EBM

Cards (246)

  • Information overload is a popular term used to describe the abundance of data available to us
  • While "overload" suggests an unmanageable quantity, this is not always the case
  • Benefits of widespread availability of data
    • Walmart using data to track sales and stocks
    • Consumers using search engines to find best-priced airline tickets
  • Transparency and access to data is valued in an "Open Society"
  • Lack of secrecy can be beneficial, such as making it difficult to engage in corruption
  • Short-term memory
    Can hold about 7 pieces of information at a time, and only about 4 concepts and/or relationships
  • This natural limitation puts pressure on us to use critical tools to evaluate information and identify where it might be misleading or harmful
  • Newspaper headlines
    • Designed to summarise complex stories and sell newspapers
    • Often misrepresent information by leaving out important details
  • Contradictory health claims in the media are common, such as whether certain foods are good or bad for you
  • Confirmation bias can lead people to selectively believe headlines that reinforce their existing beliefs
  • Some publications provide platforms for advocating against scientifically proven safe and beneficial practices, like vaccination
  • Misleading headlines and poor scientific reporting can lead to poor choices by neglecting context, such as the actual failure rate of a contraceptive device
  • Personal-health journalism is often superficial and misleading, with a lack of scientific rigour
  • The BBC reported that 'hundreds' of women had fallen pregnant while using this contraceptive device
  • By putting those numbers in the context of the number of women who had actually bought the device compared to the number of unwanted pregnancies, the failure rate translated to 0.014%, making this device one of the safest on the market
  • Availability bias
    Also called ease of recall, may lead some women to make the worst choice about safe contraception
  • An article published in the Columbia Journalism Review (CJR) discussed the problems with "personal-health" journalism
  • Even articles written by very good journalists, based on thorough reporting and highly credible sources, can take stances that directly contradict those of other credible-seeming articles
  • Personal healthcare decisions affect our lifespan, the quality of our lives, and our productivity, and the result — our collective health — has an enormous impact on the economy
  • Due to the scientific misconduct of a doctor named Andrew Wakefield, many parents have been falsely led to believe that there exists a link between the MMR (measles, mumps, rubella) vaccine and autism
  • Unvaccinated children also put other children at risk
  • Availability heuristic
    A mental shortcut that relies on immediate examples that come to a given person's mind when evaluating a specific topic, concept, method, or decision
  • The availability heuristic is inherently biased toward recently acquired information
  • Studies have found contradictory results on various medical topics, such as the safety and effectiveness of hormone-replacement therapy, the benefits of vitamin supplements, the effectiveness of low-carb vs high-carb diets, the efficacy of back surgery, and the effects of secret prayer on cardiac patients
  • The Attention Economy is made up of more information than we can pay attention to, and a lot of conflicting information
  • The author is referring to scientific literature, rather than other non-specialist publications like newspapers and websites, when discussing contradictory evidence
  • Science
    Enormously complex and ever-changing, but depends on just a few very simple principles
  • Scientific theory
    • No scientific theory is absolute – it is simply the best we have so far
    • There is always the possibility than it can be disproven and/or replaced with a better theory
  • Falsifiability
    Any theory, claim or idea that cannot be tested (and re-tested) cannot be considered scientific
  • Anything that does not conform to the principles of no absolute theories and falsifiability is not science
  • Alternative "medicines" sold in health shops have typically not been tested for either effectiveness nor safety
  • Naturalistic fallacy
    The faulty assumption that everything in nature is moral by default
  • Double-blind clinical trial

    Giving two groups of people a treatment: Group A (the treatment group) receives an actual drug, while Group B (the control group) receives a dummy treatment (something with no active ingredients, usually a sugar pill)
  • If a statistically significant number of people in Group A experience the desired effect of the drug, then the treatment has passed its test, and may be considered safe for its intended market
  • If a large number of people in Group B also claim to be experiencing the benefits of the drug, even when they have only taken sugar pills, then this is known as the placebo effect
  • Every drug (and scientific theory) must be falsifiable
  • Pseudoscience
    Something pretending to be science, but cannot be tested or falsified
  • Observational studies can be useful for establishing a correlation between two phenomena, but do not prove causation
  • Misguided notions about correlation and causation can contribute negatively to our health, as seen with the tobacco industry's attempted denial of the causal link between smoking and lung cancer
  • Tools for skeptical thinking (from Carl Sagan)
    • Independent confirmation of the "facts"
    • Encourage substantive debate on the evidence by knowledgeable proponents of all points of view
    • Arguments from authority carry little weight
    • Spin more than one hypothesis
    • Don't get overly attached to a hypothesis just because it's yours
    • Quantify
    • Every link in a chain of argument must work
    • Occam's Razor (choose the simpler hypothesis)
    • Always ask whether the hypothesis can be falsified