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Hackl CM, Lee WC, Sallam HS, Jneid H, Campbell KM, Serag H. Racial Disparities in Selected Complications and Comorbidities among People with Type 2 Diabetes. Healthcare (Basel) 2024; 12:846. [PMID: 38667608 PMCID: PMC11050140 DOI: 10.3390/healthcare12080846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 04/10/2024] [Accepted: 04/13/2024] [Indexed: 04/28/2024] Open
Abstract
Type 2 diabetes (T2D) is a growing public health concern, disproportionately impacting racial and ethnic minorities. Assessing disparities is the first step towards achieving the translation goal to reduce disparities in diabetes outcomes, according to the Centers for Disease Control and Prevention (CDC)'s Division of Diabetes. We analyzed the data of patients (18+ years) diagnosed with T2D between 1 January 2012 and 31 March 2017, using the electronic health records of the University of Texas Medical Branch at Galveston. We compared the crude rate and age-standardized rate (using direct method) of selected micro- and macrovascular complication rates, associated obesity, and insulin dependence among racial and ethnic groups. Our sample included 20,680 patients who made 394,106 visits (9922 non-Hispanic White patients, 4698 non-Hispanic Black patients, and 6060 Hispanic patients). Our results suggest a higher risk of acquiring macrovascular (hypertension, ischemic disease, and stroke) and microvascular (renal, ophthalmic, and neurological) complications in Black patients compared to non-Hispanic White and Hispanic patients. The rates of stage I or II obesity were higher in Black patients compared with White and Hispanic patients. The rates of insulin use rather than oral hypoglycemics were also higher in Black patients than White and Hispanic patients. The disparities in terms of the higher susceptibility to complications among Black patients are possibly linked to the socioeconomic disadvantages of this population, leading to poorer management. Prevention strategies are warranted to reduce the incidence of T2D complications in racial minorities.
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Affiliation(s)
- Caitlin M. Hackl
- John Sealy School of Medicine (JSSM), University of Texas Medical Branch (UTMB), Galveston, TX 77555, USA;
| | - Wei-Chen Lee
- Department of Family Medicine, John Sealy School of Medicine (JSSM), University of Texas Medical Branch (UTMB), Galveston, TX 77555, USA; (W.-C.L.); (K.M.C.)
| | - Hanaa S. Sallam
- Department of Internal Medicine, Division of Endocrinology, John Sealy School of Medicine (JSSM), University of Texas Medical Branch (UTMB), Galveston, TX 77555, USA;
- Department of Medical Physiology, Faculty of Medicine, Suez Canal University, Ismailia 41522, Egypt
| | - Hani Jneid
- Department of Internal Medicine, Division of Cardiology, John Sealy School of Medicine (JSSM), University of Texas Medical Branch (UTMB), Galveston, TX 77555, USA;
| | - Kendall M. Campbell
- Department of Family Medicine, John Sealy School of Medicine (JSSM), University of Texas Medical Branch (UTMB), Galveston, TX 77555, USA; (W.-C.L.); (K.M.C.)
