Jason Schachter - UNECE Statistical Division Slide 1 Use of Household Surveys to Measure...

Jason Schachter - UNECE Statistical Division Slide 1

Use of Household Surveys to Measure International Migrant

Remittances

Jason Schachter, Statistician

United Nations Economic Commission for Europe

Towards better Evidence on Migration and Development in Eastern Europe and Central Asia, Capacity-building Workshop on Migration Statistics

Almaty, Kazakhstan, 1 November, 2013

Remices

Suitland MD, January 14-5, 2008


Introduction International remittances received by developing countries

to reach US$ 414 billion in 2013 (US$ 167 billion in 2005). Migrant remittances are a source of foreign currency

exchange, enabling countries to acquire imports or pay off debt.

Remittances reduce poverty and can contribute to economic development in migrant-sending countries.

Quality of current remittance data could be improved Increase in the number of household surveys used to

measure remittances.


BOP Definition of Remittances Definitions revised by IMF in 2007 (TSG, Luxembourg

group) -BMP6-• Concept of “migrant” no longer relevant, as definitions based on

residency (at least 12 months in household)

Categories Personal Transfers (all current transfers in cash or in

kind between resident and non-resident households) Employee Compensation (transfers between non-

resident households) Personal Remittances (first two, plus capital transfers

between households –total net worth of households transferred at initial time of migration-)

Total Remittances: Personal remittances plus social benefits (social insurance and assistance)


BOP Definitions, Cont. Recommended reporting of bi-lateral flows Independent of relationship between sender-

receiver, so family and non-family transfers included.

Except for personal transfer category, definitions are supplementary, thus countries are encouraged (not required) to complete.

Remittances can be:Monetary: Cash, money transfers, cheques, etc.In-Kind: Goods, donations, payments made on behalf of others, etc.


Some Old Limitations of “Balance of Payment" Remittance Data

Inability of banks to distinguish between short-and long-term migrants (one-year residency)

Inconsistent recording and reporting practices of BOP between, and even within, countries over time

Inability to identify flows (where remittances go (WB models))

Small transactions often go unrecorded by banks Miss transactions made at non-bank locations (e.g.

money transfer centres) Lack of information about "informal" (e.g. hand-carried)

or “in-kind” (e.g. goods) remittances


How Can Household Surveys Help Measure Remittances?

Improve measurement of the size of remittances by collecting information missing from current BOP methods (i.e. informal and “in-kind” remittances, etc.)

Measurement of the characteristics of remittance senders and receivers.

Measurement of the impact of remittances (e.g. on poverty)


Potential Drawbacks to Household Surveys

Coverage: Many sampling frames miss foreigners and/or GQ populations (which often house temporary migrants)

Large sample needed to identify flows Hard to find population: Insufficient number of

cases, particularly in destination countries, since using a sample of the population to measure a relatively rare event (migration).

Non-response (unit and item) particularly for “illegal” migrants and sensitive questions

Data quality (question sensitivity): Data recall and accuracy, especially for money-related information

Cost of conducting (and sustaining) household surveys


Household Surveys Measuring Remittances

Several countries include remittance questions on national household surveys.

Census: e.g. Guam, Dominican Republic, Palau, Tuvalu, St. Lucia (just a few questions)

Detailed remittance questions included as modules on several national household surveys, as well as internationally coordinated surveys


Examples of Internationally Coordinated Surveys

WB Living Standards and Measurement Study (LSMS) Surveys (e.g. Tajikistan 2009)

• World Bank Ad-Hoc Surveys (e.g. Survey of African Diaspora in Belgium; African Migration Project, etc.)

