Five Years’ Experience With a Medical Scribe Fellowship: Shaping Future Health Professions Students While Addressing Provider Burnout
Abstract
Professional burnout has reached epidemic levels among U.S. medical providers. One key driver is the burden of clinical documentation in the electronic health record, which has given rise to medical scribes. Despite the demonstrated benefits of scribes, many providers—especially those in academic health systems—have been unable to make an economic case for them. With the aim of creating a cost-effective scribe program in which premedical students gain skills that better position them for professional schooling, while providers at risk of burnout obtain documentation support, the authors launched the Clinical Observation and Medical Transcription (COMET) Program in June 2015 at Stanford University School of Medicine. COMET is a new type of postbaccalaureate premedical program that combines an apprenticeship-like scribing experience and a package of teaching, advising, application support, and mentored scholarship that is supported by student tuition. Driven by strong demand from both participants and faculty, the program grew rapidly during its first 5 years (2015–2020). Program evaluations indicated high levels of satisfaction among participants and faculty with their mentors and mentees, respectively; that participants felt the experience better positioned them for professional schooling; and that faculty reported improved joy of practice. In summary, tuition-supported medical scribe programs, like COMET, appear to be feasible and cost-effective. The COMET model may have the potential to help shape future health professions students, while simultaneously combating provider burnout. While scalability and generalizability remain uncertain, this model may be worth exploring at other institutions.
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Strategies to reduce documentation burden, including team documentation, automatic speech recognition technologies, and 2021 E&M coding changes have been implemented with variable impact.
“Strategies to reduce documentation burden, including team documentation, 9-13 automatic speech recognition technologies, 14 and 2021 E&M coding changes 15 have been implemented with variable impact.16”
From Ambient artificial intelligence scribes: utilization and impact on documentation time (2025) · cites this paper as [10]
Cites
The Association of American Medical Colleges
ZAPFFE, F. C. (1938) · Academic Medicine · doi:10.1097/00001888-193801000-00007 · Cited by 5,527 · see citing works
Shanafelt, T. D., Hasan, O., Dyrbye, L. N., Sinsky, C., Satele, D., Sloan, J., & West, C. P. (2015) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2015.08.023 · Cited by 2,885 · see citing works
Allocation of Physician Time in Ambulatory Practice: A Time and Motion Study in 4 Specialties
Sinsky, C., Colligan, L., Li, L., Prgomet, M., Reynolds, S., Goeders, L., Westbrook, J., Tutty, M., & Blike, G. (2016) · Annals of Internal Medicine · doi:10.7326/m16-0961 · Cited by 1,494 · see citing works
Arndt, B. G., Beasley, J. W., Watkinson, M. D., Temte, J. L., Tuan, W.-J., Sinsky, C. A., & Gilchrist, V. J. (2017) · The Annals of Family Medicine · doi:10.1370/afm.2121 · Cited by 972 · see citing works
Shanafelt, T. D., West, C. P., Sinsky, C., Trockel, M., Tutty, M., Satele, D. V., Carlasare, L. E., & Dyrbye, L. N. (2019) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2018.10.023 · Cited by 914 · see citing works
