Potential errors and misuse of statistics in studies on leakage in endodontics

Aim To assess the quality of the statistical methodology used in studies of leakage in Endodontics, and to compare the results found using appropriate versus inappropriate inferential statistical methods. Methodology The search strategy used the descriptors ‘root filling’ ‘microleakage’, ‘dye penetr...

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Veröffentlicht in:International endodontic journal 2013-04, Vol.46 (4), p.323-331
Hauptverfasser: Lucena, C., Lopez, J. M., Pulgar, R., Abalos, C., Valderrama, M. J.
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container_end_page 331
container_issue 4
container_start_page 323
container_title International endodontic journal
container_volume 46
creator Lucena, C.
Lopez, J. M.
Pulgar, R.
Abalos, C.
Valderrama, M. J.
description Aim To assess the quality of the statistical methodology used in studies of leakage in Endodontics, and to compare the results found using appropriate versus inappropriate inferential statistical methods. Methodology The search strategy used the descriptors ‘root filling’ ‘microleakage’, ‘dye penetration’, ‘dye leakage’, ‘polymicrobial leakage’ and ‘fluid filtration’ for the time interval 2001–2010 in journals within the categories ‘Dentistry, Oral Surgery and Medicine’ and ‘Materials Science, Biomaterials’ of the Journal Citation Report. All retrieved articles were reviewed to find potential pitfalls in statistical methodology that may be encountered during study design, data management or data analysis. Results The database included 209 papers. In all the studies reviewed, the statistical methods used were appropriate for the category attributed to the outcome variable, but in 41% of the cases, the chi‐square test or parametric methods were inappropriately selected subsequently. In 2% of the papers, no statistical test was used. In 99% of cases, a statistically ‘significant’ or ‘not significant’ effect was reported as a main finding, whilst only 1% also presented an estimation of the magnitude of the effect. When the appropriate statistical methods were applied in the studies with originally inappropriate data analysis, the conclusions changed in 19% of the cases. Conclusions Statistical deficiencies in leakage studies may affect their results and interpretation and might be one of the reasons for the poor agreement amongst the reported findings. Therefore, more effort should be made to standardize statistical methodology.
doi_str_mv 10.1111/j.1365-2591.2012.02118.x
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M. ; Pulgar, R. ; Abalos, C. ; Valderrama, M. J.</creator><creatorcontrib>Lucena, C. ; Lopez, J. M. ; Pulgar, R. ; Abalos, C. ; Valderrama, M. J.</creatorcontrib><description>Aim To assess the quality of the statistical methodology used in studies of leakage in Endodontics, and to compare the results found using appropriate versus inappropriate inferential statistical methods. Methodology The search strategy used the descriptors ‘root filling’ ‘microleakage’, ‘dye penetration’, ‘dye leakage’, ‘polymicrobial leakage’ and ‘fluid filtration’ for the time interval 2001–2010 in journals within the categories ‘Dentistry, Oral Surgery and Medicine’ and ‘Materials Science, Biomaterials’ of the Journal Citation Report. All retrieved articles were reviewed to find potential pitfalls in statistical methodology that may be encountered during study design, data management or data analysis. Results The database included 209 papers. In all the studies reviewed, the statistical methods used were appropriate for the category attributed to the outcome variable, but in 41% of the cases, the chi‐square test or parametric methods were inappropriately selected subsequently. In 2% of the papers, no statistical test was used. In 99% of cases, a statistically ‘significant’ or ‘not significant’ effect was reported as a main finding, whilst only 1% also presented an estimation of the magnitude of the effect. When the appropriate statistical methods were applied in the studies with originally inappropriate data analysis, the conclusions changed in 19% of the cases. Conclusions Statistical deficiencies in leakage studies may affect their results and interpretation and might be one of the reasons for the poor agreement amongst the reported findings. 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M.</creatorcontrib><creatorcontrib>Pulgar, R.</creatorcontrib><creatorcontrib>Abalos, C.</creatorcontrib><creatorcontrib>Valderrama, M. J.</creatorcontrib><title>Potential errors and misuse of statistics in studies on leakage in endodontics</title><title>International endodontic journal</title><addtitle>Int Endod J</addtitle><description>Aim To assess the quality of the statistical methodology used in studies of leakage in Endodontics, and to compare the results found using appropriate versus inappropriate inferential statistical methods. Methodology The search strategy used the descriptors ‘root filling’ ‘microleakage’, ‘dye penetration’, ‘dye leakage’, ‘polymicrobial leakage’ and ‘fluid filtration’ for the time interval 2001–2010 in journals within the categories ‘Dentistry, Oral Surgery and Medicine’ and ‘Materials Science, Biomaterials’ of the Journal Citation Report. All retrieved articles were reviewed to find potential pitfalls in statistical methodology that may be encountered during study design, data management or data analysis. Results The database included 209 papers. In all the studies reviewed, the statistical methods used were appropriate for the category attributed to the outcome variable, but in 41% of the cases, the chi‐square test or parametric methods were inappropriately selected subsequently. In 2% of the papers, no statistical test was used. In 99% of cases, a statistically ‘significant’ or ‘not significant’ effect was reported as a main finding, whilst only 1% also presented an estimation of the magnitude of the effect. When the appropriate statistical methods were applied in the studies with originally inappropriate data analysis, the conclusions changed in 19% of the cases. Conclusions Statistical deficiencies in leakage studies may affect their results and interpretation and might be one of the reasons for the poor agreement amongst the reported findings. Therefore, more effort should be made to standardize statistical methodology.