correlations Flashcards

1
Q

What is a correlation?

A

a type of research method or a statistical technique

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2
Q

What is a statistical technique?

A

a way to measure the strength of a relationship

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3
Q

What does a correlation measure?

A

the relationship between variables

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4
Q

How does a correlation differ from other research methods?

A

it measures a relationship rather than a difference

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5
Q

What are the 3 main types of correlation?

A
  • positive
  • negative
  • no
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6
Q

What is a positive correlation?

A

an uphill direction and when one variable increases the other also increases

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7
Q

What is a negative correlation?

A

a downhill direction and when one variable increases but the other decreases

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8
Q

What does it mean when there is no correlation?

A

when there is no clear trend or direction between variables

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9
Q

How are correlations often represented?

A

scatter graphs

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10
Q

What is a strength of a scatter graph?

A

easy to analyse

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11
Q

What do you have to do for the axis of a scatter graph?

A

operationalise

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12
Q

What do you have to include in the title of a scatter graph?

A
  • include both variables
  • ‘a scatter graph graph to show a relationship between’
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13
Q

What should be included on every scatter graph?

A

a line of best fit

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14
Q

What are the aspects of a line of best fit?

A
  • straight line
  • middle of all points
  • not touching axis origin
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15
Q

What is the purpose of a line of best fit?

A

determines the direction and the strength of a correlation

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16
Q

What is a correlation coefficient?

A

a result from a statistical test

17
Q

What are the three adjectives to describe a correlation?

A

1- strong
2- moderate
3- weak

18
Q

How do you determine the strength of a correlation?

A

the closer the data points to the line of best fit the stronger the correlation

19
Q

What does a correlation of 1 or -1 indicate?

A

strong correlation

20
Q

What does a correlation of 0.5 indicate?

A

moderate correlation

21
Q

what does a correlation of 0.1 (below 0.5) indicate?

A

weak correlation

22
Q

What are the strengths of a correlation?

A
  • good starting point
  • good to investigate unethical or impractical topics
23
Q

What are the weaknesses of a correlation?

A
  • cannot establish causality (no cause and effect (no IV))
  • 3rd variable problem