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MAKING DIGITAL FINANCE
WORK FOR WOMEN
Elisabeth Ballreich
Principal Investment Officer
Women’s World Banking Asset Management
Between 2011 and 2017, 1.2 billion adults have obtained an account, including 600 million women
Today, 69% of adults
around the world have an account
Adults with an account (%), 2017 Source: Global World Bank Findex
Account ownership for women increased from 58% to 65%
Adults with a mobile phone (%), 2017 Source: Callup World Poll 20917
3.4 billion women have
a mobile phone, incl.
61% of unbanked
women
Digital inclusion offers a potential solution for improving women’s financial inclusion
However, women face unique barriers to financial inclusion
Women tend to…
• be less literate
• have less time available
• be less mobile and spend
more time close to homes
Women face even more barriers to financial inclusion
Women typically…
• are less likely to have IDs
• lack trust and confidence
when it comes to formal
financial services
• work in the informal
sector and therefore have
irregular sources of income
Digital financial services can even exacerbate the gender gap
Research shows that women…
• are 14% less likely to own a
mobile phone than men
• exhibit steeper adoption
curves when it comes to
technology
• use phones less frequently
and intensively than men
How we design digital financial services to serve women
• Minimize barriers to account
opening with low or tiered KYC
policies
• Take the service to her
through instant account opening
in the field or door step banking
How we design digital financial services to serve women
• Bridge the emotional distance
by designing products with
relevant use cases and with
visuals and language that
speaks to her
• Build trust and a positive user
experience by training agents
on how to adequately serve
women customers
SCALING FOR IMPACT Since 2006, with a powerful social mission!
7 partners, 13 associates and consultants if required.
Core business financial inclusion, Digital Financial Services, ever more Mobile Information Services.
Automated credit scoring projects: Jordan, Uganda, Senegal
https://www.phbdevelopment.com/
PHB development
1
7
Organisations Projects Time
Build Credit Risk scoring system using mobile money data and
financial data
Project funded by UNCDF
Credit scoring system for an emergency loans for
women
2019
2019
2019
Advisory on Credit Risk scoring
Project funded by UNCDF
Build a credit risk solution WISE Burundi MFI
Build Equity’s data warehouse and channel
performance KPI’s
– to monitor client acquisition and channel usage
Project funded by the Gates Foundation
Organisations Projects
2018
Time
2014-2017
Build a credit scoring solution for the Mobile lender
Ahli Microfinance Company
`Project funded by USAID
2018
Build consolidated credit risk and Business
Intelligence reporting at BNP group Level. 2018
Support the digitalization of
financial institutions
1. Digital
Transformation
Audit
2. Creation of
efficient data
collection systems
& consolidated
databases
4. Provide mobile
applications
(deposits, savings,
payments, loan
allocation)
3. Digitalization
and
automatization of
the credit scoring
process
5. Provide
analytical tools:
Loan portfolio
monitoring
Digital Action Group
We are member of: Current implementations of digital money
lending systems and m-payments/m-
deposits solutions:
Use case Jordan
Financed & facilitated by LENS & USAID.
AMC wants to introduce tablets for the Loan Officers with in the field credit scoring, digitize Loan Disbursements - Repayments (via the use of Mobile money.)
Management realizes that the organization faces fundamental challenges.
Business objectives: improve customer service.
.
Application scoring : Information: CRB Information application
process Demographic Saving information Loan historical information Segmentation is used to
identify the group to which the customer belongs
New customers New customers with credit information
Use case Jordan, application scoring
Loan status
Description
Approved
The customer has a good credit rating
Need a visit
The field officer must visit the client and gather more
information
Loan refusal
The customer has a very poor credit rating
Call required
The field officer should call the client and survey them
further to gather more information on credit assessments
Business Requirements & understanding the data
Our credit-scoring approaches typically assess three characteristics:
–Identity: to reduce fraud
– Ability to repay: usually based on income and current debt load
– Willingness to repay: usually based on past credit
performance Hand & Henley (1997). “Statistical classification methods in consumer credit scoring: a review” Baer et al. (2013) “New credit-risk models for the unbanked”. Mckinsey.
