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Media Coverage of Antioxidant Study - Lies, Damned Lies and Statistics!
A rigorous assessment of the methodology of the original meta-analysis of vitamins by Bjelakovic et al; was carried out by Dr. Steve Hickey, Dr. Len Noriegai and Dr. Hilary Roberts (academics at Staffordshire University and Manchester Metropolitan University). This assessment uncovered the meta-analysis as being nothing more than basically lies, dammed lies and statistics!
Some of the main points made by Drs. Hickey, Noriegai and Roberts are listed below.
- The statistics were inappropriately applied to poorly selected data, thus the conclusions are invalid.
- Experimenter bias was compounded by a basic misuse of statistical testing.
- Of the initial studies, 14,910 (93%) were discarded, with only a brief explanation of the exclusion criteria.
- 747 (92%) of the 815 were rejected, for example, because no subject died during the experiment. The remaining 68 studies were included in the analysis.
- The large number of studies by Bjelakovic himself raises concerns in respect of objectivity, as the probability of trials being selected for inclusion in a meta-analysis can be influenced by knowledge of their results, leading to inclusion bias.
- A critical failing of the Bjelakovic paper is the absence of detail on the number of statistical tests performed on the data.
- The fact that this many tests were carried out on just one of the supplements (vitamin A) investigated suggests the results of the study are unreliable. Conventionally, a single statistical test has a 1 in 20 probability of being significant by chance alone. With 100 such tests, we would therefore expect five 'significant' results, just by chance.
- Media reports gave the impression that scientific evidence suggests vitamins may be harmful. In fact, no evidence has been provided to this effect. The statistics provided were insufficient to support a claim that vitamin supplements will increase mortality. Moreover, the results cannot validly be generalised to a relatively healthy general population
- Bjelakovic's meta-analysis has little biological meaning, because of the large number of ill-defined substances that have been grouped together. The meta-analysis includes a diverse range of doses of the individual supplements, with no concern for the expected physiological effects.
- The authors, by not controlling for experimenter bias, have produced a paper that might simply reflect their own personal bias.
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