REVIEW 2 major objections 1 minor 117 references
Reviewed by Pith at T0; open to challenge.
T0 means a machine referee read the full paper against a public rubric. The mark states how deep the mechanical check went, never who wrote it. the ladder, T0–T4 →
T0 review · grok-4.3
Two experimentation-based physics labs produce similar student outcomes in critical thinking and attitudes, regardless of added broad relevance.
2026-06-28 18:12 UTC pith:FWSDBQUN
load-bearing objection The paper finds similar outcomes from a muon-detector lab and a standard-equipment lab, suggesting broad relevance may not drive gains, but the design needs tighter checks on other differences. the 2 major comments →
CURE-like, not cure-all: Varying broad relevance in experimentation labs produces similar student outcomes
The pith
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
By running two experimentation-based labs in parallel—one CURE-like lab that increases broad relevance through muon detectors and one using typical introductory physics equipment—the study finds that both produce similar student outcomes in experimental critical thinking skills and attitudes towards physics labs. The results suggest that increased levels of broad relevance may not inherently improve gains in student learning or attitudes compared to other well-designed experimentation-based labs.
What carries the argument
Parallel comparison of a muon-detector lab versus a standard-equipment lab to isolate the effect of broad relevance on student outcomes.
Load-bearing premise
The muon-detector lab and the standard-equipment lab differ primarily and sufficiently in the single dimension of broad relevance, with all other instructional features held constant enough to isolate that variable.
What would settle it
A follow-up study that measures and controls for unaccounted differences in instruction quality or student engagement and still finds no outcome gap would support the claim; a large outcome gap favoring the muon lab under tighter controls would falsify it.
If this is right
- Well-designed labs using standard equipment can match the student gains of more novel, relevance-enhanced setups.
- Resource-intensive elements like novel research projects may not be required for comparable improvements in critical thinking or attitudes.
- Other specific components of lab design, beyond broad relevance, should be examined for their role in student outcomes.
- Experimentation-based labs remain viable without full CURE features for achieving similar results.
Where Pith is reading between the lines
- Lab redesign efforts could focus more on scalable features rather than chasing external relevance.
- The similarity in outcomes may hold only for short-term measures; longer-term tracking of skill retention could differ.
- Similar tests in other STEM disciplines might reveal whether broad relevance effects vary by subject.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper compares two parallel experimentation-based introductory physics labs: a CURE-like version using muon detectors to increase broad relevance and a version using standard classroom equipment without external relevance. Student outcomes in experimental critical thinking skills and attitudes toward physics labs are measured and compared via hierarchical linear modeling. The authors report similar outcomes between the two formats and conclude that increased broad relevance does not inherently produce superior gains in learning or attitudes.
Significance. If the two lab formats are shown to be matched on all instructional features except broad relevance, the result would contribute to the growing literature questioning whether full CUREs are required for positive student outcomes in physics labs. The parallel implementation design and focus on isolating one CURE component are strengths that could inform more scalable lab reforms.
major comments (2)
- [Abstract (lab descriptions)] The central claim that similar outcomes can be attributed to the relevance manipulation requires that the muon-detector and standard-equipment labs differ only in broad relevance. The abstract states the labs were run 'in parallel' but provides no protocol details, pre/post measures, or evidence that inquiry level, data-analysis demands, student autonomy, assessment alignment, equipment novelty, or instructor scaffolding were held constant. This assumption is load-bearing for interpreting the null result as evidence against the value of broad relevance.
- [Abstract (results and methods summary)] No sample sizes, effect sizes, baseline equivalence checks, or exclusion criteria are reported. Without these, it is not possible to evaluate whether the hierarchical linear model supports the conclusion of similar outcomes or to assess the precision of the similarity claim.
minor comments (1)
- [Abstract] The abstract would benefit from a brief statement of the specific pre/post instruments used to measure critical thinking and attitudes.
