Dose–response effects for depression and Schizophrenia management on hospital utilization in Illinois Medicaid: a multivariate regression analysis
Background The prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the general population. Individuals suffering from mental illness, including schizophrenia and depression, also have higher rates of emergency department utilization, which...
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| Published in | BMC health services research Vol. 14; no. 1; p. 288 |
|---|---|
| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
London
BioMed Central
03.07.2014
BioMed Central Ltd Springer Nature B.V |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1472-6963 1472-6963 |
| DOI | 10.1186/1472-6963-14-288 |
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| Abstract | Background
The prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the general population. Individuals suffering from mental illness, including schizophrenia and depression, also have higher rates of emergency department utilization, which is costly and may not generate the positive health outcomes desired. Disease management programs strive to help individuals suffering from chronic illnesses better manage their condition(s) and seek health care in the appropriate settings. The objective of this manuscript is to estimate a dose–response impact on hospital inpatient and emergency room utilizations for any reason by Medicaid recipients with depression or schizophrenia who received disease management contacts.
Methods
Multivariate regression analysis of panel data taken from administrative claims was conducted to test the hypothesis that increased contacts lower the likelihood of all-cause inpatient admissions and emergency room visits. Subjects included 6,274 members of Illinois’ non-institutionalized Medicaid-only aged, blind or disabled population diagnosed with depression or schizophrenia. The statistical measure is the odds ratio. The odds ratio association is between the monthly utilization indicators and the number of contacts (doses) a member had for each particular disease management intervention.
Results
Higher numbers of intervention contacts for Medicaid recipients diagnosed with depression or schizophrenia were associated with statistically significant reductions in all-cause inpatient admissions and emergency room utilizations.
Conclusions
There is a high correlation between depression and schizophrenia disease management contacts and lowered all-cause hospital inpatient and emergency room utilizations. |
|---|---|
| AbstractList | Background
The prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the general population. Individuals suffering from mental illness, including schizophrenia and depression, also have higher rates of emergency department utilization, which is costly and may not generate the positive health outcomes desired. Disease management programs strive to help individuals suffering from chronic illnesses better manage their condition(s) and seek health care in the appropriate settings. The objective of this manuscript is to estimate a dose–response impact on hospital inpatient and emergency room utilizations for any reason by Medicaid recipients with depression or schizophrenia who received disease management contacts.
Methods
Multivariate regression analysis of panel data taken from administrative claims was conducted to test the hypothesis that increased contacts lower the likelihood of all-cause inpatient admissions and emergency room visits. Subjects included 6,274 members of Illinois’ non-institutionalized Medicaid-only aged, blind or disabled population diagnosed with depression or schizophrenia. The statistical measure is the odds ratio. The odds ratio association is between the monthly utilization indicators and the number of contacts (doses) a member had for each particular disease management intervention.
Results
Higher numbers of intervention contacts for Medicaid recipients diagnosed with depression or schizophrenia were associated with statistically significant reductions in all-cause inpatient admissions and emergency room utilizations.
Conclusions
There is a high correlation between depression and schizophrenia disease management contacts and lowered all-cause hospital inpatient and emergency room utilizations. Background The prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the general population. Individuals suffering from mental illness, including schizophrenia and depression, also have higher rates of emergency department utilization, which is costly and may not generate the positive health outcomes desired. Disease management programs strive to help individuals suffering from chronic illnesses better manage their condition(s) and seek health care in the appropriate settings. The objective of this manuscript is to estimate a dose-response impact on hospital inpatient and emergency room utilizations for any reason by Medicaid recipients with depression or schizophrenia who received disease management contacts. Methods Multivariate regression analysis of panel data taken from administrative claims was conducted to test the hypothesis that increased contacts lower the likelihood of all-cause inpatient admissions and