Sliding dichotomy compared with fixed dichotomization of ordinal outcome scales in subarachnoid hemorrhage trials
In randomized clinical trials of subarachnoid hemorrhage (SAH) in which the primary clinical outcomes are ordinal, it has been common practice to dichotomize the ordinal outcome scale into favorable versus unfavorable outcome. Using this strategy may increase sample sizes by reducing statistical pow...
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description | In randomized clinical trials of subarachnoid hemorrhage (SAH) in which the primary clinical outcomes are ordinal, it has been common practice to dichotomize the ordinal outcome scale into favorable versus unfavorable outcome. Using this strategy may increase sample sizes by reducing statistical power. Authors of the present study used SAH clinical trial data to determine if a sliding dichotomy would improve statistical power.
Available individual patient data from tirilazad (3552 patients), clazosentan (the Clazosentan to Overcome Neurological Ischemia and Infarction Occurring After Subarachnoid Hemorrhage trial [CONSCIOUS-1], 413 patients), and subarachnoid aneurysm trials (the International Subarachnoid Aneurysm Trial [ISAT], 2089 patients) were analyzed. Treatment effect sizes were examined using conventional fixed dichotomy, sliding dichotomy (logical or median split methods), or proportional odds modeling. Whether sliding dichotomy affected the difference in outcomes between the several age and neurological grade groups was also evaluated.
In the tirilazad data, there was no significant effect of treatment on outcome (fixed dichotomy: OR = 0.92, 95% CI 0.80-1.07; and sliding dichotomy: OR = 1.02, 95% CI 0.87-1.19). Sliding dichotomy reversed and increased the difference in outcome in favor of the placebo over clazosentan (fixed dichotomy: OR = 1.06, 95% CI 0.65-1.74; and sliding dichotomy: OR = 0.85, 95% CI 0.52-1.39). In the ISAT data, sliding dichotomy produced identical odds ratios compared with fixed dichotomy (fixed dichotomy vs sliding dichotomy, respectively: OR = 0.67, 95% CI 0.55-0.82 vs OR = 0.67, 95% CI 0.53-0.85). When considering the tirilazad and CONSCIOUS-1 groups based on age or World Federation of Neurosurgical Societies grade, no consistent effects of sliding dichotomy compared with fixed dichotomy were observed.
There were differences among fixed dichotomy, sliding dichotomy, and proportional odds models in the magnitude and precision of odds ratios, but these differences were not as substantial as those seen when these methods were used in other conditions such as head injury. This finding suggests the need for different outcome scales for SAH. |
doi_str_mv | 10.3171/2012.9.JNS111383 |
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Available individual patient data from tirilazad (3552 patients), clazosentan (the Clazosentan to Overcome Neurological Ischemia and Infarction Occurring After Subarachnoid Hemorrhage trial [CONSCIOUS-1], 413 patients), and subarachnoid aneurysm trials (the International Subarachnoid Aneurysm Trial [ISAT], 2089 patients) were analyzed. Treatment effect sizes were examined using conventional fixed dichotomy, sliding dichotomy (logical or median split methods), or proportional odds modeling. Whether sliding dichotomy affected the difference in outcomes between the several age and neurological grade groups was also evaluated.
In the tirilazad data, there was no significant effect of treatment on outcome (fixed dichotomy: OR = 0.92, 95% CI 0.80-1.07; and sliding dichotomy: OR = 1.02, 95% CI 0.87-1.19). Sliding dichotomy reversed and increased the difference in outcome in favor of the placebo over clazosentan (fixed dichotomy: OR = 1.06, 95% CI 0.65-1.74; and sliding dichotomy: OR = 0.85, 95% CI 0.52-1.39). In the ISAT data, sliding dichotomy produced identical odds ratios compared with fixed dichotomy (fixed dichotomy vs sliding dichotomy, respectively: OR = 0.67, 95% CI 0.55-0.82 vs OR = 0.67, 95% CI 0.53-0.85). When considering the tirilazad and CONSCIOUS-1 groups based on age or World Federation of Neurosurgical Societies grade, no consistent effects of sliding dichotomy compared with fixed dichotomy were observed.
