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    Dana Goldman, PhD

    TitleDistinguished Professor of Pharmacy, Public Policy, and Economics, and Leonard D. Schaeffer Director's Chair
    SchoolSol Price School of Public Policy
    DepartmentPublic Policy
    AddressVPD 412A
    University Park Campus
    Los Angeles California 90089-7273
    Phone+1 213 821 7948
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      Dana Goldman is a Professor and the Leonard D. Schaeffer Chair and Director of the USC Schaeffer Center for Health Policy and Economics. Until Fall 2009, he held RAND’s Distinguished Chair in Health Economics and directed RAND’s program in Economics, Finance, and Organization. He is also an Adjunct Professor of Health Services and Radiology at UCLA.

      Dr. Goldman is a nationally-recognized health economist influential in both academic and policy circles. He is the author of over 100 articles and book chapters, including articles in some of the most prestigious medical, economic, health policy, and statistics journals. He is a health policy advisor to the Congressional Budget Office, and is a frequent speaker on health care issues. He serves on several editorial boards including Health Affairs and the American Journal of Managed Care. He is also a founding editor of the Forum for Health Economics and Policy, an online journal devoted to health economics and health policy.

      Dr. Goldman’s work has been featured in the New York Times, Wall Street Journal, Washington Post, Business Week, U.S. News and World Report, The Economist, NBC Nightly News, CNN, National Public Radio, and other media. Dr. Goldman was the 2009 recipient of the Eugene Garfield Economic Impact Prize, recognizing outstanding research demonstrating how medical research impacts the economy. He was awarded the National Institute for Health Care Management Research Foundation award for excellence in health policy, and the Alice S. Hersh New Investigator Award recognizing the contributions of a young scholar to the field of health services research. He also has served on several panels for the National Academy of Sciences and Institute of Medicine, including a current panel on the fiscal future of the United States.

      Dr. Goldman’s research sponsors include the National Institutes of Health, National Institute on Aging, National Cancer Institute, National Science Foundation, Amgen, Merck, Genentech, Pfizer, UnitedHealth, Pacificare, California Healthcare Foundation, Smith Richardson Foundation, Department of Defense, Department of Labor, and the Agency for Healthcare Research and Quality.

      Dr. Goldman is also a research associate with the National Bureau of Economic Research, the nation’s leading economic research organization. He is the director of the RAND/UCLA Health Services Research Postdoctoral Training Program. He is also a founder and managing director of Precision Health Economics, a consulting firm to the health care industry. Dr. Goldman received his B.A. summa cum laude from Cornell University and a Ph.D. in Economics from Stanford University.


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      Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help.
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      1. Blumenthal DM, Goldman D, Jena AB. Tying Reimbursement to Outcomes Is an Ideal Strategy for PCSK 9 Inhibitors. JAMA Cardiol. 2017 Aug 30. PMID: 28854318.
        View in: PubMed
      2. Shafrin J, Sullivan J, Goldman D, Gill TM. The association between observed mobility and quality of life in the near elderly. PLoS One. 2017; 12(8):e0182920. PMID: 28827806.
        View in: PubMed
      3. St Clair P, Gaudette É, Zhao H, Tysinger B, Seyedin R, Goldman D. Using Self-reports or Claims to Assess Disease Prevalence: It's Complicated. Med Care. 2017 Aug; 55(8):782-788. PMID: 28617703.
        View in: PubMed
      4. Zissimopoulos J, Blaylock B, Goldman D, Rowe JW. Raising the Social Security Entitlement Age. Res Aging. 2017 Jan; 39(1):166-189. PMID: 28181866.
        View in: PubMed
      5. Woo K, Gascue L, Goldman D, Romley JA. Variations in outcomes of hemodialysis vascular access by race/ethnicity in the elderly. J Vasc Surg. 2017 Mar; 65(3):783-792.e4. PMID: 28027805.
        View in: PubMed
      6. Blumenthal DM, Goldman D, Jena AB. Outcomes-Based Pricing as a Tool to Ensure Access to Novel but Expensive Biopharmaceuticals. Ann Intern Med. 2017 Feb 07; 166(3):219-220. PMID: 27951598.
        View in: PubMed
      7. Agus DB, Gaudette É, Goldman D, Messali A. The Long-Term Benefits of Increased Aspirin Use by At-Risk Americans Aged 50 and Older. PLoS One. 2016; 11(11):e0166103. PMID: 27902693.
        View in: PubMed
      8. Romley JA, Gong C, Jena AB, Goldman D, Williams B, Peters A. Authors' reply to Bosco-Lévy and Salvo. BMJ. 2016 Aug 05; 354:i4330. PMID: 27496026.
        View in: PubMed
      9. Jena AB, Goldman D, Karaca-Mandic P. Hospital Prescribing of Opioids to Medicare Beneficiaries. JAMA Intern Med. 2016 Jul 01; 176(7):990-7. PMID: 27294595; PMCID: PMC4955877 [Available on 07/01/17].
      10. Thornton Snider J, Seabury S, Lopez J, McKenzie S, Goldman D. Impact of type 2 diabetes medication cost sharing on patient outcomes and health plan costs. Am J Manag Care. 2016 Jun; 22(6):433-40. PMID: 27355811.
        View in: PubMed
      11. Jena AB, Blumenthal DM, Stevens W, Chou JW, Ton TG, Goldman D. Value of improved lipid control in patients at high risk for adverse cardiac events. Am J Manag Care. 2016 Jun 01; 22(6):e199-207. PMID: 27355907.
        View in: PubMed
      12. Goldman D, Gaudette É, Cheng WH. Competing Risks: Investing in Sickness Rather Than Health. Am J Prev Med. 2016 May; 50(5 Suppl 1):S45-50. PMID: 27102858.
