Day 1: Scientific Method

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Presentation transcript:

Day 1: Scientific Method “Everyone is entitled to his own opinion, but not his own facts.” -attributed to Senator Patrick Moynihan

“The moment we want to believe something, we suddenly see all the arguments for it, and become blind to the arguments against It.” -George Bernard Shaw

Some thoughts…. http://www.cnn.com/2010/OPINION/04/13/specter.denying.science/index.html?hpt=C2 Now your thoughts…?

HOW DO WE GATHER KNOWLEDGE?? Authority Tradition Experience Intuition 3 classes of people Truthtellers Liars BSers

“An issue can certainly be viewed from multiple perspectives, but anybody who claims that justifies misrepresenting information or denies the value of truth and objective analysis is really BSing. “ -- Harry G. Frankfort: On Bullshit

Research Method Value awareness (don’t do this to harm, but to help) Skeptical curiosity (leads to more research) Sharing (helps ppl grow) Honesty

Good research reflects a sincere desire to determine what is overall true, based on available information; as opposed to bad research that starts with a conclusion and only presents supporting factoids (individual facts taken out of context). A good research document empowers readers to reach their own conclusions by including: • A well-defined question. • Description of the context and existing information about an issue. • Consideration of various perspectives. • Presentation of evidence, with data and analysis in a format that can be replicated by others. • Discussion of critical assumptions, contrary findings, and alternative interpretations. • Cautious conclusions and discussion of their implications. • Adequate references, including original sources, alternative perspectives, and criticism.

Scientific Inquiry Process Phase 1 1. Question/Problem Observing and or measuring something about a person, an object or an event. Phase 2 2. Hypothesis Making an assumption on the basis of the observations and/or measurements. Phase 3 3. Experiment 4. Conclusion Testing the assumption to see what extent it is true. Phase 4 Revising the assumption on the basis of the test. 5. Report findings

Association Does Not Prove Causation A common mistake of bad research is to assume or imply that association (two things tend to occur together) proves causation (one thing causes or influences another). Below is an example. Many people die in hospitals, and there are occasional examples of patients harmed during visits (due to medical care errors or hospital-based infections), so a bad researcher could “prove” that hospitals are dangerous. However, this confuses causation (people often go to hospitals when they are at risk of dying), and provides no base case (what would happen to those people had they not gone to a hospital) for comparison. It is likely that hospitals significantly reduce death rates compared with what would otherwise occur, despite many examples to the contrary.

Good Examples of Bad Research Dihydrogen Monoxide Research Division (www.dhmo.org) explores the risks presented by Dihydrogen Monoxide demonstrates its association with many illnesses and accidents, and describes a conspiracy by government agencies to cover up these risks. See handout…The Dangers of Bread! http://www.badscience.net