{"id":75,"date":"2021-05-22T00:37:52","date_gmt":"2021-05-22T04:37:52","guid":{"rendered":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/?post_type=chapter&#038;p=75"},"modified":"2022-01-12T23:24:02","modified_gmt":"2022-01-13T04:24:02","slug":"non-inferiority-trials-was-the-intervention-compared-to-see-if-it-is-no-worse-than-an-established-therapy","status":"publish","type":"chapter","link":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/chapter\/non-inferiority-trials-was-the-intervention-compared-to-see-if-it-is-no-worse-than-an-established-therapy\/","title":{"raw":"Non-inferiority trials: Was the intervention compared to see if it is \u201cno worse\u201d than an established therapy?","rendered":"Non-inferiority trials: Was the intervention compared to see if it is \u201cno worse\u201d than an established therapy?"},"content":{"raw":"Most commonly trials test for [pb_glossary id=\"1509\"]superiority[\/pb_glossary] i.e. determining whether an intervention is superior to some comparator with respect to the [pb_glossary id=\"1517\"]primary outcome[\/pb_glossary]. Conversely, the objective of a non-inferiority trial is to test whether an intervention is \"not much worse\" than a comparator (usually the current standard of care) with regard to the [pb_glossary id=\"1517\"]primary outcome[\/pb_glossary]. The rationale for a non-inferiority design is that the new treatment offers some benefit other than increased efficacy, such as being safer, more affordable, or more convenient. While the fundamentals of non-inferior trials are similar to that of superiority trials, there are some unique concepts necessary when critically appraising them.\r\n<h2><strong>Non-Inferiority Margins<\/strong><\/h2>\r\nThe non-inferiority margin is closely related to the [pb_glossary id=\"78\"]minimally important difference[\/pb_glossary], which is the smallest difference in the effect on an outcome that would be meaningful to a representative group of patients. The non-inferiority margin is the yardstick by which non-inferiority is defined, and is selected during the design of a non-inferiority trial. If the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> of the difference between the intervention and comparator crosses the non-inferiority margin, the intervention is deemed to <em>not be <\/em>non-inferior to the comparator. For example, consider a non-inferiority margin is a [pb_glossary id=\"109\"]RR[\/pb_glossary] of 1.2 for stroke, and the actual [pb_glossary id=\"109\"]RR[\/pb_glossary] is 0.9 with 95% <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> 0.5 to 1.3. Since the observed upper end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> (1.3) is greater than the non-inferiority margin (&gt;1.2), the conclusion is that the treatment is not non-inferior. If the upper end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> had been 1.1, the conclusion would be that the treatment is non-inferior given that 1.1 &lt; 1.2.\r\n\r\nIntuitively this should be equivalent to the [pb_glossary id=\"78\"]minimally important difference[\/pb_glossary], and ideally this is the case; however, researchers may choose a more \"generous\" non-inferiority margin (i.e. one that allows a difference greater than the [pb_glossary id=\"78\"]minimally important difference[\/pb_glossary] to be considered \"not much worse\").\r\n\r\nSee the graphical depiction of concept below:\r\n\r\n<img class=\"alignnone wp-image-1175 size-full\" src=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-content\/uploads\/sites\/1246\/2021\/07\/NI-Margin-New-New-New.png\" alt=\"\" width=\"929\" height=\"487\" \/>\r\n\r\nPlot 6. Graphical depiction of non-inferiority and related concepts.\r\n<h3 style=\"text-align: left\"><strong>Superiority and inferiority (consider the line of no difference):<\/strong><\/h3>\r\n<ul>\r\n \t<li>The treatment is considered superior when the upper end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> is below the line of no difference (0 in this case).<\/li>\r\n \t<li>The treatment is considered inferior when the lower end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> is above the line of no difference.<\/li>\r\n<\/ul>\r\n<h3 style=\"text-align: left\"><strong>Non-inferiority and not non-inferiority (consider the non-inferiority margin):<\/strong><\/h3>\r\n<ul>\r\n \t<li>The treatment is considered non-inferior when the upper end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> falls to the left of the non-inferiority margin.<\/li>\r\n \t<li>The treatment is considered\u00a0<em>not<\/em> non-inferior when the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> crosses to the right of the non-inferiority margin.<\/li>\r\n<\/ul>\r\nSee <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Mulla SM et al.<\/a> for more information on the questions asked below. See <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Hong J et al.<\/a> for information concerning deficits in non-inferiority trial reporting.\r\n<h1>Checklist Questions<\/h1>\r\n<table class=\"grid\" style=\"border-collapse: collapse;width: 100%;height: 144px\" border=\"0\">\r\n<tbody>\r\n<tr style=\"height: 18px\">\r\n<td style=\"width: 100%;height: 18px\">Is a non-inferiority design justified by some other advantage of the intervention versus the comparator?<\/td>\r\n<\/tr>\r\n<tr>\r\n<td style=\"width: 100%\">Did the trial use a non-inferiority margin based on a [pb_glossary id=\"119\"]relative[\/pb_glossary] or an [pb_glossary id=\"111\"]absolute risk difference[\/pb_glossary]?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 18px\">\r\n<td style=\"width: 100%;height: 18px\">Is the non-inferiority margin well justified based on statistical reasoning and clinical judgment?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 18px\">\r\n<td style=\"width: 100%;height: 18px\">Is the non-inferiority margin strict enough according to your own judgment?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 18px\">\r\n<td style=\"width: 100%;height: 18px\">Was non-inferiority demonstrated in both [pb_glossary id=\"39\"]intention-to-treat (ITT)[\/pb_glossary] and [pb_glossary id=\"138\"]per protocol[\/pb_glossary] analyses?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 18px\">\r\n<td style=\"width: 100%;height: 18px\">Was the comparator appropriate?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 18px\">\r\n<td style=\"width: 100%;height: 18px\">Has the active comparator demonstrated unequivocal [pb_glossary id=\"1509\"]superiority[\/pb_glossary] over placebo in previous trials?<\/td>\r\n<\/tr>\r\n<tr style=\"height: 18px\">\r\n<td style=\"width: 100%;height: 18px\">Was the effect of the comparator in this trial consistent with that of previous trials?<\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>\r\n<h1><span class=\"TextRun SCXW194469093 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW194469093 BCX9\">Is the non-inferiority design justified by some other advantage of the intervention versus the comparator?