Library | Sustainable Finance Practices
Issue/sector focused research
General research and analysis that provides deep dives and insights into specific sustainability issues or industry sectors, addressing the current status, trends, risks, and opportunities for the issue but not specifically addressing a finance or business audience.
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Opening the black box on the impact of inclusive credit
This report examines inclusive credit's impact using a five-factor framework: who, how, what for, where, and when. Drawing on 405 studies and machine learning analysis, it advocates for "precision credit"—matching product design to borrower circumstances—to move beyond average effects and ensure meaningful developmental outcomes in emerging markets.
Sovereign risk ceilings: Rethinking methodology through risk disaggregation
This report critiques sovereign ceiling practices in credit ratings for emerging market infrastructure. It proposes a disaggregated framework to assess eight specific transmission channels and mitigants, arguing that empirical data shows high survival rates for well-structured projects during sovereign crises, contrary to current blanket rating caps.
Government announced increases in carbon pricing and their implications for corporate valuations
This report explores global corporate environmental costs, finding that unpriced carbon emissions represent a material risk to valuations. Analysing approximately 20,000 companies, it illustrates how projected carbon price increases in jurisdictions like Norway and Canada could significantly erode enterprise values, especially within the aviation and maritime sectors.
CLIMATEFIT
CLIMATEFIT is an EU-funded initiative that provides public authorities and investors with tools, databases, and methodologies to develop bankable climate adaptation projects and bridge the resilience finance gap.
Workforce heat resilience: An actionable framework to close the execution gap
This report provides a framework for businesses to address workforce heat risks. It details a seven-step roadmap to assess climate impacts, design tailored interventions, and scale resilience. With heat-driven productivity losses projected to reach $2.4 trillion by 2030, the document highlights the strategic necessity of protecting workers.
The age of interconnected risks: How interdependencies are shaping the next generation of systemic crises
This report examines rising systemic vulnerabilities driven by interconnected financial, digital, natural, and socio-economic risks. It highlights the gap between market pricing and actual risk, noting how AI, climate change, and geopolitical fragmentation amplify potential crises. It proposes collaborative monitoring and expanded risk-transfer capacity to strengthen global resilience.
Sowing the seeds of change through private sector partnerships: Lessons from two seasons of pilots and system-building
This ILO report evaluates the BOUZOUR project's efforts to strengthen Lebanon’s cherry sector through private sector partnerships. By establishing a national phytosanitary framework and improving exporter-farmer linkages, the initiative increased farmer incomes by USD 688,564 in 2025, enhanced worker conditions, and expanded access to high-value international markets.
Delivering the digital economy: African migrant workers in the United Arab Emirates e-commerce and delivery sectors
This report examines the exploitation of African migrant workers within the United Arab Emirates' e-commerce and delivery sectors. It details systemic abuses including recruitment debt, deceptive contracts, and excessive working hours, highlighting how subcontracting models fragment accountability. The findings advocate for stronger international labour standards to protect vulnerable platform workers.
Beyond energy infrastructure: A flexibility-first approach cuts costs and boosts security
This report argues that power system flexibility is core infrastructure essential for energy security and affordability. It demonstrates how quantifying flexibility can reduce costs, citing potential annual savings of £9.6–£16.7 billion in Great Britain by 2050. Policymakers are encouraged to prioritise flexibility-first design over traditional infrastructure-heavy build-out.
Toward a more human pace for data center development
This research examines the environmental and social impacts of rapid data centre expansion in the United States. It highlights how generative AI infrastructure disproportionately burdens marginalised communities through pollution, increased utility costs, and resource depletion. The authors call for a "more human pace" centred on environmental justice.
AI-driven productivity gains enable more CO₂ emissions than they avoid in a global energy–economy model
Research using a global energy-economy model indicates that AI-driven productivity gains increase net annual CO2 emissions by 0.47–1.8 gigatonnes under parallel adoption. Enabled emissions from fossil sectors consistently exceed avoided emissions from renewables. Achieving net reductions requires renewable productivity gains to be four to five times greater than fossil gains.
Clean investment monitor: US update series
The Clean Investment Monitor: US Update is a benchmark series providing a comprehensive database of clean energy and transportation investment across the United States. Produced by Rhodium Group and MIT-CEEPR, it tracks the manufacture and deployment of greenhouse gas emission-reducing technologies across manufacturing, energy and industry, and retail segments.
Leveraging technological solutions for human rights due diligence
This report distils lessons from 25 organisations on leveraging technology to strengthen human rights due diligence in value chains. It categorises various tools, provides case studies, and outlines practical steps for responsible AI adoption, emphasising that technology must complement, rather than replace, human judgement and meaningful stakeholder engagement.
Mobility Diagnosis
Mobility Diagnosis is an open-source territorial analysis tool supported by ADEME. It helps local authorities and planners design decarbonised transport strategies by centralising data on travel practices and geographical profiles.
Hidden in plain sight: Unlocking actionable insights in client data
CGAP introduces Precision Causal Modelling to help financial providers identify which product configurations work for specific client segments. Piloted across five institutions, the methodology revealed delivery gaps of 32 to 84 percentage points. Key findings highlight the importance of right-sizing loans and monitoring delinquency trajectories to improve client outcomes.
Assessing digital traceability systems for critical mineral value chains: Aligning upstream and downstream agendas
This report assesses digital traceability systems for critical raw materials, evaluating their architecture, feasibility, and impact. It emphasises aligning downstream regulatory demands with upstream producer realities, recommending that traceability should support due diligence and inclusion—particularly for artisanal mining—rather than serving as a standalone compliance burden.