# QBCC Modules sorted by Quantitative Biology Skills Concepts

These quantitative skill concepts arose from research conducted by Dr. Sondre LoRe that identified core quantitative biology skills that community college students need based on surveying community college faculty.

### List of Quantitative Categories

Some QBCC modules fit into multiple categories. There are currently 13 unique QBCC modules listed multiple times in the following categories.

### The Perfect Brew: An Activity Demonstrating Cell Counting and Hemocytometer Use

Version: 1.0

In this activity, students will explore the use of a hemocytometer for counting cells, demonstrate the relationship between the grid seen in the microscope with volume of liquid in suspension and count cells to determine concentration.
Published on 06.2021
117 Views
Measurement, Ratios, microbiology, qbcc, Cellular and Molecular Biology, Understanding fractions, converting units, changing scales, measurements, introductory, Lab, Online course, Teaching material, Undergraduate

### The Perfect Brew: An Activity Demonstrating Cell Counting and Hemocytometer Use

Version: 1.0

In this activity, students will explore the use of a hemocytometer for counting cells, demonstrate the relationship between the grid seen in the microscope with volume of liquid in suspension and count cells to determine concentration.
Published on 09.2020
614 Views
Measurement, Ratios, microbiology, qbcc, Cellular and Molecular Biology, Understanding fractions, converting units, changing scales, measurements, introductory, Lab, Online course, Teaching material, Undergraduate

### Why does Blood Flow Change? Investigating the Math of Blood Flow Dynamics

Version: 1.0

This collection of activities explores the relationship between blood flow, pressure, and the factors of resistance through graphs and modeling direct and inverse variation.
Published on 06.2020
525 Views
quant bio, graphing, Ratios, math, assessment, college algebra, undergraduate education, physiology, Anatomy, human biology, variation, Cardiovascular physiology, Anatomy & Physiology, lab activity, OpenStax, qbcc, manipulate equations, Understanding fractions, Choosing models, Understanding rates, Estimating answers, Use elementary functions, Create graphs, Interpret graphs, Rates and Proportions, Solving Equations and Inequalities, introductory, Lab, Teaching material, Undergraduate, Homework, Less than 1 hour

##### 2. Write mathematical equations from a verbal equation
No resources found.

### Using Linear Regression Adaptation: Exploring Vector-borne diseases in an online classroom

Version: 1.0

In this adaptation students in online classrooms will use linear regression at home and in synchronous online time to analyze real data on vector-borne diseases and explore how environmental factors affect disease transmission.
Published on 08.2021
106 Views
ecology, graphing, microbiology, qbcc, Understanding rates, Create graphs, Interpret graphs, interpret tables, Concepts in Statistics, introductory, Lab, Online course, Teaching material, Lecture, Undergraduate, Majors, Non-majors

### Choosing healthy data for healthy relationships: how to use 5-point summaries, box and whisker plots, and correlation to understand global health trends.

Version: 1.0

This module utilizes a user-friendly database exploring data selection, box-and-whisker plot, and correlation analysis. It also guides students on how to make a poster of their data and conclusions.
Published on 06.2021
1.4K Views
Querying databases, graphing, Ratios, data types, statistical learning, correlation, Box Plots, qbcc, health sciences education research, nutrition & food science, Understanding rates, Create graphs, Interpret graphs, interpret tables, Health Science, Concepts in Statistics, explaining statistics, using statistics, Tutorial, introductory, Study guide, Poster, Online course, Teaching material, Lecture, Reference material, Manual, Undergraduate, Homework, Majors, Non-majors, More than 1 hour, Extended Project, Workshop material, Promoting Engagement and Self-Efficacy, Accessibility, Open Data, Open Educational Resources (OER)

### Using Linear Regression to Explore Environmental Factors Affecting Vector-borne Diseases

Version: 1.0

In this activity students will use linear regression to analyze real data on vector-borne diseases and explore how environmental factors such as climate change or population density influence the transmission of these diseases.
Published on 09.2020
1.3K Views
ecology, graphing, microbiology, qbcc, Understanding rates, Create graphs, Interpret graphs, interpret tables, Concepts in Statistics, introductory, Lab, Online course, Teaching material, Lecture, Undergraduate, Majors, Non-majors

### Why does Blood Flow Change? Investigating the Math of Blood Flow Dynamics

Version: 1.0

This collection of activities explores the relationship between blood flow, pressure, and the factors of resistance through graphs and modeling direct and inverse variation.
Published on 06.2020
525 Views
quant bio, graphing, Ratios, math, assessment, college algebra, undergraduate education, physiology, Anatomy, human biology, variation, Cardiovascular physiology, Anatomy & Physiology, lab activity, OpenStax, qbcc, manipulate equations, Understanding fractions, Choosing models, Understanding rates, Estimating answers, Use elementary functions, Create graphs, Interpret graphs, Rates and Proportions, Solving Equations and Inequalities, introductory, Lab, Teaching material, Undergraduate, Homework, Less than 1 hour

### Big Data, Graphs, and Prediction

Version: 1.0

In this activity, students are introduced to graphing and modeling data in a step-wise fashion. Real data of covid-19 deaths over time are used to incrementally ask students to fit the data to several models and discuss which model fits best.
Published on 02.2021
385 Views
epidemiology, graphing, Logarithms, exponential growth, qbcc, covid, Choosing models, Create graphs, Interpret graphs, Concepts in Statistics, Teaching material, More than 1 hour

