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Abstract
OBJECTIVE To estimate novel measures of generalist physicians' network connectedness to HIV specialists and their associations with two dimensions of HIV quality of care. DATA SOURCES Medicare and Medicaid claims and the American Medical Association Masterfile data on people living with HIV (PLWH) and the physicians providing their HIV care in California between 2007 and 2010. STUDY DESIGN I construct regional patient-sharing physician networks from the shared treatment of PLWH and calculate (a) measures of network connectedness to all physician types and (b) specialty-weighted measures to describe connectedness to HIV specialists. Two HIV quality of care outcomes are then evaluated: medication quality (prescribing antiretroviral drugs from at least two drug classes) and monitoring quality (at least two annual HIV virus monitoring scans). Linear probability models estimate the associations between network statistics and the two dimensions of HIV quality of care, and a policy simulation demonstrates the importance of these statistical relationships. These analyses include 16 124 PLWH, 3240 generalists, and 1031 HIV specialists. DATA COLLECTION/EXTRACTION METHODS PLWH are identified from claims for patients with any indication of HIV using an existing algorithm from the literature. PRINCIPAL FINDINGS Generalists' network connectedness to HIV specialists is positively related with their own HIV medication quality; one additional HIV specialist connection is associated with a 1.46 percentage point (SE 0.42, P < .01) increase in generalist's medication quality. Based on the estimated associations, a simulated policy that increases connectedness between generalists and HIV specialists reduces the annual rate of HIV infections by up to 6%, roughly 290 fewer infections per year. Only network connectedness to all physician types is associated with improved monitoring quality. CONCLUSIONS Network connectedness to HIV specialists is positively associated with generalists' HIV medication quality, which suggests that specialists provide clinical support through patient-sharing for complex treatment protocol.
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Affiliation(s)
- Chad Stecher
- College of Health Solutions, Arizona State University, Phoenix, Arizona, USA
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2
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Wiewel EW, Borrell LN, Jones HE, Maroko AR, Torian LV. Healthcare facility characteristics associated with achievement and maintenance of HIV viral suppression among persons newly diagnosed with HIV in New York City. AIDS Care 2019; 31:1484-1493. [PMID: 30909714 DOI: 10.1080/09540121.2019.1595517] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Health care facility characteristics have been shown to influence intermediary health outcomes among persons with HIV, but few longitudinal studies of suppression have included these characteristics. We studied the association of these characteristics with the achievement and maintenance of HIV viral suppression among New York City (NYC) residents aged 13 years and older newly diagnosed with HIV between 2006 and 2012. The NYC HIV surveillance registry provided individual and facility data (N = 12,547 persons). Multivariable proportional hazards models estimated the likelihood of individual achievement and maintenance of suppression by type of facility, patient volume, and distance from residence, accounting for facility clustering and for individual-level confounders. Viral suppression was achieved within 12 months by 44% and at a later point by another 29%. Viral suppression occurred at a lower rate in facilities with low HIV patient volume (e.g., 10-24 diagnoses per year vs. ≥75, adjusted hazard ratio [AHR] = 0.87, 95% confidence interval [CI] 0.79-0.95) and in screening/diagnosis sites (vs. hospitals, AHR = 0.86, 95% CI 0.80-0.92). Among persons achieving viral suppression, 18% experienced virologic failure within 12 months and 24% later. Those receiving care at large outpatient facilities or large private practices had a lower rate of virologic failure (e.g., large outpatient facilities vs. large hospitals, AHR = 0.63, 95% CI 0.53-0.75). Achievement and maintenance of viral suppression were associated with facilities with higher HIV-positive caseloads. Some facilities with small caseloads and screening/diagnosis sites may need stronger care or referral systems to help persons with HIV achieve and maintain viral suppression.
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Affiliation(s)
- Ellen W Wiewel
- Division of Disease Control, New York City Department of Health and Mental Hygiene , Long Island City , NY , USA
| | - Luisa N Borrell
- Epidemiology and Biostatistics, City University of New York (CUNY) Graduate School of Public Health and Health Policy , New York , NY , USA
| | - Heidi E Jones
- Epidemiology and Biostatistics, City University of New York (CUNY) Graduate School of Public Health and Health Policy , New York , NY , USA
| | - Andrew R Maroko
- Environmental, Occupational, and Geospatial Health Sciences, City University of New York (CUNY) Graduate School of Public Health and Health Policy , New York , NY , USA
| | - Lucia V Torian
- Division of Disease Control, New York City Department of Health and Mental Hygiene , Long Island City , NY , USA
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Neighborhood Characteristics Associated with Achievement and Maintenance of HIV Viral Suppression Among Persons Newly Diagnosed with HIV in New York City. AIDS Behav 2017; 21:3557-3566. [PMID: 28160107 DOI: 10.1007/s10461-017-1700-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
We investigated the effect of neighborhood characteristics on achievement and maintenance of HIV viral suppression among New York City (NYC) residents aged 13 years and older diagnosed between 2006 and 2012. Individual records from the NYC HIV surveillance registry (n = 12,547) were linked to U.S. Census and American Community Survey data by census tract of residence. Multivariable proportional hazards regression models indicated the likelihood of achievement and maintenance of suppression by neighborhood characteristics including poverty, accounting for neighborhood clustering and for individual characteristics. In adjusted analyses, no neighborhood factors were associated with achievement of suppression. However, residents of high- or very-high-poverty neighborhoods were less likely than residents of low-poverty neighborhoods to maintain suppression. In conclusion, higher neighborhood poverty was associated with lesser maintenance of suppression. Assistance with post-diagnosis retention in care, antiretroviral therapy prescribing, or adherence targeted to residents of higher-poverty neighborhoods may improve maintenance of viral suppression in NYC.