        View in: PubMed
      13. Goldman D. The Economic Promise of Delayed Aging. Cold Spring Harb Perspect Med. 2015 Dec 18; 6(2):a025072. PMID: 26684333.
        View in: PubMed
      14. Romley JA, Gong C, Jena AB, Goldman D, Williams B, Peters A. Association between use of warfarin with common sulfonylureas and serious hypoglycemic events: retrospective cohort analysis. BMJ. 2015 Dec 07; 351:h6223. PMID: 26643108; PMCID: PMC4670968.
      15. Gaudette É, Tysinger B, Cassil A, Goldman D. Health and Health Care of Medicare Beneficiaries in 2030. Forum Health Econ Policy. 2015 Dec; 18(2):75-96. PMID: 27127455.
        View in: PubMed
      16. Snider JT, Goldman D, Rosenblatt L, Seekins D, Juday T, Sanchez Y, Wu Y, Peneva D, Romley JA. The Impact of State AIDS Drug Assistance Policies on Clinical and Economic Outcomes of People With HIV. Med Care Res Rev. 2016 Jun; 73(3):329-48. PMID: 26537525.
        View in: PubMed
      17. Van Nuys K, Brookmeyer R, Chou JW, Dreyfus D, Dieterich D, Goldman D. Broad Hepatitis C Treatment Scenarios Return Substantial Health Gains, But Capacity Is A Concern. Health Aff (Millwood). 2015 Oct; 34(10):1666-74. PMID: 26438742.
        View in: PubMed
      18. Nikolich-Žugich J, Goldman D, Cohen PR, Cortese D, Fontana L, Kennedy BK, Mohler MJ, Olshansky SJ, Perls T, Perry D, Richardson A, Ritchie C, Wertheimer AM, Faragher RG, Fain MJ. Preparing for an Aging World: Engaging Biogerontologists, Geriatricians, and the Society. J Gerontol A Biol Sci Med Sci. 2016 Apr; 71(4):435-44. PMID: 26419976; PMCID: PMC5014189 [Available on 04/01/17].
      19. Woo K, Goldman D, Romley JA. Early Failure of Dialysis Access among the Elderly in the Era of Fistula First. Clin J Am Soc Nephrol. 2015 Oct 07; 10(10):1791-8. PMID: 26254301; PMCID: PMC4594075 [Available on 10/07/16].
      20. Gaudette É, Goldman D, Messali A, Sood N. Do Statins Reduce the Health and Health Care Costs of Obesity? Pharmacoeconomics. 2015 Jul; 33(7):723-34. PMID: 25576147; PMCID: PMC4490078.
      21. Jena AB, Ho O, Goldman D, Karaca-Mandic P. The Impact of the US Food and Drug Administration Chlorofluorocarbon Ban on Out-of-pocket Costs and Use of Albuterol Inhalers Among Individuals With Asthma. JAMA Intern Med. 2015 Jul; 175(7):1171-9. PMID: 25962128; PMCID: PMC4494980.
      22. Turakhia MP, Shafrin J, Bognar K, Goldman D, Mendys PM, Abdulsattar Y, Wiederkehr D, Trocio J. Economic Burden of Undiagnosed Nonvalvular Atrial Fibrillation in the United States. Am J Cardiol. 2015 Sep 01; 116(5):733-9. PMID: 26138378.
        View in: PubMed
      23. Seabury SA, Lakdawalla DN, Dougherty JS, Sullivan J, Goldman D. Medication adherence and measures of health plan quality. Am J Manag Care. 2015 Jun 01; 21(6):e379-89. PMID: 26247579.
        View in: PubMed
      24. Romley JA, Goldman D, Sood N. Hospital Productivity: The Authors Reply. Health Aff (Millwood). 2015 Jun; 34(6):1069. PMID: 26056222.
        View in: PubMed
      25. Eber MR, Goldman D, Lakdawalla DN, Philipson TJ, Pritchard D, Huesch M, Summers N, Linthicum MT, Sullivan J, Dubois RW. Clinical evidence inputs to comparative effectiveness research could impact the development of novel treatments. J Comp Eff Res. 2015 May 07; 1-11. PMID: 25951244.
        View in: PubMed
      26. Dzau VJ, Ginsburg GS, Van Nuys K, Agus D, Goldman D. Aligning incentives to fulfil the promise of personalised medicine. Lancet. 2015 May 23; 385(9982):2118-9. PMID: 25957453.
        View in: PubMed
      27. Lakdawalla DN, Chou JW, Linthicum MT, MacEwan JP, Zhang J, Goldman D. Evaluating Expected Costs and Benefits of Granting Access to New Treatments on the Basis of Progression-Free Survival in Non-Small-Cell Lung Cancer. JAMA Oncol. 2015 May; 1(2):196-202. PMID: 26181023.
        View in: PubMed
      28. Jena AB, Goldman D, Seabury SA. Incidence of sexually transmitted infections after human papillomavirus vaccination among adolescent females. JAMA Intern Med. 2015 Apr; 175(4):617-23. PMID: 25664968; PMCID: PMC4465086.
      29. Stevens W, Philipson TJ, Khan ZM, MacEwan JP, Linthicum MT, Goldman D. Cancer mortality reductions were greatest among countries where cancer care spending rose the most, 1995-2007. Health Aff (Millwood). 2015 Apr; 34(4):562-70. PMID: 25847637.
        View in: PubMed
      30. Romley JA, Goldman D, Sood N. US hospitals experienced substantial productivity growth during 2002-11. Health Aff (Millwood). 2015 Mar; 34(3):511-8. PMID: 25673334.
