3 cardinal sins of research

  • Falsification
    • Changing the data
  • Fabrication
    • Creating new data
  • Plagarism

Why are citations important

  • Establish paper trail
    • Allows reader to verify evidence
  • Gives credit
    • So that we know the writer is not stealing

Types of sources

  • Primary source
    • The original observations
  • Secondary source
    • Something based on a primary source
  • Tertiary source
    • Something based on a secondary source

BDTK

Before applying

  • Guard your buttons

    • button: something that triggers strong emotions (greed, anger, guilt etc.)
    • will cause your emotions to override the facts
  • Biases

    • Availability bias - tendency to make decisions based on information that is readily available to you
    • Confirmation bias - interpreting the same thing differently based on prior views
    • Illusory truth bias - hearing the same information many times, you often come to think its true
  • What do other sources say about the source and its claims?

    • 4. Where does most of the evidence point?
      1. Have the claims been verified by someone else?
      • At least one other person says the same thing
  • Who is behind the information and why?

      1. How reliable is the source of this claim
      • Is the claimant an authority in the field
      • Do they have the relevant expertise
      1. What is the source’s perspective
      • Political leaning
      • Source of funding
      • Ulterior motive
  • What is the evidence behind the claims?

    • 3. Is the claimant providing positive evidence?
      • Hard data provided: videos, screenshots, scientific papers
      1. Does the claimant use flawed reasoning?
      • Breaks in the flow of logic
      • Logical fallacies

Definitions

  • Source: Where the current article we are evaluating comes from
  • Claims: The article’s point
  • Evidence: What the article uses to support their claim

Confidence Level to StdDev

Confidence LevelStdDev
80%1.282
90%1.645
95%1.960
99%2.576
99.9%3.291
68%1
95%2
99.7%3