| | - Hani Serag
- Department of Internal Medicine, Division of Endocrinology, John Sealy School of Medicine (JSSM), University of Texas Medical Branch (UTMB), Galveston, TX 77555, USA;
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Dai J, Niu X, Bullock A, Manson SM, O’Connell J, Jiang L. Prevalence of Diagnosed Type 1 and Type 2 Diabetes Among American Indian and Alaska Native Peoples in 2012-2013. Diabetes Care 2024; 47:e1-e3. [PMID: 37953641 PMCID: PMC10733645 DOI: 10.2337/dc23-0930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 09/04/2023] [Indexed: 11/14/2023]
Affiliation(s)
- Jiahui Dai
- Department of Epidemiology and Biostatistics, Program in Public Health, University of California, Irvine, Irvine, CA
| | - Xiaoyi Niu
- Department of Epidemiology and Biostatistics, Program in Public Health, University of California, Irvine, Irvine, CA
| | - Ann Bullock
- Division of Diabetes Treatment and Prevention, Indian Health Service, Rockville, MD
| | - Spero M. Manson
- Centers for American Indian and Alaska Native Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Joan O’Connell
- Centers for American Indian and Alaska Native Health, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO
| | - Luohua Jiang
- Department of Epidemiology and Biostatistics, Program in Public Health, University of California, Irvine, Irvine, CA
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Johnson PT, Conway SJ, Berkowitz SA, Arbab-Zadeh A, Riley LH, Gilotra N, Mathioudakis NN, Feldman L, Pahwa AK. Transforming Health Care from Volume to Value: A Health System Implementation Road Map. Am J Med 2023; 136:763-767. [PMID: 37156348 PMCID: PMC10526882 DOI: 10.1016/j.amjmed.2023.04.030] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 04/18/2023] [Accepted: 04/24/2023] [Indexed: 05/10/2023]
Affiliation(s)
- Pamela T Johnson
- Russell H. Morgan Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD; Office of Medical Affairs, Johns Hopkins Health System, Baltimore, MD.
| | - Sarah J Conway
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Scott A Berkowitz
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Armin Arbab-Zadeh
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Lee H Riley
- Department of Orthopedic Surgery, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Nisha Gilotra
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Leonard Feldman
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Amit K Pahwa
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
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Herman WH, Schillinger D. Rethinking diabetes in the United States. Front Endocrinol (Lausanne) 2023; 14:1185719. [PMID: 37396183 PMCID: PMC10310945 DOI: 10.3389/fendo.2023.1185719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 05/30/2023] [Indexed: 07/04/2023] Open
Abstract
Despite the availability of effective medical treatments, the diabetes epidemic has accelerated in the United States, efforts to translate treatments into routine clinical practice have stalled, and health inequities have persisted. The National Clinical Care Commission (NCCC) was established by the Congress to make recommendations to better leverage federal policies and programs to more effectively prevent and control diabetes and its complications. The NCCC developed a guiding framework that incorporated elements of the Socioecological and Chronic Care Models. It gathered information from both health-related and non-health-related federal agencies, held 12 public meetings, solicited public comments, met with interested parties and key informants, and performed comprehensive literature reviews. The final report of the NCCC was transmitted to the Congress in January 2022. It called for a rethinking of the problem of diabetes in the United States, including the recognition that the lack of progress is due to a failure to confront diabetes as both a complex societal problem as well as a biomedical problem. To prevent and control diabetes, public policies and programs must be aligned to address both social and environmental determinants of health and health care delivery as they impact diabetes. In this article, we discuss the findings and recommendations of the NCCC as they relate to the social and environmental factors that influence the risk of type 2 diabetes and argue that the prevention and control of type 2 diabetes in the U.S. must begin with concrete population-level interventions to address social and environmental determinants of health.
