Discretionary Decision Making By Primary Care Physicians And The Cost Of U.S. Health Care
Open accessAbstract
Efforts to improve the quality and costs of U.S. health care have focused largely on fostering physician adherence to evidence-based guidelines, ignoring the role of clinical judgment in more discretionary settings. We surveyed primary care physicians to assess variability in discretionary decision making and evaluate its relationship to the cost of health care. Physicians in high-spending regions see patients back more frequently and are more likely to recommend screening tests of unproven benefit and discretionary interventions compared with physicians in low-spending regions; however, both appear equally likely to recommend guideline-supported interventions. Greater attention should be paid to the local factors that influence physicians' clinical judgment in discretionary settings.
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?
Physician behavior has been shown to contribute to regional differences in healthcare spending.
“because physician behavior has been shown to be a factor in variations in regional healthcare spending.”
From Social Media and Clinical Care: Ethical, Professional, and Social Implications (2013) · cites this paper as [76]
Regional differences in medical treatment have been shown, and both patients and doctors are not always aware of current best practices.
“Regional variations in medical treatment have been demonstrated, 75,76 with both patients and physicians not always aware of the current best practices.”
From Social Media and Clinical Care: Ethical, Professional, and Social Implications (2013) · cites this paper as [76]
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
The quality of health care delivered to adults in the United States
McGlynn, E. A., Asch, S. M., Adams, J., Keesey, J., Hicks, J., DeCristofaro, A., & Kerr, E. A. (2003) · New England Journal of Medicine · doi:10.1056/nejmsa022615 · Cited by 5,079 · see citing works
Gibbons, R. J., Abrams, J., Chatterjee, K., Daley, J., DEEDWANIA, P. C., Douglas, J. S., Ferguson, T. B., Fihn, S. D., Fraker, T. D., Gardin, J. M., et al. (2002) · Journal of the American College of Cardiology · doi:10.1016/s0735-1097(02)02848-6 · Cited by 1,688 · see citing works
Fisher, E. S., Wennberg, D. E., Stukel, T. A., Gottlieb, D. J., Lucas, F. L., & Pinder, É. L. (2003) · Annals of Internal Medicine · doi:10.7326/0003-4819-138-4-200302180-00006 · Cited by 1,537 · see citing works
Self-citationFisher, E. S., Wennberg, D. E., Stukel, T. A., Gottlieb, D. J., Lucas, F. L., & Pinder, É. L. (2003) · Annals of Internal Medicine · doi:10.7326/0003-4819-138-4-200302180-00007 · Cited by 1,341 · see citing works
Self-citationPeabody, J. W., Luck, J., Glassman, P., Dresselhaus, T., & Lee, M. (2000) · Journal of the American Medical Association (JAMA) · doi:10.1001/jama.283.13.1715 · Cited by 1,311 · see citing works
Disease and disadvantage in the United States and in England
Banks, J., Marmot, M., Oldfield, Z., & Smith, J. P. (2006) · JAMA · doi:10.1001/jama.295.17.2037 · Cited by 807 · see citing works
Peabody, J., Luck, J., Glassman, P., Jain, S., Hansen, J., Spell, M., & Lee, M. L. (2004) · Annals of Internal Medicine · doi:10.7326/0003-4819-141-10-200411160-00008 · Cited by 773 · see citing works
American Cancer Society Guidelines for the Early Detection of Cancer, 2006
Smith, R. A., Cokkinides, V. E., & Eyre, H. J. (2006) · CA A Cancer Journal for Clinicians · doi:10.3322/canjclin.56.1.11 · Cited by 637 · see citing works
Geography And The Debate Over Medicare Reform
Wennberg, J. E., Fisher, E. S., & Skinner, J. (2002) · Health Affairs · doi:10.1377/hlthaff.w2.96 · Cited by 593 · see citing works
Self-citationInfluence of Patient Preferences and Local Health System Characteristics on the Place of Death
Pritchard, R. S., Fisher, E. S., Teno, J. M., Sharp, S. M., Reding, D. J., Knaus, W. A., Wennberg, J. E., Lynn, J., & SUPPORT Investigators (1998) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.1998.tb04540.x · Cited by 396 · see citing works
Self-citationAnnual Summary of Vital Statistics: 2004
Hoyert, D. L., Mathews, T. J., Menacker, F., Strobino, D. M., & Guyer, B. (2006) · PEDIATRICS · doi:10.1542/peds.2005-2587 · Cited by 318 · see citing works
Wennberg, J. E., Fisher, E. S., Stukel, T. A., Skinner, J., Sharp, S. M., & Bronner, K. K. (2004) · BMJ · doi:10.1136/bmj.328.7440.607 · Cited by 290 · see citing works
