Aligning risk models with sustainability goals

ESG and actuarial science

  • Blog
  • 4 minute read
  • August 20, 2025

Author

Simon Mugo
Simon Mugo

Associate, PwC Kenya

In an era of heightened awareness around environmental degradation, social inequality, and corporate governance failures, Environmental, Social, and Governance (ESG) principles have emerged as essential pillars of sustainable business. While traditionally anchored in financial risk and uncertainty, actuarial practice is undergoing a transformative shift-incorporating ESG considerations into the way risks are assessed, modeled, and managed. This intersection is not just timely but imperative, as long-term financial sustainability becomes increasingly intertwined with the broader goals of societal and planetary well-being.

Woman working on a solar panel.

The convergence of ESG and actuarial practice

Historically, actuarial models have focused on quantifying financial and demographic risks using historical data. However, the accelerating pace of climate change, demographic shifts, and regulatory reforms has exposed the limitations of legacy models. ESG considerations-once peripheral-are now front and center, prompting actuaries to rethink traditional assumptions. As stewards of long-term financial stability, actuaries are well positioned to incorporate ESG risks into pricing, reserving, capital modeling, and investment strategies. Frameworks such as the Task Force on Climate-related Financial Disclosures (TCFD) and IFRS 17 provide a structured foundation for this integration.

Environmental risk and the rise of climate-aware modeling

Among the three ESG pillars, the environmental dimension poses perhaps the most urgent and quantifiable risks. Catastrophic weather events, rising sea levels, and biodiversity loss are not abstract threats-they are already influencing claims, underwriting practices, and asset-liability valuations.

Actuaries are now incorporating climate scenario modeling, such as Representative Concentration Pathways (RCPs), into their stress testing and capital models. These tools help quantify potential losses from physical risks (e.g., storms and wildfires) and transition risks (e.g., carbon taxes, shifting energy policies). Insurers, for example, are using parametric insurance products to offer coverage in regions susceptible to recurring climate events, with payout triggers linked to measurable indices like rainfall or wind speed.

Social considerations in insurance and pension design

The social component of ESG, though less immediately tangible, has profound long-term implications. Actuaries must evaluate the effects of demographic trends such as aging populations, shifting workforce dynamics, and socioeconomic inequality on insurance and retirement systems. These factors directly influence mortality, morbidity, lapse rates, and long-term health expenditures.

For instance, pension actuaries are now incorporating longevity risk with greater precision, recognizing that increased life expectancy, while positive, introduces sustainability challenges for public and private retirement schemes. Similarly, inclusive product design and microinsurance offerings are gaining traction, especially in emerging markets, aiming to close protection gaps and improve financial resilience among underserved communities.

Woman sitting in an office discussing ESG.

Governance and the actuarial role in accountability

The governance aspect of ESG underscores transparency, ethical conduct, and regulatory compliance, areas where actuaries play a critical role. The implementation of IFRS 17, for instance, demands a more nuanced approach to measuring insurance contract liabilities, including the introduction of the Contractual Service Margin (CSM) and risk adjustments that reflect uncertainty in future cash flows.

Actuaries are also central to developing internal control frameworks and disclosure practices that meet evolving expectations from regulators, investors, and the public. Their analytical rigor and independence make them ideal custodians of responsible financial reporting, particularly as standards like TCFD and EU Sustainable Finance Disclosure Regulation (SFDR) gain global momentum.

Case studies and emerging applications

Real-world applications of ESG-aware actuarial models are beginning to surface. A European life insurer, for instance, restructured its investment portfolio by applying ESG scoring to balance returns with sustainability considerations. This resulted in a lower exposure to fossil fuels and higher allocations to green bonds. In Africa, micro insurers have leveraged ESG-aligned frameworks to design weather-index insurance for farmers, helping reduce the socioeconomic fallout from climate variability.

Additionally, ESG dashboards-powered by real-time data and analytics-are becoming tools for actuaries to communicate complex risks in accessible formats, supporting better-informed decision-making at the board level.

Challenges and opportunities

The road to seamless ESG integration is not without hurdles. Data quality and availability remain persistent challenges, particularly for social and governance metrics. Moreover, balancing model complexity with interpretability is a delicate task, especially when communicating ESG-driven insights to non-technical stakeholders.

However, these challenges also present opportunities. Actuaries can champion interdisciplinary collaboration, working with climate scientists, sociologists, and data ethicists to enhance their models. Professional bodies can support this evolution by embedding ESG content into actuarial education and continuing development programs.

Here's why you're at the heart of It

As the world navigates uncertain terrain shaped by environmental volatility, social transformation, and governance demands, actuarial practice stands at a pivotal juncture. By embedding ESG principles into risk models, actuaries not only future-proof their profession but also contribute meaningfully to a more sustainable, equitable, and resilient global financial system.

Through diverse initiatives, ESG factors can be embedded into core business operations, promoting a more sustainable and resilient future. This includes:

  • Quantifying ESG risks such as climate change, biodiversity loss, and social inequality within traditional actuarial frameworks.
  • Development of sustainability strategies that align with supervisory expectations.
  • Identifying missing ESG data points, improving disclosure practices, and tracking progress toward sustainability targets.
  • Creating ESG scorecards using internal and external data to evaluate loan portfolios, underwriting decisions, and investment strategies.
Follow us

Contact us

Gauri Shah

Gauri Shah

Partner | Consulting and Risk Services, PwC Kenya

Tel: +254 (0) 20 285 5124

Judy Manshau

Judy Manshau

Senior Manager, PwC Kenya

Tel: +254 (0) 20 285 5052

Antony Njoroge

Antony Njoroge

Senior Manager, PwC Kenya

Tel: +254(0)110 633 493

Mutinta Mukuyamba

Mutinta Mukuyamba

Manager, PwC Kenya

Tel: +260 967 763 024

Hide