<\/span><\/span><\/h1>\r\n<span class=\"TextRun SCXW194469093 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW194469093 BCX9\">If the intervention is non-inferior but not [pb_glossary id=\"1509\"]superior[\/pb_glossary], it should have another meaningful advantage that justifies considering it for your patients. Consider and quantify:<\/span><\/span>\r\n<div style=\"font-weight: 400\">\r\n<ul>\r\n \t<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"11\" data-aria-posinset=\"1\" data-aria-level=\"1\">Fewer, less frequent, or less-severe adverse effects<\/li>\r\n \t<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"11\" data-aria-posinset=\"2\" data-aria-level=\"1\">Fewer drug interactions<\/li>\r\n \t<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"11\" data-aria-posinset=\"3\" data-aria-level=\"1\">Easier\u00a0to take<\/li>\r\n \t<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"11\" data-aria-posinset=\"4\" data-aria-level=\"1\">Less intensive or less invasive monitoring required<\/li>\r\n \t<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"11\" data-aria-posinset=\"5\" data-aria-level=\"1\">Lower cost<\/li>\r\n<\/ul>\r\nNote: The advantage of the non-inferior intervention should not be included in the [pb_glossary id=\"1517\"]primary outcome[\/pb_glossary] being tested for <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix-ii-non-inferiority-trial-introduction\/\" target=\"_blank\" rel=\"noopener\">non-inferiority<\/a>. This [pb_glossary id=\"193\"]biases[\/pb_glossary] the results in favor of the new intervention.\r\n<div class=\"textbox shaded\">\r\n\r\n<em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">E.g. I<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun CommentStart SCXW54932048 BCX9\">n PRAGUE-17 (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Osmancik P et al.<\/a>), a [pb_glossary id=\"704\"]RCT[\/pb_glossary] comparing percutaneous left atrial appendage occlusion (LAAO) with direct-acting oral anticoagulants (DOACs) in patients with atrial fibrillation and a history of bleeding<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">, the [pb_glossary id=\"1517\"]primary outcome[\/pb_glossary] was a composite of:<\/span><\/span><\/span><\/em>\r\n<ul>\r\n \t<li><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">Ischemic or hemorrhagic <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">stroke<\/span><\/span><\/span><\/em><\/li>\r\n \t<li><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">Transient ischemic attack<\/span><\/span><\/span><\/em><\/li>\r\n \t<li><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">Systemic embolism<\/span><\/span><\/span><\/em><\/li>\r\n \t<li><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">Cardiovascular death<\/span><\/span><\/span><\/em><\/li>\r\n \t<li><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">Procedure-\/device<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">-r<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">elated complications<\/span><\/span><\/span><\/em><\/li>\r\n \t<li><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">Major or non-major clinically relevant bleeding<\/span><\/span><\/span><\/em><\/li>\r\n<\/ul>\r\n<em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">However, since the justification to see if LAAO was non-inferior to DOACs was that LAAO may offer a lower risk of bleeding, it was inappropriate to include bleeding in the [pb_glossary id=\"1517\"]primary outcome[\/pb_glossary] being tested for non-inferiority. Indeed, bleeding events accounted for nearly half of all [pb_glossary id=\"1517\"]primary outcome[\/pb_glossary] events, and excluding these would not allow for the conclusion of non-inferiority (LAAO would be \"not non-inferior\" to DOAC).<\/span><\/span><\/span><\/em>\r\n\r\n<\/div>\r\n<\/div>\r\n<h1><span class=\"TextRun SCXW132269465 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW132269465 BCX9\">Did the trial use a non-inferiority margin based on a relative or an absolute risk difference?<\/span><\/span><span class=\"EOP SCXW132269465 BCX9\" data-ccp-props=\"{}\">\u00a0<\/span><\/h1>\r\n<ul style=\"font-weight: 400\">\r\n \t<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"47\" data-aria-posinset=\"1\" data-aria-level=\"1\">Non-inferiority margins based on [pb_glossary id=\"111\"]absolute risk[\/pb_glossary] scales can falsely conclude an intervention to be non-inferior if event rates are lower than expected, which commonly occurs<\/li>\r\n \t<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"47\" data-aria-posinset=\"2\" data-aria-level=\"1\">[pb_glossary id=\"109\"]Relative risk[\/pb_glossary] non-inferiority margins are more conservative \u2013 and therefore preferable \u2013 as they scale to the incidence of outcomes in the trial<\/li>\r\n<\/ul>\r\n<div class=\"textbox shaded\"><em>E.g. In SPORTIF V (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Albers GW et al.<\/a>), the intervention was non-inferior according to the [pb_glossary id=\"111\"]absolute risk difference[\/pb_glossary] non-inferiority margin of 2%, but it would not have been non-inferior if a [pb_glossary id=\"109\"]relative risk[\/pb_glossary] non-inferiority margin of 1.67 - based on the same previous study data - had been used. The discrepancy was caused by a lower-than-expected event rate of 1.2% in the warfarin group (vs. expected 3.1%).<\/em><\/div>\r\n<h1>Is the non-inferiority margin well justified based on statistical reasoning and clinical judgment?<\/h1>\r\nA trial's non-inferiority margin should be justified on the principle that the intervention being studied is (1) \"not much worse\" than (non-inferior to) the comparator, and (2) still better than nothing\/placebo. Rules for an appropriate non-inferiority margin:\r\n<ul>\r\n \t<li>Defined prior to undertaking the trial<\/li>\r\n \t<li>Justified relative to the [pb_glossary id=\"78\"]minimal important difference[\/pb_glossary] (previously termed the minimal clinically important difference), which should be defined based on prior evidence<\/li>\r\n \t<li>Preserve the effect of the standard treatment over placebo<\/li>\r\n<\/ul>\r\n<div class=\"textbox shaded\"><em>E.g. #1 In RE-LY (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Connolly SJ et al.<\/a>), a [pb_glossary id=\"704\"]RCT[\/pb_glossary] comparing dabigatran to warfarin for the prevention of stroke and systemic embolism in non-valvular atrial fibrillation, the pre-specified non-inferiority margin was a [pb_glossary id=\"109\"]relative risk[\/pb_glossary] of 1.46. This was based on half the \u201cworst case\u201d end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> for benefit with warfarin vs. placebo. In other words, if RE-LY proved non-inferiority of dabigatran, it would, at its very worst, be ~2\/3 (1\u00f71.46) as good as warfarin for this outcome.<\/em><\/div>\r\n<div class=\"textbox shaded\"><em>E.g. #2 In RESET (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Kim B-K et al.<\/a>), a [pb_glossary id=\"704\"]RCT[\/pb_glossary] comparing 3 months vs. 12 months of clopidogrel (added to aspirin) following drug-eluting stent placement, the non-inferiority margin was set as an [pb_glossary id=\"111\"]absolute risk difference[\/pb_glossary] of 4% without rationale. At the expected control-group event rate of 11%, this would allow for a \u201cworst case\u201d [pb_glossary id=\"1111\"]relative risk reduction[\/pb_glossary] of 43%. For comparison: in CREDO, the addition of clopidogrel to aspirin vs. aspirin alone reduced the [pb_glossary id=\"1517\"]primary outcome[\/pb_glossary] by only an [pb_glossary id=\"111\"]absolute[\/pb_glossary] 3% ([pb_glossary id=\"1111\"]relative risk reduction[\/pb_glossary] of 27%) in a similar population. In other words, the chosen non-inferiority margin allowed for the shorter course of clopidogrel to be similar to or worse than placebo.