        View in: PubMed
      31. Jena AB, Prasad V, Goldman D, Romley J. Mortality and treatment patterns among patients hospitalized with acute cardiovascular conditions during dates of national cardiology meetings. JAMA Intern Med. 2015 Feb; 175(2):237-44. PMID: 25531231; PMCID: PMC4314435.
      32. Chandra A, Snider JT, Wu Y, Jena A, Goldman D. Robot-assisted surgery for kidney cancer increased access to a procedure that can reduce mortality and renal failure. Health Aff (Millwood). 2015 Feb; 34(2):220-8. PMID: 25646101.
        View in: PubMed
      33. Zissimopoulos J, Joyce GF, Scarpati LM, Goldman D. Did Medicare Part D reduce disparities? Am J Manag Care. 2015 Feb; 21(2):119-28. PMID: 25880361; PMCID: PMC4405127.
      34. Romley JA, Axeen S, Lakdawalla DN, Chernew ME, Bhattacharya J, Goldman D. The Relationship between Commercial Health Care Prices and Medicare Spending and Utilization. Health Serv Res. 2015 Jun; 50(3):883-96. PMID: 25429755; PMCID: PMC4450935.
      35. Trish E, Joyce G, Goldman D. Specialty drug spending trends among Medicare and Medicare Advantage enrollees, 2007-11. Health Aff (Millwood). 2014 Nov; 33(11):2018-24. PMID: 25367998; PMCID: PMC4250050.
      36. Goldman D, Philipson T. Five myths about cancer care in America. Health Aff (Millwood). 2014 Oct; 33(10):1801-4. PMID: 25288425.
        View in: PubMed
      37. Goldman D, Fastenau J, Dirani R, Helland E, Joyce G, Conrad R, Lakdawalla D. Medicaid prior authorization policies and imprisonment among patients with schizophrenia. Am J Manag Care. 2014 Jul; 20(7):577-86. PMID: 25295404.
        View in: PubMed
      38. Van Nuys K, Globe D, Ng-Mak D, Cheung H, Sullivan J, Goldman D. The association between employee obesity and employer costs: evidence from a panel of U.S. employers. Am J Health Promot. 2014 May-Jun; 28(5):277-85. PMID: 24779722.
        View in: PubMed
      39. Goldman D, Orszag PR. The Growing Gap in Life Expectancy: Using the Future Elderly Model to Estimate Implications for Social Security and Medicare. Am Econ Rev. 2014 May; 104(5):230-233. PMID: 27127305.
        View in: PubMed
      40. Barcellos SH, Wuppermann AC, Carman KG, Bauhoff S, McFadden DL, Kapteyn A, Winter JK, Goldman D. Preparedness of Americans for the Affordable Care Act. Proc Natl Acad Sci U S A. 2014 Apr 15; 111(15):5497-502. PMID: 24706843; PMCID: PMC3992693.
      41. Goldman D, Dirani R, Fastenau J, Conrad RM. Do strict formularies replicate failure for patients with schizophrenia? Am J Manag Care. 2014 Mar; 20(3):219-28. PMID: 24884751.
        View in: PubMed
      42. Goldman D, Juday T, Seekins D, Linthicum MT, Romley JA. Early HIV treatment in the United States prevented nearly 13,500 infections per year during 1996-2009. Health Aff (Millwood). 2014 Mar; 33(3):362-9. PMID: 24590932; PMCID: PMC4124881.
      43. Romley JA, Juday T, Solomon MD, Seekins D, Brookmeyer R, Goldman D. Early HIV treatment led to life expectancy gains valued at $80 billion for people infected in 1996-2009. Health Aff (Millwood). 2014 Mar; 33(3):370-7. PMID: 24590933.
        View in: PubMed
      44. Snider JT, Juday T, Romley JA, Seekins D, Rosenblatt L, Sanchez Y, Goldman D. Nearly 60,000 uninsured and low-income people with HIV/AIDS live in states that are not expanding Medicaid. Health Aff (Millwood). 2014 Mar; 33(3):386-93. PMID: 24590935.
        View in: PubMed
      45. Sood N, Juday T, Vanderpuye-Orgle J, Rosenblatt L, Romley JA, Peneva D, Goldman D. HIV care providers emphasize the importance of the Ryan White Program for access to and quality of care. Health Aff (Millwood). 2014 Mar; 33(3):394-400. PMID: 24590936.
        View in: PubMed
      46. Ryan GW, Bloom EW, Lowsky DJ, Linthicum MT, Juday T, Rosenblatt L, Kulkarni S, Goldman D, Sayles JN. Data-driven decision-making tools to improve public resource allocation for care and prevention of HIV/AIDS. Health Aff (Millwood). 2014 Mar; 33(3):410-7. PMID: 24590938.
        View in: PubMed
      47. Goldman D, Juday T, Linthicum MT, Rosenblatt L, Seekins D. The prospect of a generation free of HIV may be within reach if the right policy decisions are made. Health Aff (Millwood). 2014 Mar; 33(3):428-33. PMID: 24590941.
        View in: PubMed
      48. Jena AB, Goldman D, Weaver L, Karaca-Mandic P. Opioid prescribing by multiple providers in Medicare: retrospective observational study of insurance claims. BMJ. 2014 Feb 19; 348:g1393. PMID: 24553363; PMCID: PMC3928962.
      49. Seabury SA, Goldman D, Kalsekar I, Sheehan JJ, Laubmeier K, Lakdawalla DN. Formulary restrictions on atypical antipsychotics: impact on costs for patients with schizophrenia and bipolar disorder in Medicaid. Am J Manag Care. 2014 Feb 01; 20(2):e52-60. PMID: 24738555.