Risk Criteria
# CreditScoringparameters
1 AgeoftheClient
2 MaritalStatus
3 NatureofBusiness/Employed
4 Gender
5 Product
6 Loanterm
7 CurrentLoanClassfication
8 encours
9 periodicite
10 AgewithBank
11 Loaneverbeeninbadclassification
12 NumberofLoansBorowed
13 sectoractivity
14 AverageacountCreditTurnover
15 AverageacountDebitTurnover
SocioDe
mograhic
Prod
uct
Loanhistory
Savinginfo
Exploratory analysis of
credit data
Gender impact in credit Scoring: Data
0
50
100
150
200
250
300
350
Count of Product
Type Rows Variable
Client identity 23.000 71
Savings 52.000 11
Loans 20.000 32
Urban Females aged 42 to 60 years are least at risk of default (< 3.5%)
Segment Default
Rate
All 4.13%
Male 4.56%
Female 3.57%
Urban Female 3,25%
Urban Male 3,63%
Rural Female 3.84%
Rural Male 5,26%
Identity : Default versus Gender-location- Age
Repay Description
Ability Average savings balance over 6 months
Ability Number of days savings balance = 0 over last 6 months
Willingness
Clients who have completed satisfactorily one loan cycle
Willingness
Number of installments when client was late over last cycle
Willingness
Maximum number of days a client was late in any installment over last cycle
Willingness
Clients who have a loan write off
Ability-Willingness : Default versus Loan &
Saving behavior
Lessons learned
Digitization must be incorporated into the business strategy of the MFI, have clear business drivers.
Digitization touches on all aspects of an organization: incremental introduction is a must!
Data analysis and Artificial Intelligence show how to combine social mission and economical viability:
Women are a desirable customer target group from both perspectives.
Opportunities for Gender Inclusion via Fintech
Bridget Dougherty
Program Head
BRAC International Microfinance
BRAC Global Footprint
Offices/Affiliates (3)
Netherlands
UK
USA
Operating countries (11)
Bangladesh
Afghanistan
Liberia
Myanmar
Nepal
Philippines
Rwanda
Sierra Leone
South Sudan
Tanzania
Uganda
Technical assistance
engagement (9)
Kenya
Philippines
Egypt
Rwanda
Pakistan
Tunisia
Uganda
Liberia
Lesotho
Country Clients Loan Out. Branches
Bangladesh 6 million $2.8 billion 2,272
Tanzania 198,683 $43.61m 151
Uganda 220,747 borrowers
69,273 savers $46.72m 163
Liberia 38,697 $5.07m 27
Sierra Leone 53,692 $6.93m 34
Myanmar 108,527 $21.44m 69
Rwanda (operation
started in July 2019)
934 borrowers
1,280 savers $.15m 3
At a Glance: BRAC Microfinance as of September 2019
BRAC INTERNATIONAL
MICROFINANCE MISSION
To provide a range of financial services responsibly to people at
the bottom of the pyramid.
We particularly focus on women living in poverty in rural and hard
to reach areas to create self-employment opportunities, build financial resilience, and harness women’s entrepreneurial spirit by empowering them economically.
Photo Credits: Matt Kertman, BRAC USA
“What would the advent of mobile money mean for microfinance generally and for our organization more specifically?”
“We realised quickly that our assumption—that what our clients want most is convenience—was wrong.” Bridging the Digital Gender
Divide in Financial Inclusion
LESSONS LEARNED
The switch to digital, especially for women who are particularly excluded, would not happen automatically.
Have to be deliberate and thoughtful about how to serve more women in poor and hard-to-reach areas, if we want technology to help to reduce the gender divide in financial inclusion.