<\/em><\/div>\r\n<h1><span class=\"TextRun SCXW171647265 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW171647265 BCX9\">Is the non-inferiority margin\u00a0<\/span><\/span><span class=\"TextRun SCXW171647265 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW171647265 BCX9\">strict enough<\/span><\/span><span class=\"TextRun SCXW171647265 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW171647265 BCX9\">\u00a0according to your own judgment?<\/span><\/span><\/h1>\r\nUltimately, you as the reader need to decide for yourself if the non-inferiority margin is reasonable and acceptable.\r\n<div class=\"textbox shaded\"><em>E.g. #1 <span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">In ROCKET-AF (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Patel MR et al.<\/a>), a [pb_glossary id=\"704\"]RCT[\/pb_glossary] comparing riva<\/span><\/span><\/span><\/em><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">roxaban to warfarin in patients with atrial fibrillation <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">with the [pb_glossary id=\"1517\"]primary outcome[\/pb_glossary] of<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\"> stroke or systemic embo<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">lism, the <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">non-inferiority marg<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">in<\/span><\/span><\/span>\u00a0<span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">was 1.46.\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">Given the actual<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">\u00a0rate of occurrence of this outcome in the warfarin group<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\"> (2.2\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">eve<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">n<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">ts\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">per 100 patient-year)<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">,\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">a 1.46\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">margin<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">\u00a0would have amounted to an increase of ~1\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">event<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">\u00a0p<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">er<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">100 patient years. As such, this is a reasonable non-inferiority margin.<\/span><\/span><\/span><\/em><\/div>\r\n<div class=\"textbox shaded\"><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">E.g. #2 I<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun CommentStart SCXW54932048 BCX9\">n PRAGUE-17 (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Osmancik P et al.<\/a>), <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">the non-inferiority margin was such<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">\u00a0that it allowed for 5% [pb_glossary id=\"111\"]absolute risk increase[\/pb_glossary] in the [pb_glossary id=\"1517\"]primary outcome[\/pb_glossary] (<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">stroke, transient ischemic attack, systemic embolism, cardiovascular death, major or nonmajor clinically relevant bleeding, or procedure-\/device<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">-r<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">elated complications<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">) with LAAO versus DOAC<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">. Many clinicians and patients would consider <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">a<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">\u00a05% [pb_glossary id=\"111\"]absolute increase[\/pb_glossary] in th<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">is [pb_glossary id=\"359\"]composite[\/pb_glossary] (which includes the purported advantage of less bleeding with LAAO versus anticoagulation) to be clinically important and therefore reject non-inferiority of LAAO based on this margin<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">.<\/span><\/span><\/span><span class=\"EOP SCXW54932048 BCX9\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559740&quot;:276}\">\u00a0<\/span><\/em><\/div>\r\nNote that the non-inferiority margin refers to an acceptable boundary for the \u201cworst case\u201d end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a>, not the [pb_glossary id=\"613\"]point estimate[\/pb_glossary] itself.\r\n<h1><span class=\"TextRun SCXW12315677 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW12315677 BCX9\">Was non-inferiority demonstrated in both intention-to-treat (ITT) and per protocol analyses?<\/span><\/span><span class=\"EOP SCXW12315677 BCX9\" data-ccp-props=\"{}\">\u00a0<\/span><\/h1>\r\n<ul style=\"font-weight: 400\">\r\n \t<li style=\"font-weight: 400\">As is the case with superiority trials, [pb_glossary id=\"39\"]ITT[\/pb_glossary] analysis is preferred as the primary analysis as it preserves the advantages of randomization and minimizes <a href=\"https:\/\/catalogofbias.org\/biases\/attrition-bias\/\">attrition bias<\/a>. However, [pb_glossary id=\"39\"]ITT[\/pb_glossary] may attenuate outcome differences between groups and make it easier to demonstrate non-inferiority.<\/li>\r\n \t<li style=\"font-weight: 400\">[pb_glossary id=\"138\"]Per-protocol analysis[\/pb_glossary] aims to isolate the effect of the intervention by excluding patients who did not receive study treatment \u201cper-protocol\u201d, such as patients who dropped out or received the intervention intended for the other treatment group (\u201ccrossover\u201d). In many cases, dropouts and crossovers are due to intervention inefficacy\/intolerance and\/or associated with patient prognosis, which introduces [pb_glossary id=\"193\"]bias[\/pb_glossary]. Some falsely believe that this makes the [pb_glossary id=\"138\"]per-protocol analysis[\/pb_glossary] the more conservative analysis for non-inferiority trials; however, that is only the case if the [pb_glossary id=\"193\"]bias[\/pb_glossary] that is introduced favors the comparator. In other words, using the [pb_glossary id=\"138\"]per-protocol analysis[\/pb_glossary] where protocol violations or crossovers occur more frequently in the comparator group will bias the results in favor of concluding that the intervention is non-inferior.<\/li>\r\n \t<li style=\"font-weight: 400\">In most cases, discrepancies between [pb_glossary id=\"39\"]ITT[\/pb_glossary] and [pb_glossary id=\"138\"]per-protocol[\/pb_glossary] analyses suggest that [pb_glossary id=\"193\"]bias[\/pb_glossary] has been introduced into the trial. As a general rule, non-inferiority should only be accepted\/concluded if it is demonstrated in both the [pb_glossary id=\"39\"]ITT[\/pb_glossary] and [pb_glossary id=\"138\"]per-protocol[\/pb_glossary] analysis.