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Towards a new age of economic enlightenment - Sipotra
Towards a new age of
economic enlightenment
Towards a new age of economic enlightenment - Sipotra
2    Data: Towards a new age of economic enlightenment

Official Monetary and Financial
Institutions Forum                                             meta.com
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omfif.org    @omfif.org

About OMFIF
With a presence in London, Singapore,
Washington and New York, OMFIF is an
independent forum for central banking,
economic policy and public investment
— a neutral platform for best practice in
worldwide public-private sector exchanges.
For more information visit omfif.org or
email enquiries@omfif.org

Phil Moore
Contributing Editor
Mausi Owolabani
Policy Analyst
Clive Horwood
Managing Editor and Deputy
Chief Executive Officer
Simon Hadley
Director, Production
Fergus McKeown
Subeditor
Sarah Moloney
Subeditor
William Coningsby-Brown
Production Manager
Kat Usita
Managing Director, Research

Acknowledgments
OMFIF thanks the many associates and
colleagues from co-operating institutions
for their assistance and guidance in helping
creating this report.

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or otherwise, any of the content of this publication without the prior consent of the publisher. While every care is taken
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any specific matter reference should be made to an appropriate adviser.
Company Number: 7032533. ISSN: 2398-4236
Towards a new age of economic enlightenment - Sipotra
omfif.org                                                          3

Contents
Foreword                                              30
Let’s have a dispassionate
debate about data
By John Orchard, CEO OMFIF
                                 Chapter 3 
                                 Data and digitalisation can
                             5   drive SME growth

                                                       40

Introduction                    Chapter 4 
Data: Towards a new era of       How data can address policy
economic enlightenment           challenges

                     8                                 56

Chapter 1                       Chapter 5
Regulators grapple with the      Ensuring safety in data
role of data

                     16                                66

Chapter 2                       Chapter 6 
The fundamental role of          Data flows in a digital economy
data                             – policy considerations
Towards a new age of economic enlightenment - Sipotra
4   Data: Towards a new age of economic enlightenment

Foreword

Let’s have a dispassionate
debate about data
                    Public and private sectors need to engage constructively to deliver
                    the undoubted benefits of appropriate data usage. By John Orchard,
                    CEO, OMFIF

OMFIF sets out to be the place where public             the room for failure, especially in the realm
and private sectors meet to shape finance               of sovereign money is very small. There are
and economics. Nowhere is that more                     no easy answers to any of these challenges,
complex, fast-moving and impactful than the             though technology itself may generate some
intersection of technology and money.                   of the best.
   OMFIF has had some of its liveliest                     This reports aims to set a neutral course
discussions in the last 18 months about digital         through what is often a polarised and
currency. The technology itself is a subject for        emotional debate about the use of data. But
wide-ranging discussion, the policies it obliges        it also unashamedly looks at areas where
us to reconsider even more so.                          appropriate application of data has provided –
   Collecting and applying data is at the heart         or could provide – enormous benefits, not just
of that discussion. Regulators are working              in the financial sector but also in other sectors
out how to reconcile the competing needs                such as healthcare.
of supervision and privacy. They know that                 The official sector, regulators and
technological and data-driven innovation                technology companies are in the process
can potentially bring enormous benefits and             of understanding one another better and
efficiencies to businesses, financial institutions      evolving with their respective needs and
and most of all citizens, but not without risks.        competencies in mind. The application of data
   They also need to consider resilience. As            to the world of money and business is still
a central banker recently pointed out to us,            relatively new, but, with appropriate checks
                                                                             and balances, it offers
                                                                             increasing levels of
                                                                             productivity, capital
                                                                             efficiency and financial
    The application of data to the world of                                  inclusion, among other
    money and business is still relatively                                   benefits.
    new, but, with appropriate checks and                                       The benefits to people,
                                                                             businesses, societies
    balances, it offers increasing levels                                    and economies could be
    of productivity, capital efficiency and                                  transformational. OMFIF
    financial inclusion, among other benefits.                               is pleased to convene this
                                                                             discussion 
Towards a new age of economic enlightenment - Sipotra
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    Introduction

   Data: Towards a new age
   of economic enlightenment
   Data have the potential to bring transformational benefits to public policy, societies
   and economies. This will require a diverse group of regulators to work closely with
   businesses which collect and disseminate data.

‘FINANCIAL inclusion is a significant      pervades our lives, our businesses and      it would be portable across platforms
catalyst for economic development.         our economies can be used to enhance        and jurisdictions. Would this assuage
However, more than one-third of            our collective wellbeing, this plea would   competition concerns? What guardrails
adults in our country remain unbanked.     serve it well.                              would need to be in place to allow for
Because of this deplorable state of           An African data regulator told           data portability? How would security
financial services, unbanked individuals   OMFIF: ‘Financial inclusion is one of       and privacy standards adapt?
miss out on the opportunities brought      our government’s main objectives.               Relying on data to facilitate a
about by convenient digital payments.      However, one of the main barriers is        greater number of the unbanked
More importantly, because of the           the lack of proper identity. Means of       and underbanked gaining access to
high unbanked rate, opportunities to       identifying unbanked persons which          financial services is just one area where
distribute social benefits in a more       are innovative and respect privacy          data could be used to improve policy
efficient way cannot be achieved by        would enhance the rate of financial         decisions to meet policy objectives.
the government. This is the reason         inclusion and reduce poverty.’                  The collection and use of data
why the government has intensified its        There’s little doubt that digital        should be enabled and celebrated
campaign for financial inclusion.’         transformation could turbocharge            as a means to help tackle our
    ‘Financial inclusion cannot            mass inclusion. But that can’t be           biggest societal issues. Instead, it is
be achieved without necessarily            achieved if the ability to verify           increasingly weaponised. The earlier
collecting, processing and sharing         your identity because of a lack of          part of this century had a big focus on
personal data to comply with our           documentation remains out of reach.         how data can be a force for good. In
central bank’s policy on customer due      Could a social identification be the        recent years, discussion around data
diligence.’                                solution? It could complement digital       has coalesced around methods for
    So said a senior data regulator for    or biometric IDs and use social activity    guarding and limiting collection and
one of Asia Pacific’s most populous        to establish identity and verify patterns   use of personal data and the potential
countries. If ever there was a call to     that enhance a user’s profile. Each         harm that the abuse of data collected
arms to ensure that the data that          individual would own their social ID, but   on individuals can cause. Big data has
Towards a new age of economic enlightenment - Sipotra
6     Data: Towards a new age of economic enlightenment