ILO Labour Migration Surveys (e.g. Armenia, Moldova, Ukraine)

IOM sponsored surveys (Albania, Moldova, Serbia and Montenegro, Tajikistan, and Ukraine)

Asian Development Bank (2007: Armenia, Azerbaijan, Kyrgyzstan, Tajikistan)


Some Recent Regional Examples

Tajikistan 2009 LSMS (1,500 households) Armenia 2006 Migration Survey (2,000 hhlds);

2011 Integrated Living Conditions Survey (7,872 hhlds); (2013 Migration Survey)

Ukraine 2012 Labour Migration Survey (27,800 hhlds)

Moldova 2012 LFS survey migration module (Q4: 16,000 households)


Tajikistan (LSMS) Module 2: Migration

Individuals 14 and older currently not residing in household because working abroad (current migrants) • Did they remit to household, in cash, past 12

months? Value of all remittances in cash sent past 12 months

on average per month

• Did they remit in-kind? (not defined) Value of all remittances in-kind sent

• Main method to remit cash or in-kind (12 months)


Module 7: Transfers and Social Assistance

During past 12 months has your household or any members received any money or goods from person who do not live in household (e.g. relatives living elsewhere…)…• Name/relationship to head of household • Where (donor) lives & since when lived there • How much money received past 12 months, • Main reason for assistance• Food or other goods (past 12 months) • Approximate cash value of food/goods

April 19, 2023


Module 7, continued.

During past 12 months has your household or any members made any gift (cash or in-kind) to persons who do not live in this household…(for example, relatives living elsewhere…) • Name/relationship to household head • How much money given/sent past 12 months• Main reason for assistance • Food/goods & value in past 12 months• (Nothing about where live)


Armenia: 2006 Migration Survey

Return migrants (3 month or more, since 1990) (16 and over) While living abroad, ever send money or

goods to friends or relatives in Armenia? Remittances received from houshold

members currently residing abroad/other persons living abroad

April 19, 2023


Relationship to head of household Country of residence/when moved/if work Ever send money home First/last time sent money Frequency of sending (past 12 months) Total value of money received past 12 months Methods used most frequently to send Use of money Goods from abroad (past 12 months)

– Item, value, method to send

April 19, 2023


Integrated Living Conditions Survey (2011)

Houshold member who migrated or returned since 2008 (internal and international,15 years and older) • Did (name) send remittances to immediate

family, in cash or in-kind, at any point during the past 12 months (immediate family/ relatives/friends).

April 19, 2023


H. Monetary and Commodity Flows between Households

Did household send/receive money or goods to/from an absent household member or any other person during last 12 months?

Name/Where lives Regularity, amount transferred past 12 months How transfered (bank, post, other) Purpose of transfered money Total value of food or goods transfered past 12

months

April 19, 2023


2013 Integrated Survey of the Migration of the RA Population

2007-2013 RA National Statistical Service, State Migration

Service (Russian-Armenian University),IOM Remittance and Financial Prosperity (7b)

• Financial situation improve over past 5 years (if worse: reduction in remittances), importance of current sources received from abroad

• If sent money/goods abroad, frequency, total sum past 12 months

• If received money from abroad past 12 months

April 19, 2023


Continued

Money received from abroad past 12 months (all sources)• Total amount• Method to send• Use of money received• Goods received past 12 months

Type Value Means of sending

April 19, 2023


Ukraine: 2012 Labour Migration Survey

State Statistics Service of Ukraine (ILO, IOM) (2008 previously) (15-70 year olds)

Section D "Income from abroad and household welfare“- Source of support from abroad- Type of support and amount of cash support- Frequency and method of receiving financial support- Use of financial support and total share of household income- Types of goods and their value


Moldova LFS Labour Force Migration Module (2012)

Household members, 15-64, currently living outside country/Recent return migrants (past 2 years)• What was the average monthly amount of

remittances sent/transferred/brought during last 2 years (24 months)

• How money was usually sent to beneficiaries• What money was mainly used for (>1

response possible)

April 19, 2023


Measurement of Remittances on Household Surveys

IMF definition: • Remittances include all household income

obtained or sent from abroad, regardless of relationship between sender and receiver

• Monetary or in-kind• Social benefits

Note: in addition to international migrants, internal migrants also send remittances• (e.g. Armenia ILCS, Tajikistan LSMS)


Concepts Essential for the Measurement of Remittances

Population of interest (sending and receiving countries)

Characteristics of remittance senders and receivers

Size of remittances (total amount, frequency, mode, etc.)