<\/li>\r\n<\/ul>\r\nIn a systematic review of 231 non-inferiority [pb_glossary id=\"704\"]RCTs[\/pb_glossary] published in five high-impact journals from 2005 to 2014, only 45% of non-inferiority [pb_glossary id=\"704\"]RCTs[\/pb_glossary] reported both [pb_glossary id=\"39\"]ITT[\/pb_glossary] and [pb_glossary id=\"138\"]per-protocol[\/pb_glossary] analyses. When both were reported, discrepancies between analyses (in terms of demonstrating non-inferiority) occurred in 6% of comparisons. Neither analysis was consistently more conservative, with the [pb_glossary id=\"39\"]ITT[\/pb_glossary] being more conservative in 50% of discrepancies (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Turgeon RD, Reid EK, et al.<\/a>).\r\n<h1>Was the comparator appropriate?<\/h1>\r\nThe comparator intervention should:\r\n<ul>\r\n \t<li><span class=\"TextRun BCX9 SCXW46918833\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun BCX9 SCXW46918833\">Be consistent with the current <strong>s<\/strong><\/span><\/span><span class=\"TextRun BCX9 SCXW46918833\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun BCX9 SCXW46918833\"><strong>tandard of care<\/strong><strong>.\u00a0<\/strong>This can be assessed by scanning local institution policy and\/or national guidelines<\/span><\/span><\/li>\r\n \t<li><span class=\"TextRun BCX9 SCXW46918833\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun BCX9 SCXW46918833\">Be <strong>more effective than nothing\/placebo.<\/strong> This can be assessed by scanning tertiary references such as DynaMed and UpToDate for high-quality evidence demonstrating clinically important benefits of the comparator<\/span><\/span><\/li>\r\n \t<li>Have an effect that is consistent with that of previous trials<\/li>\r\n<\/ul>\r\n<div class=\"textbox shaded\"><em><span class=\"TextRun SCXW250173662 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW250173662 BCX9\">E.g.<\/span><span class=\"NormalTextRun SCXW250173662 BCX9\">\u00a0<\/span><\/span><span class=\"TextRun SCXW250173662 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW250173662 BCX9\">In RE-LY (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Connolly SJ et al.<\/a>)<\/span><\/span><span class=\"TextRun SCXW250173662 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW250173662 BCX9\">,<\/span><\/span><span class=\"TextRun SCXW250173662 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW250173662 BCX9\"> the yearly incidence of stroke in the warfarin group was 1.6%. In a meta-analysis of older trials, the yearly incidence of stroke was 2.2%.<\/span><\/span><span class=\"EOP SCXW250173662 BCX9\" data-ccp-props=\"{}\"> This indicates there may be differences in the warfarin administration, monitoring, or population studied compared to previous trials.<\/span><\/em><\/div>","rendered":"<p>Most commonly trials test for <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1509\">superiority<\/a> i.e. determining whether an intervention is superior to some comparator with respect to the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1517\">primary outcome<\/a>. Conversely, the objective of a non-inferiority trial is to test whether an intervention is &#8220;not much worse&#8221; than a comparator (usually the current standard of care) with regard to the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1517\">primary outcome<\/a>. The rationale for a non-inferiority design is that the new treatment offers some benefit other than increased efficacy, such as being safer, more affordable, or more convenient. While the fundamentals of non-inferior trials are similar to that of superiority trials, there are some unique concepts necessary when critically appraising them.<\/p>\n<h2><strong>Non-Inferiority Margins<\/strong><\/h2>\n<p>The non-inferiority margin is closely related to the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_78\">minimally important difference<\/a>, which is the smallest difference in the effect on an outcome that would be meaningful to a representative group of patients. The non-inferiority margin is the yardstick by which non-inferiority is defined, and is selected during the design of a non-inferiority trial. If the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> of the difference between the intervention and comparator crosses the non-inferiority margin, the intervention is deemed to <em>not be <\/em>non-inferior to the comparator. For example, consider a non-inferiority margin is a <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_109\">RR<\/a> of 1.2 for stroke, and the actual <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_109\">RR<\/a> is 0.9 with 95% <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> 0.5 to 1.3. Since the observed upper end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> (1.3) is greater than the non-inferiority margin (&gt;1.2), the conclusion is that the treatment is not non-inferior. If the upper end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> had been 1.1, the conclusion would be that the treatment is non-inferior given that 1.1 &lt; 1.2.<\/p>\n<p>Intuitively this should be equivalent to the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_78\">minimally important difference<\/a>, and ideally this is the case; however, researchers may choose a more &#8220;generous&#8221; non-inferiority margin (i.e. one that allows a difference greater than the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_78\">minimally important difference<\/a> to be considered &#8220;not much worse&#8221;).<\/p>\n<p>See the graphical depiction of concept below:<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1175 size-full\" src=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-content\/uploads\/sites\/1246\/2021\/07\/NI-Margin-New-New-New.png\" alt=\"\" width=\"929\" height=\"487\" srcset=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-content\/uploads\/sites\/1246\/2021\/07\/NI-Margin-New-New-New.png 929w, https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-content\/uploads\/sites\/1246\/2021\/07\/NI-Margin-New-New-New-300x157.png 300w, https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-content\/uploads\/sites\/1246\/2021\/07\/NI-Margin-New-New-New-768x403.png 768w, https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-content\/uploads\/sites\/1246\/2021\/07\/NI-Margin-New-New-New-65x34.png 65w, https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-content\/uploads\/sites\/1246\/2021\/07\/NI-Margin-New-New-New-225x118.png 225w, https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-content\/uploads\/sites\/1246\/2021\/07\/NI-Margin-New-New-New-350x183.png 350w\" sizes=\"auto, (max-width: 929px) 100vw, 929px\" \/><\/p>\n<p>Plot 6. Graphical depiction of non-inferiority and related concepts.<\/p>\n<h3 style=\"text-align: left\"><strong>Superiority and inferiority (consider the line of no difference):<\/strong><\/h3>\n<ul>\n<li>The treatment is considered superior when the upper end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> is below the line of no difference (0 in this case).<\/li>\n<li>The treatment is considered inferior when the lower end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> is above the line of no difference.