                                                                between privacy           common framework will be extremely
    This report sets out to present a view
                                                                concerns and the          difficult, for all that many regulators
    of the positive use cases for data, and                     appropriate use of        see the European Union’s general
    how they could be used for greater                          aggregated and            data protection regulation as a gold
    economic benefit, while complying                           anonymised data           standard. That’s at least in part
    with the essential need to protect the                      by both the public        because how data are regulated, where
    individual and prevent the illegal.                         and private sectors,      the mandate for regulation resides
                                                                and have yet to           and what powers those regulators
                                                                solve them. A small       have differ markedly from country to
become synonymous with bad data.            number actively embrace the use of            country.
    At the centre of this dialogue are      data – appropriately monitored – for              Some jurisdictions have adopted a
the myriad regulators trying to plot a      economic benefit.                             centralised approach in regulating the
path through a fast-changing, hard-to-           In the latter case look – as is          use of data. In these cases, one agency
understand, difficult-to-reconcile set      often the case in digital matters             – usually a data privacy commission
of requirements and responsibilities        – to Singapore for an example.                – has the overarching responsibility
around data. Technological advances         The country recently amended its              for data protection regardless of the
and Covid-19 have demonstrated that         Personal Data Protection Act to               sector in which the data is being used,
data can unlock key understandings to       update the list of legitimate purposes        whether it be financial services, health,
help with the world’s biggest problems      for which businesses may collect,             social welfare or others. In other cases,
and that this can be done in a way that     use or disclose personal data. These          countries have adopted a more sector-
protects people’s fundamental right to      include the following: if it is in the        specific approach, with different
privacy.                                    legitimate interest of the business,          regulators assuming responsibility
    This report sets out to present         for example, if it is for the purpose         and issuing guidance for aspects of
a view of the positive use cases for        of detecting or preventing fraud or           data privacy within their remits. In
data and how they could be used             money laundering or to ensure the             some jurisdictions, for example, a
for greater economic benefit, while         integrity and safety of systems; if it is     central bank or financial regulator is
complying with the essential need           for business improvement purposes,            responsible for regulating the use of
to protect the individual and prevent       for example, improving, enhancing or          data.
the illegal. It does not shy away from      developing new goods or services; or if           The governance structure of
well-documented concerns about the          it is for the performance of contractual      the jurisdiction plays a key role in
misuse of data. But it argues that such     obligations, for example, where the           determining the responsible body or
incidents should not detract from the       organisation needs to sub-contract or         agency. For instance, the European
benefits an enlightened approach to         disclose the personal data to another         Parliament and Council of the
the collection and application of data      organisation for the performance of a         European Union issued the GDPR to
will bring for policy objectives.           contractual obligation to the individual      regulate the protection of individuals
    In researching this report, OMFIF       or a transaction sanctioned by the            with regard to the processing of
spoke to a diverse group of public          individual.                                   their personal data and on the free
sector bodies that play an important             Underpinning all of this is              movement of such data within the EU.
role in regulating the use of data. They    the fundamental principle of                  Each member state set up their own
come from the Americas, Europe,             accountability. Accountability is an          respective data protection agencies,
Africa and Asia Pacific. And they have      organisation exercising responsibility        as well as national laws, to implement
differing approaches and attitudes to       over personal data in their care and          the GDPR and monitor compliance
this crucial area of regulation.            being answerable to individuals who           with the requirements of the regulation
    Many of the regulators interviewed      have entrusted these organisations            by data processors and controllers.
by OMFIF take a protectionist stance.       with their data. This entails protecting          Although the specifics vary for each
They focus on the needs and rights of       personal data and using it for not just       country, data privacy commissions
consumers almost to the exclusion of        lawful but ethical purposes to benefit        are usually responsible for enforcing
all other considerations.                   consumers.                                    data privacy laws, protecting the
    Data localisation – the practice             While any kind of global standard will   fundamental rights to personal data,
of keeping data in the region it is         be hard to achieve, accountability as         investigating and prosecuting data
generated within - is another area of       the baseline is a logical and important       breaches, and handling consumer
concern which hampers the sharing           starting point. Governance and                complaints. However, in some
of information. Often this falls under      regulation of data is fragmented and          jurisdictions, the responsibility
the auspices of national security or        inconsistent. It is notoriously difficult     for data protection may sit within
the fear that a nation’s sovereignty is     to provide common frameworks in               agencies responsible for information
threatened if it is unable to exert full    any part of the global economy. The           technology, trade and industry, or
control over data that is stored outside    Basel banking accords came close,             consumer protection more broadly. In
its borders.                                but in the end failed to generate             the US, the Federal Trade Commission
    Others recognise the tensions           universal adoption. Finding a                 has been the chief federal agency on
Towards a new age of economic enlightenment - Sipotra
omfif.org                                                                                                              7

