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The process of using observation and experimentation to explain natural phenomena
The steps are: observation/question background reading hypothesis data collection data analysis and conclusion
A question like "Why do plants grow faster in sunlight?" could have hypotheses like: "Plants grow faster in sunlight because they get more energy for photosynthesis
"Plants grow faster because of magic." This is a bad hypothesis because it's not testable or falsifiable
Scientists should always avoid bias
After supporting or rejecting a hypothesis a scientist should share their findings with the scientific community and repeat the experiment to ensure the results are replicable
Science doesn't reach absolute truth or proof. It provides evidence to support or reject hypotheses but new evidence can always change our understanding
No science can't answer everything. It can't answer questions about morality religion or art because these are not testable or falsifiable
Initially these were unobservable phenomena. The development of technology (like infrared cameras for invisible light) and new scientific methods (like studying fossils for feathers on dinosaurs or microscopes to identify the Black Death's cause) allowed them to be observed and studied scientifically showing that science is always expanding its observable universe
Testable means you can design an experiment to check it. Falsifiable means it's possible to prove it wrong
Replicable means that other scientists following the same methods should be able to get the same results. This ensures the findings aren't due to chance or error
Spontaneous generation was the idea that living things could arise from non-living matter. Francesco Redi falsified this with an experiment using jars of meat. He put meat in three jars: one open one sealed and one covered with mesh. Maggots appeared only in the open jar and on the mesh of the covered jar but not on the meat itself proving flies were needed to create maggots
Scientists use qualitative data (descriptive like "the plant is green") and quantitative data (numerical like "the plant is 10 cm tall"). They also use descriptive/observational data (just observing without changing anything) and experimental data (data collected from a controlled experiment)
The independent variable is the one the scientist changes. The dependent variable is what's measured in response. The dependent variable's value depends on the independent variable
An experimental treatment is the group that receives the variable being tested. The control treatment is the group that doesn't serving as a baseline for comparison
A control treatment is an experimental group used for comparison. A controlled variable is a factor that is kept the same across all treatments to ensure a fair test
The major elements are: question/observation (Where do maggots come from?) hypothesis (Maggots come from flies not meat) independent variable (The type of jar cover: open sealed or mesh) dependent variable (The presence of maggots on the meat) control treatment (The sealed jar) experimental treatments (The open jar and the mesh-covered jar) and controlled variables (The type of meat the location etc.)
A hypothesis is a proposed explanation for a narrow set of observations. A theory is a broad well-supported explanation for a wide range of phenomena. Examples of theories in biology are the theory of evolution and the cell theory
The six major agencies are: NSF (National Science Foundation) NIH (National Institutes of Health) Department of Defense Department of Energy NASA and the USDA (United States Department of Agriculture)
Scientists write a grant proposal describing their research and its importance. This proposal is submitted to a funding agency which then has a panel of experts review and score it. Based on these scores the agency decides which proposals to fund
Biases like confirmation bias (seeking out information that supports your belief) observer bias (seeing what you expect to see) and publication bias (journals preferring to publish positive results) can all distort the collection analysis and dissemination of scientific data leading to inaccurate conclusions
The scientific community helps by having other scientists replicate studies and through the peer-review process. This system of checks and balances forces scientists to be transparent and allows for independent verification of results
Scientific results are typically disseminated through scientific conferences and peer-reviewed scientific journals and books
A scientist submits a manuscript to a journal editor who then sends it to several expert peers in the field. These peers review the paper for quality accuracy and originality and provide feedback to the editor. The editor then decides to either accept reject or request revisions from the author
The general structure includes an abstract introduction materials and methods results discussion supplementary results/data and references/works cited
The file drawer problem is when studies with non-significant results aren't published. Replication studies help by re-doing experiments and publishing the results regardless of whether they support the original findings thus bringing these results out of the "file drawer"
In a randomized double blind placebo control study subjects are randomly assigned to either receive the treatment or a placebo. Neither the subjects nor the researchers know who is in which group. This design is the gold standard because it minimizes bias from both the researcher and the subject and it accounts for the placebo effect
A larger sample size is more likely to be representative of the entire population which makes the results more accurate and reliable. A small sample size might just be a fluke
The Andrew Wakefield study was flawed because it had a very small non-random sample of only 12 children didn't have a control group and was not blinded. It also involved a serious conflict of interest. These flaws made the study unscientific and its conclusions invalid
a process of using observation and experimentation to explain natural phenomena
the systematic process used to investigate and understand the natural world
the first step of the scientific method where a phenomenon is noticed and a question is formed about it
the step where a scientist researches what is already known about their question
a testable and falsifiable proposed explanation for an observation
the process of gathering information from an experiment or observation
the process of interpreting and making sense of the collected data
the final step where the hypothesis is either supported or rejected based on the data analysis
everything that can be measured or detected by scientific instruments
a type of invisible light with a longer wavelength than visible light
a type of invisible light with a shorter wavelength than visible light
a statement that can be examined through an experiment
a statement that can be proven wrong
an experiment or observation that can be repeated by others with the same results
the now-disproven theory that living organisms could arise from non-living matter
descriptive data that is non-numerical like colors or textures
numerical data like measurements or counts
data collected by observing a phenomenon without manipulating any variables
data collected from a controlled experiment where variables are manipulated
the variable that is intentionally changed by the scientist
the variable that is measured in response to the changes in the independent variable
the group in an experiment that does not receive the experimental treatment and is used for comparison
the group in an experiment that receives the variable being tested
a factor that is kept constant across all groups in an experiment
a broad explanation for a wide range of phenomena that has been extensively supported by evidence
a prejudice or inclination that can affect the accuracy of scientific results
a government agency that funds scientific research
a government agency that funds biomedical research
a government agency that funds research relevant to national security
a government agency that funds research on energy and related technologies
a government agency that funds research on space and aeronautics
a government agency that funds research on food agriculture and natural resources
funding provided to scientists to support their research projects
the collective body of scientists who share and critique research
meetings where scientists present their research findings to their peers
publications where scientific articles are reviewed by experts before being published
books that have been reviewed by experts before publication
the process of expert peers evaluating a scientific article before it is published
a concise summary of a scientific article's purpose methods results and conclusions
the section of a scientific article that provides background information and states the hypothesis
the section that describes the specific procedures and tools used in the experiment
the section that presents the data and findings of the experiment often in tables or graphs
the section that interprets the results and relates them to the broader scientific context
additional data or information that is not essential to the main article but provides more detail
a list of all the sources cited in the scientific article
the person who oversees the publication of a scientific journal and manages the peer-review process
other scientists in the same field who review a submitted article
the issue of studies with non-significant or negative results not being published
experiments conducted to see if the results of a previous study can be reproduced
a psychological or physiological response to a placebo a treatment with no active ingredients
the practice of keeping subjects and/or researchers unaware of which treatment is being given
an experiment where the subjects don't know if they are receiving the real treatment or a placebo
an experiment where neither the subjects nor the researchers know who is receiving the real treatment or a placebo
the process of randomly assigning subjects to different experimental groups to avoid bias
a study design where subjects are randomly assigned to a group and neither they nor the researchers know who is in the control or experimental group
a subset of a larger population that is studied in an experiment
the number of individuals or observations in a sample
a substance used to stimulate the production of antibodies and provide immunity against a disease
a neurodevelopmental disorder