DigiFI blog series: Deepening our understanding of the digital ID and payment research agenda
As of December 2020, 215 countries or territories have planned or implemented a total of 1,414 social protection measures in response to the COVID-19 pandemic and resulting socio-economic difficulties. Digital technologies, such as mobile money and authentication via digital IDs and biometrics, are largely being used to facilitate these payments to limit the physical interaction between individuals and the spread of the virus.
For over a decade, following the rapid growth in internet access and mobile phone penetration, governments across sub-Saharan Africa have been investing in new ways of digitizing financial services and identification systems to improve service delivery and governance and reduce leakages in public programs.
Yet, we have limited rigorous evidence on the impacts of these reforms, particularly in sub-Saharan Africa. Theoretically, digital systems have the ability to transform individuals’ lives through improved identification and access to public services. However, there is also the potential for these reforms to exclude vulnerable individuals or violate citizens’ rights to privacy.
To fill this knowledge gap and better inform policy, the Digital Identification and Finance Initiative (DigiFI) in Africa generates rigorous evidence on the impacts of digital ID and payment systems on both governments and citizens in sub-Saharan Africa.
To unpack some of the interesting research and policy questions around digitization, DigiFI Africa launched a blog series in the last quarter of 2020. The series, which spanned the course of two months, included nine posts on different dimensions of DigiFI’s research agenda. Below are some key takeaways from the series.
Digital IDs could overcome barriers to identification and access, but we don’t know enough yet about potential drawbacks
An estimated 494 million people in sub-Saharan Africa have no form of legal identification. Digital IDs present a groundbreaking opportunity to overcome many of the problems of identification faced by African countries and their citizens. For instance, biometric ID systems may make it easier to implement and effectively target government programs, while enabling citizens to participate in the economy since biometric data can serve as a universally valid proof of identification.
However, these systems may lead to exclusion or the undermining of privacy. Despite the broad impacts that digital IDs can have, there is little research outside of India on how they can improve the implementation of welfare programs, how these systems and linked programs affect citizens, and what unintended consequences may result from having access to IDs and their associated technology.
Digitizing government-to-person (G2P) payments could reduce costs for beneficiaries and governments, but could also lead to exclusion and face pushback from middlemen
The digitization of G2P payments can occur at different stages of the payment chain: the selection of beneficiaries, management of payment systems through digitized high-frequency data collection, or money distribution, for example using mobile money or direct bank transfers.
Potential benefits and costs associated with digital G2P payments
For beneficiaries, the digitization of G2P payments could potentially reduce costs associated with the collection of social protection payments and improve access to financial products and services. However, digitization can potentially exacerbate existing problems that beneficiaries face, or create new ones. Exclusion, predatory systems that leverage lack of digital or financial literacy and privacy issues are among the top concerns regarding the digitization of G2P payments.
For governments, a reduction in costs is a strong motivator to implement digital payment channels. Manual cash payments can be costly to distribute and implementation costs could be reduced if there is a strong existing technological infrastructure in place. Furthermore, reduction in leakages and the ability to more effectively monitor the delivery process may have financial and political benefits, reinforcing citizen’s trust in government systems. . This also means that governments implementing a digitized G2P system, may face political-economy challenges. Politically connected agents, who benefit from the existing cash-based system, may lobby against and even succeed in subverting policy reforms when their discretionary benefits are threatened.
Mobile money improves household resilience and reduces poverty in the long run
A growing body of research is emerging with a consistent finding: households are able to better respond to unforeseen difficulties, such as a flood or a child falling ill, when they have access to mobile money. That is, when an unexpected negative event occurs, households with mobile money are able to rely on the easy and affordable transfer of money from family and friends even if they are living far away.
In the long run, mobile money has also been found to change the way individuals within households make decisions around their occupation.
Impacts of mobile money in Kenya
In Kenya, researchers estimated that approximately 185,000 women moved from agriculture to small-scale retail as a result of access to M-PESA. Furthermore, another study in Kenya found that access to mobile money increased per capita household consumption and savings, and therefore reduced the rate of poverty. The effects were largest in female-headed households, highlighting how impact can be amplified when technology is given to female household heads.
While mobile money holds promise, it is not without its challenges and risks. These include infrastructure challenges, operational risks, and regulatory challenges.
Digitization can help overcome key barriers to effective public service delivery through:
1. Improved targeting: When it comes to social assistance, the most vulnerable are often left behind. The benefits of social assistance programs are often targeted to the poorest people of the country but in reality, it’s difficult to design and implement programs to effectively find and enroll these beneficiaries.