privacy policy and enforcement
since the 1970s, when it began
enforcing one of the first federal       Key findings of interviews
                                         with regulators
privacy laws – the Fair Credit
Reporting Act. Since then, rapid
changes in technology have
raised new privacy challenges.           Data regulators broadly fall into one of three camps:
Meanwhile, some states have
                                         - Those that put an emphasis on consumer protection ahead of all other
legislated their own data
                                           considerations;
protection laws and assigned
agencies within those states to          - Those that recognise the tension between privacy concerns and the
regulate data privacy issues.              appropriate use of aggregate data by both public and private sectors;
     This report aims to open a          - Those that embrace the widespread use of anonymised data for the
discussion among this diverse              benefit of state, businesses and the economy as a whole.
group of regulators to explore
themes of common interest.
                                         Many of the regulators that took part in the OMFIF study expressed
It does so by telling a story
                                         confidence that the economic and societal advantages of the
about how data has benefited
                                         responsible use of data are extensive. These include:
economies and societies in the
past, present and will do in the         - Financial inclusion, especially the ability to provide tailored financial
future.                                    services to the unbanked and those with limited access to credit;
     It looks at the fundamental         - Businesses, in providing better consumer insights for SMEs enabling
role of data in all organisations,         them to scale up their operations;
from governments to healthcare           - Social services, including improving the quality and delivery of
providers and even travel                  healthcare and education.
companies. It puts focus on
the special case of small- and
                                         Of the regulators interviewed, 76% said that existing regulations on data
medium-sized enterprises,
                                         privacy in financial services and other sectors are sufficient, with some
in providing them with better
                                         of these stating that they need to remain proactive and keep up with the
credit through data and spurring
                                         pace of innovation.
innovation. It examines how to
garner safety in data, solving the
tension between privacy and data         The majority of policy-makers (69%) do not see a conflict between
sharing. And it speaks in detail of      anti-money laundering or compliance considerations and data protection
the different approaches taken by        policies. Among those that do recognise tensions, one respondent noted
regulators, in particular in financial   that they tend to arise from a lack of understanding and co-operation
services.                                among the regulatory authorities.
     It is clear that unlocking the
benefits of data at both a country
                                         There must be flexibility in the application of rules, especially where
and international level will require
                                         public interest needs to be demonstrated. Inter-agency collaboration
co-operation and coordination
                                         is important, especially between central banks and data protection
across different regulatory bodies,
                                         agencies.
including those that oversee
privacy, the financial sector,
economies and indeed the state           The use of data by governments is the primary focus of those regulators
as a whole.                              considering how data can be used for economic and social benefits. Very
     The report does not pretend         few are considering the positive use of data by the private sector, which
it is in a position to make detailed     they largely regard as a group to be limited, rather than encouraged.
policy proposals. Rather, it aims
to encourage dialogue among all
                                         Continuous education and engagement with the public and industry
stakeholders in the data universe
                                         must raise awareness of the role of data:
to promote best practice.
     OMFIF thanks all of the             - Consumers need to be aware of their rights;
regulators who took the time             - Businesses need to be aware of their legal and ethical obligations;
to speak to us about these vital         - All institutions, including governments, need to be aware of the ways
issues. We welcome your feedback           through with they can maximise the use of data to improve services
on our report and hope that it             and grow.
adds an important new aspect to
the debate on data. 
Towards a new age of economic enlightenment - Sipotra
8    Data: Towards a new age of economic enlightenment

Chapter 1

Regulators grapple with
the role of data
Interviews conducted by OMFIF with global data regulators show widely differing
approaches to oversight and a need for greater understanding of the role of data.

AT a regulatory level, there is no         explaining this diverse range of              In the narrower sphere of the
such thing as one size fits all in the     regulatory attitudes to data privacy.      financial services industry, regulatory
datasphere. An OMFIF study of              Some regulators are relatively new         attitudes towards data privacy are
regulators’ views on data privacy          to the notion of data protection, with     shaped by varying levels in local
suggests these authorities fall into       governments in countries such as           financial literacy and inclusion,
three broad camps. In the first are        Egypt, India and Saudi Arabia having       technological and human resources
those that emphasise consumer              recently introduced data protection        capability, idiosyncrasies of legal
protection above all other objectives.     laws for the first time. In some cases,    systems and natural regulatory
The second is made up of those             this has been driven by a recognition      caution. Responses to OMFIF’s
that recognise the tension between         that clear regulation governing the        study of regulators suggest that the
privacy concerns and the appropriate       datasphere is a prerequisite if they are   majority recognise that their principal
use of aggregate data by both public       to attract the investment they need to     objective is to address the tension
and private sectors. And the third         build a digital economy. Others, which     potentially arising from the need to
is characterised by regulators that        were quicker to identify digitalisation    respect privacy without hampering
embrace the widespread use of              as a national economic strategy, have      innovation.
anonymised data for the benefit of         a much longer track record of data            One European Union-based
state, businesses and the economy as       protection legislation. Singapore, for     respondent to the OMFIF study
a whole.                                   example, enacted its Personal Data         addressed the regulatory conundrum
    There are a number of factors          Protection Act in 2012.                    presented by data privacy by
Towards a new age of economic enlightenment - Sipotra
omfif.org                                                                                                                   9

