3 4 12Two children (households) 1 11ESRA - Lausanne - 2011- 07 - 22

Page 12: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

2nd steps – weight = 0.5

Scale values in different

distributions

Adult person in household

Sum1 2 3 4

No children (individuals) 12 18 12 8 50No children

(households) 12 9One child

(individuals) 2 14 18 4 38One child

(households) 2 7Two children (individuals) 1 4 3 4 12Two children (households) 1 2 12ESRA - Lausanne - 2011- 07 - 22

Page 13: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

3rd steps – weight = 0.33

Scale values in different

distributions

Adult person in household

Sum1 2 3 4

No children (individuals) 12 18 12 8 50No children

(households) 12 9 4One child

(individuals) 2 14 18 4 38One child

(households) 2 7 6Two children (individuals) 1 4 3 4 12Two children (households) 1 2 1 13ESRA - Lausanne - 2011- 07 - 22

Page 14: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

4th steps – weight = 0.25

Scale values in different

distributions

Adult person in household

Sum1 2 3 4

No children (individuals) 12 18 12 8 50No children

(households) 12 9 4 2One child

(individuals) 2 14 18 4 38One child

(households) 2 7 6 1Two children (individuals) 1 4 3 4 12Two children (households) 1 2 1 1 14ESRA - Lausanne - 2011- 07 - 22

Page 15: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Steps of calculation - finish

Scale values in different

distributions

Adult person in household Sum

1 2 3 4 48

No children (individuals) 12 18 12 8 50No children

(households) 12 9 4 2 27One child

(individuals) 2 14 18 4 38One child

(households) 2 7 6 1 16Two children (individuals) 1 4 3 4 12Two children (households) 1 2 1 1 5 15ESRA - Lausanne - 2011- 07 - 22

Page 16: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

What is the household limits?

ESRA - Lausanne - 2011- 07 - 22 16

In St-Petersburg:- more than 10% citizens live in another place than they are registered as electors;- 40% persons older after 70 live separately of adult children, but they have common family budget;- more often we observe how families of high middle class have two or three flats, where live older children without economical independence.

Page 17: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Condition and consequence of algorithm implement

ESRA - Lausanne - 2011- 07 - 22 17

Condition – special question in survey questionnaires "How many people in your household who is over 18 years /or another limit of target population/?" Consequence – obtaining additional data for external validity for estimation of sample and data collection quality.

Page 18: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Result of real project

ESRA - Lausanne - 2011- 07 - 22 18

In Saint-Petersburg (2007) the deviation of calculated from survey data number of children - 752 thousands – from statistics – 742 thousands (error - 1,3%) allows us to say that proportions of households distributions by number of children correspond to reality.

Page 19: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Conclusions:

ESRA - Lausanne - 2011- 07 - 22 19

•There are possibilities to obtain many answers about household by more cheap survey of individuals.•Effective and attractive for clients control quality of sampling and data collection implementing is possible by estimation external data and the result of matrix sequential calculations on survey data about households.

Page 20: Andrey Veykher National Research University «Higher School оf Economics» in St-Petersburg, Russia The representative study of households based on the data.

Thank you for your attention!

NIU HSE in [email protected]

ESRA - Lausanne - 2011- 07 - 22 20