Shanafelt, T. D., West, C. P., Sinsky, C. A., Trockel, M., Tutty, M., Wang, H., Carlasare, L. E., & Dyrbye, L. N. (2022) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2021.11.021 · Cited by 456 · see citing works
Addressing Physician Burnout: The Way Forward
Shanafelt, T. D., Dyrbye, L. N., & West, C. P. (2017) · JAMA · doi:10.1001/jama.2017.0076 · Cited by 447 · see citing works
Beyond Burnout — Redesigning Care to Restore Meaning and Sanity for Physicians
Wright, A. A., & Katz, I. T. (2018) · New England Journal of Medicine · doi:10.1056/nejmp1716845 · Cited by 212 · see citing works
Gidwani, R., Nguyen, C., Kofoed, A., Carragee, C., Rydel, T., Nelligan, I., Sattler, A., Mahoney, M., & Lin, S. (2017) · The Annals of Family Medicine · doi:10.1370/afm.2122 · Cited by 202 · see citing works
Self-citationThe Use of Medical Scribes in Health Care Settings: A Systematic Review and Future Directions
Shultz, C. G., & Holmstrom, H. L. (2015) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2015.03.140224 · Cited by 139 · see citing works
Association of medical scribes in primary care with physician workflow and patient experience
Mishra, P., Kiang, J. C., & Grant, R. W. (2018) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2018.3956 · Cited by 136 · see citing works
The Rise of the Medical Scribe Industry
Gellert, G. A., Ramirez, R., & Webster, S. L. (2014) · JAMA · doi:10.1001/jama.2014.17128 · Cited by 110 · see citing works
Grumbach, K., & Chen, E. (2006) · JAMA · doi:10.1001/jama.296.9.1079 · Cited by 88 · see citing works
Impact of Medical Scribes on Physician and Patient Satisfaction in Primary Care
Pozdnyakova, A., Laiteerapong, N., Volerman, A., Feld, L. D., Wan, W., Burnet, D. L., & Lee, W. W. (2018) · Journal of General Internal Medicine · doi:10.1007/s11606-018-4434-6 · Cited by 85 · see citing works
Powering-Up Primary Care Teams: Advanced Team Care With In-Room Support
Sinsky, C. A., & Bodenheimer, T. S. (2019) · The Annals of Family Medicine · doi:10.1370/afm.2422 · Cited by 83 · see citing works
Heaton, H. A., Castañeda-Guarderas, A., Trotter, E. R., Erwin, P. J., & Bellolio, F. (2016) · The American Journal of Emergency Medicine · doi:10.1016/j.ajem.2016.07.056 · Cited by 75 · see citing works
Hess, J., Wallenstein, J., Ackerman, J. D., Akhter, M., Ander, D. S., Keadey, M. T., & Capes, J. (2015) · Western Journal of Emergency Medicine · doi:10.5811/westjem.2015.6.25432 · Cited by 67 · see citing works
Physician, Scribe, and Patient Perspectives on Clinical Scribes in Primary Care
Chen, Y., Rose, S. L., Rothberg, M. B., Mercer, M. B., Goodman, K., & Misra‐Hebert, A. D. (2016) · Journal of General Internal Medicine · doi:10.1007/s11606-016-3719-x · Cited by 64 · see citing works
Annual impact of scribes on physician productivity and revenue in a cardiology clinic
Bank, A. J., & Gage, R. (2015) · ClinicoEconomics and Outcomes Research · doi:10.2147/ceor.s89329 · Cited by 56 · see citing works
Walker, K., Ben‐Meir, M., Dunlop, W. A., Rosler, R., West, A., O’Connor, G., Chan, T., Badcock, D., Putland, M., Hansen, K., et al. (2019) · BMJ · doi:10.1136/bmj.l121 · Cited by 56 · see citing works
Value-Added Medical Education: Engaging Future Doctors to Transform Health Care Delivery Today
Lin, S., Schillinger, E., & Irby, D. M. (2014) · Journal of General Internal Medicine · doi:10.1007/s11606-014-3018-3 · Cited by 56 · see citing works
Self-citationPhysician, Scribe, and Patient Perspectives on Clinical Scribes in Primary Care
Misra‐Hebert, A. D., Chen, Y., & Rothberg, M. B. (2016) · Journal of General Internal Medicine · doi:10.1007/s11606-016-3888-7 · Cited by 50 · see citing works
Medical scribes: How do their notes stack up?
