Compare and contrast the steps of the scientific method
What does it mean to behave scientifically
Explain the complex and iterative process of scientific research and how it benefits society.
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
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
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
Systematic Review
Review
Random Controlled Trial (RCT)
Work consisting of a clinical trial that involves at least one test treatment and one control treatment
Experimental process with a treatment / intervention
Uses randomly assigned treatment and control groups
“Gold standard” for reliable evidence testing
Cohort
Studies in which subsets of a defined population are identified
Observational (no experimental treatment)
All subjects are from same group, linked by shared characteristics (cohort)
Divided into subsets from same group for comparisons
Can be prospective or retrospective
Case-Control
Studies which start with the identification of persons with a disease of interest and a control (comparison)
Compares individuals with an existing condition / characteristic to a group without (controls from same source population).
Observational (no experimental treatment)
Usually retrospective (outcome already known
Start with outcome and look back for exposures
Case Report / Case Study
Clinical presentations that may be followed by evaluative studies that eventually lead to a diagnosis
Detailed characterization of very few subjects
Observational (no experimental treatment)
Often novel or unique conditions being described
No control
Expert Opinion
Presentation of pertinent data by one with special skill or knowledge representing mastery of a particular subject.
Direct knowledge obtained from an expert
Lowest level of scientific evidence
How do Meta-Analyses, Systematic Reviews, and Literature Reviews differ?
Meta-Analysis
Performs new data analysis with reviewed study
Systematic Review
Systematic process (pre-planned design with inclusion criteria)
Literature Review
Highlights knowledge about an area
Potential bias in what studies are presented