Digital ID systems could potentially remediate the lack of accurate income data by improving record-keeping and generating reliable administrative datasets on individuals in the country. Digital financial services enable the documentation of individuals’ financial transactions that can be used to create indices for eligibility, and digital government-to-person (G2P) payments can further enrich datasets on beneficiaries.
2. Reduced leakages: Rapid technological innovation and increasing connectivity present new opportunities to fight corruption and leakages in social programs.
Digitization has the potential to cost-effectively reduce leakages by reducing officials’ discretion through improved monitoring and auditing; cutting out intermediaries by automating processes; improving payment infrastructure; and improving identification and authentication through the use of digital identification or biometrics.
Impact of digitization on corruption in India
For example, a study in India found that biometric identification cards not only discouraged local officials from engaging in corrupt behavior due to improved availability and accessibility of information but also improved last-mile service delivery and welfare outcomes for beneficiaries. This resulted in beneficiary time savings equivalent to US$4.5 million (the government’s cost of program implementation and operation was US$4 million). Further, the estimated workfare program leakage reduction was US$38.5 million/year, nine times greater than the cost of implementing the new payment system.
3. Aligning incentives: Digitization can improve the delivery of incentives.
For public sector workers who live in remote areas, the ability to receive money directly through mobile money wallets could decrease the time lost due to travel and waiting in queues. Furthermore, digital IDs allow for work to be tracked in a more precise manner, for the allocation of incentives to be more accurately measured, and for benefits to be disbursed more predictably. Research shows that these improved payment methods could have a positive effect on incentivizing employees.
Digital systems using biometrics, GPS, and phone-based tracking could also be used to uniquely identify, accurately authenticate, and monitor public sector employees at the workplace.
4. Increased take-up of social programs: Digital technology could improve the take-up rates of social programs by improving beneficiaries’ experience, through a reduction in costs, administrative barriers, and an increase in possible benefits for the household.
In addition, digitization allows for the possible improved communication with beneficiaries, giving them more accurate and potentially targeted information about program benefits, and may be designed to reduce behavioral barriers such as procrastination.
If the digital system improves implementation and beneficiary experience, there could be an increase in trust in the system. However, malfunctioning technology could backfire and reduce trust in institutions leading to adverse outcomes.
5. Better access to high-frequency data and monitoring systems: Digitization allows for the quick collection and transfer of large amounts of data at relatively lost costs. This real-time data collection allows for monitoring and quick analysis that could help public sector institutions make decisions.
Monitoring systems: A tool for researchers to support government decision making
As a complement to longer-term evaluative research, monitoring systems can be an important way to support government decision making which often has short time frames. Possible outcomes could include tracking delivery, reach, and/or take-up of an intervention. Data collected through monitoring systems can be used as a stepping stone in building lasting relationships and co-generating evidence between researchers and policymakers. DigiFI encourages researchers to collaborate with governments to develop high-frequency process monitoring systems within digital identity and/or digital social payment systems.
Digital technology could help create a more gender-equal society
The private nature of digital payments, as opposed to cash, could help women maintain or assert control over their funds and income. Results from a 2016 study in Niger found that paying the transfer directly into the mobile wallets of women, as opposed to providing them cash, affected the distribution of intra-household bargaining power. More specifically, by making it more difficult for their spouse to observe the arrival of the transfer, digital social transfer programs provided women with more decision making power around how the transfer is spent.
Furthermore, financial inclusion can reduce poverty, particularly among women. In Kenya, researchers observed that the use of mobile money led to a 2 percent reduction in poverty. The impact on female-headed households was more than twice the average measured.
However, one needs to be cautious when implementing digital solutions to ensure that they do not lead to further division; especially since women’s access to and use of digital technology tends to lag in comparison to men.
Looking forward
To date, DigiFI Africa has funded a number of full randomized evaluations, pilots, and proposal development grants covering various aspects of digital payments and digital identification, increasing the knowledge base around these reforms. Read more about DigiFI Africa’s ongoing projects.
DigiFI Africa is supporting more evidence generation and implementation on the continent
If you are a policymaker interested in understanding how to design and implement digital payments or identification systems in your country, or a stakeholder interested in this field of study, please reach out to the DigiFI Africa team.
The Digital Identification and Finance Initiative (DigiFI) is excited to announce a blog series that looks at the various facets of digital identification (ID) and payment systems.
As of 2019, 469 million people across sub-Saharan Africa used mobile money. In 2019 alone, 50 million sub-Saharan Africans created a new mobile-money account, a 12 percent increase from 2018. Across Africa, governments are exploring new ways of digitizing financial services and identification to reform policies. While there is a big push to go digital, our knowledge of its potential impacts are limited, particularly in the African context. These reforms may have transformative impacts for citizens through improved governance and public service delivery. But they also have the power to exclude marginalized groups or violate privacy rights.
