期刊论文详细信息
Substance Abuse Treatment, Prevention, and Policy
Racial/ethnic minority and low-income hotspots and their geographic proximity to integrated care providers
Dennis Kao2  Erick G Guerrero1 
[1] School of Social Work, University of Southern California, 655 West 34th Street, Los Angeles, CA 90089, USA;Graduate College of Social Work, University of Houston, Houston, TX, USA
关键词: Geographic information systems;    Diverse communities;    Low-income;    Integrated care;   
Others  :  833925
DOI  :  10.1186/1747-597X-8-34
 received in 2013-05-10, accepted in 2013-09-20,  发布年份 2013
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【 摘 要 】

Background

The high prevalence of mental health issues among clients attending substance abuse treatment (SAT) has pressured treatment providers to develop integrated substance abuse and mental health care. However, access to integrated care is limited to certain communities. Racial and ethnic minority and low-income communities may not have access to needed integrated care in large urban areas. Because the main principle of health care reform is to expand health insurance to low-income individuals to improve access to care and reduce health disparities among minorities, it is necessary to understand the extent to which integrated care is geographically accessible in minority and low-income communities.

Methods

National Survey of Substance Abuse Treatment Services data from 2010 were used to examine geographic availability of facilities offering integration of mental health services in SAT programs in Los Angeles County, California. Using geographic information systems (GIS), service areas were constructed for each facility (N = 402 facilities; 104 offering integrated services) representing the surrounding area within a 10-minute drive. Spatial autocorrelation analyses were used to derive hot spots (or clusters) of census tracts with high concentrations of African American, Asian, Latino, and low-income households. Access to integrated care was reflected by the hot spot coverage of each facility, i.e., the proportion of its service area that overlapped with each type of hot spot.

Results

GIS analysis suggested that ethnic and low-income communities have limited access to facilities offering integrated care; only one fourth of SAT providers offered integrated care. Regression analysis showed facilities whose service areas overlapped more with Latino hot spots were less likely to offer integrated care, as well as a potential interaction effect between Latino and high-poverty hot spots.

Conclusion

Despite significant pressure to enhance access to integrated services, ethnic and racial minority communities are disadvantaged in terms of proximity to this type of care. These findings can inform health care policy to increase geographic access to integrated care for the increasing number of clients with public health insurance.

