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RESEARCH AND PRACTICE |
Leo S. Morales, William E. Cunningham, Ronald M. Andersen, Terry T. Nakazono, and Martin F. Shapiro are with the University of California at Los Angeles. Leo S. Morales and Martin F. Shapiro are also with RAND Health, Santa Monica, Calif. Frank H. Galvan is with the Charles R. Drew University of Medicine and Science, Los Angeles, Calif.
Correspondence: Requests for reprints should be sent to Leo S. Morales, MD, PhD, UCLA Medicine/GIM, 911 Broxton Ave, Los Angeles, CA 90024 (e-mail: morales{at}rand.org).
| ABSTRACT |
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This study evaluated associations between sociodemographic factors and access to care, use of highly active antiretroviral therapy, and patients ratings of care among Hispanic patients who are HIV infected; we used data from the HIV Cost and Services Utilization Study. Gender, insurance, mode of exposure, and geographic region were associated with access to medical care. Researchers and policymakers should consider sociodemographic factors among Hispanic patients who are HIV positive when designing and prioritizing interventions to improve access to care.
| INTRODUCTION |
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| METHODS |
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Regression Analyses
Dependent variables.
We examined 9 dichotomous indicators of access to care, including an access scale (dichotomized at mean),5 having a usual source of care at HIV diagnosis, having 3 or more outpatient visits in the 6 months before interview, having any emergency department visits not associated with hospitalizations in the 6 months before interview, receiving highly active antiretroviral therapy before December 1996, and receiving highly active antiretroviral therapy by the second follow-up HIV Cost and Services Utilization Study survey.6 Patients evaluations of care were assessed by a single rating item (excellent vs very good to poor). Access to dental care was assessed by indicators of having a usual source of dental care and having trouble obtaining needed dental care.7
Independent variables. Independent variables were age, gender, educational attainment, income, insurance status, mode of exposure to HIV, geographic location, acculturation,811 survey language, and US citizenship.
Estimation. We estimated 9 logistic regressions, controlling for independent variables and CD4 cell count. All analyses were weighted to account for sampling and survey nonresponse.12
| RESULTS |
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Regression Results
Worse access to care was associated with being male, having no insurance, and receiving care in the South (Table 2
). Having no usual source of care at HIV diagnosis was associated with being male and being exposed to HIV by drug use and heterosexual sex. Having 3 or fewer outpatient visits was associated with being male and being exposed to HIV by heterosexual sex. Having 1 or more emergency department visits without hospitalization was associated with being female. Receiving less than excellent care was less likely in the South. Not taking highly active antiretroviral therapy by the second follow-up survey was associated with being female and receiving care in the Northeast. Not having a usual source of dental care was associated with US citizenship. Difficulty obtaining needed dental care was associated with being less acculturated and receiving care in the South.
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| DISCUSSION |
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We were surprised by the weak associations between access to care and acculturation, survey language, and citizenship status. Language was not significantly associated with any access variable, and acculturation and citizenship status were significant in only 1 regression each. Future research should seek to explain these findings.
This study had limitations. First, data limitations prevented us from identifying the national origin of the Hispanic patients. This limitation was somewhat mitigated by the inclusion of geographic regions that were roughly correlated with concentrations of Hispanic populations of some national origins.15 Second, Hispanic patients may have been less well represented in the HIV Cost and Services Utilization Study than were other racial/ethnic groups. The HIV Cost and Services Utilization Study sampled noninstitutionalized persons receiving care for HIV, whereas Hispanic persons are overrepresented among the incarcerated and the uninsured (thus, not receiving care).4
This study should alert policymakers and researchers to important sociodemographic subgroup differences among Hispanic patients who are HIV positive. Future research should avoid the inclusion of Hispanic patients without characterizing Hispanic subgroups; otherwise, these studies risk obscuring important subgroup variations.
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Human Participant Protection
The RAND institutional review board reviewed all procedures, forms, and materials used in this study. Subjects were asked for informed consent for participation in the study.
Accepted for publication June 1, 2003.
| References |
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2. Turner BJ, Cunningham WE, Duan N, et al. Delayed medical care after diagnosis in a US probability sample of persons infected with human immunodeficiency virus. Arch Intern Med. 2000;160:26142622.
3. Frankel MR, Shapiro MF, Duan N, et al. National probability samples in studies of low-prevalence diseases, part II: designing and implementing the HIV Cost and Services Utilization Study sample. Health Serv Res. 1999;34(5 pt 1):969992.
4. Bozzette SA, Berry SH, Duan N, et al. The care of HIV-infected adults in the United States: results from the HIV Cost and Services Utilization Study. N Engl J Med. 1998;339:18971904.
5. Cunningham WE, Hays RD, Ettl MK, et al. The prospective effect of access to medical care on health-related quality-of-life outcomes in patients with symptomatic HIV disease. Med Care. 1998;36:295306.[ISI][Medline]
6. Cunningham WE, Markson LE, Andersen RM, et al. Prevalence and predictors of highly active antiretroviral therapy use in persons with HIV infection in the US. J Acquir Immune Defic Syndr. 2000;25:115123.
7. Wilson IB, Ding L, Hays RD, Shapiro MF, Bozzette SA, Cleary PD. HIV patients experiences with inpatient and outpatient care: results of a national survey. Med Care. 2002;40:11491160.[ISI][Medline]
8. Marin BV, Flores E. Acculturation, sexual behavior, and alcohol use among Latinas. Int J Addict. 1994;29:11011114.[ISI][Medline]
9. Marin G, Perez-Stable EJ, Marin BV. Cigarette smoking among San Francisco Hispanics: the role of acculturation and gender. Am J Public Health. 1989;79:196198.
10. Perez-Stable EJ, Marin G, Marin BV, Katz MH. Depressive symptoms and cigarette smoking among Latinos in San Francisco. Am J Public Health. 1990;80:15001502.
11. Marin G, Sabogal F, Marin BV, et al. Development of a short acculturation scale for Hispanics. Hisp J Behav Sci. 1987;9:183205.[Abstract]
12. Shapiro MF, Berk ML, Berry SH, et al. National probability samples in studies of low-prevalence diseases, part I: perspectives and lessons from the HIV Cost and Services Utilization Study. Health Serv Res. 1999;34(5 pt 1):951968.
13. Turner BJ, McKee L, Fanning T, Markson LE. AIDS specialist versus generalist ambulatory care for advanced HIV infection and impact of hospital use. Med Care. 1994;32:902916.[ISI][Medline]
14. Turner BJ, Markson LE, McKee LJ, Houchens R, Fanning T. Health care delivery, zidovudine use, and survival of women and men with AIDS. J Acquir Immune Defic Syndr. 1994;7:12501262.
15. Guzman B. The Hispanic population: Census 2000 brief. Available at: http://www.census.gov/prod/2001pubs/c2kbr01-3.pdf. Accessed May 24, 2001.
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