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40 Cards in this Set
- Front
- Back
How do humans try to understand the world? |
Religion, aesthetics, ethics, and science |
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Scientific Method's Process |
Testable, falsifiable, and repeatable |
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What does science refer to? |
A body of knowledge |
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Scientific method solves problems and answers questions |
observations, proposing ideas (hypotheses), testing the ideas, discarding or modifying ideas based on results |
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Hypothesis propose explanations for a set of observations. What do hypotheses need to be? |
Testable, and falsifiable |
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Where do hypotheses come from? |
Logical and creative influences |
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What is inductive reasoning? |
combining a series of specific observations into a generalization to create a hypothesis (are dinosaurs extinct?) |
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What is deductive reasoning? |
Used to test hypothesis. Uses general principle to predict an expected observation using if/then statements |
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Inductive reasoning |
Begins with observations that are used to generate a hypothesis confirm or reject hypothesis. |
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Deductive Reasoning |
Beings with a hypothesis which is supported by initial observations reject or fail to reject hypothesis. General Hypotheses to specific predictions Attempts to falseify |
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Problems with Inductive Reasoning |
May not consider equally likely alternatives. Often used to find evidence in support of hypothesis. Only used to formulate a hypothesis not proving if the hypothesis is true. |
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Logic of Hypothesis Tests |
If it fails, it is rejected and considered disproven If it passes, it is supported but not proven An altemative hypothesis might be the real explanation |
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Scientific Method Steps |
Observation/Question, hypothesis, prediction (if/then), experiment, analysis, conclusion |
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What is the most powerful way to test hypotheses? |
do experiments |
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What are experiments designed to do? |
Collect data to test specific hypotheses |
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Variables? |
Factors that can change in value under different conditions |
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Independent variable |
Factor being manipulated by the scientist |
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Dependent Variable |
The factor resulting from the experiment. (not changing) |
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Standardized variables |
All variables kept the same across all treatments (controlled) |
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Control Group |
Not exposed to the experimental treatment has all other (standard) variables the same |
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How to minimize biases in experimental design |
Blind experiment- where subject doesn't know treatment they have received Double blind experiment- Person administering treatments and the subjects don't know who is in each group until after the experiment is over |
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What is the best way to obtain credible results? |
Double-blind, placebo controlled, and randomized experiments (gold standard) |
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Model system |
Can be used in experiments when it is too dangerous or unethical to test on humans (mice, rats) |
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What is a correlation? |
Relationship between two variables that can be used to test hypotheses. can be done by looking for relationships between factors. correlation not always due to causation! May be due to other factors. |
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What is necessary to perform a sound experiment and get "good data"? |
Sample size, random assignment of treatments, controlled factors, method of measurement, experimenter bias, statistics. |
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Statistics |
Used to evaluate and compare data. Used to extrapolate information from an experiment to an entire population. Only as valid as the experiment! Looks for variability within/between groups to determine if it occurred by chance alone. (hairstyles in past and present) |
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Inductive and Deductive reasoning leads to... |
Additional observations and/or experiments, a well-supported hypothesis may become a SCIENTIFIC THEORY |
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Scientific Theory |
Powerful, broad explanation of a large set of observations, based on well supported hypotheses, supported by research from several independent sources Hypotheses to experiments to scientific theory |
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Scientific hypotheses |
Explanation for observable phenomenon based on some evidence. Must be testable or refutable. |
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Scientific theory |
represents a hypothesis, confirmed through repeated experimental tests |
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Scientific law |
a scientific theory that can be represented mathematically |
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Model |
Anything used in any way to represent anything else. Reduces complexity to increase understanding of a particular set of components and/or predictive power. |
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Scientific law example |
Newton's law of universal gravitation |
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scientific theory example |
The disruptive coloration of zebras reduces predation because predators can't pick out one target |
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Non-science |
any system of knowledge that cannot be addressed by the scientific method. (aesthetics, cultural norms, ethics, religion) |
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Pseudoscience |
attempt to portray non-science as science in order to falsely acquire legitimacy ("false science") |
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Primary Source |
undergo peer review by other experts |
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Secondary Source |
books, news reports, the internet, advertisements |
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Anecdotal evidence |
based on one person's experience, not on experimental data. (testimonial from a celebrity) |
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Is there a cure for the common cold? |
No, but prevention methods are known, wash hands. No effect on cold susceptibility is vitamin C, exposure to cold temps, and exercise, no vaccine for common cold |