The Digital Identification and Finance Initiative (DigiFI) in Africa aims to generate rigorous evidence on the impacts of these technologies for both governments and citizens in sub-Saharan Africa. For example: How should digital identification (ID) systems be designed to maximize benefits while minimizing costs in a specific context? When is it appropriate to link a social protection program to a digital ID system? To what extent can digital ID systems and digital payments reduce leakages and improve targeting of social protection programs? Can digital ID systems and digital payments assist in building incentive systems to motivate public servants? For more information on DigiFI Africa’s research agenda, please see our framing paper.
We are excited to launch a further exploration of these questions in DigiFI Africa’s new blog series. Over two months, this series will unpack key policy questions on digital ID and payments systems while also exploring a subset of the academic literature provided in our framing paper. This series includes posts on:
- The benefits, challenges, and unknown impacts of digital IDs,
- Digitization of government-to-person payments,
- Mobile money and person-to-person payments, and
- Possible barriers to effective public service delivery (e.g. targeting, leakages, incentives, and take-up) and opportunities for digitization to improve these processes, including high frequency process monitoring.
You can read about DigiFI’s ongoing studies. These include, but are not limited to, research on the impacts of linking the national biometric ID system in Kenya to social protection schemes, the relationship between digital IDs and poverty alleviation in Malawi, how digital tax systems can aid revenue collection in Uganda, and the role of digital cash transfers in responding to the COVID-19 pandemic in Ghana and Kenya.
If you’re a policymaker or researcher thinking about the design of a digital financial or ID system or evaluating new reforms in the DigiFI research agenda, we encourage you to get in touch! We can be found on [email protected] and would love to hear from you.
J-PAL Africa, based at the University of Cape Town, recently launched the Digital Identification and Finance Research Initiative (DigiFI Africa). Supported by the Bill and Melinda Gates Foundation, this USD$7 million research fund is designed to study the impact of innovative government and private sector payment systems and digital identification (ID) reforms on citizens and governments across Africa.
J-PAL Africa, based at the University of Cape Town, recently launched the Digital Identification and Finance Research Initiative (DigiFI Africa). Supported by the Bill and Melinda Gates Foundation, this USD$7 million research fund is designed to study the impact of innovative government and private sector payment systems and digital identification (ID) reforms on citizens and governments across Africa.
Policymakers across Africa are increasingly investing in large-scale digital identification and digital payment systems. Because these systems are so new, little rigorous research exists on how best to design and implement such systems in low-income contexts. How do these rapid changes affect the lives of citizens? How can they best be structured to lead to the most benefit? Are any groups adversely affected by these reforms?
DigiFI Africa will cluster research around these questions, supporting research that evaluates impacts on citizens and generating results that provide guidance on critical design questions as reforms go to scale.
Improving efficiency in public spending through digital finance and digital identification has the potential to have large impacts across Africa. For example, these technological innovations have the potential to enhance record-keeping and transparency by collating administrative data and automating transactions, decreasing the potential for delays and errors in payment systems. Digitizing payments can reduce both the need for travel to access financial services and the time burden of engaging with administrative processes. In addition, digitizing the process of business registration and firm regulation can bring more firms into the tax system and raise revenues for the government.
The DigiFI Africa framing paper lays out the research agenda for the initiative. DigiFI Africa promotes research to address the following questions:
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From a government’s perspective:
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How can digital ID systems assist with targeting and efficiency in public programs? Do digital ID systems assist or hinder in reaching marginalized populations?
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Can digital ID systems and digital payments reduce rent-seeking? What are the generalized equilibrium effects of digital payments on rent-seeking?
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How can digital ID systems and digital payments assist in building incentive systems to motivate public servants?
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How can payment design (such as targeting a specific household member to receive the transfer or changing timing the payment) affect its impact?
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From a citizen’s perspective:
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How do government services linked to digital IDs affect citizens? What are the best ways to design these linked services for the greatest impact at the lowest cost? Do digital ID systems and digital payments encourage or dissuade take-up of government programs?
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Do digital ID systems improve the overall efficiency of government programs? If so, do these efficiency gains reduce poverty?
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How do digital IDs affect voter participation, the fairness of elections and electoral outcomes? Does increased enfranchisement affect policy decisions?
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Can digital IDs promote further digitization in financial systems and thus enhance financial inclusion? How does this affect short- and long-term poverty outcomes?
