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Safety by design: Investment checklist

eSafety Commissioner
This investment checklist is a concise guidance document, aimed at investors and venture capitalists considering whether to invest in tech companies. The checklist presents a 12-point criteria touching on design and provision of services, community guidance, safety reviews, user tools, and proactive steps to inform users about safety policies.
Research
18 January 2021

Generative artificial intelligence in finance: Risk considerations

International Monetary Fund
Generative AI is a subset of AI/ML that creates new content. It offers enhancements to efficiency and customer experience, as well as advantages to risk management and compliance reporting. However, the deployment of GenAI in the financial sector requires the industry to recognise and mitigate the technology's risks comprehensively; financial institutions must strengthen their cybersecurity and regulatory oversight capacities.
Research
22 August 2023

AI policy principles

Information Technology Industry Council (ITI)
This report outlines the responsibility of industry and governments in promoting responsible development and use of artificial intelligence. The policy principles focus on the integration of principles into the design of AI technologies, investment in AI research and development, and collaboration through public-private partnerships.
Research
25 October 2017

Addressing harmful online content: A perspective from broadcasting and on-demand standards regulation

Office of Communications (Ofcom)
This discussion paper presents broadcasting and on-demand standards regulation as a model to address harmful online content. It calls for transparency in platform moderation, a flexible approach to regulation in an environment of free expression, and harmonisation of a regulatory approach for globally accessible content.
Research
18 September 2018

Earth system justice needed to identify and live within Earth system boundaries

This article considers how to integrate principles of justice within Earth’s system boundaries, specifically for climate, the biosphere, water and nutrient cycles, and aerosols. Using the Earth system justice approach, it discusses living within planetary limits whilst minimising significant harm to all people and ensuring equitable access to resources.
Research
19 June 2023

Can ESG add alpha? An analysis of ESG tilt and momentum strategies

MSCI Inc.
This research explores the impact of environmental, social, and governance (ESG) factors on investment returns, focusing on ESG Tilt and ESG Momentum strategies. The study reveals that both strategies outperformed the global benchmark, providing empirical evidence that ESG factors can enhance portfolio performance.
Research
2 June 2015

Aggregate confusion: the divergence of ESG ratings

MIT Sloan School of Management
The research investigates the disagreement in Environmental, Social and Governance (ESG) ratings between rating providers. Three factors are identified: measurement divergence, scope divergence and weight divergence. The paper argues for a standardisation of ESG indicators and measurement procedures to reduce the discrepancy in ESG ratings.
Research
15 August 2019

The missing middles: Segmenting enterprises to better understand their financial needs

Collaborative for Frontier Finance
Small and growing businesses (SGBs) have significant and positive impact on emerging and frontier markets. This report proposes a new segmentation framework to help service providers, enterprises, donors, limited partners (LPs) and field-building organisations understand and navigate the complex landscape of SGB investment in frontier and emerging markets.
Research
2 March 2018

Global microscope 2020: The role of financial inclusion in the COVID-19 response

The Economist Intelligence Unit
This report is a study of the enabling environment for financial inclusion in 55 low to middle income countries. It focuses on the role of financial inclusion in terms of how governments in those countries responded to the COVID-19 pandemic.
Research
31 December 2020

The promise of fintech: financial inclusion in the post COVID-19 era

International Monetary Fund
This report uses quantitative and qualitative research to further our understanding of developments in digital financial inclusion driven by fintech, and their macroeconomic effects. It also details the impact of the COVID-19 pandemic and discusses the future of fintech’s impacts on financial inclusion.
Research
1 July 2020

A research and learning agenda for the impact of financial inclusion

Consultative Group to Assist the Poor (CGAP)
There is consistent evidence of financial services contributing to improved well-being, yet the influence of contextual factors is largely unknown. The theory of change framework identifies several knowledge gaps that funders/researchers can address to develop a more accurate prediction of when financial inclusion policy will generate positive wellbeing outcomes.
Research
14 December 2020

Arabesque

Commercial Organisations
Arabesque is a global partnership of three financial technology (FinTech) companies offering sustainable investment, advisory and data services, employing environmental, social and governance (ESG) big data and artificial intelligence (AI) capabilities. It comprises: Arabesque Asset Management, Arabesque S-Ray GmbH, ESG big data solutions provider; Arabesque AI Ltd, AI-based advisory company.
Organisation
1 research item

Strengthening financial resilience among rural and refugee communities in Rwanda

United Nations Capital Development Fund
United Nations Capital Development Fund (UNCDF) has improved financial inclusion, through implementing its Expanding Financial Access and Digital and Financial Literacy (REFAD) program in Rwanda, and by working with local partners to help cater digital financial solutions and improve financial literacy for rural and refugee communities.
Research
31 December 2020

Digital financial services

The World Bank
Discusses the potential of digital financial services (DFS) to reduce poverty and promote economic growth. Analyses DFS role in financial inclusion within households and emerging markets and developing economies. Examines constraints of regulations and frameworks and provides case studies from countries that have enabled DFS in their economy.
Research
30 April 2020

Lifting the lid on fintech: What does new technology mean for a financial system that serves people and planet?

The Finance Innovation Lab
Addresses new developments in financial technology (fintech) through alternative data and explains how fintech has transformed the structure of financial services. Outlines new risks to the finance industry concerning democracy, sustainability, justice and resilience. While exploring opportunities to transform fintech for good through seven principles to guide financial policymaking and regulation.
Research
1 December 2020

Financial inclusion: What have we learned so far? What do we have to learn?

International Monetary Fund
Introduces financial inclusion as a dimension of financial development by presenting main findings and key insights from a micro and macroeconomic standpoint. Examines trends and provides insights into the effects of financial inclusion initiatives on the economy with a focus on household and micro, small and medium-sized (MSMEs) enterprise outcomes.
Research
7 August 2020
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