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Affiliation(s)
- William H. Herman
- Department of Internal Medicine, Division of Metabolism, Endocrinology, and Diabetes, University of Michigan, Ann Arbor, MI, United States
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, United States
| | - Dean Schillinger
- San Francisco General Hospital, University of California San Francisco School of Medicine, San Francisco, CA, United States
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He L, Zheng W, Li Z, Chen L, Kong W, Zeng T. J-shape relationship between normal fasting plasma glucose and risk of type 2 diabetes in the general population: results from two cohort studies. J Transl Med 2023; 21:175. [PMID: 36872318 PMCID: PMC9985867 DOI: 10.1186/s12967-023-04006-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 02/16/2023] [Indexed: 03/07/2023] Open
Abstract
BACKGROUND Previous studies have reported that high fasting plasma glucose (FPG), even that within the normal range, is associated with the risk of type 2 diabetes (T2D). Nevertheless, these findings are limited to specific populations. Thus, studies in the general population are imperative. METHODS This study included two cohorts comprising 204 640 individuals who underwent physical examinations at the Rich Healthcare Group present at 32 locations in 11 cities of China from 2010 to 2016 and 15 464 individuals who underwent physical tests at the Murakami Memorial Hospital in Japan. Cox regression, restricted cubic spline (RCS), Kaplan-Meier (KM) curves, and subgroup analysis were used to determine the relationship between FPG and T2D. Receiver operating characteristic (ROC) curves were used to evaluate the predictive power of FPG for T2D. RESULTS The mean age of the 220 104 participants (204 640 Chinese and 15 464 Japanese participants) was 41.8 years (41.7 years for the Chinese and 43.7 years for the Japanese participants). During follow-up, 2611 individuals developed T2D (2238 Chinese and 373 Japanese participants). The RCS demonstrated a J-shaped relationship between FPG and T2D risk, with inflexion points of 4.5 and 5.2 for the Chinese and Japanese populations, respectively. Multivariate-adjusted hazard ratio (HR) was 7.75 for FPG and T2D risk after the inflexion point (7.3 for Chinese and 21.13 for Japanese participants). CONCLUSIONS In general Chinese and Japanese populations, the normal baseline FPG range showed a J-shaped relationship with the risk of T2D. Baseline FPG levels help identify individuals at high risk of T2D and may enable early primary prevention to improve their outcomes.
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Affiliation(s)
- Linfeng He
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Key Laboratory of Metabolic Abnormalities and Vascular Aging, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Wenbin Zheng
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Key Laboratory of Metabolic Abnormalities and Vascular Aging, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Zeyu Li
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Key Laboratory of Metabolic Abnormalities and Vascular Aging, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Lu Chen
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Key Laboratory of Metabolic Abnormalities and Vascular Aging, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Wen Kong
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Huazhong University of Science and Technology, Wuhan, Hubei, China.,Hubei Key Laboratory of Metabolic Abnormalities and Vascular Aging, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Tianshu Zeng
- Department of Endocrinology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China. .,Hubei Provincial Clinical Research Center for Diabetes and Metabolic Disorders, Huazhong University of Science and Technology, Wuhan, Hubei, China. .,Hubei Key Laboratory of Metabolic Abnormalities and Vascular Aging, Huazhong University of Science and Technology, Wuhan, Hubei, China.
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Conlin PR, Boltri JM, Bullock A, Greenlee MC, Lopata AM, Powell C, Schillinger D, Tracer H, Herman WH. The National Clinical Care Commission Report to Congress: Summary and Next Steps. Diabetes Care 2023; 46:e60-e63. [PMID: 36701591 PMCID: PMC9887605 DOI: 10.2337/dc22-0622] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 11/02/2022] [Indexed: 01/27/2023]
Abstract
The U.S. is experiencing an epidemic of type 2 diabetes. Socioeconomically disadvantaged and certain racial and ethnic groups experience a disproportionate burden from diabetes and are subject to disparities in treatment and outcomes. The National Clinical Care Commission (NCCC) was charged with making recommendations to leverage federal policies and programs to more effectively prevent and control diabetes and its complications. The NCCC determined that diabetes cannot be addressed simply as a medical problem but must also be addressed as a societal problem requiring social, clinical, and public health policy solutions. As a result, the NCCC's recommendations address policies and programs of both non-health-related and health-related federal agencies. The NCCC report, submitted to the U.S. Congress on 6 January 2022, makes 39 specific recommendations, including three foundational recommendations that non-health-related and health-related federal agencies coordinate their activities to better address diabetes, that all federal agencies and departments ensure that health equity is a guiding principle for their policies and programs that impact diabetes, and that all Americans have access to comprehensive and affordable health care. Specific recommendations are also made to improve general population-wide policies and programs that impact diabetes risk and control, to increase awareness and prevention efforts among those at high risk for type 2 diabetes, and to remove barriers to access to effective treatments for diabetes and its complications. Finally, the NCCC recommends that an Office of National Diabetes Policy be established to coordinate the activities of health-related and non-health-related federal agencies to address diabetes prevention and treatment. The NCCC urges Congress and the Secretary of Health and Human Services to implement these recommendations to protect the health and well-being of the more than 130 million Americans at risk for and living with diabetes.