### Why does Blood Flow Change? Investigating the Math of Blood Flow Dynamics

Version: 1.0

This collection of activities explores the relationship between blood flow, pressure, and the factors of resistance through graphs and modeling direct and inverse variation.
Published on 06.2020
525 Views
quant bio, graphing, Ratios, math, assessment, college algebra, undergraduate education, physiology, Anatomy, human biology, variation, Cardiovascular physiology, Anatomy & Physiology, lab activity, OpenStax, qbcc, manipulate equations, Understanding fractions, Choosing models, Understanding rates, Estimating answers, Use elementary functions, Create graphs, Interpret graphs, Rates and Proportions, Solving Equations and Inequalities, introductory, Lab, Teaching material, Undergraduate, Homework, Less than 1 hour

### Exploring Marine Primary Productivity with Descriptive Statistics and Graphing in Excel

Version: 1.0

In this activity, students use real water chemistry data and descriptive statistics in Excel to examine primary productivity in an urban estuary of the Salish Sea. They will consider how actual data do or do not support expected annual trends.
Published on 09.2021
164 Views
statistics, ecology, data, Excel, graphing, Biochemistry, Oceanography, marine ecosystems, marine ecology, descriptive statistics, long-term datasets, marine, Microsoft Excel, marine biology, plankton, Outliers, Marine Science, qbcc, Using Excel, phytoplankton, Create graphs, Interpret graphs, Concepts in Statistics, large dataset, explaining statistics, using statistics, Pacific Northwest, Salish Sea, primary productivity, water chemistry, estuary, graphing in Excel, formulas in Excel, chlorophyll, time-series plots, ocean, Teaching material, Undergraduate, Dataset, Raw, Cleaned, More than 1 hour, Accessibility, Open Data, Open Educational Resources (OER)

### Grassy Narrows and Muskrat Falls Dam: Hypothesis Testing and t-Tests

Version: 1.0

Students are introduced to concepts of hypothesis testing using elementary hypothesis tests, t-tests, and p-values as they compare a given fish population for methylmercury levels (using real and hypothetical data) against real-world mercury standards.
Published on 07.2021
173 Views
statistics, mathematics, biostatistics, ecology, biology, graphing, p-values, t-tests, hypothesis testing, in-class activity, Zoology, mercury biogeochemistry, biostatistics - general, fish population, qbcc, Biogeochemical cycles, Interpret graphs, Solving Equations and Inequalities, Concepts in Statistics, Elementary Hypothesis Testing, Methylmercury, dams, Bioaccumulation, traditional diets, mercury, mercury poisoning, native people, indigenous population, Canada, hydroelectric, explaining statistics, using statistics, introductory, Lab, Online course, Teaching material, Lecture, High School, Undergraduate, Homework, Advanced, Majors, Non-majors, 1 Hour, Less than 1 hour, More than 1 hour, Extended Project, Developing Self-awareness, Developing Empathy, Classroom Climate, Fostering a Sense of Belonging, Open Science, Open Education, Open Educational Resources (OER)

### Choosing healthy data for healthy relationships: how to use 5-point summaries, box and whisker plots, and correlation to understand global health trends.

Version: 1.0

This module utilizes a user-friendly database exploring data selection, box-and-whisker plot, and correlation analysis. It also guides students on how to make a poster of their data and conclusions.
Published on 06.2021
1.4K Views
Querying databases, graphing, Ratios, data types, statistical learning, correlation, Box Plots, qbcc, health sciences education research, nutrition & food science, Understanding rates, Create graphs, Interpret graphs, interpret tables, Health Science, Concepts in Statistics, explaining statistics, using statistics, Tutorial, introductory, Study guide, Poster, Online course, Teaching material, Lecture, Reference material, Manual, Undergraduate, Homework, Majors, Non-majors, More than 1 hour, Extended Project, Workshop material, Promoting Engagement and Self-Efficacy, Accessibility, Open Data, Open Educational Resources (OER)

### Exploring Marine Primary Productivity with Descriptive Statistics and Graphing in Excel

Version: 1.0

In this activity, students use real water chemistry data and descriptive statistics in Excel to examine primary productivity in an urban estuary of the Salish Sea. They will consider how actual data do or do not support expected annual trends.
Published on 09.2021
164 Views
statistics, ecology, data, Excel, graphing, Biochemistry, Oceanography, marine ecosystems, marine ecology, descriptive statistics, long-term datasets, marine, Microsoft Excel, marine biology, plankton, Outliers, Marine Science, qbcc, Using Excel, phytoplankton, Create graphs, Interpret graphs, Concepts in Statistics, large dataset, explaining statistics, using statistics, Pacific Northwest, Salish Sea, primary productivity, water chemistry, estuary, graphing in Excel, formulas in Excel, chlorophyll, time-series plots, ocean, Teaching material, Undergraduate, Dataset, Raw, Cleaned, More than 1 hour, Accessibility, Open Data, Open Educational Resources (OER)