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Practice Bulletin No. 167: Gynecologic Care for Women and Adolescents With Human Immunodeficiency Virus. Obstet Gynecol 2017; 128:e89-e110. [PMID: 27661659 DOI: 10.1097/aog.0000000000001707] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
In the United States in 2013, there were an estimated 226,000 women and adolescents living with human immunodeficiency virus (HIV) infection (1). Women with HIV are living longer, healthier lives, so the need for routine and problem-focused gynecologic care has increased. The purpose of this document is to educate clinicians about basic health screening and care, family planning, prepregnancy care, and managing common gynecologic problems for women and adolescents who are infected with HIV. For information on screening guidelines, refer to the American College of Obstetricians and Gynecologists' Committee Opinion No. 596, Routine Human Immunodeficiency Virus Screening (2).
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Appenheimer AB, Bokhour B, McInnes DK, Richardson KK, Thurman AL, Beck BF, Vaughan-Sarrazin M, Asch SM, Midboe AM, Taylor T, Dvorin K, Gifford AL, Ohl ME. Should Human Immunodeficiency Virus Specialty Clinics Treat Patients With Hypertension or Refer to Primary Care? An Analysis of Treatment Outcomes. Open Forum Infect Dis 2017; 4:ofx005. [PMID: 28480278 DOI: 10.1093/ofid/ofx005] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Accepted: 01/19/2016] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Care for people with human immunodeficiency virus (HIV) increasingly focuses on comorbidities, including hypertension. Evidence indicates that antiretroviral therapy and opportunistic infections are best managed by providers experienced in HIV medicine, but it is unclear how to structure comorbidity care. Approaches include providing comorbidity care in HIV clinics ("consolidated care") or combining HIV care with comorbidity management in primary care clinics ("shared care"). We compared blood pressure (BP) control in HIV clinics practicing consolidated care versus shared care. METHODS We created a national cohort of Veterans with HIV and hypertension receiving care in HIV clinics in Veterans Administration facilities and merged these data with a survey asking HIV providers how they delivered hypertension care (5794 Veterans in 73 clinics). We defined BP control as BP ≤140/90 mmHg on the most recent measure. We compared patients' likelihood of experiencing BP control in clinics offering consolidated versus shared care, adjusting for patient and clinic characteristics. RESULTS Forty-two of 73 clinics (57.5%) practiced consolidated care for hypertension. These clinics were larger and more likely to use multidisciplinary teams. The unadjusted frequency of BP control was 65.6% in consolidated care clinics vs 59.4% in shared care clinics (P < .01). The likelihood of BP control remained higher for patients in consolidated care clinics after adjusting for patient and clinic characteristics (odds ratio, 1.32; 95% confidence interval, 1.04-1.68). CONCLUSIONS Patients were more likely to experience BP control in clinics reporting consolidated care compared with clinics reporting shared care. For shared-care clinics, improving care coordination between HIV and primary care clinics may improve outcomes.
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Affiliation(s)
- A Ben Appenheimer
- Center for Comprehensive Access and Delivery Research and Evaluation, Iowa City VA Medical Center, Iowa.,Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City
| | - Barbara Bokhour
- Boston University School of Public Health, Department of Health Law, Policy, and Management, Massachusetts.,Center for Healthcare Organization and Implementation Research, Edith Nourse Rogers Memorial VA Healthcare System, Bedford, Massachusetts
| | - D Keith McInnes
- Boston University School of Public Health, Department of Health Law, Policy, and Management, Massachusetts.,Center for Healthcare Organization and Implementation Research, Edith Nourse Rogers Memorial VA Healthcare System, Bedford, Massachusetts
| | - Kelly K Richardson
- Center for Comprehensive Access and Delivery Research and Evaluation, Iowa City VA Medical Center, Iowa
| | - Andrew L Thurman
- Center for Comprehensive Access and Delivery Research and Evaluation, Iowa City VA Medical Center, Iowa
| | - Brice F Beck
- Center for Comprehensive Access and Delivery Research and Evaluation, Iowa City VA Medical Center, Iowa
| | - Mary Vaughan-Sarrazin
- Center for Comprehensive Access and Delivery Research and Evaluation, Iowa City VA Medical Center, Iowa.,Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City
| | - Steven M Asch
- Division of General Medical Science, Department of Medicine, Stanford University School of Medicine, Palo Alto, California.,Center for Innovation to Implementation, VA Palo Alto Health Care System, Palo Alto, California
| | - Amanda M Midboe
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Palo Alto, California
| | - Thom Taylor
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Palo Alto, California
| | - Kelly Dvorin
- Center for Healthcare Organization and Implementation Research, Edith Nourse Rogers Memorial VA Healthcare System, Bedford, Massachusetts
