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Getting Under the Hood: How and for Whom Does Increasing Course Structure Work?
Open accessAbstract
At the college level, the effectiveness of active-learning interventions is typically measured at the broadest scales: the achievement or retention of all students in a course. Coarse-grained measures like these cannot inform instructors about an intervention's relative effectiveness for the different student populations in their classrooms or about the proximate factors responsible for the observed changes in student achievement. In this study, we disaggregate student data by racial/ethnic groups and first-generation status to identify whether a particular intervention-increased course structure-works better for particular populations of students. We also explore possible factors that may mediate the observed changes in student achievement. We found that a "moderate-structure" intervention increased course performance for all student populations, but worked disproportionately well for black students-halving the black-white achievement gap-and first-generation students-closing the achievement gap with continuing-generation students. We also found that students consistently reported completing the assigned readings more frequently, spending more time studying for class, and feeling an increased sense of community in the moderate-structure course. These changes imply that increased course structure improves student achievement at least partially through increasing student use of distributed learning and creating a more interdependent classroom community.
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“students in active-learning course designs that reduced or eliminated achievement gaps have reported an increased sense of community and self-efficacy compared to their peers in the lecture-intensive version of the same course (22, 23).”
From Active learning narrows achievement gaps for underrepresented students in undergraduate science, technology, engineering, and math (2020) · cites this paper as [22]
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“Disturbingly, data demonstrate that retention rates for first-generation college students in STEM are lower than those of continuing generation college students (Chen, 2013; Doerschuk et al., 2016) especially in key gatekeeping courses like General Biology and General Chemistry (Eddy & Hogan, 2014; Gregg-Jolly et al., 2016; Harackiewicz et al., 2014).”
From Exploring Organic Chemistry I students’ responses to an exam wrapper intervention. (2020) · cites this paper as Eddy & Hogan, 2014
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“Auspiciously however, interventions involving student centered pedagogies have shown excellent promise in combating these trends (Crimmins, 2017; Eddy & Hogan, 2014; Haak, HilleRisLambers, Pitre, & Freeman, 2011).”
From Exploring Organic Chemistry I students’ responses to an exam wrapper intervention. (2020) · cites this paper as Eddy & Hogan, 2014
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A Compendium of Rationales and Techniques for Active Learning
Reiness, C. G. (2020) · CBE—Life Sciences Education · doi:10.1187/cbe.20-08-0177 · Cited by 2
“Although there are multiple citations to the work of Freeman et al. (2014) and Eddy and Hogan (2014) documenting the effectiveness of active learning for reducing these disparities, it was surprising that more chapters did not address to what extent and in what circumstances particular strategies…”
BackgroundKramer, I. M., Pellerin, F., & Noguès, X. (2022) · doi:10.31124/advance.19076855.v1 · Cited by 2
Dolan, E. L. (2014) · CBE—Life Sciences Education · doi:10.1187/cbe.14-10-0163 · Cited by 2
“For example, work from Eddy and Hogan (2014) was featured in the New York Times (www.nytimes.com/2014/09/03/education/active-learning -study.html?”
Craker, B. A., Erdmann, R. M., & Metzger, K. J. (2022) · The American Biology Teacher · doi:10.1525/abt.2022.84.9.570 · Cited by 1
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Where Does Elsie's Hair Color Come From? A "De-Simplified" Pedigree Lesson
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Equitable Instructor Assessment Changes Amid COVID-19 Pandemic
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Type of Active Learning Implementation in Science Education: A Systematic Review
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“Previous study have demonstrated that the outcomes achieved by instructors using active learning can vary significantly (Eddy & Hogan, 2014).”
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“Their role in STEM education is particularly notable, as they enhance engagement, improve comprehension of complex material and boost academic performance (Eddy & Hogan, 2014; Insorio et al., 2023).”
Imamura, J. L., Mau, T. L., Wildy, E. L., Povich, J., de Haan, P. J., Hazlehurst, J. A., Herrlinger, T. J., & Winters, J. M. (2025) · Journal of Microbiology and Biology Education · doi:10.1128/jmbe.00015-25 · Cited by 2
“For example, implementing active learning reduces failure rates and improves academic outcomes for all students (46), but disproportionately benefits those from underrepresented groups (26, 27, 47).”
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“Implementation of ALPs in the STEM classroom increases student learning and performance (4–10) and is a key component of inclusive pedagogy that supports learning of all students in the STEM classroom (6, 11–14).”
Chouinard, A. J., Shihadih, D. S., Lee, S. W., Gutzler, S. J., Heinrich, K. K., Asgari, M., & Shortlidge, E. E. (2025) · Journal of Microbiology and Biology Education · doi:10.1128/jmbe.00046-25 · Cited by 1
“In addition, well-structured active learning is more effective than passive alternatives (28) and can disproportionately benefit the most vulnerable students (27).”
