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Related Concept Videos

The Evidence for Evolution02:55

The Evidence for Evolution

Genetic variations accumulating within populations over generations give rise to biological evolution. Evolutionary changes can result in the formation of novel varieties and entire new species. These changes are responsible for the diverse forms of life inhabiting the planet. The evidence for evolution suggests that all living organisms descended from common ancestors.The collection of fossils within sedimentary rocks give a record of common ancestry and often depicts the history of evolution.
Cause and Effect01:53

Cause and Effect

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?
Confirmation Biases01:31

Confirmation Biases

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?
Criteria for Causality: Bradford Hill Criteria - II01:28

Criteria for Causality: Bradford Hill Criteria - II

The Bradford Hill criteria serve as guidelines for establishing causative links in epidemiological research. Beyond Strength, Consistency, Specificity, and Temporality, key criteria also include Biological Gradient, Plausibility, Coherence, Experiment, and Analogy. These principles assist scientists in assessing the likelihood of causation in complex biological contexts. Below is a summary of these concepts:
Social Proof00:52

Social Proof

Social proof is a form of persuasion based on comparison and conformity. People compare their behavior and actions to what others are doing and will change to conform to do what their peers do.
The Scientific Method02:40

The Scientific Method

Research is what makes the difference between facts and opinions. Facts are observable realities, and opinions are personal judgments, conclusions, or attitudes that may or may not be accurate. In the scientific community, facts can be established only using evidence collected through empirical research.

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Related Experiment Video

Updated: Jun 6, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
05:47

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

Do we need evidence for everything?

David G Hunter1

  • 1Children's Hospital Boston and Harvard Medical School, Boston, Massachusetts, USA. david.hunter@childrens.harvard.edu

The American Orthoptic Journal
|November 11, 2010
PubMed
Summary
This summary is machine-generated.

Evidence-based medicine lacks randomized controlled trials (RCTs) but is still valuable. Clinical judgment and patient heterogeneity necessitate a broader view of medical evidence beyond RCTs.

Related Experiment Videos

Last Updated: Jun 6, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
05:47

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

Area of Science:

  • Medical Ethics
  • Clinical Practice
  • Research Methodology

Background:

  • Evidence-based medicine (EBM) is often presumed to require randomized controlled trials (RCTs) for validation.
  • RCTs are considered the gold standard for clinical evidence, but their limitations are increasingly recognized.

Observation:

  • RCTs often exclude patients with complicating factors, leading to a lack of generalizability to real-world patient populations.
  • Systematic reviews, while valuable, have inherent limitations in scope and reach.
  • RCTs can yield false or contradictory conclusions, questioning their universal applicability.

Findings:

  • The absence of RCTs does not negate the potential benefit of a treatment.
  • Medical evidence encompasses more than just RCT data, including critical thinking, clinical judgment, and patient intuition.
  • Real-world patient heterogeneity presents challenges not fully captured by controlled studies.

Implications:

  • Clinicians should not withhold potentially beneficial treatments due to a lack of RCTs.
  • Embracing a broader definition of evidence is crucial for effective patient care.
  • Medical practice relies heavily on clinician expertise, communication, and nuanced judgment, akin to a craft.