week 4 Flashcards

(42 cards)

1
Q

What is the purpose of a research question?

A

To clearly state what the research is trying to find out. Good RQs are clear, concise, and general.

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2
Q

What types of research questions exist?

A

Descriptive, comparative, explanatory, and relational.

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3
Q

What is an example of a descriptive research question?

A

What are the factors that lead to user presence in VR?

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4
Q

What is an example of a comparative research question?

A

Are there differences in user presence between AR and VR HMDs?

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5
Q

What is an example of an explanatory research question?

A

Why are there differences in presence between AR and VR HMDs?

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6
Q

What makes a good research study topic?

A

It should be novel, useful, scientific, clearly written, and based on evidence.

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7
Q

What is the function of related work in research?

A

It helps define what has already been done and identifies research gaps to build novel contributions.

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8
Q

What tools can help find related work?

A

Google Scholar, ACM Digital Library, IEEE Xplore, and snowballing references from other papers.

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9
Q

What is peer review in research publishing?

A

Experts anonymously review submitted papers for quality, clarity, novelty, and completeness before acceptance.

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10
Q

What are the three passes in the Three-Pass Approach to reading a paper?

A

First pass: skim title, abstract, intro, conclusion. Second pass: review details, figures, notes. Third pass: critically assess assumptions and structure.

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11
Q

What is a hypothesis?

A

A prediction based on related work about what the researcher expects to find.

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12
Q

What are independent variables?

A

Factors manipulated in a study (e.g., headset type, emotion).

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13
Q

What are dependent variables?

A

Factors measured to assess the effect of independent variables (e.g., enjoyment, presence).

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14
Q

What is within-groups design?

A

One group is tested under multiple conditions or over time.

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15
Q

What is between-groups design?

A

Different groups are tested under different conditions for comparison.

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16
Q

What is experimental design?

A

Participants are assigned to controlled conditions, allowing cause-effect inference.

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17
Q

What is quasi-experimental design?

A

Uses natural groups without random assignment (e.g., comparing VR users vs. non-users).

18
Q

What is correlational design?

A

Investigates whether variables are statistically related without manipulating them.

19
Q

What factors influence research design choice?

A

Resources, ethical constraints, previous research, and researcher’s methodological preference.

20
Q

What does a good study design need to be?

A

Ethical, scientifically rigorous, and appropriately matched to the research question.

21
Q

What is the difference between empirical and theoretical research?

A

Empirical research collects and analyzes direct observations or experiences; theoretical research uses logic and theory to predict or explain outcomes.

22
Q

What are lab studies in empirical research?

A

Controlled experiments offering high internal validity but low realism or external validity.

23
Q

What are field studies in empirical research?

A

Real-world observations offering high external validity but less control and internal validity.

24
Q

What is internal validity?

A

The degree to which observed changes in the dependent variable are directly caused by changes in the independent variable.

25
What is external validity?
The extent to which study results can be generalized to other settings, people, times, and contexts.
26
What is the tradeoff between internal and external validity?
Higher control improves internal validity but may reduce realism; real-world setups improve external validity but introduce more variables.
27
What is a pilot study?
A small, preliminary study to test feasibility, setup, instructions, and logistics before the main study.
28
What are confounding variables?
Uncontrolled factors that may affect results, making it unclear whether effects are due to the independent variable.
29
What is order bias?
When task order affects results, e.g., participants perform better later due to practice or fatigue.
30
What is a Latin Square used for?
A method to counterbalance order effects in within-subject designs by rotating the order of conditions across participants.
31
What are training effects?
Improvements in performance due to learning over time rather than the independent variable.
32
What is participant fatigue?
Performance declines due to tiredness from long or repetitive tasks, which can bias results.
33
What is misunderstanding bias in participants?
Errors caused by unclear instructions, inconsistent tools, or misinterpreted tasks.
34
What is social desirability bias?
Participants respond in ways they think are socially acceptable or pleasing to the researcher, rather than being truthful.
35
What is self-selection bias?
Bias introduced when participants volunteer, possibly leading to an unrepresentative sample (e.g., tech-savvy users only).
36
What is participant drop-out (mortality)?
When participants leave the study early, possibly skewing results if their data is excluded.
37
What is the Hawthorne Effect?
Behavior changes simply due to awareness of being observed, not due to the independent variable.
38
What is interaction bias?
When participants influence each other, leading to imitation, competition, or demoralization that skews results.
39
What is a between-participants design?
Different groups test different conditions, avoiding order effects but susceptible to individual differences.
40
What is a within-participants design?
All participants test all conditions, reducing individual differences but requiring counterbalancing for order effects.
41
What is a matched-participant design?
Pairs of participants are matched on relevant traits and each tested under different conditions to reduce variation.
42
What should you do when discussing threats to validity in exams?
Identify the threat, explain its impact, propose how to address it, and discuss how results might change if fixed.