Becoming a Trauma-Informed Educational Community with Underserved Students of Color
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First generation concept in the context of a Flemish university in Brussels – Europe
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“Therefore, the focus can be on devising more efficient ways of interactions and instruction, e.g. active learning and structure (Eddy and Hogan 2014).”
Baldock, B. L., & White, G. W. (2025) · Journal of Chemical Education · doi:10.1021/acs.jchemed.5c00227 · Cited by 1
Pankajakshan, S., Zaki, T., Mahmutoğlu, B., Sebastian, C., Rabah, R. R. A., & Fadl, S. (2025) · Journal of Chemical Education · doi:10.1021/acs.jchemed.5c01258 · Cited by 1
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“The course design was modeled after course structures at other institutions that had been shown to effectively engage diverse students (Casper et al., 2019 ; Eddy & Hogan, 2017; Haak et al., 2011).”
Donham, C., Madison, M. J., & Andrews, T. C. (2026) · CBE—Life Sciences Education · doi:10.1187/cbe.25-08-0178 · Cited by 1
“Ad-ditionally, thoughtfully-structured active learning might enhance belonging and reduce inequities, particularly for students historically marginalized in STEM (Eddy and Hogan, 2014).”
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“The issue is especially important in classrooms serving students with varied prior knowledge, sensory sensitivities, language backgrounds, disability-rela ted needs, anxiety levels, sleep patterns, and executive functioning demands (11, 13, 17–20).”
InfluentialAdaptation and Facilitation of Small Group Activities in an Online Introductory Biology Class
Cafferty, P. W. (2021) · CourseSource · doi:10.24918/cs.2021.9 · Cited by 1
“Past work by Eddie and Hogan (21) has revealed increasing class structure greatly reduces achievement gaps between black and white students and first-generation and continuing-generation students.”
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“However, while including these strategies may increase student performance outcomes, the extent of these benefits may vary in different student populations (5), and it cannot be assumed that every student in the classroom engages in or benefits from an active learning environment to the same extent (6).”
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“A more structured classroom that includes RC may help in closing the opportunity gap for women, first-generation, and Black students (Eddy et al., 2014; Eddy and Hogan, 2014; Dallimore et al. , 2019).”
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“The structural checklist characterizes how much structure is provided in a course, including the variety and number of assessments, the grading scheme, scheduling, and the variety of activities, and is based on the idea that structure helps scaffold learning success [6].”
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“The following components have been meticulously recorded to collect data: (1) The structure of the training program (Eddy & Hogan, 2014; Quintana & Tan, 2021) is made up of the components of the curriculum, the topics that are covered, the learning objectives, and the outcomes that are gained…”
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“Additionally, highlighting the interconnectedness of biological concepts helps students see the bigger picture and make meaningful connections between different topics (Eddy & Hogan, 2014).”
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Embracing Collaborative Learning
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Generating Biological Hypotheses in a "Course-based Undergraduate Research Experience"(CURE) Course
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“Eddy and Hogan (2014) found differences advantaging White and continuing-generation students in lecture-based courses decreased when the course integrated more structured activities including student-centered activities and graded preparation or review activities.”
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Resources for Assessing Educational Interventions in Biology at the Collegiate Level
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“A recent study addressing the effect of increased course structure revealed the intervention disproportionately influenced particular subpopulations of students (20).”
BackgroundPelch, M. A. (2016) · NCSU Libraries Repository (North Carolina State University Libraries)
AfterSchoolMatters: ExpandingtheTimetoEngageMinorityMiddleSchool Girls in STEM
Luster‐Teasley, S., Minor, R. C., & Alford, V. (2016)
A Faith-Based Context for Culturally-Relevant Instruction
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Erasing a Gender Gap in Performance in a Multidisciplinary Introductory Engineering Course
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“Overall, we sought to provide a highly-structured course design with active learning, high engagement levels, and frequent low- or no-stakes testing, since this combination of pedagogical tools has been shown to raise the performance of all students, with disproportionate benefits for underrepresented minorities [10],…”
BackgroundShould I Stay or Should I Go? College Students' 11th-hour Course Drop Strategies
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Counter-stories of First-Generation Latinx Alumnae: A Critical Race Theory Analysis
Ezell, P. (2019) · Chapman University Digital Commons (Chapman University) · doi:10.36837/chapman.000039
“…writing assignments, group work, participatory discussion), and that firstgeneration students in particular experience achievement gains in active learning environments (Eddy & Hogan, 2014; Haak, HilleRisLambers, Pitre & Freeman, 2011; Pennebaker, Gosling, & Ferrell, 2013; Westermann, 2014).”
