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The scientific method is a systematic approach to problem-solving that encompasses several essential steps. It starts with observation and problem formulation, leading to the development of a testable hypothesis. Experiments are conducted, focusing on controlled conditions and variables, followed by data analysis to gain insights. The conclusion assesses if the results support the hypothesis. Good design features enhance experimentation, and different types of data visualization, like graphs, facilitate interpretation. Ultimately, this method is foundational in scientific inquiry and discovery.
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There is no single scientific method, but most contain these basic steps:
3. Hypothesis: an explanation for a question or a problem that can be formally tested.
4. Experiment: tentative procedure or policy
5. Analyze & Interpret Data: to explain or tell the meaning of - present in understandable terms
6. Conclusion: a final summation
I. Observations must be accurate, free of bias, & recorded.
2 Types • Qualitative: non-numerical observations B. Quantitative: numerical observations
II. A hypothesis is: a testable explanation for a question or problem and is based on logic, observations, andresearch
III. Experimentation A. Controlled- an experiment in which all variables are the same except the one being tested B. Independent variable: the variable being tested; in a controlled experiment, only this changes
Quiz Numerical Data is • Qualitative • Quantitative
C. Dependent variable: any change that results from manipulation of the independent variable D. Experimental Group: the group in which the independent variable is changed
E. Control Group: the group in which all the variables remain the same, including the independent variable
IV. Good design features: - well planned, detailed - only 1 variable /Constants - collect data at regular intervals - large sample size - use metrics for quantitative data - repeatable
V. Interpreting & Analyzing Data A. Graphs: 1. Line graph: data for the independent variable is placed on the horizontal, or x-axis, and data for the dependent variable are plotted on the vertical, or y-axis.
2. Bar graph: Use bars instead of data points to plot the data and are a good way to show comparisons among groups when data are not dependent on one another. 3. Pie graph: show which percentage, out of 100, a specific piece of information represents
VI. Conclusion describes if the data collected supports the hypothesis
VII. Scientific Theory time- tested major hypothesis that explains an aspect of nature
VIII. Scientific Law a principle that describes an aspect of nature
IX. Inference logical interpretation based on prior knowledge and experience