Scientific and Engineering Practices
Virginia SOL CHII.1
Demonstrate understanding of scientific and engineering practices through investigation, analysis, and communication.
What students need to be able to do
- Ask questions arising from observation of phenomena, examination of models, unexpected results, or to seek additional information.
- Determine which questions can be investigated within the scope of a school laboratory or field setting.
- Formulate hypotheses specifying the effect of manipulating an independent variable on a dependent variable.
- Generate hypotheses based on research and scientific principles.
- Plan and conduct observational and experimental investigations; identify variables, constants, and controls.
- Plan and conduct investigations in a safe and ethical manner, considering environmental, social, and personal effects.
- Determine appropriate sample size and techniques for investigations.
- Select and use appropriate tools and technology to collect and record data.
- Construct and interpret data tables showing independent and dependent variables, repeated trials, and means.
- Construct, analyze, and interpret graphical displays of data; consider limitations of data analysis.
- Use data to build and revise models, support explanations for phenomena, or test solutions to problems.
- Solve problems using mathematical manipulations including SI units, scientific notation, derived units, significant digits, and dimensional analysis.
- Analyze data using tools, technologies, and/or models to make valid and reliable scientific claims.
- Consider limitations of data analysis including instrument limitations, sampling selection, and measurement error.
- Differentiate between accuracy and precision of measurements.
- Construct and revise explanations based on valid and reliable evidence from models, theories, simulations, peer review, or investigations.
- Make quantitative and/or qualitative claims based on data.
- Apply scientific ideas, principles, and/or evidence to provide explanations of phenomena.
- Compare and evaluate competing arguments in light of currently accepted explanations and new scientific evidence.
- Make and support a claim using empirical evidence and scientific reasoning.
- Evaluate a claim by applying scientific reasoning, theory, and/or models to link evidence to assess the extent to which reasoning and data support the explanation or conclusion.
- Evaluate the merits and limitations of models.
- Develop, revise, and/or use models based on evidence to illustrate or predict relationships, support explanations, predict phenomena, analyze systems, or solve problems.
- Use models and simulations to visualize and explain particle movement, represent chemical reactions, formulate mathematical equations, and interpret data sets.
- Apply mathematical and statistical concepts and processes in building and revising models, and supporting explanations of phenomena.
- Derive mathematical models (equations) from experimental data.
- Compare, integrate, and evaluate sources of information presented in different media or formats to address a scientific question or solve a problem.
- Gather, read, and evaluate scientific and/or technical information from multiple authoritative sources, assessing evidence and credibility.
- Communicate scientific and/or technical information about phenomena in multiple formats.