Early Engagement in Course-Based Research Increases Graduation Rates and Completion of Science, Engineering, and Mathematics Degrees
Open accessAbstract
National efforts to transform undergraduate biology education call for research experiences to be an integral component of learning for all students. Course-based undergraduate research experiences, or CUREs, have been championed for engaging students in research at a scale that is not possible through apprenticeships in faculty research laboratories. Yet there are few if any studies that examine the long-term effects of participating in CUREs on desired student outcomes, such as graduating from college and completing a science, technology, engineering, and mathematics (STEM) major. One CURE program, the Freshman Research Initiative (FRI), has engaged thousands of first-year undergraduates over the past decade. Using propensity score–matching to control for student-level differences, we tested the effect of participating in FRI on students’ probability of graduating with a STEM degree, probability of graduating within 6 yr, and grade point average (GPA) at graduation. Students who completed all three semesters of FRI were significantly more likely than their non-FRI peers to earn a STEM degree and graduate within 6 yr. FRI had no significant effect on students’ GPAs at graduation. The effects were similar for diverse students. These results provide the most robust and best-controlled evidence to date to support calls for early involvement of undergraduates in research.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In a robust study with propensity-matched participants, graduation with a STEM major and completion of a degree within 6 years was significantly linked to CURE participation.
“In a robust study with propensity-matched participants, graduation with a STEM major and completion of a degree within 6 years was significantly linked to CURE participation (5).”
From Gains in Scientific Identity, Scientific Self-Efficacy, and Career Intent Distinguish Upper-Level CUREs from Traditional Experiences in the Classroom (2022) · cites this paper as [5]
Student-centered learning approaches, such as UREs, provide opportunities to investigate factors that impact retention.
“Student-centered learning approaches, such as undergraduate research experiences (UREs), provide opportunities to investigate factors that impact retention, an important element of a national strategy to increase the pool of STEM graduates (2, 4, 5).”
From Gains in Scientific Identity, Scientific Self-Efficacy, and Career Intent Distinguish Upper-Level CUREs from Traditional Experiences in the Classroom (2022) · cites this paper as [5]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Faul, F., Erdfelder, E., Lang, A.-G., & Buchner, A. (2007) · Behavior Research Methods · doi:10.3758/bf03193146 · Cited by 65,971 · see citing works
Lave, J., & Wenger, E. (1991) · Cambridge University Press eBooks · doi:10.1017/cbo9780511815355 · Cited by 33,219 · see citing works
Situated Cognition and the Culture of Learning
Brown, J. S., Collins, A., & Duguid, P. (1989) · Educational Researcher · doi:10.3102/0013189x018001032 · Cited by 13,645 · cited 1× · see citing works
“Future research on CUREs should focus on using research and theory from social sciences, including situated learning (Brown et al., 1989), communities of practice (Wenger, 1999;”
BackgroundHow Big is a Big Odds Ratio? Interpreting the Magnitudes of Odds Ratios in Epidemiological Studies
Chen, H., Cohen, P., & Chen, S. (2010) · Communications in Statistics - Simulation and Computation · doi:10.1080/03610911003650383 · Cited by 1,952 · cited 1× · see citing works
“02) on cumulative GPA was N = 476 (Faul et al., 2007; Chen et al., 2010).”
