Research Methods Flashcards

1
Q

Statistical testing

A

Used to determine the likelihood that a relationship has been found due to chance
It determines whether a hypothesis should be rejected or accepted

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2
Q

Spearman’s Rho

A

Use for testing correlation
When data is ordinal
Pairs of scores

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3
Q

Pearson’s R

A

Use when testing correlation
Data is interval
Pairs of scores

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4
Q

Mann-Whitney

A

Use when independent measures design
Data is ordinal
Testing for difference

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5
Q

Unrelated T-test

A

Use when independent measures design
Data is interval
When testing for difference

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6
Q

Wilcoxon

A

Use when repeated measures/matched pairs
When data is ordinal
Testing for difference

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7
Q

Related T-test

A

Used when repeated measures/matched pairs
When data is interval
To test for difference

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8
Q

Chi-Squared

A

Use when independent groups design
Data is nominal and data within each category is independent
Used to test for association/difference

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9
Q

Nominal Data

A

Represented in the form of CATEGORIES e.g small or tall
Participants cannot be in more than one category which makes the data discrete
It is the crudest and least informative type of data as it does not have a numerical result for each participant

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10
Q

Ordinal Data

A

Represents data in PLACE ORDER e.g 30 students would be numbered with the tallest being 30 and the smallest being 1
A strength is that the intervals are equal however the intervals are not equal between each unit
It is criticised as being based on subjective opinion rather than on objective measures

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11
Q

Interval Data

A

Based on STANDARDISED measurements e.g weight or time

The most informative and accurate data

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12
Q

Significance level

A

“p<0.05” means that the probability of the results occurring by chance is less than 5 times in 100

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13
Q

Null Hypothesis

A

States there is no difference/association between variables

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14
Q

Type One Error

A

When the researcher rejects the null hypothesis (accepts the alternative hypothesis) when in fact the effect is due to chance
Known as error of optimists

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15
Q

Type Two Error

A

When the researcher rejects the alternative hypothesis (or accepts the null hypothesis) when in fact the results occurred due to chance
Referred to as error of pessimists

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16
Q

One tailed test

A

Used when the hypothesis is DIRECTIONAL

If previous research has been conducted to suggest the direction of the results it is used

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17
Q

Two tailed test

A

Used when the hypothesis is NON-DIRECTIONAL

If no previous research has been done to suggest the direction of the research, a two tailed test is used

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18
Q

Case study

A

A detailed study about an individual or a group of individuals that is either LONGITUDINAL or RETROSPECTIVE

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19
Q

Strength and Weakness of a Case Study

A

It gives a lot of depth and understanding of the individual and allows us to investigate a situation that could not be set up for ethical reasons

If is difficult to replicate therefore it is difficult to say whether or not it is reliable. The findings can also not be generalised

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20
Q

Content Analysis

A

A technique of analysing qualitative data
It is an indirect way is studying behaviour by analysing the communications the individual has used such as texts or emails
It uses coding to get quantities data from qualities data
By identifying categories e.g. words or phrases, the researcher then goes through the communications and uses a tally chart to go through and look for examples

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21
Q

Evaluation of Content Analysis

A

It is easy to perform and doesn’t require contact with the participant
HOWEVER
It is descriptive and just not show the underlying reasons for the behaviours. Reasons may be attributed to the author which were not intended

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22
Q

Thematic Analysis

A
Involves assessing data to identify patterns within it. For example, a thematic analysis of the portrayal of the mentally ill in the press may involves looking at themes such as "they drain NHS resources".
It has 6 stages:
Familiarisation 
Coding
Searching for themes
Reviewing themes by collecting new data
Defining and naming themes
Writing up
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23
Q

Assessing Reliability

A

Test-Retest
Inter-observer reliability
Split-half method
Questionnaire

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24
Q

Test-retest

A

Tests for EXTERNAL reliability
It involves getting the same participants to perform he same tests after a time delay.
If the results are similar then the test would be deemed reliable