| | - Allen L Gifford
- Boston University School of Public Health, Department of Health Law, Policy, and Management, Massachusetts.,Center for Healthcare Organization and Implementation Research, Edith Nourse Rogers Memorial VA Healthcare System, Bedford, Massachusetts
| | - Michael E Ohl
- Center for Comprehensive Access and Delivery Research and Evaluation, Iowa City VA Medical Center, Iowa.,Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City
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Rhodes CM, Chang Y, Regan S, Singer DE, Triant VA. Human Immunodeficiency Virus (HIV) Quality Indicators Are Similar Across HIV Care Delivery Models. Open Forum Infect Dis 2017; 4:ofw240. [PMID: 28480238 DOI: 10.1093/ofid/ofw240] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2016] [Revised: 10/31/2016] [Accepted: 11/09/2016] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND There are limited data on human immunodeficiency virus (HIV) quality indicators according to model of HIV care delivery. Comparing HIV quality indicators by HIV care model could help inform best practices because patients achieving higher levels of quality indicators may have a mortality benefit. METHODS Using the Partners HIV Cohort, we categorized 1565 patients into 3 HIV care models: infectious disease provider only (ID), generalist only (generalist), or infectious disease provider and generalist (ID plus generalist). We examined 12 HIV quality indicators used by 5 major medical and quality associations and grouped them into 4 domains: process, screening, immunization, and HIV management. We used generalized estimating equations to account for most common provider and multivariable analyses adjusted for prespecified covariates to compare composite rates of HIV quality indicator completion. RESULTS We found significant differences between HIV care models, with the ID plus generalists group achieving significantly higher quality measures than the ID group in HIV management (94.4% vs 91.7%, P = .03) and higher quality measures than generalists in immunization (87.8% vs 80.6%, P = .03) in multivariable adjusted analyses. All models achieved rates that equaled or surpassed previously reported quality indicator rates. The absolute differences between groups were small and ranged from 2% to 7%. CONCLUSIONS Our results suggest that multiple HIV care models are effective with respect to HIV quality metrics. Factors to consider when determining HIV care model include healthcare setting, feasibility, and physician and patient preference.
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Affiliation(s)
- Corinne M Rhodes
- University of Pennsylvania, Division of General Internal Medicine, Philadelphia, Pennsylvania; Massachusetts General Hospital, Divisions of
| | - Yuchiao Chang
- General Internal Medicine.,Harvard Medical School, Boston, Massachusetts
| | - Susan Regan
- General Internal Medicine.,Harvard Medical School, Boston, Massachusetts
| | - Daniel E Singer
- General Internal Medicine.,Harvard Medical School, Boston, Massachusetts
| | - Virginia A Triant
- General Internal Medicine.,Infectious Diseases, Boston, Massachusetts.,Harvard Medical School, Boston, Massachusetts
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Ohl ME, Richardson KK, Goto M, Vaughan-Sarrazin M, Schweizer ML, Perencevich EN. HIV quality report cards: impact of case-mix adjustment and statistical methods. Clin Infect Dis 2014; 59:1160-7. [PMID: 25034427 DOI: 10.1093/cid/ciu551] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND There will be increasing pressure to publicly report and rank the performance of healthcare systems on human immunodeficiency virus (HIV) quality measures. To inform discussion of public reporting, we evaluated the influence of case-mix adjustment when ranking individual care systems on the viral control quality measure. METHODS We used data from the Veterans Health Administration (VHA) HIV Clinical Case Registry and administrative databases to estimate case-mix adjusted viral control for 91 local systems caring for 12 368 patients. We compared results using 2 adjustment methods, the observed-to-expected estimator and the risk-standardized ratio. RESULTS Overall, 10 913 patients (88.2%) achieved viral control (viral load ≤400 copies/mL). Prior to case-mix adjustment, system-level viral control ranged from 51% to 100%. Seventeen (19%) systems were labeled as low outliers (performance significantly below the overall mean) and 11 (12%) as high outliers. Adjustment for case mix (patient demographics, comorbidity, CD4 nadir, time on therapy, and income from VHA administrative databases) reduced the number of low outliers by approximately one-third, but results differed by method. The adjustment model had moderate discrimination (c statistic = 0.66), suggesting potential for unadjusted risk when using administrative data to measure case mix. CONCLUSIONS Case-mix adjustment affects rankings of care systems on the viral control quality measure. Given the sensitivity of rankings to selection of case-mix adjustment methods-and potential for unadjusted risk when using variables limited to current administrative databases-the HIV care community should explore optimal methods for case-mix adjustment before moving forward with public reporting.
