SlideShare a Scribd company logo
1 of 19
1
FSD
Kenya
Creating
value
through
financial
inclusion
Welcome
Highlights of fsd work
on digital credit &
complaints monitoring
Summit on responsible finance in
action/Nairobi/June/2019
Francis Gwer
2
FSD
Kenya
Creating
value
through
financial
inclusion
Project # 1: market conduct and
practices of digital credit
Over 6m Kenyans have borrowed at
least 1 digital loan
Usage of non-regulated digital credit
has grown from 0.6% in 2016 to 8.3%
in 2019
High uptake but less clarity on the
size and composition of the supply-
side
New entrants from outside the
prudentially regulated sectors have
emerged
.
NB: Formal borrowing: includes digital borrowing as well
Growth of digital borrowing (%)
4
FSD
Kenya
Creating
value
through
financial
inclusion
Proliferation of lenders has increased attention to wider consumer protection issues
1. Data privacy and ownership is starting to emerge as a concern: (mining, storing and sharing
consumers’ digital footprints)
2. Emerging signs of debt-stress: mobile loans rank second in the proportion of defaulters by loan
types
3. Nothing like a small debt: law permits listing non-performing loans with CRBs yet only 30% of
Kenyans are aware of CRBs
4. Long-running debates on cost
Loan defaulters from credit types: FinAccess 2019 Levels of debt stress(%): FinAccess 2019
5
FSD
Kenya
Creating
value
through
financial
inclusion
Public notice issued by financial sector regulators
regarding fraudulent digital lenders, July 2018
• CGAP & FSD published a paper in 2018 looking at the demand-side of digital credit
• FSD incepted work in 2018 looking at the supply-side
7
FSD
Kenya
Creating
value
through
financial
inclusion
Download digital credit
Apps from both Google and
iOS stores
(Total of 110 Apps)
 Register to use the loan apps (64
successful)
 Check for data & app permissions
requested
 Request for credit limit
(39 lenders, max amt 16,000)
 Borrow from providers who
issued credit limit
 Two loan cycles
 Repay first loan at 5 days
 Repay second loan at
maximum duration allowed
 Total of 40 loans
 Check your credit history from all
three credit reference bureaus
(54 reports)
Belling the cat
Understanding market conduct & practices of providers
9 research assistants:
2 never borrowed
4 borrowed & repaid
3 with default histories
Step 1
Step 2
Step 3
Step 4
Step 5
8
FSD
Kenya
Creating
value
through
financial
inclusion
110
65
47
A market that is easy to enter and exit..
9
FSD
Kenya
Creating
value
through
financial
inclusion
Offering savings services when you are
not a deposit-taking institution is
illegal
Even for unscrupulous ‘lenders’
Require the payment of a registration fee
Mimic mainstream and established lenders
10
FSD
Kenya
Creating
value
through
financial
inclusion
Data requested by fintech lenders
Phone No
Name
Email
ID No
Age
Gender
Physical
address
Economic
status
Social media
acc
Income range
Data requested by banks
Phone No.
ID No.
Name
Age
Email
KRA PIN
We will seek to protect your data and funds available in your account, however, this is not something we are able to guarantee. …You
consent to the storage, transmission of data and communications through the Internet and you acknowledge that the Internet is not necessarily a
secure communications and delivery system, and you understand the confidentiality and other risks associated with it…We accept no liability if
communications sent via the platform are intercepted by third parties or incorrectly delivered or not delivered.
Use of data is far-reaching
For this purpose, I hereby waive my rights on the confidentiality of client information and expressly consent to the
processing of any personal information and records relating to me that might be obtained from third parties
Should we wish to use your information for marketing purposes, we will inform you prior to such use. You shall be entitled to prevent such
usage by informing us, within 10 days of being informed of the proposed use, that you do not wish to disclose such information
11
FSD
Kenya
Creating
value
through
financial
inclusion
Lender
No.
loans
issued
Credit
reports
submitted
Tala 4 0
Dolax 1 0
Stawika 2 0
Upazi 1 0
Branch 2 5
Okolea 2 2
Timiza 3 8
Utunzi 2 0
Usawa 1 0
Craft 2 0
Kano 2 0
KCB M-Pesa 1 0
PesaPap 2 2
PesaZone 2 0
Stawika 1 0
M-Shwari 2 4
NIC Mobile
loan
2 6
Ubapesa 2 1
mKey 2 2
GetSaida 2 0
Kopa Cash 2 0
MCo-op Cash 1
Default history vs successful borrowing
• All banks required to submit credit histories to all the
three CRBs (Only 1 consistently submitted)
• Non-banks can submit voluntarily (and some are
submitting)
• 40 loans issued, 10 by banks and 30 by
non-banks
• 5 loans issued by non-banks to
borrowers with default histories (after 32
borrowing attempts)
• Inexperienced borrowers made 20
attempts but only 1 loan was issued by a
non-bank
• Rest of the loans issued to borrowers
without a default history
Compliance with CRB reporting requirements
12
FSD
Kenya
Creating
value
through
financial
inclusion
49%
240%
1685%
Median APR
For both bank and
non-
banks
Lowest APR
Highest APR
(Issued by a non-bank
lender)
Bank lenders have
lower APRs than
non-bank lenders.
Pricing remains high
13
FSD
Kenya
Creating
value
through
financial
inclusion
Project # 2: monitoring financial
consumer protection via social media
14
FSD
Kenya
Creating
value
through
financial
inclusion
Launched @Pesastory Twitter
handle to initiate conversations
with Kenyans on their experiences
with consumer protection issues.
3
Launch
Flagged tweets relevant to each
topic over 3 months. Not all
tweets were relevant and we
periodically added keywords to
make filters more effective
2
Monitor and analyze
Tracked every tweet to 29
financial institutions and sorted
them into 10 consumer
protection topics by keywords
1
Track
Testing the utility of Twitter to
provide insights on financial
consumer protection issues and
encourage a public dialogue
through the creation of a Twitter
handle, @Pesastory
Pesastor
y
FSD Kenya.
CitiBeats
Using CitiBeats AI text
analysis platform to track
and analyze consumer
protection relevant tweets
August to November 2018
Process
2 experiments in 1
Curate threads of tweets on
related topics to demonstrate
common experiences &
challenges.
4
Curate
15
FSD
Kenya
Creating
value
through
financial
inclusion
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
Providers
% Tweets per category, by provider
2%
7%
10%
0%
21%
3%
7%
3%
50%
2%
Agents
Blacklisting
Charges
Frozen account
Functionality
Insurance claims
Loans
Privacy
Resolution/customer service
Scams
Distribution of tweets across consumer protection
topics for a Kenyan bank, November 2018
Percentage of Tweets related to this topic
Observation 1:
• Most tweets are on customer service followed
by functionality.
• Distribution fairly similar across banks and MNOs
Platform allowed us to restrict data to a single provider
At any given time
16
FSD
Kenya
Creating
value
through
financial
inclusion
On 2nd Nov Platform showed 65 tweets sent to EB on customer service
Sample Tweets sent by Equity customers on 2nd Nov
Observation 2(1): analysis is useful in
detecting spikes in customer concerns
17
FSD
Kenya
Creating
value
through
financial
inclusion
Spike in Ecobank appeared to relate to access to accounts by customers
Observation 2(2): monitoring trends over time
Visual representation of how the volume of tweets on CP issues change over time for providers
Observation 3: Missing data on finTechs
• Twitter users most likely own a
smartphone
• Volume of tweets on fintechs very low
• Most have in-app functions for
complaints
18
FSD
Kenya
Creating
value
through
financial
inclusion
Reflections: what do the results mean?
It's useful for you to write something special
For consumers-
• Digital credit: the digital world is shifting risks in
financial services with both positive and negative
consequences for consumers
• Complaints: Need to assert their rights. Social
media is changing ways in which customers
engage with providers, allowing them to publicly
call-out consumer protection issues
For regulators-
• Gains made have been undermined by
absence of effective regulation
• There’s utility in leveraging social media
analytics for consumer protection market
monitoring especially in markets with fast-
growing DFS
• Such methods should not be seen as a
replacement of existing tools but rather an
enhancement
FSD Kenya | Creating Value through financial inclusion
19
Thank You
For your time!
FSD Kenya | Creating value through financial
inclusion
3rd Floor, 9-Riverside, Riverside Drive
P.O. Box 11353, 00100 Nairobi, Kenya|
Telephone: +254 20 513 7300
Website: www.fsdkenya.org |
Creating Value through Financial Inclusion
FSD Kenya.