BackgroundEstrada, M., Woodcock, A., Hernandez, P. R., & Schultz, P. W. (2011) · Journal of Educational Psychology · doi:10.1037/a0020743 · Cited by 546 · see citing works
Self-citationLongitudinal associations among undergraduates' research experience, self-efficacy, and identity
Robnett, R. D., Chemers, M. M., & Zurbriggen, E. L. (2015) · Journal of Research in Science Teaching · doi:10.1002/tea.21221 · Cited by 272 · see citing works
Flagged first, then by citations
Research works printed but not linked: 30
- Auchincloss LC Laursen SL Branchaw JL Eagan K Graham M Hanauer DI Lawrie G McLinn CM Pelaez N Rowland S Assessment of course-based undergraduate research experiences: a meeting report CBE Life Sci Educ 2014 13 29 40 24591501 PMC3940459
- Bascom-Slack CA Arnold AE Strobel SA Student-directed discovery of the plant microbiome and its products Science 2012 338 485 486 23112324
- Beckham JT Simmons S Stovall GM Farre J Peterson MA Rubinstein YA The freshman research initiative as a model for addressing shortages and disparities in STEM engagement Directions for Mathematics Research Experience for Undergraduates 2015 Singapore World Scientific 181 212
- Buonaccorsi VP Boyle MD Grove D Praul C Sakk E Stuart A Tobin T Hosler J Carney SL Engle MJ GCAT-SEEKquence: Genome Consortium for Active Teaching of undergraduates through increased faculty access to next-generation sequencing data CBE Life Sci Educ 2011 10 342 345 22135368 PMC3228652
- Buonaccorsi V Peterson M Lamendella G Newman J Trun N Tobin T Aguilar A Hunt A Praul C Grove D Vision and change through the Genome Consortium for Active Teaching using next-generation sequencing (GCAT-SEEK) CBE Life Sci Educ 2014 13 1 2 24591495 PMC3940450
- Corwin LA Graham MJ Dolan EL Modeling course-based undergraduate research experiences: an agenda for future research and evaluation CBE Life Sci Educ 2015a 14 es1 25687826 PMC4353087
- Corwin LA Runyon C Robinson A Dolan EL The laboratory course assessment survey: a tool to measure three dimensions of research-course design CBE Life Sci Educ 2015b 14 ar37 26466990 PMC4710398
- Dolan EL Biology education research 2.0 CBE Life Sci Educ 2015 14 ed1 26628560 PMC4710408
- Eagan MK Hurtado S Chang MJ Garcia GA Herrera FA Garibay JC Making a difference in science education: the impact of undergraduate research programs Am Educ Res J 2013 50 683 713 25190821 PMC4152010
- Freeman S Eddy SL McDonough M Smith MK Okoroafor N Jordt H Wenderoth MP Active learning increases student performance in science, engineering, and mathematics Proc Natl Acad Sci USA 2014 111 8410 8415 24821756 PMC4060654
- Graham MJ Frederick J Byars-Winston A Hunter A-B Handelsman J Increasing persistence of college students in STEM Science 2013 341 1455 1456 24072909 PMC10167736
- Hanauer DI Dolan EL The project ownership survey: measuring differences in scientific inquiry experiences CBE Life Sci Educ 2014 13 149 158 24591513 PMC3940455
- Hanauer DI Frederick J Fotinakes B Strobel SA Linguistic analysis of project ownership for undergraduate research experiences CBE Life Sci Educ 2012 11 378 385 23222833 PMC3516793
- Harvey PA Wall C Luckey SW Langer S Leinwand LA The Python project: a unique model for extending research opportunities to undergraduate students CBE Life Sci Educ 2014 13 698 710 25452492 PMC4255356
- Hatfull GF Pedulla ML Jacobs-Sera D Cichon PM Foley A Ford ME Gonda RM Houtz JM Hryckowian AJ Kelchner VA Exploring the mycobacteriophage metaproteome: phage genomics as an educational platform PLoS Genet 2006 2 e92 16789831 PMC1475703
- Hernandez PR Schultz PW Estrada M Woodcock A Chance RC Sustaining optimal motivation: a longitudinal analysis of interventions to broaden participation of underrepresented students in STEM J Educ Psychol 2013 105 89 107 PMC3838411 24273342
- Jordan TC Burnett SH Carson S Caruso SM Clase K DeJong RJ Dennehy JJ Denver DR Dunbar D Elgin SCR A broadly implementable research course in phage discovery and genomics for first-year undergraduate students mBio 2014 5 e01051 24496795 PMC3950523
- Laursen S Hunter A-B Seymour E Thiry H Melton G Undergraduate Research in the Sciences: Engaging Students in Real Science 2010 San Francisco, CA Wiley
- Leung W Shaffer CD Cordonnier T Wong J Itano MS Tempel EES Kellmann E Desruisseau DM Cain C Carrasquillo R Evolution of a distinct genomic domain in Drosophila: comparative analysis of the dot chromosome in Drosophila melanogaster and Drosophila virilis Genetics 2010 185 1519 1534 20479145 PMC2927774