                                                          inappropriate way          unexpected bills, and 38% report a
‘The advent of new financial                              to describe official       timing mismatch between the receipt
technology twinned with the increased                     calculations of the        of their wages and the due date for
volume, velocity and variety of data is                   unbanked populations       their household bills. Data-driven
creating issues with data governance.’                    of highly developed        earned wage access throws a financial
                                                          economies. But financial   lifeline to those unable to make these
                                                          exclusion estimates of     ends meet. It also provides a useful
commenting that ‘it should be noted       7% in the US and 6% in Spain, France       societal purpose by discouraging
that in a democratic society, it is       and Italy all remain unacceptably high.    predatory payday lending.
necessary to constantly reconcile         So too does the level in the UK: ‘Today,       Solutions such as these may appear
different interests and not to upset      there are currently 1.2m unbanked          beguilingly straightforward. But as this
their balance. One way of reconciling     people in the UK, who by and large         regulator noted, the tsunami of data
interests is to restrict the rights       rely on cash and cannot access digital     being generated in today’s society is
and freedoms of the individual, for       payments or can access them only           generating formidable challenges as
example, by enacting legislation that     at disproportionate cost,’ said Jon        well as opportunities for the financial
allows for the processing of personal     Cunliffe, deputy governor of the Bank      services industry and the regulators
data.’                                    of England, in May 2021.                   overseeing them. ‘The advent of new
    ‘The evolution of systems like open       The regulator at a G7 central          financial technology twinned with
banking have been driven mainly by a      bank explained that its priority is on     the increased volume, velocity and
focus on competition as a policy goal,’   addressing access to financial services    variety of data is creating issues with
said a regulator from a G7 central bank   across the broader subsection of           data governance,’ he said. ‘This is
in response to a question about the       society that is less narrowly defined      something we are looking at carefully,
tension between the use of data and       as underbanked or underserved,             because we need to ensure that our
sensitivities about individuals’ privacy. rather than unbanked. Leveraging           banks have the right systems and
‘In this and other areas, we have been    data-driven opportunities, said            governance in place to manage the
focusing for a while on encouraging       this regulator, can
an increase in the flow of data to        play a decisive role in
enable innovation and financial well-     widening and improving            ‘Non-bank third parties holding and
being, balancing this with the goals of   the availability of               aggregating data is not necessarily
maintaining high levels of consumer       financial products                inappropriate, but it may increase
protection, cybersecurity and safety      among consumers
                                                                            opacity and create new points
and soundness. The growth of our          and small businesses
fintech ecosystem has generated           with limited access
                                                                            of vulnerability from a systemic
a new set of opportunities, but the       to credit. ‘Increased             perspective.’
challenge is to manage the shift          digital access and
towards new forms of innovation that      more efficient identification and          new technologies, especially those
require more of a focus on privacy        authentication can benefit thin-file       that are more data-intensive. For
without limiting economic activity.’      or no-file individuals, or those with      example, the use of new third party
    This regulator reports that, to       low credit scores that might not have      providers and processors of data and
date, a number of use cases suggest       been able to access loans under            connectivity is an area where some of
that access to aggregated user data       traditional underwriting approaches,’      the smaller institutions in particular
is having a positive societal impact.     said the regulator. ‘Accelerated and       may need guidance. Non-bank third
Take, for example, the contribution       more accurate decision-making              parties holding and aggregating data
it has made to the promotion of           means that personalised, customer-         is not necessarily inappropriate, but it
financial inclusion, which means          tailored and competitively-priced          may increase opacity and create new
different things in different societies.  products can be made available             points of vulnerability from a systemic
A respondent from the central bank        to more consumers outside the              perspective.’
of an emerging economy said that          mainstream credit system.’This                 A practical example of a relatively
with more than one-third of its adult     regulator said that another example of     new vulnerability, this regulator added,
population unbanked, access to            an initiative supported by enhanced        is banks’ use of artificial intelligence:
basic banking services in his country     data use is earned wage access,            ‘Most of this AI uses involve large
was ‘deplorable’. This would be an        which is helping consumers to receive      volumes of data often coming in
                                                          and redeploy their         at a much higher frequency than
                                                          wages prior to payday.     traditional data and also sometimes
‘Our major challenge is that because
                                                          Even in this highly        with entirely new types of data. For
data is such a broad term, we don’t                       developed economy,         example, banks are now more likely
have enough people working in this                        40% of households          to process audio data for fraud
agency to investigate all the cases that                  are estimated to be        prevention and detection purposes.
are presented to us.’                                     struggling to pay          The degree to which banks have
Towards a new age of economic enlightenment - Sipotra
10   Data: Towards a new age of economic enlightenment

                                                              to allocate sufficient   regulation, for example, has improved
‘The legal entities responsible for
                                                              financial or human       markedly over recent years among
complying with GDPR are also much                             resources to data        consumers and regulators alike.
more familiar with the regulation.                            collection and           ‘Much of our role is educative, and
Three years ago, they asked very basic                        analysis. Another,       I see a big difference between
questions, such as “what is personal                          paradoxically,           three years ago and today,’ said this
data?”. Now they’re posing more                               may spring from          respondent. ‘Members of the public
specific and complex questions about                          the emergence in         are now more familiar with their rights
                                                              the digital age of       and are addressing their concerns to
the role of data controllers and data
                                                              a more uniform           us more frequently. The legal entities
protection officers.’                                         approach to risk         responsible for complying with
                                                              management. ‘As          GDPR are also much more familiar
                                                              you move towards         with the regulation. Three years ago,
modified, upgraded or enhanced             a more data-driven approach to              they asked very basic questions,
their systems to accommodate this          lending, there will probably be             such as “what is personal data?”.
higher volume, velocity and variety of     an element of business model                Now they’re posing more specific
data is something we are monitoring        convergence, where banks adopt              and complex questions about the
closely.’ Another example of a             an increasingly uniform view of risk,’      role of data controllers and data
potential data-related vulnerability       said one regulator. ‘The emergence          protection officers. They’re looking
arises from consolidation in the           of a financial monoculture may              at impact assessments and other
financial services space. ‘Combining       increase banks’ aggregate exposure          ways of reducing the risks associated
IT systems linked to merger and            to the same potential shocks.’The           with data protection.’Less positively,
acquisition activity can also create       potential data-driven complications         this respondent suspected that it
challenges in the data governance          raised by this central banker are           is fear of financial sanctions rather
area,’ said this respondent.               inevitably specific to the financial        than respect for consumers’ privacy
    There is no indication to date that    services industry. But all sectors of       that is the main driver of regulatory
any systemic risk to the banking           the global economy are impacted by          compliance: ‘I think these entities
industry is building up as a result of     the speed with which the creation,          are nervous about the big fines that
complications associated with the          capture, storage and sharing of data        can be levied under GDPR. They’re
volume, variety and velocity of data.      is growing, and by the breathless           not necessarily complying because
This may be a function of the fact         pace of innovation that has been            they believe data protection is an
that the data revolution is probably       encouraged by this expansion. This          important human right’.
still in its formative stage; it may be    is creating challenges for regulators           The interplay between leveraging
a by-product of the vigilance and          across the public and private sectors,      the benefits of data and building
natural caution of regulators. ‘There      many of which are constrained               defences against its risks and
are definitely risks arising from          by limited financial and human              dangers was a recurrent theme
open banking and from inadequate           resources. ‘Our major challenge is          in regulators’ responses to the
data governance and poor data              that because data is such a broad           questions put to them by OMFIF. A
management processes’, said one            term, we don’t have enough people           well-diversified spread of 16 data
regulator. ‘But I don’t see these as       working in this agency to investigate       protection authorities and other
being among the most important risk        all the cases that are presented to us,’    overseers from Europe, the Americas,
issues worrying bank supervisors’.         said a representative of a European         Africa and the Asia-Pacific region
    This is not to suggest that            data protection agency with a staff         participated in this survey, either
regulators themselves are                  of around 35 people. This was in            verbally or in writing, which was
underestimating the potential risks        response to one of eight questions          conducted in the last quarter of 2021.
that may be embedded in the data           put to regulators
revolution. Many of these have             by OMFIF to gauge
already been well-documented. As           their views on the
a result, strong defences have been        use of data and                'One respondent suspected that it
constructed against technological          digital technology             is fear of financial sanctions rather
vulnerabilities such as data breaches.     in financial services          than respect for consumers’ privacy
Provisions have also been written          and across the                 that is the main driver of regulatory
into data protection acts aimed at         public sector.
                                                                          compliance: ‘I think these entities are
preventing fraud, money laundering             The same
and the financing of terrorism.            regulator reported
                                                                          nervous about the big fines that can
    Some potential vulnerabilities         that understanding             be levied under GDPR. They’re not
are more theoretical. One of these         of the issues                  necessarily complying because they
is the opportunity cost that may be        raised by general              believe data protection is an important
incurred by banks unable or unwilling      data protection                human right’.
omfif.org                                                                                                                     11