<\/li>\n<\/ul>\n<h3 style=\"text-align: left\"><strong>Non-inferiority and not non-inferiority (consider the non-inferiority margin):<\/strong><\/h3>\n<ul>\n<li>The treatment is considered non-inferior when the upper end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> falls to the left of the non-inferiority margin.<\/li>\n<li>The treatment is considered\u00a0<em>not<\/em> non-inferior when the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> crosses to the right of the non-inferiority margin.<\/li>\n<\/ul>\n<p>See <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Mulla SM et al.<\/a> for more information on the questions asked below. See <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Hong J et al.<\/a> for information concerning deficits in non-inferiority trial reporting.<\/p>\n<h1>Checklist Questions<\/h1>\n<table class=\"grid\" style=\"border-collapse: collapse;width: 100%;height: 144px\">\n<tbody>\n<tr style=\"height: 18px\">\n<td style=\"width: 100%;height: 18px\">Is a non-inferiority design justified by some other advantage of the intervention versus the comparator?<\/td>\n<\/tr>\n<tr>\n<td style=\"width: 100%\">Did the trial use a non-inferiority margin based on a <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_119\">relative<\/a> or an <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_111\">absolute risk difference<\/a>?<\/td>\n<\/tr>\n<tr style=\"height: 18px\">\n<td style=\"width: 100%;height: 18px\">Is the non-inferiority margin well justified based on statistical reasoning and clinical judgment?<\/td>\n<\/tr>\n<tr style=\"height: 18px\">\n<td style=\"width: 100%;height: 18px\">Is the non-inferiority margin strict enough according to your own judgment?<\/td>\n<\/tr>\n<tr style=\"height: 18px\">\n<td style=\"width: 100%;height: 18px\">Was non-inferiority demonstrated in both <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_39\">intention-to-treat (ITT)<\/a> and <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_138\">per protocol<\/a> analyses?<\/td>\n<\/tr>\n<tr style=\"height: 18px\">\n<td style=\"width: 100%;height: 18px\">Was the comparator appropriate?<\/td>\n<\/tr>\n<tr style=\"height: 18px\">\n<td style=\"width: 100%;height: 18px\">Has the active comparator demonstrated unequivocal <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1509\">superiority<\/a> over placebo in previous trials?<\/td>\n<\/tr>\n<tr style=\"height: 18px\">\n<td style=\"width: 100%;height: 18px\">Was the effect of the comparator in this trial consistent with that of previous trials?<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h1><span class=\"TextRun SCXW194469093 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW194469093 BCX9\">Is the non-inferiority design justified by some other advantage of the intervention versus the comparator?<\/span><\/span><\/h1>\n<p><span class=\"TextRun SCXW194469093 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW194469093 BCX9\">If the intervention is non-inferior but not <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1509\">superior<\/a>, it should have another meaningful advantage that justifies considering it for your patients. Consider and quantify:<\/span><\/span><\/p>\n<div style=\"font-weight: 400\">\n<ul>\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"11\" data-aria-posinset=\"1\" data-aria-level=\"1\">Fewer, less frequent, or less-severe adverse effects<\/li>\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"11\" data-aria-posinset=\"2\" data-aria-level=\"1\">Fewer drug interactions<\/li>\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"11\" data-aria-posinset=\"3\" data-aria-level=\"1\">Easier\u00a0to take<\/li>\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"11\" data-aria-posinset=\"4\" data-aria-level=\"1\">Less intensive or less invasive monitoring required<\/li>\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"11\" data-aria-posinset=\"5\" data-aria-level=\"1\">Lower cost<\/li>\n<\/ul>\n<p>Note: The advantage of the non-inferior intervention should not be included in the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1517\">primary outcome<\/a> being tested for <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix-ii-non-inferiority-trial-introduction\/\" target=\"_blank\" rel=\"noopener\">non-inferiority<\/a>. This <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_193\">biases<\/a> the results in favor of the new intervention.<\/p>\n<div class=\"textbox shaded\">\n<p><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">E.g. I<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun CommentStart SCXW54932048 BCX9\">n PRAGUE-17 (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Osmancik P et al.<\/a>), a <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_704\">RCT<\/a> comparing percutaneous left atrial appendage occlusion (LAAO) with direct-acting oral anticoagulants (DOACs) in patients with atrial fibrillation and a history of bleeding<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">, the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1517\">primary outcome<\/a> was a composite of:<\/span><\/span><\/span><\/em><\/p>\n<ul>\n<li><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">Ischemic or hemorrhagic <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">stroke<\/span><\/span><\/span><\/em><\/li>\n<li><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">Transient ischemic attack<\/span><\/span><\/span><\/em><\/li>\n<li><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">Systemic embolism<\/span><\/span><\/span><\/em><\/li>\n<li><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">Cardiovascular death<\/span><\/span><\/span><\/em><\/li>\n<li><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">Procedure-\/device<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">-r<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">elated complications<\/span><\/span><\/span><\/em><\/li>\n<li><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">Major or non-major clinically relevant bleeding<\/span><\/span><\/span><\/em><\/li>\n<\/ul>\n<p><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">However, since the justification to see if LAAO was non-inferior to DOACs was that LAAO may offer a lower risk of bleeding, it was inappropriate to include bleeding in the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1517\">primary outcome<\/a> being tested for non-inferiority. Indeed, bleeding events accounted for nearly half of all <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1517\">primary outcome<\/a> events, and excluding these would not allow for the conclusion of non-inferiority (LAAO would be &#8220;not non-inferior&#8221; to DOAC).<\/span><\/span><\/span><\/em><\/p>\n<\/div>\n<\/div>\n<h1><span class=\"TextRun SCXW132269465 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW132269465 BCX9\">Did the trial use a non-inferiority margin based on a relative or an absolute risk difference?