        View in: PubMed
      50. Basu A, Jena AB, Goldman D, Philipson TJ, Dubois R. Response to Epstein's comment on "heterogeneity in action". Health Econ. 2014 Mar; 23(3):376-8. PMID: 24446313.
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      51. Snider JT, Bognar K, Globe D, Ng-Mak D, Sullivan J, Summers N, Goldman D. Identifying patients at risk for high medical costs and good candidates for obesity intervention. Am J Health Promot. 2014 Mar-Apr; 28(4):218-27. PMID: 24359175.
        View in: PubMed
      52. Goldman D, McFadden D, Newhouse JP. Introduction. Standard market mechanisms than does traditional Medicare. J Health Econ. 2013 Dec; 32(6):1258-62. PMID: 24308877.
        View in: PubMed
      53. Lowsky DJ, Olshansky SJ, Bhattacharya J, Goldman D. Heterogeneity in healthy aging. J Gerontol A Biol Sci Med Sci. 2014 Jun; 69(6):640-9. PMID: 24249734; PMCID: PMC4022100.
      54. Romley JA, Chen AY, Goldman D, Williams R. Hospital costs and inpatient mortality among children undergoing surgery for congenital heart disease. Health Serv Res. 2014 Apr; 49(2):588-608. PMID: 24138064; PMCID: PMC3976188.
      55. Basu A, Jena AB, Goldman D, Philipson TJ, Dubois R. Heterogeneity in action: the role of passive personalization in comparative effectiveness research. Health Econ. 2014 Mar; 23(3):359-73. PMID: 24123568; PMCID: PMC4282978.
      56. Goldman D, Cutler D, Rowe JW, Michaud PC, Sullivan J, Peneva D, Olshansky SJ. Substantial health and economic returns from delayed aging may warrant a new focus for medical research. Health Aff (Millwood). 2013 Oct; 32(10):1698-705. PMID: 24101058; PMCID: PMC3938188.
      57. Jena AB, Sun E, Goldman D. Community-acquired pneumonia and proton pump inhibitors. J Gen Intern Med. 2013 Jul; 28(7):874-5. PMID: 23549958; PMCID: PMC3682033.
      58. Goldman D, Maestas N. MEDICAL EXPENDITURE RISK AND HOUSEHOLD PORTFOLIO CHOICE. J Appl Econ (Chichester Engl). 2013 Jun 01; 28(4):527-550. PMID: 23997424.
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      59. Joyce GF, Zissimopoulos J, Goldman D. Digesting the doughnut hole. J Health Econ. 2013 Dec; 32(6):1345-55. PMID: 24308883; PMCID: PMC3855661.
      60. Eibner C, Goldman D, Sullivan J, Garber AM. Three large-scale changes to the Medicare program could curb its costs but also reduce enrollment. Health Aff (Millwood). 2013 May; 32(5):891-9. PMID: 23650322; PMCID: PMC3886857.
      61. Lakdawalla D, Eber MR, Forma FM, Sullivan J, Michaud PC, Bradley LA, Goldman D. Measuring the value of better diabetes management. Am J Manag Care. 2013 Mar-Apr; 19 Spec No. 2:E11. PMID: 23725237.
        View in: PubMed
      62. Chernew ME, McKellar R, Aubry W, Beck R, Benner J, Berger JE, Fendrick AM, Forma F, Goldman D, Peters Harmel A, Killion R, Lakdawalla D, Owens DK, Stahl J. Comparative effectiveness research and formulary placement: the case of diabetes. Am J Manag Care. 2013 Feb; 19(2):93-6. PMID: 23448106.
        View in: PubMed
      63. Philipson TJ, Snider JT, Lakdawalla DN, Stryckman B, Goldman D. Impact of oral nutritional supplementation on hospital outcomes. Am J Manag Care. 2013 Feb; 19(2):121-8. PMID: 23448109.
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      64. Romley JA, Jena AB, O'Leary JF, Goldman D. Spending and mortality in US acute care hospitals. Am J Manag Care. 2013 Feb 01; 19(2):e46-54. PMID: 23448114; PMCID: PMC3989348.
      65. Barcellos SH, Goldman D, Smith JP. Undiagnosed disease, especially diabetes, casts doubt on some of reported health 'advantage' of recent Mexican immigrants. Health Aff (Millwood). 2012 Dec; 31(12):2727-37. PMID: 23213157; PMCID: PMC3645344.
      66. Perlroth DJ, Bhattacharya J, Goldman D, Garber AM. An economic analysis of conservative management versus active treatment for men with localized prostate cancer. J Natl Cancer Inst Monogr. 2012 Dec; 2012(45):250-7. PMID: 23271781; PMCID: PMC3540871.
      67. Thornton Snider J, Luna Y, Wong KS, Zhang J, Chen SS, Gless PJ, Goldman D. Inhaled corticosteroids and the risk of pneumonia in Medicare patients with COPD. Curr Med Res Opin. 2012 Dec; 28(12):1959-67. PMID: 23098081.
        View in: PubMed
      68. Darkow T, Maclean R, Joyce GF, Goldman D, Lakdawalla DN. Coverage and use of cancer therapies in the treatment of chronic myeloid leukemia. Am J Manag Care. 2012 Nov; 18(11 Suppl):S272-8. PMID: 23327459.
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      69. Grabowski DC, Lakdawalla DN, Goldman D, Eber M, Liu LZ, Abdelgawad T, Kuznik A, Chernew ME, Philipson T. The large social value resulting from use of statins warrants steps to improve adherence and broaden treatment. Health Aff (Millwood). 2012 Oct; 31(10):2276-85. PMID: 23048109.
        View in: PubMed
      70. Jena AB, Sun E, Goldman D. Confounding in the association of proton pump inhibitor use with risk of community-acquired pneumonia. J Gen Intern Med. 2013 Feb; 28(2):223-30. PMID: 22956446; PMCID: PMC3614140.