emergency room visits. Subjects included 6,274 members of Illinois' non-institutionalized Medicaid-only aged, blind or disabled population diagnosed with depression or schizophrenia. The statistical measure is the odds ratio. The odds ratio association is between the monthly utilization indicators and the number of contacts (doses) a member had for each particular disease management intervention. Results Higher numbers of intervention contacts for Medicaid recipients diagnosed with depression or schizophrenia were associated with statistically significant reductions in all-cause inpatient admissions and emergency room utilizations. Conclusions There is a high correlation between depression and schizophrenia disease management contacts and lowered all-cause hospital inpatient and emergency room utilizations. Doc number: 288 Abstract Background: The prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the general population. Individuals suffering from mental illness, including schizophrenia and depression, also have higher rates of emergency department utilization, which is costly and may not generate the positive health outcomes desired. Disease management programs strive to help individuals suffering from chronic illnesses better manage their condition(s) and seek health care in the appropriate settings. The objective of this manuscript is to estimate a dose-response impact on hospital inpatient and emergency room utilizations for any reason by Medicaid recipients with depression or schizophrenia who received disease management contacts. Methods: Multivariate regression analysis of panel data taken from administrative claims was conducted to test the hypothesis that increased contacts lower the likelihood of all-cause inpatient admissions and emergency room visits. Subjects included 6,274 members of Illinois' non-institutionalized Medicaid-only aged, blind or disabled population diagnosed with depression or schizophrenia. The statistical measure is the odds ratio. The odds ratio association is between the monthly utilization indicators and the number of contacts (doses) a member had for each particular disease management intervention. Results: Higher numbers of intervention contacts for Medicaid recipients diagnosed with depression or schizophrenia were associated with statistically significant reductions in all-cause inpatient admissions and emergency room utilizations. Conclusions: There is a high correlation between depression and schizophrenia disease management contacts and lowered all-cause hospital inpatient and emergency room utilizations. The prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the general population. Individuals suffering from mental illness, including schizophrenia and depression, also have higher rates of emergency department utilization, which is costly and may not generate the positive health outcomes desired. Disease management programs strive to help individuals suffering from chronic illnesses better manage their condition(s) and seek health care in the appropriate settings. The objective of this manuscript is to estimate a dose-response impact on hospital inpatient and emergency room utilizations for any reason by Medicaid recipients with depression or schizophrenia who received disease management contacts.BACKGROUNDThe prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the general population. Individuals suffering from mental illness, including schizophrenia and depression, also have higher rates of emergency department utilization, which is costly and may not generate the positive health outcomes desired. Disease management programs strive to help individuals suffering from chronic illnesses better manage their condition(s) and seek health care in the appropriate settings. The objective of this manuscript is to estimate a dose-response impact on hospital inpatient and emergency room utilizations for any reason by Medicaid recipients with depression or schizophrenia who received disease management contacts.Multivariate regression analysis of panel data taken from administrative claims was conducted to test the hypothesis that increased contacts lower the likelihood of all-cause inpatient admissions and emergency room visits. Subjects included 6,274 members of Illinois' non-institutionalized Medicaid-only aged, blind or disabled population diagnosed with depression or schizophrenia. The statistical measure is the odds ratio. The odds ratio association is between the monthly utilization indicators and the number of contacts (doses) a member had for each particular disease management intervention.METHODSMultivariate regression analysis of panel data taken from administrative claims was conducted to test the hypothesis that increased contacts lower the likelihood of all-cause inpatient admissions and emergency room visits. Subjects included 6,274 members of Illinois' non-institutionalized Medicaid-only aged, blind or disabled population diagnosed with depression or schizophrenia. The statistical measure is the odds ratio. The odds ratio association is between the monthly utilization indicators and the number of contacts (doses) a member had for each particular disease management intervention.Higher numbers of intervention contacts for Medicaid recipients