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Affiliation(s)
- Michael E Ohl
- Center for Comprehensive Access and Delivery Research and Evaluation, Iowa City Veterans Affairs Medical Center Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City
| | - Kelly K Richardson
- Center for Comprehensive Access and Delivery Research and Evaluation, Iowa City Veterans Affairs Medical Center Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City
| | - Michihiko Goto
- Center for Comprehensive Access and Delivery Research and Evaluation, Iowa City Veterans Affairs Medical Center Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City
| | - Mary Vaughan-Sarrazin
- Center for Comprehensive Access and Delivery Research and Evaluation, Iowa City Veterans Affairs Medical Center Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City
| | - Marin L Schweizer
- Center for Comprehensive Access and Delivery Research and Evaluation, Iowa City Veterans Affairs Medical Center Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City
| | - Eli N Perencevich
- Center for Comprehensive Access and Delivery Research and Evaluation, Iowa City Veterans Affairs Medical Center Department of Internal Medicine, University of Iowa Carver College of Medicine, Iowa City
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Disparities in antiretroviral treatment: a comparison of behaviorally HIV-infected youth and adults in the HIV Research Network. J Acquir Immune Defic Syndr 2011; 58:100-7. [PMID: 21637114 DOI: 10.1097/qai.0b013e31822327df] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
OBJECTIVES Increasing numbers of youth are becoming HIV-infected and need highly active antiretroviral therapy (HAART). We hypothesized that behaviorally HIV-infected youth (BIY) ages 18 to 24 years are less likely than adults (25 years or older) to receive HAART and, once initiated, more likely to discontinue their first HAART regimen. METHODS Longitudinal analysis of treatment-naïve patients (age 18 years or older) meeting criteria for HAART and followed at HIV Research Network sites (2002-2008). Time from meeting criteria to HAART initiation and duration on first regimen were assessed using Cox proportional hazards regression. RESULTS A total of 3127 (268 youth, 2859 adult) treatment-naïve, HIV-infected patients met criteria. BIY were more likely to be black (66.8% vs 51.1%; P < 0.01) and less likely to identify injection drug use HIV risk (1.1% vs 8.8%; P < 0.01) than adults 25 years of age or older. Nearly 69% of BIY started HAART versus 79% of adults (P < 0.001). Adults 25 to 29 years of age (adjusted hazards ratio [AHR], 1.39; 95% confidence interval [CI], 1.12-1.73) and 50 years of age or older (AHR, 1.24; 95% CI, 1.00-1.54), but not 30 to 49 years (AHR, 1.19; 95% CI, 0.99-1.44) were more likely to initiate HAART than BIY. Attending four or more HIV provider visits within 1 year of meeting criteria was associated with HAART initiation (AHR, 1.91; 1.70-2.14). CD4 200 to 350 versus less than 200 cells/mm (AHR, 0.57; 95% CI, 0.52-0.63), and injection drug use (AHR, 0.80; 95% CI, 0.69-0.92) were associated with a lower likelihood of HAART initiation. There were no age-related differences in duration of the first regimen. CONCLUSION BIY are less likely to start HAART when meeting treatment criteria. Addressing factors associated with this disparity is critical to improving care for youth.
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Gallant JE. What does the generalist need to know about HIV infection? Adv Chronic Kidney Dis 2010; 17:5-18. [PMID: 20005484 DOI: 10.1053/j.ackd.2009.08.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2009] [Revised: 08/01/2009] [Accepted: 08/10/2009] [Indexed: 11/11/2022]
Abstract
Despite recent improvements in the efficacy, safety, tolerability, and convenience of antiretroviral therapy for patients, the management of HIV infection remains complex for clinicians. Multiple studies have shown better clinical outcomes and lower cost of care when HIV-infected patients are managed by experts. However, generalists are frequently involved in the care of patients with HIV infection, in many cases providing primary care in collaboration with an HIV expert. Generalists also play a critical role in the diagnosis and prevention of HIV infection. Generalists managing HIV-infected patients should be aware of the components of the initial patient evaluation. They should be familiar with the general principles of antiretroviral therapy and opportunistic infection prevention. They should be able to recognize antiretroviral toxicity and should be aware of common drug-drug interactions involving antiretroviral agents.
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Is the selection of patients for anti-retroviral treatment in Uganda fair? A qualitative study. Health Policy 2008; 91:33-42. [PMID: 19070932 DOI: 10.1016/j.healthpol.2008.11.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2008] [Revised: 10/31/2008] [Accepted: 11/02/2008] [Indexed: 11/16/2022]
Abstract
OBJECTIVE To evaluate decisions selecting patients for anti-retroviral treatment (ART) in Uganda. METHODS We held 39 semi-structured interviews with 41 health professionals holding various selection roles and 5 focus groups with 47 HIV/AIDS patients in diverse ART programs. Decisions were evaluated using accountability for reasonableness (A4R). A4R considers a decision fair when those whom it affects can know the decision and its complete rationale (Publicity), can consider the rationale relevant (Relevance) and can appeal against the decision (Appeals), and each of these conditions - Publicity, Relevance and Appeals - is enforced (Enforcement). RESULTS All ART candidates were told whether, and many were also told why they could receive ART or not. Programs used various means to promote candidates' understanding. Many, but not all, rationales could be considered relevant. Appeal mechanisms existed but were not used to challenge selection decisions or criteria, which were considered unchangeable. There was enforcement of criteria but insufficient enforcement of Publicity and Relevance, and none of Appeals. CONCLUSION Decisions are insufficiently fair and legitimate. Effective mechanisms should be created for appeals, enforcement, and communication of complete rationales. Nonetheless, decisions and rationales are available, and criteria applied even-handedly. Such aspects are a benchmark for less adequate decision-making reported elsewhere.
