Data analysis Flashcards

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1
Q

What is qualitative data

A
  • language based data collected through interviews, open questions and content analysis
  • gathered in wirtten form- words!
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2
Q

What is quantitative data

A
  • collected through analysing numerical data

- gathered in numerical form- numbers

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3
Q

Strengths of quantitative data

A
  • gives objective numerical data
  • easy to compare findings and draw conclusions
  • can predict trends and patterns
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4
Q

Weaknesses of quantitative data

A
  • no emotions/feelings to understand the experience
  • no real detail or personal insight
  • data collected in artificial settings
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5
Q

Strengths of qualitative data

A
  • allows researchers to develop insights into the nature of subjective experiences, opinions and feelings
  • real feel for emotions
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6
Q

Weaknesses of qualitative data

A
  • time consuming to analyse

- not often replicable

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7
Q

What is data

A

information gathered during the course of a study

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8
Q

What is triangulation

A
  • using a combination of quantitative and qualitative data

- first use qualitative and then quantitative

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9
Q

What are the 4 stages of conducting an experiment

A

1) causal observations about a feature of the world
2) these observations will then form a theory
3) theories will produce a number of further explanations
4) experimenter sets out to support or challenge the hupothesis

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10
Q

What is raw data

A

information gathered during research before any analysis has been done

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11
Q

What is the nominal

A

data allocated to category headings and frequency data collected for each named heading

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12
Q

What is the ordinal

A

involves the ability to rank the individuals measurements into place order

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13
Q

What is the interval

A
  • the most sensitive numerical data

- based on standardised data

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14
Q

What are descriptive statistics

A

refers to the different ways a data set can be summarised

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15
Q

What are measures of central tendency

A

any way in which a type of average is calculated showing the mid point or finding a typical value from the middle of the data set

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16
Q

What is a normal distribution curve

A
  • name for the bell shaped symmetrical curve that often forms a view of psychological data
  • mean is mid point
  • median and mode either side
17
Q

What is a negative skew on a normal distibution curve

A

where the mean is less than the median and mode

18
Q

What is a positive skew on a normal distibution curve

A

where the mean is more than the median and mode

19
Q

What are measures of dispersion

A
  • show how scores in a set are spread out

- tells us whether the scores are similar to one another or whether they vary

20
Q

What is the mean

A

the most sensitive measure of central tendency because all scores are used to calculate it
+more sensitive than median
-misrepresentative if there is an extreme value

21
Q

What is the median

A

the central measurement of the set once all scores have been rank ordered
+not affected by extreme score so gives a representative value
-less sensitive than mean- does not take into account all the values

22
Q

What is the mode

A

the most frequently occurring score
+useful when data is in categories
-not a useful way of describing data when there are several modes

23
Q

What is the range

A

a measure of dispersion that gives an indication of how far the scores are spread out
+quick and easy to calculate
-affected by extreme values

24
Q

What is standard deviation

A

-a more sensitive measure of dispersion
-the spread of scores around the mean
-every score is used to caluclate this measurement
+it is a precise measure of dispersion because all values taken into account
-much harder to calculate than the range