Midterm #1 Flashcards
Compare and contrast the steps of the scientific method
- Observations
- Lead to questions
- Questions form hypotheses
- Hypotheses must be tested through experimentation
- Analyze data
- Draw conclusions
- Share results
What does it mean to behave scientifically
- Pay attention to what other people have already done
- Exposing ideas to testing
- Assimilate the evidence
- Openly communicate ideas and tests to others
- Publish results, even if you did not find anything - Act with scientific integrity
Explain the complex and iterative process of scientific research and how it benefits society.
- Science is prone to revision (ex. new data may require changes to the research question or the study design, or unexpected results may require a reinterpretation of the findings).
- Science is non-linear and is ever changing
- The benefits of scientific research to society is that they allow us to better understand the world, make informed decisions, and develop new technologies, medicines, and treatments.
Explain the differences between a theory, hypothesis and fact
Theory:
A wide range of phenomena
A well substantiated explanation of some aspect of the normal world that is acquired.
You can observe
Recorded in fields
Can lead to hypothesis
Which prompts observations
These can all contribute to a greater theory.
Bigger than hypothesis
Narrow set of phenomena
Hypothesis:
a proposed explanation made on the basis of limited evidence. It is a starting point. It should be:
Reasoned and informed
Able to explain the relationship between variables
Directional → quantifiable
Testable
Smaller than theory
Fact:
Repeated observations accepted as true.
IV vs. DV
IV = manipulated to see effect on DV
DV = value depends on IV
Recognize the importance of social factors when developing and evaluating scientific studies
Generalizability of results onto marginalized / minority groups
Differentiate between science and pseudo-science
Pseudoscience = a collection of beliefs or practices mistakenly regarded as being based on scientific method
Describe the importance of controls in an experiment.
Control groups in a treatment intervention provide a baseline for comparison
Controlled variables rule out alternate factors
Possible control groups:
- Nothing
- Placebo
Describe the ways scientific information is communicated
Publishing findings is critical to the process of science, bit, we need to know that the information is trustworthy
Identify the steps and advantages/disadvantages of the peer review process
- An author creates a manuscript
- The author submits a paper (the first author typically did the most work and the last author is typically the principal investigator).
- The paper is sent to a journal editor (the author can only submit to one journal at a time).
- A reviewing editor then sends the paper to 3-5 experts in the field. The author is blinded (can’t see who the reviewers are) while the reviewers aren’t.
- After reviewing, a reviewer has three options: either accept, revise, or reject.
- Reviewing editor sees feedback and relays it to the author.
- Author can decide to withdraw paper after receiving feedback
- The PI applies for grant money relating to fees associated with submitting papers.
Evaluate the merit of scientific articles in the media and on the internet
New scientific knowledge (and the process by which it was obtained) is vetted by experts in the relevant field.
It instills trust but is not always perfect.
Advantages:
Standardized process
Saves time reviewing submissions
Vetted by experts
Level of quality and trust
Disadvantages:
Bias against findings / researchers
No quantitative indicators of quality
Different standards between journals
Time
Reviewers are human
Doesn’t mean that the science is correct
How do authors decide to where to publish
- Research topic, field, discipline
- Notoriety and prestige of journal
- Novelty or quality of findings
- Cost
- Impact factor
- Accessibility
Explain the open access publication model (including predatory journals)
Open Access → provides free, immediate, online, available research articles
Benefits:
More available
Public access research they fund
Access to smaller libraries and low income economies
Makes use of modern technology
Predatory Journals → fake or low-quality academic journals that publish articles without conducting a rigorous peer-review process, often in exchange for a fee. Often deceive authors by promising a quick and easy publication process, while providing little to no editing, reviewing, or formatting services.
Explain retraction
The removal of a published article from a journal
What might lead to it?
Fraud (fabrication / manipulation of data)
Plagiarism
Duplicate publishing
Sometimes accidental
Not to be confused with a correction (error in numbers presented, but does not change conclusion / takeaway
Describe each of the different levels of evidence
Levels of analysis = provides guidelines when searching for information based on:
- Methodological quality of design
- Validity
- Applicability to patient care
- Provide grade (strength) of recommendation
- Provides guidelines when searching for info
- Highest level of evidence might not be available or applicable to immediately answer your question
ORDER: Meta-Analysis, Systematic, Review, Randomized controlled trial, cohort study, Case-control, Case Series, Expert opinion
Meta-Analysis
- Methods of combining the results of independent studies.
- Integrates findings from many published studies
- A type of systematic review
- Systematic methodology for obtaining articles
- A new statistical analysis using the data
Systematic Review
- Review involving a detailed and comprehensive plan
- Systematic methodology for obtaining articles integrates findings from many published studies to answer a question
- Reduces bias over traditional reviews of literature
- Not all systematic reviews are meta-analysis