Estimates of the mean difference in orthopaedic randomized trials: obligatory yet obscure

被引:2
作者
Raittio, Lauri [1 ]
Launonen, Antti [2 ]
Mattila, Ville M. [1 ,2 ]
Reito, Aleksi [2 ]
机构
[1] Tampere Univ, Fac Med & Hlth Technol, Arvo Ylpon Katu 34, Tampere 33520, Finland
[2] Tampere Univ Hosp, Dept Orthopaed & Traumatol, Teiskontie 35, Tampere 33520, Finland
关键词
Sample size; Uncertainty; Randomized Controlled Trials as Topic; Orthopaedics; Confidence intervals; Patient reported Outcome measures; Statistical inference; Scientific Inference; Power; LOW-BACK-PAIN; MINIMAL IMPORTANT DIFFERENCE; REHABILITATION INTERVENTIONS;
D O I
10.1186/s12874-021-01249-2
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Background Randomized controlled trials in orthopaedics are powered to mainly find large effect sizes. A possible discrepancy between the estimated and the real mean difference is a challenge for statistical inference based on p-values. We explored the justifications of the mean difference estimates used in power calculations. The assessment of distribution of observations in the primary outcome and the possibility of ceiling effects were also assessed. Methods Systematic review of the randomized controlled trials with power calculations in eight clinical orthopaedic journals published between 2016 and 2019. Trials with one continuous primary outcome and 1:1 allocation were eligible. Rationales and references for the mean difference estimate were recorded from the Methods sections. The possibility of ceiling effect was addressed by the assessment of the weighted mean and standard deviation of the primary outcome and its elaboration in the Discussion section of each RCT where available. Results 264 trials were included in this study. Of these, 108 (41 %) trials provided some rationale or reference for the mean difference estimate. The most common rationales or references for the estimate of mean difference were minimal clinical important difference (16 %), observational studies on the same subject (8 %) and the 'clinical relevance' of the authors (6 %). In a third of the trials, the weighted mean plus 1 standard deviation of the primary outcome reached over the best value in the patient-reported outcome measure scale, indicating the possibility of ceiling effect in the outcome. Conclusions The chosen mean difference estimates in power calculations are rarely properly justified in orthopaedic trials. In general, trials with a patient-reported outcome measure as the primary outcome do not assess or report the possibility of the ceiling effect in the primary outcome or elaborate further in the Discussion section.
引用
收藏
页数:9
相关论文
共 32 条
  • [1] The minimal clinically important difference raised the significance of outcome effects above the statistical level, with methodological implications for future studies
    Angst, Felix
    Aeschlimann, Andre
    Angst, Jules
    [J]. JOURNAL OF CLINICAL EPIDEMIOLOGY, 2017, 82 : 128 - 136
  • [2] The tyranny of power: is there a better way to calculate sample size?
    Bland, John Martin
    [J]. BMJ-BRITISH MEDICAL JOURNAL, 2009, 339 : 1133 - 1135
  • [3] Estimation for Better Inference in Neuroscience
    Calin-Jageman, Robert J.
    Cumming, Geoff
    [J]. ENEURO, 2019, 6 (04)
  • [4] Sample size determinations in original research protocols for randomised clinical trials submitted to UK research ethics committees: review
    Clark, Timothy
    Berger, Ursula
    Mansmann, Ulrich
    [J]. BMJ-BRITISH MEDICAL JOURNAL, 2013, 346
  • [5] Cohen J., 1969, STAT POWER ANAL BEHA
  • [6] Cook JA, 2018, BMJ-BRIT MED J, V363, DOI [10.1136/bmj.k3750, 10.1186/s13063-018-2884-0]
  • [7] Copay AG, 2018, JBJS REV, V6, DOI 10.2106/JBJS.RVW.17.00160
  • [8] Making the Best Match: Selecting Outcome Measures for Clinical Trials and Outcome Studies
    Coster, Wendy J.
    [J]. AMERICAN JOURNAL OF OCCUPATIONAL THERAPY, 2013, 67 (02) : 162 - 170
  • [9] Application of minimal important differences in degenerative knee disease outcomes: a systematic review and case study to inform BMJ Rapid Recommendations
    Devji, Tahira
    Guyatt, Gordon H.
    Lytvyn, Lyubov
    Brignardello-Petersen, Romina
    Foroutan, Farid
    Sadeghirad, Behnam
    Buchbinder, Rachelle
    Poolman, Rudolf W.
    Harris, Ian A.
    Carrasco-Labra, Alonso
    Siemieniuk, Reed A. C.
    Vandvik, Per O.
    [J]. BMJ OPEN, 2017, 7 (05):
  • [10] Rehabilitation interventions in randomized controlled trials for low back pain: proof of statistical significance often is not relevant
    Gianola, Silvia
    Castellini, Greta
    Corbetta, Davide
    Moja, Lorenzo
    [J]. HEALTH AND QUALITY OF LIFE OUTCOMES, 2019, 17 (1)