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GMC: Genes, Mutations and Cancer – Group Concept Map Development
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A Composite Textual Phenomenological Approach to CUREs versus Traditional Laboratory Experiences
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Co-requisite Redesign Leads to Increased College Algebra Success and College Completion
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“Throughout this study, the target course was taught utilizing a high-structure active learning format (see Eddy & Hogan, 2014; Theobald et al., 2020).”
MethodKramer, I. M., Pellerin, F., & Noguès, X. (2022) · doi:10.31124/advance.19076855
Alvi, I. (2021) · Rupkatha Journal on Interdisciplinary Studies in Humanities · doi:10.21659/rupkatha.v13n2.50
“…and persistence (Bledsoe and Baskin, 2014; Eddy et al., 2015a,b; Broeckelman-Post et al., 2016; Cooper and Brownell, 2016; Cooper et al., 2018), though its levels may differ based on genders (Eddy and Brownell, 2016), ethnicities (Eddy and Hogan, 2014), or courses (Ackerman et al., 2013) etc.”
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“Faculty’s instructional practices at the discipline-level are yet another important factor, particularly in improving engagement, self-efficacy, performance, and degree attainment among Hispanic students (Eddy & Hogan, 2014).”
BackgroundMoodie, G. (2016) · Palgrave Macmillan US eBooks · doi:10.1057/978-1-137-54943-3_6
Investigating Active Learning through the Lens of Student Engagement
Naibert, N. (2022) · PDXScholar (Portland State University) · doi:10.15760/etd.7883
Supports and Barriers of Inclusivity in STEM College Classrooms
Bathgate, M. (2019) · American Educational Research Association Annual Meeting (AERA) · doi:10.3102/1432270
Prunuske, A. J., Evans‐Anderson, H. J., Furniss, K. L., Goller, C., Mirowsky, J. E., Moore, M. E., Raut, S. A., Swamy, U., Wick, S., & Wolyniak, M. J. (2022) · Research Square · doi:10.21203/rs.3.rs-2025854/v1
The Metamorphosing Professor: Adapting Teaching to Fulfill the Promise of Biology Education
García‐Ojeda, M. E., & Nishiguchi, M. K. (2022) · Integrative and Comparative Biology · doi:10.1093/icb/icac149 · Cited by 1
“In addition, multiple studies show that tenured and tenure-track faculty are more impactful for undergraduates than contingent (adjunct) faculty (Ehrenberg and Zhang 2005; Umbach 2007; Jaeger and Eagan 2011).”
BackgroundPreparing future STEM faculty nationwide through flexible teaching professional developmentPreprint
Goldberg, B. B., Bruff, D., Greenler, R., Barnicle, K., Green, N., Campbell, L., Laursen, S. L., Ford, M., Serafini, A., Mack, C. E., et al. (2022) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2022.10.06.511090
Kramer, I. M., Pellerin, F., & Bergey, J.-L. P. (2023) · doi:10.31124/advance.22068650.v1
Kramer, I. M., Pellerin, F., & Bergey, J.-L. P. (2023) · doi:10.31124/advance.22068650
Hands-on STEM: Chemistry, Physics, and Other Science Resources for K-12 Education
Randall, L. A. A., & Cross, G. B. (2022) · The Journal of Adventist Education · doi:10.55668/coab2194
Selected case studies regarding research-based education in the area of machine and civil assemblies
Wdowik, R., Litwin, P., Bełzo, A., Borowiec, A., Magdziak, M., Ciecińska, B. E., Markopoulos, A. P., Azarhoushang, B., & Hojati, F. (2023) · Technologia i Automatyzacja Montażu · doi:10.7862/tiam.2023.1.6
Perspectives among College Students with Disabilities on Access and Inclusion
Fisk, A. K., & Mushtare, R. (2023) · College Teaching · doi:10.1080/87567555.2023.2214861
“Researchers have found that structure can close achievement gaps for some groups (Eddy and Hogan 2014) and have provided specific recommendations on how to improve course structure to provide equitable experiences for students (Eddy and Hogan 2014; Hogan and Sathy 2022).”
An Innovative Framework for the Design of Higher Education STEM Induction Programmes
Rodgers, A. S., Agg, C., Gironacci, E., Collingwood, J. F., & Popham, T. (2023) · Advances in higher education and professional development book series · doi:10.4018/978-1-6684-8198-1.ch004
Jones, S., Blake, A., Corado-Santiago, L., Crenshaw, J. D., Goldman, E. W., Gómez, F., Hall, C. P., Hoke, H., Holmes, S., Kornegay, B., et al. (2023) · Frontiers in Education · doi:10.3389/feduc.2023.1152339
“…intentionally incorporates components of deeply empathetic, relationship building pedagogy (Dewsbury and Brame, 2019), high course structure (Eddy and Hogan, 2014; Freeman et al., 2014), promotion of student metacognition (Tanner, 2012; McGuire, 2015), and liberal use of teaching strategies…”
BackgroundAssessing Self-Efficacy Growth in Innovation Skills Using a Developmental PerspectivePreprint
Bhatti, H. A. (2023) · EdArXiv (OSF Preprints) · doi:10.35542/osf.io/6bdf4
Kramer, I. M., Pellerin, F., & Noguès, X. (2023) · Études & Pédagogies · doi:10.20870/eep.2023.7765
“…de nombreux rapports ont révélé que les étudiants apprécient les modules structurés (Sander et al ., 2000) et que ceux-ci ont un impact positif sur leur engagement, ce qui se traduit par de meilleures performances (Eddy & Hogan, 2014 ; Freeman et al ., 2014 ; Haak et al ., 2011 ; Tanner, 2013).”
