Risk Analysis

Risk Analysis

Public finance is subject to a great deal of uncertainty, such as future recessions, changes in interest rates, forecast inaccuracy, and much more. Uncertainty is a source of risk. The gold standard for analyzing and managing risk is computer simulation. That’s how insurance companies design and price policies, for example. Technological advances have made computer simulation more accessible than ever before and GFOA has been on the cutting edge of applying these advances to public finance. 

Consulting Services

GFOA helps local governments conduct stress tests and analyze risks for a variety of public finance issues.

Our most popular service is a risk-based analysis of reserves. Reserves are essentially a form of self-insurance. Hence, the right amount of reserves to maintain depends on the risks you face. We’ve been providing this service for ten years. You can see an example of one of our reports and client testimonials below.

We have also conducted risk analysis of many other public finance issues, including: debt affordability in light of changing bond ratings and interest rates; and long-term revenue and expenditure forecasts in light of recessions, pension investment performance, health care cost increases, etc.; and user fee analysis in light of uncertainty of how much it costs to provide the service.

Click here to learn more about our risk-based analysis and stress test of general fund reserve requirements for the City of Providence, Rhode Island.

Conveying Hazards and Natural Catastrophes Through Extracted Simulations

Local governments have a responsibility to prepare for extreme events like natural catastrophes, recessions, and more. Preparation requires planning. The best plans are supported by data. However, most data on extreme event risk is conveyed as single number averages, which masks the uncertainty necessary for valid planning.

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Should We Rethink Reserves?

The “Best Practices: Fund Balance Guidelines for the General Fund” is one of GFOA’s most often cited standards. However, GFOA’s consulting work with local governments has revealed that there are many opportunities for reserve optimization beyond the guidance provided in the Best Practices. This paper brings what we have learned together with university research to describe new opportunities for local governments to get the best value from their reserve strategies.

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Sample Wildfire Risk Model

This model, developed GFOA estimates the chance of a county depleting its reserve over a ten year period due to wildfire risk. When you make a change to a green assumption cell, 10,000 trials are run for each of ten years for a total of 100,000 calculations using the Excel Data Table. The data, provided by AON, came from a complex simulation built and compiled on large, distributed computer networks on which event generation can take many days to run.

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What do our clients say?

"A thoughtful and precise evaluation of our reserves and the amount that should be held for emergencies. It provides an amount that can be justified and still have flexibility in times of economic uncertainty."

Douglas County, Colorado

"This has helped the City consider risk in new ways and which has now permeated and become part of the financial decision-making culture at the City."

City of Newport Beach, California

The analysis substantiated the target reserve levels the City should work to achieve.  The City has used the analysis multiple times in reserve level conversations with City Council, City Management, bond rating agencies, etc. 

Mesquite, Texas


Don't Go It Alone: Pooling Budgetary Risk to Save Money in Your Budget

Local governments often join together to pool risk for insurance. Insurance pools save money by aggregating multiple local governments into a larger, more diversified risk pool. Or a government might provide insurance coverage as a central, shared service, which is far cheaper than each department independently contracting with their own insurance providers. This is also a form of risk pooling.

The Last Line of Financial Defense? Internal Loans in Emergency Situations

General fund reserves are one of local governments’ primary resources for responding to unexpected financial losses, such as those brought about by natural disasters or man-made extreme events. However, it is neither practical nor desirable for a government to accumulate enough reserves to respond to every possible contingency it might face — that would simply not be affordable for most communities.

Analysis and Stress Test: Salt Lake City

This document is our risk-based analysis and stress test of general fund reserve requirements for Salt Lake City, Utah.

Risk-Based Analysis: Town of Yountville

This document is our risk-based analysis general fund reserve requirements for the Town of Yountville, California.


Analysis Over Time

In 2014, GFOA conducted a risk-based analysis of the general fund reserve requirements for the City of Sharonville, Ohio. This analysis was conducted again in 2022.


Partner Organizations

GFOA works with other organizations that are on the leading edge of risk analysis.

Probability Management Logo

Probability Management is a 501(c)(3) nonprofit that is making uncertainty actionable through tools, open standards and training. It has collaborated with GFOA since 2013.


AON Logo

GFOA is teaming with Aon plc (NYSE: AON), a leading global professional services firm, on a first-of-its-kind initiative to provide local U.S. governments with state-of-the-art tools to help them better analyze and plan their rainy day funds. You can read more about it here.


Questions? Contact Senior Research Manager Shayne Kavanagh


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