Question 1                                laundering which our country is faced         artificial intelligence, blockchain or
Are there policy outcomes or              with’, this respondent noted. It also         smart contracts are examples of
objectives that could be attained         emphasised the significance of the role       aspects that could benefit from (and
through the collection, processing        data sharing plays in curbing corruption      even depend on) the collection and
and sharing of data? What are the         and organised crime.                          processing of users’ personal data’.
policy areas or issues that user data         An African regulator echoed the           This regulator added the rider that
can help address?                         view that data sharing is a prerequisite      ‘those who create, design or use
   Regulators from across the world       for wider financial inclusion. In the         technological innovations must comply
told OMFIF that there was a range         absence of the necessary data,                with all the rules on the processing of
of notable public policy objectives       individuals will continue to be               personal data’.
that could be attained through the        denied access to digital IDs which
efficient collection, processing and      are increasingly necessary to open            Question 2
sharing of personal data. In the words    the doors to basic financial services.        Which groups in your jurisdiction do
of one Asian regulator, ‘like land,       ‘One of the major barriers to financial       you think could most benefit from
labour and capital, data has become       inclusion is lack of proper identity’,        enhancement of services from use of
a primary factor of production. The       this regulator observed. ‘Innovative          data in the financial services industry
lawful and responsible use of data,       and privacy-respecting means of               and in the public sector?
                                                           identifying unbanked            Many of the regulators that were
                                                           persons would enhance        interviewed as part of the OMFIF
‘One of the major barriers to financial                    the rate of financial        study expressed confidence that the
inclusion is lack of proper identity’,                     inclusion and reduce the     economic and societal advantages
this regulator observed. ‘Innovative                       poverty level’.              of the responsible use of data
and privacy-respecting means of                               Other respondents         are extensive. One EU regulator
identifying unbanked persons would                         agreed that data is          highlighted its potential for supporting
                                                           making a notable             start-ups and fintech companies.
enhance the rate of financial inclusion
                                                           contribution to              This was echoed by a respondent
and reduce the poverty level’.                             supporting increased         which flagged the broader economic
                                                           efficiencies in financial    benefits of efficient data management:
with due respect to consumer privacy,     services by sharpening lenders’               ‘Generally, consumers may stand to
is indispensable for gaining the          insights into creditworthiness. One EU        benefit from improvements to services
necessary trust from consumers and        regulator pointed to the role played by       provided by businesses. Small and
unleashing its full value’.               its central credit information system,        medium enterprises may also gain
    A number of respondents indicated     which stores data under strict and            deeper consumer insights and scale up
that data sharing is an essential         clearly prescribed legal conditions. This     their businesses through greater use of
building block for the promotion of       allows for the creation of a so-called        data in a responsible and accountable
broader financial inclusion, which is     negative list based on data on overdue        manner’.
a core government priority in many        loans, with positive data on repaid              Beyond SMEs, unbanked individuals
countries. A regulator in one emerging    credit included only when explicit            and other financially disenfranchised
southeast Asian economy described         consent is provided by data subjects.         groups, respondents indicated that
the state of local financial inclusion as     A Latin American respondent made          data analysis is already making a
‘deplorable’, adding that large sections  a similar point about the constructive        notable contribution to the protection
of the unbanked populations are being     use of personal data for credit               of vulnerable sections of society. One
denied the opportunities created by       scoring, which can support product            Asia-Pacific regulator commented
digital payments.                         development: ‘This is used not just           that its privacy commission’s human
    ‘More importantly’, this respondent   to track the credit history and debt          services dataset is an increasingly
reported, ‘because of the high            profiles of data subjects, but also to        granular and detailed source of
unbanked rate, opportunities to           provide tailored financial services to        information on areas such as health,
distribute social benefits more           individuals based on the data collected       education and justice.
efficiently cannot be harnessed by        for each person’.
the government. This explains why             Another regulator in
the government has intensified its        Latin America shared                'Consumers may stand to benefit
campaign for financial inclusion’. The    the view that the use of            from improvements to services
success of this campaign, added this      personal data can make
                                                                              provided by businesses. Small and
regulator, is predicated on the efficient a notable contribution
collection, processing and sharing of     to product innovation:
                                                                              medium enterprises may also gain
personal data. ‘This is also crucial in   ‘The massive analysis of            deeper consumer insights and scale
the day-to-day operations of financial    information - big data              up their businesses through greater
institutions to identify, verify and      - the implementation                use of data in a responsible and
mitigate any risk of fraud and money      of mechanisms with                  accountable manner’.
12   Data: Towards a new age of economic enlightenment