### Grassy Narrows and Muskrat Falls Dam: Hypothesis Testing and t-Tests

Version: 1.0

Students are introduced to concepts of hypothesis testing using elementary hypothesis tests, t-tests, and p-values as they compare a given fish population for methylmercury levels (using real and hypothetical data) against real-world mercury standards.
Published on 07.2021
173 Views
statistics, mathematics, biostatistics, ecology, biology, graphing, p-values, t-tests, hypothesis testing, in-class activity, Zoology, mercury biogeochemistry, biostatistics - general, fish population, qbcc, Biogeochemical cycles, Interpret graphs, Solving Equations and Inequalities, Concepts in Statistics, Elementary Hypothesis Testing, Methylmercury, dams, Bioaccumulation, traditional diets, mercury, mercury poisoning, native people, indigenous population, Canada, hydroelectric, explaining statistics, using statistics, introductory, Lab, Online course, Teaching material, Lecture, High School, Undergraduate, Homework, Advanced, Majors, Non-majors, 1 Hour, Less than 1 hour, More than 1 hour, Extended Project, Developing Self-awareness, Developing Empathy, Classroom Climate, Fostering a Sense of Belonging, Open Science, Open Education, Open Educational Resources (OER)

### Choosing healthy data for healthy relationships: how to use 5-point summaries, box and whisker plots, and correlation to understand global health trends.

Version: 1.0

This module utilizes a user-friendly database exploring data selection, box-and-whisker plot, and correlation analysis. It also guides students on how to make a poster of their data and conclusions.
Published on 06.2021
1.4K Views
Querying databases, graphing, Ratios, data types, statistical learning, correlation, Box Plots, qbcc, health sciences education research, nutrition & food science, Understanding rates, Create graphs, Interpret graphs, interpret tables, Health Science, Concepts in Statistics, explaining statistics, using statistics, Tutorial, introductory, Study guide, Poster, Online course, Teaching material, Lecture, Reference material, Manual, Undergraduate, Homework, Majors, Non-majors, More than 1 hour, Extended Project, Workshop material, Promoting Engagement and Self-Efficacy, Accessibility, Open Data, Open Educational Resources (OER)

### Grassy Narrows and Muskrat Falls Dam: Hypothesis Testing and t-Tests

Version: 1.0

Students are introduced to concepts of hypothesis testing using elementary hypothesis tests, t-tests, and p-values as they compare a given fish population for methylmercury levels (using real and hypothetical data) against real-world mercury standards.
Published on 07.2021
173 Views
statistics, mathematics, biostatistics, ecology, biology, graphing, p-values, t-tests, hypothesis testing, in-class activity, Zoology, mercury biogeochemistry, biostatistics - general, fish population, qbcc, Biogeochemical cycles, Interpret graphs, Solving Equations and Inequalities, Concepts in Statistics, Elementary Hypothesis Testing, Methylmercury, dams, Bioaccumulation, traditional diets, mercury, mercury poisoning, native people, indigenous population, Canada, hydroelectric, explaining statistics, using statistics, introductory, Lab, Online course, Teaching material, Lecture, High School, Undergraduate, Homework, Advanced, Majors, Non-majors, 1 Hour, Less than 1 hour, More than 1 hour, Extended Project, Developing Self-awareness, Developing Empathy, Classroom Climate, Fostering a Sense of Belonging, Open Science, Open Education, Open Educational Resources (OER)

### The Perfect Brew: An Activity Demonstrating Cell Counting and Hemocytometer Use

Version: 1.0

In this activity, students will explore the use of a hemocytometer for counting cells, demonstrate the relationship between the grid seen in the microscope with volume of liquid in suspension and count cells to determine concentration.
Published on 06.2021
117 Views
Measurement, Ratios, microbiology, qbcc, Cellular and Molecular Biology, Understanding fractions, converting units, changing scales, measurements, introductory, Lab, Online course, Teaching material, Undergraduate

This module explores how cell size and shape varies across cell types in the human body by having students calculate relative proportions of numbers in scientific notation. The adaptation has added a review of scientific notation.
Published on 05.2021
145 Views
Exponents, Ratios, Scientific Notation, cell type, qbcc, manipulate equations, Cellular and Molecular Biology, converting units, changing scales, introductory, Teaching material, Undergraduate

### Students examine the diversity of human cell sizes and number using scientific notation

Version: 1.0

In this powerpoint, several of the resources from the published module 'Sizes, Scales and Specialization' are used to create a mini-module that has students examine the size and abundance of different human cell types using scientific notation.
Published on 05.2021
122 Views
Exponents, Ratios, qbcc, manipulate equations, Cellular and Molecular Biology, converting units, changing scales, introductory, Teaching material, Lecture, Undergraduate, Majors, Non-majors, Less than 1 hour

### Sizes, Scales and Specialization: Using Relative Proportions and Scientific Notation to Highlight the Diversity of Cell Types

Version: 2.0

This module explores how cell size and shape varies across cell types in the human body by having students calculate relative proportions of numbers in scientific notation.
Published on 04.2021
2.1K Views
Exponents, Ratios, Cells, qbcc, manipulate equations, Cellular and Molecular Biology, Visual Accommodations, converting units, changing scales, introductory, Article, Lab, Teaching material, Lecture, High School, Reference material, Undergraduate, Publication, Majors, Non-majors, 1 Hour, More than 1 hour, Accessibility