More Related Content

Similar to Workshop_3_FSD_Kenya_Digital_Credit_Audit_Presentation_workshop_3.pptx

Webinar > Managing Liquidity and Cash-Out for Social Payments during COVID-19
Webinar > Managing Liquidity and Cash-Out for Social Payments during COVID-19Webinar > Managing Liquidity and Cash-Out for Social Payments during COVID-19
Webinar > Managing Liquidity and Cash-Out for Social Payments during COVID-19Better Than Cash Alliance
 
Beyond Money: The Role of Digital Currencies in Financial Inclusion
Beyond Money: The Role of Digital Currencies in Financial InclusionBeyond Money: The Role of Digital Currencies in Financial Inclusion
Beyond Money: The Role of Digital Currencies in Financial Inclusion37coins
 
What does Digital Finance mean for MFIs?
What does Digital Finance mean for MFIs?What does Digital Finance mean for MFIs?
What does Digital Finance mean for MFIs?CGAP
 
Covid-19 impact on South Africa's financial sector
Covid-19 impact on South Africa's financial sectorCovid-19 impact on South Africa's financial sector
Covid-19 impact on South Africa's financial sectorJessica Robey
 
Why Cash is Still King - Examining the Effectiveness of Alternate Delivery Ch...
Why Cash is Still King - Examining the Effectiveness of Alternate Delivery Ch...Why Cash is Still King - Examining the Effectiveness of Alternate Delivery Ch...
Why Cash is Still King - Examining the Effectiveness of Alternate Delivery Ch...Arnab Ghosh
 
Financial Services Digital Disruption – Trends & Innovations
Financial Services Digital Disruption – Trends & InnovationsFinancial Services Digital Disruption – Trends & Innovations
Financial Services Digital Disruption – Trends & InnovationsCarmelon Digital Marketing
 
strtegic ppt.. -all.final.pptx
strtegic ppt.. -all.final.pptxstrtegic ppt.. -all.final.pptx
strtegic ppt.. -all.final.pptxNadeeshanThabrew2
 