diagnosed with depression or schizophrenia were associated with statistically significant reductions in all-cause inpatient admissions and emergency room utilizations.RESULTSHigher numbers of intervention contacts for Medicaid recipients diagnosed with depression or schizophrenia were associated with statistically significant reductions in all-cause inpatient admissions and emergency room utilizations.There is a high correlation between depression and schizophrenia disease management contacts and lowered all-cause hospital inpatient and emergency room utilizations.CONCLUSIONSThere is a high correlation between depression and schizophrenia disease management contacts and lowered all-cause hospital inpatient and emergency room utilizations. The prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the general population. Individuals suffering from mental illness, including schizophrenia and depression, also have higher rates of emergency department utilization, which is costly and may not generate the positive health outcomes desired. Disease management programs strive to help individuals suffering from chronic illnesses better manage their condition(s) and seek health care in the appropriate settings. The objective of this manuscript is to estimate a dose-response impact on hospital inpatient and emergency room utilizations for any reason by Medicaid recipients with depression or schizophrenia who received disease management contacts. Multivariate regression analysis of panel data taken from administrative claims was conducted to test the hypothesis that increased contacts lower the likelihood of all-cause inpatient admissions and emergency room visits. Subjects included 6,274 members of Illinois' non-institutionalized Medicaid-only aged, blind or disabled population diagnosed with depression or schizophrenia. The statistical measure is the odds ratio. The odds ratio association is between the monthly utilization indicators and the number of contacts (doses) a member had for each particular disease management intervention. Higher numbers of intervention contacts for Medicaid recipients diagnosed with depression or schizophrenia were associated with statistically significant reductions in all-cause inpatient admissions and emergency room utilizations. There is a high correlation between depression and schizophrenia disease management contacts and lowered all-cause hospital inpatient and emergency room utilizations. The prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the general population. Individuals suffering from mental illness, including schizophrenia and depression, also have higher rates of emergency department utilization, which is costly and may not generate the positive health outcomes desired. Disease management programs strive to help individuals suffering from chronic illnesses better manage their condition(s) and seek health care in the appropriate settings. The objective of this manuscript is to estimate a dose-response impact on hospital inpatient and emergency room utilizations for any reason by Medicaid recipients with depression or schizophrenia who received disease management contacts. Multivariate regression analysis of panel data taken from administrative claims was conducted to test the hypothesis that increased contacts lower the likelihood of all-cause inpatient admissions and emergency room visits. Subjects included 6,274 members of Illinois' non-institutionalized Medicaid-only aged, blind or disabled population diagnosed with depression or schizophrenia. The statistical measure is the odds ratio. The odds ratio association is between the monthly utilization indicators and the number of contacts (doses) a member had for each particular disease management intervention. Higher numbers of intervention contacts for Medicaid recipients diagnosed with depression or schizophrenia were associated with statistically significant reductions in all-cause inpatient admissions and emergency room utilizations. There is a high correlation between depression and schizophrenia disease management contacts and lowered all-cause hospital inpatient and emergency room utilizations. |
| ArticleNumber | 288 |
| Audience | Academic |
| Author | Miller, Mary Warnick, Kathleen Berg, Gregory D Medina, Wendie Donnelly, Shawn |
| AuthorAffiliation | 3 Formerly with Illinois Department of Healthcare and Family Services, Springfield, IL, USA 2 Illinois Department of Healthcare and Family Services, Springfield, IL, USA 1 McKesson Corporation, Westminster, CO, USA |
| AuthorAffiliation_xml | – name: 1 McKesson Corporation, Westminster, CO, USA – name: 3 Formerly with Illinois Department of Healthcare and Family Services, Springfield, IL, USA – name: 2 Illinois Department of Healthcare and Family Services, Springfield, IL, USA |
| Author_xml | – sequence: 1 givenname: Gregory D surname: Berg fullname: Berg, Gregory D email: Greg.Berg@McKesson.com organization: McKesson Corporation – sequence: 2 givenname: Shawn surname: Donnelly fullname: Donnelly, Shawn organization: McKesson Corporation – sequence: 3 givenname: Kathleen surname: Warnick fullname: Warnick, Kathleen organization: McKesson Corporation – sequence: 4 givenname: Wendie surname: Medina fullname: Medina, Wendie organization: Illinois Department of Healthcare and Family Services – sequence: 5 givenname: Mary surname: Miller fullname: Miller, Mary organization: Formerly with Illinois Department of Healthcare and Family Services |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/24989717$$D View this record in MEDLINE/PubMed |