      71. Best JH, Romley JA, Goldman D, Conrad RM, Peters AL. Expenditures for medicaid patients treated with exenatide compared with other diabetes management regimens. Am J Manag Care. 2012 Sep; 18(8 Suppl):s191-202. PMID: 23039898.
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      72. Romley JA, Hackbarth A, Goldman D. The Impact of Air Quality on Hospital Spending. Rand Health Q. 2012; 2(3):6. PMID: 28083265.
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      73. Romley J, Goldman D, Eber M, Dastani H, Kim E, Raparla S. Cost-sharing and initiation of disease-modifying therapy for multiple sclerosis. Am J Manag Care. 2012 Aug; 18(8):460-4. PMID: 22928761.
        View in: PubMed
      74. Olshansky SJ, Antonucci T, Berkman L, Binstock RH, Boersch-Supan A, Cacioppo JT, Carnes BA, Carstensen LL, Fried LP, Goldman D, Jackson J, Kohli M, Rother J, Zheng Y, Rowe J. Differences in life expectancy due to race and educational differences are widening, and many may not catch up. Health Aff (Millwood). 2012 Aug; 31(8):1803-13. PMID: 22869659.
        View in: PubMed
      75. Romley JA, Goldman D, Solomon M, McFadden D, Peters AL. Exenatide therapy and the risk of pancreatitis and pancreatic cancer in a privately insured population. Diabetes Technol Ther. 2012 Oct; 14(10):904-11. PMID: 22845701; PMCID: PMC3513976.
      76. Thornton Snider J, Romley JA, Wong KS, Zhang J, Eber M, Goldman D. The Disability burden of COPD. COPD. 2012 Aug; 9(5):513-21. PMID: 22721264.
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      77. Michaud PC, Goldman D, Lakdawalla DN, Zheng Y, Gailey AH. The value of medical and pharmaceutical interventions for reducing obesity. J Health Econ. 2012 Jul; 31(4):630-43. PMID: 22705389; PMCID: PMC3600147.
      78. Romley JA, Sanchez Y, Penrod JR, Goldman D. Survey results show that adults are willing to pay higher insurance premiums for generous coverage of specialty drugs. Health Aff (Millwood). 2012 Apr; 31(4):683-90. PMID: 22492884.
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      79. Philipson T, Eber M, Lakdawalla DN, Corral M, Conti R, Goldman D. An analysis of whether higher health care spending in the United States versus Europe is 'worth it' in the case of cancer. Health Aff (Millwood). 2012 Apr; 31(4):667-75. PMID: 22492882; PMCID: PMC3829769.
      80. Seabury SA, Goldman D, Maclean JR, Penrod JR, Lakdawalla DN. Patients value metastatic cancer therapy more highly than is typically shown through traditional estimates. Health Aff (Millwood). 2012 Apr; 31(4):691-9. PMID: 22492885.
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      81. Karaca-Mandic P, Jena AB, Joyce GF, Goldman D. Out-of-pocket medication costs and use of medications and health care services among children with asthma. JAMA. 2012 Mar 28; 307(12):1284-91. PMID: 22453569; PMCID: PMC3754900.
      82. Huckfeldt PJ, Meeker D, Peters A, Guterman JJ, Diaz G, Goldman D. Diabetes management for low-income patients in Los Angeles: two strategies improved disease control in the short term. Health Aff (Millwood). 2012 Jan; 31(1):168-76. PMID: 22232107; PMCID: PMC3883628.
      83. Jena AB, Goldman D, Foster SE, Califano JA. Prescription medication abuse and illegitimate internet-based pharmacies. Ann Intern Med. 2011 Dec 20; 155(12):848-50. PMID: 22184692.
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      84. Joyce GF, Carrera MP, Goldman D, Sood N. Physician prescribing behavior and its impact on patient-level outcomes. Am J Manag Care. 2011 Dec 01; 17(12):e462-71. PMID: 22216870; PMCID: PMC3782257.
      85. Vogt WB, Joyce G, Xia J, Dirani R, Wan G, Goldman D. Medicaid cost control measures aimed at second-generation antipsychotics led to less use of all antipsychotics. Health Aff (Millwood). 2011 Dec; 30(12):2346-54. PMID: 22147863; PMCID: PMC3883626.
      86. Chernew M, Goldman D, Axeen S. How much savings can we wring from Medicare? N Engl J Med. 2011 Oct 06; 365(14):e29. PMID: 21991979.
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      87. Hackbarth AD, Romley JA, Goldman D. Racial and ethnic disparities in hospital care resulting from air pollution in excess of federal standards. Soc Sci Med. 2011 Oct; 73(8):1163-8. PMID: 21893376.
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      88. Michaud PC, Goldman D, Lakdawalla D, Gailey A, Zheng Y. Differences in health between Americans and Western Europeans: Effects on longevity and public finance. Soc Sci Med. 2011 Jul; 73(2):254-63. PMID: 21719178; PMCID: PMC3383030.
      89. Jena AB, Goldman D. Growing Internet use may help explain the rise in prescription drug abuse in the United States. Health Aff (Millwood). 2011 Jun; 30(6):1192-9. PMID: 21565838; PMCID: PMC3884823.
      90. Goldman D, Joyce GF, Vogt WB. Part D Formulary and Benefit Design as a Risk-Steering Mechanism. Am Econ Rev. 2011 May; 101(3):382-386. PMID: 25067840.
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      91. Goldman D, Smith JP. The increasing value of education to health. Soc Sci Med. 2011 May; 72(10):1728-37. PMID: 21555176; PMCID: PMC3119491.