Simulated Author's Rebuttal
We thank the referee for their detailed review and constructive comments on our manuscript. We address each major comment below and have revised the abstract to incorporate additional details on lab protocols, sample characteristics, and statistical reporting while preserving its conciseness.
read point-by-point responses
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Referee: [Abstract (lab descriptions)] The central claim that similar outcomes can be attributed to the relevance manipulation requires that the muon-detector and standard-equipment labs differ only in broad relevance. The abstract states the labs were run 'in parallel' but provides no protocol details, pre/post measures, or evidence that inquiry level, data-analysis demands, student autonomy, assessment alignment, equipment novelty, or instructor scaffolding were held constant. This assumption is load-bearing for interpreting the null result as evidence against the value of broad relevance.
Authors: We agree that the abstract, due to length constraints, does not enumerate the specific controls used to isolate broad relevance. The full manuscript includes a methods section that details the parallel implementation, including matched inquiry levels, data-analysis tasks, student autonomy, assessment alignment, and instructor scaffolding, with the sole systematic difference being the muon detectors for broad relevance. To strengthen the abstract, we have added a sentence clarifying that the labs were designed to be equivalent on these dimensions except for the relevance component, with full protocols described in the methods. revision: yes
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Referee: [Abstract (results and methods summary)] No sample sizes, effect sizes, baseline equivalence checks, or exclusion criteria are reported. Without these, it is not possible to evaluate whether the hierarchical linear model supports the conclusion of similar outcomes or to assess the precision of the similarity claim.
Authors: The abstract omits these quantitative elements to remain within typical length limits. The results section of the manuscript reports the sample sizes, effect sizes from the HLM analysis, baseline equivalence checks between conditions, and exclusion criteria. We have revised the abstract to include a concise statement of the total sample size and the key finding of comparable outcomes (with effect sizes referenced to the main text) to allow readers to better evaluate the claims. revision: yes
Circularity Check
No circularity: purely empirical comparison with no derivations or self-referential steps
full rationale
The paper conducts a direct empirical study comparing student outcomes in two parallel experimentation-based labs using pre/post measures and hierarchical linear modeling. No equations, fitted parameters presented as predictions, ansatzes, or derivation chains exist. The central claim rests on measured data rather than any quantity defined in terms of itself or justified solely by self-citation. Self-citations, if present, are not load-bearing for the result. This is a standard non-circular empirical design.
Axiom & Free-Parameter Ledger
read the original abstract
Physics labs that engage students in practices authentic to experimental physics (experimentation-based labs) are being implemented to modernize the undergraduate physics curriculum and broaden participation in physics. Accordingly, prior research has positioned Course-Based Undergraduate Research Experiences (CUREs) as a means to extend the benefits of authentic undergraduate research experiences to more students. However, CUREs are resource-intensive and difficult to implement; a continuous stream of novel research projects adaptable for undergraduate courses is rare. Further, little is known about which specific components of a CURE are crucial to improving student outcomes and which components could be scaled back to improve feasibility for a wider range of class settings. In this study, we aim to isolate the component of broad relevance by running two experimentation-based labs in parallel: one "CURE-like" that increases broad relevance through the use of muon detectors, and one that uses equipment typical to an introductory physics lab and not relevant beyond the classroom. We measure student outcomes for both experimental critical thinking skills and attitudes towards physics labs. We use hierarchical linear modeling to compare student outcomes between the two labs. We find that both experimentation-based labs produce similar student outcomes. Our results suggest that increased levels of broad relevance may not inherently improve gains in student learning or attitudes. Future work should further investigate which components of different experimentation-based lab formats are associated with gains in student outcomes. Although this study did not implement a full CURE, our findings align with a growing body of evidence challenging the idea that CUREs are uniquely positioned to achieve superior student outcomes over other well-designed experimentation-based labs.
Figures
Reference graph
Works this paper leans on
-
[1]
Collect data and refine an experimental procedure iteratively and reflectively
-
[2]
Evaluate the processes and outcomes of an experi- ment qualitatively and quantitatively
-
[3]
Extend the scope of an investigation whether or not the results come out as expected
-
[4]
Communicate the process and outcomes of an ex- periment
-
[5]
partner agreement
Conduct an experiment collaboratively and ethi- cally Each learning outcome included several sub-outcomes, ranging from comparing measurements to sharing re- sponsibility for experimental tasks. Students attended one two-hour lab section (with 20-25 students per sec- tion) and one 50-minute lecture per week (with 200-300 students per lecture). All student...
