Scientific and Engineering Practices

Virginia SOL AS.1

Demonstrate understanding of scientific and engineering practices through investigation, data analysis, modeling, and communication.

What students need to be able to do

  • Ask questions that arise from careful observation of phenomena, examination of a model or theory, or unexpected results.
  • Determine which questions can be investigated within the scope of the school laboratory or field.
  • Make hypotheses that specify what happens to a dependent variable when an independent variable is manipulated.
  • Generate hypotheses based on research and scientific principles.
  • Select and use appropriate tools and technology to collect and record data.
  • Construct and interpret data tables.
  • Construct, analyze, and interpret graphical displays of data and consider limitations of data analysis.
  • Use data to build and revise models, to support an explanation for phenomena, or test a solution to problems.
  • Apply mathematical concepts and processes.
  • Analyze data using tools, technologies, and/or models to make valid and reliable scientific claims.
  • Construct and revise explanations based on valid and reliable evidence obtained from a variety of sources including models, theories, simulations, peer review, and students' own investigations.
  • Make quantitative and/or qualitative claims based on data.
  • Apply scientific ideas, principles, and/or evidence to provide an explanation 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 the 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, to support explanations, predict phenomena, analyze systems, and/or solve problems.
  • Read and interpret star charts, Sun path diagrams, day/night world maps, and other ways astronomers communicate information.
  • 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 the evidence and credibility of each source.
  • Communicate scientific and/or technical information about phenomena in multiple formats.