<\/span><\/span><span class=\"EOP SCXW132269465 BCX9\" data-ccp-props=\"{}\">\u00a0<\/span><\/h1>\n<ul style=\"font-weight: 400\">\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"47\" data-aria-posinset=\"1\" data-aria-level=\"1\">Non-inferiority margins based on <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_111\">absolute risk<\/a> scales can falsely conclude an intervention to be non-inferior if event rates are lower than expected, which commonly occurs<\/li>\n<li data-leveltext=\"\uf0a7\" data-font=\"Wingdings\" data-listid=\"47\" data-aria-posinset=\"2\" data-aria-level=\"1\"><a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_109\">Relative risk<\/a> non-inferiority margins are more conservative \u2013 and therefore preferable \u2013 as they scale to the incidence of outcomes in the trial<\/li>\n<\/ul>\n<div class=\"textbox shaded\"><em>E.g. In SPORTIF V (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Albers GW et al.<\/a>), the intervention was non-inferior according to the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_111\">absolute risk difference<\/a> non-inferiority margin of 2%, but it would not have been non-inferior if a <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_109\">relative risk<\/a> non-inferiority margin of 1.67 &#8211; based on the same previous study data &#8211; had been used. The discrepancy was caused by a lower-than-expected event rate of 1.2% in the warfarin group (vs. expected 3.1%).<\/em><\/div>\n<h1>Is the non-inferiority margin well justified based on statistical reasoning and clinical judgment?<\/h1>\n<p>A trial&#8217;s non-inferiority margin should be justified on the principle that the intervention being studied is (1) &#8220;not much worse&#8221; than (non-inferior to) the comparator, and (2) still better than nothing\/placebo. Rules for an appropriate non-inferiority margin:<\/p>\n<ul>\n<li>Defined prior to undertaking the trial<\/li>\n<li>Justified relative to the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_78\">minimal important difference<\/a> (previously termed the minimal clinically important difference), which should be defined based on prior evidence<\/li>\n<li>Preserve the effect of the standard treatment over placebo<\/li>\n<\/ul>\n<div class=\"textbox shaded\"><em>E.g. #1 In RE-LY (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Connolly SJ et al.<\/a>), a <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_704\">RCT<\/a> comparing dabigatran to warfarin for the prevention of stroke and systemic embolism in non-valvular atrial fibrillation, the pre-specified non-inferiority margin was a <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_109\">relative risk<\/a> of 1.46. This was based on half the \u201cworst case\u201d end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a> for benefit with warfarin vs. placebo. In other words, if RE-LY proved non-inferiority of dabigatran, it would, at its very worst, be ~2\/3 (1\u00f71.46) as good as warfarin for this outcome.<\/em><\/div>\n<div class=\"textbox shaded\"><em>E.g. #2 In RESET (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Kim B-K et al.<\/a>), a <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_704\">RCT<\/a> comparing 3 months vs. 12 months of clopidogrel (added to aspirin) following drug-eluting stent placement, the non-inferiority margin was set as an <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_111\">absolute risk difference<\/a> of 4% without rationale. At the expected control-group event rate of 11%, this would allow for a \u201cworst case\u201d <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1111\">relative risk reduction<\/a> of 43%. For comparison: in CREDO, the addition of clopidogrel to aspirin vs. aspirin alone reduced the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1517\">primary outcome<\/a> by only an <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_111\">absolute<\/a> 3% (<a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1111\">relative risk reduction<\/a> of 27%) in a similar population. In other words, the chosen non-inferiority margin allowed for the shorter course of clopidogrel to be similar to or worse than placebo.<\/em><\/div>\n<h1><span class=\"TextRun SCXW171647265 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW171647265 BCX9\">Is the non-inferiority margin\u00a0<\/span><\/span><span class=\"TextRun SCXW171647265 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW171647265 BCX9\">strict enough<\/span><\/span><span class=\"TextRun SCXW171647265 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW171647265 BCX9\">\u00a0according to your own judgment?<\/span><\/span><\/h1>\n<p>Ultimately, you as the reader need to decide for yourself if the non-inferiority margin is reasonable and acceptable.<\/p>\n<div class=\"textbox shaded\"><em>E.g. #1 <span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">In ROCKET-AF (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Patel MR et al.<\/a>), a <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_704\">RCT<\/a> comparing riva<\/span><\/span><\/span><\/em><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">roxaban to warfarin in patients with atrial fibrillation <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">with the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1517\">primary outcome<\/a> of<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\"> stroke or systemic embo<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">lism, the <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">non-inferiority marg<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">in<\/span><\/span><\/span>\u00a0<span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">was 1.46.\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">Given the actual<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">\u00a0rate of occurrence of this outcome in the warfarin group<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\"> (2.2\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">eve<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">n<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">ts\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">per 100 patient-year)<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">,\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">a 1.46\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">margin<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">\u00a0would have amounted to an increase of ~1\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">event<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">\u00a0p<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">er<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">\u00a0<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW55727751 BCX9\"><span class=\"TextRun SCXW55727751 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW55727751 BCX9\">100 patient years. As such, this is a reasonable non-inferiority margin.<\/span><\/span><\/span><\/em><\/div>\n<div class=\"textbox shaded\"><em><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">E.g. #2 I<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun CommentStart SCXW54932048 BCX9\">n PRAGUE-17 (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Osmancik P et al.