- Linn MC Palmer E Baranger A Gerard E Stone E Undergraduate research experiences: impacts and opportunities Science 2015 347 1261757 25657254
- Lopatto D Alvarez C Barnard D Chandrasekaran C Chung H-M Du C Eckdahl T Goodman AL Hauser C Jones CJ Undergraduate research Science 2008 322 684 685 18974335 PMC2953277
- National Academies of Sciences, Engineering, and Medicine Integrating Discovery-Based Research into the Undergraduate Curriculum: Report of a Convocation 2015 Washington, DC National Academies Press
- Riegle-Crumb C King B Grodsky E Muller C The more things change, the more they stay the same? Prior achievement fails to explain gender inequality in entry into STEM college majors over time Am Educ Res J 2012 49 1048 1073 PMC3872126 24371330
- Sadler TD Burgin S McKinney L Ponjuan L Learning science through research apprenticeships: a critical review of the literature J Res Sci Teach 2010 47 235 256
- Schafer JL Kang J Average causal effects from nonrandomized studies: a practical guide and simulated example Psychol Methods 2008 13 279 313 19071996
- Shaffer CD Alvarez CJ Bednarski AE Dunbar D Goodman AL Reinke C Rosenwald AG Wolyniak MJ Bailey C Barnard D A course-based research experience: how benefits change with increased investment in instructional time CBE Life Sci Educ 2014 13 111 130 24591510 PMC3940452
- Singer SR Nielsen NR Schweingruber HA Discipline-Based Education Research: Understanding and Improving Learning in Undergraduate Science and Engineering 2012 Washington, DC National Academies Press
- Wei CA Woodin T Undergraduate research experiences in biology: alternatives to the apprenticeship model CBE Life Sci Educ 2011 10 123 131 21633057 PMC3105915
- Wenger E Communities of Practice: Learning, Meaning, and Identity 1999 Cambridge, UK Cambridge University Press
- West SG Duan N Pequegnat W Gaist P Des Jarlais DC Holtgrave D Szapocznik J Fishbein M Rapkin B Clatts M Alternatives to the randomized controlled trial Am J Public Health 2008 98 1359 1366 18556609 PMC2446460
Cited by
Sorted by citations
Achieving STEM diversity: Fix the classrooms
Handelsman, J., Elgin, S., Estrada, M., Hays, S., Johnson, T., Miller, S., Mingo, V., Shaffer, C., & Williams, J. (2022) · Science · doi:10.1126/science.abn9515 · Cited by 82 · see citing works
Shuster, M. I., Curtiss, J., Wright, T. F., Champion, C., Sharifi, M., & Bosland, J. (2019) · Interdisciplinary Journal of Problem-Based Learning · doi:10.7771/1541-5015.1806 · Cited by 41 · see citing works
Newell, M. J., & Ulrich, P. N. (2022) · Journal of Microbiology & Biology Education · doi:10.1128/jmbe.00051-22 · Cited by 34 · see citing works
Babar, A., Davin, K. J., & Dornburg, A. (2026) · arXiv · doi:10.48550/arxiv.2608.27638
“…research from predominantly apprenticeship-based settings into the classroom, CUREs support the early development of research skills, scientific self-efficacy, and scientific identity while promoting persistence in STEM fields (Shaffer et al. 2010; Rodenbusch et al. 2016; Cooper et al. 2019).”
- Authors
- Rodenbusch, S. E., Hernandez, P. R., Simmons, S. L., & Dolan, E. L.
- Affiliations
- The University of Texas at Austin (US)
- West Virginia University (US)
- Howard Hughes Medical Institute (US)
- Corresponding author
- Dolan, Erin L.
- Venue
- CBE—Life Sciences Education
- Published
- 2016-06
- Volume
- 15
- Issue
- 2
- Pages
- ar20
- ISSN
- 1931-7913 (ISSN-L)
- PMC
- PMC4909342
- OpenAlex
- W2412625133
- Cited by
- 430
- References
- 6
- Citations by year
- 2026: 39 · 2025: 38 · 2024: 57 · 2023: 53 · 2022: 50 · 2021: 65 · 2020: 45 · 2019: 36 · 2018: 22 · 2017: 22 · 2016: 3
- FWCI
- 122.80
- 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)
- Funders
- National Science Foundation (0629136)
- Howard Hughes Medical Institute (52006958, 52005907)
- University of Texas at Austin
- fRI Research
- Division of Chemistry
- Topics
- Social Sciences › Education › Higher Education Research Studies
- Social Sciences › Education › Science Education and Pedagogy
- Social Sciences › Safety Research › Career Development and Diversity
- Keywords
- course-based undergraduate research experiences, undergraduate research, STEM degree completion, graduation rates, grade point average, first-year students, diversity in STEM, undergraduate biology education
- MeSH terms
- Curriculum, Educational Measurement, Engineering, Female, Humans, Male, Mathematics, Regression Analysis, Research, Science, Universities, Racial Groups
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review