Misra‐Hebert, A. D., Amah, L., Rabovsky, A., Morrison, S. L., Cantave, M. D., Hu, B., Sinsky, C. A., & Rothberg, M. B. (2016) · PubMed · Cited by 49 · see citing works
Martel, M. L., Imdieke, B. H., Holm, K. M., Poplau, S., Heegaard, W. G., Pryor, J. L., & Linzer, M. (2018) · The Joint Commission Journal on Quality and Patient Safety · doi:10.1016/j.jcjq.2018.01.001 · Cited by 45 · see citing works
Impact of Medical Scribes in Primary Care on Productivity, Face-to-Face Time, and Patient Comfort
Zallman, L., Finnegan, K. E., Roll, D. L., Todaro, M., Oneiz, R., & Sayah, A. J. (2018) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2018.04.170325 · Cited by 45 · see citing works
Shuaib, W., Hilmi, J., Caballero, J., Rashid, I., Stanazai, H., Ajanovic, A., Moshtaghi, A., Amari, A., Tawfeek, K., Khurana, A., et al. (2017) · Health Informatics Journal · doi:10.1177/1460458217692930 · Cited by 39 · see citing works
Andriole, D. A., & Jeffe, D. B. (2011) · Academic Medicine · doi:10.1097/acm.0b013e3182045076 · Cited by 35 · see citing works
Impact of scribes on emergency department patient throughput one year after implementation
Heaton, H. A., Nestler, D. M., Lohse, C. M., & Sadosty, A. T. (2016) · The American Journal of Emergency Medicine · doi:10.1016/j.ajem.2016.11.017 · Cited by 35 · see citing works
Shuaib, W., Hilmi, J., Caballero, J., Rashid, I., Stanazai, H., Tawfeek, K., Amari, A., Ajanovic, A., Moshtaghi, A., Khurana, A., et al. (2017) · Health Informatics Journal · doi:10.1177/1460458217704255 · Cited by 33 · see citing works
McCormick, B. J., Deal, A. M., Borawski, K. M., Raynor, M., Viprakasit, D. P., Wallen, E., Woods, M. E., & Pruthi, R. S. (2018) · World Journal of Urology · doi:10.1007/s00345-018-2293-8 · Cited by 32 · see citing works
A Time-Driven Activity-Based Costing Analysis of Emergency Department Scribes
Heaton, H. A., Nestler, D. M., Barry, W. J., Helmers, R. A., Sır, M. Y., Goyal, D. G., Haas, D. A., Kaplan, R. S., & Sadosty, A. T. (2019) · Mayo Clinic Proceedings Innovations Quality & Outcomes · doi:10.1016/j.mayocpiqo.2018.11.004 · Cited by 32 · see citing works
Can scribes boost FPs' efficiency and job satisfaction?
Earls, S. T., Savageau, J. A., Begley, S., Saver, B. G., Sullivan, K., & Chuman, A. (2017) · PubMed · Cited by 31 · see citing works
Integration of Medical Scribes in the Primary Care Setting
Imdieke, B. H., & Martel, M. L. (2016) · Journal of Ambulatory Care Management · doi:10.1097/jac.0000000000000168 · Cited by 30 · see citing works
One Year of Family Physicians' Observations on Working with Medical Scribes
Sattler, A. L., Rydel, T. A., Nguyen, C. T., & Lin, S. (2018) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.2018.01.170314 · Cited by 30 · see citing works
Self-citationMedical Scribes in an Academic Dermatology Practice
Nambudiri, V. E., Watson, A. J., Buzney, E. A., Kupper, T. S., Rubenstein, M. H., & Yang, F. C. (2017) · JAMA Dermatology · doi:10.1001/jamadermatol.2017.3658 · Cited by 29 · see citing works
Medical Scribe Impact on Patient and Provider Experience
Taylor, K. A., McQuilkin, D. J., & Hughes, R. G. (2019) · Military Medicine · doi:10.1093/milmed/usz030 · Cited by 27 · see citing works
Medical scribes have no impact on the patient experience of an emergency department
Dunlop, W. A., Hegarty, L., Staples, M., Levinson, M., Ben‐Meir, M., & Walker, K. (2017) · Emergency Medicine Australasia · doi:10.1111/1742-6723.12818 · Cited by 25 · see citing works
Impact of Medical Scribes on Provider Efficiency in the Pediatric Emergency Department
Addesso, L., Nimmer, M., Visotcky, A. M., Fraser, R. A., & Brousseau, D. C. (2018) · Academic Emergency Medicine · doi:10.1111/acem.13544 · Cited by 25 · see citing works
Time Motion Analysis: Impact of Scribes on Provider Time Management
