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GOAL 10: Reduced Inequality

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Empowering consumers as partners in sustainability: Case studies on financial regulation and implementation

Fair Finance Asia
This report by Fair Finance Asia examines financial regulation through case studies in Thailand, Pakistan, Indonesia, and Cambodia. It highlights systemic gaps in consumer protection, cybersecurity, gender-responsive inclusion, and ESG accountability. Recommendations are provided for regulators and banks to strengthen consumer engagement and promote sustainable finance practices across Asia.
Research
15 July 2026

Off the books: Practical guidance for business

Walk Free
This report provides practical guidance for Australian businesses to identify and address migrant worker exploitation. Based on a survey of 9,963 temporary visa holders, it highlights risks like ABN misclassification, casual employment, night shifts, and misleading payslips. It offers due diligence tips and remediation steps to ensure compliance.
Research
3 August 2026

Handbook: Harmonised framework for impact reporting for social bonds

International Capital Market Association
This handbook provides a harmonised framework for impact reporting on social bonds. It outlines core principles, recommendations, and sector-specific metrics for categories including affordable housing, essential services, and basic infrastructure. The document aims to enhance transparency and integrity in the social bond market through standardised reporting practices.
Research
18 June 2026

Closing the gender health gap: The investment case and capturing Australia's window of opportunity

The Centre for Sex and Gender Equity in Health and Medicine
This report identifies the gender health gap as a systemic market failure and significant investment opportunity. Closing this gap could boost the global economy by US$1 trillion annually by 2040. In Australia, the opportunity is valued at US$24.8 billion per year, offering a time-limited ten-year window for investors.
Research
13 July 2026

Firm pay, amenities, and inequality

National Bureau of Economic Research (NBER)
This research assesses firm-specific amenity valuations using discrete choice experiments linked to German administrative records. It finds that amenities widen between-firm inequality by 20% in variance terms. Furthermore, gender differences in valuations contribute to female sorting into lower-wage firms, as women prioritise non-wage attributes more highly.
Research
15 August 2026

Global employment trends for youth 2026: Back to the future

International Labour Organisation (ILO)
The Global Employment Trends for Youth 2026 report highlights a stalled post-pandemic recovery, with global youth unemployment reaching 12.4 per cent. It examines rising NEET rates, artificial intelligence impacts, and job experience inflation, while advocating for bold, adaptive policies to ensure secure, decent work pathways for young people.
Research
6 August 2026

Preference for explainable AI

National Bureau of Economic Research (NBER)
This research investigates the demand for explainable AI in high-stakes credit settings. It finds that decision-makers strategically avoid explanations that reveal racial or gender bias to preserve moral wiggle room. Additionally, behavioural biases cause individuals to undervalue explanations even when they complement private information and improve decision accuracy.
Research
16 May 2026

The commoditization of labor

This research examines how technological standardisation commoditises labour by making workers interchangeable. It develops a model showing that while this process increases productivity, it simultaneously reduces worker bargaining power and wages. This framework explains the declining large-firm wage premium and the divergence between productivity and pay in services.
Research
24 May 2026

The hidden human cost of content moderation and data labelling

Equidem
This report examines the hidden human costs of content moderation and data labelling in Colombia, Kenya, and the Philippines. It details systemic physical, psychological, and economic harms caused by lead firm power, informal employment, and intense target pressure, while identifying significant barriers to corporate accountability and worker rights.
Research
29 May 2025

Mainstreaming just transition finance: Lessons from emerging best practice

Grantham Research Institute on Climate Change and the Environment
This report examines the integration of just transition principles into private finance. It highlights structural barriers, including the lack of robust business cases and quantifiable evidence. Recommendations include embedding just transition into existing regulatory frameworks, strengthening the evidence base for commercial benefits, and aligning private incentives with national commitments.
Research
30 June 2026

Just Nature: How finance can support a just transition at the interface of action on climate and biodiversity

Grantham Research Institute on Climate Change and the Environment
This report examines how the financial sector can facilitate a just transition within nature-based systems. It outlines priorities for sustainable agriculture, deforestation, nature-based solutions, and ocean restoration. The authors provide strategic recommendations for integrating human rights and social inclusion into climate and biodiversity actions to achieve a net-zero economy.
Research
25 August 2022

Profits and social impacts: Complements vs. tradeoffs for lenders in three countries

National Bureau of Economic Research (NBER)
This research examines the tradeoff between lender profits and social impact using machine learning across three countries. It demonstrates that algorithmic targeting significantly boosts profit margins in South Africa and the Philippines but may reduce financial inclusion for women and low-income borrowers unless balanced strategies are implemented.
Research
18 July 2026

The price and distributional impact of flood risk disclosure: Evidence from US housing platforms

National Bureau of Economic Research (NBER)
This research quantifies the impact of property-level flood risk disclosure on US housing prices and demographics. Homes labelled with 'extreme' risk saw a 3.3% price discount. Disclosure caused significant resorting, with lower-income, older, and FHA-financed buyers increasingly purchasing high-risk properties primarily due to reduced transaction prices.
Research
23 July 2026

Intentional Endowments Network (IEN)

IEN is a peer-learning network supporting endowments and foundations to integrate climate and social inequality considerations into investment strategies.
Online tool/database

Understanding inequality as a macro-financial risk to markets and diversified portfolios

The Predistribution Initiative
This research identifies economic inequality as a systemic macro-financial risk to markets. It examines how wealth concentration and market power destabilise economies, fuel social instability, and hinder progress on global challenges. The report advocates for new financial analysis tools and disclosure frameworks to integrate social-related risks into investment strategies.
Research
18 July 2026

Just transition metrics benchmark

Power Shift Africa
Just Transition Metrics is a benchmark series developed by Shift in collaboration with multiple organisations. It provides a foundational, sector-agnostic set of quantitative metrics designed to assess the 'justness' of companies' climate-related transition plans, covering workforce, communities, and value chain impacts.
Benchmark/series
14 April 2026
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