Digital library
Textbooks, references and open learning resources.
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Quantitative Research Methods for Political Science, Public Policy and Public Administration (With Applications in R)
Hank Jenkins-Smith; Joseph Ripberger · University of Oklahoma Libraries · 2017
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.
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Economics for the Greater Good
Caroline Krafft · Minnesota Libraries Publishing Project · 2019
Economics for the Greater Good: An Introduction to Economic Thinking for Public Policy teaches the central concepts of economics through applications to global challenges and domestic public policy issues. Chapters tackle issues of hunger, homelessness, rent control, minimum wages, globalization and trade, crime, discrimination, poverty and anti-poverty programs, education, pollution, health care, social safety nets, and government spending. Both microeconomic and macroeconomic concepts are introduced, including production, markets, supply and demand, price controls, models of trade and trade restrictions, cost-benefit analysis, budget constraints, public goods, externalities, taxes and subsidies, and government budgets and debt. Each chapter presents evidence on a pressing social problem, introduces an economic model to help understand that problem, and discusses evidence on what programs and policies work to alleviate global challenges.
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Principles of Microeconomics
Doug Curtis; Ian Irvine · Lyryx · 2021
Principles of Microeconomics is an adaptation of the textbook, Microeconomics: Markets, Methods, and Models by D. Curtis and I. Irvine, which provides concise yet complete coverage of introductory microeconomic theory, application and policy in a Canadian and global environment. This adaptation employs methods that use equations sparingly and do not utilize calculus. The key issues in most chapters are analyzed by introducing a numerical example or case study at the outset. Students are introduced immediately to the practice of taking a data set, examining it numerically, plotting it, and again analyzing the material in that form. The end-of-chapter problems involve numerical and graphical analysis, and a small number of problems in each chapter involve solving simple linear equations (intersecting straight lines). However, a sufficient number of questions is provided for the student to test understanding of the material without working through that subset of questions. This textbook is intended for a one-semester course, and can be used in a two-semester sequence with the companion textbook, Principles of Macroeconomics. The three introductory chapters are common to both textbooks.
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The Economics of Food and Agricultural Markets
Andrew Barkley · New Prairie Press · 2016
The Second Edition of Economics of Food and Agricultural Markets (2019) is written for applied intermediate microeconomics courses. The book showcases the power of economic principles to explain and predict issues and current events in the food, agricultural, agribusiness, international trade, labor markets, and natural resource sectors. The field of agricultural economics is relevant, important and interesting. The study of market structures, also called industrial organization, provides powerful, timely, and useful tools for any individual or group making personal choices, business decisions, or public policies in food and agricultural industries. Readers will benefit from a large number of real-world examples and applications of the economic concepts under discussion. The book introduces economic principles in a succinct and reader-friendly format, providing students and instructors with a clear, up-to-date, and straightforward approach to learning how a market-based economy functions, and how to use simple economic principles for improved decision making. The principles are applied to timely, interesting, and important real-world issues through words, graphs, and simple algebra and calculus. This book is intended for students who study agricultural economics, microeconomics, rural development and/or environmental policy. The goal of the book is to encourage students to learn to “think like an economist” through application of benefits and costs to every decision, idea, and strategic decision. This objective is accomplished by including extended examples that cover a broad range of topics including the analysis of consumer decisions, supply and demand, and market efficiency; the design of pricing strategies; advertising and marketing decisions; and public policy analysis. Contents The book begins with a review and introduction of economic principles, including markets, scarcity, and the scientific method. Supply and demand are examined carefully and completely, w
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Sustaining the Commons
John Anderies; Marco Janssen · Arizona State University · 2016
This textbook discusses the main framework, concepts and applications of the work of Elinor Ostrom and her colleagues for an undergraduate audience. We began teaching a course on collective and the commons in 2007 at Arizona State University. Initially we made use of Ostrom's classic book “Governing the Commons”, but this book was not written for an undergraduate audience. Moreover, many new insights have been developed since the 1990 publication of “Governing the Commons”. Therefore we decided to write our own textbook, which we have been using since the Spring of 2012. 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? The book is based on the work of Elinor Ostrom and her colleagues. Ostrom is best known as the 2009 co-recipient of the Nobel Prize in Economics “for her analysis of economic governance, especially the commons”. Elinor Ostrom was a professor at Indiana University since the mid 1960s, and a part-time research professor at Arizona State University since 2006. She was active in research and teaching until her death at the age of 78 on June 12, 2012.
