> I.e the aptitude test battery is WORSE than the biodata scale.
You're mistaken, it's the opposite. The first one found that AT-SAT performance was the best measure, with the biodata providing a small enhancement:
> AT-SAT scores accounted for 27% of variance in the criterion measure (β=0.520, adjusted R2=.271,p<.001). Biodata accounted for an additional 2% of the variance in CBPM (β=0.134; adjusted ΔR2=0.016,ΔF=5.040, p<.05).
> In other words, after taking AT-SAT into account, CBAS accounted for just a
bit more of the variance in the criterion measure
Hence, "incremental validity."
> The second citation you offered merely notes that the AT-SAT battery is a better predictor than the older OPM battery, not that is the best.
You're right, and I can't remember which study it was that explicitly said that it was the best measure. I'll post it here if I find it. However, given that each failed applicant costs the FAA hundreds of thousands of dollars, we can safely assume that there was no better measure readily available at the time, or it would have been used instead of the AT-SAT. Currently they use the ATSA instead of the AT-SAT, which is supposed to be a better predictor, and they're planning on replacing the AT-SAT in a year or two; it's an ongoing problem with ongoing research.
> I'd also say at a higher level that both of those papers absolutely reek of non-reproduceability and low N problems that plague social and psychological research. I'm not saying they're wrong. They are just not obviously definitive.
Given the limited number of controllers, this is going to be an issue in any study you find on the topic. You can only pull so many people off the boards to take these tests, so you're never going to have an enormous sample size.
You're mistaken, it's the opposite. The first one found that AT-SAT performance was the best measure, with the biodata providing a small enhancement:
> AT-SAT scores accounted for 27% of variance in the criterion measure (β=0.520, adjusted R2=.271,p<.001). Biodata accounted for an additional 2% of the variance in CBPM (β=0.134; adjusted ΔR2=0.016,ΔF=5.040, p<.05).
> In other words, after taking AT-SAT into account, CBAS accounted for just a bit more of the variance in the criterion measure
Hence, "incremental validity."
> The second citation you offered merely notes that the AT-SAT battery is a better predictor than the older OPM battery, not that is the best.
You're right, and I can't remember which study it was that explicitly said that it was the best measure. I'll post it here if I find it. However, given that each failed applicant costs the FAA hundreds of thousands of dollars, we can safely assume that there was no better measure readily available at the time, or it would have been used instead of the AT-SAT. Currently they use the ATSA instead of the AT-SAT, which is supposed to be a better predictor, and they're planning on replacing the AT-SAT in a year or two; it's an ongoing problem with ongoing research.
> I'd also say at a higher level that both of those papers absolutely reek of non-reproduceability and low N problems that plague social and psychological research. I'm not saying they're wrong. They are just not obviously definitive.
Given the limited number of controllers, this is going to be an issue in any study you find on the topic. You can only pull so many people off the boards to take these tests, so you're never going to have an enormous sample size.