【 授权许可】

   
2013 Guerrero and Kao; licensee BioMed Central Ltd.

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【 参考文献 】
  • [1]Alegría M, Page JB, Hansen H, Cauce AM, Robles R, Blanco C, Cortes DE, Amaro H, Morales A, Berry P: Improving drug treatment services for Hispanics: research gaps and scientific opportunities. Drug Alcohol Depend 2006, 84(Suppl 1):S76-S84.
  • [2]Amaro H, Arévalo S, Gonzalez G, Szapocznik J, Iguchi MY: Needs and scientific opportunities for research on substance abuse treatment among Hispanic adults. Drug Alcohol Depend 2006, 84(Suppl):S64-S75.
  • [3]Marsh JC, Cao D, Guerrero EG, Shin HC: Need-service matching in substance abuse treatment: racial/ethnic differences. Eval Program Plann 2009, 32:43-51.
  • [4]Grella CE, Stein JA, Weisner C, Chi F, Moos R: Predictors of longitudinal substance use and mental health outcomes for patients in two integrated service delivery systems. Drug Alcohol Depend 2010, 110:92-100.
  • [5]Weisner C, McLellan AT, Hunkeler EM: Addiction Severity index data from general membership and treatment samples of HMO members: one case of norming the ASI. J Subst Abuse Treat 2000, 19:103-109.
  • [6]Butler M, Kane RL, McAlpine D, Kathol RG, Fu SS, Hagedorn H, Wilt TJ: Integration of mental health/substance abuse and primary care. Rockville: Agency for Healthcare Research and Quality; 2008.
  • [7]Chalk M: Healthcare reform and treatment: changes in organization, financing, and standards of care. Sacramento: Presentation at the quarterly meeting of the County Alcohol and Drug Program Administrators Association of California; 2010.
  • [8]Grella CE, Gilmore J: Improving service delivery to the dually diagnosed in Los Angeles County. J Subst Abuse Treat 2002, 23:115-122.
  • [9]Grella CE, Gil-Rivas V, Cooper L: Perceptions of mental health and substance abuse program administrators and staff on service delivery to persons with co-occurring substance abuse and mental health disorders. J Behav Health Serv Res 2004, 31:38-49.
  • [10]California health interview survey. http://healthpolicy.ucla.edu/chis/Pages/default.aspx webcite
  • [11]Drake RE, Mueser KT, Brunette MF, McHugo GJ: A review of treatments for people with severe mental illnesses and co-occurring substance use disorders. Psychiatr Rehab J 2004, 27:360-374.
  • [12]Mericle AA, Ta Park VM, Holck P, Arria AM: Prevalence, patterns, and correlates of co-occurring substance use and mental disorders in the United States: variations by race/ethnicity. Compr Psychiatry 2012, 53:657-665.
  • [13]Daley MC: Race, managed care, and the quality of substance abuse treatment. Adm Policy Ment Health 2005, 32:457-476.
  • [14]Friedmann PD, Alexander JA, D’Aunno TA: Organizational correlates of access to primary care and mental health services in drug abuse treatment units. J Subst Abuse Treat 1999, 16:71-80.
  • [15]Guerrero EG, Aarons GA, Palinkas LA: Organizational capacity for service integration in community-based addiction health services. Manusc Rev
  • [16]Acevedo-Garcia D, Osypuk TL, McArdle N, Williams DR: Toward a policy-relevant analysis of geographic and racial/ethnic disparities in child health. Health Aff 2008, 27:321-333.
  • [17]Gaskin DJ, Dinwiddie GY, Chan KS, McCleary R: Residential segregation and disparities in health care services utilization. Med Care Res Rev 2012, 69:158-175.
  • [18]Chow JC, Jaffee K, Snowden L: Racial/ethnic disparities in the use of mental health services in poverty areas. Am J Public Health 2003, 93:792-797.
  • [19]National Institute on Drug Abuse: Drug Use among racial/ethnic minorities, revised. Edited by Copper L. Bethesda: ; 2008. accessed on July 13, 2013, http://archives.drugabuse.gov/pdf/minorities03.pdf webcite
  • [20]Andrulis DP, Siddiqui NJ, Purtle JP, Duchon L: Patient protection and affordable care Act of 2010: advancing health equity for racially and ethnically diverse populations. Washington: Joint Center for Political and Economic Studies; 2010:2010.
  • [21]Beardsley K, Wish ED, Fitzelle DB, O’Grady K, Arria AM: Distance traveled to outpatient drug treatment and client retention. J Subst Abuse Treat 2003, 25:279-285.
  • [22]Fortney JC, Booth BM, Blow FC, Bunn JY, Loveland Cook CA: The effects of travel barriers and age on the utilization of alcoholism treatment aftercare. Am J Drug Alcohol Abuse 1995, 21:391-406.
  • [23]Schmitt SK, Phibbs CS, Piette JD: The influence of distance on utilization of outpatient mental health aftercare following inpatient substance abuse treatment. Addict Behav 2003, 28:1183-1192.
  • [24]Guerrero EG, Kao D, Perron BE: Travel distance to outpatient substance use disorder treatment facilities for Spanish-speaking clients. Int J Drug Policy 2013, 24:38-45.
  • [25]Perron BE, Gillespie DF, Alexander-Eitzman B, Delva J: Availability of outpatient substance use disorder treatment programs in the United States. Subst Use Misuse 2010, 45:1097-1111.
  • [26]Guerrero EG, Pan KB, Curtis A, Lizano EL: Availability of substance abuse treatment in Spanish: a GIS analysis of Latino communities in Los Angeles County, California. Subst Abuse Treat Prev Policy 2011, 6:21. BioMed Central Full Text
  • [27]Substance Abuse and Mental Health Services Administration: Treatment services (N-SSATS) 2010: data on substance abuse treatment facilities. 2010. http://wwwdasis.samhsa.gov/09nssats/nssats2k9web.pdf webcite
  • [28]Jiao J, Moudon AV, Ulmer J, Hurvitz PM, Drewnowski A: How to identify food deserts: measuring physical and economic access to supermarkets in King County, Washington. Am J Public Health 2012, 102:e32-e39.
  • [29]Langford M, Higgs G: Measuring potential access to primary healthcare services: the influence of alternative spatial representations of population. Prof Geogr 2006, 58:294-306.
  • [30]Esri: ESRI Data & Maps: StreetMap USA, Release 9.2 [DVD]. Redlands, N.M.; 2006.
  • [31]Longley PA, Goodchild MF, Maguire DJ, Rhind DW: Geographic information systems and science. 2nd edition. West Sussex: John Wiley & Sons; 2006.
  • [32]Anselin L: Local indicators of spatial association—LISA. Geogr Anal 1995, 27:93-115.
  • [33]Esri: ArcGIS 10. http://www.esri.com/software/arcgis/arcgis10/index.html webcite
  • [34]Esri: ArcGIS network analyst: overview. http://www.esri.com/software/arcgis/extensions/networkanalyst/index.html webcite
  • [35]Anselin L, Syabri I, Kho Y: GeoDa: an introduction to spatial data analysis. Geogr Anal 2006, 38:5-22.
  • [36]GeoDa Center for Geospatial Analysis and Computation: GeoDa project page. http://geodacenter.asu.edu/projects/opengeoda webcite
  • [37]Guerrero EG, Henwood B, Wenzel S: Service integration to reduce homelessness in Los Angeles County: multiple stakeholders’ perspective. Adm Soc Workin press
  • [38]Guagliardo MF: Spatial accessibility of primary care: concepts, methods and challenges. Int J Health Geogr 2004, 3:3. BioMed Central Full Text
  • [39]Higgs G: A literature review of the use of GIS-based measures of access to health care services. Health Serv Outcomes Res Methodol 2004, 5:119-139.
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