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Principles of Microeconomics
David Shapiro; Steven Greenlaw; Daniel MacDonald · OpenStax · 2014
Principles of Microeconomics 3e covers the scope and sequence of most one semester introductory microeconomics courses. The third edition takes a balanced approach to the theory and application of microeconomics concepts. The text uses conversational language and ample illustrations to explore economic theories, and provides a wide array of examples using both fictional and real-world applications. The third edition has been carefully and thoroughly updated to reflect recent developments, as well as to provide a deeper background in diverse contributors and their impacts on economic thought and analysis. For example, the third edition highlights the research and views of a broader group of economists.
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Principles of Macroeconomics for AP® Courses 2e
Steven Greenlaw; David Shapiro · OpenStax · 2017
Principles of Macroeconomics 3e covers the scope and sequence of most one semester introductory macroeconomics courses. The third edition takes a balanced approach to the theory and application of macroeconomics concepts. The text uses conversational language and ample illustrations to explore economic theories, and provides a wide array of examples using both fictional and real-world scenarios. The third edition has been carefully and thoroughly updated to reflect current data and understanding, as well as to provide a deeper background in diverse contributors and their impacts on economic thought and analysis. For example, the third edition highlights the research and views of a broader group of economists. Brief references and deeply explored socio-political examples have also been updated to showcase the critical – and sometimes unnoticed – ties between economic developments and topics relevant to students. A fuller list of changes made in Principles of Macroeconomics 3e are described in the preface and the transition guide to help instructors transition to the third edition.
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Principles of Economics
Steven Greenlaw; David Shapiro; Daniel MacDonald · OpenStax · 2022
Principles of Economics 3e covers the scope and sequence of most introductory economics courses. The third edition takes a balanced approach to the theory and application of economics concepts. The text uses conversational language and ample illustrations to explore economic theories, and provides a wide array of examples using both fictional and real-world scenarios. The third edition has been carefully and thoroughly updated to reflect current data and understanding, as well as to provide a deeper background in diverse contributors and their impacts on economic thought and analysis. For example, the third edition highlights the research and views of a broader group of economists. Brief references and deeply explored socio-political examples have been updated to showcase the critical – and sometimes unnoticed – ties between economic developments and topics relevant to students. A fuller list of changes made in Principles of Economics 3e are described in the preface and the transition guide to help instructors transition to the third edition.
