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Kang, Seo, Oh, and Lim: Assessment of statistical errors of articles published in the Journal of the Korean Academy of Prosthodontics: 2006 - 2010

Abstract

Purpose

Use of inappropriate statistical methods may lead to incorrect conclusions and a waste of valuable resources. The goal of this study was to assess the frequency and the types of several common statistical errors in the published articles of the Journal of the Korean Academy of Prosthodontics (JKAP) for a 5-year period.

Materials and methods

Of 336 articles in the JKAP published from 2006 to 2010, 255 articles using statistics were reviewed and classified by statistical method and year. The frequency and types of the statistical methods were examined, and the statistical errors were evaluated by the appropriateness of the experimental design, assumption check, independent outcomes, proper sample size and suitable use of statistical method. Statistical guidelines were completed based on the appropriateness.

Results

Of the 255 articles using statistics, 193 articles (75.9%) used inferential statistics and 153 articles used SPSS statistical software (60.0%). Of the articles using inferential statistics, the three most frequently used statistical methods were ANOVA (41.5%), t-test (20.0%), and the nonparametric method (16.9%). The average rate of statistical errors was 61.2 percent, similar to the rate reported by several studies completed for the medical journal.

Conclusion

After the whole analysis of the difference among the groups, post-hoc tests for the pairwise comparisons are required. The optimal sample size calculation is an essential part of this study protocol. To minimize the occurrence of statistical errors, statistical guidelines were developed according to each statistical test procedure and will contribute to the academic improvement in the JKAP.

Figures and Tables

Fig. 1
A: 2 × 4 experiment design, B: 2 × 4 dependent experiment design, C: 2 × 2 × 3 experiment design.
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Table 1
Frequency of descriptive and inferential statistics in the Journal of Korean Academy of Prosthodontics by year (%)
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Table 2
Frequency of the statistical software in the Journal of Korean Academy of Prosthodontics by year (%)
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Table 3
Frequency of the use of statistical methods in the Journal of Korean Academy of Prosthodontics by year (%)
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1. Used total of each method/Used total of all methods, 2. Misused total/Used total according to each method.

Table 4
Frequency of the misused Independent t-test and suggested suitable techniques
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Table 5
Frequency of the misused Paired t-test and suggested suitable technique
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Table 6
Frequency of the misused ANOVA and suggested suitable technique
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Table 7
Frequency of the misused Mann-Whitney test and suggested suitable technique
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Table 8
Frequency of the misused Kruskal-Wallis test and suggested suitable technique
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Table 9
Frequency of the misused Wilcoxon signed rank test and suggested suitable technique
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References

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