Unit 3 Flashcards

1
Q
A
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2
Q

What are single-case designs also known as?

A

within-subject replication designs or N=1 designs, time series designs…

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3
Q

What is the main characteristic of single-case designs?

A

successive recording over time of the behavior of a single case (N=1) or a small group before, during and in some cases after the withdrawal of treatment in highly controlled situations

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4
Q

Do single-case desings use averaged data from groups?

A

no

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5
Q

What do single-case designs share with experimental designs?

A

the manipulation of the IV and the control of extraneous variables

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6
Q

What does the use of single-case designs represent in the field of clinical psychology?

A

an alternative approach that adressed some of the problems posed by group designs

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7
Q

What are some problems by group design?

A
  • difficulty of finding a relatively large number of individuals with the same characteristics or clinical problem
  • ethical issues associated with use of untreated CG or placebos
  • use of averaged data that could affect individual resonses to treatement
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8
Q

What do the steps in the basic procedure of single-case designs consist of?

A
  • Baseline Phase (Phase A)
  • Introduction of Intervention (Phase B)
  • Monitoring and Data Collection
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9
Q

What 3 parts can Single-case Experimental Designs be divided into?

A
  • Basic model (A - B)
  • Reversal (A-B-A, A-B-A-B, B-A-B - multiple intervention designs)
  • Non Reversal (Changing criterion, multiple baseline - behavior, subjects, situations)
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10
Q

What are the 2 phases of the basic model of the single-case design?

A
  • Phase A (baseline): repeated measures of the DV are taken in the absence of treatment
  • Phase B (treatment): measures of the DV still taken - but in presence of intervention or treatment (IV)
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11
Q

How is Data collected in the Basic model of the single-case design?

A

throughout both the baseline and intervention phases, data are collected systematically to measure participants behavior or outcome variable
-> may include direct observation, self-report, measures, physiological assessments or other appropriate measure depending on the nature of the study

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12
Q

basic model of the single-case design

What are some possible cofounding variables challenging the internal validity in the basic model of the single-case design?

A
  • history
  • maturation
  • reacitivtiy to the research situation
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13
Q

basic model of the single-case design

How can the threats to internal validity of the A-B design be adressed?

A

by implementing a reversal:
adding a phase in which the treatment is withdrawn

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14
Q

reversal design, design (A-B-A)

What do researchers do in the Reversal designs?

A

they alternate between baseline phases (A) and treatment phases (B) to assess the impact of the intervention on the participants behavior

-> treatment is introduced after observing the participants behavior during the baseline phase A, treatment is introduced, monitoring any changes in behavior B
-> after treatment phase is completed the intervention is withdrawn and participants behavior is observed again during second baseline phase A

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15
Q

reversal design, design (A-B-A-B)

what is the design used for?

A

to evaluate the effectiveness of an intervention or treatment by repeatedly introducing and withdrawing the treatment over different phases
-> consists of four phases

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16
Q

reversal design - Design (B-A-B)

What is done in the B-A-B design to verify the effectiveness of the treatment?

A

treatment is temporarily interrupted and any changes in the behavior under study are checked
-> subsequently the treatment is reintroduced

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17
Q

reversal design - Design (B-A-B)

What is the underlying logic to establish the effectiveness of the treatment?

A

taht its withdrawal should cause a disruption in the level or trend
-> if changes in level/trend of behavior coincide with the phases of withdrawal, empirical evidence to confirm what is expected in the hypothesis

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18
Q

reversal design - multiple intervention design

What is a multi-intervention design?

A

a research approach where multiple interventions or treatments are applied to study their effects on a particular outcome or variable of interest

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19
Q

reversal design - multiple intervention design

what may participants receive in this design?

A

different treatments or interventions sequentially or concurrently
-> allowing researchers to compare the effects of each intervention individually as well as in combination
e.g. A-B-A-C-A and another one A-C-A-B-A

20
Q

What are the main problems with the reversal design in a single-case study?

A

that it may not provide storng evidence for causality
-> Generalizability: may not be generalizable
-> Ensuring stability of baseline can be challenging
-> Irreversibility: some interventions may have irreversible effects - impossible to return to baseline
-> Ethical considerations: repeatedly withdrawing an effective treatment during reversal phase may pose ethical concerns

21
Q

Reversal design

How can we deal with irreversibility in reversal design?

A
  1. partial reversibility
  2. alternative baseline
  3. multiple baseline design
  4. alternating treatments design
22
Q

reversal design - dealing with irreversibility

What is partial reversibility?

A

if intervention partially reversible: consider implementing modified version of intervention during reversal phase

23
Q

reversal design - dealing with irreversibility

What is Alternative baseline?