    Analysis of its dataset is now being    ensuring that we provide interventions       Question 4
used by this privacy commission to          through the creation of policies, giving     Do you believe that your jurisdiction
provide insights aimed at supporting        advice and information, opening              has sufficient rules in place to
vulnerable children and families. It is,    dialogues and engagements, and               safeguard individuals’ privacy with
for example, giving the government          providing standards and support’.            respect to the use of data in financial
a new perspective on the degree to              Safety-first was emphasised by a         and other services? What specific
which children from foster homes are        number of other regulators (these are        data privacy regulations or policies
being provided with access to the           explored in more detail in the responses     do you have in place (or think should
same opportunities as more privileged       to question 4, below). But there is also a   be in place) that are most important
youngsters. This privacy commission         growing recognition that safeguarding        to protect users with respect to the
reported that the results of its            individuals’ privacy and leveraging the      collection of their personal data?
initiative are measurable, and that key     opportunities that are being unlocked           Respondents to the OMFIF survey
performance indicators to date suggest      by data analysis need not be mutually        were generally confident that they
is that it is already generating positive   exclusive. Singapore’s Personal Data         have ensured that sufficient rules
results.                                    Protection Commission reported that          have been applied to their data
                                            its priority is to achieve ‘strong data      management to protect individuals’
Question 3                                  protection while also facilitating use of    privacy.
What are your (or your constituents’)       data by businesses to
priorities around the use of personal       drive innovation and
data?                                       growth’.                         ‘The process of granting the consent
   Many regulators responding to the            To this end,                 and the extent of usage needs to be
OMFIF survey indicated that their           Singapore has recently           determined not just by data subjects
foremost priority around the use of         amended the Personal
                                                                             who may not be fully aware of their
personal data is ensuring that their        Data Protection Act
oversight combines systemic resilience      to update the list of
                                                                             rights, but by government regulation’.
with respect for public interest            legitimate purposes
and human rights. This caution was          for which businesses may collect, use           Again, Singapore appears to have
emphasised by one EU agency which           or disclose personal data. Permissible       been at the forefront in this respect.
observed that its priority regarding        purposes range from those intended           Frequently updating its regulation
personal data ‘in the financial (or any     to detect or prevent fraud to those          has helped it to apply a judicious
other) sector’ is to ‘ensure compliance     supporting business innovation and           combination of carrot and stick
with the general rules of personal          meeting contractual obligations.             designed to safeguard consumers’
data processing set out in legal acts...        Underpinning all of this, the            rights without hampering data-
such as GDPR’. This is designed ‘to         Singapore commission explained, is the       driven innovation. An amendment
ensure that personal data should be         fundamental principle of accountability.     to Singapore’s Personal Data
processed only in accordance with the       This is defined as the exercise by           Protection Act in 2020 has required
principles relating to the processing       organisations of responsibility over         local organisations to appoint data
of personal data set out in article 5 of    personal data in their care and being        protection officers to cultivate an
the GDPR’. This processing, it added,       answerable to individuals who have           accountability culture. Another
must be ‘justified by at least one lawful   entrusted these organisations with their     recent amendment calls for them to
processing condition under articles 6       data. This entails protecting personal       notify the Personal Data Protection
and/or 9 of the GDPR’.                      data and using it for not just lawful but    Commission of data breaches if they
   Similar caution was expressed by         ethical purposes to benefit consumers.       are likely to result in significant harm
an Asian regulator. ‘This commission’s          Singapore noted that it had              to the individual or if they affect more
primary aim is to ensure that personal      taken a number of steps to foster an         than 500 individuals. The maximum
information controllers, especially in      accountability-driven culture through,       fine for violation of PDPA obligations,
the financial sector, are resilient and are for example, the introduction of tools       meanwhile, is being increased to 10% of
able to comply with global standards        to help organisations protect data, such     local annual turnover for organisations
when it comes to data protection’, it       as guides on accountability and data         at which this exceeds $10m.
reported. ‘The commission does this by      protection risk assessments. Singapore          Elsewhere in the Asia Pacific region,
                                                                has also implemented     one regulator noted that it aims
                                                                a data protection        to maximise consumer protection
 ‘This commission’s primary aim is                              trustmark certification  through the rigorous application of
 to ensure that personal information                            as a form of             the ‘five-safes’ framework to the
 controllers, especially in the financial                       recognition for entities management of its dataset. This is an
                                                                that demonstrate         internationally recognised approach to
 sector, are resilient and are able to
                                                                accountable data         considering strategic, privacy, security,
 comply with global standards when it                           protection practices.    ethical and operational risks as part
 comes to data protection’,                                                              of a holistic assessment of the risks
omfif.org                                                                                                                       13