<\/a>), <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">the non-inferiority margin was such<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">\u00a0that it allowed for 5% <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_111\">absolute risk increase<\/a> in the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_1517\">primary outcome<\/a> (<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">stroke, transient ischemic attack, systemic embolism, cardiovascular death, major or nonmajor clinically relevant bleeding, or procedure-\/device<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">-r<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">elated complications<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">) with LAAO versus DOAC<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">. Many clinicians and patients would consider <\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">a<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">\u00a05% <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_111\">absolute increase<\/a> in th<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">is <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_359\">composite<\/a> (which includes the purported advantage of less bleeding with LAAO versus anticoagulation) to be clinically important and therefore reject non-inferiority of LAAO based on this margin<\/span><\/span><\/span><span class=\"TrackChangeTextInsertion TrackedChange SCXW54932048 BCX9\"><span class=\"TextRun SCXW54932048 BCX9\" lang=\"EN\" xml:lang=\"EN\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW54932048 BCX9\">.<\/span><\/span><\/span><span class=\"EOP SCXW54932048 BCX9\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:1,&quot;335551620&quot;:1,&quot;335559740&quot;:276}\">\u00a0<\/span><\/em><\/div>\n<p>Note that the non-inferiority margin refers to an acceptable boundary for the \u201cworst case\u201d end of the <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\" target=\"_blank\" rel=\"noopener\">CI<\/a>, not the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_613\">point estimate<\/a> itself.<\/p>\n<h1><span class=\"TextRun SCXW12315677 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW12315677 BCX9\">Was non-inferiority demonstrated in both intention-to-treat (ITT) and per protocol analyses?<\/span><\/span><span class=\"EOP SCXW12315677 BCX9\" data-ccp-props=\"{}\">\u00a0<\/span><\/h1>\n<ul style=\"font-weight: 400\">\n<li style=\"font-weight: 400\">As is the case with superiority trials, <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_39\">ITT<\/a> analysis is preferred as the primary analysis as it preserves the advantages of randomization and minimizes <a href=\"https:\/\/catalogofbias.org\/biases\/attrition-bias\/\">attrition bias<\/a>. However, <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_39\">ITT<\/a> may attenuate outcome differences between groups and make it easier to demonstrate non-inferiority.<\/li>\n<li style=\"font-weight: 400\"><a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_138\">Per-protocol analysis<\/a> aims to isolate the effect of the intervention by excluding patients who did not receive study treatment \u201cper-protocol\u201d, such as patients who dropped out or received the intervention intended for the other treatment group (\u201ccrossover\u201d). In many cases, dropouts and crossovers are due to intervention inefficacy\/intolerance and\/or associated with patient prognosis, which introduces <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_193\">bias<\/a>. Some falsely believe that this makes the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_138\">per-protocol analysis<\/a> the more conservative analysis for non-inferiority trials; however, that is only the case if the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_193\">bias<\/a> that is introduced favors the comparator. In other words, using the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_138\">per-protocol analysis<\/a> where protocol violations or crossovers occur more frequently in the comparator group will bias the results in favor of concluding that the intervention is non-inferior.<\/li>\n<li style=\"font-weight: 400\">In most cases, discrepancies between <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_39\">ITT<\/a> and <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_138\">per-protocol<\/a> analyses suggest that <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_193\">bias<\/a> has been introduced into the trial. As a general rule, non-inferiority should only be accepted\/concluded if it is demonstrated in both the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_39\">ITT<\/a> and <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_138\">per-protocol<\/a> analysis.<\/li>\n<\/ul>\n<p>In a systematic review of 231 non-inferiority <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_704\">RCTs<\/a> published in five high-impact journals from 2005 to 2014, only 45% of non-inferiority <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_704\">RCTs<\/a> reported both <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_39\">ITT<\/a> and <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_138\">per-protocol<\/a> analyses. When both were reported, discrepancies between analyses (in terms of demonstrating non-inferiority) occurred in 6% of comparisons. Neither analysis was consistently more conservative, with the <a class=\"glossary-term\" aria-haspopup=\"dialog\" aria-describedby=\"definition\" href=\"#term_75_39\">ITT<\/a> being more conservative in 50% of discrepancies (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Turgeon RD, Reid EK, et al.<\/a>).<\/p>\n<h1>Was the comparator appropriate?<\/h1>\n<p>The comparator intervention should:<\/p>\n<ul>\n<li><span class=\"TextRun BCX9 SCXW46918833\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun BCX9 SCXW46918833\">Be consistent with the current <strong>s<\/strong><\/span><\/span><span class=\"TextRun BCX9 SCXW46918833\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun BCX9 SCXW46918833\"><strong>tandard of care<\/strong><strong>.\u00a0<\/strong>This can be assessed by scanning local institution policy and\/or national guidelines<\/span><\/span><\/li>\n<li><span class=\"TextRun BCX9 SCXW46918833\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun BCX9 SCXW46918833\">Be <strong>more effective than nothing\/placebo.<\/strong> This can be assessed by scanning tertiary references such as DynaMed and UpToDate for high-quality evidence demonstrating clinically important benefits of the comparator<\/span><\/span><\/li>\n<li>Have an effect that is consistent with that of previous trials<\/li>\n<\/ul>\n<div class=\"textbox shaded\"><em><span class=\"TextRun SCXW250173662 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2 SCXW250173662 BCX9\">E.g.<\/span><span class=\"NormalTextRun SCXW250173662 BCX9\">\u00a0<\/span><\/span><span class=\"TextRun SCXW250173662 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW250173662 BCX9\">In RE-LY (<a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/references\/\" target=\"_blank\" rel=\"noopener\">Connolly SJ et al.<\/a>)<\/span><\/span><span class=\"TextRun SCXW250173662 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW250173662 BCX9\">,<\/span><\/span><span class=\"TextRun SCXW250173662 BCX9\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW250173662 BCX9\"> the yearly incidence of stroke in the warfarin group was 1.6%. In a meta-analysis of older trials, the yearly incidence of stroke was 2.2%.