Heaton, H. A., Wang, R., Farrell, K. J., Ruelas, O. S., Goyal, D. G., Lohse, C. M., Sadosty, A. T., & Nestler, D. M. (2018) · Journal of Emergency Medicine · doi:10.1016/j.jemermed.2018.04.018 · Cited by 23 · see citing works
Impact of Scribes on Billed Relative Value Units in an Academic Emergency Department
Heaton, H. A., Nestler, D. M., Jones, D. D., Varghese, R. S., Lohse, C. M., Williamson, E. S., & Sadosty, A. T. (2016) · Journal of Emergency Medicine · doi:10.1016/j.jemermed.2016.11.017 · Cited by 23 · see citing works
Graves, P., Graves, S. R., Minhas, T., Lewinson, R., Vallerand, I. A., & Lewinson, R. T. (2018) · CMAJ Open · doi:10.9778/cmajo.20180031 · Cited by 23 · see citing works
Commentary: Adopting Postbaccalaureate Premedical Programs to Enhance Physician Workforce Diversity
Grumbach, K. (2011) · Academic Medicine · doi:10.1097/acm.0b013e3182045a68 · Cited by 22 · see citing works
DeWitt, D. E., & Harrison, L. E. (2018) · Journal of General Internal Medicine · doi:10.1007/s11606-018-4582-8 · Cited by 22 · see citing works
Cabilan, C. J., & Eley, R. M. (2015) · Emergency Medicine Australasia · doi:10.1111/1742-6723.12460 · Cited by 18 · see citing works
Danak, S. U., Guetterman, T. C., Plegue, M. A., Holmstrom, H., Kadri, R., Duthler, A., Yoo, A., & Buis, L. R. (2019) · JMIR Medical Informatics · doi:10.2196/14797 · Cited by 16 · see citing works
Use of Scribes for Documentation Assistance in Rheumatology and Endocrinology Clinics
Danila, M. I., Melnick, J. A., Curtis, J. R., Menachemi, N., & Saag, K. G. (2017) · JCR Journal of Clinical Rheumatology · doi:10.1097/rhu.0000000000000620 · Cited by 15 · see citing works
Ewelukwa, O., Perez, R., Carter, L. E., Fernandez, A. G. P., & Glover, S. C. (2018) · Inflammatory Bowel Diseases · doi:10.1093/ibd/izx078 · Cited by 14 · see citing works
Implementation of Scribes in an Academic Emergency Department: The Resident Perspective
Ou, E., Mulcare, M. R., Clark, S., & Sharma, R. (2017) · Journal of Graduate Medical Education · doi:10.4300/jgme-d-16-00807.1 · Cited by 13 · see citing works
Trauma Surgeons Save Lives—Scribes Save Trauma Surgeons!
Golob, J. F., Como, J. J., & Claridge, J. A. (2018) · The American Surgeon · doi:10.1177/000313481808400137 · Cited by 13 · see citing works
Clinical scribes and their association with patient experience in the otolaryngology clinic
Rohlfing, M. L., Keefe, K. R., Komshian, S. R., Valentine, A. D., Noordzij, J. P., Levi, J. R., & Brook, C. D. (2019) · The Laryngoscope · doi:10.1002/lary.28075 · Cited by 11 · see citing works
Can medical scribes improve quality measure documentation?
Platt, J., & Altman, W. (2019) · PubMed · Cited by 11 · see citing works
Patient Perspectives on Clinical Scribes in Primary Care
Chen, Y., Rose, S. L., Rothberg, M. B., Mercer, M. B., Goodman, K., & Misra‐Hebert, A. D. (2018) · Journal of General Internal Medicine · doi:10.1007/s11606-018-4573-9 · Cited by 10 · see citing works
Association of Patient Satisfaction With Medical Scribe Use in an Academic Dermatology Practice
Nambudiri, V. E., Watson, A. J., Rubenstein, M. H., Kupper, T. S., & Yang, F. C. (2018) · JAMA Dermatology · doi:10.1001/jamadermatol.2017.6139 · Cited by 9 · see citing works
Impact of Scribes on Medical Student Education:
Hafer, J., Wu, X., & Lin, S. (2018) · Family Medicine · doi:10.22454/fammed.2018.933777 · Cited by 8 · see citing works
Self-citationMacPhail, M. E., Main, S. A., Tippins, W. W., Sullivan, A., & Rex, D. K. (2018) · Clinical and Translational Gastroenterology · doi:10.1038/s41424-018-0042-3 · Cited by 4 · see citing works
Impact of scribe utilization on resident education and fatigue mitigation
Jones, D. D., Thompson, M. S., Colletti, J. E., & Heaton, H. A. (2018) · The American Journal of Emergency Medicine · doi:10.1016/j.ajem.2018.02.028 · Cited by 3 · see citing works
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1 of the 57 references couldn’t be matched to a known paper.
