Science & Stats Flashcards

1
Q

What is ‘argument of authority’?

A

If someone important theorises something, even if it is not backed up by evidence and therefore incorrect, people will still believe it because it came from an authority figure. The opinion of an authority is used as evidence.

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2
Q

What is ‘ad hominem’?

A

Attacking the researcher instead of the evidence.

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3
Q

What is ‘appeal to antiquity’?

A

Claiming an idea is correct because it has existed for a long time.

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4
Q

What is the replication crisis?

A

Often, studies are not replicable - even if they are following the exact same method, the replicability is very low.

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5
Q

What are ‘weasel words’?

A

Vague or misleading information.

e.g. “scientists say that…”, “clinical studies have shown that…”, “this medicine may help with…”, “we have no plans to…”

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6
Q

What is the pragmatic fallacy?

A

Something is true because something else works.

e.g. “acupuncture works” - chi meridians are unblocked, “psychotherapy works” - talking about your childhood unlocks the unconscious

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7
Q

What is an anecdote?

A

An interpreted story, with little scientific validity and a very small sample size. Only details that are consistent with the explanation are recorded, and it becomes more biased over time with more retellings.

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8
Q

What is a correlational study?

A

A correlational study occurs when you have at least two measurements per participant. There is no manipulation, just measurement.

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8
Q

What is a case study?

A

A more scientific study than an anecdote, with a small sample size. All details are recorded. It consists of actual data and evidence and therefore is far scientifically superior to anecdotes.

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9
Q

How many IVs are randomly allocated in a true experiment?

A

all of them

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10
Q

How many IVs are randomly allocated in a quasi-experiment?

A

at least one

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10
Q

How many IVs are randomly allocated in a correlational study?

A

none

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11
Q

What is random allocation?

A

When participants are placed into a condition at random.

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12
Q

What is random selection?

A

When participants are chosen from the general population at random.

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13
Q

What is the difference between internal and external validity?

A

Internal validity relates to how certain we are that the changes in the IV caused the changes in the DV. External validity is the extent to which our results can be generalised to the greater population.

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14
Q

What is the experimental hypothesis?

A

What we expect to happen if the theory is true.

15
Q

What is the null hypothesis?

A

The hypothesis of no effect; the experimental hypothesis is wrong.

16
Q

What is the confirmation bias?

A

Seeking only information that confirms existing beliefs.

17
Q

What bias is the Wason card selection task an example of?

A

Confirmation bias

18
Q

What is the difference between the raw score distribution and sampling distribution?

A

The raw score distribution is made up of raw scores. The sampling distribution is made up of sample means (if the experiment was run over and over again and the mean of each was used.

19
Q

What is a type 1 error?

A

The probability of rejecting a null hypothesis which is true (same as the significance level).

20
Q

What is a type 2 error?

A

The probability of retaining a false null hypothesis.

21
Q

What is statistical power?

A

The probability of rejecting a false null hypothesis; finding an effect of a particular size, given a particular sample size.

1 - ß
(1 - type 2 error)

22
Q

How does effect size affect statistical power?

A

A small effect size = low statistical power.

23
Q

How does variability affect statistical power?

A

Less variability (smaller standard deviation) means less overlap for the same effect size so the statistical power is higher.

24
Q

How does sample size affect statistical power?

A

Larger sample size = less variability = higher statistical power.

25
Q

What is the difference between statistical and practical significance?

A

Statistical significance is how likely the effect was due to chance or arose from a true underlying effect. Practical significance relates to the actual usefulness of the effect, and if it’s worth investigating further.

26
Q

What is ‘appeal to ignorance’?

A

“If your theory is not 100% certain, then mine must be true.”

27
Q

What is denialism?

A

Finding a few imperfections in a theory is interpreted is disproving every aspect of the theory.

28
Q

What is a false dichotomy?

A

Attacking one perspective is taken as evidence supporting another. Extremely black and white.