associated with data sharing or release.      ledger technology which could present       there is integrity in the personal data
    Combating re-identification risk          a challenge to the guarantee of data        being shared by law enforcement
was mentioned as an important part            subjects’ rights as stipulated in GDPR.     authorities. Clearly the concepts of
of regulators’ toolbox for protecting         ‘Discussions on how to deal with this       data privacy and AML/CFT strengthen
consumers’ privacy. ‘The information          challenge are ongoing’, this regulator      each other, resulting in a more holistic
in our datasets is de-identified’, said       noted.                                      approach towards protecting the
one respondent in the Asia Pacific               Others said they were confident          financial sector’.
region. ‘But as you add more datasets         that GDPR has raised the bar close to          While most respondents indicated
the risk of re-identification rises. So, it   the highest possible level in the pursuit   that they discern no tension between
is essential that the data is kept secure     of data privacy. ‘The overarching           data privacy regulation and compliance
and accessed only by those who are            application of the GDPR to controllers      obligations in areas such as anti-money
permitted to do so’.                          carrying out any kind of activity           laundering, a handful acknowledged
    Other respondents suggested that          involving the processing of personal        that this is unavoidable. ‘Tension does
because the data revolution is still          data is considered to be a gold             indeed exist between the two pieces of
in its early stages, it is unlikely that      standard, sufficient to guarantee the       legislation’, said another EU regulator.
the full implications of data storage         protection of data subjects in respect      ‘Having said that, one must surely and
and sharing will be fully understood          of the collection, use and eventual         equally recognise that there are certain
by the general public. This means             retention of their personal data’, said     common elements found in both AML/
that responsibility for personal data         one EU-based respondent.                    CFT and GDPR, including but not
security must not be heaped entirely                                                      limited to, the risk-based approach
on to the shoulders of data subjects          Question 5                                  and the requirement to have in place
themselves. ‘It is not enough for             Do you perceive tension between             a proper and effective compliance
data subjects themselves to grant             meeting Anti Money Laundering               programme (accountability). Moreover,
consent for the sharing of their data’,       and Combating the Financing of              obliged entities should ensure that
said one Latin American respondent.           Terrorism compliance obligations            they do not adopt a one size fits all
‘The process of granting the consent          and fraud detection and data privacy        approach in relation to the processing
and the extent of usage needs to be           regulations? How can compliance             of personal data for the purpose of
determined not just by data subjects          policies evolve to reflect the              fulfilling their AML/CFT obligations’.
who may not be fully aware of their           increased reliance of
rights, but by government regulation’.        consumers on digital
    This implies that public education        information in the
                                                                             Clearly the concepts of data privacy
about data storage, usage and sharing         financial sector (and
needs to be a core component of               more broadly)?
                                                                             and AML/CFT strengthen each other,
regulators’ broader responsibilities.             Few of the                 resulting in a more holistic approach
‘Education of the public and industry         respondents to the             towards protecting the financial sector’.
is important to raise awareness               OMFIF survey believed
of the obligations in the PDPA for            there was any tension
organisations and the safeguards              between AML/CFT compliance                 Question 6
in place for individuals’, Singapore’s        obligations and the protection of          Do you see any tension in the
commission reported. ‘The PDPC                data privacy under GDPR or other           policy-making space between the
holds regular events, which are open to       local regulations. ‘The provisions of      application and use of user data
the public, to highlight the importance       our national AML act are applied in        in financial services and privacy
of the data protection obligations            accordance with the provisions and         considerations?
and how they may be implemented.              principles of the GDPR, in particular          Similarly, few of the regulators
Advisory guidelines are also issued           the requirements of necessity and          interviewed by OMFIF believed that
to help businesses interpret how the          proportionality’, said one EU regulator.   there was any tension between the
PDPA may apply in certain situations’.        ‘In practice, these require case-by-       harnessing of individuals’ data and
    Respondents shared the                    case consideration and monitoring’.        privacy considerations in the financial
Singaporean view that the protection              One Asian respondent went a step       services sector. Some noted, however,
of data privacy is a fluid process            further, arguing that AML and CFT          that minimising these tensions can be a
which should be adaptable and                 compliance requirements should             delicate balancing act, calling for what
updatable in response to market               be regarded as complementary to            one European regulator described as
innovation. One European authority            data privacy obligations: ‘We believe      ‘continuous political discourse’.
was confident that its national data          that the backbone of strong law                Others added that as this ongoing
protection law and GDPR combined              enforcement surveillance is the            discourse should involve the
to create ‘powerful legislation for data      implementation of relevant data            general public, policy needs to be
privacy’. But it added that it is keeping     privacy regulation. Effective, efficient,  communicated clearly and free of
a watchful eye on the evolution of            and accurate surveillance and law          technical jargon or impenetrable small
cryptocurrencies based on distributed         enforcement can only be possible if        print. ‘Restrictions on data subjects’
14   Data: Towards a new age of economic enlightenment

