Efficiency Gains for Rheumatology Consultation Using a Novel Electronic Referral System in a Safety‐Net Health Setting
Open accessAbstract
Objective: Health information technology (HIT) holds promise in increasing access to rheumatologists by improving the quality and efficiency of referrals, but few studies have examined its use for this purpose. We evaluated the use and impact of a novel electronic referral (eReferral) system in rheumatology in a safety‐net health system. Methods: We examined eReferrals over 4 years. Our primary outcome was use of preconsultation exchange, defined as back‐and‐forth communication between referring and specialty care providers, facilitating triage of referrals, requests for more information, or resolution of questions without a visit. We calculated the proportion of eReferrals that underwent preconsultation exchange, time to reviewer response, and number of visits scheduled. To increase generalizability, we selected a random sample of eReferrals to undergo additional blinded, adjudicated review to assess agreement on appropriateness for preconsultation exchange. Results: Between 2008 and 2012, 2,383 eReferrals were reviewed and 2,105 were eligible for analysis. One‐fourth of eReferrals were resolved without a clinic visit. The proportion of eReferrals undergoing preconsultation exchange increased over time (55% in 2008 versus 74% in 2011), and the volume of referrals also steadily increased over time. Reviewer response time averaged between 1 and 4 days. In the random sample of eReferrals that underwent adjudicated review, agreement between reviewers was high (κ = 0.72). Conclusion: HIT‐enabled preconsultation exchange was used for a majority of eReferrals and facilitated communication between referring clinicians and rheumatologists. This redesigned system of care allowed for triage of a high number of referrals, with many referrals determined to be appropriate for preconsultation exchange.
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?
The average/median time for PCPs to receive a response from specialists to eConsult requests ranged from <1 to <6 days.
“The average/median time for the PCPs to receive a response from the specialists to the eConsult requests ranged from <1 18,49,50 to <6 days.11,51”
From A Systematic Review of Asynchronous, Provider-to-Provider, Electronic Consultation Services to Improve Access to Specialty Care Available Worldwide (2019) · cites this paper as [51]
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
Foy, R., Hempel, S., Rubenstein, L., Suttorp, M., Seelig, M., Shanman, R., & Shekelle, P. (2010) · Annals of Internal Medicine · doi:10.7326/0003-4819-152-4-201002160-00010 · Cited by 213 · see citing works
The United States rheumatology workforce: Supply and demand, 2005–2025
Deal, C. L., Hooker, R. S., Harrington, T., Birnbaum, N. S., Hogan, P., Bouchery, E., Klein‐Gitelman, M., & Barr, W. G. (2007) · Arthritis & Rheumatism · doi:10.1002/art.22437 · Cited by 190 · see citing works
eReferral — A New Model for Integrated Care
Chen, A. H., Murphy, E. J., & Yee, H. F. (2013) · New England Journal of Medicine · doi:10.1056/nejmp1215594 · Cited by 173 · see citing works
Self-citation?Are you better?? A qualitative study of the meaning of recovery
Beaton, D., Tarasuk, V. S., Katz, J. N., Wright, J. G., & Bombardier, C. (2001) · Arthritis & Rheumatism · doi:10.1002/1529-0131(200106)45:3 · Cited by 163 · see citing works
