出版偏见对科学不利,如果不一定是科学家的话
Remco Heesen1, Liam Kofi Bright1
1Department of Philosophy, Logic and Scientific Method, The London School of Economics and Political Science, London, UK.
Royal Society open science
|May 1, 2025
概括
发表偏见,只公布某些结果,可以由意识到的科学家来解释. 然而,它损害了科学.
科学领域:
- 科学哲学的哲学科学哲学
- 科学完整性 科学完整性
- 贝叶斯式推理 贝叶斯式推理
背景情况:
- 出版偏见是一个重大问题,通常与科学中的复制危机有关.
- 科学过程的目标是做出公正,可靠的推断.
研究的目的:
- 调查出版偏见对科学推理和更广泛的科学界的影响.
- 探索个人科学家是否可以减轻出版偏见和社会影响.
主要方法:
- 利用贝叶斯的科学推理模型.
- 分析了科学家的理论能力来解释文献尽管出版偏见.
主要成果:
- 意识到科学家可以在理论上调整他们的信念,以抵消出版偏见.
- 个人科学家可能不会在减轻出版偏见的政策中看到个人利益.
- 出版偏见会对科学作为社会事业产生负面影响,尤其对非专家的中间人来说.
结论:
- 虽然个体科学家可能会适应,但出版偏见会破坏科学的社会利益.
- 强制性预先注册等政策的合理性在于它所带来的社会效益超过了个人成本.
- 在管理科学机构时,应优先考虑非专家中间人的观点.
相关概念视频
Bias
3.7K
Bias refers to any tendency that prevents a question from being considered unprejudiced. In research, bias occurs when one outcome or answer is selected or encouraged over others in sampling or testing. Bias can occur during any research phase, including study design, data collection, analysis, and publication.
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
In statistics, a sampling bias is created when a sample is collected from a population, and some members of the population are not as likely to be chosen as others (remember, each member...
3.7K
Bias in Epidemiological Studies
92
Biases can arise at various stages of research, from study design and data collection to analysis and interpretation. Recognizing and addressing these biases is essential to ensure the validity and reliability of epidemiological findings.Broadly speaking, biases in epidemiology fall into three main categories: selection bias, information bias, and confounding. A more detailed description of possible biases is:
92
Confirmation Biases
5.4K
The confirmation bias is the tendency to focus on information that confirms our existing beliefs and ignore information that is inconsistent with our expectations. For example, if you think that your professor is not very nice, you notice all of the instances of rude behavior exhibited by the professor while ignoring the countless pleasant interactions he is involved in on a daily basis. Have you ever fallen prey to the confirmation bias, either as the source or target of such bias?
5.4K
The Scientific Method
222.6K
The scientific method is a detailed, empirical problem-solving process used by biologists and other scientists. This iterative approach involves formulating a question based on observation, developing a testable potential explanation for the observation (called a hypothesis), making and testing predictions based on the hypothesis, and using the findings to create new hypotheses and predictions.
Generally, predictions are tested using carefully-designed experiments. Based on the outcome of these...
Generally, predictions are tested using carefully-designed experiments. Based on the outcome of these...
222.6K
Cause and Effect
10.8K
While variables are sometimes correlated because one does cause the other, it could also be that some other factor, a confounding variable, is actually causing the systematic movement in our variables of interest. For instance, as sales in ice cream increase, so does the overall rate of crime. Is it possible that indulging in your favorite flavor of ice cream could send you on a crime spree? Or, after committing crime do you think you might decide to treat yourself to a cone?
10.8K
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
106
Biopharmaceutical studies constitute a vital field aiming to enhance drug delivery methods and refine therapeutic approaches, drawing upon diverse interdisciplinary knowledge. In research methodologies, the choice between controlled and non-controlled studies significantly influences the study's reliability and accuracy.
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
106