Self-citationIs Technological Change In Medicine Always Worth It? The Case Of Acute Myocardial Infarction
Skinner, J., Staiger, D. O., & Fisher, E. S. (2006) · Health Affairs · doi:10.1377/hlthaff.25.w34 · Cited by 185 · see citing works
Self-citationNational Health Spending In 2006: A Year Of Change For Prescription Drugs
Catlin, A., Cowan, C. A., Hartman, M., & Heffler, S. (2008) · Health Affairs · doi:10.1377/hlthaff.27.1.14 · Cited by 167 · see citing works
Variations In The Longitudinal Efficiency Of Academic Medical Centers
Fisher, E. S., Wennberg, D. E., Stukel, T. A., & Gottlieb, D. J. (2004) · Health Affairs · doi:10.1377/hlthaff.var.19 · Cited by 143 · see citing works
Self-citationAn evaluation of vignettes for predicting variation in the quality of preventive care
Dresselhaus, T. R., Peabody, J. W., Luck, J., & Bertenthal, D. (2004) · Journal of General Internal Medicine · doi:10.1007/s11606-004-0003-2 · Cited by 113 · see citing works
Regional Variations in Health Care Intensity and Physician Perceptions of Quality of Care
Sirovich, B., Gottlieb, D. J., Welch, H. G., & Fisher, E. S. (2006) · Annals of Internal Medicine · doi:10.7326/0003-4819-144-9-200605020-00007 · Cited by 108 · see citing works
Self-citationRosenthal, M. P. (1994) · JAMA: The Journal of the American Medical Association · doi:10.1001/jama.1994.03510360040033 · Cited by 102 · see citing works
Kiker, B. F., & Zeh, M. C. (1998) · Journal of Health and Social Behavior · doi:10.2307/2676397 · Cited by 101 · see citing works
Defensive medicine and obstetrics.
Baldwin, L., Hart, L. G., Lloyd, M., Fordyce, M. A., & Rosenblatt, R. A. (1995) · PubMed · Cited by 93 · see citing works
Elmore, J. G., Taplin, S. H., Barlow, W. E., Cutter, G., D’Orsi, C. J., Hendrick, R. E., Abraham, L., Fosse, J. S., & Carney, P. A. (2005) · Radiology · doi:10.1148/radiol.2361040512 · Cited by 84 · see citing works
Measuring and Predicting Surgeons??? Practice Styles for Breast Cancer Treatment in Older Women
Mandelblatt, J. S., Berg, C. D., Meropol, N. J., Edge, S. B., Gold, K. F., Hwang, Y.-T., & Hadley, J. (2001) · Medical Care · doi:10.1097/00005650-200103000-00004 · Cited by 80 · see citing works
Physician Practice Style and Rates of Hospitalization for Chronic Medical Conditions
Komaromy, M. S., Lurie, N., Osmond, D. H., VRANIZAN, K. M., Keane, D. M., & Bindman, A. B. (1996) · Medical Care · doi:10.1097/00005650-199606000-00009 · Cited by 72 · see citing works
Are referrals by general practitioners influenced by the availability of consultants?
Roland, M. O., & Morris, R. W. (1988) · BMJ · doi:10.1136/bmj.297.6648.599 · Cited by 69 · see citing works
Variation in the Tendency of Primary Care Physicians to Intervene
Sirovich, B., Gottlieb, D. J., Welch, H. G., & Fisher, E. S. (2005) · Archives of Internal Medicine · doi:10.1001/archinte.165.19.2252 · Cited by 63 · see citing works
Self-citationThe relationship between features of residency training and ABIM certifying examination performance
Norcini, J. J., Grosso, L. J., Shea, J. A., & Webster, G. D. (1987) · Journal of General Internal Medicine · doi:10.1007/bf02596169 · Cited by 59 · see citing works
Referral of Children to Specialists in the United States and the United Kingdom
Forrest, C. B., Majeed, A., Weiner, J. P., Carroll, K., & Bindman, A. B. (2003) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/archpedi.157.3.279 · Cited by 54 · see citing works
Norcini, J. J., LIPNER, R. S., BENSON, J. A., & WEBSTER, G. D. (1985) · Annals of Internal Medicine · doi:10.7326/0003-4819-102-3-385 · Cited by 53 · see citing works
Snow, V. T., Barry, P. P., Fihn, S. D., Gibbons, R. J., Owens, D. K., Williams, S. V., Weiss, K. B., Mottur-Pilson, C., & Panel*, A. T. A. C. S. A. (2004) · Annals of Internal Medicine · doi:10.7326/0003-4819-141-1-200407060-00015 · Cited by 52 · see citing works
Testing for Physician-induced Demand With Hypothetical Cases
Hemenway, D., & Fallon, D. (1985) · Medical Care · doi:10.1097/00005650-198504000-00006 · Cited by 48 · see citing works
Wennberg, D. E., Dickens, J. D., Ab, Biener, L., Fowler, F. J., Soule, D. N., Ab, & Keller, R. B. (1997) · Journal of General Internal Medicine · doi:10.1007/s11606-006-5025-5 · Cited by 46 · see citing works
Self-citationTrends in state health care expenditures and funding: 1980-1998.