Fintech Brainfood Presents - The State of Fintech 2023
Fintech Brainfood Presents - The State of Fintech 2023Fintech Brainfood Presents - The State of Fintech 2023
Fintech Brainfood Presents - The State of Fintech 2023sytaylor0
 
Fintech Bubble or Fintech Trouble Redux
Fintech Bubble or Fintech Trouble  ReduxFintech Bubble or Fintech Trouble  Redux
Fintech Bubble or Fintech Trouble ReduxJulian Levy
 
Bangladesh's Nationwide Decentralized Blockchain Platform Powering Smart Cont...
Bangladesh's Nationwide Decentralized Blockchain Platform Powering Smart Cont...Bangladesh's Nationwide Decentralized Blockchain Platform Powering Smart Cont...
Bangladesh's Nationwide Decentralized Blockchain Platform Powering Smart Cont...TanzeemReza
 
Digital Payment-Revolution in India
Digital Payment-Revolution in IndiaDigital Payment-Revolution in India
Digital Payment-Revolution in IndiaBinod Sinha
 
Digital Finance for Inclusive Banking: Dawn of a New Age
Digital Finance for Inclusive Banking: Dawn of a New AgeDigital Finance for Inclusive Banking: Dawn of a New Age
Digital Finance for Inclusive Banking: Dawn of a New AgeSupriya Prakash Sen
 
Virtual - Digital credit card ecosystem for India
Virtual - Digital credit card   ecosystem for IndiaVirtual - Digital credit card   ecosystem for India
Virtual - Digital credit card ecosystem for IndiaSriram Natarajan
 
GROUP 3 - MGT 785- BATTLE FOR DOMINANCE IN MOBILE PAYMENTS -v2.pptx
GROUP 3 - MGT 785- BATTLE FOR DOMINANCE IN MOBILE PAYMENTS -v2.pptxGROUP 3 - MGT 785- BATTLE FOR DOMINANCE IN MOBILE PAYMENTS -v2.pptx
GROUP 3 - MGT 785- BATTLE FOR DOMINANCE IN MOBILE PAYMENTS -v2.pptxAKMAL111349
 
Risk Beyond Acquiring: Merchant Risk Across FinTech
Risk Beyond Acquiring: Merchant Risk Across FinTechRisk Beyond Acquiring: Merchant Risk Across FinTech
Risk Beyond Acquiring: Merchant Risk Across FinTechGeo Coelho
 
Best practices for preventing fraud in a real-time world
Best practices for preventing fraud in a real-time worldBest practices for preventing fraud in a real-time world
Best practices for preventing fraud in a real-time worldDomenico Scaffidi
 

Similar to Workshop_3_FSD_Kenya_Digital_Credit_Audit_Presentation_workshop_3.pptx (20)

FinTechs in Francophone Africa Democratic Republic of the Congo Report
FinTechs in Francophone Africa Democratic Republic of the Congo ReportFinTechs in Francophone Africa Democratic Republic of the Congo Report
FinTechs in Francophone Africa Democratic Republic of the Congo Report
 
Webinar > Managing Liquidity and Cash-Out for Social Payments during COVID-19
Webinar > Managing Liquidity and Cash-Out for Social Payments during COVID-19Webinar > Managing Liquidity and Cash-Out for Social Payments during COVID-19
Webinar > Managing Liquidity and Cash-Out for Social Payments during COVID-19
 
Beyond Money: The Role of Digital Currencies in Financial Inclusion
Beyond Money: The Role of Digital Currencies in Financial InclusionBeyond Money: The Role of Digital Currencies in Financial Inclusion
Beyond Money: The Role of Digital Currencies in Financial Inclusion
 
What does Digital Finance mean for MFIs?
What does Digital Finance mean for MFIs?What does Digital Finance mean for MFIs?
What does Digital Finance mean for MFIs?
 
Covid-19 impact on South Africa's financial sector
Covid-19 impact on South Africa's financial sectorCovid-19 impact on South Africa's financial sector
Covid-19 impact on South Africa's financial sector
 
Why Cash is Still King - Examining the Effectiveness of Alternate Delivery Ch...
Why Cash is Still King - Examining the Effectiveness of Alternate Delivery Ch...Why Cash is Still King - Examining the Effectiveness of Alternate Delivery Ch...
Why Cash is Still King - Examining the Effectiveness of Alternate Delivery Ch...
 
Financial Services Digital Disruption – Trends & Innovations
Financial Services Digital Disruption – Trends & InnovationsFinancial Services Digital Disruption – Trends & Innovations
Financial Services Digital Disruption – Trends & Innovations
 
strtegic ppt.. -all.final.pptx
strtegic ppt.. -all.final.pptxstrtegic ppt.. -all.final.pptx
strtegic ppt.. -all.final.pptx
 
Fintech Brainfood Presents - The State of Fintech 2023
Fintech Brainfood Presents - The State of Fintech 2023Fintech Brainfood Presents - The State of Fintech 2023
Fintech Brainfood Presents - The State of Fintech 2023
 
Fintech Bubble or Fintech Trouble Redux
Fintech Bubble or Fintech Trouble  ReduxFintech Bubble or Fintech Trouble  Redux
Fintech Bubble or Fintech Trouble Redux
 
Bangladesh's Nationwide Decentralized Blockchain Platform Powering Smart Cont...
Bangladesh's Nationwide Decentralized Blockchain Platform Powering Smart Cont...Bangladesh's Nationwide Decentralized Blockchain Platform Powering Smart Cont...
Bangladesh's Nationwide Decentralized Blockchain Platform Powering Smart Cont...
 