2032
-
[6]
Did not disclose
For a majority of demographic groups, EMMs are clustered near zero across both SALT and PEPPER con- ditions, suggesting no strong pattern of differential effect by gender, first generation status, race/ethnicity, or ma- jor. Demographic groups that show greater variability in EMMs also have larger standard errors, reflecting in- creased uncertainty in the...
2032
-
[7]
President’s Council of Advisors on Science and Tech- nology,Engage to Excel: Producing one million addi- tional college graduates with degrees in science, technol- ogy, engineering, and mathematics, Tech. Rep. (Presi- dent’s Council of Advisors on Science and Technology, 2012)
2012
-
[8]
Quinn, H
H. Quinn, H. A. Schweingruber, and T. Keller,A Frame- work for K-12 Science Education: Practices, Crosscut- 17 FIG. 8. Results of hierarchical linear modeling of change in PLIC and attitude scores for physics majors controlling for section and semester due to the PEPPER intervention. A value greater than zero indicates a positive effect on score, whereas ...
2012
-
[9]
Subcommittee of the AAPT Committee on Laborato- ries,AAPT Recommendations for the Undergraduate Physics Laboratory Curriculum, Tech. Rep. (American Association of Physics Teachers, 2014)
2014
-
[10]
Joint Task Force on Undergraduate Physics Programs, Phys21: Preparing Physics Students for 21st Century Careers, Tech. Rep. (American Physical Society and American Association of Physics Teachers, 2016)
2016
-
[11]
Laursen,Levers for Change: An assessment of progress on changing STEM instruction, Tech
S. Laursen,Levers for Change: An assessment of progress on changing STEM instruction, Tech. Rep. (American Association for the Advancement of Science, 2019)
2019
-
[12]
National Research Council,America’s Lab Report: Investigations in High School Science, Tech. Rep. 0309096715 (The National Academies Press, Washing- ton, D.C., 2005)
2005
-
[13]
Holmes and C
N. Holmes and C. E. Wieman, Introductory physics labs: We can do better, Physics Today71, 38 (2018), publisher: American Institute of Physics
2018
-
[14]
E. M. Smith and N. G. Holmes, Best practice for in- structional labs, Nature Physics , 1 (2021), publisher: Nature Publishing Group
2021
-
[15]
J. M. May, Historical analysis of innovation and research in physics instructional laboratories: Recurring themes and future directions, Physical Review Physics Educa- tion Research19, 020168 (2023), publisher: American Physical Society
2023
-
[16]
Etkina, A
E. Etkina, A. V. Heuvelen, D. T. Brookes, and D. Mills, Role of Experiments in Physics Instruction — A Process Approach, The Physics Teacher40, 351 (2002)
2002
-
[17]
R. J. Beichner, J. M. Saul, R. J. Allain, D. L. Dear- dorff, and D. S. Abbott,Introduction to SCALE-UP: Student-Centered Activities for Large Enrollment Uni- versity Physics., Tech. Rep. (2000)
2000
-
[18]
D. R. Dounas-Frazer and H. J. Lewandowski, The Mod- elling Framework for Experimental Physics: descrip- tion, development, and applications, European Journal of Physics39, 064005 (2018), publisher: IOP Publish- ing
2018
-
[19]
