NGSS Nature of Science Thread:
Scientific Investigations Use A Variety of Methods

Scientific inquiry is characterized by a common set of values that include: logical thinking, precision, open-mindedness, objectivity, skepticism, replicability of results, and honest and ethical reporting of findings.

Related Science and Engineering Practices

Practice 3: Planning and Carrying Out Investigations

  • Plan an investigation or test a design individually and collaboratively to produce data to serve as the basis for evidence as part of building and revising models, supporting explanations for phenomena, or testing solutions to problems. Consider possible confounding variables or effects and evaluate the investigation’s design to ensure variables are controlled.

  • Plan and conduct an investigation individually and collaboratively to produce data to serve as the basis for evidence, and in the design: decide on types, how much, and accuracy of data needed to produce reliable measurements and consider limitations on the precision of the data (e.g., number of trials, cost, risk, time), and refine the design accordingly.

  • Plan and conduct an investigation or test a design solution in a safe and ethical manner including considerations of environmental, social, and personal impacts.

  • Select appropriate tools to collect, record, analyze, and evaluate data.

  • Make directional hypotheses that specify what happens to a dependent variable when an independent variable is manipulated.

  • Manipulate variables and collect data about a complex model of a proposed process or system to identify failure points or improve performance relative to criteria for success or other variables

Practice 4: Analyzing and Interpreting Data

  • Analyze data using tools, technologies, and/or models (e.g., computational, mathematical) in order to make valid and reliable scientific claims or determine an optimal design solution.

  • Apply concepts of statistics and probability (including determining function fits to data, slope, intercept, and correlation coefficient for linear fits) to scientific and engineering questions and problems, using digital tools when feasible.

  • Consider limitations of data analysis (e.g., measurement error, sample selection) when analyzing and interpreting data.

  • Compare and contrast various types of data sets (e.g., self-generated, archival) to examine consistency of measurements and observations.

  • Evaluate the impact of new data on a working explanation and/or model of a proposed process or system.

  • Analyze data to identify design features or characteristics of the components of a proposed process or system to optimize it relative to criteria for success.

Related Crosscutting Concepts

None for this standard.

Performance Expectations and Disciplinary Core Ideas by Subject

Biology

Performance Standards

  • HS-LS3 – HEREDITY: INHERITANCE AND VARIATION OF TRAITS

    • HS-LS3-1: Ask questions to clarify relationships about the role of DNA and chromosomes in coding the instructions for characteristic traits passed from parents to offspring.

Disciplinary Core Ideas

  • None for Biology

Chemistry

Performance Standards

  • HS-PS1 - MATTER AND ITS INTERACTIONS

    • HS-PS1-2: Construct and revise an explanation for the outcome of a simple chemical reaction based on the outermost electron states of atoms, trends in the periodic table, and knowledge of the patterns of chemical properties.

Disciplinary Core Ideas

  • None for Chemistry

Physics

Performance Standards

  • None for Physics

Disciplinary Core Ideas

  • PS4: WAVES AND THEIR APPLICATIONS IN TECHNOLOGIES FOR INFORMATION TRANSFER

    • PS4.C: Information Technologies and Instrumentation

      • Multiple technologies based on the understanding of waves and their interactions with matter are part of everyday experiences in the modern world (e.g., medical imaging, communications, scanners) and in scientific research. They are essential tools for producing, transmitting, and capturing signals and for storing and interpreting the information contained in them.

Nature of Science Standards within the same thread