[Pseudoreplication in ecological research: the problem overlooked by Russian scientists] - PubMed
Review
. 2003 Jul-Aug;64(4):292-307.
[Article in Russian]
Affiliations
- PMID: 14524226
Review
[Pseudoreplication in ecological research: the problem overlooked by Russian scientists]
[Article in Russian]
M V Kozlov. Zh Obshch Biol. 2003 Jul-Aug.
Abstract
The use of differential statistics to test for treatment effect with data from experiments where either treatments were not replicated (though samples may be) or replicates are not statistically independent leads to serious methodological problem. This problem, discovered by Hurbert (1984), is called pseudoreplication. Due to unknown reasons, pseudoreplication issue was completely overlooked by the Russian ecologists, in spite of the fact that the international scientific community is aware of pseudoreplication for almost twenty years. As the result, up to 47% of the experimental ecological papers, published in six Russian academic journals (Botanicheskij zhurnal, Ekologia, Izvestija RAN Ser. Biol., Lesovedenie, Zhurnal Obshchei Biologii, Zooligicheskij zhurnal) in 1998-2001, are pseudoreplicated; this proportion is nearly twice as high as the proportion of pseudoreplicated studies in international journals during 1960-1980, e.g. before the problem was discovered by Hurlbert (1984). This situation is alarming, especially because a substantial part of pseudoreplication arise from incorrect use of statistics, not from incorrect designing of experiments. By using several examples from the recent papers of Russian ecologists I shortly review the situations where pseudoreplication may occur and discuss some aspects of the experimental design, which are critical for correct processing and interpretation of ecological data.
Comment in
-
[On methodological aspects of ecological experiments (comments on M. V. Kozlov publication)].
Tatarnikov DV. Tatarnikov DV. Zh Obshch Biol. 2005 Jan-Feb;66(1):90-3. Zh Obshch Biol. 2005. PMID: 15810678 Russian.
Similar articles
-
Pseudoreplication is a pseudoproblem.
Schank JC, Koehnle TJ. Schank JC, et al. J Comp Psychol. 2009 Nov;123(4):421-33. doi: 10.1037/a0013579. J Comp Psychol. 2009. PMID: 19929110
-
Davies GM, Gray A. Davies GM, et al. Ecol Evol. 2015 Oct 26;5(22):5295-5304. doi: 10.1002/ece3.1782. eCollection 2015 Nov. Ecol Evol. 2015. PMID: 30151132 Free PMC article.
-
Kozlov MV, Hurlbert SH. Kozlov MV, et al. Zh Obshch Biol. 2006 Mar-Apr;67(2):145-52. Zh Obshch Biol. 2006. PMID: 16756109 Russian.
-
Assessing the impact of climate variation on survival in vertebrate populations.
Grosbois V, Gimenez O, Gaillard JM, Pradel R, Barbraud C, Clobert J, Møller AP, Weimerskirch H. Grosbois V, et al. Biol Rev Camb Philos Soc. 2008 Aug;83(3):357-99. doi: 10.1111/j.1469-185X.2008.00047.x. Biol Rev Camb Philos Soc. 2008. PMID: 18715402 Review.
-
[The problem of continuum versus discreteness in current ecology].
Mirkin BM. Mirkin BM. Zh Obshch Biol. 2005 Nov-Dec;66(6):522-6. Zh Obshch Biol. 2005. PMID: 16405195 Review. Russian.
Cited by
-
Quantifying research waste in ecology.
Purgar M, Klanjscek T, Culina A. Purgar M, et al. Nat Ecol Evol. 2022 Sep;6(9):1390-1397. doi: 10.1038/s41559-022-01820-0. Epub 2022 Jul 21. Nat Ecol Evol. 2022. PMID: 35864230 Review.
-
"Hollows" in the spatial distribution of earthworms in a meadow steppe.
Pokarzhevskii AD, Gongalsky KB, Zaitseva AS, Belyakova OI, Savin FA. Pokarzhevskii AD, et al. Dokl Biol Sci. 2006 May-Jun;408:229-32. doi: 10.1134/s0012496606030082. Dokl Biol Sci. 2006. PMID: 16909986 No abstract available.
-
The problem of pseudoreplication in neuroscientific studies: is it affecting your analysis?
Lazic SE. Lazic SE. BMC Neurosci. 2010 Jan 14;11:5. doi: 10.1186/1471-2202-11-5. BMC Neurosci. 2010. PMID: 20074371 Free PMC article.
Publication types
MeSH terms
LinkOut - more resources
Medical
Research Materials
Miscellaneous