The Network of Conservation Educators and Practitioners (NCEP) produces peer-reviewed teaching resources summarizing topics on conservation biology. Each module contains a synthesis document outlining the main concepts of a subject, a modifiable visual presentation, classroom exercises and solutions, teaching notes, and interdisciplinary case studies. For more information please visit where all NCEP modules are available free of charge.

This case study is retrieved from the open book Open Data as Open Educational Resources. Case studies of emerging practice.

Course description:

Metrics and measurement are important strategic tools for understanding the world around us. To take advantage of the possibilities they offer, however, one needs the ability to gather, work with, and analyse datasets, both big and small. This is why metrics and measurement feature in the seminar course Technology and Evolving Forms of Publishing, and why data analysis was a project option for the Technology Project course in Simon Fraser University’s Master of Publishing Program.

The assignment:

“Data Analysis with Google Refine and APIs": Pick a dataset and an API of your choice (Twitter, VPL, Biblioshare, CrossRef, etc.) and combine them using Google Refine. Clean and manipulate your data for analysis. The complexity/messiness of your data will be taken into account”.

The Network of Conservation Educators and Practitioners (NCEP) produces peer-reviewed teaching resources summarizing topics on conservation biology. Each module contains a synthesis document outlining the main concepts of a subject, a modifiable visual presentation, classroom exercises and solutions, teaching notes, and interdisciplinary case studies. For more information please visit where all NCEP modules are available free of charge.

ILLUMINE Evidence-based Teaching Practices Handbook is an open educational resource (OER). It compiles, from the workshops, evidence-based practices, technological tools facilitating their usage, science of learning theory underlying them, and case studies generated by teachers. It’s a practical resource that support educators in improving their teaching practices.

Bonnie Chen builds on students' prior knowledge of mutations to lead her class through a simulation of wading birds feeding.

Marilyn Havlik leads students through a simulation of the Hardy-Weinberg Principle to develop their understanding of population genetics.

Short Description:
This casebook opens up modes of inquiry into Western knowledge foundations, asking students to embrace epistemological uncertainty as a productive means of developing critical thinking skills.

Long Description:
The casebook offers five reading units organized thematically around significant questions at issue. Reading Unit 1 grounds students in contemporary questions of science and its boundaries, offering a blend of dense and approachable readings intended to spark class conversations on the topic of scientific culture. Units 2 and 3 extend discourses on scientific culture into areas of critical analysis such as gender, race and ethnicity, religion, ethics, and colonialism, as well as examining issues of language and perception. Unit 4 focuses on basic questions of fact, definition, and interpretation by exploring the discourse surrounding anomalies, pseudoscience, and skepticism, making it particularly useful for reviewing and extending students’ understanding of skills learned in Writing 121. Finally, Unit 5 offers a case study on Frankenstein as a techno-moral lesson on overreaching ambition and how it applies to scientific culture today. While the Table of Contents is organized thematically, many readings have cross-unit (and cross-disciplinary) connections and relevance. We encourage instructors to make use of the Alternative Table of Contents and to feel welcome to assign the entire casebook in your courses and/or to use individual readings or units as launching points for individual and team research projects. Supplementary teaching resources can be found in the casebook bibliography.

Word Count: 4502

ISBN: 978-1-63635-020-2

(Note: This resource's metadata has been created automatically by reformatting and/or combining the information that the author initially provided as part of a bulk import process.)

This case study involves class discussion about (a) the environmental concerns of developing a new industrial project (in this case, a new mine in Minnesota), and (b) the ethics of communicating those impacts, both between industry and the public, and a scientist and the public. The first part of the discussion ties into previous class instruction on sulfide mining and impacts.

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Through this unit, students will learn a broad narrative of the women's rights movement in the United States and elsewhere. We will begin with the present as to why there are still issues with equality among men and women, and search back through history for its causes. My objective will be to correct students’ misinformation and to encourage them to understand why gender inequality in its various forms--political, economic, and social--persists to the present day.

The inspirational examples of influential women will teach students the behaviors needed to succeed in the world. Case studies, informed by the CRAIGs structure, will be our starting point.

Teaching with Research Data by the Australian National Data Service (ANDS) provides nine case studies of courses that incorporate data usage in teaching. These case studies cover various subject areas. Two examples activities are:

History at the University of Melbourne: data creation and text analysis in the humanities
The course includes an introduction to big data. The creation of vast textural databases means that it is possible not just to find information but to analyse and interpret in ways not previously available for teaching or for the general public. Students are encouraged to use databases of text such as Google Books (using NGram) or the NLA’s Trove newspapers (using QueryPic) to generate graphs of word use or phrase use frequency to see whether their findings accord with other evidence or to otherwise add depth to their assignments. Students are required to open a Zotero account, and use it to collect and present information they have collected. Use of Omeka is currently under investigation: this is an open source web publishing platform to display online exhibitions of scholarly materials and has been one of those resources publicised by the University of Melbourne Research Bazaar.

Approaches to Research in Education at Flinders University: learning social science methodology using real data
David Curtis is Associate Professor, Educational Research at Flinders University where he also teaches a number of subjects to do with statistical methods and research techniques as part of masters degree courses in education. One subject in particular, Approaches to Research (EDUC9761) has a focus on using authentic data, most often PISA data from the OECD19 and LSAY data collected by ACER20. The primary object of the course is to introduce both qualitative and quantitative approaches to research, including the identification of problems, literature review, developing questions and hypotheses, collecting and analysing data and reporting and evaluating research. In this context, use of authentic data provides an opportunity to explore real issues within the field and to integrate the students’ studies with their own research interest. Using real world data means that students confront issues such as incompleteness, measures which are ‘not quite as good as you might wish they were’ and other problems usually not encountered with manufactured data sets.