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Shah, S. J., Devon-Sand, A., Ma, S. P., Jeong, Y., Crowell, T., Smith, M., Liang, A. S., Delahaie, C., Hsia, C., Shanafelt, T., et al. (2025) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocae295 · Cited by 224 · see citing works
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Ma, S. P., Liang, A. S., Shah, S. J., Smith, M., Jeong, Y., Devon-Sand, A., Crowell, T., Delahaie, C., Hsia, C., Lin, S., et al. (2025) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocae304 · Cited by 155 · see citing works
Self-citationInterventions to Reduce Electronic Health Record-Related Burnout: A Systematic Review
Kang, C., & Sarkar, I. N. (2023) · Applied Clinical Informatics · doi:10.1055/a-2203-3787 · Cited by 33 · see citing works
Nguyen, O. T., Turner, K. L., Apathy, N. C., Magoč, T., Hanna, K., Merlo, L. J., Harle, C. A., Thompson, L. A., Berner, E. S., & Feldman, S. S. (2021) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocab272 · Cited by 28 · see citing works
Li, H. (2025) · Advances in Medical Education and Practice · doi:10.2147/amep.s532951 · Cited by 9 · see citing works
Waller, R., Ekpa, N., & Kass, L. E. (2021) · Medical Science Educator · doi:10.1007/s40670-021-01407-7 · Cited by 5 · see citing works
Effects of medical scribes on patients, physicians, and safety: A scoping review
Shah, L. M., Borycki, E. M., Shah, J. A., Kushniruk, A. W., & |, |. (2021) · Knowledge Management & E-Learning An International Journal · doi:10.34105/j.kmel.2021.13.030 · Cited by 5 · see citing works
Less, J., Nguyen, C. T., Teng, V. C., & Lin, S. (2023) · Family Medicine · doi:10.22454/fammed.2023.416490 · Cited by 3 · see citing works
Self-citationWojda, T. R., Savio, F. V. D., Hochheiser, H., Amaravathi, A., Bharat, K. T., & Fischer, G. M. (2025) · Artificial intelligence · doi:10.5772/intechopen.1011340 · Cited by 2 · see citing works
Monteith, C., Bhuinneáin, M. N., & Geary, M. P. (2022) · European Journal of Obstetrics & Gynecology and Reproductive Biology · doi:10.1016/j.ejogrb.2022.07.019 · Cited by 1 · see citing works
Getting by With Less: How to do More With Less Staff After COVID-19?
Reeves, V., Schaefer, D., & Glover, S. C. (2022) · The American Journal of Gastroenterology · doi:10.14309/ajg.0000000000001853
The Experience of Medical Scribing: No Disparities Identified
Levi, B. H., Ekpa, N., Lin, A., Smith, C. W., & Volpe, R. L. (2024) · Advances in Medical Education and Practice · doi:10.2147/amep.s439826
Woodings, L. N., Ivanova, K., Nolte, L., Baxter, K., Read, C., Kennett, F., Catterson, P., Davidson, K., Hornby, C. J., Yang, V., et al. (2025) · BMC Health Services Research · doi:10.1186/s12913-025-12564-5
Mathebula, L., Mathevula, R. F., & Ramalepa, T. N. (2026) · Curationis · doi:10.4102/curationis.v49i1.2816
- Authors
- Lin, S., Duong, A., Nguyen, C., & Teng, V.
- Affiliations
- Stanford Medicine (US)
- Corresponding author
- Lin, Steven
- ORCID
- Lin, Steven
- Venue
- Academic Medicine
- Publisher
- Oxford University Press (OUP)
- Published
- 2021-04-27
- Volume
- 96
- Issue
- 5
- Pages
- 671-679
- ISSN
- 1040-2446 (ISSN-L)
- OpenAlex
- W3089213976
- Cited by
- 14
- References
- 57
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 3 · 2023: 2 · 2022: 2 · 2021: 3
- FWCI
- 1.31
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Academic Medicine (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Medical Education and Admissions
- Health Sciences › Health Professions › General Health Professions › Healthcare professionals’ stress and burnout
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Innovations in Medical Education
- Keywords
- medical scribes, provider burnout, clinical documentation burden, electronic health records, premedical students, medical school admissions, mentoring, cost-effectiveness, health professions education, academic health system
- MeSH terms
- Mentoring, Burnout, Professional, California, Documentation, Education, Premedical, Fellowships and Scholarships, Humans, Medical Record Administrators, Physicians, Electronic Health Records
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