Martin, A. B., Whittle, L. S., & Levit, K. R. (2001) · PubMed · Cited by 25 · see citing works
International mortality rates and life expectancy: selected countries.
Weiss, J. E., & Mushinski, M. H. (1999) · PubMed · Cited by 18 · see citing works
Koeck, C. M., Hemenway, D., Donelan, K., & Lipsitz, S. R. (1998) · PubMed · Cited by 8 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [16]Wennberg JE, Cooper MM, editors. The Dartmouth Atlas of Health Care in Michigan. Detroit: Blue Cross/Blue Shield of Michigan; 2000. [Google Scholar]; Wennberg JE, Cooper MM, editors. The Dartmouth Atlas of Health Care in Pennsylvania. Chicago: American Hospital Publishing; 1998. [PubMed] [Google Scholar]
- [18]Sirovich, et al. Variation in the Tendency [Google Scholar]; Potter F, et al. Survey Methodology Report. Washington: Center for Studying Health System Change; 2001. Community Tracking Study Physician Survey, Round 2. [Google Scholar]
Cited by
Sorted by citations
Evidence for overuse of medical services around the world
Brownlee, S., Chalkidou, K., Doust, J. A., Elshaug, A. G., Glasziou, P., Heath, I., Nagpal, S., Saini, V., Srivastava, D., Chalmers, K., et al. (2017) · The Lancet · doi:10.1016/s0140-6736(16)32585-5 · Cited by 1,154 · see citing works
Fenton, J. J. (2012) · Archives of Internal Medicine · doi:10.1001/archinternmed.2011.1662 · Cited by 912 · see citing works
ACCF/ASE/AHA/ASNC/HFSA/HRS/SCAI/SCCM/SCCT/SCMR 2011 Appropriate Use Criteria for Echocardiography
Douglas, P. S., Garcia, M. J., Haines, D. E., Lai, W. W., Manning, W. J., Patel, A. R., Picard, M. H., Polk, D. M., Ragosta, M., Ward, R. P., et al. (2011) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2010.11.002 · Cited by 676 · see citing works
Schnipper, L. E., Smith, T. J., Raghavan, D., Blayney, D. W., Ganz, P. A., Mulvey, T. M., & Wollins, D. S. (2012) · Journal of Clinical Oncology · doi:10.1200/jco.2012.42.8375 · Cited by 650 · see citing works
ACCF/ASE/AHA/ASNC/HFSA/HRS/SCAI/SCCM/SCCT/SCMR 2011 Appropriate Use Criteria for Echocardiography
Douglas, P. S., Garcia, M. J., Haines, D. E., Lai, W. W., Manning, W. J., Patel, A. R., Picard, M. H., Polk, D. M., Ragosta, M., Ward, R. P., et al. (2011) · Journal of the American Society of Echocardiography · doi:10.1016/j.echo.2010.12.008 · Cited by 515 · see citing works
Regional Variations in Diagnostic Practices
Song, X., Skinner, J., Bynum, J., Sutherland, J. M., Wennberg, J. E., & Fisher, E. S. (2010) · New England Journal of Medicine · doi:10.1056/nejmsa0910881 · Cited by 440 · see citing works
Self-citationSlowing the Growth of Health Care Costs — Lessons from Regional Variation
Fisher, E. S., Bynum, J., & Skinner, J. (2009) · New England Journal of Medicine · doi:10.1056/nejmp0809794 · Cited by 387 · see citing works
Self-citationStarfield, B. H. (2012) · Gaceta Sanitaria · doi:10.1016/j.gaceta.2011.10.009 · Cited by 355 · see citing works
Social Media and Clinical Care: Ethical, Professional, and Social Implications
Chretien, K. C., & Kind, T. (2013) · Circulation · doi:10.1161/circulationaha.112.128017 · Cited by 355 · see citing works
Physician Beliefs and Patient Preferences: A New Look at Regional Variation in Health Care Spending
Cutler, D., Skinner, J., Stern, A. D., & Wennberg, D. E. (2019) · American Economic Journal Economic Policy · doi:10.1257/pol.20150421 · Cited by 320 · see citing works
Self-citationPrimary Care: A Critical Review Of The Evidence On Quality And Costs Of Health Care
Friedberg, M. W., Hussey, P. S., & Schneider, E. C. (2010) · Health Affairs · doi:10.1377/hlthaff.2010.0025 · Cited by 309 · see citing works
Medicine's Ethical Responsibility for Health Care Reform — The Top Five List
Brody, H. A. (2009) · New England Journal of Medicine · doi:10.1056/nejmp0911423 · Cited by 295 · see citing works
Grady, D. G. (2010) · Archives of Internal Medicine · doi:10.1001/archinternmed.2010.90 · Cited by 229 · see citing works
Physician Patient-sharing Networks and the Cost and Intensity of Care in US Hospitals
