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40 Cards in this Set

  • Front
  • Back

How do humans try to understand the world?

Religion, aesthetics, ethics, and science

Scientific Method's Process

Testable, falsifiable, and repeatable

What does science refer to?

A body of knowledge

Scientific method solves problems and answers questions

observations, proposing ideas (hypotheses), testing the ideas, discarding or modifying ideas based on results

Hypothesis propose explanations for a set of observations. What do hypotheses need to be?

Testable, and falsifiable

Where do hypotheses come from?

Logical and creative influences

What is inductive reasoning?

combining a series of specific observations into a generalization to create a hypothesis


(are dinosaurs extinct?)

What is deductive reasoning?

Used to test hypothesis. Uses general principle to predict an expected observation using if/then statements

Inductive reasoning

Begins with observations that are used to generate a hypothesis confirm or reject hypothesis.

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

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.

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

Scientific Method Steps

Observation/Question, hypothesis, prediction (if/then), experiment, analysis, conclusion

What is the most powerful way to test hypotheses?

do experiments

What are experiments designed to do?

Collect data to test specific hypotheses

Variables?

Factors that can change in value under different conditions

Independent variable

Factor being manipulated by the scientist

Dependent Variable

The factor resulting from the experiment. (not changing)

Standardized variables

All variables kept the same across all treatments (controlled)

Control Group

Not exposed to the experimental treatment has all other (standard) variables the same

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

What is the best way to obtain credible results?

Double-blind, placebo controlled, and randomized experiments (gold standard)

Model system

Can be used in experiments when it is too dangerous or unethical to test on humans (mice, rats)

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.

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.

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)

Inductive and Deductive reasoning leads to...

Additional observations and/or experiments, a well-supported hypothesis may become a SCIENTIFIC THEORY

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

Scientific hypotheses

Explanation for observable phenomenon based on some evidence. Must be testable or refutable.

Scientific theory

represents a hypothesis, confirmed through repeated experimental tests

Scientific law

a scientific theory that can be represented mathematically

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.

Scientific law example

Newton's law of universal gravitation

scientific theory example

The disruptive coloration of zebras reduces predation because predators can't pick out one target

Non-science

any system of knowledge that cannot be addressed by the scientific method. (aesthetics, cultural norms, ethics, religion)

Pseudoscience

attempt to portray non-science as science in order to falsely acquire legitimacy ("false science")

Primary Source

undergo peer review by other experts

Secondary Source

books, news reports, the internet, advertisements

Anecdotal evidence

based on one person's experience, not on experimental data. (testimonial from a celebrity)

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