There were differences among fixed dichotomy, sliding dichotomy, and proportional odds models in the magnitude and precision of odds ratios, but these differences were not as substantial as those seen when these methods were used in other conditions such as head injury. This finding suggests the need for different outcome scales for SAH.</description><identifier>EISSN: 1933-0693</identifier><identifier>DOI: 10.3171/2012.9.JNS111383</identifier><identifier>PMID: 23039145</identifier><language>eng</language><publisher>United States</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Female ; Humans ; Male ; Middle Aged ; Neuroprotective Agents - therapeutic use ; Pregnatrienes - therapeutic use ; Randomized Controlled Trials as Topic - statistics & numerical data ; Statistics as Topic - methods ; Subarachnoid Hemorrhage - drug therapy ; Subarachnoid Hemorrhage - surgery ; Subarachnoid Hemorrhage - therapy ; Treatment Outcome ; Vasospasm, Intracranial - drug therapy ; Vasospasm, Intracranial - surgery ; Vasospasm, Intracranial - therapy</subject><ispartof>Journal of neurosurgery, 2013-01, Vol.118 (1), p.3-12</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c1453-b571e363e851464fdfccaa91e942166f1dd0b36ff237c0099c1f0e01bf60075d3</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>315,781,785,27929,27930</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/23039145$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Ilodigwe, Don</creatorcontrib><creatorcontrib>Murray, Gordon D</creatorcontrib><creatorcontrib>Kassell, Neal F</creatorcontrib><creatorcontrib>Torner, James</creatorcontrib><creatorcontrib>Kerr, Richard S C</creatorcontrib><creatorcontrib>Molyneux, Andrew J</creatorcontrib><creatorcontrib>Macdonald, R Loch</creatorcontrib><title>Sliding dichotomy compared with fixed dichotomization of ordinal outcome scales in subarachnoid hemorrhage trials</title><title>Journal of neurosurgery</title><addtitle>J Neurosurg</addtitle><description>In randomized clinical trials of subarachnoid hemorrhage (SAH) in which the primary clinical outcomes are ordinal, it has been common practice to dichotomize the ordinal outcome scale into favorable versus unfavorable outcome. Using this strategy may increase sample sizes by reducing statistical power. Authors of the present study used SAH clinical trial data to determine if a sliding dichotomy would improve statistical power.
Available individual patient data from tirilazad (3552 patients), clazosentan (the Clazosentan to Overcome Neurological Ischemia and Infarction Occurring After Subarachnoid Hemorrhage trial [CONSCIOUS-1], 413 patients), and subarachnoid aneurysm trials (the International Subarachnoid Aneurysm Trial [ISAT], 2089 patients) were analyzed. Treatment effect sizes were examined using conventional fixed dichotomy, sliding dichotomy (logical or median split methods), or proportional odds modeling. Whether sliding dichotomy affected the difference in outcomes between the several age and neurological grade groups was also evaluated.
In the tirilazad data, there was no significant effect of treatment on outcome (fixed dichotomy: OR = 0.92, 95% CI 0.80-1.07; and sliding dichotomy: OR = 1.02, 95% CI 0.87-1.19). Sliding dichotomy reversed and increased the difference in outcome in favor of the placebo over clazosentan (fixed dichotomy: OR = 1.06, 95% CI 0.65-1.74; and sliding dichotomy: OR = 0.85, 95% CI 0.52-1.39). In the ISAT data, sliding dichotomy produced identical odds ratios compared with fixed dichotomy (fixed dichotomy vs sliding dichotomy, respectively: OR = 0.67, 95% CI 0.55-0.82 vs OR = 0.67, 95% CI 0.53-0.85). When considering the tirilazad and CONSCIOUS-1 groups based on age or World Federation of Neurosurgical Societies grade, no consistent effects of sliding dichotomy compared with fixed dichotomy were observed.
There were differences among fixed dichotomy, sliding dichotomy, and proportional odds models in the magnitude and precision of odds ratios, but these differences were not as substantial as those seen when these methods were used in other conditions such as head injury. This finding suggests the need for different outcome scales for SAH.</description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Female</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Neuroprotective Agents - therapeutic use</subject><subject>Pregnatrienes - therapeutic use</subject><subject>Randomized Controlled Trials as Topic - statistics & numerical data</subject><subject>Statistics as Topic - methods</subject><subject>Subarachnoid Hemorrhage - drug therapy</subject><subject>Subarachnoid Hemorrhage - surgery</subject><subject>Subarachnoid Hemorrhage - therapy</subject><subject>Treatment Outcome</subject><subject>Vasospasm, Intracranial - drug therapy</subject><subject>Vasospasm, Intracranial - surgery</subject><subject>Vasospasm, Intracranial - therapy</subject><issn>1933-0693</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNo1UDtPwzAYtJAQLYWdCXlkSfGXL3HqEVVQQBUMhTly_GiMkri1E0H59USine6ke-h0hNwAmyMUcJ8ySOdi_vq2AQBc4BmZgkBMGBc4IZcxfjEGPOPpBZmkyFBAlk_JftM47bot1U7VvvftgSrf7mQwmn67vqbW_Yz0pLpf2TvfUW-pD2NONtQP_ZgwNCrZmEhdR-NQySBV3XmnaW1aH0Itt4b2wckmXpFzO4K5PuKMfD49fiyfk_X76mX5sE7UOAyTKi_AIEezyCHjmdVWKSkFGJGlwLkFrVmF3NoUC8WYEAosMwwqyxkrco0zcvffuwt-P5jYl62LyjSN7IwfYglpgYAALButt0frULVGl7vgWhkO5ekm_AN0o2oJ</recordid><startdate>201301</startdate><enddate>201301</enddate><creator>Ilodigwe, Don</creator><creator>Murray, Gordon