      92. Jena AB, Goldman D, Joyce G. Association between the birth of twins and parental divorce. Obstet Gynecol. 2011 Apr; 117(4):892-7. PMID: 21422862; PMCID: PMC3069855.
      93. Goldman D, Zissimopoulos J, Lu Y. Medical Expenditure Measures in the Health and Retirement Study. Forum Health Econ Policy. 2011 Apr 01; 14(3):4. PMID: 24049512.
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      94. Romley JA, Jena AB, Goldman D. Hospital spending and inpatient mortality: evidence from California: an observational study. Ann Intern Med. 2011 Feb 01; 154(3):160-7. PMID: 21282695; PMCID: PMC3782295.
      95. Baicker K, Goldman D. Patient cost-sharing and healthcare spending growth. J Econ Perspect. 2011; 25(2):47-68. PMID: 21595325.
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      96. Goldman D, Lakdawalla DN, Malkin JD, Romley J, Philipson T. The benefits from giving makers of conventional 'small molecule' drugs longer exclusivity over clinical trial data. Health Aff (Millwood). 2011 Jan; 30(1):84-90. PMID: 21209443; PMCID: PMC3804334.
      97. Romley JA, Goldman D. How costly is hospital quality? A revealed-preference approach. J Ind Econ. 2011; 59(4):578-608. PMID: 22299199; PMCID: PMC3989349.
      98. Goldman D, Vaiana M, Romley JA. The emerging importance of patient amenities in hospital care. N Engl J Med. 2010 Dec 02; 363(23):2185-7. PMID: 21121830; PMCID: PMC4023463.
      99. Antos J, Bertko J, Chernew M, Cutler D, de Brantes F, Goldman D, Kocher B, McClellan M, McGlynn E, Pauly M, Shortell S. Bending the curve through health reform implementation. Am J Manag Care. 2010 Nov; 16(11):804-12. PMID: 21348552.
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      100. Meeker D, Joyce GF, Malkin J, Teutsch SM, Haddix AC, Goldman D. Coverage and preventive screening. Health Serv Res. 2011 Feb; 46(1 Pt 1):173-84. PMID: 21029084; PMCID: PMC3034268.
      101. Karaca-Mandic P, Joyce GF, Goldman D, Laouri M. Cost sharing, family health care burden, and the use of specialty drugs for rheumatoid arthritis. Health Serv Res. 2010 Oct; 45(5 Pt 1):1227-50. PMID: 20831715; PMCID: PMC2965502.
      102. Goldman D, Lakdawalla D, Philipson TJ, Yin W. Valuing health technologies at NICE: recommendations for improved incorporation of treatment value in HTA. Health Econ. 2010 Oct; 19(10):1109-16. PMID: 20842680.
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      103. Jena AB, Goldman D, Kamdar A, Lakdawalla DN, Lu Y. Sexually transmitted diseases among users of erectile dysfunction drugs: analysis of claims data. Ann Intern Med. 2010 Jul 06; 153(1):1-7. PMID: 20621899; PMCID: PMC3673772.
      104. Lakdawalla DN, Sun EC, Jena AB, Reyes CM, Goldman D, Philipson TJ. An economic evaluation of the war on cancer. J Health Econ. 2010 May; 29(3):333-46. PMID: 20363520.
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      105. Smith JP, Goldman D. Can patient self-management explain the health gradient? Goldman and Smith (2002) revisited: a response to Maitra. Soc Sci Med. 2010 Mar 01; 70(6):813-5. PMID: 20661311; PMCID: PMC2908910.
      106. Perlroth DJ, Goldman D, Garber AM. The potential impact of comparative effectiveness research on U.S. health care expenditures. Demography. 2010; 47 Suppl:S173-90. PMID: 21302424.
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      107. Olshansky SJ, Goldman D, Zheng Y, Rowe JW. Aging in America in the twenty-first century: demographic forecasts from the MacArthur Foundation Research Network on an Aging Society. Milbank Q. 2009 Dec; 87(4):842-62. PMID: 20021588; PMCID: PMC2888016.
      108. Goldman D, Jena AB, Lakdawalla DN, Malin JL, Malkin JD, Sun E. The value of specialty oncology drugs. Health Serv Res. 2010 Feb; 45(1):115-32. PMID: 19878344; PMCID: PMC2813440.
      109. Antos J, Bertko J, Chernew M, Cutler D, Goldman D, McClellan M, McGlynn E, Pauly M, Schaeffer L, Shortell S. Bending the curve: effective steps to address long-term healthcare spending growth. Am J Manag Care. 2009 Oct; 15(10):676-80. PMID: 19845419.
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      110. Bhattacharya J, Goldman D, Sood N. MARKET EVIDENCE OF MISPERCEIVED MORTALITY RISK. J Econ Behav Organ. 2009 Oct 01; 72(1):451-462. PMID: 23606779.
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      111. Goldman D, Zheng Y, Girosi F, Michaud PC, Olshansky SJ, Cutler D, Rowe JW. The benefits of risk factor prevention in Americans aged 51 years and older. Am J Public Health. 2009 Nov; 99(11):2096-101. PMID: 19762651; PMCID: PMC2759785.
      112. Joyce GF, Goldman D, Vogt WB, Sun E, Jena AB. Medicare part D after 2 years. Am J Manag Care. 2009 Aug; 15(8):536-44. PMID: 19670957; PMCID: PMC3767434.
      113. Solomon MD, Goldman D, Joyce GF, Escarce JJ. Cost sharing and the initiation of drug therapy for the chronically ill. Arch Intern Med. 2009 Apr 27; 169(8):740-8; discussion 748-9. PMID: 19398684; PMCID: PMC3875311.