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Fatal disseminated toxoplasmosis with congenital transmission in an African migrant. AIDS 2008; 22:1523-5. [PMID: 18614880 DOI: 10.1097/qad.0b013e3283063a2d] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Fleming PL, Lansky A, Lee LM, Nakashima AK. The epidemiology of HIV/AIDS in women in the southern United States. Sex Transm Dis 2006; 33:S32-8. [PMID: 16794553 DOI: 10.1097/01.olq.0000221020.13749.de] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
OBJECTIVE We reviewed data from multiple sources to examine distinguishing features of the HIV epidemic among women in the South. GOAL The goal of this study was to identify HIV and sexually transmitted disease (STD) prevention research priorities in the South. STUDY DESIGN Cases of HIV/AIDS and STDs were analyzed to compare rates by region and rates in urban versus rural areas. Data from interviews of persons reported with HIV/AIDS from rural areas in 4 southern states compared social and behavioral characteristics of men versus women. RESULTS The South is characterized by high AIDS and STD rates. The epidemic among southern women is distinguished by the predominance of heterosexually acquired infection, the disproportionate impact on blacks, the high proportion residing in rural areas, and multiple high-risk behaviors. CONCLUSIONS Research to identify determinants of high-risk sex and drug-using behaviors among poor, minority men and women in less urban and rural southern regions is needed.
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Affiliation(s)
- Patricia L Fleming
- Division of HIV/AIDS Prevention, National Center for HIV/STD/TB Prevention, Centers for Disease Control and Prevention, Atlanta, Georgia 30333, USA
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Lasserre P, Moatti JP, Soubeyran A. Early initiation of highly active antiretroviral therapies for AIDS: dynamic choice with endogenous and exogenous learning. JOURNAL OF HEALTH ECONOMICS 2006; 25:579-98. [PMID: 16343670 DOI: 10.1016/j.jhealeco.2005.09.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/01/2001] [Revised: 01/01/2003] [Accepted: 09/01/2005] [Indexed: 05/05/2023]
Abstract
Criteria for initiation of highly active antiretroviral treatments (HAART) in HIV-infected patients remain a matter of debate world-wide because short-term benefits have to be balanced with costs of these therapies, and restrictions placed on future treatment options if resistant viral strains develop. On the other hand, postponing the introduction of HAART may involve a therapeutic opportunity cost if a patient's health is allowed to deteriorate to such an extent of becoming unable to benefit from new treatments currently under development when they become available. We introduce a two period model where period one treatment adoption is an irreversible act with future, but uncertain, consequences. New information, both endogenous and exogenous, arises over time and shapes the conditions surrounding the second period therapeutic decision. A surprising result is that, under conditions that appear close to those surrounding the HAART debate, the magnitude of the feared resistance effect has no effect on leaves the optimal treatment decision as far as it is high enough.
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Affiliation(s)
- Pierre Lasserre
- Département des sciences économiques, Université du Québec à Montréal, CIRANO, GREQAM, France
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Fleishman JA, Gebo KA, Reilly ED, Conviser R, Christopher Mathews W, Todd Korthuis P, Hellinger J, Rutstein R, Keiser P, Rubin H, Moore RD. Hospital and outpatient health services utilization among HIV-infected adults in care 2000-2002. Med Care 2005; 43:III40-52. [PMID: 16116308 DOI: 10.1097/01.mlr.0000175621.65005.c6] [Citation(s) in RCA: 111] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Rapid changes in HIV epidemiology and antiretroviral therapy may have resulted in recent changes in patterns of healthcare utilization. OBJECTIVE The objective of this study was to examine sociodemographic and clinical correlates of inpatient and outpatient HIV-related health service utilization in a multistate sample of patients with HIV. DESIGN Demographic, clinical, and resource utilization data were collected from medical records for 2000, 2001, and 2002. SETTING This study was conducted at 11 U.S. HIV primary and specialty care sites in different geographic regions. PATIENTS In each year, HIV-positive patients with at least one CD4 count and any use of inpatient, outpatient, or emergency room services. Sample sizes were 13,392 in 2000, 15,211 in 2001, and 14,403 in 2002. MAIN OUTCOME MEASURES Main outcome measures were number of hospital admissions, total days in hospital, and number of outpatient clinic/office visits per year. Inpatient and outpatient costs were estimated by applying unit costs to numbers of inpatient days and outpatient visits. RESULTS Mean numbers of admissions per person per year decreased from 2000 (0.40) to 2002 (0.35), but this difference was not significant in multivariate analyses. Hospitalization rates were significantly higher among patients with greater immunosuppression, women, blacks, patients who acquired HIV through drug use, those 50 years of age and over, and those with Medicaid or Medicare. Mean annual outpatient visits decreased significantly between 2000 and 2002, from 6.06 to 5.66 visits per person per year. Whites, Hispanics, those 30 years of age and over, those on highly active antiretroviral therapy (HAART), and those with Medicaid or Medicare had significantly higher outpatient utilization. Inpatient costs per patient per month (PPPM) were estimated to be 514 dollars in 2000, 472 dollars in 2001, and 424 dollars in 2002; outpatient costs PPPM were estimated at 108 dollars in 2000, 100 dollars in 2001, and 101 dollars in 2002. CONCLUSION Changes in utilization over this 3-year period, although statistically significant in some cases, were not substantial. Hospitalization rates remain relatively high among minority or disadvantaged groups, suggesting persistent disparities in care. Combined inpatient and outpatient costs for patients on HAART were not significantly lower than for patients not on HAART.
