A method for combining occurrence and nonoccurrence interobserver agreement scores.
The 1978 weighted IOA formula was a smart patch, but today you have stronger, clearer choices.
01Research in Context
What this study did
Harris et al. (1978) wrote a short math note. They showed a new way to blend two IOA numbers into one.
The new formula gives extra weight to the rarer event. It keeps chance agreement from looking too good.
What they found
The paper gives the formula, not new data. No kids, no graphs, no stats.
The authors say, "Use this when behavior is very common or very rare."
How this fits with other research
Cox et al. (2025) now say the 1978 fix is too narrow. They give eight newer scores like F1 that do the same job and more.
Rolider et al. (2012) ran fake data sets and proved the old worry: high-rate behavior can fool simple IOA. Their tests back up why C et al. bothered.
Jones et al. (1977) had already told writers to show both occurrence and non-occurrence IOA. The 1978 paper just merged those two lines into one number.
Why it matters
If you still use the weighted IOA from 1978, know that better tools exist. Cox et al. (2025) give ready-made Excel code for precision, recall, and F1. Switch when you need clean numbers for grant reviews or court reports. Keep the old formula only if your team has years of files in that format.
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02At a glance
03Original abstract
Various statistics have been proposed as standard methods for calculating and reporting interobserver agreement scores. The advantages and disadvantages of each have been discussed in this journal recently but without resolution. A formula is presented that combines separate measures of occurrence and nonoccurrence percentages of agreement, with weight assigned to each measure, varying according to the observed rate of behavior. This formula, which is a modification of a formula proposed by Clement (1976), appears to reduce distortions due to "chance" agreement encountered with very high or low observed rates of behavior while maintaining the mathematical and conceptual simplicity of the conventional method for calculating occurrence and nonoccurrence agreement.
Journal of applied behavior analysis, 1978 · doi:10.1901/jaba.1978.11-523