Chapter 11: Reasoning About the Design and Execution of Research Flashcards
What is the scientific method? What are the steps to the scientific method?
The scientific method is a set of steps that defines the appropriate order of events to structure and carry out and experiment.
It is an established protocol for transitioning from a question to a new body of knowledge.
- Generate a testable question.
- Gather data and resources.
- Form a hypothesis.
- Collect new data.
- Analyze the data.
- Interpret the data and existing hypothesis.
- Publish.
- Verify results.
What is a hypothesis?
A hypothesis is the proposed explanation or proposed answer to our testable question. It is often in the form of an if-then statement, which will be tested.
Why is publication an important step in the scientific method?
Publication provides an opportunity for peer review.
What is the FINER method?
Is the necessary research study going to be FEASIBLE
Do scientist find this question INTERESTING
Is this particular question NOVEL?
Would the study obey ETHICAL principles?
Is the question RELEVANT outside the scientific community?
MCAT concept check scientific method 1.1 page 402
Sort by relevance.
MCAT concept check scientific method 1.1 page 402 question 2
MCAT concept check scientific method 1.1 page 402 question 3
What is basic science research?
Basic science research is the kind conducted in a laboratory and not on people and is generally the easiest to design because the experimenter has the most control.
Why do we use controls in experiments?
In order to make generalizations about our experiments, we must make sure that the outcome of interest would not have occurred without our intervention, we use controls.
What are positive controls? What are negative controls?
Positive controls are those that ensure a change in the dependent variable when it is expected. For example. In the development of a new assay for detection of HIV, administering the test to a group of blood samples known to contain HIV could constitute a positive control.
Negative controls and ensure no change in the dependent variable when no change is expected. For example. With the same assay, administering the test to a group of samples know not to contain the HIV virus could constitute a negative control.
What is the placebo effect?
In drug trials, a negative control group is often used to assess for the placebo effect: an observed a reported change when an individual is giving a sugar pill or sham intervention.
What is causality?
Causality is in if-then relationship. If the change in the independent variable always proceeds the change in the dependent variable, and the change in the dependent variable does not occur in the absence of the experimental intervention, the relationship is said to be causal.
Flipping a light switch causes the light to illuminate, smoking causes lung cancer, studying gets good grades.
What is the independent variable, what is the dependent variable? Where can we find them on a graph?
Do we find the independent variable on the X or Y axis? Do we find the dependent variable on the X or Y axis?
We find the independent variable on the X axis and the dependent variable on the Y axis.
What is accuracy (validity)?
What is precision (reliability)?
Accuracy, also called validity, is the ability of an instrument to measure a true value.
Precision, also called reliability, is the ability of the instrument to read consistently, or within a narrow range.
MCAT concept check basic science research page 407 question 1
An experiment with improperly tared (zeroed) mass balance would suffer from what type of error?
This experiment would likely have an accuracy error, but not a precision error. In other words, the scale would reliably read the same weight, but the weight it reads is not correct. This would lead to a bias in the results.
MCAT concept check basic science research page 407 question 2
Concentration of sodium hydroxide is the independent variable. pH is the dependent variable.
MCAT concept check basic science research page 407 question 3
What is the purpose of a control during experiments? What characteristic of experimental research would be reduced in the absence of a control?
Controls in experiments help to establish causality by demonstrating that the outcome does not occur in the absence of an intervention.
Controls are used to keep the manipulation of different systems as similar as possible, or as a known standard against which to judge an experimental manipulation. Without controls it is more difficult to establish causality.
What is randomization?
Randomization is the method used to control for differences between subject groups in biomedical research. This determines the placement of each subject in either a control group that receives no treatment or sham treatment or one or more treatment groups.
What is blinding? What is single blind? What is double blind?
There is the investigator, assessor, the subject. Investigator: boss person. Assessor: studies outcomes. Subject: participants.
Blinding is where an investigator does not have information about which group the subject is in.
Single blind experiments, only the patient or the assessor is blinded.
Double blind experiments, the investigator, subject, and assessor all do not know the subjects group.
In biomedical research, data analysis must account for variables outside the dependent and independent variables considered including gender and age, lifestyle variables, such as smoking status, and body mass index.
Given this, what are confounding variables?
Confounding variables are factors that impact the study’s outcome and cause, but aren’t the primary variables of interest.
What is a regression analysis?
A way of interpreting the relationship between independent (x axis) and dependent (y axis) by graphing.
Regression analysis is a statistical technique that assesses the relationship between two or more variables, including a dependent variable and one or more independent variables. They could be linear, parabolic, exponential, logarithmic, or other relationships.
What are observational studies? What are the three categories of observational studies?
Observational studies do not demonstrate causality, but draw on available data and analyze it.
Cohort studies are those in which subjects are sorted into groups based on different risk factors. For example. A study in with 100 smokers and 100 non-smoker are followed for 20 years while counting the number of subjects who developed lung cancer in each group would be an example of a cohort study. This is a variety of a longitudinal study.
Cross-sectional studies attempt to categorize patients into different groups at a single point in time. For example. The study to determine the prevalence of lung cancer and smokers and non-smoker at a given point in time would be example of a cross-sectional study.
Case control studies start by identifying the number of subjects with or without a particular outcome and then look backwards to assess how many subjects in each group had exposure to our particular risk factor. For example, example, a study in which 100 patients with lung cancer and 100 patients without lung cancer are assessed for their smoking history would be an example of a case control study.
What is a cohort study. What kind of study is a cohort study? Give an example.
Cohort studies are observational studies. Cohort studies are those in which subjects are sorted into groups based on different risk factors. For example. A study in with 100 smokers and 100 non-smoker are followed for 20 years while counting the number of subjects who developed lung cancer in each group would be an example of a cohort study.