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Affiliation(s)
- John A Fleishman
- Agency for Healthcare Research and Quality, Rockville, Maryland, USA
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Betz ME, Gebo KA, Barber E, Sklar P, Fleishman JA, Reilly ED, Christopher Mathews W. Patterns of diagnoses in hospital admissions in a multistate cohort of HIV-positive adults in 2001. Med Care 2005; 43:III3-14. [PMID: 16116304 DOI: 10.1097/01.mlr.0000175632.83060.eb] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Admissions for AIDS-related illnesses decreased soon after the introduction of highly active antiretroviral therapy (HAART), but it is unclear if the trends have continued in the current HAART era. An understanding of healthcare utilization patterns is important for optimization of care and resource allocation. We examined the diagnoses for hospitalizations of patients with HIV in 2001. METHODS Demographic and healthcare data were collected for 8376 patients from 6 U.S. HIV care sites in 2001. We categorized diagnoses into 18 disease groups and used Poisson regression to analyze the number of admissions for each of the 4 most common groups. We also compared patients with admissions for AIDS-defining illnesses (ADI) with patients admitted for other diagnoses. RESULTS Twenty-one percent of patients had at least 1 hospitalization. Among patients hospitalized at least once, 28% were hospitalized for an ADI. Comparing diagnosis categories, the most common hospitalizations were AIDS-defining illnesses (21.6%), gastrointestinal (GI) diseases (9.5%), mental illnesses (9.0%), and circulatory diseases (7.4%). In multivariate analysis, women had higher hospitalization rates than men for ADI (incidence rate ratio [IRR], 1.50; 95% confidence interval [CI], 1.25-1.79) and GI diseases (IRR, 1.52; 95% CI, 1.15-2.00). Compared with whites, blacks had higher admission rates for mental illnesses (IRR, 1.70; 95% CI, 1.22-2.36), but not for ADI. As expected, CD4 count and viral load were associated with ADI admission rates; CD4 counts were also related to hospitalizations for GI and circulatory conditions. CONCLUSIONS Five years after the introduction of HAART, AIDS-defining illnesses continue to have the highest hospitalization rate among the diagnosis categories examined. This result emphasizes the importance of vaccination for pneumonia and influenza, as well as prophylaxis for Pneumocystis jiroveci pneumonia. The relatively large number of mental illness admissions highlights the need for comanagement of psychiatric disease, substance abuse, and HIV. Overall, the majority of patients were hospitalized for reasons other than ADI, illustrating the importance of managing comorbid conditions in this population. Data from this cohort of patients with HIV may help guide the allocation of healthcare resources by enhancing our understanding of factors associated with variation in inpatient utilization rates.
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Affiliation(s)
- Marian E Betz
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland 21287, USA
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Rutstein RM, Gebo KA, Siberry GK, Flynn PM, Spector SA, Sharp VL, Fleishman JA. Hospital and Outpatient Health Services Utilization Among HIV-Infected Children in Care 2000–2001. Med Care 2005; 43:III31-9. [PMID: 16116307 DOI: 10.1097/01.mlr.0000175568.79432.d1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND The aging of the pediatric HIV cohort and advances in antiretroviral therapy for children may have resulted in recent changes in patterns of healthcare utilization. OBJECTIVES The objectives of this study were to examine inpatient and outpatient HIV-related health service utilization in a multistate sample of HIV-infected children, and to assess sociodemographic and clinical correlates of utilization. DESIGN Cohort study of pediatric patients with HIV. Demographic, clinical, and resource utilization data were collected from medical records for 2000 and 2001. SETTING This study was conducted at 4 U.S. HIV primary pediatric and specialty care sites in different geographic regions. PATIENTS Three hundred three HIV-positive children with at least one outpatient visit or CD4 test in either 2000 or 2001 were studied. MAIN OUTCOME MEASURES Mean outcome measures were number of hospital admissions, mean length of hospital stay, and number of outpatient clinic/office visits. RESULTS Hospitalization rates decreased significantly from 39.2 (95% confidence interval [CI], 28.4-50.1) to 25.3 (95% CI, 16.4-34.3) admissions per 100 patients between 2000 and 2001. Hospitalizations were higher among patients with greater immunosuppression, those 2 years and under, and those with AIDS, but were not significantly related to receipt of highly active antiretroviral therapy. Mean outpatient visits did not change significantly between 2000 and 2001 from 9.09 (95% CI, 8.3-9.9) to 9.06 (95% CI, 8.4-9.7) visits per child per year. Children 2 years and under, those on highly active antiretroviral therapy, those with AIDS, and those with Medicaid had significantly higher outpatient utilization. Those with higher HIV-1 RNA had higher outpatient utilization than those with less advanced disease. CONCLUSION Inpatient utilization significantly decreased between 2000 and 2001, but outpatient utilization did not change over time. Compared with prior studies, utilization rates appear to be declining over time. Unlike adults, racial/ethnic or gender disparities in healthcare utilization are less pronounced for HIV-infected children.