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Principles of Macroeconomics
University of Minnesota Libraries Publishing · 2016
Recognizing that a course in economics may seem daunting to some students, we have tried to make the writing clear and engaging. Clarity comes in part from the intuitive presentation style, but we have also integrated a number of pedagogical features that we believe make learning economic concepts and principles easier and more fun. These features are very student-focused. The chapters themselves are written using a “modular” format. In particular, chapters generally consist of three main content sections that break down a particular topic into manageable parts. Each content section contains not only an exposition of the material at hand but also learning objectives, summaries, examples, and problems. Each chapter is introduced with a story to motivate the material and each chapter ends with a wrap-up and additional problems. Our goal is to encourage active learning by including many examples and many problems of different types. A tour of the features available for each chapter may give a better sense of what we mean: Start Up—Chapter introductions set the stage for each chapter with an example that we hope will motivate readers to study the material that follows. These essays, on topics such as the value of a college degree in the labor market or how policy makers reacted to a particular economic recession, lend themselves to the type of analysis explained in the chapter. We often refer to these examples later in the text to demonstrate the link between theory and reality. Learning Objectives—These succinct statements are guides to the content of each section. Instructors can use them as a snapshot of the important points of the section. After completing the section, students can return to the learning objectives to check if they have mastered the material.Heads Up!—These notes throughout the text warn of common errors and explain how to avoid making them. After our combined teaching experience of more than fifty years, we have seen the same mistakes made by many
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International Trade: Theory and Policy
Steve Suranovic · Saylor Foundation · 2010
International Trade: Theory and Policy is built on Steve Suranovic's belief that to understand the international economy, students need to learn how economic models are applied to real world problems. It is true what they say, that ”economists do it with models.“ That's because economic models provide insights about the world that are simply not obtainable solely by discussion of the issues. International Trade: Theory and Policy presents a variety of international trade models including the Ricardian model, the Heckscher-Ohlin model, and the monopolistic competition model. It includes trade policy analysis in both perfectly competitive and imperfectly competitive markets. The text also addresses current issues such as free trade area formation and administered protection policies. The models are developed, not by employing advanced mathematics, but rather by walking students through a detailed description of how a model's assumptions influence its conclusions. But more importantly, each model and theory is connected to real world policy issues. The main purpose of the text is to provide a thorough grounding in the arguments concerning the age-old debate about free trade versus protectionism. This text has the following unique features: The text begins with an historical overview of trade policy issues to provide context for the theory. The text concludes with a detailed economic argument supporting free trade.The welfare analysis in the Ricardian, Heckscher-Ohlin and specific factors models emphasize the redistributive effects of free trade by calculating changes in real incomes.The trade policy chapter provides a comprehensive look at many more trade policies than are found in a printed textbook. A chapter about domestic policies contains an evaluation of domestic taxes and subsidies that are often ignored in traditional trade textbooks but are increasingly important as large countries complain more about each other's domestic agriculture policies and labor and en
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Quantitative Methods for Plant Breeding
Walter Suza; Kendall Lamkey · Iowa State University Digital Press · 2023
This open textbook covers common statistics used in agriculture research, including experimental design in plant breeding and genetics, as well as the analysis of variance, regression, and correlation.
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Concept Development Studies in Chemistry
John Hutchinson · OpenStax CNX · 2013
This collection of Concept Development Studies in Chemistry is presented to redirect the focus of learning. In each concept development study, a major chemical concept is developed and refined by analysis of experimental observations and careful reasoning. Each study begins with the definition of an initial Foundation of assumed knowledge, followed by a statement of questions which arise from the Foundation. Analysis of these questions is presented as a series of observations and logical deductions, followed by further questions. This detailed process is followed until the conceptual development of a model provides a reasonable answer to the stated questions.
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Unfolding the Mystery of Life, Biology Lab Manual for Non-Science Majors
Ellen Genovesi; Laura Blinderman; Patrick Natale · Ellen Genovesi, Laura Blinderman and Patrick Natale · 2019
This laboratory manual is intended for use in a biology laboratory course taken by non-science majors, pre-biology, and pre-allied health majors. Laboratory exercises provide students with experience in basic laboratory skills, gathering and organizing data, measuring and calculating, hypothesis testing, analysis of data, writing, and laboratory safety. The skill sets are designed to promote the development of critical thought and analysis. Students work with living and preserved specimens, and laboratory reagents and equipment.
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General Biology Laboratory Booklet
Martilias Farrell · The Pennsylvania Alliance for Design of Open Textbooks (PA-ADOPT) · 2025
This laboratory manual provides a diverse collection of experiments designed to immerse students in techniques mirroring those used in professional biomedical research. Students will explore fundamental enzyme kinetics, investigating how varying amylase concentrations and the introduction of chemical modifiers influence starch digestion rates. These labs emphasize quantitative analysis through colorimetric assays and densitometry using ImageJ software. The booklet also features studies with planaria, where students will assess how common substances affect locomotor activity and screen compounds for their impact on the remarkable regenerative abilities of these organisms, including generating concentration-effect curves. Additional activities guide students in using microscopy to observe microscopic life. Throughout these hands-on investigations, students will develop and refine crucial laboratory skills such as preparing serial dilutions, mastering precise pipetting techniques, and maintaining detailed, reproducible laboratory notebooks, thereby building a robust foundation in experimental design, data analysis, and the scientific method.
