The focus of this book is on using quantitative research methods to test hypotheses and build theory in political science, public policy and public administration. It is designed for advanced undergraduate courses, or introductory and intermediate graduate-level courses. The first part of the book introduces the scientific method, then covers research design, measurement, descriptive statistics, probability, inference, and basic measures of association. The second part of the book covers bivariate and multiple linear regression using the ordinary least squares, the calculus and matrix algebra that are necessary for understanding bivariate and multiple linear regression, the assumptions that underlie these methods, and then provides a short introduction to generalized linear models.

The book fully embraces the open access and open source philosophies. The book is freely available in the SHAREOK repository; it is written in R Markdown files that are available in a public GitHub repository; it uses and teaches R and RStudio for data analysis, visualization and data management; and it uses publically available survey data (from the Meso-Scale Integrated Socio-geographic Network) to illustrate important concepts and methods. We encourage students to download the data, replicate the examples, and explore further! We also encourage instructors to download the R Markdown files and modify the text for use in different courses.

This 9 minute video will examine structural unemployment. It will enforce the standard EPF. 5

Economic Education Specialist, Scott Wolla, explains the concept of supply in this episode of the Economic Lowdown Video Series. Students will learn how changes in the price of a good affect the quantity of the goods produced and how changes in market conditions will affect the supply curve.

This book is suited for the Entrepreneurship or Innovation course with an emphasis on Sustainability or for a course devoted entirely to Sustainability.

What are the trends and forces underlying the changing character of the business-environment relationship? How they are creating significant entrepreneurial opportunities for individuals and companies? Around the world, the movement toward “sustainable development” has caused many firms to adopt policies and practices that reflect what is sometimes called a “sustainable business” or “triple bottom line” approach. “Triple bottom line” refers to the demonstration of strong performance across economic, social, and environmental indicators. Those measures serve as indicators of fiduciary responsibility to a growing set of concerned investors and therefore can help ensure access to capital. They also enable innovators to lower costs, create strategic differentiation, reduce risk, and position themselves for competitive advantage over rivals less attuned to trends.

The deep roots of sustainability thinking are now evident in widespread and increasingly visible activities worldwide, and Sustainability, Innovation, and Entrepreneurship explores this evolution; its necessity, its implications and its progression.

In this book you will learn about institutions–the rules and norms that guide the interactions among us. Those rules and norms can be found from traffic rules, rules in sports, regulations on when and where alcohol can be consumed, to constitutional rules that define who can become president of the United States of America. Rules and norms guide us to cooperative outcomes of so-called collective action problems. If we rely on voluntary contributions only to get anything done, this may not lead to the best results. But research also shows that coercion of people to comply to strict rules do not necessary lead to good outcomes. What combination of sticks and carrots is needed to be successful to solve collective action problems such as sustaining the commons?

Labor market information (LMI) can help workforce professionals, educators and job seekers distinguish where there are strengths and/or weaknesses in their economies. All of the attention to economic data may allow for more informed decision-making at all levels: informed job seekers, business owners, educators and policymakers.

This paper describes how to implement and run a game for teaching the principles of money and banking to an undergraduate economics class. The game primarily deals with the market for loanable funds, but numerous extensions are provided to cover topics such as monetary policy, the tools of the Federal Reserve, shifts in the equilibrium of the market for loanable funds, and the quantity theory of money. The experiment can be used in principles, intermediate macroeconomics, or money and banking courses. The experiment takes approximately 45 minutes to run, depending on class size, and requires no computers.