BackgroundInfluentialOnline Engagement in an Undergraduate Cell Biology Course
Tarapore, E., Shaffer, J. F., & Atwood, S. X. (2022) · The journal of college science teaching · doi:10.1080/0047231x.2022.12290569
“High-structure courses are defined as those that include (1) one or more weekly graded assignments due before class, (2) significant amounts of active learning during class, and (3) one or more weekly graded review quizzes due after class (Eddy & Ho- gan, 2014).”
BackgroundChant, A., & Kraemer-Chant, C. M. (2023) · Journal of Chemical Education · doi:10.1021/acs.jchemed.3c00263
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Harpine, E. C. (2024) · Springer eBooks · doi:10.1007/978-3-031-51378-7_2
Evolution of an introductory undergraduate biology course through collaborative action research
Kazempour, M., Amirshokoohi, A., & Goudsouzian, L. K. (2024) · Interdisciplinary Journal of Environmental and Science Education · doi:10.29333/ijese/14339
“…instruction include enhanced student performance, improved affect, decreased failure rates, and development of conceptual understanding and scientific thinking skills (Ballen et al., 2017; Eddy & Hogan, 2014; Crouch & Mazur, 2001; Freeman et al., 2014; Haak et al., 2011; Theobald et al., 2020).”
International Studies, Large Classes, and the Politics of Education
Hornsby, D. (2024) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780197544891.013.13
A Customizable Inquiry-Based Statistics Teaching Application for Introductory Biology Students
Āboliņš-Ābols, M., Christian, N., Masters, J. A., & Pigg, R. M. (2024) · CourseSource · doi:10.24918/cs.2024.6
“Reducing anxiety and building competency in quantitative reasoning could be achieved by providing students with scaffolded guidance during learning experiences (6, 7).”
BackgroundBoury, N. M., van den Bogaard, M., Wlezien, E., Peters, N. T., & Wise, R. P. (2024) · CourseSource · doi:10.24918/cs.2024.15
A Predictive Study on the Adoption of Active Learning at HBCUs among Engineering Faculty
Abiodun, P. O., & Owolabi, O. A. (2024) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--46392
Goodman, S. A., & Atieh, E. L. (2024) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--48439
Abedoh, H., Abiodun, P. O., Owolabi, O. A., ADEIKA, B., & Ariyibi, A. A. (2024) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--47557
Metadata
- Authors
- Eddy, S. L., & Hogan, K. A.
- Affiliations
- University of Washington (US)
- University of North Carolina at Chapel Hill (US)
- Corresponding author
- Hogan, Kelly A.
- Venue
- CBE—Life Sciences Education
- Published
- 2014-09
- Volume
- 13
- Issue
- 3
- Pages
- 453-468
- ISSN
- 1931-7913 (ISSN-L)
- PMC
- PMC4152207
- OpenAlex
- W2096648490
- Cited by
- 553
- References
- 72
- Citations by year
- 2026: 30 · 2025: 49 · 2024: 71 · 2023: 38 · 2022: 54 · 2021: 67 · 2020: 67 · 2019: 53 · 2018: 40 · 2017: 35 · 2016: 31 · 2015: 14 · 2014: 3
- FWCI
- 142.29
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc-sa
- Locations
- CBE—Life Sciences Education (publishedVersion, cc-by-nc-sa)
- PubMed Central (publishedVersion, cc-by-nc-sa)
- PubMed (publishedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion)
- UNC Libraries
- Funders
- National Science Foundation (1118890, 0942215)
- Topics
- Social Sciences › Education › Innovative Teaching Methods
- Social Sciences › Education › Higher Education Research Studies
- Social Sciences › Education › Evaluation of Teaching Practices
- Keywords
- course structure, active learning, academic performance, racial and ethnic disparities, first-generation college students, Black-White achievement gap, distributed learning, classroom community, student study time, higher education
- MeSH terms
- Behavior, Curriculum, Educational Measurement, Ethnicity, Female, Humans, Male, Perception, Regression Analysis, Students, Time Factors, Universities, Problem-Based Learning, Racial Groups
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