B. M. Zwickl, N. Finkelstein, and H. J. Lewandowski, Incorporating learning goals about modeling into an upper-division physics laboratory experiment, Ameri- can Journal of Physics82, 876 (2014)
2014
-
[20]
E. M. Smith, M. M. Stein, C. Walsh, and N. Holmes, Direct Measurement of the Impact of Teaching Exper- imentation in Physics Labs, Physical Review X10, 011029 (2020), publisher: American Physical Society
2020
-
[21]
L. C. Auchincloss, S. L. Laursen, J. L. Branchaw, K. Ea- gan, M. Graham, D. I. Hanauer, G. Lawrie, C. M. McLinn, N. Pelaez, S. Rowland, M. Towns, N. M. Traut- mann, P. Varma-Nelson, T. J. Weston, and E. L. Dolan, Assessment of course-based undergraduate research ex- periences: a meeting report., CBE life sciences educa- tion13, 29 (2014)
2014
-
[22]
S. E. Rodenbusch, P. R. Hernandez, S. L. Simmons, and E. L. Dolan, Early Engagement in Course-Based Research Increases Graduation Rates and Completion of Science, Engineering, and Mathematics Degrees, CBE Life Sci Educ15, ar20 (2016), num Pages: ar20-
2016
-
[23]
Bangera and S
G. Bangera and S. E. Brownell, Course-based under- graduate research experiences can make scientific re- search more inclusive, CBE Life Sciences Education13, 602 (2014), publisher: American Society for Cell Biol- ogy
2014
-
[24]
Werth, C
A. Werth, C. G. West, and H. Lewandowski, Impacts on student learning, confidence, and affect in a remote, large-enrollment, course-based undergraduate research experience in physics, Physical Review Physics Educa- tion Research18, 010129 (2022), publisher: American Physical Society
2022
-
[25]
Estrada, M
M. Estrada, M. Burnett, A. G. Campbell, P. B. Camp- bell, W. F. Denetclaw, C. G. Guti´ errez, S. Hurtado, G. H. John, J. Matsui, R. McGee,et al., Improving underrepresented minority student persistence in stem, CBE—Life Sciences Education15, es5 (2016)
2016
-
[26]
A. J. Buchanan and G. R. Fisher, Current Status and Implementation of Science Practices in Course-Based Undergraduate Research Experiences (CUREs): A Sys- tematic Literature Review, CBE—Life Sciences Educa- tion21, ar83 (2022), publisher: American Society for Cell Biology (lse)
2022
-
[27]
L. A. Corwin, M. J. Graham, and E. L. Dolan, Mod- eling Course-Based Undergraduate Research Experi- ences: An Agenda for Future Research and Evaluation, CBE—Life Sciences Education14, es1 (2015), pub- lisher: American Society for Cell Biology (lse)
2015
-
[28]
NSF staff,Leading the World in Discovery and Inno- vation, STEM Talent Development and the Delivery of Benefits from Research - NSF Strategic Plan for Fiscal Years (FY) 2022 - 2026, Tech. Rep. (2022)
2022
-
[29]
S. El-Adawy, A. Pi˜ na, B. M. Zwickl, and H. Lewandowski, Experimental skills for undergraduate career preparation in quantum information science and engineering, arXiv preprint arXiv:2604.09382 (2026)
work page internal anchor Pith review Pith/arXiv arXiv 2026
-
[30]
D. E. Meltzer and V. K. Otero, A brief history of physics education in the United States, American Journal of Physics83, 447 (2015), publisher: American Associa- tion of Physics Teachers. [25]Adapting to a Changing World–Challenges and Op- portunities in Undergraduate Physics Education, Tech. 18 Rep. 978-0-309-28303-8 (National Academies Press, Washington...