      114. Arrow K, Auerbach A, Bertko J, Brownlee S, Casalino LP, Cooper J, Crosson FJ, Enthoven A, Falcone E, Feldman RC, Fuchs VR, Garber AM, Gold MR, Goldman D, Hadfield GK, Hall MA, Horwitz RI, Hooven M, Jacobson PD, Jost TS, Kotlikoff LJ, Levin J, Levine S, Levy R, Linscott K, Luft HS, Mashal R, McFadden D, Mechanic D, Meltzer D, Newhouse JP, Noll RG, Pietzsch JB, Pizzo P, Reischauer RD, Rosenbaum S, Sage W, Schaeffer LD, Sheen E, Silber BM, Skinner J, Shortell SM, Thier SO, Tunis S, Wulsin L, Yock P, Nun GB, Bryan S, Luxenburg O, van de Ven WP. Toward a 21st-century health care system: recommendations for health care reform. Ann Intern Med. 2009 Apr 07; 150(7):493-5. PMID: 19258550.
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      115. Sood N, de Vries H, Gutierrez I, Lakdawalla DN, Goldman D. The effect of regulation on pharmaceutical revenues: experience in nineteen countries. Health Aff (Millwood). 2009 Jan-Feb; 28(1):w125-37. PMID: 19088100; PMCID: PMC3829766.
      116. Lakdawalla DN, Goldman D, Michaud PC, Sood N, Lempert R, Cong Z, de Vries H, Gutierrez I. U.S. pharmaceutical policy in a global marketplace. Health Aff (Millwood). 2009 Jan-Feb; 28(1):w138-50. PMID: 19088101; PMCID: PMC3804349.
      117. Joyce GF, Goldman D, Karaca-Mandic P, Lawless GD. Impact of specialty drugs on the use of other medical services. Am J Manag Care. 2008 Dec; 14(12):821-8. PMID: 19067499; PMCID: PMC3767569.
      118. Ruelas V, Roybal GM, Lu Y, Goldman D, Peters A. Clinical and behavioral correlates of achieving and maintaining glycemic targets in an underserved population with type 2 diabetes. Diabetes Care. 2009 Jan; 32(1):54-6. PMID: 18931097; PMCID: PMC2606830.
      119. Goldman D, Joyce GF. Medicare Part D: a successful start with room for improvement. JAMA. 2008 Apr 23; 299(16):1954-5. PMID: 18430916; PMCID: PMC3767428.
      120. Shang B, Goldman D. Does age or life expectancy better predict health care expenditures? Health Econ. 2008 Apr; 17(4):487-501. PMID: 17935199.
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      121. Goldman D, Jena AB, Philipson T, Sun E. Drug licenses: a new model for pharmaceutical pricing. Health Aff (Millwood). 2008 Jan-Feb; 27(1):122-9. PMID: 18180487; PMCID: PMC3756826.
      122. Garber A, Goldman D, Jena AB. The promise of health care cost containment. Health Aff (Millwood). 2007 Nov-Dec; 26(6):1545-7. PMID: 17978370.
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      123. Joyce GF, Goldman D, Karaca-Mandic P, Zheng Y. Pharmacy benefit caps and the chronically ill. Health Aff (Millwood). 2007 Sep-Oct; 26(5):1333-44. PMID: 17848444.
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      124. Buntin MB, Escarce JJ, Goldman D. Use of physicians' services for Medicare beneficiaries. N Engl J Med. 2007 Aug 09; 357(6):618; author reply 618-9. PMID: 17691130.
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      125. Goldman D, Joyce GF, Zheng Y. Prescription drug cost sharing: associations with medication and medical utilization and spending and health. JAMA. 2007 Jul 04; 298(1):61-9. PMID: 17609491.
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      126. Kilgore ML, Goldman D. Drug costs and out-of-pocket spending in cancer clinical trials. Contemp Clin Trials. 2008 Jan; 29(1):1-8. PMID: 17544339.
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      127. Goldman D, Smith JP, Sood N. Immigrants and the cost of medical care. Health Aff (Millwood). 2006 Nov-Dec; 25(6):1700-11. PMID: 17102196.
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      128. Goldman D, Joyce GF, Lawless G, Crown WH, Willey V. Benefit design and specialty drug use. Health Aff (Millwood). 2006 Sep-Oct; 25(5):1319-31. PMID: 16966729.
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      129. Goldman D, Sood N. Rising medicare costs: are we in crisis? Health Aff (Millwood). 2006 Sep-Oct; 25(5):w389-90; discussion w391-2. PMID: 16926181.
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      130. Bhattacharya J, Goldman D, McCaffrey D. Estimating probit models with self-selected treatments. Stat Med. 2006 Feb 15; 25(3):389-413. PMID: 16382420.
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      131. Goldman D, Joyce GF, Karaca-Mandic P. Varying pharmacy benefits with clinical status: the case of cholesterol-lowering therapy. Am J Manag Care. 2006 Jan; 12(1):21-8. PMID: 16402885.
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      132. Goldman D, Smith JP, Sood N. Legal status and health insurance among immigrants. Health Aff (Millwood). 2005 Nov-Dec; 24(6):1640-53. PMID: 16284039.
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      133. Joyce GF, Goldman D, Leibowitz AA, Alpert A, Bao Y. A socioeconomic profile of older adults with HIV. J Health Care Poor Underserved. 2005 Feb; 16(1):19-28. PMID: 15741706.
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      134. Bhattacharya J, Shang B, Su CK, Goldman D. Technological advances in cancer and future spending by the elderly. Health Aff (Millwood). 2005; 24 Suppl 2:W5R53-66. PMID: 16186151.
