Research methods

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Last updated 1:21 PM on 4/19/26
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32 Terms

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Experimental method

Scientific approach = allows researchers to establish cause-and-effect relationships

Systematically manipulating variables whilst maintaining strict control over other factors

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Operationalisation

Converting abstract concepts into measurable variables

Memory → word list

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Extraneous variables

Any factors that might affect DV (apart from IV)

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Confounding variables

Uncontrolled extraneous variables can skew results

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Types of extraneous variables

Participant → individual differences between participants = age, personality traits, prior experience

Situation → environmental factors in experimental setting = time of day, noise

Experimenter → characteristics of researcher that may influence results = age, appearance, personality

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Demand characteristics

Participants deduce aim of study or expected outcomes and change behaviour due to wanting to do what is right or purposely skew results

Unnatural behaviour due to nerves, evaluation anxiety, or displaying socially desirable responses

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Investigator effects

Changes in participant behaviour due to the researcher's actions, biases, or characteristics → comfort, ethnicity, tone

Unconscious bias in data interpretation → find evidence that supports their expectations

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Single blind procedure

Participants do not know which experimental condition assigned to → reduce demand characteristics

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Double blind procedure

Participants + researcher do not know which experimental condition assigned to → reduce demand characteristics + investigator bias

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Types of experiment: laboratory

Controlled environment = allow manipulation of IV + controlling potential confounding variables

+ Facilitate replication

+ Establish cause and effect

+ High control = high internal validity

- Low ecological validity

- May have demand characteristics

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Types of experiment: field

Real world settings

IV remains manipulated by experimenter

Other variables controlled as much as possible

+ High ecological validity

+ No demand characteristics

- Less control over extraneous variables = difficult to establish cause and effect

- Difficult to replicate

- Ethics arise → participants are unaware + IV is manipulated

- Sample bias → participants aren’t randomly allocated to groups = may not be comparable to others

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Types of experiments: natural

IV varies naturally

Researcher records effect on DV without direct manipulation of variables

+ Good when manipulating IV would be unethical → poverty or trauma affects on development

+ High ecological validity

+ No demand characteristics

- Less control over extraneous variables = difficult to establish cause and effect

- Difficult to replicate

- Sample bias → participants aren’t randomly allocated to groups = may not be comparable to others

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Types of experiments: quasi

Researchers cannot freely manipulate IV

Cannot randomly allocate participants to different conditions

Often examine naturally occurring variables → gender differences, males + females are compared on various measures

+ Good when manipulating IV would be unethical → poverty or trauma affects on development

+ Useful for real-world applications

+ - Moderate ecological validity

- Limited ability to establish cause and effect

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Observational techniques

Methods used to observe and record behaviours without direct manipulation of variables

May include naturalistic or controlled observations and offers insights into real-world behaviours

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Types of observations: naturalistic

Observing + recording behaviour in environment where it would typically take place, without any interference from the researcher

+ High external validity because findings can often be applied to everyday life, as behaviour is studied in its natural context

+ Participants behave authentically since the environment is familiar

- Difficult to replicate due to lack of control over the research situation

- Many uncontrolled extraneous variables can make it challenging to identify clear patterns of behaviour

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Types of observations: controlled

Observing and recording behaviour in a structured setting where the researcher manages certain aspects of the environment or variables

+ Allows for replication due to controlled conditions = less extraneous variables

- Lower external validity as the environment may not reflect real-life situations

- Risk of demand characteristics where participants alter behaviour because they know they are being observed = Hawthorne effect

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Types of observations: covert

Participants' behaviour is observed and recorded without their awareness or permission

+ Eliminate participant reactivity (where knowledge of being observed changes behaviour)

+ Ensure natural behaviour is captured

+ Increase the validity of collected data = no Hawthorne effect

- Ethical concerns

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Types of observations: overt

Observing and recording participants' behaviour after obtaining their knowledge and informed consent

+ No deceptive ethical issues

- May lead to ppt reactivity = Hawthorne effect

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Types of observations: participant

Researcher joins and becomes part of the group they are studying

+ Provide researchers with direct experience of the situation

+ Offer increased insight into participants' lives and behaviours

+ May enhance the validity of findings through deeper understanding

- Risk of the researcher losing objectivity by identifying too strongly with the group

- The phenomenon of "going native" can occur when the boundary between researcher and participant becomes unclear

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‘Going native’

Observer identifies with ppts too much = may cause them to lose objectivity → skewing results ~ may defend or justify group instead of analysing

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Types of observations: non-participant

Researcher maintaining distance from the group being studied, observing from the outside

+ Reduces risk of going native

- May limit the understanding of group

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Fundamental limitation of observational methods

Inability to establish cause and effect

Only correlations between variables

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Observational design: behavioural categories

Dividing complex target behaviours into smaller, observable components that can be accurately measured and recorded

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Observational design: event sampling

Researchers identify a specific target behaviour and then systematically record every single occurrence of that behaviour throughout the observation period

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Observational design: time sampling

Establishing fixed time intervals (~ every 30 seconds) and recording what behaviour is occurring at those predetermined moments

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Observational design: why use behavioural categories, event sampling or time sampling?

Form the foundation of systematic observational research, allowing researchers to transform complex behaviours into measurable, quantifiable data that can be analysed statistically

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Observational design: unstructured design

Record everything observed

+ Rich data

- Hard to record everything comprehensively

- Only works for small scale observations

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Observational design: structured design

Predetermined behavioural categories and systematic sampling methods

+ Easier than unstructured

+ Allows for larger scale studies

- Less rich data

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Observational design: criteria for behavioural categories

  • Observable - directly visible without interpretation

  • Measurable - capable of being quantified

  • Self-evident - clear without additional explanation

  • Comprehensive - covering all possible forms of the target behaviour

  • Exclusive - non-overlapping to avoid confusion between similar behaviours

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Self report techniques: questionnaires

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