Reports · Promotional Measurement

Channel carryover in specialty brands: the half-lives, and the method

Fitted carryover across a set of anonymised specialty brands, with the estimation approach stated in full.

Promotional measurement practice · 12 min read ·

Two emails a month. A call every six weeks. One congress touch per cycle. Those numbers usually come from a planning document written by someone who has since moved on, and they have rarely been revisited against response data.

Method, stated up front

Geometric carryover fitted per channel across anonymised specialty brands, with a Hill response shape and ridge regularisation. Recent periods held back on a rolling origin. Where two channels flighted together closely enough that their coefficients could not be separated, they are reported jointly.

What separates

Fit carryover per channel and the half-lives pull apart immediately. Personal promotion frequently carries for several weeks. Approved email often spends out inside one. Peer programmes carry longest and tend to be the most under-flighted relative to how long their effect persists.

What that implies
Over-servedOne channel still firing after its effect has decayed
Under-servedAnother going quiet while its effect is still running
No new budgetChanging the interval costs nothing to trial

A test worth running

One region, twelve weeks
1
Stretch the longest half-life by half

Take the channel that carries longest and widen its interval in one matched region.

2
Move the saving to the shortest

Put it into the channel that spends out fastest, in the same region.

3
Hold a matched region flat

Read both at twelve weeks. Earlier reads are mostly noise and can talk you out of a correct decision.

4
Report a range

One region gives a direction. A point estimate implies more precision than a single region supports.

Worth stating: these are fitted values across a sample, not constants. Your own carryover depends on customer mix, competitive position and how consistently the channel was actually executed. Use these as a starting prior and fit your own.

Promotional measurement practicePrecisionNeXT