D</creator><creator>Kassell, Neal F</creator><creator>Torner, James</creator><creator>Kerr, Richard S C</creator><creator>Molyneux, Andrew J</creator><creator>Macdonald, R Loch</creator><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>7X8</scope></search><sort><creationdate>201301</creationdate><title>Sliding dichotomy compared with fixed dichotomization of ordinal outcome scales in subarachnoid hemorrhage trials</title><author>Ilodigwe, Don ; Murray, Gordon D ; Kassell, Neal F ; Torner, James ; Kerr, Richard S C ; Molyneux, Andrew J ; Macdonald, R Loch</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1453-b571e363e851464fdfccaa91e942166f1dd0b36ff237c0099c1f0e01bf60075d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Female</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Neuroprotective Agents - therapeutic use</topic><topic>Pregnatrienes - therapeutic use</topic><topic>Randomized Controlled Trials as Topic - statistics & numerical data</topic><topic>Statistics as Topic - methods</topic><topic>Subarachnoid Hemorrhage - drug therapy</topic><topic>Subarachnoid Hemorrhage - surgery</topic><topic>Subarachnoid Hemorrhage - therapy</topic><topic>Treatment Outcome</topic><topic>Vasospasm, Intracranial - drug therapy</topic><topic>Vasospasm, Intracranial - surgery</topic><topic>Vasospasm, Intracranial - therapy</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ilodigwe, Don</creatorcontrib><creatorcontrib>Murray, Gordon D</creatorcontrib><creatorcontrib>Kassell, Neal F</creatorcontrib><creatorcontrib>Torner, James</creatorcontrib><creatorcontrib>Kerr, Richard S C</creatorcontrib><creatorcontrib>Molyneux, Andrew J</creatorcontrib><creatorcontrib>Macdonald, R Loch</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>MEDLINE - Academic</collection><jtitle>Journal of neurosurgery</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ilodigwe, Don</au><au>Murray, Gordon D</au><au>Kassell, Neal F</au><au>Torner, James</au><au>Kerr, Richard S C</au><au>Molyneux, Andrew J</au><au>Macdonald, R Loch</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Sliding dichotomy compared with fixed dichotomization of ordinal outcome scales in subarachnoid hemorrhage trials</atitle><jtitle>Journal of neurosurgery</jtitle><addtitle>J Neurosurg</addtitle><date>2013-01</date><risdate>2013</risdate><volume>118</volume><issue>1</issue><spage>3</spage><epage>12</epage><pages>3-12</pages><eissn>1933-0693</eissn><abstract>In randomized clinical trials of subarachnoid hemorrhage (SAH) in which the primary clinical outcomes are ordinal, it has been common practice to dichotomize the ordinal outcome scale into favorable versus unfavorable outcome. Using this strategy may increase sample sizes by reducing statistical power. Authors of the present study used SAH clinical trial data to determine if a sliding dichotomy would improve statistical power.
Available individual patient data from tirilazad (3552 patients), clazosentan (the Clazosentan to Overcome Neurological Ischemia and Infarction Occurring After Subarachnoid Hemorrhage trial [CONSCIOUS-1], 413 patients), and subarachnoid aneurysm trials (the International Subarachnoid Aneurysm Trial [ISAT], 2089 patients) were analyzed. Treatment effect sizes were examined using conventional fixed dichotomy, sliding dichotomy (logical or median split methods), or proportional odds modeling. Whether sliding dichotomy affected the difference in outcomes between the several age and neurological grade groups was also evaluated.
In the tirilazad data, there was no significant effect of treatment on outcome (fixed dichotomy: OR = 0.92, 95% CI 0.80-1.07; and sliding dichotomy: OR = 1.02, 95% CI 0.87-1.19). Sliding dichotomy reversed and increased the difference in outcome in favor of the placebo over clazosentan (fixed dichotomy: OR = 1.06, 95% CI 0.65-1.74; and sliding dichotomy: OR = 0.85, 95% CI 0.52-1.39). In the ISAT data, sliding dichotomy produced identical odds ratios compared with fixed dichotomy (fixed dichotomy vs sliding dichotomy, respectively: OR = 0.67, 95% CI 0.55-0.82 vs OR = 0.67, 95% CI 0.53-0.85). When considering the tirilazad and CONSCIOUS-1 groups based on age or World Federation of Neurosurgical Societies grade, no consistent effects of sliding dichotomy compared with fixed dichotomy were observed.
There were differences among fixed dichotomy, sliding dichotomy, and proportional odds models in the magnitude and precision of odds ratios, but these differences were not as substantial as those seen when these methods were used in other conditions such as head injury. This finding suggests the need for different outcome scales for SAH.</abstract><cop>United States</cop><pmid>23039145</pmid><doi>10.3171/2012.9.JNS111383</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Aged Aged, 80 and over Female Humans Male Middle Aged Neuroprotective Agents - therapeutic use Pregnatrienes - therapeutic use Randomized Controlled Trials as Topic - statistics & numerical data Statistics as Topic - methods Subarachnoid Hemorrhage - drug therapy Subarachnoid Hemorrhage - surgery Subarachnoid Hemorrhage - therapy Treatment Outcome Vasospasm, Intracranial - drug therapy Vasospasm, Intracranial - surgery Vasospasm, Intracranial - therapy |
title | Sliding dichotomy compared with fixed dichotomization of ordinal outcome scales in subarachnoid hemorrhage trials |
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