2013 Prepaid and Emerging Electronics Payments In Review jan 15 2015-v1
2013 Prepaid and Emerging Electronics Payments In Review jan 15 2015-v12013 Prepaid and Emerging Electronics Payments In Review jan 15 2015-v1
2013 Prepaid and Emerging Electronics Payments In Review jan 15 2015-v1
 
Digital Payment-Revolution in India
Digital Payment-Revolution in IndiaDigital Payment-Revolution in India
Digital Payment-Revolution in India
 
Digital Finance for Inclusive Banking: Dawn of a New Age
Digital Finance for Inclusive Banking: Dawn of a New AgeDigital Finance for Inclusive Banking: Dawn of a New Age
Digital Finance for Inclusive Banking: Dawn of a New Age
 
RAFLL WAPL session 5
RAFLL WAPL session 5 RAFLL WAPL session 5
RAFLL WAPL session 5
 
rural mf_service_delivery
rural mf_service_deliveryrural mf_service_delivery
rural mf_service_delivery
 
Virtual - Digital credit card ecosystem for India
Virtual - Digital credit card   ecosystem for IndiaVirtual - Digital credit card   ecosystem for India
Virtual - Digital credit card ecosystem for India
 
GROUP 3 - MGT 785- BATTLE FOR DOMINANCE IN MOBILE PAYMENTS -v2.pptx
GROUP 3 - MGT 785- BATTLE FOR DOMINANCE IN MOBILE PAYMENTS -v2.pptxGROUP 3 - MGT 785- BATTLE FOR DOMINANCE IN MOBILE PAYMENTS -v2.pptx
GROUP 3 - MGT 785- BATTLE FOR DOMINANCE IN MOBILE PAYMENTS -v2.pptx
 
Risk Beyond Acquiring: Merchant Risk Across FinTech
Risk Beyond Acquiring: Merchant Risk Across FinTechRisk Beyond Acquiring: Merchant Risk Across FinTech
Risk Beyond Acquiring: Merchant Risk Across FinTech
 
Best practices for preventing fraud in a real-time world
Best practices for preventing fraud in a real-time worldBest practices for preventing fraud in a real-time world
Best practices for preventing fraud in a real-time world
 

More from etebarkhmichale

English Email Writing byme- at work place ppt pptx
English Email Writing byme- at work place ppt pptxEnglish Email Writing byme- at work place ppt pptx
English Email Writing byme- at work place ppt pptxetebarkhmichale
 
Macro Economics short lecture note ppt.pptx
Macro Economics short  lecture note ppt.pptxMacro Economics short  lecture note ppt.pptx
Macro Economics short lecture note ppt.pptxetebarkhmichale
 
Customer Relationship Management(CRM).ppt
Customer Relationship Management(CRM).pptCustomer Relationship Management(CRM).ppt
Customer Relationship Management(CRM).pptetebarkhmichale
 
Email Writting Guideline Follow step by step PPT.pptx
Email Writting Guideline  Follow step by step PPT.pptxEmail Writting Guideline  Follow step by step PPT.pptx
Email Writting Guideline Follow step by step PPT.pptxetebarkhmichale
 
The FinTech Organisation Sstructure.pptx
The FinTech Organisation Sstructure.pptxThe FinTech Organisation Sstructure.pptx
The FinTech Organisation Sstructure.pptxetebarkhmichale
 
Supply Chain Financing to MSMEs businesses PPT.ppt
Supply Chain Financing to MSMEs businesses PPT.pptSupply Chain Financing to MSMEs businesses PPT.ppt
Supply Chain Financing to MSMEs businesses PPT.pptetebarkhmichale
 
Introduction to Financial Management ppt.ppt
Introduction to Financial Management ppt.pptIntroduction to Financial Management ppt.ppt
Introduction to Financial Management ppt.pptetebarkhmichale
 
A Strategic Planning Presentation PPT.pptx
A Strategic Planning Presentation PPT.pptxA Strategic Planning Presentation PPT.pptx
A Strategic Planning Presentation PPT.pptxetebarkhmichale
 
Concept of Customer Relationship Management (CRM) fINAL PPT.ppt
Concept of Customer Relationship Management (CRM) fINAL PPT.pptConcept of Customer Relationship Management (CRM) fINAL PPT.ppt
Concept of Customer Relationship Management (CRM) fINAL PPT.pptetebarkhmichale
 
Auditing Short Note.pdf for accounting and finance
Auditing Short Note.pdf  for accounting and financeAuditing Short Note.pdf  for accounting and finance
Auditing Short Note.pdf for accounting and financeetebarkhmichale
 
Starting A Foundation Guidance for Advisors.ppt
Starting A Foundation Guidance for Advisors.pptStarting A Foundation Guidance for Advisors.ppt
Starting A Foundation Guidance for Advisors.pptetebarkhmichale
 
Lending Principles In Commercial Banking.ppt
Lending Principles In Commercial Banking.pptLending Principles In Commercial Banking.ppt
Lending Principles In Commercial Banking.pptetebarkhmichale
 
A Short History of Banking SYSTEM PPT.ppt
A Short History of Banking SYSTEM PPT.pptA Short History of Banking SYSTEM PPT.ppt
A Short History of Banking SYSTEM PPT.pptetebarkhmichale
 