<\/span><\/span><span class=\"EOP SCXW250173662 BCX9\" data-ccp-props=\"{}\"> This indicates there may be differences in the warfarin administration, monitoring, or population studied compared to previous trials.<\/span><\/em><\/div>\n<div class=\"glossary\"><span class=\"screen-reader-text\" id=\"definition\">definition<\/span><template id=\"term_75_1509\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_1509\"><div tabindex=\"-1\"><p>A superiority trial tests for whether an intervention has a greater effect than a comparator with respect to the primary outcome. This is contrasts with <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/chapter\/non-inferiority-trials-was-the-intervention-compared-to-see-if-it-is-no-worse-than-an-established-therapy\/\">non-inferiority trials<\/a>.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_75_1517\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_1517\"><div tabindex=\"-1\"><p>A primary outcome is an outcome from which trial design choices are based (e.g. sample size calculations). Primary outcomes are not necessarily the most important outcomes.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_75_78\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_78\"><div tabindex=\"-1\"><p>The minimum difference in a value that would be of importance to a patient. There are various methods of calculating a minimally important difference.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_75_109\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_109\"><div tabindex=\"-1\"><p>Relative risk (or risk ratio) is the risk in one group relative to (divided by) risk in another group. For example, if 10% in the treatment group and 20% in the placebo group have the outcome of interest, the relative risk in the treatment group is 0.5 (10% \u00f7 20%; half) the risk in the placebo group. See <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\">here<\/a> for a more detailed discussion.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_75_119\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_119\"><div tabindex=\"-1\"><p>Calculates the effect of an intervention via a fractional comparison with the comparator group (i.e. intervention group measure \u00f7 comparator group measure). Used for binary outcomes. Relative risk, odds ratio, or hazards ratio are all expressions of relative effect. For example, if the risk of developing neuropathy was 1% in the treatment group and 2% in the comparator group, then the relative risk is 0.5 (1 \u00f7 2). See the Absolute Risk Differences and Relative Measures of Effect discussion <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\">here<\/a> for more information.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_75_111\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_111\"><div tabindex=\"-1\"><p>Absolute risk difference is the risk in one group compared to (minus) the risk in another group over a specified period of time. For example, if the absolute risk of myocardial infarction over 5 years was 15% for the comparator and 10% for the intervention, then the absolute risk difference was 5% (15% - 10%) over 5 years. See <a href=\"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/back-matter\/appendix\/\">here<\/a> for further discussion.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_75_39\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_39\"><div tabindex=\"-1\"><p>Participant outcomes are analyzed according to their assigned treatment group, irrespective of treatment received. A common \"modified ITT\" approach used in pharmacotherapy trials considers only participants who received at least one dose of the study drug (thereby excluding participants who were randomized but did not receive any study intervention).<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_75_138\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_138\"><div tabindex=\"-1\"><p>This type of analysis examines patients only if they sufficiently adhered to the treatment group in which they were assigned.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_75_193\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_193\"><div tabindex=\"-1\"><p>Systematic deviation of an estimate from the truth (either an overestimation or underestimation) caused by a study design or conduct feature. See the <a href=\"https:\/\/catalogofbias.org\/biases\/\">Catalog of Bias<\/a> for specific biases, explanations, and examples.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_75_704\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_704\"><div tabindex=\"-1\"><p>Randomized controlled trials are those in which participants are randomly allocated to two or more groups which are given different treatments.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_75_1111\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_1111\"><div tabindex=\"-1\"><p>The difference between two relative risks (RRs). If the intervention has a RR of 70% and the comparator a risk of 100%, then the relative risk reduction is 30% (100% - 70%).<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_75_359\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_359\"><div tabindex=\"-1\"><p>An outcome which consists of multiple component endpoints. For example, a cardiovascular composite may include stroke, myocardial infarction, and death.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><template id=\"term_75_613\"><div class=\"glossary__definition\" role=\"dialog\" data-id=\"term_75_613\"><div tabindex=\"-1\"><p>A single value given as an estimate of the effect. For example, results may be listed as a relative risk of 0.5 (95% CI 0.4-0.6). In this case 0.5 is the point estimate, and 0.4-0.6 is the 95% confidence interval.<\/p>\n<\/div><button><span aria-hidden=\"true\">&times;<\/span><span class=\"screen-reader-text\">Close definition<\/span><\/button><\/div><\/template><\/div>","protected":false},"author":1318,"menu_order":8,"template":"","meta":{"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"chapter-type":[],"contributor":[],"license":[],"class_list":["post-75","chapter","type-chapter","status-publish","hentry"],"part":3,"_links":{"self":[{"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/chapters\/75","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/chapters"}],"about":[{"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/wp\/v2\/types\/chapter"}],"author":[{"embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/wp\/v2\/users\/1318"}],"version-history":[{"count":26,"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/chapters\/75\/revisions"}],"predecessor-version":[{"id":1892,"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/chapters\/75\/revisions\/1892"}],"part":[{"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/parts\/3"}],"metadata":[{"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/chapters\/75\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/wp\/v2\/media?parent=75"}],"wp:term":[{"taxonomy":"chapter-type","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/pressbooks\/v2\/chapter-type?post=75"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/wp\/v2\/contributor?post=75"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/pressbooks.bccampus.ca\/rickyturgeon\/wp-json\/wp\/v2\/license?post=75"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}