THE IMPACT OF DISBURSING
MICROFINANCE LOANS WITH
MOBILE MONEY IN UGANDA
• 3,000 female microfinance clients from six branches in Kampala and Entebbe
- Is there demand from women clients for obtaining loans on a mobile money account?
- Does providing mobile money accounts, and the microfinance loan on a mobile money account, lead to more saving, business investment and profits for clients?
Conducted by Emma Riley, University of Oxford, Sept ’18
Locations of Participants
Stress gender lens
Add game story- hiding
loans in the household
https://novafrica.org/wp-
content/uploads/2019/05/
Hiding_loans_in_the_hou
sehold_using_mobile_mo
ney__Experimental_evid
ence_on_microenterprise
_investment_in_Uganda-
4.pdf
Over 700 successful disbursements with mobile money took place. However, there were initial and on-going difficulties
• Power cuts and unstable internet connections prevented the online platform being used; Network Failure
• The system involved a learning process during which disbursement with mobile money was slower than cash.
• Authorisation by multiple people was timely and delayed receipt of the mobile money loan
• Cross checking of correct sim numbers added to the timing
• If mobile disbursement failed the accountant had to make a second trip to the bank to withdraw cash or send clients home
DISBURSEMENTS WITH MOBILE MONEY
LESSONS LEARNED
Mobile Disbursement was most beneficial to women who
struggled with pressure to share money before the study.
Change Management: Don’t underestimate it
Mixed response to covering the related mobile charges
A stable internet connection is
needed
“The tax is a cost of using the
service. The benefits still outweigh the costs for me”
Women who receive their loan
on a mobile money account invest in 18%
more business assets. As a result
they have 15% higher profits (7% higher household
income)
“Saving on mobile money helps you to budget. When
you get hand cash you spend it.
When its on the mobile money
account you can withdraw only the money you need
and save the rest.”
Piloting Digital Agriculture Loan Starting date: February 2018
Objective: Understanding digital
credit risk scoring and mobile
money services for affordable
lending to smallholder farmers
99% of our clients are
women
93% of our staff are women
3 pilot loan cycles in East
Bago
Digital Agricredit for Smallholders in Myanmar
HCD Approach
Partners
Experian
IT vendor and Credit Scorer
Awhere
Crop suitability data provider from satellite data source
Ongo
Mobile money for loan disbursement and repayment.
L-IFT
Client enrolment and digital support for client.
Vendors
World Bank
Project coordinator, investor and platform owner, and policy advocacy
Telenor
MNO for Call Data Record (CDR) data provider for credit score
BRAC Myanmar Microfinance Co
Lending partner and operation lead
Daw Mya Khin has her member photo taken for registration
Trying to apply for a loan immediately after farmer orientation at
village meeting point
LESSONS LEARNED
Partnerships are key to unlocking the potential of technology, especially for women; But they can be challenging
Digital literacy is low, and lower for women - men have more phone ownership then women. Requires high touch as clients digital appetite is low
Digital credit scoring / decision making is complex as data is not mature and there is no SIM registration rules and no digital NRC (national registration card)
Need more flexible regulation for data sharing, that is supportive to the sector
Max $400
28% annual effective, RBM
3 months grace, 4th & 5th M
50% principle +interest
Less docs, Apply through
phone; Tech and human high
touch for decision
5 Months duration
BRAC has been announced the world’s number
1 NGO of 2019 by NGO Advisor, an independent
media organization based in Geneva.
BRAC retained the top spot for the fourth year in a row
in part due to its leadership of the Rohingya refugee
crisis, innovative new partnerships, and the continued
scale of its reach.
THANK
YOU
BETA SAVINGS PROPOSITION
A DIGITAL FINANCIAL SOLUTION FOR LOW INCOME MARKET WOMEN IN NIGERIA
BY
NJIDEKA NWABUEZE
ACCESS BANK & UN/DER BANKED WOMEN
Background
• Commercial bank with a fast-growing retail division • Sees financial inclusion as market development for growth • Expertise in technology, channels, managing outsourced sales team • National network of over 600 branches - potential for impact at
scale is significant • Opportunity to increase participation of women in customer base,
from less than 20% at baseline to 40% • Partnered with Women’s World Banking, EFInA, VISA and FSD
Africa.