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Laboratory Manual: General Chemistry II Honors
Adedoyin Adeyiga · The Pennsylvania Alliance for Design of Open Textbooks (PA-ADOPT) · 2025
General Chemistry II Honors Laboratory Manual (2025) is designed to expose students to labs with applications. Chemical instrumentation for analyses of different substances is showcased; analysis of common household and environmental samples was delved into. The belief is that honors level students should get early introduction to chemical instrumentation and their use in carrying out sample testing and analysis.
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Investigations in Experimental Physics
Peter Polito; James Walsh; Jeff Gagnon · Peter J. Polito, James E. Walsh, and Jeff L. Gagnon · 2025
As stated in previous editions, the purpose of the physics laboratory is not only to reinforce the physical principles studied in the classroom but also to stimulate the development of skills and techniques required to carry out well-designed experimental investigations. It is the hope of the authors that the experimental skills and techniques acquired in this laboratory will be carried over by the student to their respective areas of interest. It is, in fact, strongly suggested that the student make an effort early in their undergraduate career to become familiar with the current research problems in their area of interest. The student should always be aware of the applicability of skillsand techniques developed in this laboratory to their field of study. This manual can be used in a one semester or two semester course. At our institution, we use it in a two semester General Physics course designed primarily for health science majors (Physical Therapy, Biology, Physician Assistant, etc.). It it also used in a one semester Physics for Movement Science course designed for movement science majors (Exercise Science, Athletic Training, Physical Education, etc.). The tenth edition of the manual is a major revision of the ninth edition. Nearly all of the diagrams were updated, pictures of the lab equipment were included for every lab, and more tables were added to record data for each lab. Six new labs on Vector Addition and Subtraction with Applications, Graphical Interpretation, Motion Analysis, Applications of Rotational Equilibrium, Impulse-Momentum Vertical Jump Application, and Basic Exploration of Electric Fields Due to Point Charges were added. In addition, three older labs that we no longer have equipment to perform were removed (Hygrometry, Measurement of the Speed of Sound in Air by Kundt’s Method, and Spectrometry). Many of the other labs were also updated and supplemented by adding a simulation component using the Phet online simulations. The student is requi
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Molecular Plant Breeding
Walter Suza; Kendall Lamkey; William Beavis · Iowa State University Digital Press
This book focuses on genomics and plant biotechnology approaches used in plant breeding, the analysis of genomic data, and their application in quality control measures. The application of alternative genomic technologies to enhance conventional breeding strategies is also presented.
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Crop Genetics
Walter Suza; Kendall Lamkey · Iowa State University · 2023
This book provides an introduction to genetic concepts such as reproductive systems, recombination, mutation, segregation and linkage analysis, inbreeding, quantitative inheritance, fertility regulation, population genetics and polyploidy.
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Surveying and Mapping
Christian Tiberius; Hans van der Marel; René Reudink; Freek van Leijen · TU Delft Open · 2021
This book provides an introduction, at academic level, into the field of surveying and mapping. The book has been compiled based on hand-outs and readers written for the third-year course Surveying and Mapping, in the bachelor program Civil Engineering at Delft University of Technology. This book covers a wide range of measurement techniques, from land surveying, GPS/GNSS and remote sensing to the associated data processing, the underlying coordinate reference systems, as well as the analysis and visualization of the acquired geospatial information.
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Genetics, Agriculture, and Biotechnology
Walter Suza; Donald Lee · Iowa State University · 2021
This textbook provides an introduction to plant genetics and biotechnology for the advancement of agriculture. A clear and structured introduction to the topic for learners new to the field of genetics, the book includes: an introduction to the life cycle of the cell, DNA and how it relates to genes and chromosomes, DNA analysis, recombinant DNA, biotechnology, and transmission genetics.