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Survey Design Diane Steele, Juan Muñoz, Raka Banerjee, Talip Kilic Module 1: Multi-topic Household Surveys Poverty and Inequality Course DECPI March 7, 2012

LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

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Page 1: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Survey Design

Diane Steele, Juan Muñoz, Raka Banerjee, Talip Kilic

Module 1: Multi-topic Household Surveys

Poverty and Inequality Course

DECPI

March 7, 2012

Page 2: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Qualities of a good survey

Relevance Answer the policy questions of import

Quality Methodology Accuracy and reliability Adherence to international statistical guidelines

Timeliness Punctuality Production time Comparability over time

Sustainability Public dissemination Documentation

Page 3: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

The total survey design

approach

Sampling

Data

management

Tools & Methods

Fieldwork

Or the integration of

the development of questionnaires and

methods,

sampling design,

the organization, training and

supervision of the field staff

and computerized quality controls of

fieldwork

to deliver analysts

and policy makers

reliable datasets on time

Survey design and implementation are

processes that require documentation

at all stages

Page 4: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Designing Household Survey

Questionnaires Diane Steele

Module 1: Multi-topic Household Surveys Poverty and Inequality Course

DECPI March 7, 2012

Page 5: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Questionnaire Design vs Sampling

Sampling

Complicated, in range of survey tasks –leave for specialist-

Has theory

Advantage: can tell if done right

Questionnaire design

No integrated theory, some techniques (cognitive testing)

Limited knowledge of impact of changes (LSMS IV need)

Cannot always tell when done right

Process is important

Page 6: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Process

• What are data needs?

• Can household survey meet needs?

• Is hhld survey best option?

Purpose of

Survey

Questionnaire Content

Questionnaire format

Organization of Field Work

Page 7: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Example: LSMS Surveys

Measure Welfare: Levels, Distribution, Causes

As there are multiple measures of interest:

– Consumption

– Income

– Wealth, Savings, Human Capital

– Objective measures

– Subjective measures

LSMS surveys use:

Multi-topic Household Questionnaire

Price Questionnaire

Page 8: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Example: LSMS Surveys

Measure Welfare: Levels, Distribution, Causes

Inform Policy Who Benefits/Uses Programs, public services

Impact of Programs

Use of public services

Outcomes policies designed to effect

Availability of Services to Household

Prices Charged

Quality of Services

LSMS surveys use: Household Questionnaire

Community Questionnaire

Facility Questionnaire

Page 9: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Example: LSMS Surveys

Measure Welfare: Levels, Distribution, Causes

Inform Policy

Determinants Why observed social outcomes occur

Household behavior

LSMS surveys use:

Household Questionnaire

Community Questionnaire

Facility Questionnaire

Page 10: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Starting Point

Discussion with policy makers

– What are key policies to measure

– What are other key issues

Page 11: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Starting Point

Discussion with policy makers

Discussion with Statistical Office

– Issues

– Feasibility

Page 12: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Starting Point

Discussion with policy makers

Discussion with Statistical Office

Create Data Users’ Group

Page 13: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Starting Point

Discussion with policy makers

Discussion with Statistical Office

Create Data Users’ Group

Existing Questionnaires

– Comparability

categories

variables

reference periods, age groups

– Panel

how to track households, individuals

Page 14: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Starting Point

Discussion with policy makers

Discussion with Statistical Office

Create Data Users’ Group

Existing Questionnaires

Qualitative research-

Sequential

Additional topics

Page 15: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Starting Point

Discussion with policy makers

Discussion with Statistical Office

Create Data Users’ Group

Existing Questionnaires

Qualitative research

“Increasing Policy Relevance of LSMS”

– Revision of experience

– Identify issues that hhld survey data can address

– Draft modules linked to policy issues

Page 16: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Starting Point

Discussion with policy makers

Discussion with Statistical Office

Create Data Users’ Group

Existing Questionnaires

Qualitative research

“Increasing Policy Relevance of LSMS”

Research

Concepts

Techniques

Page 17: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Designing for Quality

Multi-topic Questionnaire: Complexity

– Missing values

– Internal Consistencies

– Inaccuracies

– Omission of key issues by analysts

Page 18: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Quality Control Mechanisms

Explicit Questions

Page 19: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Explicit Questions

Example:

Language?

What is the highest

level and grade of

education that

[NAME] completed?

Education?

Page 20: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Quality Control Mechanisms

Explicit Questions

Pre-Coded

Page 21: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Pre-Coded Questions

2. Is [NAME]

......................