BARRIERS TO WOMEN FINANCIAL INCLUSION
• Tend to be less literate and educated than their male counterparts
• Women are time poor and less mobile due to competing household and business priorities
• Less likely to have IDs or other legal documentation to open account
• Familiar with informal savings mechanisms but lack trust and confidence when it comes to formal financial services
• Women value Proximity and convenience – Accessibility- availability of their funds when they need the funds and Safety - to prevent misuse of the funds.
Overall women exhibit steeper adoption curves when it comes to technology
DEVELOPING A PROPOSITION FOR UN/DER BANKED WOMEN
• BETA Savings (“better” in Pidgin) is a simple savings account tailored for market women that offers maximum convenience to customers by delivering a low-cost banking service to their shops
• No forms, no signature, no ID required, no account references, no minimum balance
• No monthly fee, no deposit fee, no withdrawal fee (ATM/branch)
• Free starter pack with ATM card for instant account opening
BETA Savings is a simplesavings account tailored for low income market women
• The Customer’s Name • Customers Registered Mobile Phone
Number • Place of Birth • Date of Birth • Gender • Address • Next of Kins (Name and Phone number) • Initial deposit of N1,050 (This is fee for
the instant debit cards and VAT)
• Accounts are opened via phone in the field
ACCOUNT OPENING REQUIREMENTS
BETA OPERATING MODEL
ATM Branch
FAST ACCOUNT OPENING
Account opened in five minutes, from anywhere. BETA Friend captures data and photo through mobile app. Customer receives account number and mobile PIN via SMS. Customer receives starter pack with debit card, PIN mailer and info guide. EDUCATIONAL MARKETING
“Practical educational messages integrated in sales tool for BETA Friends, and in info guide in starter pack.
BETA Friend Market-based sales and service team. Promotes BETA & opens accounts. Collects deposits, handles withdrawals in the field.
Closa Agent
The success of this proposition is dependent on the success of the BETA friend who provides a friendly, trusted and dependable
service to customers
Brand Ambassadors; Face of the Bank, radiating trust, smartness and
friendly charisma
Collections: The primary collector, driving collections by providing the convenience the customer enjoys.
Service: Primary service channel, act as service providers thereby reducing traffic in the branch
Relationship officers: The main interface with the customers. Maintaining trust and accountability.
BETA FRIENDS - ROLE
BETA
Savings
Account
BETA
Target
Savings
Value
Added
Services
BETA
Kwik
Loan
• Transactional savings account
• Bridges distance between banks and market traders
• Over 900,000 customers
• Customers choose a target goal
• Save for 3, 6, or 12 months
• 300,000 investments booked
• Digital credit product. • Meet short-term needs
of market traders up to NGN 50,000 for a period of 30 days.
• 1,584 loans disbursed as of pilot completion
• Balance inquiry.
• Airtime purchase.
• Transfers. • 300,000 +
users
BETA SUITE OF PRODUCTS DEVELOPED TO MEET GROWING NEEDS OF MARKET TRADERS
RESULTS TILL DATE
• 321 branches, Over 1,300 BETA Friends • About 1 million accounts opened • 40% women • ₦8.5 billion deposit volume ($23.3million) • 45% have more than one transaction per month • 28.5% of account holders are previously unbanked CUSTOMER FEEDBACK BETA receives high rating from customers – it combines the convenience of informal systems with the security of saving with a bank. It is lower cost, pays interest, and offers 24/7 access to your money through the ATM/Agents.
“They’re collecting every day. I love it. It’s not every time [that] we’ll have time to go to the bank.” (Focus Group, Women, Balogun Oke-Arin)