This report presents the findings of a global survey on AI in Financial Services jointly conducted by the Cambridge Centre for Alternative Finance (CCAF) at the University of Cambridge Judge Business School and the World Economic Forum in Q2-Q3 2019. Representing one of the largest global...

We show that the recently released text-based artificial intelligence tool GPT-4 can provide suitable financial advice. The tool suggests specific investment portfolios that reflect an investor's individual circumstances such as risk tolerance, risk capacity, and sustainability preference....

The paper proposes an explainable AI model that can be used in credit risk management and, in particular, in measuring the risks that arise when credit is borrowed employing credit scoring platforms. The model applies similarity networks to Shapley values, so that AI predictions are grouped...

We study the impact of trust on the expansion of online lending in the U.S. over the 2008-2016 period. Using data from the largest platform, we demonstrate that a misconduct-driven decline of trust in traditional banking is associated with a statistically and economically significant increase in...

This article presents several theories of financial inclusion. Financial inclusion is the ease of access to, and the availability of, basic financial services to all members of the population. Financial inclusion means that individuals and businesses have access to useful and affordable...

This paper highlights the globally-important determinants of financial inclusion. The determinants identified in this paper are formal account ownership; demand for formal savings; demand for formal borrowing; financial literacy and education; debit and credit card usage; the need to receive...

Although Tanzania has made notable progress in enhancing access to financial services, the gender gap in financial inclusion persists. This paper examines gender disparities in financial inclusion in Tanzania using descriptive and regression analyses. While the advent of mobile phone money...

The global financial crisis that began in 2007 has forced a re-examination of macroeconomics, financial economics, regulation, and risk management. Traditional macroeconomics overlooks the importance of risk which makes it ill-suited to analyze risk transmission, contagion and how risks can...

India had experienced a rapid economic growth in the last decade. But the growth was not inclusive. One of the main reasons for poverty in India is that low income and disadvantaged groups are financially excluded. All kinds of financial services are enjoyed by few peoples in the country but...

A developing nation like India who is fostering the idea of the inclusive growth with equal development opportunities in terms of resource entitlement, income circulation and participation in the process of inclusion in formal financial services. Such inclusive growth has been strongly corelated...