### The Perfect Brew: An Activity Demonstrating Cell Counting and Hemocytometer Use

Version: 1.0

In this activity, students will explore the use of a hemocytometer for counting cells, demonstrate the relationship between the grid seen in the microscope with volume of liquid in suspension and count cells to determine concentration.
Published on 09.2020
614 Views
Measurement, Ratios, microbiology, qbcc, Cellular and Molecular Biology, Understanding fractions, converting units, changing scales, measurements, introductory, Lab, Online course, Teaching material, Undergraduate

### Why does Blood Flow Change? Investigating the Math of Blood Flow Dynamics

Version: 1.0

This collection of activities explores the relationship between blood flow, pressure, and the factors of resistance through graphs and modeling direct and inverse variation.
Published on 06.2020
525 Views
quant bio, graphing, Ratios, math, assessment, college algebra, undergraduate education, physiology, Anatomy, human biology, variation, Cardiovascular physiology, Anatomy & Physiology, lab activity, OpenStax, qbcc, manipulate equations, Understanding fractions, Choosing models, Understanding rates, Estimating answers, Use elementary functions, Create graphs, Interpret graphs, Rates and Proportions, Solving Equations and Inequalities, introductory, Lab, Teaching material, Undergraduate, Homework, Less than 1 hour

### The Perfect Brew: An Activity Demonstrating Cell Counting and Hemocytometer Use

Version: 1.0

In this activity, students will explore the use of a hemocytometer for counting cells, demonstrate the relationship between the grid seen in the microscope with volume of liquid in suspension and count cells to determine concentration.
Published on 06.2021
117 Views
Measurement, Ratios, microbiology, qbcc, Cellular and Molecular Biology, Understanding fractions, converting units, changing scales, measurements, introductory, Lab, Online course, Teaching material, Undergraduate

This module explores how cell size and shape varies across cell types in the human body by having students calculate relative proportions of numbers in scientific notation. The adaptation has added a review of scientific notation.
Published on 05.2021
145 Views
Exponents, Ratios, Scientific Notation, cell type, qbcc, manipulate equations, Cellular and Molecular Biology, converting units, changing scales, introductory, Teaching material, Undergraduate

### Students examine the diversity of human cell sizes and number using scientific notation

Version: 1.0

In this powerpoint, several of the resources from the published module 'Sizes, Scales and Specialization' are used to create a mini-module that has students examine the size and abundance of different human cell types using scientific notation.
Published on 05.2021
122 Views
Exponents, Ratios, qbcc, manipulate equations, Cellular and Molecular Biology, converting units, changing scales, introductory, Teaching material, Lecture, Undergraduate, Majors, Non-majors, Less than 1 hour

### Sizes, Scales and Specialization: Using Relative Proportions and Scientific Notation to Highlight the Diversity of Cell Types

Version: 2.0

This module explores how cell size and shape varies across cell types in the human body by having students calculate relative proportions of numbers in scientific notation.
Published on 04.2021
2.1K Views
Exponents, Ratios, Cells, qbcc, manipulate equations, Cellular and Molecular Biology, Visual Accommodations, converting units, changing scales, introductory, Article, Lab, Teaching material, Lecture, High School, Reference material, Undergraduate, Publication, Majors, Non-majors, 1 Hour, More than 1 hour, Accessibility

### The Perfect Brew: An Activity Demonstrating Cell Counting and Hemocytometer Use

Version: 1.0

In this activity, students will explore the use of a hemocytometer for counting cells, demonstrate the relationship between the grid seen in the microscope with volume of liquid in suspension and count cells to determine concentration.
Published on 09.2020
614 Views
Measurement, Ratios, microbiology, qbcc, Cellular and Molecular Biology, Understanding fractions, converting units, changing scales, measurements, introductory, Lab, Online course, Teaching material, Undergraduate

### Why does Blood Flow Change? Investigating the Math of Blood Flow Dynamics

Version: 1.0

This collection of activities explores the relationship between blood flow, pressure, and the factors of resistance through graphs and modeling direct and inverse variation.
Published on 06.2020
525 Views
quant bio, graphing, Ratios, math, assessment, college algebra, undergraduate education, physiology, Anatomy, human biology, variation, Cardiovascular physiology, Anatomy & Physiology, lab activity, OpenStax, qbcc, manipulate equations, Understanding fractions, Choosing models, Understanding rates, Estimating answers, Use elementary functions, Create graphs, Interpret graphs, Rates and Proportions, Solving Equations and Inequalities, introductory, Lab, Teaching material, Undergraduate, Homework, Less than 1 hour

### Why are Cells Small? Surface Area to Volume Ratio

Version: 1.0

This module explores surface area to volume ratios in a cube and sphere in relation to cell size.
Published on 04.2020
843 Views
introductory biology, graphing, Ratios, OpenStax, qbcc, manipulate equations, Cellular and Molecular Biology, Use elementary functions, Create graphs, Interpret graphs, Rates and Proportions, Solving Equations and Inequalities, interpret tables, introductory, Lab, Teaching material, Lecture, High School, Reference material, Undergraduate, Homework, Non-majors, 1 Hour, More than 1 hour