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      135. Joyce GF, Keeler EB, Shang B, Goldman D. The lifetime burden of chronic disease among the elderly. Health Aff (Millwood). 2005; 24 Suppl 2:W5R18-29. PMID: 16186148.
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      136. Lakdawalla DN, Goldman D, Shang B. The health and cost consequences of obesity among the future elderly. Health Aff (Millwood). 2005; 24 Suppl 2:W5R30-41. PMID: 16186149.
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      137. Goldman D, Joyce GF. Moving towards better formulary management. Am J Manag Care. 2005 Jan; 11(1):13-4. PMID: 15697095.
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      138. Shekelle PG, Ortiz E, Newberry SJ, Rich MW, Rhodes SL, Brook RH, Goldman D. Identifying potential health care innovations for the future elderly. Health Aff (Millwood). 2005; 24 Suppl 2:W5R67-76. PMID: 16186152.
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      139. Goldman D, Shang B, Bhattacharya J, Garber AM, Hurd M, Joyce GF, Lakdawalla DN, Panis C, Shekelle PG. Consequences of health trends and medical innovation for the future elderly. Health Aff (Millwood). 2005; 24 Suppl 2:W5R5-17. PMID: 16186147.
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      140. Chernew ME, Goldman D, Pan F, Shang B. Disability and health care spending among medicare beneficiaries. Health Aff (Millwood). 2005; 24 Suppl 2:W5R42-52. PMID: 16186150.
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      141. Goldman D, Bao Y. Effective HIV treatment and the employment of HIV(+) adults. Health Serv Res. 2004 Dec; 39(6 Pt 1):1691-712. PMID: 15533182; PMCID: PMC1361093.
      142. Goldman D, Joyce GF, Escarce JJ, Pace JE, Solomon MD, Laouri M, Landsman PB, Teutsch SM. Pharmacy benefits and the use of drugs by the chronically ill. JAMA. 2004 May 19; 291(19):2344-50. PMID: 15150206.
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      143. Bhattacharya J, Cutler DM, Goldman D, Hurd MD, Joyce GF, Lakdawalla DN, Panis CW, Shang B. Disability forecasts and future Medicare costs. Front Health Policy Res. 2004; 7:75-94. PMID: 15612336.
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      144. Goldman D, Leibowitz AA, Robalino DA. Employee responses to health insurance premium increases. Am J Manag Care. 2004 Jan; 10(1):41-7. PMID: 14738186.
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      145. Lakdawalla DN, Bhattacharya J, Goldman D. Are the young becoming more disabled? Health Aff (Millwood). 2004 Jan-Feb; 23(1):168-76. PMID: 15002639.
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      146. Malkin JD, Goldman D, Joyce GF. The changing face of pharmacy benefit design. Health Aff (Millwood). 2004 Jan-Feb; 23(1):194-9. PMID: 15002642.
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      147. Buntin MJ, Escarcé JJ, Goldman D, Kan H, Laugesen MJ, Shekelle P. Increased Medicare expenditures for physicians' services: what are the causes? Inquiry. 2004; 41(1):83-94. PMID: 15224962.
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      148. Bui AA, Taira RK, Goldman D, Dionisio JD, Aberle DR, El-Saden S, Sayre J, Rice T, Kangarloo H. Effect of an imaging-based streamlined electronic healthcare process on quality and costs. Acad Radiol. 2004 Jan; 11(1):13-20. PMID: 14746397.
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      149. Bhattacharya J, Goldman D, Sood N. The link between public and private insurance and HIV-related mortality. J Health Econ. 2003 Nov; 22(6):1105-22. PMID: 14604563.
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      150. Goldman D, Berry SH, McCabe MS, Kilgore ML, Potosky AL, Schoenbaum ML, Schonlau M, Weeks JC, Kaplan R, Escarce JJ. Incremental treatment costs in national cancer institute-sponsored clinical trials. JAMA. 2003 Jun 11; 289(22):2970-7. PMID: 12799405.
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      151. Goldman D, Zissimopoulos JM. High out-of-pocket health care spending by the elderly. Health Aff (Millwood). 2003 May-Jun; 22(3):194-202. PMID: 12757285.
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      152. Lewis JH, Kilgore ML, Goldman D, Trimble EL, Kaplan R, Montello MJ, Housman MG, Escarce JJ. Participation of patients 65 years of age or older in cancer clinical trials. J Clin Oncol. 2003 Apr 01; 21(7):1383-9. PMID: 12663731.
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      153. Lakdawalla D, Bhattacharya J, Goldman D. A response to the points by Manton and Williamson. Med Care. 2003 Jan; 41(1):28-31. PMID: 12544541.
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      154. Goldman D, Leibowitz AA, Joyce GF, Fleishman JA, Bozzette SA, Duan N, Shapiro MF. Insurance status of HIV-infected adults in the post-HAART era: evidence from the United States. Appl Health Econ Health Policy. 2003; 2(2):85-90. PMID: 14619279.
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      155. Lakdawalla D, Goldman D, Bhattacharya J, Hurd MD, Joyce GF, Panis CW. Forecasting the nursing home population. Med Care. 2003 Jan; 41(1):8-20. PMID: 12544538.
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      156. Joyce GF, Escarce JJ, Solomon MD, Goldman D. Employer drug benefit plans and spending on prescription drugs. JAMA. 2002 Oct 09; 288(14):1733-9. PMID: 12365957.
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      157. Goldman D, Smith JP. Can patient self-management help explain the SES health gradient? Proc Natl Acad Sci U S A. 2002 Aug 06; 99(16):10929-34. PMID: 12140364; PMCID: PMC125075.
      158. Goldman D, Lakdawalla D. A new method for determining patient payments for outpatient drugs. Am J Manag Care. 2002 Feb; 8(2):125, 128, 130. PMID: 11853200.
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