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Affiliation(s)
- Richard M Rutstein
- Division of General Pediatrics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA
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Page J, Weber R, Somaini B, Nöstlinger C, Donath K, Jaccard R. Quality of generalist vs. specialty care for people with HIV on antiretroviral treatment: a prospective cohort study. HIV Med 2003; 4:276-86. [PMID: 12859328 DOI: 10.1046/j.1468-1293.2003.00157.x] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
OBJECTIVES To describe health-care use by persons with HIV in an urban area of Switzerland (Zurich). Further, to compare the different health-care settings. DESIGN A 1-year prospective cohort study recruiting 60 patients at general practices and 60 patients at a specialized university outpatient clinic. METHODS Patients and their treating physicians were interviewed or answered questionnaires, respectively, at baseline, month 6 and 12. RESULTS During the study period, five patient groups were identified among the 106 enrolled patients, of whom (i) 42% saw a general practitioner exclusively, (ii) 31% were treated at the specialized outpatient clinic, (iii) 8% were in shared care, (iv) 10% changed health-care model, and (v) 9% were lost to follow-up. Baseline demographic, psychosocial and clinical data were similar among patient groups. At study end, the proportion of patients with HIV-1 RNA < 400 copies/mL was 72%, 74%, 88%, 55% among groups (i) to (iv), respectively (ns), and 22% at month 6 among those lost to follow-up. Indicators for quality of care were similarly good among all patient groups. CONCLUSIONS A well-working system offers high-quality healthcare to persons living with HIV, where existing teams of specialty and primary health-care professionals efficiently and effectively co-operate.
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Affiliation(s)
- J Page
- Institute of Social and Preventive Medicine, University of Zurich, 8006 Zurich, Switzerland. page@ifspmunizhch
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Landon BE, Wilson IB, Cohn SE, Fichtenbaum CJ, Wong MD, Wenger NS, Bozzette SA, Shapiro MF, Cleary PD. Physician specialization and antiretroviral therapy for HIV. J Gen Intern Med 2003; 18:233-41. [PMID: 12709089 PMCID: PMC1494839 DOI: 10.1046/j.1525-1497.2003.20705.x] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND Since the introduction of the first protease inhibitor in January 1996, there has been a dramatic change in the treatment of persons infected with HIV. The changing nature of HIV care has important implications for the types of physicians that can best care for patients with HIV infection. OBJECTIVE To assess the association of specialty training and experience in the care of HIV disease with the adoption and use of highly active antiretroviral (ARV) therapy (HAART). DESIGN Observational cohort study of patients under care for HIV infection and their physicians. PATIENTS AND SETTING This analysis used data collected from a national probability sample of noninstitutionalized persons with HIV infection participating in the HIV Costs and Service Utilization Study and their primary physicians. We analyzed 1,820 patients being cared for by 374 physicians. MEASUREMENTS Rates of HAART use at 12 months and 18 months after the approval of the first protease inhibitor. RESULTS Forty percent of the physicians were formally trained in infectious diseases (ID), 38% were general medicine physicians with self-reported expertise in the care of HIV, and 22% were general medicine physicians without self-reported expertise in the care of HIV. The majority of physicians (69%) reported a current HIV caseload of 50 patients or more. In multivariable models controlling for patient characteristics, there were no differences between generalist experts and ID physicians in rates of HAART use in December 1996. When compared to ID physicians, however, patients being treated by non-expert general medicine physicians were less likely to be on HAART (odds ratio [OR], 0.32; 95% confidence interval [95% CI], 0.17 to 0.61). Patients being treated by low-volume physicians were also much less likely to be on HAART therapy than those treated by high-volume physicians (OR, 0.26; 95% CI, 0.14 to 0.48). These findings were attenuated by June 1997, suggesting that over time, the broader physician community successfully adopted HAART therapy. This finding is consistent with prior research on the diffusion of innovations. CONCLUSIONS Similar proportions of patients treated by expert generalists and ID specialists were on appropriate HAART therapy by December 1996 and July 1997. Patients treated by non-expert generalists, most of whom were the lowest-volume physicians, were much less likely to be on appropriate ARV therapy in the earlier time period. Our findings demonstrate that expert generalists who develop specialized expertise are able to provide care of quality comparable to that of specialists.
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Affiliation(s)
- Bruce E Landon
- Received from the Division of General Medicine, Beth Israel Deaconess Medical Center (BEL) and the Department of Health Care Policy (BEL, PDC), Harvard Medical School, Boston, Mass 02115, USA.
