In this thread about how polygraphs purportedly revealed that over 80% of atheists really believe in God, skeptigirl had this to say about the validity of polygraphs:
The report's conclusion says:
skeptigirl,
Please present your evidence that polygraphs are able to tell when you lie or not.
Just to dispense with the polygraph discussion, (though I doubt it will, perhaps if not the mods will see fit to split the thread), it doesn't matter if the polygraph is not good enough for court, because the majority of the answers would be correctly determined. Therefore the claim ALL 100 atheists were lying or all the atheists in the above story were lying and really believe in gods would not be entirely discredited on the basis of the polygraph reliability alone.
Here's a very thorough evaluation of polygraph testing. THE POLYGRAPH AND LIE DETECTION; Committee to Review the Scientific Evidence on the Polygraph; Board on Behavioral, Cognitive, and Sensory Sciences; and Committee on National Statistics; Division of Behavioral and Social Sciences and Education; NATIONAL RESEARCH COUNCIL OF THE NATIONAL ACADEMIES and on this page is a graph of results showing
FIGURE 5-1 Sensitivity and false positive rates in 52 laboratory datasets on polygraph validity.
NOTES: Points connected by lines come from the same dataset. The two curves are symmetrical receiver operating characteristic (ROC) curves with accuracy index (A) values of 0.81 and 0.91.
involving naïve examinees untrained in countermeasures: for such examinees and test contexts, the polygraph has an accuracy greater than chance. Random variation and biases in study design are highly implausible explanations for these results, and no formal integrative hypothesis test seems necessary to demonstrate this point.
Second, with few exceptions, the points fall well below the upper left-hand corner of the figure indicative of perfect accuracy. No formal hypothesis test is needed or appropriate to demonstrate that errors are not infrequent in polygraph testing.
The entire report is available at the link.
If a polygraph is wrong 2% or 5% or 10% of the time one can conclude out of 100 answers the truthfulness of 98 or 95 or 90 respectively will be correctly determined to be truthful or not. Since the OP is talking about a polygraph determining that 80 atheists were lying, then were it true, which there is no evidence it is, then the majority of those atheists would indeed be lying.
How the question was phrased would also need to be taken into consideration before drawing the lie-for-Jesus conclusion implied in the urban myth as well.
The report's conclusion says:
We have reviewed the scientific evidence on the polygraph with the goal of assessing its validity for security uses, especially those involving the screening of substantial numbers of government employees. Overall, the evidence is scanty and scientifically weak. Our conclusions are necessarily based on the far from satisfactory body of evidence on polygraph accuracy, as well as basic knowledge about the physiological responses the polygraph measures. We separately present our conclusions about scientific knowledge on the validity of polygraph and other techniques of detecting deception, about policy for employee security screening in the context of the U.S. Department of Energy (DOE) laboratories, and about the future of detection and deterrence of deception, including a recommendation for research.
Source
skeptigirl,
Please present your evidence that polygraphs are able to tell when you lie or not.