Kim, Y., Chen, A. H., Keith, E., Yee, H. F., & Kushel, M. (2009) · Journal of General Internal Medicine · doi:10.1007/s11606-009-0955-3 · Cited by 150 · see citing works
Self-citationEvaluating Electronic Referrals for Specialty Care at a Public Hospital
Kim-Hwang, J. E., Chen, A. H., Bell, D. S., Guzman, D., Yee, H. F., & Kushel, M. (2010) · Journal of General Internal Medicine · doi:10.1007/s11606-010-1402-1 · Cited by 134 · see citing works
Self-citationA Safety-Net System Gains Efficiencies Through ‘eReferrals’ To Specialists
Chen, A. H., Kushel, M. B., Grumbach, K., & Yee, H. F. (2010) · Health Affairs · doi:10.1377/hlthaff.2010.0027 · Cited by 98 · see citing works
Self-citationGreenberg, J. O., Barnett, M. L., Spinks, M., Dudley, J. C., & Frolkis, J. P. (2014) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2013.14093 · Cited by 77 · see citing works
Newman, E. D., Harrington, T. M., Olenginski, T. P., Perruquet, J. L., & McKinley, K. E. (2004) · Arthritis Care & Research · doi:10.1002/art.20239 · Cited by 55 · see citing works
Sewell, J. L., Day, L. W., Tuot, D. S., Alvarez, R., Yu, A., & Chen, A. H. (2013) · The American Journal of Medicine · doi:10.1016/j.amjmed.2013.02.017 · Cited by 10 · see citing works
Self-citationPreconsultation Exchange for Ambulatory Hepatology Consultations
Sewell, J. L., Guy, J. E., Kwon, A., Chen, A. H., & Yee, H. F. (2013) · The American Journal of Medicine · doi:10.1016/j.amjmed.2012.12.019 · Cited by 9 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Liddy, C., Moroz, I., Mihan, A., Nawar, N., & Keely, E. (2019) · Telemedicine and e-Health · doi:10.1089/tmj.2018.0005 · Cited by 151 · see citing works
Electronic consultations (E-consults) and their outcomes: a systematic review
Vimalananda, V. G., Orlander, J. D., Afable, M. K., Fincke, B. G., Solch, A. K., Rinne, S. T., Kim, E. J., Cutrona, S. L., Thomas, D. D., Strymish, J. M., et al. (2019) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocz185 · Cited by 127 · see citing works
Factors affecting the successful implementation of the referral system
Seyed-Nezhad, M., Ahmadi, B., & Sari, A. A. (2021) · Journal of Family Medicine and Primary Care · doi:10.4103/jfmpc.jfmpc_514_21 · Cited by 117 · see citing works
Electronic referral systems in health care: a scoping review
Azamar-Alonso, A., Costa, A. P., Huebner, L.-A., & Tarride, J. (2019) · ClinicoEconomics and Outcomes Research · doi:10.2147/ceor.s195597 · Cited by 72 · see citing works
Longer-term impact of cardiology e-consults
Wasfy, J. H., Rao, S. K., Kalwani, N. M., Chittle, M. D., Richardson, C. A., Gallen, K. M., Isselbacher, E. M., Kimball, A. B., & Ferris, T. G. G. (2015) · American Heart Journal · doi:10.1016/j.ahj.2015.11.019 · Cited by 52 · see citing works
e-Consults in gastroenterology: An opportunity for innovative care
Venkatesh, R. D., Campbell, E. J., Thiim, M., Rao, S. K., Ferris, T. G. G., Wasfy, J. H., & Richter, J. M. (2018) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x18781189 · Cited by 43 · see citing works
Nakamura, Y., Laberge, M., Davis, A., & Formoso, A. (2019) · Journal of Health Care for the Poor and Underserved · doi:10.1353/hpu.2019.0064 · Cited by 40 · see citing works
Lo, Y.-S., Yang, C.-Y., Chien, H., Chang, S.-S., Lu, C.-Y., & Chen, R. (2019) · Journal of Medical Internet Research · doi:10.2196/13563 · Cited by 37 · see citing works
Rea, C. J., Wenren, L. M., Tran, K. D., Zwemer, E. K., Mallon, D. P., Bernson‐Leung, M. E., Samuels, R. C., & Toomey, S. L. (2018) · Academic Pediatrics · doi:10.1016/j.acap.2018.03.010 · Cited by 34 · see citing works