### Exploring Marine Primary Productivity with Descriptive Statistics and Graphing in Excel

Version: 1.0

In this activity, students use real water chemistry data and descriptive statistics in Excel to examine primary productivity in an urban estuary of the Salish Sea. They will consider how actual data do or do not support expected annual trends.
Published on 09.2021
164 Views
statistics, ecology, data, Excel, graphing, Biochemistry, Oceanography, marine ecosystems, marine ecology, descriptive statistics, long-term datasets, marine, Microsoft Excel, marine biology, plankton, Outliers, Marine Science, qbcc, Using Excel, phytoplankton, Create graphs, Interpret graphs, Concepts in Statistics, large dataset, explaining statistics, using statistics, Pacific Northwest, Salish Sea, primary productivity, water chemistry, estuary, graphing in Excel, formulas in Excel, chlorophyll, time-series plots, ocean, Teaching material, Undergraduate, Dataset, Raw, Cleaned, More than 1 hour, Accessibility, Open Data, Open Educational Resources (OER)

### Using Linear Regression Adaptation: Exploring Vector-borne diseases in an online classroom

Version: 1.0

In this adaptation students in online classrooms will use linear regression at home and in synchronous online time to analyze real data on vector-borne diseases and explore how environmental factors affect disease transmission.
Published on 08.2021
106 Views
ecology, graphing, microbiology, qbcc, Understanding rates, Create graphs, Interpret graphs, interpret tables, Concepts in Statistics, introductory, Lab, Online course, Teaching material, Lecture, Undergraduate, Majors, Non-majors

### Choosing healthy data for healthy relationships: how to use 5-point summaries, box and whisker plots, and correlation to understand global health trends.

Version: 1.0

This module utilizes a user-friendly database exploring data selection, box-and-whisker plot, and correlation analysis. It also guides students on how to make a poster of their data and conclusions.
Published on 06.2021
1.4K Views
Querying databases, graphing, Ratios, data types, statistical learning, correlation, Box Plots, qbcc, health sciences education research, nutrition & food science, Understanding rates, Create graphs, Interpret graphs, interpret tables, Health Science, Concepts in Statistics, explaining statistics, using statistics, Tutorial, introductory, Study guide, Poster, Online course, Teaching material, Lecture, Reference material, Manual, Undergraduate, Homework, Majors, Non-majors, More than 1 hour, Extended Project, Workshop material, Promoting Engagement and Self-Efficacy, Accessibility, Open Data, Open Educational Resources (OER)

### Graphing bacterial growth rates: semi-log graphs v linear graphs

Version: 1.0

In this activity, students will explore the concept of binary fission, generation time, and bacterial growth curves, with an emphasis on the log phase. Students will use semi-log graphs and linear graphs to plot bacterial cell growth.
Published on 02.2021
399 Views
graphing, exponential growth, Microbiology Education, microbiology, bacteria, growth rate, Undergraduate STEM education, Community College Education, qbcc, manipulate equations, Cellular and Molecular Biology, Create graphs, Interpret graphs, binary fission, semi-log graph, linear graph, growth curve, creating graphs, introductory, Lab, Online course, Teaching material, Lecture, Reference material, Undergraduate, Homework, Majors, Non-majors, More than 1 hour, Open Educational Resources (OER)

### Big Data, Graphs, and Prediction

Version: 1.0

In this activity, students are introduced to graphing and modeling data in a step-wise fashion. Real data of covid-19 deaths over time are used to incrementally ask students to fit the data to several models and discuss which model fits best.
Published on 02.2021
385 Views
epidemiology, graphing, Logarithms, exponential growth, qbcc, covid, Choosing models, Create graphs, Interpret graphs, Concepts in Statistics, Teaching material, More than 1 hour

### Analysis of Amylase Activity

Version: 1.0

This lab is an exploration of enzyme function and the effects of environmental conditions on the activity of the enzyme amylase. The lab utilizes analytical and graphing skills to assess enzyme activity.
Published on 11.2020
315 Views
data analysis, introductory biology, concentration, graphing, linear equations, Biochemistry, scientific method, standard curve, enzyme function, Microsoft Excel, Interpreting Graphs, enzymes, qbcc, Create graphs, Interpret graphs, Solving Equations and Inequalities, interpret tables, Amylase, Alpha-amylase, Enzyme activity, Maltose, DNS assay, Absorbance, lab report, spectrophotometry, regression line, manipulating equations, line of best fit, graphing by hand, introductory, Lab, Online course, Teaching material, High School, Undergraduate, Faculty, Advanced, Majors, Non-majors, More than 1 hour, Extended Project, Promoting Engagement and Self-Efficacy

### Using Linear Regression to Explore Environmental Factors Affecting Vector-borne Diseases

Version: 1.0

In this activity students will use linear regression to analyze real data on vector-borne diseases and explore how environmental factors such as climate change or population density influence the transmission of these diseases.
Published on 09.2020
1.3K Views
ecology, graphing, microbiology, qbcc, Understanding rates, Create graphs, Interpret graphs, interpret tables, Concepts in Statistics, introductory, Lab, Online course, Teaching material, Lecture, Undergraduate, Majors, Non-majors

### Why does Blood Flow Change? Investigating the Math of Blood Flow Dynamics

Version: 1.0

This collection of activities explores the relationship between blood flow, pressure, and the factors of resistance through graphs and modeling direct and inverse variation.
Published on 06.2020
525 Views
quant bio, graphing, Ratios, math, assessment, college algebra, undergraduate education, physiology, Anatomy, human biology, variation, Cardiovascular physiology, Anatomy & Physiology, lab activity, OpenStax, qbcc, manipulate equations, Understanding fractions, Choosing models, Understanding rates, Estimating answers, Use elementary functions, Create graphs, Interpret graphs, Rates and Proportions, Solving Equations and Inequalities, introductory, Lab, Teaching material, Undergraduate, Homework, Less than 1 hour