Barnett, M. L., Christakis, N. A., O’Malley, A. J., Onnela, J.-P. “., Keating, N. L., & Landon, B. E. (2012) · Medical Care · doi:10.1097/mlr.0b013e31822dcef7 · Cited by 194 · see citing works
Who Ordered That? The Economics of Treatment Choices in Medical Care
Chandra, A., Cutler, D., & Song, Z. (2011) · Handbook of health economics · doi:10.1016/b978-0-444-53592-4.00006-2 · Cited by 188 · see citing works
Use of Radioactive Iodine for Thyroid Cancer
Haymart, M. R. (2011) · JAMA · doi:10.1001/jama.2011.1139 · Cited by 187 · see citing works
Skinner, J. (2011) · Handbook of health economics · doi:10.1016/b978-0-444-53592-4.00002-5 · Cited by 168 · see citing works
Physician Cost Profiling — Reliability and Risk of Misclassification
Adams, J., Mehrotra, A., Thomas, J. W., & McGlynn, E. A. (2010) · New England Journal of Medicine · doi:10.1056/nejmsa0906323 · Cited by 165 · see citing works
The Association Between Residency Training and Internists’ Ability to Practice Conservatively
Sirovich, B., Lipner, R. S., Johnston, M. M., & Holmboe, E. S. (2014) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2014.3337 · Cited by 158 · see citing works
Self-citationMishra, A. N., Anderson, C. L., Angst, C. M., & Agarwal, R. (2012) · Information Systems Research · doi:10.1287/isre.1110.0407 · Cited by 149 · see citing works
Getting Past Denial — The High Cost of Health Care in the United States
Sutherland, J. M., Fisher, E. S., & Skinner, J. (2009) · New England Journal of Medicine · doi:10.1056/nejmp0907172 · Cited by 143 · see citing works
Self-citationPhysician Professionalism and Changes in Physician-Industry Relationships From 2004 to 2009
Campbell, E. G., Rao, S. R., DesRoches, C. M., Iezzoni, L. I., Vogeli, C., Bolcic‐Jankovic, D., & Miralles, P. D. (2010) · Archives of Internal Medicine · doi:10.1001/archinternmed.2010.383 · Cited by 142 · see citing works
Evidence-Based Practice in the Surgical Treatment of Thumb Carpometacarpal Joint Arthritis
Yuan, F., Aliu, O., Chung, K. C., & Mahmoudi, E. (2017) · The Journal Of Hand Surgery · doi:10.1016/j.jhsa.2016.11.029 · Cited by 142 · see citing works
O’Hare, A. M. (2010) · JAMA · doi:10.1001/jama.2010.924 · Cited by 124 · see citing works
Horizontal and Vertical Integration of Physicians: A Tale of Two Tails
Burns, L. R., Goldsmith, J., & Sen, A. P. (2013) · Advances in health care management · doi:10.1108/s1474-8231(2013)0000015009 · Cited by 123 · see citing works
Boyer, C. A., & Lutfey, K. (2010) · Journal of Health and Social Behavior · doi:10.1177/0022146510383489 · Cited by 119 · see citing works
Cooke, F. L., & Bartram, T. (2015) · Human Resource Management · doi:10.1002/hrm.21742 · Cited by 104 · see citing works
Returns to physician human capital: Evidence from patients randomized to physician teams
Doyle, J. J., Ewer, S. M., & Wagner, T. H. (2010) · Journal of Health Economics · doi:10.1016/j.jhealeco.2010.08.004 · Cited by 103 · see citing works
Delivery System Integration and Health Care Spending and Quality for Medicare Beneficiaries
McWilliams, J. M., Chernew, M. E., Zaslavsky, A. M., Hamed, P., & Landon, B. E. (2013) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2013.6886 · Cited by 102 · see citing works
National Evidence on the Use of Shared Decision Making in Prostate-Specific Antigen Screening
Han, P. K. J., Kobrin, S. C., Breen, N., Joseph, D., Li, J., Frosch, D. L., & Klabunde, C. N. (2013) · The Annals of Family Medicine · doi:10.1370/afm.1539 · Cited by 95 · see citing works
Sargen, M. R., Hoffstad, O., & Margolis, D. J. (2013) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2012.09.003 · Cited by 93 · see citing works
Variation in Cardiologists’ Propensity to Test and Treat
Lucas, F. L., Sirovich, B., Gallagher, P. M., Siewers, A. E., & Wennberg, D. E. (2010) · Circulation Cardiovascular Quality and Outcomes · doi:10.1161/circoutcomes.108.840009 · Cited by 94 · see citing works
Self-citationPoliti, M. C., Wolin, K. Y., & Légaré, F. (2013) · Journal of General Internal Medicine · doi:10.1007/s11606-012-2321-0 · Cited by 92 · see citing works
Do Physicians Possess Market Power?
Dunn, A. C., & Shapiro, A. H. (2014) · The Journal of Law and Economics · doi:10.1086/674407 · Cited by 90 · see citing works
Inconvenient truths about supplier induced demand and unwarranted variation in medical practice
Mulley, A. G. (2009) · BMJ · doi:10.1136/bmj.b4073 · Cited by 88 · see citing works
Comparison of Low-Value Care in Medicaid vs Commercially Insured Populations
Charlesworth, C. J., Meath, T. H. A., Schwartz, A. L., & McConnell, K. J. (2016) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2016.2086 · Cited by 87 · see citing works
Wide variation and rising utilization of stroke magnetic resonance imaging: Data from 11 States
Burke, J. F., Kerber, K. A., Iwashyna, T. J., & Morgenstern, L. B. (2011) · Annals of Neurology · doi:10.1002/ana.22698 · Cited by 83 · see citing works
Mohan, D., Farris, C. A., Fischhoff, B., Rosengart, M. R., Angus, D. C., Yealy, D. M., Wallace, D. J., & Barnato, A. E. (2017) · BMJ · doi:10.1136/bmj.j5416 · Cited by 84 · see citing works
The Pragmatist's Guide to Comparative Effectiveness Research
Chandra, A., Jena, A. B., & Skinner, J. (2011) · The Journal of Economic Perspectives · doi:10.1257/jep.25.2.27 · Cited by 79 · see citing works
Smith, G. A., Dagostino, P., Maltenfort, M., Dumont, A. S., & Ratliff, J. K. (2011) · Journal of neurosurgery · doi:10.3171/2011.1.jns101528 · Cited by 78 · see citing works
Weeks, W. B., Ventelou, B., & Paraponaris, A. (2015) · The European Journal of Health Economics · doi:10.1007/s10198-015-0692-y · Cited by 77 · see citing works
Physical Therapists’ Management of Patients in the Acute Care Setting: An Observational Study
Jette, D. U., Brown, R. J., Collette, N., Friant, W., & Graves, L. (2009) · Physical Therapy · doi:10.2522/ptj.20080338 · Cited by 75 · see citing works
Episode-Based Performance Measurement And Payment: Making It A Reality
Hussey, P. S., Sorbero, M. E. S., Mehrotra, A., Liu, H., & Damberg, C. L. (2009) · Health Affairs · doi:10.1377/hlthaff.28.5.1406 · Cited by 70 · see citing works
Physician Beliefs and Patient Preferences: A New Look at Regional Variation in Health Care Spending
Cutler, D., Skinner, J., Stern, A. D., & Wennberg, D. E. (2013) · National Bureau of Economic Research · doi:10.3386/w19320 · Cited by 70 · see citing works
Self-citationSkinner, J., Staiger, D. O., & Fisher, E. S. (2010) · New England Journal of Medicine · doi:10.1056/nejmp1000448 · Cited by 68 · see citing works
Self-citationHealthy Business? Managerial Education and Management in Health Care
Bloom, N., Lemos, R., Sadun, R., & Reenen, J. M. V. (2019) · The Review of Economics and Statistics · doi:10.1162/rest_a_00847 · Cited by 68 · see citing works
The Elusive Connection Between Health Care Spending And Quality
Skinner, J., Chandra, A., Goodman, D. C., & Fisher, E. S. (2008) · Health Affairs · doi:10.1377/hlthaff.28.1.w119 · Cited by 65 · see citing works
Self-citationDeterminants of Treatment Intensity for Patients with Serious Illness: A New Conceptual Framework
Kelley, A. S., Morrison, R. S., Wenger, N. S., Ettner, S. L., & Sarkisian, C. A. (2010) · Journal of Palliative Medicine · doi:10.1089/jpm.2010.0007 · Cited by 61 · see citing works
A Nationwide Analysis of Cost Variation for Autologous Free Flap Breast Reconstruction
Billig, J. I., Lu, Y., Momoh, A. O., & Chung, K. C. (2017) · JAMA Surgery · doi:10.1001/jamasurg.2017.2339 · Cited by 61 · see citing works
Immigrant health, place effect and regional disparities in Canada
Wang, L., & Hu, W. (2013) · Social Science & Medicine · doi:10.1016/j.socscimed.2013.08.040 · Cited by 59 · see citing works
Lilley, E. J., Williams, K. J., Schneider, E. B., Hammouda, K., Salim, A., Haider, A. H., & Cooper, Z. R. (2016) · The Journal of Trauma: Injury, Infection, and Critical Care · doi:10.1097/ta.0000000000001028 · Cited by 55 · see citing works
Song, Z., Sequist, T. D., & Barnett, M. L. (2014) · JAMA · doi:10.1001/jama.2014.7878 · Cited by 51 · see citing works
States With More Health Care Spending Have Better-Quality Health Care: Lessons About Medicare
Cooper, R. A. (2008) · Health Affairs · doi:10.1377/hlthaff.28.1.w103 · Cited by 51 · see citing works
Hunderfund, A. N. L., Dyrbye, L. N., Starr, S. R., Mandrekar, J. N., Naessens, J. M., Tilburt, J. C., George, P., Baxley, E. G., Gonzalo, J. D., Moriates, C. P., et al. (2016) · Academic Medicine · doi:10.1097/acm.0000000000001223 · Cited by 50 · see citing works
Medical Spending and the Health of the Elderly
Hadley, J., Waidmann, T., Zuckerman, S., & Berenson, R. A. (2011) · Health Services Research · doi:10.1111/j.1475-6773.2011.01276.x · Cited by 48 · see citing works
Validating a Vignette-Based Instrument to Study Physician Decision Making in Trauma Triage
Mohan, D., Fischhoff, B., Farris, C. A., Switzer, G. E., Rosengart, M. R., Yealy, D. M., Saul, M. I., Angus, D. C., & Barnato, A. E. (2013) · Medical Decision Making · doi:10.1177/0272989x13508007 · Cited by 48 · see citing works
Patient Sharing and Quality of Care
Pollack, C. E., Lemke, K., Roberts, E. T., & Weiner, J. P. (2015) · Medical Care · doi:10.1097/mlr.0000000000000319 · Cited by 48 · see citing works
Medication overuse in oncology: current trends and future implications for patients and society
Schleicher, S. M., Bach, P. B., Matsoukas, K., & Korenstein, D. R. (2018) · The Lancet Oncology · doi:10.1016/s1470-2045(18)30099-8 · Cited by 48 · see citing works
Physician Practice Pattern Variations in Common Clinical Scenarios Within 5 US Metropolitan Areas
Song, Z., Kannan, S., Gambrel, R. J., Marino, M., Vaduganathan, M., Clapp, M. A., Seiglie, J. A., Bloom, P. P., Malik, A. N., & Resnick, M. J. (2022) · JAMA Health Forum · doi:10.1001/jamahealthforum.2021.4698 · Cited by 47 · see citing works
Factors Contributing To Geographic Variation In End-Of-Life Expenditures For Cancer Patients
Keating, N. L., Huskamp, H. A., Kouri, E. M., Schrag, D., Hornbrook, M. C., Haggstrom, D. A., & Landrum, M. B. (2018) · Health Affairs · doi:10.1377/hlthaff.2018.0015 · Cited by 47 · see citing works
Córdoba, G., Siersma, V., López‐Valcárcel, B. G., Bjerrum, L., Llor, C., Aabenhus, R. M., & Mākelä, M. (2015) · BMC Family Practice · doi:10.1186/s12875-015-0224-y · Cited by 45 · see citing works
White, H. L., Matheson, F. I., Moineddin, R., Dunn, J. R., & Glazier, R. H. (2010) · Health & Place · doi:10.1016/j.healthplace.2010.11.016 · Cited by 44 · see citing works
Stone, D. A. (2011) · Journal of Health Politics Policy and Law · doi:10.1215/03616878-1407676 · Cited by 42 · see citing works
Bynum, J., Song, X., & Fisher, E. S. (2010) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2010.02761.x · Cited by 41 · see citing works
Self-citationPhysicians’ Beliefs About Breast Cancer Surveillance Testing are Consistent With Test Overuse
Han, P. K. J., Klabunde, C. N., Noone, A., Earle, C. C., Ayanian, J. Z., Ganz, P. A., Virgo, K. S., & Potosky, A. L. (2012) · Medical Care · doi:10.1097/mlr.0b013e31827da908 · Cited by 42 · see citing works
The geography of antidepressant, antipsychotic, and stimulant utilization in the United States
King, M. D., & Essick, C. J. (2013) · Health & Place · doi:10.1016/j.healthplace.2012.11.007 · Cited by 40 · see citing works
High-Cost Imaging in Elderly Patients with Stage IV Cancer
Hu, Y., Kwok, A. C., Jiang, W., Taback, N., Loggers, E. T., Ting, G. V., Lipsitz, S. R., Weeks, J. C., & Greenberg, C. C. (2012) · JNCI Journal of the National Cancer Institute · doi:10.1093/jnci/djs286 · Cited by 40 · see citing works
The Role of Training Environment Care Intensity in US Physician Cost Consciousness
Ryskina, K. L., Halpern, S. D., Minyanou, N. S., Goold, S. D., & Tilburt, J. C. (2015) · Mayo Clinic Proceedings · doi:10.1016/j.mayocp.2014.12.005 · Cited by 38 · see citing works
Billig, J. I., Nasser, J. S., & Chung, K. C. (2020) · The Journal Of Hand Surgery · doi:10.1016/j.jhsa.2019.11.002 · Cited by 38 · see citing works
Makarov, D. V., Loeb, S., Landman, A., Nielsen, M. E., Gross, C. P., LESLIE, D. L., Penson, D. F., & Desai, R. A. (2010) · The Journal of Urology · doi:10.1016/j.juro.2009.12.014 · Cited by 38 · see citing works
Variation in Use of Dual-Chamber Implantable Cardioverter-Defibrillators
Peterson, P. N. (2012) · Archives of Internal Medicine · doi:10.1001/archinternmed.2012.394 · Cited by 37 · see citing works
Extended Office Hours and Health Care Expenditures: A National Study
Jerant, A. F., Bertakis, K. D., Fenton, J. J., & Franks, P. J. (2012) · The Annals of Family Medicine · doi:10.1370/afm.1382 · Cited by 34 · see citing works
