Now reading: Shaping ethical and inclusive digital economies

Data and Analytics


The smarter use of data plays a role in all aspects of economic inclusion. Innovative and cost-effective ways to collect, store and analyse data can improve strategic decision-making and enable more client-centric and inclusive product design.

Increasing access and lowering the cost of up-to-date, high-quality traditional and alternative data and can unlock a range of insights to solve challenges.

  • Geospatial data can provide insights on a particular area, such as  financial access points.
  • Analysis of existing transaction data allows tailored financial solutions and new insights on people’s financial behaviour.
  • Machine learning can better assess creditworthiness for clients with no official credit history, and shared client data can open the door to additional services that improve client value.

These developments can enable financial service providers, policymakers and impact investors to optimise the impact of their work through the use of data.

Our work connects decision-makers with the data they need by building on, and showcasing, the existing knowledge base of financial inclusion data and collaborating with a wide range of partners.

Shaping ethical and inclusive digital economies
Data and Analytics

Shaping ethical and inclusive digital economies

Marissa Dean of Caribou Digital (and i2i Advisory Panel member) talks to us about data and digital development in the financial sector.  Your report Can Big Data Shape Financial Services in East Africa suggests that (for the credit market at any rate), many alternative datasets have limited value in extending financial inclusion. Could you explain

data, blockchain, innovation and entrepreneurship.
Data and Analytics

Predictive analytics presents opportunities for risk-taking in Africa

Prof Bitange Ndemo, renowned ICT champion, shares some thoughts on data, blockchain, innovation and entrepreneurship. You have written about the dangers of data colonisation – especially in Africa. What do you think is preventing Africans from benefiting from the application of the data that is being collected?  I’m going to

Data and Analytics

Regulating for change: Five important considerations

I recently participated in a panel at the IAIS Global Seminar in Moscow where a regulator from the audience asked a very relevant question: Given the scale of technological change in my market, how do I still ensure effective regulation? It is a question we’re increasingly hearing from financial sector regulators and

Data and Analytics

Exuus: Using data to demystify savings groups’ black boxes

DataHack4FI Innovation Award Season 2: Winner of the Women and Youth focus prize for Rwanda In Rwanda, as elsewhere in sub-Saharan Africa, rotating credit and savings associations (ROSCAs) and savings groups are a big part of people’s financial lives – especially for women. With just under 1 million individuals making

Data in FSP decision-making: Findings from six African Countries
Data and Analytics

InvestXD: Putting women’s investment needs at the centre

InvestXD created a digital investment platform for women and youth Understanding drivers of usage for financial products and services is important for (long-term) savings, as few youth and young adults save, and even fewer do so through formal financial services institutions. There is also a significant gender gap, as is

Data and Analytics

ZedCredit: Sentiment analysis in the design of womens savings solution

ZedCredit from Zambia provides access to savings, loans and a credit score via their mobile app. ZedCredit is a fintech based in Zambia that participated in the DataHack4FI Innovation competition, Season 2. ZedCredit was conceptualised and founded in 2015 by Tundwa Siyubo, a business graduate from Zambia’s National Institute of Public  Administration. It was registered in

Data and Analytics

Inclusive: Identification that removes barriers to financial inclusion

DataHack4FI in-country winners from Ghana offer a multiple-database-verification API solution to identity verification. A lack of verifiable identification presents a significant barrier to individuals’ access to financial services. According to Findex 2017, 20% of financially excluded individuals mention a lack of identification as the main reason. In sub-Saharan Africa specifically,

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Data and Analytics

Network analysis to identify and segment farmers

Exploring how transactional-data-driven network analysis can allow financial service providers increase the value they provide to customers   Traditional banks serve a diverse set of customers that may include entities such as schools, churches, agricultural cooperatives, small enterprises, SACCOs, farmers, households and individuals (to name a few). Each of these customer segments engage in

consumers and their financial lives.
Data and Analytics

Aggregation of data for consumer empowerment

We spoke to Billy Owino, CEO of TransUnion Kenya, about the organisation’s strategy of analysing multiple sources of data to better understand consumers and their financial lives.  Tell us about TransUnion’s transition from a credit information bureau to a risk information service and its role as an aggregator of data? Globally,

Data in FSP decision-making: Findings from six African Countries
Data and Analytics

Data in financial service provider (FSP) decision-making: Findings from six countries

Do FSPs in Africa use data to drive their decisions?  While several global surveys have been conducted to determine the extent to which business executives are using data and analytics to drive decision-making (or the success they have in doing so), typically, hardly any executives from African businesses are surveyed.