JAMA · 1994 · 95 citations · 30 references
ManagementBiostatisticsClinical EpidemiologyComparative Effectiveness ResearchStatisticsApplied StatisticsBibliometric AnalysisBibliometric ForecastingStatistical AnalysisBibliometric Time-series AnalysisCitation Trajectory AnalysisDiffusion Of Medical TechnologiesForecasting Technology DiffusionResearch JournalsResearch Trend AnalysisStatistical ReviewTemporal Bibliometrics
The study aims to quantify how quickly new statistical methods are adopted in medical journals and to forecast which techniques editors should anticipate in the coming decade. The authors identified influential statistical papers, tracked their citation trajectories in medical literature, and reviewed longitudinal analyses of statistical content to assess lag times. New methods typically need 4–6 years to reach 25 citations, diffusion has accelerated over the past 30 years yet still lags, and the increasing use of complex techniques indicates that journals should expect more sophisticated analyses and adapt their review processes.
To investigate the speed of the transfer of new statistical methods into the medical literature and, on the basis of current data, to predict what methods medical journal editors should expect to see in the next decade.Influential statistical articles were identified and the time pattern of citations in the medical literature was ascertained. In addition, longitudinal studies of the statistical content of articles in medical journals were reviewed.Cumulative number of citations in medical journals of each article in the years after publication.Annual citations show some evidence of decreasing lag times between the introduction of new statistical methods and their appearance in medical journals. Newer technical innovations still typically take 4 to 6 years before they achieve 25 citations in the medical literature. Few methodological advances of the 1980s seem yet to have been widely cited in medical journals. Longitudinal studies indicate a large increase in the use of more complex statistical methods.Time trends suggest that technology diffusion has speeded up during the last 30 years, although there is still a lag of several years before medical citations begin to accrue. Journals should expect to see more articles using increasingly sophisticated methods. Medical journals may need to modify reviewing procedures to deal with articles using these complex new methods.
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Classification and Regression Trees.
John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations