Annals
Established in 1927 by the American College of Physicians
:
Advanced search
 
box Article
 arrow  Table of Contents                
space
 arrow  Full Text of this article
space
 arrow  PDF of this article
(PDFs free after 6 months)
space
 arrow  Summary for Patients
space
 arrow  Summary for Patients (PDF)
space
 arrow  Figures/Tables List
space
 arrow  Appendix
space
 arrow  Related articles in Annals
space
box Services
 arrow  Send comment/rapid response letter
space
 arrow  Notify a friend about this article
space
 arrow  Alert me when this article is cited
space
 arrow  Add to Personal Archive
space
 arrow  Download to Citation Manager
space
 arrow  ACP Search                        
space
 arrow  Get Permissions
space
box PubMed
Articles in PubMed by Author:
  arrow  Fisher, E. S.
space
  arrow  Pinder, E. L.
space
 arrow  Related Articles in PubMed
space
 arrow  PubMed Citation
space
 arrow  PubMed
space

ARTICLE

The Implications of Regional Variations in Medicare Spending. Part 1: The Content, Quality, and Accessibility of Care

right arrow Elliott S. Fisher, MD, MPH; David E. Wennberg, MD, MPH; Thérèse A. Stukel, PhD; Daniel J. Gottlieb, MS; F. L. Lucas, PhD; and Étoile L. Pinder, MS

18 February 2003 | Volume 138 Issue 4 | Pages 273-287

Background: The health implications of regional differences in Medicare spending are unknown.

Objective: To determine whether regions with higher Medicare spending provide better care.

Design: Cohort study.

Setting: National study of Medicare beneficiaries.

Patients: Patients hospitalized between 1993 and 1995 for hip fracture (n = 614 503), colorectal cancer (n = 195 429), or acute myocardial infarction (n = 159 393) and a representative sample (n = 18 190) drawn from the Medicare Current Beneficiary Survey (1992–1995).

Exposure Measurement: End-of-life spending reflects the component of regional variation in Medicare spending that is unrelated to regional differences in illness. Each cohort member's exposure to different levels of spending was therefore defined by the level of end-of-life spending in his or her hospital referral region of residence (n = 306).

Outcome Measurements: Content of care (for example, frequency and type of services received), quality of care (for example, use of aspirin after acute myocardial infarction, influenza immunization), and access to care (for example, having a usual source of care).

Results: Average baseline health status of cohort members was similar across regions of differing spending levels, but patients in higher-spending regions received approximately 60% more care. The increased utilization was explained by more frequent physician visits, especially in the inpatient setting (rate ratios in the highest vs. the lowest quintile of hospital referral regions were 2.13 [95% CI, 2.12 to 2.14] for inpatient visits and 2.36 [CI, 2.33 to 2.39] for new inpatient consultations), more frequent tests and minor (but not major) procedures, and increased use of specialists and hospitals (rate ratio in the highest vs. the lowest quintile was 1.52 [CI, 1.50 to 1.54] for inpatient days and 1.55 [CI, 1.50 to 1.60] for intensive care unit days). Quality of care in higher-spending regions was no better on most measures and was worse for several preventive care measures. Access to care in higher-spending regions was also no better or worse.

Conclusions: Regional differences in Medicare spending are largely explained by the more inpatient-based and specialist-oriented pattern of practice observed in high-spending regions. Neither quality of care nor access to care appear to be better for Medicare enrollees in higher-spending regions.


Editors' Notes
space

Context

  • Per capita Medicare spending varies considerably from region to region. The effect of greater Medicare spending on quality of care and access is not known.

Contribution

  • Using end-of-life care spending as an indicator of Medicare spending, the researchers categorized geographic regions into five quintiles of spending and examined costs and outcomes of care for hip fracture, colorectal cancer, and acute myocardial infarction. Residents of high-spending regions received 60% more care but did not have better quality or outcomes of care.

Implications

  • Medicare beneficiaries who live in higher Medicare spending regions do not necessarily get better-quality care than those in lower-spending regions.

–The Editors

 

Author and Article Information
space

From Center for the Evaluative Clinical Sciences, Dartmouth Medical School, Hanover, New Hampshire; VA Outcomes Group, White River Junction Veterans Affairs Medical Center, White River Junction, Vermont; and the Institute for the Clinical Evaluative Sciences, Toronto, Ontario, Canada.

Acknowledgments: The authors thank the staff of the Northeast Health Care Quality Foundation for assistance in preparing the Cooperative Cardiovascular Project data.

Disclaimer: The analyses of the Cardiovascular Cooperative Project data were performed under contract number 500-99-NH01, titled "Utilization and Quality Control Peer Review Organization for the State of New Hampshire," sponsored by the Centers for Medicare & Medicare Services (formerly the Health Care Financing Administration), Department of Health and Human Services. The content of this publication does not necessarily reflect the views or policies of the Department of Health and Human Services, nor does mention of trade names, commercial products, or organizations imply endorsement by the U.S. government.

The authors assume full responsibility for the accuracy and completeness of the analyses presented. This article is a direct result of the Health Care Quality Improvement Program initiated by the Centers for Medicare & Medicare Services, which has encouraged identification of quality improvement projects derived from analysis of patterns of care, and therefore required no special funding on the part of this contractor. Ideas and contributions to the authors concerning experience with issues presented are welcomed.

The opinions expressed herein are those of the authors alone and do not necessarily reflect those of the Centers for Medicare & Medicare Services, the Robert Wood Johnson Foundation, or the Department of Veterans Affairs.

Grant Support: By the Robert Wood Johnson Foundation, the National Cancer Institute (CA52192), and the National Institute of Aging (1PO1 AG19783-01).

Potential Financial Conflicts of Interest: None disclosed.

Requests for Single Reprints: Elliott S. Fisher, MD, MPH, Strasenburgh Hall, HB 7251, Dartmouth Medical School, Hanover, NH 03755; VA Outcomes Group, White River Junction Veterans Affairs Medical Center, White River Junction, VT 05001; e-mail, elliott.s.fisher{at}dartmouth.edu.

Current Author Addresses: Dr. Fisher, Mr. Gottlieb, and Ms. Pinder: Strasenburgh Hall, HB 7251, Dartmouth Medical School, Hanover, NH 03755.

Drs. Wennberg and Lucas: Maine Medical Center, 22 Bramhall Street, Portland, ME 04102.

Dr. Stukel: Institute for Clinical Evaluative Sciences, 2075 Bayview Avenue, Toronto, Ontario M4N 3M5, Canada.

Author Contributions: Conception and design: E.S. Fisher, D.E. Wennberg, T.A. Stukel, É .L. Pinder.

Analysis and interpretation of the data: E.S. Fisher, D.E. Wennberg, T.A. Stukel, D.J. Gottlieb, F.L. Lucas, É .L. Pinder.

Drafting of the article: E.S. Fisher, D.E. Wennberg, T.A. Stukel, D.J. Gottlieb, É .L. Pinder.

Critical revision of the article for important intellectual content: E.S. Fisher, D.E. Wennberg, D.J. Gottlieb, F.L. Lucas.

Final approval of the article: E.S. Fisher, D.E. Wennberg, T.A. Stukel, D.J. Gottlieb, F.L. Lucas, É .L. Pinder.

Statistical expertise: T.A. Stukel, D.J. Gottlieb.

Obtaining of funding: E.S. Fisher.

Administrative, technical, or logistic support: É .L. Pinder.

Collection and assembly of data: E.S. Fisher, D.J. Gottlieb, É .L. Pinder.


Related articles in Annals:

Articles
The Implications of Regional Variations in Medicare Spending. Part 2: Health Outcomes and Satisfaction with Care
Elliott S. Fisher, David E. Wennberg, Thérèse A. Stukel, Daniel J. Gottlieb, F. L. Lucas, AND É toile L. Pinder
Annals 2003 138: 288-298. [ABSTRACT][SUMMARY][Full Text]  

Editorials
Geographical Variations in Medicare Spending
Kenneth I. Shine
Annals 2003 138: 347-348. [Full Text]  

Editorials
What's Enough, What's Too Much?
Charles E. Phelps
Annals 2003 138: 348-349. [Full Text]  

Editorials
The Implications of Regional Variations in Medicare—What Does It Mean for Medicare?
Gail R. Wilensky
Annals 2003 138: 350-351. [Full Text]  

Summaries for Patients
The Implications of Regional Variations in Medicare Spending: The Content, Quality, and Accessibility of Care
Annals 2003 138: I-36. [Full Text]  

Letters
Implications of Regional Differences in Spending
Rudolph J. Mueller
Annals 2004 140: 145. [Full Text]  

Letters
Implications of Regional Differences in Spending
Barry Kisloff
Annals 2004 140: 145-146. [Full Text]  

Letters
Implications of Regional Differences in Spending
Howard A. Levin
Annals 2004 140: 146. [Full Text]  

Letters
Implications of Regional Differences in Spending
Rudy Fernandes
Annals 2004 140: 146-147. [Full Text]  

Letters
Implications of Regional Differences in Spending
George L. Weber
Annals 2004 140: 147. [Full Text]  

Letters
Implications of Regional Differences in Spending
Hyman Gaylis
Annals 2004 140: 147. [Full Text]  

Letters
Implications of Regional Differences in Spending
Franklin Gaylis
Annals 2004 140: 147-148. [Full Text]  

Letters
Implications of Regional Differences in Spending
Elliott S. Fisher, Dan Gottlieb, AND David Wennberg
Annals 2004 140: 148-149. [Full Text]  

Letters
Regional Variations in Health Care Intensity and Physicians' Perceptions of Care Quality
Brenda Sirovich AND Elliott S. Fisher
Annals 2006 145: 789. [Full Text]  



This article has been cited by other articles:


Home page
NEJMHome page
D. C. Goodman and E. S. Fisher
Physician Workforce Crisis? Wrong Diagnosis, Wrong Prescription
N. Engl. J. Med., April 17, 2008; 358(16): 1658 - 1661.
[Full Text] [PDF]


Home page
NEJMHome page
J. K. Iglehart
Grassroots Activism and the Pursuit of an Expanded Physician Supply
N. Engl. J. Med., April 17, 2008; 358(16): 1741 - 1749.
[Full Text] [PDF]


Home page
JAMAHome page
B. Leff and T. E. Finucane
Gizmo Idolatry
JAMA, April 16, 2008; 299(15): 1830 - 1832.
[Full Text] [PDF]


Home page
JAMAHome page
T. F. Boat, S. M. Chao, and P. H. O'Neill
From Waste to Value in Health Care
JAMA, February 6, 2008; 299(5): 568 - 571.
[Full Text] [PDF]


Home page
JAMAHome page
D. C. Goodman and K. Grumbach
Does Having More Physicians Lead to Better Health System Performance?
JAMA, January 23, 2008; 299(3): 335 - 337.
[Full Text] [PDF]


Home page
Health Aff (Millwood)Home page
M. B. Landrum, E. R. Meara, A. Chandra, E. Guadagnoli, and N. L. Keating
Is Spending More Always Wasteful? The Appropriateness Of Care And Outcomes Among Colorectal Cancer Patients
Health Aff., January 1, 2008; 27(1): 159 - 168.
[Abstract] [Full Text] [PDF]


Home page
ANN INTERN MEDHome page
American College of Physicians
Achieving a High-Performance Health Care System with Universal Access: What the United States Can Learn from Other Countries
Ann Intern Med, January 1, 2008; 148(1): 55 - 75.
[Abstract] [Full Text] [PDF]


Home page
ANN INTERN MEDHome page
H. C. Sox
Medical Professionalism and the Parable of the Craft Guilds
Ann Intern Med, December 4, 2007; 147(11): 809 - 810.
[Full Text] [PDF]


Home page
J Am Board Fam MedHome page
J. W. Beasley, B. Starfield, C. van Weel, W. W. Rosser, and C. L. Haq
Global Health and Primary Care Research
J Am Board Fam Med, November 1, 2007; 20(6): 518 - 526.
[Abstract] [Full Text] [PDF]


Home page
Health Aff (Millwood)Home page
A. Garber, D. P. Goldman, and A. B. Jena
The Promise Of Health Care Cost Containment
Health Aff., November 1, 2007; 26(6): 1545 - 1547.
[Abstract] [Full Text] [PDF]


Home page
Health Aff (Millwood)Home page
S. B. Foote and R. J. Town
Implementing Evidence-Based Medicine Through Medicare Coverage Decisions
Health Aff., November 1, 2007; 26(6): 1634 - 1642.
[Abstract] [Full Text] [PDF]


Home page
BMJHome page
D. C Goodman
Expanding the medical workforce
BMJ, August 4, 2007; 335(7613): 218 - 219.
[Full Text] [PDF]


Home page
JAMAHome page
R. S. Wiener and H. G. Welch
Trends in the Use of the Pulmonary Artery Catheter in the United States, 1993-2004
JAMA, July 25, 2007; 298(4): 423 - 429.
[Abstract] [Full Text] [PDF]


Home page
Arch Pediatr Adolesc MedHome page
C. J. Homer
For Love, for Money, or for Both?: Which Way Will We Choose to Transform Children's Health Care?
Arch Pediatr Adolesc Med, July 1, 2007; 161(7): 715 - 717.
[Full Text] [PDF]


Home page
J Am Coll CardiolHome page
A. S. Pearlman, T. Ryan, M. H. Picard, and P. S. Douglas
Evolving Trends in the Use of Echocardiography: A Study of Medicare Beneficiaries
J. Am. Coll. Cardiol., June 12, 2007; 49(23): 2283 - 2291.
[Abstract] [Full Text] [PDF]


Home page
Journal of Health Politics, Policy and LawHome page
B. Spitz
Medicaid Agencies as Managed Care Organizations: An "Actuarially Sound" Solution?
Journal of Health Politics Policy and Law, June 1, 2007; 32(3): 379 - 413.
[PDF]


Home page
ChestHome page
H. C. Sox
The Ethical Foundations of Professionalism: A Sociologic History
Chest, May 1, 2007; 131(5): 1532 - 1540.
[Abstract] [Full Text] [PDF]


Home page
JAMAHome page
P. Cram and G. E. Rosenthal
Physician-Owned Specialty Hospitals and Coronary Revascularization Utilization: Too Much of a Good Thing?
JAMA, March 7, 2007; 297(9): 998 - 999.
[Full Text] [PDF]


Home page
ANN INTERN MEDHome page
T. Bodenheimer, R. A. Berenson, and P. Rudolf
The Primary Care-Specialty Income Gap: Why It Matters
Ann Intern Med, February 20, 2007; 146(4): 301 - 306.
[Abstract] [Full Text] [PDF]


Home page
Qual Saf Health CareHome page
F A McAlister, S R Majumdar, D T Eurich, and J A Johnson
The effect of specialist care within the first year on subsequent outcomes in 24 232 adults with new-onset diabetes mellitus: population-based cohort study
Qual. Saf. Health Care, February 1, 2007; 16(1): 6 - 11.
[Abstract] [Full Text] [PDF]


Home page
JAMAHome page
T. A. Stukel, E. S. Fisher, D. E. Wennberg, D. A. Alter, D. J. Gottlieb, and M. J. Vermeulen
Analysis of Observational Studies in the Presence of Treatment Selection Bias: Effects of Invasive Cardiac Management on AMI Survival Using Propensity Score and Instrumental Variable Methods
JAMA, January 17, 2007; 297(3): 278 - 285.
[Abstract] [Full Text] [PDF]


Home page
Health Aff (Millwood)Home page
R. A. Berenson, P. B. Ginsburg, and J. H. May
Hospital-Physicians Relations: Cooperation, Competition, Or Separation?
Health Aff., January 1, 2007; 26(1): w31 - w43.
[Abstract] [Full Text] [PDF]


Home page
JAMAHome page
C. P. Gross, M. S. Andersen, H. M. Krumholz, G. J. McAvay, D. Proctor, and M. E. Tinetti
Relation Between Medicare Screening Reimbursement and Stage at Diagnosis for Older Patients With Colon Cancer
JAMA, December 20, 2006; 296(23): 2815 - 2822.
[Abstract] [Full Text] [PDF]


Home page
ANN INTERN MEDHome page
B. Sirovich and E. S. Fisher
Regional Variations in Health Care Intensity and Physicians' Perceptions of Care Quality
Ann Intern Med, November 21, 2006; 145(10): 789 - 789.
[Full Text] [PDF]


Home page
NEJMHome page
M. B. Rosenthal, B. E. Landon, S.-L. T. Normand, R. G. Frank, and A. M. Epstein
Pay for Performance in Commercial HMOs
N. Engl. J. Med., November 2, 2006; 355(18): 1895 - 1902.
[Abstract] [Full Text] [PDF]


Home page
NeurologyHome page
C. W. Zhu, N. Scarmeas, R. Torgan, M. Albert, J. Brandt, D. Blacker, M. Sano, and Y. Stern
Longitudinal study of effects of patient characteristics on direct costs in Alzheimer disease
Neurology, September 26, 2006; 67(6): 998 - 1005.
[Abstract] [Full Text] [PDF]


Home page
Am J Crit CareHome page
D. A. Gruenberg, W. Shelton, S. L. Rose, A. E. Rutter, S. Socaris, and G. McGee
Factors influencing length of stay in the intensive care unit.
Am. J. Crit. Care., September 1, 2006; 15(5): 502 - 509.
[Abstract] [Full Text] [PDF]


Home page
Ann Fam MedHome page
W. P. Newton and C. A. DuBard
Shaping the Future of Academic Health Centers: The Potential Contributions of Departments of Family Medicine
Ann. Fam. Med, September 1, 2006; 4(suppl_1): S2 - S11.
[Abstract] [Full Text] [PDF]


Home page
NEJMHome page
A. M. Epstein
Paying for performance in the United States and abroad.
N. Engl. J. Med., July 27, 2006; 355(4): 406 - 408.
[Full Text] [PDF]


Home page
NEJMHome page
J. K. Iglehart
The new era of medical imaging--progress and pitfalls.
N. Engl. J. Med., June 29, 2006; 354(26): 2822 - 2828.
[Full Text] [PDF]


Home page
ANN INTERN MEDHome page
B. E. Sirovich, D. J. Gottlieb, H. G. Welch, and E. S. Fisher
Regional Variations in Health Care Intensity and Physician Perceptions of Quality of Care
Ann Intern Med, May 2, 2006; 144(9): 641 - 649.
[Abstract] [Full Text] [PDF]


Home page
ANN INTERN MEDHome page
R. A. Berenson
Does More Health Care Spending Produce Better Health and Happier Doctors?
Ann Intern Med, May 2, 2006; 144(9): 694 - 696.
[Full Text] [PDF]


Home page
J Am Board Fam MedHome page
T. P. Daaleman
Reorganizing medicare for older adults with chronic illness.
J Am Board Fam Med, May 1, 2006; 19(3): 303 - 309.
[Abstract] [Full Text] [PDF]


Home page
American Journal of Medical QualityHome page
H. Beckman, A. L. Suchman, K. Curtin, and R. A. Greene
Physician reactions to quantitative individual performance reports.
American Journal of Medical Quality, May 1, 2006; 21(3): 192 - 199.
[Abstract] [PDF]


Home page
J Intensive Care MedHome page
S. S. Carson, C. E. Cox, G. M. Holmes, A. Howard, and T. S. Carey
The changing epidemiology of mechanical ventilation: a population-based study.
J Intensive Care Med, May 1, 2006; 21(3): 173 - 182.
[Abstract] [PDF]


Home page
Evid. Based Ment. HealthHome page
R M Kaplan, B Spring, and K Davidson
APA, NAMI, NMHA, and evidence-based behavioural medicine: a comment.
Evid. Based Ment. Health, May 1, 2006; 9(2): 32 - 34.
[Full Text] [PDF]


Home page
Am. J. Public HealthHome page
J. D. Sterman
Learning from Evidence in a Complex World
Am J Public Health, March 1, 2006; 96(3): 505 - 514.
[Abstract] [Full Text] [PDF]


Home page
Health Aff (Millwood)Home page
D. C. Goodman, T. A. Stukel, C.-h. Chang, and J. E. Wennberg
End-of-life care at academic medical centers: implications for future workforce requirements.
Health Aff., March 1, 2006; 25(2): 521 - 531.
[Abstract] [Full Text] [PDF]


Home page
Health Aff (Millwood)Home page
J. S. Skinner, D. O. Staiger, and E. S. Fisher
Is Technological Change In Medicine Always Worth It? The Case Of Acute Myocardial Infarction
Health Aff., March 1, 2006; 25(2): w34 - w47.
[Abstract] [Full Text] [PDF]


Home page
CirculationHome page
D. A. Alter, T. A. Stukel, and A. Newman
Proliferation of Cardiac Technology in Canada: A Challenge to the Sustainability of Medicare
Circulation, January 24, 2006; 113(3): 380 - 387.
[Abstract] [Full Text] [PDF]


Home page
ANN INTERN MEDHome page
R. S. Lipner, W. H. Bylsma, G. K. Arnold, G. S. Fortna, J. Tooker, and C. K. Cassel
Who Is Maintaining Certification in Internal Medicine--and Why? A National Survey 10 Years after Initial Certification
Ann Intern Med, January 3, 2006; 144(1): 29 - 36.
[Abstract] [Full Text] [PDF]


Home page
ChestHome page
M. H. Baumann and E. Dellert
Performance Measures and Pay for Performance
Chest, January 1, 2006; 129(1): 188 - 191.
[Abstract] [Full Text] [PDF]


Home page
Health Aff (Millwood)Home page
J. Stensland and A. Winter
Do Physician-Owned Cardiac Hospitals Increase Utilization?
Health Aff., January 1, 2006; 25(1): 119 - 129.
[Abstract] [Full Text] [PDF]


Home page
JCOHome page
L. C. Harlan, A. L. Greene, L. X. Clegg, M. Mooney, J. L. Stevens, and M. L. Brown
Insurance Status and the Use of Guideline Therapy in the Treatment of Selected Cancers
J. Clin. Oncol., December 20, 2005; 23(36): 9079 - 9088.
[Abstract] [Full Text] [PDF]


Home page
Chronic IllnessHome page
H. R. Holman
Chronic disease and the healthcare crisis
Chronic Illness, December 1, 2005; 1(4): 265 - 274.
[PDF]


Home page
J Am Coll CardiolHome page
R. F. Redberg
Gender, Race, and Cardiac Care: Why the Differences?
J. Am. Coll. Cardiol., November 15, 2005; 46(10): 1852 - 1854.
[Full Text] [PDF]


Home page
Health Aff (Millwood)Home page
J. C. Robinson
Managed Consumerism In Health Care
Health Aff., November 1, 2005; 24(6): 1478 - 1489.
[Abstract] [Full Text] [PDF]


Home page
Health Aff (Millwood)Home page
R. A. Berenson
Which Way For Competition? None Of The Above
Health Aff., November 1, 2005; 24(6): 1536 - 1542.
[Abstract] [Full Text] [PDF]


Home page
Arch Intern MedHome page
B. E. Sirovich, D. J. Gottlieb, H. G. Welch, and E. S. Fisher
Variation in the Tendency of Primary Care Physicians to Intervene
Arch Intern Med, October 24, 2005; 165(19): 2252 - 2256.
[Abstract] [Full Text] [PDF]


Home page
Ann Fam MedHome page
J. Kruse
FAMILY MEDICINE LEGISLATIVE ADVOCACY: OUR POWERFUL MESSAGE
Ann. Fam. Med, September 1, 2005; 3(5): 468 - 469.
[Full Text] [PDF]


Home page
ptjournalHome page
J. K Freburger, T. S Carey, and G. M Holmes
Management of Back and Neck Pain: Who Seeks Care From Physical Therapists?
Physical Therapy, September 1, 2005; 85(9): 872 - 886.
[Abstract] [Full Text] [PDF]


Home page
Med Care Res RevHome page
S. M. Shortell, J. Schmittdiel, M. C. Wang, R. Li, R. R. Gillies, L. P. Casalino, T. Bodenheimer, and T. G. Rundall
An Empirical Assessment of High-Performing Medical Groups: Results from a National Study
Med Care Res Rev, August 1, 2005; 62(4): 407 - 434.
[Abstract] [PDF]


Home page
NEJMHome page
P. S. Romano
Improving the Quality of Hospital Care in America
N. Engl. J. Med., July 21, 2005; 353(3): 302 - 304.
[Full Text] [PDF]


Home page
ANN INTERN MEDHome page
T. Bodenheimer and A. Fernandez
High and Rising Health Care Costs. Part 4: Can Costs Be Controlled While Preserving Quality?
Ann Intern Med, July 5, 2005; 143(1): 26 - 31.
[Abstract] [Full Text] [PDF]


Home page
Health Aff (Millwood)Home page
N. E. Morden and S. D. Sullivan
States' Control Of Prescription Drug Spending: A Heterogeneous Approach
Health Aff., July 1, 2005; 24(4): 1032 - 1038.
[Abstract]