22. Where did [NAME] go toobtain medical care?

Male............1Female........2

Own

home...................1

Provider's

home...................2

Health

post...................3

Public Health

clinic.................4

Private Health Clinic..5

Public

Hospital...............6

Private

Hospital...............7

Other..................8

Page 22: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Quality Control Mechanisms

Explicit Questions

Pre-coded

Explicit Skip Patterns

Page 23: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Explicit Skip Patterns

4. Do youcurrentlysmokecigarettes?

5. Have youever smokedcigarettes?

6. At what agedid you startsmoking?

7. In the past30 days did youconsumealcoholicbeverages?

Yes............1 >>Q6No..............2

Yes.............1No...............2 >>Q7

Age in years Yes...............1No.................2 >>Sect. 5

Page 24: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Quality Control Mechanisms

Explicit Questions

Pre-coded

Explicit Skip Patterns

Direct Informants

Quality of data

Respondent burden

Different attitudes

Page 25: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Modules

Roster

Parents of Hhld members

Housing, Utilities

Education

Health

Labor and Other Income

Privatization

Migration

Fertility

Credit

Expenditures /

Consumption

Agriculture

Non-Agr. Businesses

Other Income Hhld

Anthropometrics

Page 26: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Modules Head Individual Best nformed

Roster

Parents of Hhld members

Housing, Utilities

Education

Health

Labor and Other Income

Privatization

Migration

Fertility

Credit

Expenditures /

Consumption

Agriculture

Non-Agr. Businesses

Other Income Hhld

Anthropometrics

Page 27: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Quality Control Mechanisms

Explicit Questions

Pre-coded

Explicit Skip Patterns

Direct Informants

Sensitive Issues Last – Fertility

– Savings and debt

– Income

Page 28: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Quality Control Mechanisms

Explicit Questions

Pre-coded

Explicit Skip Patterns

Direct Informants

Sensitive Issues Last

Packaging

Page 29: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Quality Control Mechanisms

Explicit Questions

Pre-coded

Explicit Skip Patterns

Direct Informants

Sensitive Issues Last

Packaging

Two-round format

Page 30: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Two Round Format

– Breaks up interview

– Allows entry and checking of first half data

– Allows for corrections with respondents

– Reference periods

Page 31: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Quality Control Mechanisms

Explicit Questions

Pre-coded

Explicit Skip Patterns

Direct Informants

Sensitive Issues Last

Packaging

Two-round format

Small Sample

Page 32: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Quality Control Mechanisms

Explicit Questions

Pre-coded

Explicit Skip Patterns

Direct Informants

Sensitive Issues Last

Packaging

Two-round format

Small Sample

Training

Page 33: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Pilot or Field Testing of

Questionnaires

Ensure Questionnaires capable of collecting

required information:

Is the full scope of information needed being

collected?

Page 34: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Covering Credit?

Roster

Parents of Hhld members

Housing, Utilities

Education

Health

Labor and Other Income

Privatization

Migration

Fertility

Credit

Expenditures /

Consumption

Agriculture

Non-Agr. Businesses

Other Income Hhld

Anthropometrics Individual loans:

formal-informal,

unmet demand

Mortgages

Durable

goods

Food

Purchases

Supplier

credit

Supplier

credit

Page 35: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Pilot or Field Testing of

Questionnaires

Ensure Questionnaires capable of collecting required information:

Is the full scope of information needed being collected?

Does every section respond to policy needs?

Is the information collected in different sections internally consistent?

Page 36: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Specific Sections

Is the section inclusive?

Ex. Does the questionnaire include all

prevalent

– activities

– living arrangements

– sources of income

– consumption items

Page 37: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Individual Questions

Clear in all circumstances?

Lead to unambiguous responses?

Alternative interpretations?

All responses anticipated (pre-coded)?

Are skip patterns accurate/complete?

Page 38: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Pilot Test: How to

Involve both field staff and analysts

Test all instruments

In lab, in field in all conceivable situations

Ensure enough responses to each section

to test well

Document Process

Page 39: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Testing Employment Module

Self-employed farmers

Self-employed businesspersons

Employees

Unpaid family workers

Unemployed

Homemakers

Males, females, children

Page 40: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Testing Housing Module

Homeowners

Renters

Squatters

Multi-family Units

Page 41: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Testing Agricultural Module

Subsistence Farmers

Cash-crop Farmers

Landowners

Hhlds raising Livestock

Absentee owners

Page 42: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

Revisions

Leave plenty of time to revise

– affects questionnaire

– training

– data entry

Test new revisions

– Take multiple versions to field

Page 43: LSMS Sample Template - World Banksiteresources.worldbank.org/INTPOVRES/Resources/477227... · Questionnaire Design vs Sampling ... Measure Welfare: Levels, ... Self-employed farmers

DOCUMENTATION CHECKLIST

• QUESTIONNAIRE DESIGN

– Questionnaire

– Pilot test report

– Interviewer manual

– Supervisor manual

– Other manuals