A

instead of returning to original baseline condition: establish new baseline by introducing different condition that approximates the pre-intervention state as closely as possible

25
# reversal design - dealing with irreversibility What is Alternating treatments design?
instead of relying solely on reversal phase: using an alternating treatment design where different interventions are implemented in a randomized or systematic manner
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# Non-reversal designs What is the Changing Criterion Design (CCD)?
in CCD, the intervention is implemented gradually across different phases, with each phase featuring a new criterion for the behavior
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What does the Changing Criterion Design allows researchers to assess?
the effectiveness of the intervention by observing changes in behavior as the criteria for success are systematically modified
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What are the phases of the Changing Criterion Design (CCD)?
1. Baseline Phase: Behavior is observed and recorded to establish a stable baseline 2. Intervention Phase: target behavior is reinforced according to specific criteria 3. Criterion Change Phase: criteria for target behavior are gradually altered to assess interventions effects under different conditions 4. Maintanence phase: once final criterion is reached, interventions effects are evaluated over time to determine if behavior change is sustained
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What does the Changing Criterion Design (CCD) provides?
a systematic way to evaluate the impact of interventions on behavior -> allows researchers to draw conclusions about the effectiveness and generalizability of interventions in applied settings
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# Changing Criterion Design (CCD) What happens, if the desired behavior change is not achieved after one process?
the process can continue with additional intervention phases and criterion changes
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# Changing Criterion Design (CCD) What is actually carried out in the design?
a progressive application of the treatment which can be considered as a series of A-B designs
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# Non-reversal designs What are multiple baseline designs?
involves implementing the intervention across multiple behaviors, settings or conditions with staggered start times for each baseline and intervention phase
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# Non-reversal designs What does the Multiple baseline design allow researcher to?
to assess whether changes in behavior are specifically due to the intervention rather than other factors
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# Non-reversal designs What can the Mutiple Baseline Design be understood as?
an extenson of A-B designs as they follow this procedure: 1. Multiple Behaviors, Settings or Individuals: interventions applied to multiple targets 2. Staggered Baselines and Interventions: each individual has own baseline phase 3. Monitoring and Intervention 4. comparison across baselines
35
# Non-reversal designs What is the multiple baseline design?
if each behavior is considered separately, we can see how procedure resembles that of A-B design -> phase A is extended for each behavior until the treatment is applied Behavior 1: A B Behavoir 2: A A B Behavior 3 A A A B
36
# Non-reversal designs - multiple baseline design When is the treatment considered to be effective?
when after its application it causes a change in the treated behavior while the other behaviors remain relatively stable
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# Overview What are the key characteristics of single-case experimental designs and how do they differ from group designs in research methodology?
single case experimental designs focus on individual cases, have repeated measurements, use pre and post experimental measurements and are often used in clinical research
38
# Overview How does ABAB design differ from other single-case experimental designs and what are its advantages and limitations?
as we investigate what happens once the intervention is removed, to see how much of effects will remain without intervention method in a way to better see the depth of the intervention -> limitations of this are the added extraneous variables and the missing situations that we cannot control
39
# Overview What are some common threats to internal validity in single-case experimental designs and how can researcher mitigate these threats?
there are 8. history, maturation, instrumentation, how testing is being done, selection bias, mean regression, social interaction and attrition in the subjects -> can be mitigated by taking into account these threats can occur and taking extra precautions e.g. extra questionnaires to clear out history or to have a baseline
40
# Overview How do researchers determine whether a treatment effect is statistically significant in single-case experimental designs, considering the absence of group level date?
researcher usually employ statistical techniques like the binomial test or the Tau-U test, as well as visual analytical techniques like effect size computations and visual assessment of graphed data -> techniques aid in determining the degree and consistency of change in any single situation
41
# Overview How do researchers address the issues of geralizability or external validity in single-case experimental designs, particularly concerning the applicability of findings to broader populations.
researcher ensure that findings from single-case experimental design can apply to broader populations by conducting multiple studies with different people or situations -> helps confirm the result and make them more widely applicable
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# Overview What ethical considerations are important to address when conducting single-case experimental research, especially concerning participant well-being and autonomy?
in single-case experiments it is curcial to prioritize the well-being of participants -> getting their permission, protecting privacy, no harm
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# Overview How do researchers ensure reliability and validity in the measurement of variables within single-case experimental designs, given the focus on individual level data collection and analysis?
researchers maintain reliability by taking repeated measurements over time and using standardized tools -> ensure validity by carefully selecting outcome measures and using multiple methods to assess behavior -> includes systematic observation and checking agreement between observers
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# Overview Why should we use group designs instead of single-case designs (N=1) when possible?
Because group designs provide stronger evidence and generalizability.
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# Overview Why is high baseline variability a problem in single-case designs?
Because uncontrolled variability makes it hard to detect treatment effects
46
# Overview Why are single-case designs (N=1) not ideal for institutional treatments?
Because institutions require strong evidence of effectiveness for universal use
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# overview Why can't single-case designs compare multiple treatments effectively?
Because improvement in one subject doesn’t prove one treatment is better than another