Economy of money, banking, and finance EuroMAC_Ch11.pptx
Economy of money, banking, and finance EuroMAC_Ch11.pptxEconomy of money, banking, and finance EuroMAC_Ch11.pptx
Economy of money, banking, and finance EuroMAC_Ch11.pptxetebarkhmichale
 
Chapter 6.pptx Data Analysis and processing
Chapter 6.pptx Data Analysis and processingChapter 6.pptx Data Analysis and processing
Chapter 6.pptx Data Analysis and processingetebarkhmichale
 
chapter 5.ppt data collection and analysis
chapter 5.ppt data collection and analysischapter 5.ppt data collection and analysis
chapter 5.ppt data collection and analysisetebarkhmichale
 
Banking Leadership in 21 Centuries ppt.ppt
Banking Leadership in 21 Centuries ppt.pptBanking Leadership in 21 Centuries ppt.ppt
Banking Leadership in 21 Centuries ppt.pptetebarkhmichale
 
Bank Management, leadershi, and administration .ppt
Bank Management, leadershi, and administration .pptBank Management, leadershi, and administration .ppt
Bank Management, leadershi, and administration .pptetebarkhmichale
 
Reconstruction Early Years and Reconstruction Amendments.ppt
Reconstruction Early Years and Reconstruction Amendments.pptReconstruction Early Years and Reconstruction Amendments.ppt
Reconstruction Early Years and Reconstruction Amendments.pptetebarkhmichale
 
PM Ch 3 Analyzing Consumer & Business Market.pptx
PM Ch 3 Analyzing Consumer & Business Market.pptxPM Ch 3 Analyzing Consumer & Business Market.pptx
PM Ch 3 Analyzing Consumer & Business Market.pptxetebarkhmichale
 

More from etebarkhmichale (20)

English Email Writing byme- at work place ppt pptx
English Email Writing byme- at work place ppt pptxEnglish Email Writing byme- at work place ppt pptx
English Email Writing byme- at work place ppt pptx
 
Macro Economics short lecture note ppt.pptx
Macro Economics short  lecture note ppt.pptxMacro Economics short  lecture note ppt.pptx
Macro Economics short lecture note ppt.pptx
 
Customer Relationship Management(CRM).ppt
Customer Relationship Management(CRM).pptCustomer Relationship Management(CRM).ppt
Customer Relationship Management(CRM).ppt
 
Email Writting Guideline Follow step by step PPT.pptx
Email Writting Guideline  Follow step by step PPT.pptxEmail Writting Guideline  Follow step by step PPT.pptx
Email Writting Guideline Follow step by step PPT.pptx
 
The FinTech Organisation Sstructure.pptx
The FinTech Organisation Sstructure.pptxThe FinTech Organisation Sstructure.pptx
The FinTech Organisation Sstructure.pptx
 
Supply Chain Financing to MSMEs businesses PPT.ppt
Supply Chain Financing to MSMEs businesses PPT.pptSupply Chain Financing to MSMEs businesses PPT.ppt
Supply Chain Financing to MSMEs businesses PPT.ppt
 
Introduction to Financial Management ppt.ppt
Introduction to Financial Management ppt.pptIntroduction to Financial Management ppt.ppt
Introduction to Financial Management ppt.ppt
 
A Strategic Planning Presentation PPT.pptx
A Strategic Planning Presentation PPT.pptxA Strategic Planning Presentation PPT.pptx
A Strategic Planning Presentation PPT.pptx
 
Concept of Customer Relationship Management (CRM) fINAL PPT.ppt
Concept of Customer Relationship Management (CRM) fINAL PPT.pptConcept of Customer Relationship Management (CRM) fINAL PPT.ppt
Concept of Customer Relationship Management (CRM) fINAL PPT.ppt
 
Auditing Short Note.pdf for accounting and finance
Auditing Short Note.pdf  for accounting and financeAuditing Short Note.pdf  for accounting and finance
Auditing Short Note.pdf for accounting and finance
 
Starting A Foundation Guidance for Advisors.ppt
Starting A Foundation Guidance for Advisors.pptStarting A Foundation Guidance for Advisors.ppt
Starting A Foundation Guidance for Advisors.ppt
 
Lending Principles In Commercial Banking.ppt
Lending Principles In Commercial Banking.pptLending Principles In Commercial Banking.ppt
Lending Principles In Commercial Banking.ppt
 
A Short History of Banking SYSTEM PPT.ppt
A Short History of Banking SYSTEM PPT.pptA Short History of Banking SYSTEM PPT.ppt
A Short History of Banking SYSTEM PPT.ppt
 
Economy of money, banking, and finance EuroMAC_Ch11.pptx
Economy of money, banking, and finance EuroMAC_Ch11.pptxEconomy of money, banking, and finance EuroMAC_Ch11.pptx
Economy of money, banking, and finance EuroMAC_Ch11.pptx
 
Chapter 6.pptx Data Analysis and processing
Chapter 6.pptx Data Analysis and processingChapter 6.pptx Data Analysis and processing
Chapter 6.pptx Data Analysis and processing
 
chapter 5.ppt data collection and analysis
chapter 5.ppt data collection and analysischapter 5.ppt data collection and analysis
chapter 5.ppt data collection and analysis
 