### Why are Cells Small? Surface Area to Volume Ratio

Version: 1.0

This module explores surface area to volume ratios in a cube and sphere in relation to cell size.
Published on 04.2020
843 Views
introductory biology, graphing, Ratios, OpenStax, qbcc, manipulate equations, Cellular and Molecular Biology, Use elementary functions, Create graphs, Interpret graphs, Rates and Proportions, Solving Equations and Inequalities, interpret tables, introductory, Lab, Teaching material, Lecture, High School, Reference material, Undergraduate, Homework, Non-majors, 1 Hour, More than 1 hour

### Exploring Marine Primary Productivity with Descriptive Statistics and Graphing in Excel

Version: 1.0

In this activity, students use real water chemistry data and descriptive statistics in Excel to examine primary productivity in an urban estuary of the Salish Sea. They will consider how actual data do or do not support expected annual trends.
Published on 09.2021
164 Views
statistics, ecology, data, Excel, graphing, Biochemistry, Oceanography, marine ecosystems, marine ecology, descriptive statistics, long-term datasets, marine, Microsoft Excel, marine biology, plankton, Outliers, Marine Science, qbcc, Using Excel, phytoplankton, Create graphs, Interpret graphs, Concepts in Statistics, large dataset, explaining statistics, using statistics, Pacific Northwest, Salish Sea, primary productivity, water chemistry, estuary, graphing in Excel, formulas in Excel, chlorophyll, time-series plots, ocean, Teaching material, Undergraduate, Dataset, Raw, Cleaned, More than 1 hour, Accessibility, Open Data, Open Educational Resources (OER)

### Using Linear Regression Adaptation: Exploring Vector-borne diseases in an online classroom

Version: 1.0

In this adaptation students in online classrooms will use linear regression at home and in synchronous online time to analyze real data on vector-borne diseases and explore how environmental factors affect disease transmission.
Published on 08.2021
106 Views
ecology, graphing, microbiology, qbcc, Understanding rates, Create graphs, Interpret graphs, interpret tables, Concepts in Statistics, introductory, Lab, Online course, Teaching material, Lecture, Undergraduate, Majors, Non-majors

### Grassy Narrows and Muskrat Falls Dam: Hypothesis Testing and t-Tests

Version: 1.0

Students are introduced to concepts of hypothesis testing using elementary hypothesis tests, t-tests, and p-values as they compare a given fish population for methylmercury levels (using real and hypothetical data) against real-world mercury standards.
Published on 07.2021
173 Views
statistics, mathematics, biostatistics, ecology, biology, graphing, p-values, t-tests, hypothesis testing, in-class activity, Zoology, mercury biogeochemistry, biostatistics - general, fish population, qbcc, Biogeochemical cycles, Interpret graphs, Solving Equations and Inequalities, Concepts in Statistics, Elementary Hypothesis Testing, Methylmercury, dams, Bioaccumulation, traditional diets, mercury, mercury poisoning, native people, indigenous population, Canada, hydroelectric, explaining statistics, using statistics, introductory, Lab, Online course, Teaching material, Lecture, High School, Undergraduate, Homework, Advanced, Majors, Non-majors, 1 Hour, Less than 1 hour, More than 1 hour, Extended Project, Developing Self-awareness, Developing Empathy, Classroom Climate, Fostering a Sense of Belonging, Open Science, Open Education, Open Educational Resources (OER)

### Choosing healthy data for healthy relationships: how to use 5-point summaries, box and whisker plots, and correlation to understand global health trends.

Version: 1.0

This module utilizes a user-friendly database exploring data selection, box-and-whisker plot, and correlation analysis. It also guides students on how to make a poster of their data and conclusions.
Published on 06.2021
1.4K Views
Querying databases, graphing, Ratios, data types, statistical learning, correlation, Box Plots, qbcc, health sciences education research, nutrition & food science, Understanding rates, Create graphs, Interpret graphs, interpret tables, Health Science, Concepts in Statistics, explaining statistics, using statistics, Tutorial, introductory, Study guide, Poster, Online course, Teaching material, Lecture, Reference material, Manual, Undergraduate, Homework, Majors, Non-majors, More than 1 hour, Extended Project, Workshop material, Promoting Engagement and Self-Efficacy, Accessibility, Open Data, Open Educational Resources (OER)

### Graphing bacterial growth rates: semi-log graphs v linear graphs

Version: 1.0

In this activity, students will explore the concept of binary fission, generation time, and bacterial growth curves, with an emphasis on the log phase. Students will use semi-log graphs and linear graphs to plot bacterial cell growth.
Published on 02.2021
399 Views
graphing, exponential growth, Microbiology Education, microbiology, bacteria, growth rate, Undergraduate STEM education, Community College Education, qbcc, manipulate equations, Cellular and Molecular Biology, Create graphs, Interpret graphs, binary fission, semi-log graph, linear graph, growth curve, creating graphs, introductory, Lab, Online course, Teaching material, Lecture, Reference material, Undergraduate, Homework, Majors, Non-majors, More than 1 hour, Open Educational Resources (OER)

