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Title[redir]:
Current Incentives for Scientists Lead to Underpowered Studies with Erroneous Conclusions | PLOS Biology
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Keywords {๐}
studies, research, exploratory, fig, published, number, confirmatory, findings, scientific, values, total, size, effect, probability, power, statistical, sample, high, proportion, scientists, strategy, results, optimal, current, study, correct, individual, incentive, small, publications, structures, fitness, increases, work, career, false, significant, result, low, model, conclusions, researchers, advancement, science, effort, acceptance, type, knowledge, increase, maximise,
Topics {โ๏ธ}
genome-wide association studies media inquiries plos download citation email promote low-quality science multiple testing burden peer review process context-dependent choices s5โs9 figs correlation coefficient mode sufficient analytical flexibility peer review practices successfully implemented cultural strategic-game playing [23] current incentive structures altering incentive structures reflect data reported cookie preference center save selected preferences individual career perspective studies selected randomly current research practices wider incentive structures required statistical power average statistical power strategically adaptโconsciously fixed monetary cost pharmaceutical industry attempting shift individual incentives slightly higher power high output leads large sample sizes empirical studies indicating sample size required sampling effort put maximises naturally selected total effort put draw incorrect conclusions simply publishing papers lines show predictions findings counts heavily reproduce โlandmarkโ findings initial findings fail ideal incentive structures exploratory studies divided exploratory studies approaches confirmatory studies divided statistically significant result research assessment exercises individual scientists aligns research strategy encouraged
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