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P R W P7255
e Global Findex Database 2014Measuring Financial Inclusion around the World
Development Research Group
Finance and Private Sector Development Team
April 2015WPS7255Public Disclosure AuthorizedPublic Disclosure AuthorizedPublic Disclosure AuthorizedPublic Disclosure Authorized
Produced by the Research Support Team
?e Policy Research Working Paper Series disseminates the ?ndings of work in progress to encourage the exchange of ideas about development
issues. An objective of the series is to get the ?ndings out quickly, even if the presentations are less than fully polished. ?e papers carry the
names of the authors and should be cited accordingly. ?e ?ndings, interpretations, and conclusions expressed in this paper are entirely those
of the authors. ?ey do not necessarily represent the views of the International Bank for Reconstruction and Development/World Bank and
its a?liated organizations, or those of the Executive Directors of the World Bank or the governments they represent.
P R W P 7255
is paper is a product of the Finance and Private Sector Development Team, Development Research Group. It is part of
a larger eort by the World Bank to provide open access to its research and make a contribution to development policy
discussions around the world. Policy Research Working Papers are also posted on the Web at http://econ.worldbank.org.
e authors may be contacted at lklapper@worldbank.org. e Global Financial Inclusion (Global Findex) database, launched by the World Bank in 2011, provides compa- rable indicators showing how people around the world save, borrow, make payments, and manage risk. e 2014 edition of the database reveals that 62 percent of adults worldwide have an account at a bank or another type of nancial institution or with a mobile money provider.Between 2011 and 2014, 700 million adults became
account holders while the number of those without an accountthe unbankeddropped by 20 percent to 2 billion. What drove this increase in account ownership? A growth in account penetration of 13 percentage points in developing economies and innovations in technology particularly mobile money, which is helping to rapidly expand access to nancial services in Sub-Saharan Africa. Along with these gains, the data also show that big oppor- tunities remain to increase nancial inclusion, especially among women and poor people. Governments and the private sector can play a pivotal role by shifting the pay- ment of wages and government transfers from cash into accounts. ere are also large opportunities to spur greater use of accounts, allowing those who already have one to benet more fully from nancial inclusion. In developing economies 1.3 billion adults with an account pay utility bills in cash, and more than half a billion pay school fees in cash. Digitizing payments like these would enable account holders to make the payments in a way that is easier, more aordable, and more secure.ACCOUNTS
THE GLOBAL FINDEX DATABASE
11ACCOUNTS
Ownership of accounts
For the 2014 Global Findex database, account ownership is de?ned as having an account either at a ?nancial institution or through a mobile money provider. ?e ?rst category includes accounts at a bank or another type of ?nancial institution, such as a credit union, cooperative, or micro?nance institution. 1 ?e second consists of mobile phone-based services used to pay bills or to send or receive money. 2 To identify people with a mobile money account, the 2014 Global Findex survey asked respondents about their use of speci?c services that are available in their countrysuch as M-PESA, MTN Mobile Money, Airtel Money, or Orange Moneyand included in the GSM Association"s Mobile Money for the Unbanked (GSMA MMU) database. ?e de?nition of a mobile money account is limited to services that can be used without an account at a ?nancial institution. People using a mobile money account linked to their ?nancial institution are considered to have an account at a ?nancial institution. 3 ?e question on mobile money accounts was asked only in the 74 economiesamong the 143 included in the surveywhere the GSMA MMU database indicates that mobile money accounts were available at the time the survey was carried out. 4How does account ownership vary around the world?
Not surprisingly, account ownership varies widely around the world. In high-income OECD economies account ownership is almost universal: 94 percent of adults reported having an account in 2014. In developing economies only 54 percent did. ?ere are also enormous disparities among developing regions, where account penetration ranges from 14 percent in the Middle East to 69 percent in East Asia and the Paci?c (?gure1.1; map 1.1).
Globally, nearly all adults who reported
owning an account said that they have an account at a ?nancial institution: 60 percent reported having a ?nancial institution ac- count only, 1 percent having both a ?nancial institution account and a mobile money account, and 1 percent a mobile money account only. Financial institutionaccount onlyFinancial institution and mobile money accountMobile money account onlyWorld 1Source:
THE GLOBAL FINDEX DATABASE
12IBRD 41559 | APRIL 2015
MAP 1.1
fiIBRD 40563 | APRIL 2015
Adults with an account (%), 2014
0-4 5- 9 10-19 20-2930-100
No GSMA MMU services
No data available
MAP 1.2
Source:
H Global Findex database.Note: "No GSMA MMU services" indicates the absence of mobile money account services included in the GSMAMMU database.
fiHow acwHunthldHhcecacrls
Addults witishasgut- ecoo atn ecof
FIGURE4.5R44
GR4 ig -g g g ggTHE GLOBAL FINDEX DATABASE
14 How does account ownership vary by individual characteristics? ?e gap between income quintilesWith accountWithout account
614491
41
738
25
4
Source:
THE GLOBAL FINDEX DATABASE
15 ?e gender gap fiPoorest
Q2 Q3 Q4Richest
20112014
Source:
6 5 10075
50
25
0
FIIGURE4.5R5EEG
R4R44IGURE5
44GU5 G4RIG 5 4 fifi
Canada France Germany Italy Japan United
KingdomUnited
States
Poorest 40% of householdsRichest 60% of householdsSource:
Global Findex database.
THE GLOBAL FINDEX DATABASE
16 ?e youth gap fiSource:
How acuntunhEast Asia & PaciAc
Europe & Central Asia
Latin America & Caribbean
Middle East
South Asia
Sub-Saharan Africa2011
2014Male
Female
High-income OECD economies
020 40 60 80 100
7Source:
Global Findex database.