Banking Leadership in 21 Centuries ppt.ppt
Banking Leadership in 21 Centuries ppt.pptBanking Leadership in 21 Centuries ppt.ppt
Banking Leadership in 21 Centuries ppt.ppt
 
Bank Management, leadershi, and administration .ppt
Bank Management, leadershi, and administration .pptBank Management, leadershi, and administration .ppt
Bank Management, leadershi, and administration .ppt
 
Reconstruction Early Years and Reconstruction Amendments.ppt
Reconstruction Early Years and Reconstruction Amendments.pptReconstruction Early Years and Reconstruction Amendments.ppt
Reconstruction Early Years and Reconstruction Amendments.ppt
 
PM Ch 3 Analyzing Consumer & Business Market.pptx
PM Ch 3 Analyzing Consumer & Business Market.pptxPM Ch 3 Analyzing Consumer & Business Market.pptx
PM Ch 3 Analyzing Consumer & Business Market.pptx
 

Recently uploaded

Case study on tata clothing brand zudio in detail
Case study on tata clothing brand zudio in detailCase study on tata clothing brand zudio in detail
Case study on tata clothing brand zudio in detailAriel592675
 
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,noida100girls
 
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call GirlsCash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call GirlsApsara Of India
 
Catalogue ONG NUOC PPR DE NHAT .pdf
Catalogue ONG NUOC PPR DE NHAT      .pdfCatalogue ONG NUOC PPR DE NHAT      .pdf
Catalogue ONG NUOC PPR DE NHAT .pdfOrient Homes
 
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...lizamodels9
 
Call Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / Ncr
Call Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / NcrCall Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / Ncr
Call Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / Ncrdollysharma2066
 
NewBase 22 April 2024 Energy News issue - 1718 by Khaled Al Awadi (AutoRe...
NewBase  22 April  2024  Energy News issue - 1718 by Khaled Al Awadi  (AutoRe...NewBase  22 April  2024  Energy News issue - 1718 by Khaled Al Awadi  (AutoRe...
NewBase 22 April 2024 Energy News issue - 1718 by Khaled Al Awadi (AutoRe...Khaled Al Awadi
 
BEST Call Girls In BELLMONT HOTEL ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In BELLMONT HOTEL ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In BELLMONT HOTEL ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In BELLMONT HOTEL ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,noida100girls
 
RE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman LeechRE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman LeechNewman George Leech
 
Investment analysis and portfolio management
Investment analysis and portfolio managementInvestment analysis and portfolio management
Investment analysis and portfolio managementJunaidKhan750825
 
Call Girls In ⇛⇛Chhatarpur⇚⇚. Brings Offer Delhi Contact Us 8377877756
Call Girls In ⇛⇛Chhatarpur⇚⇚. Brings Offer Delhi Contact Us 8377877756Call Girls In ⇛⇛Chhatarpur⇚⇚. Brings Offer Delhi Contact Us 8377877756
Call Girls In ⇛⇛Chhatarpur⇚⇚. Brings Offer Delhi Contact Us 8377877756dollysharma2066
 
Call Girls in Mehrauli Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Mehrauli Delhi 💯Call Us 🔝8264348440🔝Call Girls in Mehrauli Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Mehrauli Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
CATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDF
CATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDFCATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDF
CATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDFOrient Homes
 
Islamabad Escorts | Call 03274100048 | Escort Service in Islamabad
Islamabad Escorts | Call 03274100048 | Escort Service in IslamabadIslamabad Escorts | Call 03274100048 | Escort Service in Islamabad
Islamabad Escorts | Call 03274100048 | Escort Service in IslamabadAyesha Khan
 
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service JamshedpurVIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service JamshedpurSuhani Kapoor
 
2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis UsageNeil Kimberley
 
Marketing Management Business Plan_My Sweet Creations
Marketing Management Business Plan_My Sweet CreationsMarketing Management Business Plan_My Sweet Creations
Marketing Management Business Plan_My Sweet Creationsnakalysalcedo61
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...lizamodels9
 
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,noida100girls
 

Recently uploaded (20)

Case study on tata clothing brand zudio in detail
Case study on tata clothing brand zudio in detailCase study on tata clothing brand zudio in detail
Case study on tata clothing brand zudio in detail
 
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Greater Noida ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
 
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call GirlsCash Payment 9602870969 Escort Service in Udaipur Call Girls
Cash Payment 9602870969 Escort Service in Udaipur Call Girls
 
Catalogue ONG NUOC PPR DE NHAT .pdf
Catalogue ONG NUOC PPR DE NHAT      .pdfCatalogue ONG NUOC PPR DE NHAT      .pdf
Catalogue ONG NUOC PPR DE NHAT .pdf
 
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
Lowrate Call Girls In Sector 18 Noida ❤️8860477959 Escorts 100% Genuine Servi...
 
Enjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCR
Enjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCREnjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCR
Enjoy ➥8448380779▻ Call Girls In Sector 18 Noida Escorts Delhi NCR
 
Call Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / Ncr
Call Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / NcrCall Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / Ncr
Call Girls in DELHI Cantt, ( Call Me )-8377877756-Female Escort- In Delhi / Ncr
 
NewBase 22 April 2024 Energy News issue - 1718 by Khaled Al Awadi (AutoRe...
NewBase  22 April  2024  Energy News issue - 1718 by Khaled Al Awadi  (AutoRe...NewBase  22 April  2024  Energy News issue - 1718 by Khaled Al Awadi  (AutoRe...
NewBase 22 April 2024 Energy News issue - 1718 by Khaled Al Awadi (AutoRe...
 
