Types of Data Flashcards

1
Q

What’s qualitative data?

A

Data which is displayed in words and is non-numerical

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2
Q

+/- qualitative

A

+rich and depth detail
+allows ppts to greater develop their opinion hence greater external validity
+more meaningful insight into the ppts views

-difficult to analyse
-difficult to make comparisons with other data
-researcher bias presented as conclusions rely on the subjective interpretations of the researcher

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3
Q

What’s quantitative data?

A

Data that’s displayed numerically

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4
Q

+/- quantitative

A

+can be analysed statistically so can be converted to graphs or charts
+east to make comparisons with other data

-lack of depth and detail
-no meaningful insight into ppts
-ppts aren’t able to develop their ideas

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5
Q

What’s primary data?

A

When info is obtained it’s first hand by the researcher

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6
Q

+/- primary data

A

+targets the exact info the researcher needs
-more time and effort
+can be expensive

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7
Q

What’s secondary data?

A

When info is collected by someone else but is used by the researcher for their own investigation

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8
Q

+/- secondary data

A

+expensive
+requires minimal effort to collect

-the data could be outdated and incomplete
-nah not be reliable

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9
Q

What’s a meta-analysis?

A

When a researcher combines results from many different studies and uses it to form an overall view of the subject they’re investigating

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10
Q

+/- meta-analysis

A

+more generalisable
+researcher is able to view the evidence in more confidence as there’s a lot of it

-publication bias ——> researcher leaves out info that gives negative results

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11
Q

3 measures of central tendency

A

Mean
Median
Mode

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12
Q

What’s the mean

A

Total of all values divided by how many there are

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13
Q

+/- mean

A

+Makes use of all values
+Good for interval data
-influenced by outliers can be unrepresentative

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14
Q

Median

A

Central value

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15
Q

+/- median

A

+not affected by extreme scores
+good for ordinal data
-doesn’t use all values so isn’t as sensitive

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16
Q

Mode

A

The most frequent value in a set of data

17
Q

+/- mode

A

+useful for nominal data
-isn’t useful when they’re several modes

18
Q

What are the 2 measures of dispersion

A

Range
Standard deviation

19
Q

Range

A

Minus lowest and highest scores

20
Q

+/- range

A

+easy to calculate
-affected by extreme values
-doesn’t use all data

21
Q

What’s a standard deviation?

A

Calculated by subtracting each value from the mean and squaring the difference and finding the sum of the square

22
Q

+/- standard deviation

A

+precise measure as all data is taken into account
-difficult to calculate
-affected by extreme values

23
Q

What are bar charts used for?

A

Discrete data ——> data that’s been divided into categories
Frequency ——> Y/vertical axis
Categories ——> X/horizontal axis

24
Q

What are histograms used for?

A

Continuous data

25
Q

What are line graphs used for?

A

Points connected by lines to show the change in values

26
Q

What are scattergrams used for?

A

To show associations between co-variables ——>used for correlations

IV x-axis
DV y-axis

27
Q

What’s a normal distribution?

A

A symmetrical pattern of frequency data that forms a bell-shaped pattern

28
Q

What’s a skewed distribution

A

A spread of frequency data that’s not symmetrical but instead clusters at one end
Positive - concentrated on the right
Negative - concentrated on the left

29
Q

What’s a peer review?

A

The assessment of scientific work by experts in the same field ——> makes sure research is published to a high quality

30
Q

What’s the main purpose of the peer review?

A

It’s worthwhile so funding can be allocated to it
Validate the relevance and quality of research
Suggest possible improvements or amendments to the research study