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25
Inter-Observer Reliability
Used to assess the reliability of OBSERVATIONS Could be measured by getting two observers the observe the phenomena A strong correlation of scores (0.8) would suggest that the observation was reliable
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Split-Half method
Tests for INTERNAL reliability | Involves splitting the test in half and if the results are similar on each side it is deemed reliable
27
Improving reliability
In observational research, the observer could gain more training Or create a clear criteria for behaviours categories
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Internal Validity
Whether or not it measures what it is suppose to measure i.e the effect of the IV on the DV Reduced by demand characteristics and investigator effects
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External Validity
Comprised of ecological and temporal validity: ECOLOGICAL- the extent to which findings can be generalised to other situations and settings TEMPORAL- whether findings can be generalised to other historical times and eras
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Ways of assessing validity
Content Validity Face Validity Concurrent Validity
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Content Validity
Involves independent experts assessing the validity of the measuring instrument concerned
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Face Validity
Scrutinising a measure to determine whether it appears to measure what it intends to"on the face of it"
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Concurrent Validity
Correlating the scores from the new procedure with an alternative for which validity has already been established A positive correlation would suggest the procedure is valid
34
Improving Validity
INTERNAL=Single and double blind techniques Single Blind- participants do not know which condition they are in Double Blind- both participant and research do not know which condition participants are in EXTERNAL= could use a variety of locations e.g Milgram However, improving internal validity could come at the expense of the external validity
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Sign Test
When using repeated measures Data is nominal Looking for difference
36
What is the experimental method?
Aims to determine cause and effect through the manipulation of variables
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4 types of Experimental Methods
Lab experiment Field experiment Natural experiment Quasiexperiment
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Lab experiment
Takes place in carefully controlled conditions rather than the real world and the IV is manipulated Strength: control of variables means you can see the effect of IV on DV Weakness: due to the controlled conditions, it lacks ecological validity and cannot generalise findings
39
Field experiment
An experiment that is not done under carefully controlled conditions but in the real world and the IV is manipulated Strength: due to it being in the real world it have ecological validity and the findings can be generalised Weakness: it lacks control of variables so there may be other variables affecting the DV
40
Natural experiment
An experiment which the IV is NATURALLY OCCURRING and not manipulated Strength: it allows the researcher to study situations which are unable to be set up for ethical reasons Weakness: lacks control of variables which may affect the DV
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Quasiexperiement
An experiment which the IV already exists e.g gender, age and the IV is not manipulated Strength: it allows research of areas not available to set up for ethical reasons Weakness: lacks control of variables
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Self-Report Techniques
Involves participants being asked their own opinion beliefs or attitudes on a subject Includes questionnaires and interviews
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Questionnaire
Involves participants recording their answers to a set of written questions
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Interview
Involves participants answering questions from the researcher verbally
45
Strengths and weakness of questionnaire
Strength: People may feel more comfortable disclosing their beliefs rather than speaking verbally Participants can answer without the investigator being present which reduces experimenter bias Weakness: If participants do not understand a question, they cannot ask someone and so may answer wrong. This can be a problem when analysing the data
46
Strength and weakness of interview
Strength: If participants do no understand a question they can ask the researcher to explain which helps them answer correctly Weakness: Due to social desirability, participants are more likely to talk more favourably of themselves
47
Structured interview+evaluation
Researcher asks the participant a set of pre-determined questions in a fixed order Strength: It can easily replicated which means it increases reliability Weakness: Due to it having fixed questions, the researcher may not get as much insight which reduces validity
48
Unstructured interview+evaluation
This is like a conversation with the participant where the questions are not pre-determined on in a fixed order Strength: Due the researcher being able to get more of an insight, it improves the validity Weakness: It is difficult to replicate which reduces the reliability
49
Correlation
A method of studying the association/relationship between 2 variables Due to not manipulating variables, it does not infer cause and effect Data is displayed on a scattergram Correlational analysis involves working out the extent of the relationship through finding the co-efficient
50
Strength and weakness of correlations
Strength: It is an ethical way or research as it does not require manipulating variables Weakness: Due to not manipulating variables, it is unable to find cause an effect as it is not certain which variable impacts the other
51
Co-Variables
The variables studied in a correlation | They are not referred to as IV and DV because the study looks for the relationship between rather than cause and effect
52
What is an observation? Name the 6 types
``` An observation involves watching and recording behaviour e.g. how children play Naturalistic Controlled Overt Covert Participant Non-Participant ```