### Big Data, Graphs, and Prediction

Version: 1.0

In this activity, students are introduced to graphing and modeling data in a step-wise fashion. Real data of covid-19 deaths over time are used to incrementally ask students to fit the data to several models and discuss which model fits best.
Published on 02.2021
385 Views
epidemiology, graphing, Logarithms, exponential growth, qbcc, covid, Choosing models, Create graphs, Interpret graphs, Concepts in Statistics, Teaching material, More than 1 hour

### Why Cells Change Weight: Demonstrating Linear Regression Through an Osmosis Experiment

Version: 1.0

In this activity, students will perform an experiment utilizing dialysis tubing to create cellular models to demonstrate the linear relationship between cell weight and time in varying tonicities. Videos and data sets (of faculty results) are provided for
Published on 02.2021
360 Views
graphing, qbcc, Cellular and Molecular Biology, Interpret graphs, Concepts in Statistics, introductory, Teaching material, Undergraduate, Majors, Non-majors, Promoting Engagement and Self-Efficacy

### Analysis of Amylase Activity

Version: 1.0

This lab is an exploration of enzyme function and the effects of environmental conditions on the activity of the enzyme amylase. The lab utilizes analytical and graphing skills to assess enzyme activity.
Published on 11.2020
315 Views
data analysis, introductory biology, concentration, graphing, linear equations, Biochemistry, scientific method, standard curve, enzyme function, Microsoft Excel, Interpreting Graphs, enzymes, qbcc, Create graphs, Interpret graphs, Solving Equations and Inequalities, interpret tables, Amylase, Alpha-amylase, Enzyme activity, Maltose, DNS assay, Absorbance, lab report, spectrophotometry, regression line, manipulating equations, line of best fit, graphing by hand, introductory, Lab, Online course, Teaching material, High School, Undergraduate, Faculty, Advanced, Majors, Non-majors, More than 1 hour, Extended Project, Promoting Engagement and Self-Efficacy

### Using Linear Regression to Explore Environmental Factors Affecting Vector-borne Diseases

Version: 1.0

In this activity students will use linear regression to analyze real data on vector-borne diseases and explore how environmental factors such as climate change or population density influence the transmission of these diseases.
Published on 09.2020
1.3K Views
ecology, graphing, microbiology, qbcc, Understanding rates, Create graphs, Interpret graphs, interpret tables, Concepts in Statistics, introductory, Lab, Online course, Teaching material, Lecture, Undergraduate, Majors, Non-majors

### Why does Blood Flow Change? Investigating the Math of Blood Flow Dynamics

Version: 1.0

This collection of activities explores the relationship between blood flow, pressure, and the factors of resistance through graphs and modeling direct and inverse variation.
Published on 06.2020
525 Views
quant bio, graphing, Ratios, math, assessment, college algebra, undergraduate education, physiology, Anatomy, human biology, variation, Cardiovascular physiology, Anatomy & Physiology, lab activity, OpenStax, qbcc, manipulate equations, Understanding fractions, Choosing models, Understanding rates, Estimating answers, Use elementary functions, Create graphs, Interpret graphs, Rates and Proportions, Solving Equations and Inequalities, introductory, Lab, Teaching material, Undergraduate, Homework, Less than 1 hour

### Why are Cells Small? Surface Area to Volume Ratio

Version: 1.0

This module explores surface area to volume ratios in a cube and sphere in relation to cell size.
Published on 04.2020
843 Views
introductory biology, graphing, Ratios, OpenStax, qbcc, manipulate equations, Cellular and Molecular Biology, Use elementary functions, Create graphs, Interpret graphs, Rates and Proportions, Solving Equations and Inequalities, interpret tables, introductory, Lab, Teaching material, Lecture, High School, Reference material, Undergraduate, Homework, Non-majors, 1 Hour, More than 1 hour

### Using Linear Regression Adaptation: Exploring Vector-borne diseases in an online classroom

Version: 1.0

In this adaptation students in online classrooms will use linear regression at home and in synchronous online time to analyze real data on vector-borne diseases and explore how environmental factors affect disease transmission.
Published on 08.2021
106 Views
ecology, graphing, microbiology, qbcc, Understanding rates, Create graphs, Interpret graphs, interpret tables, Concepts in Statistics, introductory, Lab, Online course, Teaching material, Lecture, Undergraduate, Majors, Non-majors

### Choosing healthy data for healthy relationships: how to use 5-point summaries, box and whisker plots, and correlation to understand global health trends.