</description><subject>confidence intervals</subject><subject>Data Interpretation, Statistical</subject><subject>Dental Leakage</subject><subject>Dentistry</subject><subject>endodontics</subject><subject>Endodontics - standards</subject><subject>Humans</subject><subject>leakage</subject><subject>Research Design - standards</subject><subject>Research Report - standards</subject><subject>statistical bias</subject><subject>Statistics as Topic - standards</subject><issn>0143-2885</issn><issn>1365-2591</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkE9v2yAYh9G0aU27fYWJYy92-WMMPuywWmmSqsqqalV3QxheT04ck4Gtpd9-dtPmXC4vvDy_F_QghClJ6biuNinluUiYKGjKCGUpYZSq9PABzU4XH9GM0IwnTClxhs5j3BBCBOH0MzpjrBCK5GqG1ve-h65vTIshBB8iNp3DuyYOEbCvcexN38S-sRE33XgaXAMR-w63YLbmD0xd6Jx3vpugL-hTbdoIX1_rBXq8mf8ql8ndz8Wq_HGXWMG4SrhTlhkobO0KVhBXS2uKihjOJKgsL1jFuXQ2z2qRgyCE5lJmlXOSyMwWsuIX6PI4dx_83wFir8cvW2hb04EfoqacipwpKeSIqiNqg48xQK33odmZ8Kwp0ZNNvdGTND1J05NN_WJTH8bot9dXhmoH7hR80zcC34_Av6aF53cP1qv57bQb88kxPyqGwylvwlbnkkuhn9YLvfxdluX1-kEv-X-XapJY</recordid><startdate>201304</startdate><enddate>201304</enddate><creator>Lucena, C.</creator><creator>Lopez, J. 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J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5238-3d8c2ae9cfd9290df7ca9b0a327e84692b337dc64f56e50016774bdd7074c97b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>confidence intervals</topic><topic>Data Interpretation, Statistical</topic><topic>Dental Leakage</topic><topic>Dentistry</topic><topic>endodontics</topic><topic>Endodontics - standards</topic><topic>Humans</topic><topic>leakage</topic><topic>Research Design - standards</topic><topic>Research Report - standards</topic><topic>statistical bias</topic><topic>Statistics as Topic - standards</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lucena, C.</creatorcontrib><creatorcontrib>Lopez, J. M.</creatorcontrib><creatorcontrib>Pulgar, R.</creatorcontrib><creatorcontrib>Abalos, C.</creatorcontrib><creatorcontrib>Valderrama, M. J.</creatorcontrib><collection>Istex</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>International endodontic journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Lucena, C.</au><au>Lopez, J. M.</au><au>Pulgar, R.</au><au>Abalos, C.</au><au>Valderrama, M. J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Potential errors and misuse of statistics in studies on leakage in endodontics</atitle><jtitle>International endodontic journal</jtitle><addtitle>Int Endod J</addtitle><date>2013-04</date><risdate>2013</risdate><volume>46</volume><issue>4</issue><spage>323</spage><epage>331</epage><pages>323-331</pages><issn>0143-2885</issn><eissn>1365-2591</eissn><abstract>Aim To assess the quality of the statistical methodology used in studies of leakage in Endodontics, and to compare the results found using appropriate versus inappropriate inferential statistical methods. Methodology The search strategy used the descriptors ‘root filling’ ‘microleakage’, ‘dye penetration’, ‘dye leakage’, ‘polymicrobial leakage’ and ‘fluid filtration’ for the time interval 2001–2010 in journals within the categories ‘Dentistry, Oral Surgery and Medicine’ and ‘Materials Science, Biomaterials’ of the Journal Citation Report. All retrieved articles were reviewed to find potential pitfalls in statistical methodology that may be encountered during study design, data management or data analysis. Results The database included 209 papers. In all the studies reviewed, the statistical methods used were appropriate for the category attributed to the outcome variable, but in 41% of the cases, the chi‐square test or parametric methods were inappropriately selected subsequently. In 2% of the papers, no statistical test was used. In 99% of cases, a statistically ‘significant’ or ‘not significant’ effect was reported as a main finding, whilst only 1% also presented an estimation of the magnitude of the effect. When the appropriate statistical methods were applied in the studies with originally inappropriate data analysis, the conclusions changed in 19% of the cases. Conclusions Statistical deficiencies in leakage studies may affect their results and interpretation and might be one of the reasons for the poor agreement amongst the reported findings. Therefore, more effort should be made to standardize statistical methodology.</abstract><cop>England</cop><pub>Blackwell Publishing Ltd</pub><pmid>22958068</pmid><doi>10.1111/j.1365-2591.2012.02118.x</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record>
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source MEDLINE; Wiley Online Library Journals Frontfile Complete
subjects confidence intervals
Data Interpretation, Statistical
Dental Leakage
Dentistry
endodontics
Endodontics - standards
Humans
leakage
Research Design - standards
Research Report - standards
statistical bias
Statistics as Topic - standards
title Potential errors and misuse of statistics in studies on leakage in endodontics
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