Impact of remittances on receivers (and economic areas)


Populations of Interest Origin Countries

Migrants currently living abroad(e.g. All regional examples)

Return migrants (former remitters) (e.g. Armenia (2006), Moldova LFS) Destination Countries

• Current migrants (who remit) (e.g. WB Diaspora survey, Belgium)

More difficult to sample/find rare populations (migrants, who remit). • Targeted sampling approaches


Characteristics Who remits? Characteristics of households receiving

remittances• If receive/send remittances (net remittances)

(sent: Armenia (ILCS & 2013), Tajikistan) • Demographic & socioeconomic characteristics

of senders/receivers (age, sex, education, occupation, etc.) (available for receivers, but rare for senders in

regional examples)

April 19, 2023


Characteristics, cont. Relationship between sender and receiver

If include non-family members (all except Moldova) If send or receive monetary or in-kind

remittances All ask about monetary remittances (Armenia, Tajikistan, and

Ukraine ask about goods)

When ask about goods (and food), do not ask about other types of in-kind remittances (e.g. payments made on behalf of others).

None specifically ask about social benefits (e.g. pensions received from abroad).

April 19, 2023


Size: Total value of remittances sent or received

Time frame usually 12 months, but sometimes ask monthly and/or most recent amount Moldova average monthly amount (past 24 months) Tajikistan monthly (past 12 months), Armenia total amount (past 12 months)

Return migrants often asked average amount sent per year while living abroad (recall issues) Armenia: not ask for amount Moldova: average monthly amount (recent returnees)

Do household surveys underreport the actual amount of remittances sent and received?


Other Dimensions of “Size” (characteristics of remittances)

Frequency How often remittances sent or received (Armenia &

Ukraine) Armenia ILCS: Regularity (monthly, quarterly, annually) Armenia (2006): How many times received money past 12

months?

Mode of delivery –id formal/informal channels- (all ask, though different response categories)

• Moldova (bank account deposit/MTO/courier/personally/friends or relatives/other(specify))

• Tajikistan (foreign bank/tajik bank/brought by self/ sent with others/hawala system)

• Armenia ILCS (bank/post/other); 2006 Survey (bank/MTO/post/agent/personally/friends or relatives/other)


Other Dimensions of “Size,” cont. Details about monetary transactions (cost, how long

it took to receive, trust in banking institutions, etc.) • None

Goods (past 12 months): type, quantity, value, how sent/received (Armenia 2006)• Armenia ILCS & Tajikistan (value of goods only)• Ukraine: type and value

Other in-kind• None

Value of “social benefits,” (none)• Ex. “Do you receive a pension for work done while away from this

country? How much do you receive monthly?” ILO


Measuring the Impact of Remittances

Subjective Well-Being• Social protection (increase with need?)• Poverty reduction (poverty rate with and without)• Dependency/reliance on remittances

Use of remittances• Household investment• Community investment• Material wealth• Education• Health

April 19, 2023


Impact Questions Level of income with and without remittances (most

measure on national surveys, e.g. LFS) What money used for (all ask, “main reason”)

• Moldova (12 categories, consumption, investment)• Tajikistan (10 categories, inc. Investment) • Armenia ILCS (3 categories: daily consumption, real

estate/property)• Armenia 2006 (17 categories, investment)

Dependency on remittances (none)• Ex. “Does this person depend on you financially for more than

25% of his/her income?” ILO Often ask for detailed information about expenditures


Harmonization

Harmonized questions needed to enhance quality (reliability and validity) of data, as well as comparability between countries• Progress over past 6 years, as regional

examples show What essential dimensions are needed to

harmonize the measurement of remittances?

Should a BOP framework be used?


Recommended Concepts to be Included on Household Survey Questionnaires

Limited number of questions which can be asked Depends on what exactly you want to measure Follow good questionnaire design (e.g. clearly worded,

mutually exclusive and exhaustive response categories) Use a 12-month time frame for remittances (monthly) Return migrants relatively recent (if want remittance

details) Identify sender-receiver relationship and include

remittances from non-family (household) members


Recommendations, Cont. Both monetary and in-kind (not just goods),

including social benefits received Social and demographic characteristics Income with and without remittances Use of informal channels (mode of transfer) Use of remittances (include measure of

reinvestment) Identify duration of residence abroad

Jason Schachter - UNECE Statistical Division Slide 1 Use of Household Surveys to Measure...

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