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Affiliation(s)
- Paul R. Conlin
- Department of Veterans Affairs Boston Healthcare System, Boston, MA
- Harvard Medical School, Boston, MA
| | | | - Ann Bullock
- Division of Diabetes Treatment and Prevention, Indian Health Service, Rockville, MD
| | | | - Aaron M. Lopata
- Maternal and Child Health Bureau, Health Resources and Services Administration, Rockville, MD
| | - Clydette Powell
- School of Medicine and Health Services, George Washington University, Washington, DC
| | - Dean Schillinger
- University of California San Francisco and San Francisco General Hospital, San Francisco, CA
| | - Howard Tracer
- Agency for Healthcare Research and Quality, Department of Health and Human Services, Rockville, MD
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Herman WH, Schillinger D, Bolen S, Boltri JM, Bullock A, Chong W, Conlin PR, Cook JW, Dokun A, Fukagawa N, Gonzalvo J, Greenlee MC, Hawkins M, Idzik S, Leake E, Linder B, Lopata AM, Schumacher P, Shell D, Strogatz D, Towne J, Tracer H, Wu S. The National Clinical Care Commission Report to Congress: Recommendations to Better Leverage Federal Policies and Programs to Prevent and Control Diabetes. Diabetes Care 2023; 46:255-261. [PMID: 36701592 PMCID: PMC9887614 DOI: 10.2337/dc22-1587] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 11/01/2022] [Indexed: 01/27/2023]
Abstract
The National Clinical Care Commission (NCCC) was established by Congress to make recommendations to leverage federal policies and programs to more effectively prevent and treat diabetes and its complications. The NCCC developed a guiding framework that incorporated elements of the Socioecological and Chronic Care Models. It surveyed federal agencies and conducted follow-up meetings with representatives from 10 health-related and 11 non-health-related federal agencies. It held 12 public meetings, solicited public comments, met with numerous interested parties and key informants, and performed comprehensive literature reviews. The final report, transmitted to Congress in January 2022, contained 39 specific recommendations, including 3 foundational recommendations that addressed the necessity of an all-of-government approach to diabetes, health equity, and access to health care. At the general population level, the NCCC recommended that the federal government adopt a health-in-all-policies approach so that the activities of non-health-related federal agencies that address agriculture, food, housing, transportation, commerce, and the environment be coordinated with those of health-related federal agencies to affirmatively address the social and environmental conditions that contribute to diabetes and its complications. For individuals at risk for type 2 diabetes, including those with prediabetes, the NCCC recommended that federal policies and programs be strengthened to increase awareness of prediabetes and the availability of, referral to, and insurance coverage for intensive lifestyle interventions for diabetes prevention and that data be assembled to seek approval of metformin for diabetes prevention. For people with diabetes and its complications, the NCCC recommended that barriers to proven effective treatments for diabetes and its complications be removed, the size and competence of the workforce to treat diabetes and its complications be increased, and new payment models be implemented to support access to lifesaving medications and proven effective treatments for diabetes and its complications. The NCCC also outlined an ambitious research agenda. The NCCC strongly encourages the public to support these recommendations and Congress to take swift action.