This unit presents an applied Case Study example and the associated concepts related to designing a seismic survey and analyzing the data. Parts of the instrument are discussed and practical experience simulating travel time arrivals on a travel time-offset plot are presented. A real dataset from the Case Study site at Codorus Creek, York, PA is presented and analysis strategies are discussed.

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This case study describes a practical exercise developed for students in the School of Geography and Environmental Science at Monash University. The exercise is based around simple bioclimatic modelling techniques and designed for first-year university students of biogeography, ecology and climatology. It incorporates aspects of past, present and future climates and their impact on species distributions, particularly in Victoria, but could be easily modified to suit any part of Australia. The practical exercise has three main parts: the first is on animal distributions under current and future climates; the second concerns plant distributions in the past and present; and the third part looks at how rare and endangered species may respond to future climate change in alpine environments.

Unit 6 provides an opportunity for students to present their action plans and exchange knowledge about what they have learned in their team case study work. This unit builds on food security and Earth system science covered in the first three units. It can be taught in any course discussing food security or it can be modified to fit a variety of courses of in the sciences and social sciences. The activities included in this unit are appropriate for introductory-level college students or as a basis for more in-depth class discussions on food security for upper-level students.

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The purpose of this unit is to analyze the different ways that race and law have operated over the course of American history. The unit is designed to be implemented in a United States History course, but can also be used in a Civics classroom as a way of understanding the function of the law. The unit compromises of three main case studies 1) Racial Formation of Legal Code in Colonial America with the specific focus on the aims and goals of the Naturalization Law of 1790 2) The Prerequisite Cases of the 1920s and finally, 3)Anti-Miscegenation Cases and Racial Categories at the time of the Eugenics Movement in the 1930s and 40s. The purpose of weaving these different historical time periods together is to help students reshape the ways in which they look at the law and more importantly understand how race and law have worked together to shape the world in which we live. The different case studies can be introduced individually or used in a thematic manner.

In this unit, student groups will evaluate different environmental case studies to critically investigate qualitative and quantitative data analysis, collection, and inquiry. Students will begin to consider different forms of sensory-related data collection and how experiential knowledge informs the ways in which one forms analytical, evaluative questions. Student expert groups are provided one case study (different expert groups will examine at least two different cases) that has a number of different kinds of resources that students will examine (e.g. journalistic, scientific, narrative, visual, auditory). Students will use cooperative learning methods to engage with problem-based inquiry rather than have the case study information delivered via instructor-based lecture. Given that students across disciplinary contexts may not have been exposed to scientific methods of investigation, this unit encourages systems thinking alongside other methods of investigation. As students consider the variety of perceptions that occur within a group of people sharing an environmental experience, students are able to consider the impact that different types of data have on one's perception of data collection and its analysis. This exercise also demonstrates the utility of interdisciplinary thinking -- by examining data sets from multiple academic disciplines, students gain a more complete understanding of the case study compared to what they would have understood by examining data from a single research approach. The activity also provides students with an opportunity to practice interdisciplinary thinking and collaboration skills. The cases address several key environmental challenges: soil contamination, water resources, and the impacts of industrial agriculture.
A collaborative learning method is used in conjunction with guided class and group discussion to critically examine different types of data and encourage consistency of data analysis between student groups. This unit uses a group exploration and presentation activity to ensure equal distribution of materials and accountability among class participants. In essence, the students teach each other about the case studies with the instructor providing questions to elicit depth and synthesis between groups as well as to ensure that critical data analysis is undertaken.

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This is a 'citizen science' research project where students to apply their knowledge of landslide processes in an investigation of the natural and anthropogenic causes of a real-world landslide catastrophe. Students produce a 'magazine' article discussing the Zhouqu, China, August 8, 2010 landslide catastrophe.

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In Unit 2, students apply and evaluate foundational concepts about storm hazards and risk in the context of two cases studies: Superstorm Sandy (2012) and the Storm of the Century (1993). Through different activities and assignments, students develop skills for finding, evaluating, and relating data to case studies and build an understanding of preparedness, response, and resilience. The activities include: an analysis of hazard mitigation plans for their local community, examination of storm-related geophysical processes in the context of societal risks, preparation of a press release for community preparedness, and a peer review and revision opportunity for the press releases. Instructors may also end this unit by having students revise their concept maps from Unit 1, applying lessons learned in Units 1 and 2.

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This video segment from the teacher video series Learning That Works uses a case study to highlight the effectiveness of a project-based, real-world approach to teaching science.

Partnerships between scientists and local communities can increase research capacity and data delivery while improving management effectiveness through enhanced community participation. To encourage such collaboration, this study demonstrates how these partnerships can be formed, drawing on a case study in a coral reef ecosystem.

Steps towards successfully engaging communities in research were described and showed maximizing beneficence: trust was increased; scientific relevance to local communities was increased; scientific accuracy was increased; fair benefits also included appropriate incentives and open communication which mitigated exploitation and adverse harms of research. We have provided a short summary of this case study for our case study scenario with relevant analytical questions for participants to review.

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Compiled and modified for instructional use by: Lisa Phillips, Illinois State University, llphill@ilstu.edu
On September 10, 2012, several million southern California residents reacted with alarm to an unfamiliar noxious scent. The Air Quality Management District officials in the Los Angeles region were initially at a loss to determine the odor's source. Investigators from Ventura to Palm Springs looked for toxic spills, sewage plant leaks, and gas line breaks—all for naught.

The smell's origin was the Salton Sea more than 150 miles away and not usually upwind. The smell of an algal bloom and subsequent massive fish kill released odor molecules redolent with the stench of environmental decay.

This case study includes discussion questions and data sources for further information.

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