Current law against three alternatives, tested on the same five years of published
TABOR results. One of the four beats current law on both growth and stability — which is
rare, and worth understanding before picking.
Option 1 · baseline
Current law
Population + Denver CPI
growth = population + Denver-Aurora-Lakewood CPI
5-yr average4.78%
Volatility (σ)2.23
Range2.20 – 8.50%
The status quo. Indexed to a consumer basket rather than what government
buys, and the reason every other option exists.
Option 2
Barely differs
BEA state & local IPD, floored at 0%
growth = population + max(0, BEA S&L deflator)
5-yr average4.87%
Volatility (σ)2.59
Range2.65 – 8.66%
Conceptually the right index — built from actual government spending. But
over these five years it produced almost exactly the same result as current law, and was
worse in two of them.
Option 3
Strongest, least stable
Greater of current law OR real personal income + deflator
growth = max( population + CPI, real personal income + deflator)
5-yr average8.65%
Volatility (σ)3.19
Range5.90 – 14.81%
Using real income fixes the double-counted-inflation flaw. The
"greater of" means it can never fall below current law. But it spikes to 14.81% in one year.
Option 4 · Connecticut
Dominates on both axes
Population + greater of 5-yr average personal income or CPI
growth = population + max(5-yr avg personal income, CPI)
5-yr average7.30%
Volatility (σ)1.16
Range5.55 – 8.50%
Higher average growth than current law and half the volatility. The
five-year averaging is what does it. Modeled on Connecticut General Statutes §2-33a.
The result worth leading with. Options usually trade growth against
stability — more of one costs you the other. Option 4 does not. It delivers a 7.30% average
against current law's 4.78% while cutting volatility from σ 2.23 to σ 1.16, the lowest of
all four. The mechanism is Connecticut's five-year averaging of personal income: it captures the
higher long-run growth of income while smoothing away the year-to-year swings that make personal
income dangerous as a cap index. It is also, by construction, never lower than current law —
because it takes the greater of income growth or CPI, and current law is population plus CPI.
01The five-year backtest
Each formula run against published TABOR results, FY2020-21 through FY2024-25.
Compounded is the honest test — it is how a constitutional formula actually operates.
Up is faster cap growth; left is more predictable. Upper-left is strictly better.
04What to take from this
Option 2 is the cautionary result. BEA's deflator is conceptually the correct index and
ranks strongest in forward projections using its 3.65% long-run average. Against actual history it
came in at 1.45% and 1.95% in two of these five years — below Denver CPI — and its five-year total
landed within $4M of current law under the static method. A formula is not its average.
Both "greater of" designs are ratchet-proof by construction. Options 3 and 4 can never
produce less growth than current law, because each takes a maximum that includes the current
formula's components. Option 2 has no such floor, and duly underperformed in two years. If nothing
else survives from this comparison, the "greater of" structure should.
Option 3 buys its strength with volatility. An 8.65% average is the highest here, but
σ 3.19 and a 14.81% spike in FY2022-23 make it hard to budget against and easy to attack. Real
personal income is the right correction to the earlier nominal-income proposal, but the year-to-year
swings remain.
Connecticut's smoothing is the transferable idea. Five-year averaging is what turns
personal income from a volatile index into a stable one. It is a drafting technique, not a policy
concession, and it could be applied to any of these options — including the BEA deflator.
Every option reduces refunds, and that is the political cost. Under the compounded test
the five-year reduction in revenue above the cap runs from about $1.3B for Option 2 to $6.8B for
Option 3. Proposition CC asked for roughly $348M a year and lost 46–54. These are larger asks.
Data provenance. Certified growth rates, official revenue and caps are
published TABOR figures; the FY2024-25 cap and 5.9% rate match LCS Table 10B exactly. Population is
derived as certified growth minus lagged Denver CPI and reproduces LCS's published 0.6% for
FY2024-25 within rounding. Personal income and deflator rates are taken from the source memo. Real
personal income is computed as nominal income minus CPI. The five-year personal income averages
require four pre-2019 years that are estimated, not sourced — Option 4's exact figures should be
rebuilt from BEA data before external use, though its low-volatility result is driven by the
averaging mechanism itself and is unlikely to reverse.