Version: 1.0

This module utilizes a user-friendly database exploring data selection, box-and-whisker plot, and correlation analysis. It also guides students on how to make a poster of their data and conclusions.
Published on 06.2021
1.4K Views
Querying databases, graphing, Ratios, data types, statistical learning, correlation, Box Plots, qbcc, health sciences education research, nutrition & food science, Understanding rates, Create graphs, Interpret graphs, interpret tables, Health Science, Concepts in Statistics, explaining statistics, using statistics, Tutorial, introductory, Study guide, Poster, Online course, Teaching material, Lecture, Reference material, Manual, Undergraduate, Homework, Majors, Non-majors, More than 1 hour, Extended Project, Workshop material, Promoting Engagement and Self-Efficacy, Accessibility, Open Data, Open Educational Resources (OER)

### Analysis of Amylase Activity

Version: 1.0

This lab is an exploration of enzyme function and the effects of environmental conditions on the activity of the enzyme amylase. The lab utilizes analytical and graphing skills to assess enzyme activity.
Published on 11.2020
315 Views
data analysis, introductory biology, concentration, graphing, linear equations, Biochemistry, scientific method, standard curve, enzyme function, Microsoft Excel, Interpreting Graphs, enzymes, qbcc, Create graphs, Interpret graphs, Solving Equations and Inequalities, interpret tables, Amylase, Alpha-amylase, Enzyme activity, Maltose, DNS assay, Absorbance, lab report, spectrophotometry, regression line, manipulating equations, line of best fit, graphing by hand, introductory, Lab, Online course, Teaching material, High School, Undergraduate, Faculty, Advanced, Majors, Non-majors, More than 1 hour, Extended Project, Promoting Engagement and Self-Efficacy

### Using Linear Regression to Explore Environmental Factors Affecting Vector-borne Diseases

Version: 1.0

In this activity students will use linear regression to analyze real data on vector-borne diseases and explore how environmental factors such as climate change or population density influence the transmission of these diseases.
Published on 09.2020
1.3K Views
ecology, graphing, microbiology, qbcc, Understanding rates, Create graphs, Interpret graphs, interpret tables, Concepts in Statistics, introductory, Lab, Online course, Teaching material, Lecture, Undergraduate, Majors, Non-majors

### Why are Cells Small? Surface Area to Volume Ratio

Version: 1.0

This module explores surface area to volume ratios in a cube and sphere in relation to cell size.
Published on 04.2020
843 Views
introductory biology, graphing, Ratios, OpenStax, qbcc, manipulate equations, Cellular and Molecular Biology, Use elementary functions, Create graphs, Interpret graphs, Rates and Proportions, Solving Equations and Inequalities, interpret tables, introductory, Lab, Teaching material, Lecture, High School, Reference material, Undergraduate, Homework, Non-majors, 1 Hour, More than 1 hour

##### 15. Manipulate equations

This module explores how cell size and shape varies across cell types in the human body by having students calculate relative proportions of numbers in scientific notation. The adaptation has added a review of scientific notation.
Published on 05.2021
145 Views
Exponents, Ratios, Scientific Notation, cell type, qbcc, manipulate equations, Cellular and Molecular Biology, converting units, changing scales, introductory, Teaching material, Undergraduate

### Students examine the diversity of human cell sizes and number using scientific notation

Version: 1.0

In this powerpoint, several of the resources from the published module 'Sizes, Scales and Specialization' are used to create a mini-module that has students examine the size and abundance of different human cell types using scientific notation.
Published on 05.2021
122 Views
Exponents, Ratios, qbcc, manipulate equations, Cellular and Molecular Biology, converting units, changing scales, introductory, Teaching material, Lecture, Undergraduate, Majors, Non-majors, Less than 1 hour

### Sizes, Scales and Specialization: Using Relative Proportions and Scientific Notation to Highlight the Diversity of Cell Types

Version: 2.0

This module explores how cell size and shape varies across cell types in the human body by having students calculate relative proportions of numbers in scientific notation.
Published on 04.2021
2.1K Views
Exponents, Ratios, Cells, qbcc, manipulate equations, Cellular and Molecular Biology, Visual Accommodations, converting units, changing scales, introductory, Article, Lab, Teaching material, Lecture, High School, Reference material, Undergraduate, Publication, Majors, Non-majors, 1 Hour, More than 1 hour, Accessibility

### Graphing bacterial growth rates: semi-log graphs v linear graphs

Version: 1.0

In this activity, students will explore the concept of binary fission, generation time, and bacterial growth curves, with an emphasis on the log phase. Students will use semi-log graphs and linear graphs to plot bacterial cell growth.
Published on 02.2021
399 Views
graphing, exponential growth, Microbiology Education, microbiology, bacteria, growth rate, Undergraduate STEM education, Community College Education, qbcc, manipulate equations, Cellular and Molecular Biology, Create graphs, Interpret graphs, binary fission, semi-log graph, linear graph, growth curve, creating graphs, introductory, Lab, Online course, Teaching material, Lecture, Reference material, Undergraduate, Homework, Majors, Non-majors, More than 1 hour, Open Educational Resources (OER)

### Why does Blood Flow Change? Investigating the Math of Blood Flow Dynamics

Version: 1.0

This collection of activities explores the relationship between blood flow, pressure, and the factors of resistance through graphs and modeling direct and inverse variation.
Published on 06.2020
525 Views
quant bio, graphing, Ratios, math, assessment, college algebra, undergraduate education, physiology, Anatomy, human biology, variation, Cardiovascular physiology, Anatomy & Physiology, lab activity, OpenStax, qbcc, manipulate equations, Understanding fractions, Choosing models, Understanding rates, Estimating answers, Use elementary functions, Create graphs, Interpret graphs, Rates and Proportions, Solving Equations and Inequalities, introductory, Lab, Teaching material, Undergraduate, Homework, Less than 1 hour

### Why are Cells Small? Surface Area to Volume Ratio

Version: 1.0

This module explores surface area to volume ratios in a cube and sphere in relation to cell size.
Published on 04.2020
843 Views