{"id":1726,"date":"2020-12-07T15:38:37","date_gmt":"2020-12-07T21:38:37","guid":{"rendered":"https:\/\/ele.local\/?p=1726"},"modified":"2021-09-14T08:35:11","modified_gmt":"2021-09-14T13:35:11","slug":"evaluate-courses-with-collaboration-between-institutional-research-and-faculty","status":"publish","type":"post","link":"https:\/\/www.everylearnereverywhere.org\/es\/blog\/evaluate-courses-with-collaboration-between-institutional-research-and-faculty\/","title":{"rendered":"Evaluate Courses By Building Collaboration Between Institutional Research and Faculty"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">The student learning data generated by digital technologies creates opportunities to evaluate courses if faculty and an institution\u2019s Office of Institutional Research (IR) are able to cooperate effectively. But Julie Neisler, Quantitative Researcher, Learning Sciences Research at<\/span><a href=\"https:\/\/digitalpromise.org\/our-team\/\"> <span style=\"font-weight: 400;\">Digital Promise<\/span><\/a><span style=\"font-weight: 400;\">, says some faculty mistakenly believe they simply need to put in a request to IR at the end of the semester and they\u2019ll get the data they need.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">That\u2019s a recipe for an incomplete or less insightful data collection and analysis of the effects of making changes in a course. Instead, say Neisler and her colleague Barbara Means, Executive Director, Learning Sciences Research at Digital Promise, it\u2019s critical that faculty build a relationship with IR early in a course design in order to evaluate the course later.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As the repository for student records, IR has the student demographics needed to generate an unbiased estimate of the impact of your adaptive course. Those records include the student ID, Pell eligibility, prior academic achievement, race and age, and more. IR can also help you prepare for a focused analysis later and anticipate problems collecting and <\/span><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/disaggregating-learning-data-adaptive-learning\/\"><span style=\"font-weight: 400;\">disaggregating student data<\/span><\/a><span style=\"font-weight: 400;\">, which is key to knowing how equitable a course is and if it is closing or exacerbating equity gaps.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">If you are a college or university instructor implementing adaptive learning or other digital learning technology in course, how can you work effectively with IR at your institution to evaluate your results and use that insight for continuous improvement?<\/span><\/p>\n<h2><b>Identify the research question<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Means says, \u201cTypically faculty are not in a position to produce convincing evidence of impact\u201d when implementing significant changes to instruction.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">A key step to evaluating courses is helping IR understand the research question you are trying to answer. That works best if they are involved from the course design stage. Having someone on your team who understands research design and setting up a reasonable comparison group enables you to extract reliable data for students in a comparison group as well as those in your course at the end of the semester.<\/span><\/p>\n<aside class=\"inline-callout\"><b>Examples of collaborating across campus<\/b><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/team-based-approach-to-a-replicable-adaptive-learning-framework\/\"><span style=\"font-weight: 400;\">University of Texas at El Paso Uses a Team-Based Approach to Design a Replicable Adaptive Learning Framework<\/span><\/a><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/teamwork-to-seed-change-how-foreign-language-faculty-at-ucf-are-improving-learning-outcomes\/\"><span style=\"font-weight: 400;\">Teamwork to Seed Change: How Foreign Language Faculty at University of Central Florida Improved Learning Outcomes<\/span><\/a><\/p>\n<p><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/adaptive-learning-initiative-team\/\"><span style=\"font-weight: 400;\">Building Your Adaptive Learning Initiative Dream Team<\/span><\/a><\/p>\n<p><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/why-and-how-houston-community-college-involved-the-tutoring-center-in-its-adaptive-learning-pilot-project\/\"><span style=\"font-weight: 400;\">How Houston Community College Involved the Tutoring Center in Its Adaptive Learning Pilot Project<\/span><\/a><\/p>\n<p><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/how-college-and-university-instructors-and-librarians-can-collaborate-for-equity-in-online-learning\/\"><span style=\"font-weight: 400;\">How College and University Instructors and Librarians Can Collaborate for Equity in Online Learning<\/span><\/a><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/collaborative-networks-in-higher-education-can-promote-equity\/\"><span style=\"font-weight: 400;\">How Collaborative Networks in Higher Education Can Promote Equity<\/span><\/a><\/p>\n<\/aside>\n<h2><b>Know your student characteristics<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">College instructors evaluating a pilot project may not know important characteristics of their students available in IR records, such as whether the student is attending your college full or part time.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">One of the most important characteristics is prior achievement, which is an important predictor of academic success. Prior achievement can be measured by a placement test, for example, in mathematics or language arts. Or it could be a student\u2019s GPA from high school.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Depending on your research question, other characteristics that may be useful to know is how many students in your class are veterans, Pell eligible, or attending part time. Part-time students are more likely to be juggling work and family responsibilities, which can be a factor in learning outcomes. Not accounting for these student characteristics when comparing course outcomes for different groups of students can skew the data comparison and analysis at the end of the semester.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Neisler recalls working with a faculty member who went from teaching a daytime section of a course without adaptive courseware to teaching an evening section with adaptive courseware. As a result, her students went from almost all full time to almost all part time.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">But the change in student characteristics was less visible than the change in modality. If the instructor evaluated the course by comparing grades for the two semesters and found that they were lower for the evening students, she might incorrectly infer that the courseware had depressed performance. Using data from IR, she can compare part-time day students to part-time evening students to get a cleaner comparison.