Wennberg, D. E., Sharp, S. M., Bevan, G., Skinner, J., Gottlieb, D. J., & Wennberg, J. E. (2014) · BMJ · doi:10.1136/bmj.g2392 · Cited by 33 · see citing works
Self-citationEvidence base and practice variation in acute care processes for knee and hip arthroplasty surgeries
Mayer, M., Naylor, J., Harris, I. A., Badge, H., Adie, S., Mills, K. A. G., & Descallar, J. (2017) · PLoS ONE · doi:10.1371/journal.pone.0180090 · Cited by 33 · see citing works
Variation in Inpatient Consultation Among Older Adults in the United States
Stevens, J. P., Nyweide, D. J., Maresh, S., Zaslavsky, A. M., Shrank, W. H., MD, M. D. H., & Landon, B. E. (2015) · Journal of General Internal Medicine · doi:10.1007/s11606-015-3216-7 · Cited by 33 · see citing works
U.S. Internal Medicine Residents’ Knowledge and Practice of High-Value Care
Ryskina, K. L., Smith, C. D., Weissman, A., Post, J. A., Dine, C. J., Bollmann, K., & Korenstein, D. R. (2015) · Academic Medicine · doi:10.1097/acm.0000000000000791 · Cited by 32 · see citing works
Sullivan, D. R., Teno, J. M., & Reinke, L. F. (2021) · Journal of Palliative Medicine · doi:10.1089/jpm.2021.0246 · Cited by 32 · see citing works
Kini, V., Breathett, K. K., Groeneveld, P. W., Ho, P. M., Nallamothu, B. K., Peterson, P. N., Rush, P., Wang, T. Y., Zeitler, E. P., & Borden, W. B. (2022) · Circulation Cardiovascular Quality and Outcomes · doi:10.1161/hcq.0000000000000105 · Cited by 35 · see citing works
Orangio, G. R. (2017) · Surgical Oncology Clinics of North America · doi:10.1016/j.soc.2017.11.007 · Cited by 31 · see citing works
Regional variations in cost of trauma care in the United States
Obirieze, A. C., Gaskin, D. J., Villegas, C. V., Bowman, S. M., Schneider, E. B., Oyetunji, T. A., Haut, E. R., Efron, D. T., Cornwell, E. E., & Haider, A. H. (2012) · The Journal of Trauma: Injury, Infection, and Critical Care · doi:10.1097/ta.0b013e31825132a0 · Cited by 30 · see citing works
Does seeing the doctor more often keep you out of the hospital?
Kaestner, R. J., & Sasso, A. T. L. (2014) · Journal of Health Economics · doi:10.1016/j.jhealeco.2014.08.003 · Cited by 30 · see citing works
Variation in Receipt of Radiation Therapy After Breast-conserving Surgery
Feinstein, A. J., Soulos, P. R., Long, J. B., Herrin, J. S., Roberts, K. B., Yu, J. B., & Gross, C. P. (2012) · Medical Care · doi:10.1097/mlr.0b013e31827631b0 · Cited by 29 · see citing works
Influence of Surgeon and Hospital Volume on Radical Prostatectomy Costs
Williams, S. B., Amarasekera, C. A., Gu, X., Lipsitz, S. R., Nguyen, P. L., Hevelone, N. D., Kowalczyk, K. J., & Hu, J. C. (2012) · The Journal of Urology · doi:10.1016/j.juro.2012.08.012 · Cited by 29 · see citing works
Factors associated with access to rheumatologists for Medicare patients
Schmajuk, G., Tonner, C., & Yazdany, J. (2015) · Seminars in Arthritis and Rheumatism · doi:10.1016/j.semarthrit.2015.07.007 · Cited by 30 · see citing works
So, C., Kirby, K. A., Mehta, K. M., Hoffman, R. M., Powell, A. A., Freedland, S. J., Sirovich, B., Yano, E. M., & Walter, L. C. (2011) · Journal of General Internal Medicine · doi:10.1007/s11606-011-1945-9 · Cited by 29 · see citing works
Self-citationRegional Differences in Early Stage Bladder Cancer Care and Outcomes
Skolarus, T. A., Ye, Z., Zhang, S. X., & Hollenbeck, B. K. (2010) · Urology · doi:10.1016/j.urology.2009.12.079 · Cited by 29 · see citing works
State Variation in Health Care Spending and the Politics of State Medicaid Policy
Lukens, G. (2014) · Journal of Health Politics Policy and Law · doi:10.1215/03616878-2822634 · Cited by 28 · see citing works
van der Werf, E. T., Duncan, L., von Flotow, P., & Baars, E. W. (2018) · BMJ Open · doi:10.1136/bmjopen-2017-020488 · Cited by 28 · see citing works
Controlling Health Costs: Physician Responses to Patient Expectations for Medical Care
Sabbatini, A. K., Tilburt, J. C., Campbell, E. G., Sheeler, R. D., Egginton, J. S., & Goold, S. D. (2014) · Journal of General Internal Medicine · doi:10.1007/s11606-014-2898-6 · Cited by 28 · see citing works
Association Between Physician Supply, Local Practice Norms, and Outpatient Visit Rates
Yasaitis, L. C., Bynum, J., & Skinner, J. (2013) · Medical Care · doi:10.1097/mlr.0b013e3182928f67 · Cited by 28 · see citing works
A Measure of Care Coordination?