2015
-
[31]
Cardona, D
P. Cardona, D. Z. Alaee, and B. Zwickl, Access to op- portunities affects physics majors’ interest and choice of methods specialization, inPhysics Education Research Conference 2021, PER Conference (Virtual Conference,
2021
-
[32]
American Physical Society, Physics Degrees by Race/Ethnicity, Available athttps://www.aps.org/ programs/education/statistics/degreesbyrace.cfm (2024)
2024
-
[33]
U.S. Department of Education, Institute of Education Sciences, National Center for Education Statistics, In- tegrated Postsecondary System (IPEDS), Available at https://nces.ed.gov/ipeds/(2024)
2024
-
[34]
Hazari, G
Z. Hazari, G. Sonnert, P. M. Sadler, and M.-C. Shana- han, Connecting high school physics experiences, out- come expectations, physics identity, and physics career choice: A gender study, Journal of Research in Science Teaching47, n/a (2010), publisher: Wiley Subscription Services, Inc., A Wiley Company
2010
-
[35]
H. B. Carlone and A. Johnson, Understanding the sci- ence experiences of successful women of color: Science identity as an analytic lens, Journal of Research in Sci- ence Teaching44, 1187 (2007), publisher: Wiley Sub- scription Services, Inc., A Wiley Company
2007
-
[36]
R. M. Lock, Z. Hazari, and G. Potvin, Physics career intentions: The effect of physics identity, math identity, and gender, inAIP Conference Proceedings, Vol. 1513 (American Institute of Physics, 2013) pp. 262–265
2013
-
[37]
R. M. Lock and Z. Hazari, Discussing underrepresenta- tion as a means to facilitating female students’ physics identity development, Physical Review Physics Educa- tion Research12, 020101 (2016), publisher: American Physical Society
2016
-
[38]
Holland,Identity and agency in cultural worlds(Har- vard university press, Cambridge, MA, 2001)
D. Holland,Identity and agency in cultural worlds(Har- vard university press, Cambridge, MA, 2001)
2001
-
[39]
A. C. Barton and E. Tan, We Be Burnin’! Agency, Identity, and Science Learning, Journal of the Learning Sciences19, 187 (2010)
2010
-
[40]
A. J. Gonsalves, Exploring how gender figures the iden- tity trajectories of two doctoral students in observa- tional astrophysics, Physical Review Physics Education Research14, 010146 (2018), publisher: American Phys- ical Society
2018
-
[41]
Lopatto, Survey of Undergraduate Research Experi- ences (SURE): first findings., Cell biology education3, 270 (2004)
D. Lopatto, Survey of Undergraduate Research Experi- ences (SURE): first findings., Cell biology education3, 270 (2004)
2004
-
[42]
Zohrabi Alaee, M
D. Zohrabi Alaee, M. K. Campbell, and B. M. Zwickl, Impact of virtual research experience for undergradu- ates experiences on students’ psychosocial gains during the COVID-19 pandemic, Physical Review Physics Edu- cation Research18, 010101 (2022), publisher: American Physical Society
2022
-
[43]
Hunter, S
A.-B. Hunter, S. L. Laursen, and E. Seymour, Becom- ing a scientist: The role of undergraduate research in students’ cognitive, personal, and professional develop- ment, Science Education91, 36 (2007)
2007
-
[44]
G. D. Kuh,High-impact educational practices: What they are, who has access to them, and why they mat- ter(Association of American Colleges and Universities, Washington, DC, 2008)
2008
-
[45]
Finley and T
A. Finley and T. McNair, Assessing underserved stu- dents’ engagement in high-impact practices (2013)
2013
-
[46]
M. K. Eagan Jr, S. Hurtado, M. J. Chang, G. A. Garcia, F. A. Herrera, and J. C. Garibay, Making a difference in science education: The impact of undergraduate re- search programs, American educational research journal 50, 683 (2013)
2013
-
[47]
Hu and V
T.-L. Hu and V. M. Borden, Bridging the divide: Ex- ploring equity gaps in undergraduate research partici- pation among black and african american and hispanic and latinx students, Research in Higher Education66, 22 (2025)
2025
-
[48]
Pierszalowski, F
S. Pierszalowski, F. Smith, and D. L´ opez-Cevallos, Research experiences for all undergraduate students? building a more equitable and inclusive office of under- graduate research at a land-grant institution, Change: The Magazine of Higher Learning52, 38 (2020)