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Can digital payment schemes empower traditionally weaker household members or affect the allocation of household resources?
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Fiscal capacity:
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Can expanding the formal economy increase the tax base through incentives and simplified processes introduced by digital payments and digital IDs?
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Externalities:
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What is the impact of digital ID and digital payment systems on market-level general equilibrium effects? What are their impacts on wages and employment? Are there impacts on occupational choice or migration?
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What are the spillovers on non-beneficiaries of digital ID and digital payment systems?
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Private sector impacts:
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Can digital ID systems encourage businesses to enter the formal sector? Do these reforms reduce entry costs to entrepreneurship and enable productive investment?
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Can digital ID systems help strengthen law-enforcing institutions and in turn affect private investment?
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DigiFI Africa will run a competitive research fund with requests for proposals (RFPs) twice annually through 2022. The initiative will support researchers in conducting two phases of work:
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Formative research that includes pilots and high-frequency monitoring systems to assess the status and health of digital payments and digital ID programs at various stages of reforms.
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Rigorous randomized impact evaluations to test the impact of roll-outs of promising digital payment and digital ID reforms.
Funding is open to J-PAL affiliates, invited researchers, researchers with a PhD based at an academic institution in Sub-Saharan Africa (details here), and PhD students who have a J-PAL affiliate on their dissertation committee. The Round 1 RFP closes on September 20, 2019. For more information, contact Aimee Hare.
As policymakers across Africa are increasingly investing in digital identification systems, the Digital Identification and Finance Initiative in Africa (DigiFI) explores what the benefits, challenges, and unknowns are.
Especially in the era of COVID-19, it is hard to imagine a world without WhatsApp or Zoom. Yet, these tech platforms did not even exist two decades ago. These and many other innovations are proof of the ability of digital technology to transform our lives at rapid speed.
These changes extend far beyond just the individual level of messaging apps, reaching a much larger scale, with entire economies becoming more digital. Digitization of economies is being accelerated by the COVID-19 pandemic and provides an opportunity for countries to make large strides towards greater economic development.
Policymakers across sub-Saharan Africa are increasingly investing in a particular digital technology with transformative potential—biometric identification (ID) systems. Biometric IDs are a form of identification that uses biometric information of individuals to record, identify, and verify their identity. They use traits such as fingerprints, eye retina and iris scanning, voice recognition, facial patterns, and body movement as biometric measures of verification. Traditional IDs usually use other documents or people to verify information about someone or are prepared at birth. This step of digitizing ID systems is partly to increase the provision of a legal ID, which is often essential for citizens to access basic government services and lead a dignified life. It will also enable broader use of digital payment systems and promote digitization of services more generally.
Countries like Malawi, Senegal, and Uganda have rolled out national biometric ID systems, while others including Ghana, Kenya, Nigeria, and Tanzania are in the process of implementing mass registration campaigns for their new biometric IDs. More countries still, including Ethiopia, have announced plans to start enrollment for such IDs in the coming months and years. As this digital ID revolution sweeps the continent, what do we really know about its benefits and drawbacks? How does this rapid digitization and proliferation of biometric IDs affect the lives of citizens? And how can they best be structured to result in the most benefit? In this blog, we explore the benefits and drawbacks of digital IDs, as well as the various questions that remain unanswered.
The Good
Overcoming the problems associated with a lack of identification through digital IDs might have powerful implications. A digital repository may make it easier to implement and target government programs, while also enabling citizens to participate in the digital economy. Since these IDs can function as a universally valid proof of identity, they can easily be linked to existing functional systems—like bank accounts and payroll, asset registries, insurance, and school records—to avoid corruption and siphoning of resources, as well as double counting and targeting errors in beneficiaries. By easing processes to obtain voter IDs, drivers’ licenses, telecom services, and banking facilities, IDs can mobilize citizens’ political and economic participation. Additionally, IDs can catalyze the growth of a country’s fiscal capacity by not only minimizing tax evasion but also by being instrumental in promoting financial inclusion and growth of the formal economy. Evidence points to many potential benefits of digital ID systems such as:
- Improved data: It is difficult to allocate funding or identify problem areas without access to quality, granular data. Digital ID systems may alleviate this issue by facilitating improved record-keeping and generating administrative data (routine information collected, used, and stored by governments and other organizations primarily for operational, rather than research purposes) on individuals in the country.
- Improved public service delivery: Many countries plan to link ID systems to digital payment and welfare systems, which should help make public services more efficient and accessible. These policy changes aim to eliminate leakages and enhance the accuracy of transactions as well as the ability of the government to monitor them. When linked with monitoring systems, digital IDs have reduced absenteeism among health workers, reduced data forgery, and improved patient adherence to treatment in India.
