Case: Reading Real Trend Data

If you only read one thing A real city’s five-year trend data shows how these ratios actually get read in practice, not just calculated once and filed away.

Builds on Topics 4 and 6 This applies the fund ratios and the benchmark thinking from earlier topics to genuine published data, not a hypothetical.

Why This Matters

The City of Golden, Colorado publishes its own Financial Trend Monitoring System report publicly, and it’s worth seeing what a real five-year trend actually looks like, warning signs and all.

What’s Actually Going On

Expenditures per capita, in constant dollars: from 2018 to 2022, the city’s per-capita operating expenditures moved from $1,332 to $1,372, dipped to $1,266, then rose to $1,392. The city’s own analysis attributed the 2019 increase mainly to public safety costs and the 2022 increase to added public safety staffing, not just population growth. Their conclusion: fluctuations were minimal and the trend stayed stable over the period, despite the up-and-down pattern.

General Fund operating surplus/deficit, as a percentage of net operating revenues: the same city’s data showed 1.3%, 3.4%, 1.2%, 7.3%, and 7.1% across the same five years, a genuine operating surplus every single year, with no warning-level deficit at any point.

Notice what the city’s own commentary emphasizes: a single year’s number rarely tells the full story. The 2019 expenditure jump had a specific, identifiable cause, not just unexplained growth, and the surplus trend needed the full five years to show it was consistently positive, not a one-time result.

How This Applies

When you’re building this kind of trend analysis for your own district, don’t just report the number, report the explanation behind a spike or dip, the way this real example does. A number without context invites the wrong conclusion, especially from a board member seeing it for the first time.