2020
-
[49]
Etkina, A
E. Etkina, A. Karelina, and M. Ruibal-Villasenor, How long does it take? A study of student acquisition of scientific abilities, Physical Review Special Topics - Physics Education Research4, 020108 (2008)
2008
-
[50]
Walsh, K
C. Walsh, K. N. Quinn, and N. G. Holmes, Assessment of critical thinking in physics labs: concurrent validity, inPhysics Education Research Conference 2018, edited by A. Traxler, Y. Cao, and S. Wolf (Washington, D.C., 2018)
2018
-
[51]
B. M. Zwickl, D. Hu, N. Finkelstein, and H. J. Lewandowski, Model-based reasoning in the physics lab- oratory: Framework and initial results, Physical Review Special Topics - Physics Education Research11, 020113 (2015)
2015
-
[52]
Sulaiman, A
N. Sulaiman, A. Werth, and H. Lewandowski, Students’ views about experimental physics in a large-enrollment introductory lab focused on experimental scientific prac- tices, Physical Review Physics Education Research19, 010116 (2023)
2023
-
[53]
B. R. Wilcox and H. J. Lewandowski, Developing skills versus reinforcing concepts in physics labs: Insight from a survey of students’ beliefs about experimental physics, Physical Review Physics Education Research 13, 010108 (2017), publisher: American Physical Soci- ety
2017
-
[54]
Walsh, H
C. Walsh, H. J. Lewandowski, and N. G. Holmes, Skills- focused lab instruction improves critical thinking skills and experimentation views for all students, Physical Re- view Physics Education Research18, 010128 (2022)
2022
-
[55]
S. E. Brownell and M. J. Kloser, Toward a conceptual framework for measuring the effectiveness of course- based undergraduate research experiences in under- graduate biology, Studies in Higher Education40, 525 (2015), publisher: Routledge
2015
-
[56]
E. L. Dolan, Course-based undergraduate research expe- riences: Current knowledge and future directions, Natl Res Counc Comm Pap1, 1 (2016)
2016
-
[57]
J. S. Krim, L. E. Cot´ e, R. S. Schwartz, E. M. Stone, J. J. Cleeves, K. J. Barry, W. Burgess, S. R. Buxner, J. M. Gerton, L. Horvath, J. M. Keller, S. C. Lee, S. M. Locke, and B. M. Rebar, Models and Impacts of Sci- ence Research Experiences: A Review of the Literature of CUREs, UREs, and TREs, CBE-Life Sciences Edu- cation18, ar65 (2019), publisher: Ame...
2019
-
[58]
K. A. Treibergs, M. R. Stetzer, A. N. Olson, K. Schmid, T. Adjei-Opong, R. Onimode, K. Noyes, E. R. Elder- mire, B. A. Couch, and M. K. Smith, A scoping re- view of published lesson plans showcases two decades 19 of change in undergraduate life science education re- sources, CBE—Life Sciences Education24, ar40 (2025)
2025
-
[59]
M. M. Wooten, K. Coble, A. W. Puckett, and T. Rec- tor, Investigating introductory astronomy students’ perceived impacts from participation in course-based undergraduate research experiences, Physical Review Physics Education Research14, 010151 (2018), pub- lisher: American Physical Society
2018
-
[60]
H. B. Hewitt, M. N. Simon, C. Mead, S. Grayson, G. L. Beall, R. T. Zellem, K. Tock, and K. A. Pearson, Development and assessment of a course-based under- graduate research experience for online astronomy ma- jors, Physical Review Physics Education Research19, 020156 (2023), publisher: American Physical Society
2023
-
[61]
Rabosky, J
K. Rabosky, J. Armstrong, and A. Johnston, A CURE (Course-Based Undergraduate Research) for Advanced Physics Lab, The Physics Teacher63, 53 (2025)
2025
-
[62]
Werth, K
A. Werth, K. Oliver, C. G. West, and H. Lewandowski, Assessing student engagement with teamwork in an on- line, large-enrollment course-based undergraduate re- search experience in physics, Physical Review Physics Education Research18, 020128 (2022), publisher: American Physical Society
2022
-
[63]
K. A. Oliver, A. Werth, and H. Lewandowski, Student experiences with authentic research in a remote, in- troductory course-based undergraduate research expe- rience in physics, Physical Review Physics Education Research19, 010124 (2023), publisher: American Phys- ical Society
2023
-
[64]
Werth, C