BEST Call Girls In BELLMONT HOTEL ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In BELLMONT HOTEL ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In BELLMONT HOTEL ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In BELLMONT HOTEL ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
 
RE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman LeechRE Capital's Visionary Leadership under Newman Leech
RE Capital's Visionary Leadership under Newman Leech
 
Investment analysis and portfolio management
Investment analysis and portfolio managementInvestment analysis and portfolio management
Investment analysis and portfolio management
 
Call Girls In ⇛⇛Chhatarpur⇚⇚. Brings Offer Delhi Contact Us 8377877756
Call Girls In ⇛⇛Chhatarpur⇚⇚. Brings Offer Delhi Contact Us 8377877756Call Girls In ⇛⇛Chhatarpur⇚⇚. Brings Offer Delhi Contact Us 8377877756
Call Girls In ⇛⇛Chhatarpur⇚⇚. Brings Offer Delhi Contact Us 8377877756
 
Call Girls in Mehrauli Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Mehrauli Delhi 💯Call Us 🔝8264348440🔝Call Girls in Mehrauli Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Mehrauli Delhi 💯Call Us 🔝8264348440🔝
 
CATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDF
CATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDFCATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDF
CATALOG cáp điện Goldcup (bảng giá) 1.4.2024.PDF
 
Islamabad Escorts | Call 03274100048 | Escort Service in Islamabad
Islamabad Escorts | Call 03274100048 | Escort Service in IslamabadIslamabad Escorts | Call 03274100048 | Escort Service in Islamabad
Islamabad Escorts | Call 03274100048 | Escort Service in Islamabad
 
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service JamshedpurVIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
VIP Call Girl Jamshedpur Aashi 8250192130 Independent Escort Service Jamshedpur
 
2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage
 
Marketing Management Business Plan_My Sweet Creations
Marketing Management Business Plan_My Sweet CreationsMarketing Management Business Plan_My Sweet Creations
Marketing Management Business Plan_My Sweet Creations
 
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
Call Girls In Sikandarpur Gurgaon ❤️8860477959_Russian 100% Genuine Escorts I...
 
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
BEST Call Girls In Old Faridabad ✨ 9773824855 ✨ Escorts Service In Delhi Ncr,
 