Bynum, J., & Ross, J. S. (2012) · Journal of General Internal Medicine · doi:10.1007/s11606-012-2269-0 · Cited by 28 · see citing works
Physician Market Power and Medical-Care ExpendituresPreprint
Dunn, A. C., & Shapiro, A. H. (2013) · RePEc: Research Papers in Economics · Cited by 27 · see citing works
Invasive procedures in the elderly after stage IV cancer diagnosis
Kwok, A. C., Hu, Y., Dodgion, C. M., Jiang, W., Ting, G. V., Taback, N., Lipsitz, S. R., Weeks, J. C., & Greenberg, C. C. (2014) · Journal of Surgical Research · doi:10.1016/j.jss.2014.08.021 · Cited by 26 · see citing works
Wan, S., & Jubelirer, S. J. (2014) · Breast Cancer Research and Treatment · doi:10.1007/s10549-014-3220-3 · Cited by 26 · see citing works
Why Don’t People Trust Experts?
Hilger, N. (2016) · The Journal of Law and Economics · doi:10.1086/687076 · Cited by 26 · see citing works
The Pragmatist's Guide to Comparative Effectiveness Research
Chandra, A., Jena, A. B., & Skinner, J. (2011) · National Bureau of Economic Research · doi:10.3386/w16990 · Cited by 26 · see citing works
Cost-effectiveness of transcarotid artery revascularization versus carotid endarterectomy
Cui, C. L., Ramakrishnan, G., Murphy, J. D., & Malas, M. B. (2021) · Journal of Vascular Surgery · doi:10.1016/j.jvs.2021.05.051 · Cited by 25 · see citing works
Public Reporting of Cost and Quality Information in Orthopaedics
Marjoua, Y., Butler, C. A., & Bozic, K. J. (2011) · Clinical Orthopaedics and Related Research · doi:10.1007/s11999-011-2077-6 · Cited by 25 · see citing works
The Relationship Between Extent of Thyroid Cancer Surgery and Use of Radioactive Iodine
Haymart, M. R., Banerjee, M., Yang, D., Stewart, A. K., Doherty, G. M., Koenig, R. J., & Griggs, J. J. (2012) · Annals of Surgery · doi:10.1097/sla.0b013e31826c8915 · Cited by 25 · see citing works
Health Care Costs in End-of-Life and Palliative Care: The Quest for Ethical Reform
Jennings, B., & Morrissey, M. B. Q. (2011) · Journal of Social Work in End-of-Life & Palliative Care · doi:10.1080/15524256.2011.623458 · Cited by 24 · see citing works
- Authors
- Sirovich, B., Gallagher, P. M., Wennberg, D. E., & Fisher, E. S.
- Affiliations
- Veterans Health Administration (US)
- White River Junction, Vermont
- Venue
- Health Affairs
- Publisher
- Health Affairs Publishing, LLC
- Published
- 2008-05
- Volume
- 27
- Issue
- 3
- Pages
- 813-823
- ISSN
- 0278-2715 (ISSN-L)
- 1544-5208
- PMC
- PMC2438037
- OpenAlex
- W1970716113
- Cited by
- 253
- References
- 34
- Citations by year
- 2026: 4 · 2025: 1 · 2023: 3 · 2022: 6 · 2021: 6 · 2020: 9 · 2019: 20 · 2018: 10 · 2017: 14 · 2016: 16 · 2015: 20 · 2014: 25 · 2013: 21 · 2012: 22
- FWCI
- 48.21
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Health Affairs (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Aging (P01AG19783, P01AG019783)
- National Heart, Lung, and Blood Institute (R01HL080437)
- Topics
- Health Sciences › Health Professions › General Health Professions › Healthcare cost, quality, practices
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Healthcare Policy and Management
- Health Sciences › Health Professions › General Health Professions › Primary Care and Health Outcomes
- Keywords
- discretionary decision-making, clinical judgment, primary care physicians, health care costs, guideline adherence, quality of care
- MeSH terms
- Decision Making, Health Services, Humans, Hypertension, Practice Patterns, Physicians', Physicians, Family, Primary Health Care, United States, Health Care Costs, Health Care Surveys
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