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Dray-Spira R, Lert F. Social health inequalities during the course of chronic HIV disease in the era of highly active antiretroviral therapy. AIDS 2003; 17:283-90. [PMID: 12556681 DOI: 10.1097/00002030-200302140-00001] [Citation(s) in RCA: 59] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Stone VE. Quality primary care for HIV/AIDS: how much HIV/AIDS experience is enough? J Gen Intern Med 2003; 18:157-8. [PMID: 12542593 PMCID: PMC1494818 DOI: 10.1046/j.1525-1497.2003.21218.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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Kitahata MM, Van Rompaey SE, Dillingham PW, Koepsell TD, Deyo RA, Dodge W, Wagner EH. Primary care delivery is associated with greater physician experience and improved survival among persons with AIDS. J Gen Intern Med 2003; 18:95-103. [PMID: 12542583 PMCID: PMC1494825 DOI: 10.1046/j.1525-1497.2003.11049.x] [Citation(s) in RCA: 66] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
OBJECTIVE It has been shown that greater physician experience in the care of persons with AIDS prolongs survival, but how more experienced primary care physicians achieve better outcomes is not known. DESIGN/SETTING/PATIENTS Retrospective cohort study of HIV-infected patients enrolled in a large staff-model health maintenance organization from 1990 through 1999. MEASUREMENTS Adjusted odds of medical service delivery and adjusted hazard ratio of death by physician experience level (least, moderate, most) and service utilization. MAIN RESULTS Primary care delivery by physicians with greater AIDS experience was associated with improved survival. After controlling for disease severity, patients cared for by the most experienced physicians were twice as likely to receive a primary care visit in a given month compared with patients of the least and moderately experienced physicians (P <.01). Patients of the least experienced physicians received the lowest level of outpatient pharmacy and laboratory services (P <.001) and were half as likely to have a specialty care visit compared with patients of the most and moderately experienced physicians (P <.05). Patients who received infrequent primary care visits by the least experienced physicians were 15.3 times more likely to die than patients of the most experienced physicians (P =.02). There was a significant increase in primary care services delivered to the population of HIV-infected patients receiving care in 1999, when highly active antiretroviral therapy (HAART) was in general use, compared with the time period prior to the introduction of HAART. CONCLUSIONS Primary care delivery by physicians with greater HIV experience contributes to improved patient outcomes.
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Affiliation(s)
- Mari M Kitahata
- Department of Medicine, University of Washington, Seattle, Wash, USA.
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Hospital and Outpatient Health Services Utilization Among HIV-Infected Patients in Care in 1999. J Acquir Immune Defic Syndr 2002. [DOI: 10.1097/00042560-200205010-00003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Delivering HIV services to vulnerable populations: a review of CARE Act–funded research. Public Health Rep 2002. [DOI: 10.1016/s0033-3549(04)50116-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Stone VE, Mansourati FF, Poses RM, Mayer KH. Relation of physician specialty and HIV/AIDS experience to choice of guideline-recommended antiretroviral therapy. J Gen Intern Med 2001; 16:360-8. [PMID: 11422632 PMCID: PMC1495224 DOI: 10.1046/j.1525-1497.2001.016006360.x] [Citation(s) in RCA: 57] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
BACKGROUND Controversy exists regarding who should provide care for those with HIV/AIDS. While previous studies have found an association between physician HIV experience and patient outcomes, less is known about the relationship of physician specialty to HIV/AIDS outcomes or quality of care. OBJECTIVE To examine the relationship between choice of appropriate antiretroviral therapy (ART) to physician specialty and HIV/AIDS experience. DESIGN Self-administered physician survey. PARTICIPANTS Random sample of 2,478 internal medicine (IM) and infectious disease (ID) physicians. MEASUREMENTS Choice of guideline-recommended ART. RESULTS Two patients with HIV disease, differing only by CD4+ count and HIV RNA load, were presented. Respondents were asked whether ART was indicated, and if so, what ART regimen they would choose. Respondents' ART choices were categorized as "recommended" or not by Department of Health and Human Services guidelines. Respondents' HIV/AIDS experience was categorized as moderate to high (MOD/HI) or none to low (NO/LO). For Case 1, 72.9% of responding physicians chose recommended ART. Recommended ART was more likely (P <.01) to be chosen by ID physicians (88.2%) than by IM physicians (57.1%). Physicians with MOD/HI experience were also more likely (P <.01) to choose recommended ART than those with NO/LO experience. Finally, choice of ART was examined using logistic regression: specialty and HIV experience were found to be independent predictors of choosing recommended ART (for ID physicians, odds ratio [OR], 4.66; 95% confidence interval [95% CI], 3.15 to 6.90; and for MOD/HI experience, OR, 2.05; 95% CI, 1.33 to 3.16). Results for Case 2 were similar. When the analysis was repeated excluding physicians who indicated they would refer the HIV "patient," specialty and HIV experience were not significant predictors of choosing recommended ART. CONCLUSIONS Guideline-recommended ART appears to be less likely to be chosen by generalists and physicians with less HIV/AIDS experience, although many of these physicians report they would refer these patients in clinical practice. These results lend support to current recommendations for routine expert consultant input in the management of those with HIV/AIDS.
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Affiliation(s)
- V E Stone
- Division of General Internal Medicine, Department of Medicine, Memorial Hospital of Rhode Island, Brown University School of Medicine, Providence, RI, USA.
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Gross PA, Asch S, Kitahata MM, Freedberg KA, Barr D, Melnick DA, Bozzette SA, Bozette SA. Performance measures for guidelines on preventing opportunistic infections in patients infected with human immunodeficiency virus. Clin Infect Dis 2000; 30 Suppl 1:S85-93. [PMID: 10770917 DOI: 10.1086/313845] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
This article serves as a complement to the 1999 US Public Health Service/Infectious Diseases Society of America guidelines on the prevention of opportunistic infections in persons infected with HIV, published in this issue of Clinical Infectious Diseases [1]. A number of performance measures to assess compliance with the guidelines and to aid in their implementation are proposed.
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Affiliation(s)
- P A Gross
- Department of Internal Medicine, Hackensack University Medical Center, Hackensack, NJ 07601, USA
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