Workshop_3_FSD_Kenya_Digital_Credit_Audit_Presentation_workshop_3.pptx

  • 1. 1 FSD Kenya Creating value through financial inclusion Welcome Highlights of fsd work on digital credit & complaints monitoring Summit on responsible finance in action/Nairobi/June/2019 Francis Gwer
  • 2. 2 FSD Kenya Creating value through financial inclusion Project # 1: market conduct and practices of digital credit
  • 3. Over 6m Kenyans have borrowed at least 1 digital loan Usage of non-regulated digital credit has grown from 0.6% in 2016 to 8.3% in 2019 High uptake but less clarity on the size and composition of the supply- side New entrants from outside the prudentially regulated sectors have emerged . NB: Formal borrowing: includes digital borrowing as well Growth of digital borrowing (%)
  • 4. 4 FSD Kenya Creating value through financial inclusion Proliferation of lenders has increased attention to wider consumer protection issues 1. Data privacy and ownership is starting to emerge as a concern: (mining, storing and sharing consumers’ digital footprints) 2. Emerging signs of debt-stress: mobile loans rank second in the proportion of defaulters by loan types 3. Nothing like a small debt: law permits listing non-performing loans with CRBs yet only 30% of Kenyans are aware of CRBs 4. Long-running debates on cost Loan defaulters from credit types: FinAccess 2019 Levels of debt stress(%): FinAccess 2019
  • 5. 5 FSD Kenya Creating value through financial inclusion Public notice issued by financial sector regulators regarding fraudulent digital lenders, July 2018
  • 6. • CGAP & FSD published a paper in 2018 looking at the demand-side of digital credit • FSD incepted work in 2018 looking at the supply-side
  • 7. 7 FSD Kenya Creating value through financial inclusion Download digital credit Apps from both Google and iOS stores (Total of 110 Apps)  Register to use the loan apps (64 successful)  Check for data & app permissions requested  Request for credit limit (39 lenders, max amt 16,000)  Borrow from providers who issued credit limit  Two loan cycles  Repay first loan at 5 days  Repay second loan at maximum duration allowed  Total of 40 loans  Check your credit history from all three credit reference bureaus (54 reports) Belling the cat Understanding market conduct & practices of providers 9 research assistants: 2 never borrowed 4 borrowed & repaid 3 with default histories Step 1 Step 2 Step 3 Step 4 Step 5
  • 9. 9 FSD Kenya Creating value through financial inclusion Offering savings services when you are not a deposit-taking institution is illegal Even for unscrupulous ‘lenders’ Require the payment of a registration fee Mimic mainstream and established lenders
  • 10. 10 FSD Kenya Creating value through financial inclusion Data requested by fintech lenders Phone No Name Email ID No Age Gender Physical address Economic status Social media acc Income range Data requested by banks Phone No. ID No. Name Age Email KRA PIN We will seek to protect your data and funds available in your account, however, this is not something we are able to guarantee. …You consent to the storage, transmission of data and communications through the Internet and you acknowledge that the Internet is not necessarily a secure communications and delivery system, and you understand the confidentiality and other risks associated with it…We accept no liability if communications sent via the platform are intercepted by third parties or incorrectly delivered or not delivered. Use of data is far-reaching For this purpose, I hereby waive my rights on the confidentiality of client information and expressly consent to the processing of any personal information and records relating to me that might be obtained from third parties Should we wish to use your information for marketing purposes, we will inform you prior to such use. You shall be entitled to prevent such usage by informing us, within 10 days of being informed of the proposed use, that you do not wish to disclose such information
  • 11. 11 FSD Kenya Creating value through financial inclusion Lender No. loans issued Credit reports submitted Tala 4 0 Dolax 1 0 Stawika 2 0 Upazi 1 0 Branch 2 5 Okolea 2 2 Timiza 3 8 Utunzi 2 0 Usawa 1 0 Craft 2 0 Kano 2 0 KCB M-Pesa 1 0 PesaPap 2 2 PesaZone 2 0 Stawika 1 0 M-Shwari 2 4 NIC Mobile loan 2 6 Ubapesa 2 1 mKey 2 2 GetSaida 2 0 Kopa Cash 2 0 MCo-op Cash 1 Default history vs successful borrowing • All banks required to submit credit histories to all the three CRBs (Only 1 consistently submitted) • Non-banks can submit voluntarily (and some are submitting) • 40 loans issued, 10 by banks and 30 by non-banks • 5 loans issued by non-banks to borrowers with default histories (after 32 borrowing attempts) • Inexperienced borrowers made 20 attempts but only 1 loan was issued by a non-bank • Rest of the loans issued to borrowers without a default history Compliance with CRB reporting requirements
  • 12. 12 FSD Kenya Creating value through financial inclusion 49% 240% 1685% Median APR For both bank and non- banks Lowest APR Highest APR (Issued by a non-bank lender) Bank lenders have lower APRs than non-bank lenders. Pricing remains high
  • 13. 13 FSD Kenya Creating value through financial inclusion Project # 2: monitoring financial consumer protection via social media
  • 14. 14 FSD Kenya Creating value through financial inclusion Launched @Pesastory Twitter handle to initiate conversations with Kenyans on their experiences with consumer protection issues. 3 Launch Flagged tweets relevant to each topic over 3 months. Not all tweets were relevant and we periodically added keywords to make filters more effective 2 Monitor and analyze Tracked every tweet to 29 financial institutions and sorted them into 10 consumer protection topics by keywords 1 Track Testing the utility of Twitter to provide insights on financial consumer protection issues and encourage a public dialogue through the creation of a Twitter handle, @Pesastory Pesastor y FSD Kenya. CitiBeats Using CitiBeats AI text analysis platform to track and analyze consumer protection relevant tweets August to November 2018 Process 2 experiments in 1 Curate threads of tweets on related topics to demonstrate common experiences & challenges. 4 Curate
  • 15. 15 FSD Kenya Creating value through financial inclusion 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% Providers % Tweets per category, by provider 2% 7% 10% 0% 21% 3% 7% 3% 50% 2% Agents Blacklisting Charges Frozen account Functionality Insurance claims Loans Privacy Resolution/customer service Scams Distribution of tweets across consumer protection topics for a Kenyan bank, November 2018 Percentage of Tweets related to this topic Observation 1: • Most tweets are on customer service followed by functionality. • Distribution fairly similar across banks and MNOs Platform allowed us to restrict data to a single provider At any given time
  • 16. 16 FSD Kenya Creating value through financial inclusion On 2nd Nov Platform showed 65 tweets sent to EB on customer service Sample Tweets sent by Equity customers on 2nd Nov Observation 2(1): analysis is useful in detecting spikes in customer concerns
  • 17. 17 FSD Kenya Creating value through financial inclusion Spike in Ecobank appeared to relate to access to accounts by customers Observation 2(2): monitoring trends over time Visual representation of how the volume of tweets on CP issues change over time for providers Observation 3: Missing data on finTechs • Twitter users most likely own a smartphone • Volume of tweets on fintechs very low • Most have in-app functions for complaints
  • 18. 18 FSD Kenya Creating value through financial inclusion Reflections: what do the results mean? It's useful for you to write something special For consumers- • Digital credit: the digital world is shifting risks in financial services with both positive and negative consequences for consumers • Complaints: Need to assert their rights. Social media is changing ways in which customers engage with providers, allowing them to publicly call-out consumer protection issues For regulators- • Gains made have been undermined by absence of effective regulation • There’s utility in leveraging social media analytics for consumer protection market monitoring especially in markets with fast- growing DFS • Such methods should not be seen as a replacement of existing tools but rather an enhancement
  • 19. FSD Kenya | Creating Value through financial inclusion 19 Thank You For your time! FSD Kenya | Creating value through financial inclusion 3rd Floor, 9-Riverside, Riverside Drive P.O. Box 11353, 00100 Nairobi, Kenya| Telephone: +254 20 513 7300 Website: www.fsdkenya.org | Creating Value through Financial Inclusion FSD Kenya.

Editor's Notes

  1. An audit study approach was used for this study. Audit studies offer a simple yet powerful methodological tool to examine issues that are often difficult to answer with observational data.
  2. Of the 110 apps in September 2018, only 60 offer lending services