Managing patients using telerheumatology: Lessons from a pandemic
Bateman, J., & Cleaton, N. (2021) · Best Practice & Research Clinical Rheumatology · doi:10.1016/j.berh.2021.101662 · Cited by 34 · see citing works
E-consults: an effective way to decrease clinic wait times in rheumatology
Patel, V., Stewart, D., & Horstman, M. J. (2020) · BMC Rheumatology · doi:10.1186/s41927-020-00152-5 · Cited by 33 · see citing works
Improving Access to Rheumatologists: Use and Benefits of an Electronic Consultation Service
Rostom, K., Smith, C., Liddy, C. E., Afkham, A., & Keely, E. (2017) · The Journal of Rheumatology · doi:10.3899/jrheum.161529 · Cited by 31 · see citing works
Golberstein, E., Kolvenbach, S., Carruthers, H., Druss, B., & Goering, P. (2018) · Healthcare · doi:10.1016/j.hjdsi.2017.01.002 · Cited by 29 · see citing works
Asynchronous vascular consultation via electronic methods: A feasibility pilot
Chittle, M. D., Rao, S. K., Jaff, M. R., Patel, V. I., Gallen, K. M., Avadhani, R., Ferris, T. G. G., & Wasfy, J. H. (2015) · Vascular Medicine · doi:10.1177/1358863x15601734 · Cited by 29 · see citing works
Afable, M. K., Gupte, G., Simon, S. R., Shanahan, J. L., Vimalananda, V. G., Kim, E. J., Strymish, J. M., & Orlander, J. D. (2018) · Health Affairs · doi:10.1377/hlthaff.2017.1087 · Cited by 20 · see citing works
Fort, M. P., Namba, L. M., Dutcher, S., Copeland, T., Bermingham, N., Fellenz, C., Lantz, D., Reusch, J. J., & Bayliss, E. A. (2017) · The Permanente Journal · doi:10.7812/tpp/16-022 · Cited by 13 · see citing works
Ulloa, J. G., Russell, M. D., Chen, A. H., & Tuot, D. S. (2017) · BMC Health Services Research · doi:10.1186/s12913-017-2375-0 · Cited by 15 · see citing works
Self-citationInitial experience with endocrinology e-consults
Wasfy, J. H., Rao, S. K., Essien, U. R., Richardson, C. A., Jeune, T., Goldstein, S. A., Laikhter, E., Chittle, M. D., Weil, M., Wein, M. N., et al. (2016) · Endocrine · doi:10.1007/s12020-016-1053-z · Cited by 13 · see citing works
Keely, E., Rostom, K., Smith, D. C., & Liddy, C. E. (2021) · CMAJ Open · doi:10.9778/cmajo.20200025 · Cited by 13 · see citing works
Anjum, M. R., Chalmers, J., Hamid, R., & Rajoriya, N. (2021) · World Journal of Gastroenterology · doi:10.3748/wjg.v27.i44.7625 · Cited by 11 · see citing works
Leveraging Telemedicine as an Approach to Address Rheumatic Disease Health Disparities
McDougall, J. (2020) · Rheumatic Disease Clinics of North America · doi:10.1016/j.rdc.2020.09.008 · Cited by 7 · see citing works
Lee, J., Rikin, S., & Jain, R. (2021) · ACR Open Rheumatology · doi:10.1002/acr2.11317 · Cited by 7 · see citing works
Electronic Consultations: Complexities and Promise
Vimalananda, V. G., & Fincke, B. G. (2020) · Annals of Internal Medicine · doi:10.7326/m20-1320 · Cited by 5 · see citing works
Adelowo, O. O., Akpabio, A., Oderinlo, O., Okonkwo, O. N., & Raphael, J. E. (2019) · Ocular Immunology and Inflammation · doi:10.1080/09273948.2019.1611873 · Cited by 4 · see citing works
Tajari, F., Mahmoudi, G., Dabbaghi, F., & Charati, J. Y. (2022) · Iranian Red Crescent Medical Journal · doi:10.32592/ircmj.2022.24.8.2089 · Cited by 3 · see citing works
Alnaqbi, K. A., Alaswad, M., Mahmoud, A. A. A., & Hannawi, S. (2025) · Rheumatology International · doi:10.1007/s00296-025-05889-1 · Cited by 2 · see citing works
Approaches to Integrated Diabetes Care: United States: San Francisco
Thom, D. H., & Bodenheimer, T. S. (2016) · Springer eBooks · doi:10.1007/978-3-319-13389-8_3 · Cited by 2 · see citing works