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Affiliation(s)
| | - Dean Schillinger
- University of California San Francisco and San Francisco General Hospital, San Francisco, CA
| | - Shari Bolen
- Case Western Reserve at The MetroHealth System, Cleveland, OH
| | - John M. Boltri
- Northeast Ohio Medical University College of Medicine, Rootstown, OH
| | - Ann Bullock
- Division of Diabetes Treatment and Prevention, Indian Health Service, Rockville, MD
| | | | - Paul R. Conlin
- Department of Veterans Affairs Boston Healthcare System, Boston, MA
- Harvard Medical School, Boston, MA
| | | | - Ayotunde Dokun
- Carver School of Medicine, University of Iowa, Iowa City, IA
| | - Naomi Fukagawa
- Beltsville Human Nutrition Research Center, U.S. Department of Agriculture Agricultural Research Service, Beltsville, MD
| | | | | | | | - Shannon Idzik
- School of Nursing, University of Maryland Baltimore, Baltimore, MD
| | - Ellen Leake
- International Board of Directors, Juvenile Diabetes Research Foundation, Jackson, MS
| | - Barbara Linder
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Aaron M. Lopata
- Maternal and Child Health Bureau, Health Resources and Services Administration, Rockville, MD
| | - Pat Schumacher
- Centers for Disease Control and Prevention, Department of Health and Human Services, Atlanta, GA
| | | | | | - Jana Towne
- Division of Diabetes Treatment and Prevention, Indian Health Service, Rockville, MD
| | - Howard Tracer
- Agency for Healthcare Research and Quality, Department of Health and Human Services, Rockville, MD
| | - Samuel Wu
- Office of Minority Health, Department of Health and Human Service, Rockville, MD
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Herman WH, Bullock A, Boltri JM, Conlin PR, Greenlee MC, Lopata AM, Powell C, Tracer H, Schillinger D. The National Clinical Care Commission Report to Congress: Background, Methods, and Foundational Recommendations. Diabetes Care 2023; 46:e14-e23. [PMID: 36701594 PMCID: PMC9887619 DOI: 10.2337/dc22-0611] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2022] [Accepted: 11/01/2022] [Indexed: 01/27/2023]
Abstract
Since the first Federal Commission on Diabetes issued its report in 1975, the diabetes epidemic in the U.S. has accelerated, and efforts to translate advances in diabetes treatment into routine clinical practice have stalled. In 2021, the National Clinical Care Commission (NCCC) delivered a report to Congress that provided recommendations to leverage federal policies and programs to more effectively prevent and treat diabetes and its complications. In the five articles in this series, we present the NCCC's evidence-based recommendations to 1) reduce diabetes-related risks, prevent type 2 diabetes, and avert diabetes complications through changes in federal policies and programs affecting the general population; 2) prevent type 2 diabetes in at-risk individuals through targeted lifestyle and medication interventions; and 3) improve the treatment of diabetes and its complications to improve the health outcomes of people with diabetes. In this first article, we review the successes and limitations of previous federal efforts to combat diabetes. We then describe the establishment of and charge to the NCCC. We discuss the development of a hybrid conceptual model that guided the NCCC's novel all-of-government approach to address diabetes as both a societal and medical problem. We then review the procedures used by the NCCC to gather information from federal agencies, stakeholders, key informants, and the public and to conduct literature reviews. Finally, we review the NCCC's three foundational recommendations: 1) improve the coordination of non-health-related and health-related federal agencies to address the social and environmental conditions that are accelerating the diabetes epidemic; 2) ensure that all Americans at risk for and with diabetes have health insurance and access to health care; and 3) ensure that all federal policies and programs promote health equity in diabetes.
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Affiliation(s)
| | - Ann Bullock
- Division of Diabetes Treatment and Prevention, Indian Health Service, Rockville, MD
| | | | - Paul R. Conlin
- Department of Veterans Affairs Boston Healthcare System, Boston, MA
- Harvard Medical School, Boston, MA
| | | | - Aaron M. Lopata
- Maternal and Child Health Bureau, Health Resources and Services Administration, Rockville, MD
| | - Clydette Powell
- School of Medicine and Health Services, George Washington University, Washington, DC
| | - Howard Tracer
- Agency for Healthcare Research and Quality, Department of Health and Human Services, Rockville, MD
| | - Dean Schillinger
- University of California San Francisco School of Medicine and San Francisco General Hospital, San Francisco, CA
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