- Improved targeting: Following from the previous point, digital ID systems may make it easier to implement and target government welfare programs. Evidence from India shows that biometric IDs cost-effectively increased efficiency of welfare payments by reducing leakages and delays while not reducing program access, particularly to vulnerable households. Further, in India, beneficiaries overwhelmingly preferred the smartcard systems.
- Better credit market efficiency: Digital IDs can help address barriers to accessing formal financial products. Evidence from Malawi shows that fingerprinting for credit can improve loan repayment rates and lead to a better functioning credit market. By using biometric identification, lenders were better able to identify borrowers. Introducing fingerprinting identification for microloans caused high-risk borrowers to take out smaller loans and to improve their repayment behavior.
The Bad
While there are many potential benefits to using digital IDs, they often have their drawbacks. Digital ID systems have seen large pushback in many countries due to fear of exclusion and erosion of privacy. Further, the implementation of digital ID systems could cause more pain than gain in specific contexts such as remote areas with limited connectivity. Governments need to carefully evaluate where digital ID systems will maximize welfare without inconveniencing or excluding the already marginalized. Some of the recorded challenges with digital ID systems are:
- Exclusion errors: Stringent ID requirements can generate non-trivial costs in terms of exclusion and inconvenience to genuine beneficiaries. Evidence from India shows that making biometrics compulsory in the public food distribution system created exclusion problems and increased transaction costs, especially for vulnerable groups, without reducing corruption. These findings were corroborated by a second study, which found that biometric IDs led to limited improvements, such as more timely and reliable recording of PDS transactions, and resulted in the exclusion of households (usually the most vulnerable ones such as widows, the elderly, and manual workers) that were unable to pass the biometric authentication test. The authors argue that the imposition of the digital system here led to “pain without gain” as it did not address the type of leakages that were prevalent in the given context.
- Implementation concerns: Another study in India found that while a biometric attendance-monitoring intervention led to health improvements, its imperfect enforcement illustrated the limitation of technological monitoring solutions when they are not combined with changes in the broader rules governing health workers. While there were some health gains from this, the biometric devices led to lower work satisfaction among staff and increased difficulty hiring new nurses, lab technicians, and pharmacists. As a result of this and other factors, there was limited appetite at all levels of government to use the better quality attendance data to enforce the government’s human resource policies.
- Privacy and data misuse concerns: Biometric authentication raises important privacy and data misuse concerns. There has been major pushback in India and Kenya to biometric national ID systems due to concerns regarding safety and misuse of collected data. Large data sets have been shown to have great power in surveillance, as well as predicting and shaping people’s decisions. In light of this, it is crucial to ensure that strong data privacy and security legal frameworks and systems are in place.
The Unknown
While we are beginning to glean insights on some of the benefits and drawbacks of digital ID systems, many questions remain unanswered, particularly in the context of sub-Saharan Africa. With the broad impacts that digital IDs can have, there is little research on how they can improve the implementation of welfare programs, how these systems and linked programs affect citizens, and what unintended consequences may result from having access to IDs and their associated technology. As government reforms in both IDs and payments advance, rigorous research can help them answer these questions, including providing insights into design questions as reforms scale up.
The Digital Identification and Finance Initiative in Africa (DigiFI)—hosted by J-PAL Africa at the University of Cape Town—aims to fill this evidence gap by generating cutting-edge policy research projects focussed on the study of innovative government payment and ID systems. We lay out our research agenda in our framing paper. Some examples of questions we hope to answers in the digital ID space are:
- What are the best ways to design digital ID linked services for the greatest impact at the lowest cost?
- To what extent and when can digital ID systems improve targeting and efficiency in public programs?
- How can digital ID systems assist in building incentive systems to motivate public servants?
- How do digital IDs affect voter participation, the fairness of elections, and electoral outcomes?
- Can digital IDs promote further digitization in financial systems and thus enhance financial inclusion?
- Can digital ID systems encourage businesses to enter the formal sector? Do these reforms reduce entry costs to entrepreneurship and enable productive investment?
- Can digital ID systems help strengthen law-enforcing institutions and, in turn, affect private investment?
If you are a policymaker interested in jointly understanding how to design digital ID and payment systems in your country or a researcher wanting to add to this body of literature, please reach out to us at [email protected]. We are very interested in understanding digital systems across the continent and are keen to help co-generate analysis that can inform policy decisions on digital ID and payment systems.
Author’s Note: This is the first blog in the DigiFI series on the various aspects of their research and policy priorities. The next blog will focus on government to person digital payments.