53
Naturalistic observation + evaluation
Watching and recording behaviour in real world situations Strength: People are likely to behave how they normally would+there are low demand characteristics Weakness: There is a lack of control of extraneous variables which may affect the results
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Controlled Observation + Evaluation
Observation done in a structured environment e.g. Strange situation Strength: Control over extraneous variables Weakness: Lacks ecological validity
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Covert observation + evaluation
The participants do not know and have not given consent to being observed Strength: Validity will be increased as the participants will act naturally Weakness: it is unethical as participants haven't given consent to be watched and observed
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Overt observation + evaluation
Participants do know and have given their consent to be observed and recorded Strength: It is ethical as consent is given Weakness: the validity decreases as the participants may not act natural
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Participant observation and evaluation
Where the researcher becomes a member of the group they are watching and recording Strength: The investigator can get more of an insight which increases validity Weakness: the researcher may lose their objective and 'go native' by becoming more like the participants than the researcher
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Non-Participant observation + evaluation
The researcher does not become a member of the group being observed Strength: The researcher can retain their objectivity and be impartial Weakness: It may lack validity because they cannot achieve as much of an insight
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Aim
A general stat,net about the purpose of a piece of research e.g to see the effect of caffeine on memory
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Hypothesis
A clear and precise statement about the research with operationalised variables
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Directional Hypothesis vs Non-Directional
Directional hypothesis states the direction of the results | Non-directional does not predict the direction of the results
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Extraneous vs confounding
Extraneous is any variable other than the IV that could affect the DV if it is not controlled Confounding variable is an uncontrolled variable that HAS affected the results
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Independent and Dependent variable
Independent: manipulated to see the effect with will have on the DV Dependent: affected by the IV
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Demand Characteristics
Features of a piece of research that enables the participants to work out the aim/hypothesis Participants may then change their behaviour to frustrate the aim This is more likely in repeated measures swing and when repeating historical research
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Investigator affects
When the researches behaviour characteristics influence the research in some way; this includes the presence of the researcher For example, the researcher may expect a certain result and therefore unconsciously communicate this to the participant by smiling at a right answer
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Randomisation vs Standardisation
Randomisation: the use of chance when designing materials and deciding the order of conditions Standardisation: involves giving the participants the exact same instructions and procedures in a research study
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3 types of experimental designs
Independent groups Repeated measures Matched pairs
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Independent groups + evaluation
The participants are either in the control or the experimental condition Strengths: -There are no order effects so there will be no improvement -The same test np an be used for both groups Weakness: -There are difference people in each groups therefore one group may be better than the other naturally -Requires more participants
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Repeated measures
Involves all participants experiencing both conditions Strengths: -There are no participant variables as participants take part in both conditions -Requires less participants Weaknesses: -There are order effects as having done the test once, they may be better a second time -Two tests would be needed
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Matched pairs
Participants in one condition is matched with a participant in the other condition as closely as possible e.g age or gender Strength: -There are no order effects or participant variables Weakness: Participants can never be matched exactly therefore there will be participant variables
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What is a peer review?
The process by which a psychological research papers are subject to independent scrutinising by other psychologists working in a similar field; before publication. It is considered in terms of its validity, significance and originality
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Evaluation of a peer review
Strengths: -It is difficult for the researcher to spot every mistake in their research -It ensures research will be taken seriously because it has been scrutinised by other researchers Weaknesses: -Bias can influence whether the research is published -If the research is not consistent with previous findings, it is less likely to be published. For example, Garcia and Koellings work on classical conditioning wasn't published but later was found to be true
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Ethical Issues
Informed consent Right to withdraw Confidentiality Protection from harm
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Resolving ethical issues
Right to withdraw: Participants should be reminded of their right to withdraw before the research begins and also if they shown signs of distress during procedure Confidentiality: Participants details should remain private and any identifiable details should not be published