A. Werth, C. G. West, N. Sulaiman, and H. Lewandowski, Enhancing students’ views of experimental physics through a course-based under- graduate research experience, Physical Review Physics Education Research19, 020151 (2023), publisher: American Physical Society
2023
-
[65]
L. A. Corwin, E. L. Dolan, M. J. Graham, D. I. Hanauer, and N. Pelaez, The need to be sure about cures: Discovery and relevance as critical elements of cures for nonmajors, Journal of Microbiology & Biology Education19, 10 (2018)
2018
-
[66]
L. A. Corwin, C. R. Runyon, E. Ghanem, M. Sandy, G. Clark, G. C. Palmer, S. Reichler, S. E. Rodenbusch, and E. L. Dolan, Effects of Discovery, Iteration, and Collaboration in Laboratory Courses on Undergradu- ates’ Research Career Intentions Fully Mediated by Stu- dent Ownership, CBE-Life Sciences Education17, ar20 (2018)
2018
-
[67]
K. M. Cooper, J. N. Blattman, T. Hendrix, and S. E. Brownell, The impact of broadly relevant novel discov- eries on student project ownership in a traditional lab course turned cure, CBE—Life Sciences Education18, ar57 (2019)
2019
-
[68]
E. C. Goodwin, V. Anokhin, M. J. Gray, D. E. Za- jic, J. E. Podrabsky, and E. E. Shortlidge, Is This Science? Students’ Experiences of Failure Make a Research-Based Course Feel Authentic, CBE-Life Sci- ences Education20, 1 (2021)
2021
-
[69]
C. B. Russell and G. C. Weaver, A comparative study of traditional, inquiry-based, and research-based labora- tory curricula: impacts on understanding of the nature of science, Chem. Educ. Res. Pract.12, 57 (2011)
2011
-
[70]
Rowland, R
S. Rowland, R. Pedwell, G. Lawrie, J. Lovie-Toon, and Y. Hung, Do We Need to Design Course-Based Under- graduate Research Experiences for Authenticity?, CBE life sciences education15, ar79 (2016), publisher: Amer- ican Society for Cell Biology
2016
-
[71]
C. J. Ballen, S. K. Thompson, J. E. Blum, N. P. New- strom, and S. Cotner, Discovery and Broad Relevance May Be Insignificant Components of Course-Based Un- dergraduate Research Experiences (CUREs) for Non- Biology Majors†, Journal of Microbiology & Biology Education19, 10.1128/jmbe.v19i2.1515 (2018), pub- lisher: asm Pub2Web
-
[72]
Hebert, J
S. Hebert, J. E. Blum, D. Wassenberg, D. Marks, K. Barry, and S. Cotner, Open-inquiry vs. broadly rel- evant short-term research experiences for non-biology majors, Journal of Microbiology & Biology Education 22, 10 (2021)
2021
-
[73]
A. L. Lansverk, D. A. Lichti, K. W. Blinka, and K. L. Callis-Duehl, Comparing the outcomes of” pre-cure” compared to inquiry-based introductory biology labs., Bioscene: Journal of College Biology Teaching46, 10 (2020)
2020
-
[74]
C. W. Beck, M. F. Cole, and N. M. Gerardo, Can we quantify if it’sa cure?, Journal of Microbiology & Biol- ogy Education24, e00210 (2023)
2023
-
[75]
Holmes and C
N. Holmes and C. E. Wieman, Examining and contrast- ing the cognitive activities engaged in undergraduate research experiences and lab courses, Physical Review Physics Education Research12, 020103 (2016), pub- lisher: American Physical Society
2016
-
[76]
L. B. Buck, M. H. Towns, and S. L. Bretz, Research and Teaching: Characterizing the Level of Inquiry in the Undergraduate Laboratory, Journal of College Science Teaching38, 52 (2008)
2008
-
[77]
Stuckey, A
M. Stuckey, A. Hofstein, R. Mamlok-Naaman, and I. Eilks, The meaning of ‘relevance’in science education and its implications for the science curriculum, Studies in science education49, 1 (2013)
2013
-
[78]
Kapon, A
S. Kapon, A. Laherto, and O. Levrini, Disciplinary au- thenticity and personal relevance in school science, Sci- ence Education102, 1077 (2018)
2018
-
[79]
L. A. Corwin, C. Runyon, A. Robinson, and E. L. Dolan, The Laboratory Course Assessment Survey: A Tool to Measure Three Dimensions of Research-Course Design., CBE life sciences education14, ar37 (2015), num Pages: ar37-
2015
-
[80]
Sundstrom, J
M. Sundstrom, J. Gambrell, C. Green, A. L. Traxler, and E. Brewe, Relative benefits of different active learn- ing methods to conceptual physics learning, Nature Physics , 1 (2026), publisher: Nature Publishing Group
2026
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