THE GLOBAL FINDEX DATABASE
17 In developing economies the unbanked live predominantly in rural areas. But precisely quantifying the urban-rural gap presents diculties. For one thing, distinguishing between urban and rural areas is not straightforwardshould the distinction be based solely on population, on the availability of certain services and infrastructure, or on subjective measures such as the judgment of the interviewer or respondent? ?is is especially challenging in a cross-country context; what might be considered rural in Bangladesh or India, for example, might be considered urban in less populous countries. ?e Gallup World Pollthe survey to which the Global Findex ques- tionnaire is addeduses di?erent approaches across countries to account for country- speci?c characteristics, which makes it dicult to create a consistent de?nition of the urban-rural divide at the global and regional level. Another challenge is that the estimates of account ownership for urban populations are oen imprecise. ?e Gallup World Poll surveys a relatively small sample of about 1,000 individuals in most countries, and in those with a predominantly rural populationinclud- ing many Sub-Saharan African countriesthis oen means that the number of urban observations is very small, resulting in estimates with large margins of error. Moreover, since 2011 Gallup, Inc. has changed its methodology in a number of countries to improve the within-country geographical representativeness of samples. For some countries this has increased the challenges in making a meaningful comparison of ac- count ownership in rural areas over time. Two countries where a consistent methodology does allow such comparison are China and India (box 1.3). For all these reasons, the 2014 Global Findex database provides estimates for account penetration in rural populations but not urban populations and o?ers no comparisons of 2011 and 2014 data on rural account penetration at the global or regional level. How and how oen nancial institution accounts are accessedHow do account holders access their ac-
counts at ?nancial institutionsand how frequently? ?is section documents how oen people deposit or withdraw money and what means they use to access their accounts when making a withdrawal or another type of ?nancial transaction. 8How often do account holders make
deposits or withdrawals?In high-income OECD economies in 2014,
84 percent of adults with an account at
a ?nancial institution reported making at least one deposit, and 87 percent at least one withdrawal, in a typical month (?gures1.9 and 1.10). In developing economies, by
East Asia & Pacific
Europe & Central Asia
High-income OECD economies
Latin America & Caribbean
Middle East
South Asia
Sub-Saharan Africa
100806040200
None1-23 or more
Source:
Global Findex database.Note: The categories do not sum to 100 percent because of "don't know" and "refuse" answers. 9GO TO BOX 1.3
THE GLOBAL FINDEX DATABASE
18100806040200
East Asia & Pacific
Europe & Central Asia
High-income OECD economies
Latin America & Caribbean
Middle East
South Asia
Sub-Saharan Africa
Made at least one deposit or withdrawal Did not make any deposits or withdrawalsSource:
Global Findex database.
11100806040200
Source:
Global Findex database.
How acunutEast Asia & PaciAc
Europe & Central Asia
High-income OECD economies
Latin America & Caribbean
Middle East
South Asia
Sub-Saharan Africa
FIGURGE4.55
I5.544RE5
GINone1-23 or more
Note: The categories do not sum to 100 percent because of "don't know" and "refuse" answers. 10THE GLOBAL FINDEX DATABASE
19How do account holders in developing
economies make withdrawals?How many people own and use debit cards?
ATMBankagentBank tellerOther
Source:
Global Findex database.Note: The categories do not sum to 100 percent because of no withdrawals made," don"t know," and refuse" answers. 12100806040200
THE GLOBAL FINDEX DATABASE
20How many people own and use credit cards?
14 fiEast Asia
& PacicEurope & CentralAsiaHigh-income
OECD economiesLatinAmerica &
CaribbeanMiddle
EastSouth
AsiaSub-Saharan
Africa
Source:
How acunutEast Asia & PaciAc
Europe & Central Asia
High-income OECD economies
Latin America & Caribbean
Middle East
South Asia
Sub-Saharan Africa
Developing economiesWorld
Did not use card
Used cardDid not have card
Source:
Global Findex database.
13 unuh100806040200
THE GLOBAL FINDEX DATABASE
21How many people access nancial institution accounts through a mobile phone?
How do people make direct electronic
payments from financial institution accounts? 15Source:
16East Asia & PaciHcHas account at a
Anancial institution
Europe & Central Asia
High-income OECD economies
Latin America & Caribbean
Middle East
South Asia
Sub-Saharan Africa
Source:
Global Findex database.
020 40 60 80 100
Used debit card
Used credit card
Used mobile phone to access account
THE GLOBAL FINDEX DATABASE
22NOTES 23
THE GLOBAL FINDEX DATABASE
231.1 How much have mobile money accounts driven growth in overall account ownership in African countries?
B1.1.2
20112014
Source:
Note:B1.1.1
South AfricaSomaliaRwandaNamibia
Zimbabwe
ZambiaUgandaTanzaniaMali
KenyaGhanaCôte d'IvoireBotswana2004 2006 2008 2010 2012 2014Number of services
Year service began
How acunththt
Adults wdish aggd-rie csonlgsc dfsoaerlir
li gd-ieolsc plefi wrdults wdish aggd-ire fsiseoaeldi d( %) fsrogsie do wdosNumber of services listed in GSMA MMU database
Source:
GSMA MMU database.
1 2 3 45 6
24THE GLOBAL FINDEX DATABASE
241.2 Are mobile money accounts narrowing the gaps in account ownership? more 25
THE GLOBAL FINDEX DATABASE
251.3 Who are the newly banked? A look at China and India