                                                                financial services.          activities, aggregated data use was
  ‘Financial service providers are                              ‘Yes, there is some          mentioned by respondents as having
 innovators who seek to use the                                 tension between these        a constructive supporting role to play
 available data to create new valuable                          parties because two          in the delivery of government services
 products. Privacy regulators                                   divergent interests are      and research.
 principally seek to protect the                                at play’, said a regulator       For example, one respondent
 privacy rights of the data subject,                            in a leading African         pointed to the extensive analysis that
                                                                economy. ‘Financial          data-based research has underpinned
 hence, the divergence of philosophy
                                                                service providers are        in areas such as domestic violence
 and approach. We see that this                                 innovators who seek to       and the protection of vulnerable
 conflict can be moderated by having                            use the available data       children. Data analysis has also been
 a comprehensive data policy and                                to create new valuable       used by this government, for example,
 strategy that addresses the various                            products. Privacy            to conduct more granular research
 interest points’.                                              regulators principally       into the impact on society of penal
                                                                seek to protect the          financial measures such as traffic
                                                                privacy rights of the        fines. ‘For young people aged 18 or 19,
rights, such as the processing of           data subject, hence, the divergence              fines for minor traffic infringements
personal data, must be proportionate        of philosophy and approach. We see               can be disproportionately large’, this
to the objectives pursued’, said            that this conflict can be moderated              interviewee explained. ‘Financial
one EU-based respondent. ‘In                by having a comprehensive data                   penalties of this size can kickstart a
setting a policy on the processing          policy and strategy that addresses the           cycle of problems’.
of users’ personal data in financial        various interest points’.                            The benign use of data of this
services, it is important that the legal        ‘It is the policy of the state to            kind is valuable, this regulator
provisions are worded in a sufficiently     promote the free flow of information             noted, because of their potential
comprehensible and predictable              that will benefit our society’, said             to strengthen public buy-in for the
manner to make clear the extent to          one Asian regulator. In line with                collection, storage and analysis of
which and the conditions under which        this policy, this authority explained            personal data.
the right to restrict the privacy of data   that it is planning to ‘experiment on                More broadly, some regulators
subjects is exercised’.                     alternative regulatory approaches                were again eager to emphasise that
    The need for consistent and clear       that would allow innovation to flourish          there are tangible economic gains
communication stripped of jargon is         while ensuring data protection such              to be generated from the analysis of
perhaps more pressing in emerging           as the conduct of innovation hubs or             aggregated user data. ‘We see allowing
than in developed economies. ‘Our           regulatory sandboxes’. It added that             businesses to access data, particularly
priorities are to ensure that financial     it was ‘empowering developers and                business data (which may or may not
service providers properly and              coders of applications to ensure that            encompass aggregated user data) as
consistently communicate the data           privacy-by-design is met at the onset            being important to drive economic
use proposition to customers despite        of the software development’.                    growth, but we want to balance that
the possibility of having adequate                                                           with the responsible use of data’, said
legal basis for the processing’, said one   Question 7                                       one respondent. ‘Our approach goes
African regulator. ‘Due to the low rate     Are there instances or specific                  beyond just supporting the disclosure
of literacy around data, the burden         use cases where you believe it                   of aggregated data, which is limited
is on the data controller to show it        is important to allow an entity                  to specific use cases, to supporting
has expended sufficient efforts and         (individual, business or government)             the disclosure of anonymised data.
resources to educate the data subject’.     to access aggregated
    As with their responses to the first    user data?
question in the survey on public policy         It is clear from the
outcomes, regulators suggested              responses to this
                                                                          ‘Our approach goes beyond just
that their ultimate objective is to         question that the             supporting the disclosure of
respect consumers’ privacy without          efficient aggregation         aggregated data, which is limited
discouraging innovation in financial        of data is already            to specific use cases, to supporting
services. This is a combination which       having a substantial          the disclosure of anonymised data.
has allowed open banking to thrive in a     and often measurable          Aggregation of the user data is just
number of countries and is a blueprint      positive impact across
                                                                          one means of anonymisation of
which could be applied to other             wide cross-sections
sectors.                                    of society. Beyond
                                                                          the data. We believe a more holistic
    Some believe that encouraging           its use to combat             approach that supports disclosure
innovation has the potential to             money laundering, the         and use of anonymised data in a
generate tensions between data              financing of terrorism        responsible manner will be more
privacy laws and the regulation of          and other criminal            useful for businesses’.
omfif.org                                                                                                                        15

Aggregation of the user data is just           of financial and digital
one means of anonymisation of the              service platforms,                ‘With the advent of financial and
data. We believe a more holistic               there is a need to                digital service platforms, there
approach that supports disclosure              ensure that there is              is a need to ensure that there is
and use of anonymised data in a                seamless availability
                                                                                 seamless availability of personal data
responsible manner will be more useful         of personal data
for businesses’.                               between these entities            between these entities to effectively
   In the financial services industry,         to effectively provide            provide said services. This can only
meanwhile, some respondents                    said services. This               be achieved if data portability is
identified open banking as an area             can only be achieved              unimpeded.’
which could not have flourished                if data portability is
without access to aggregated user              unimpeded.’
data. ‘A private-sector initiated open             This respondent added that ‘should       purpose of the framework is to guide
banking scheme has been approved               such data portability be allowed, it is      companies intending to share data,
by our central bank’, said a regulator         crucial for joint controllers of personal    and to provide a common language
in Africa. ‘This allows financial sector       information to comply with all relevant      and resources to help companies to
players to share customer data within          data protection laws, rules and policies     share data in a responsible manner.
the industry based on compliance               and be made aware of their joint             This is applicable both to domestic and
with national data privacy regulation          responsibilities to their data subjects.     cross-border data sharing. This will
and other relevant laws. We foresee            Moreover, the sharing and porting of         promote good practice standards and
instances like these growing in the            data from one platform to another            build consumer trust, which can act as
future’.                                       may create risks, especially during the      a competitive differentiator.’
                                               data transfer process. In this context,          As an example of how Singapore
Question 8                                     all the parties or institutions that         is applying data sharing to support
Do you have a view on data sharing             control or process the data throughout       economic development, the
between companies and data                     its lifecycle have a role to play in         Commission pointed to the launch
portability? Data portability is               ensuring that the data is protected’.        in September of the better data
defined as the ability for users to                Several respondents stressed that        driven business programme. This
access and move their personal                 promoting public trust in data sharing       initiative aims to support SMEs that
data across different applications,            is of paramount importance if its full       are starting to learn to use data to
programmes and platforms.                      economic and social benefits are to          generate insights and those that seek
    Regulators interviewed by OMFIF            be harnessed. This was emphasised            to apply and share data for more
were generally positive about data             by the Personal Data Protection              complex purposes. The programme is
sharing, although some confusion               Commission in Singapore, which has           designed to help businesses learn how
appears to exist at a grass roots level        established a trusted data sharing           to collect data safely, combine data
about the meaning and potential                framework. ‘This is a distillation of the    across systems with adequate data
benefits of data portability. One EU           experience from our engagement               protection measures, and share data
interviewee, for example, noted that           with companies who are collaborating         externally with partners and suppliers
data subjects are still unfamiliar with        on data sharing’, it explained. ‘The         in line with the PDPA obligations. 
the concept of data portability and
their right to it, and that there is ‘room
for improvement’ in this area. Another
added that although article 20 of
GDPR requires data controllers to
respect consumers’ data portability,
the right to portability is still not widely
applied, meaning that its full potential
‘remains to be seen’.
    This view was shared by an African
regulator, who expressed the view that
data portability remains inadequately
defined, ‘especially in developing
countries’.
    This may represent a missed
opportunity, because others
emphasised that in some areas, most
notably open banking, data portability
is a prerequisite. As one Asian
regulator explained, ‘with the advent
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