Aguirre, A., Trupin, L. S., Margaretten, M. E., Goglin, S. E., Noh, J. H., & Yazdany, J. (2020) · The Journal of Rheumatology · doi:10.3899/jrheum.190472 · Cited by 2 · see citing works
Self-citationCampbell, J. A., Kessler, E. A., & Shenoi, S. (2022) · Springer eBooks · doi:10.1007/978-3-031-00936-5_20 · Cited by 1 · see citing works
Sawitri, I. A. A. D., Januraga, P. P., & Nopiyani, N. M. S. (2020) · Public Health and Preventive Medicine Archive · doi:10.15562/phpma.v8i1.235
Consult Management at the VA Palo Alto Health Care System
Poblete, C. (2017) · doi:10.31979/etd.b6jp-6sdg
Patel, V. (2022) · Springer eBooks · doi:10.1007/978-3-031-00936-5_4
Sawitri, I. A. A. D., Januraga, P. P., & Nopiyani, N. M. S. (2022) · Public Health and Preventive Medicine Archive · doi:10.53638/phpma.2020.v8.i1.p06
Harris, Y., Goldwater, J. C., Swain, M. J., Royston, A., Weidner, H., Bekui, S., Halvensleben, T., Leary, J., Lyles, J., Ouimet, O., et al. (2024) · doi:10.2196/preprints.59907
Stingl, C. S., Jarral, R., Wang, Y., Shah, N. R., Kaplan, R. M., Rebitzer, R. S., Woo, V. G. H., Peters, S., Platchek, T. S., & Milstein, A. S. (2026) · Diagnosis · doi:10.1515/dx-2026-0074
Aznar, A., Hernández-Díaz, M., Ferraz‐Amaro, I., Flores-Rodríguez, M., Viotti, J. M., Hernández-Hernández, V., Delgado-Frías, E., García-Dorta, A., Baute, J. J. B., Sánchez‐Pérez, H., et al. (2026) · International Journal of Health Policy and Management · doi:10.34172/ijhpm.9735
Diagnostic yield and outcomes of hand surgery referrals to rheumatology
Seltzer, R. A., Kavarana, S., Jamal, N., Locascio, L. M., Mead, R., Byram, K., & Maslow, J. (2026) · Bulletin of the Hospital for Joint Diseases/Bulletin of the Hospital for Joint Disease · doi:10.1097/bh9.0000000000000057
Carpintero, M. F., & Ladino, M. A. (2026) · JCR Journal of Clinical Rheumatology · doi:10.1097/rhu.0000000000002412
- Authors
- Scheibe, M. M., Imboden, J. B., Schmajuk, G., Margaretten, M., Graf, J. D., Chen, A. H., Yelin, E. H., & Yazdany, J.
- Affiliations
- University of Minnesota (US)
- University of California, San Francisco (US)
- San Francisco VA Medical Center (US)
- Venue
- Arthritis Care & Research
- Publisher
- Wiley
- Published
- 2015-07-26
- Volume
- 67
- Issue
- 8
- Pages
- 1158-1163
- ISSN
- 0893-7524 (ISSN-L)
- 2151-464X
- 2151-4658
- PMC
- PMC4515392
- OpenAlex
- W1737639124
- Cited by
- 38
- References
- 11
- Citations by year
- 2026: 4 · 2025: 1 · 2024: 1 · 2022: 4 · 2021: 5 · 2020: 5 · 2019: 5 · 2018: 4 · 2017: 4 · 2016: 3 · 2015: 2
- FWCI
- 9.53
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Arthritis Care & Research (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Rheumatology Research Foundation
- National Institute of Arthritis and Musculoskeletal and Skin Diseases (K23 AR060259, P60 AR053308)
- Rosalind Russell Medical Research Center for Arthritis at the University of California, San Francisco
- Topics
- Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Healthcare Systems and Technology
- Health Sciences › Health Professions › Health Information Management › Electronic Health Records Systems
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Keywords
- electronic referral system, rheumatology consultation, health information technology, safety-net health system, referral triage, referral appropriateness
- MeSH terms
- Female, Humans, Male, Medical Informatics, Middle Aged, Outcome and Process Assessment, Health Care, Referral and Consultation, Rheumatic Diseases, Rheumatology
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