<\/span><\/p>\n<p><i><span style=\"font-weight: 400;\">Profile \u2014 <\/span><\/i><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/using-data-and-an-iterative-approach-to-revise-course-content\/\"><i><span style=\"font-weight: 400;\">How University of Texas Rio Grande Valley Uses Data and an Iterative Approach to Revise Course Content<\/span><\/i><\/a><\/p>\n<h2><b>Define your outcome measures<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">At some point, faculty and IR will be merging data that each has collected, and that should be guided by what outcomes will illuminate the research question. The outcome measures that matter may be <\/span><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/posts\/how-do-you-know-your-college-or-university-is-ready-for-adaptive-learning-look-for-these-criteria\/\"><span style=\"font-weight: 400;\">using technology to close student equity gaps<\/span><\/a><span style=\"font-weight: 400;\">, improving <\/span><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/concerned-about-equity-in-higher-ed-start-with-the-dfwi-rate\/\"><span style=\"font-weight: 400;\">DFWI or DFW rates<\/span><\/a><span style=\"font-weight: 400;\">, or<\/span><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/what-are-gateway-courses-and-why-do-they-matter-to-equity-in-higher-ed\/\"> <span style=\"font-weight: 400;\">improving equity in gateway courses<\/span><\/a><span style=\"font-weight: 400;\">. Neisler advises, \u201cWhatever your goal for your course is, the adaptive courseware should include those measures.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Meanwhile, define which outcome measures require input from IR. To evaluate the course, do you need to sort data by gender? Is knowing a student\u2019s race or ethnicity important? Are you seeking to improve outcomes for Pell-eligible students?<\/span><\/p>\n<h2><b>Tying the data together<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">You need three things to merge courseware data with IR records \u2014 the student login name within the learning management system, the student\u2019s actual name, and their institutional ID.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">One challenge is that the student\u2019s login name may not be the same as their actual name. Another is that the courseware typically doesn\u2019t carry the institutional ID, though some institutions arrange with their vendor to tie the student login ID to the institutional ID.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Resolving this is rarely a \u201cpush button\u201d process, which is another reason why it\u2019s important for faculty to coordinate with IR as early as possible.<\/span><\/p>\n<h2><b>Designing your evaluation report<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">What does a model course evaluation report look like? Means says there isn\u2019t a standard, because \u201cthere\u2019s a wide variance, depending on whether you\u2019re teaching a high-enrollment class or you\u2019re working with a lot of minoritized students in a community college.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">But she does describe an ideal scenario for defining and measuring student outcomes \u2014 two faculty members teaching the same course and embarking on an adaptive learning course together.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">In that case, they share a common structure for the course, learning outcomes, mid-term and final exams, and they share the same courseware and instructional strategies. They\u2019ve engaged the IR office early in the design process and are getting feedback from students by asking questions on a regular basis. This works especially well when both instructors are discussing that feedback and<\/span><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/how-one-university-uses-dashboard-data-to-make-mid-stream-adjustments-in-math-courses\/\"> <span style=\"font-weight: 400;\">using that data to make course improvements during the semester<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h2><b>Prepare for privacy<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Data from IR typically comes back to the instructor anonymized. For example, you may know you have three veterans and two Pell-eligible students in your class, as well as data about their prior achievements, but not who they are.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">IR has to be careful with small classes that the data it provides doesn\u2019t make it obvious which characteristics belong to which students. For example, IR might avoid showing characteristics such as race and Pell eligibility status to avoid feeding into an implicit bias.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As an instructor, you want to know what data the software is collecting about students and how it is being used. Make sure consent to collecting data is informed consent, not just a student checking a box without understanding how the data is being used.<\/span><\/p>\n<h2><b>To evaluate courses, prepare for success<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Faculty wanting to evaluate the impact of new digital learning technologies should be cognizant of resources, reporting requirements, and workload of the institutional research office. Remember that IR is processing grades for every course at the end of the semester and have their own high-stakes reporting deadlines to meet. For example, <\/span><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/the-regulatory-issues-administrators-are-thinking-about-while-faculty-design-online-courses\/\"><span style=\"font-weight: 400;\">IR works on many of the regulatory requirements that higher ed must comply with<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">As a result, it\u2019s not unusual for faculty to wait a month or two for that final report on student outcomes. \u201cMost IR offices were set up to do mandatory reporting to the federal government,\u201d Means explains. \u201cIn some cases, they\u2019re quite understaffed. This is a new role for IR to support better teaching and learning.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Adaptive courseware, when designed and used effectively, can result in better student outcomes. But it is not plug-and-play. Faculty and administrators need to get the right people around the table at the right time to evaluate courses that have been redesigned to use digital learning technologies and to close equity gaps. If the expectation is that data analysis will drive improvement at your institution, be sure to include your Office of Institutional Research.<\/span><\/p>\n<p><a href=\"https:\/\/www.everylearnereverywhere.org\/es\/resources\/improving-critical-courses-using-digital-learning-evidence-based-pedagogy\/\" class=\"btn\"><span style=\"font-weight: 400;\">Download our guide\u00a0 <\/span><span style=\"font-weight: 400;\">Improving Critical Courses Using Digital Learning &amp; Evidence-based Pedagogy<\/span><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u200d<\/span><i><span style=\"font-weight: 400;\">Originally published December 2020. Updated September 2021 with additional information and references.<\/span><\/i><\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>The student learning data generated by digital technologies creates opportunities to evaluate courses if faculty and an institution\u2019s Office of Institutional Research (IR) are able to cooperate effectively. But Julie <a href=\"https:\/\/www.everylearnereverywhere.org\/es\/blog\/evaluate-courses-with-collaboration-between-institutional-research-and-faculty\/\" class=\"more-link\">&#8230;<\/a><\/p>","protected":false},"author":8,"featured_media":1728,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1726","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Evaluate Courses With Collaborations Between IR and Faculty<\/title>\n<meta name=\"description\" content=\"Experts explain how adaptive learning software can help colleges evaluate courses if IR and faculty collaborate to organize and review data.\" \/>\n<meta name=\"robots\" content=\"index, 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