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| Cites_doi | 10.4278/0890-1171-12.1.38 10.1001/jama.288.7.889 10.1001/jama.288.15.1909 10.1089/pop.2010.0067 10.1001/jama.288.14.1775 10.1001/archpsyc.1993.01820140007001 10.1377/hlthaff.2010.0765 10.1001/jama.288.19.2469 10.3122/jabfm.2008.05.070287 10.1377/hlthaff.27.6.w513 10.1161/CIRCULATIONAHA.106.177322 10.1377/hlthaff.20.6.64 |
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| Copyright | Berg et al.; licensee BioMed Central Ltd. 2014 COPYRIGHT 2014 BioMed Central Ltd. 2014 Berg et al.; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. Copyright © 2014 Berg et al.; licensee BioMed Central Ltd. 2014 Berg et al.; licensee BioMed Central Ltd. |
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| Keywords | Inpatient Admission Schizophrenia Emergency Department Visit Assertive Community Treatment Disease Management Program |
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Epidemiologic catchment area prospective 1-year prevalence rates of disorders and servicesArch Gen Psychiatry199350285941:STN:280:DyaK3s7ltFOhsQ%3D%3D10.1001/archpsyc.1993.018201400070018427558 – reference: BodenheimerTWagnerEHGrumbachKImproving primary care for persons with chronic illnessJAMA2002288141775177910.1001/jama.288.14.177512365965 – reference: LevitKRKassedCACoffeyRMMarkTLStrangesEMBuckJAVandivort-WarrenRFuture funding for mental health and substance abuse: increasing burdens for the public sectorHealth Aff (Millwood)2008276w513w52210.1377/hlthaff.27.6.w513 – ident: 3384_CR22 – ident: 3384_CR18 – volume: 12 start-page: 38 issue: 1 year: 1997 ident: 3384_CR20 publication-title: Am J Health Promot doi: 10.4278/0890-1171-12.1.38 – volume-title: Mental disorders and/or substance abuse related to one of every eight emergency department cases year: 2010 ident: 3384_CR5 – volume: 288 start-page: 889 issue: 7 year: 2002 ident: 3384_CR15 publication-title: JAMA doi: 10.1001/jama.288.7.889 – volume: 288 start-page: 1909 issue: 15 year: 2002 ident: 3384_CR17 publication-title: JAMA doi: 10.1001/jama.288.15.1909 – volume: 14 start-page: S29 issue: Supp 1 year: 2011 ident: 3384_CR19 publication-title: Popul Health Manag doi: 10.1089/pop.2010.0067 – volume-title: Influence: The Psychology of Persuasion year: 2006 ident: 3384_CR21 – volume-title: The five most costly conditions, 1996 and 2006: estimates for the U.S. civilian noninstitutionalized population year: 2009 ident: 3384_CR6 – volume: 288 start-page: 1775 issue: 14 year: 2002 ident: 3384_CR16 publication-title: JAMA doi: 10.1001/jama.288.14.1775 – volume: 50 start-page: 85 issue: 2 year: 1993 ident: 3384_CR7 publication-title: Arch Gen Psychiatry doi: 10.1001/archpsyc.1993.01820140007001 – volume: 30 start-page: 284 issue: 2 year: 2011 ident: 3384_CR2 publication-title: Health Aff (Millwood) doi: 10.1377/hlthaff.2010.0765 – ident: 3384_CR8 – volume: 288 start-page: 2469 issue: 19 year: 2002 ident: 3384_CR11 publication-title: JAMA doi: 10.1001/jama.288.19.2469 – volume: 21 start-page: 427 issue: 5 year: 2008 ident: 3384_CR13 publication-title: J Am Board Fam Med doi: 10.3122/jabfm.2008.05.070287 – volume: 59 start-page: 1229 issue: 38 year: 2010 ident: 3384_CR9 publication-title: MMWR Morb Mortal Wkly Rep Erratum – ident: 3384_CR14 – volume: 27 start-page: w513 issue: 6 year: 2008 ident: 3384_CR3 publication-title: Health Aff (Millwood) doi: 10.1377/hlthaff.27.6.w513 – ident: 3384_CR4 – volume: 114 start-page: 1432 issue: 13 year: 2006 ident: 3384_CR12 publication-title: Circulation doi: 10.1161/CIRCULATIONAHA.106.177322 – volume: 20 start-page: 64 issue: 6 year: 2001 ident: 3384_CR10 publication-title: Health Aff (Millwood) doi: 10.1377/hlthaff.20.6.64 – ident: 3384_CR1 – reference: 12377092 - JAMA. 2002 Oct 16;288(15):1909-14 – reference: 21323617 - Popul Health Manag. 2011 Feb;14 Suppl 1:S29-33 – reference: 20881934 - MMWR Morb Mortal Wkly Rep. 2010 Oct 1;59(38):1229-35 – reference: 12186609 - JAMA. 2002 Aug 21;288(7):889-93 – reference: 8427558 - Arch Gen Psychiatry. 1993 Feb;50(2):85-94 – reference: 18772297 - J Am Board Fam Med. 2008 Sep-Oct;21(5):427-40 – reference: 21289350 - Health Aff (Millwood). 2011 Feb;30(2):284-92 – reference: 16952985 - Circulation. 2006 Sep 26;114(13):1432-45 – reference: 11816692 - Health Aff (Millwood). 2001 Nov-Dec;20(6):64-78 – reference: 10170434 - Am J Health Promot. 1997 Sep-Oct;12(1):38-48 – reference: 12365965 - JAMA. 2002 Oct 9;288(14):1775-9 – reference: 12435261 - JAMA. 2002 Nov 20;288(19):2469-75 – reference: 18840617 - Health Aff (Millwood). 2008 Nov-Dec;27(6):w513-22 |
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The prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the general population.... The prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the general population. Individuals... Background The prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the general population.... Doc number: 288 Abstract Background: The prevalence of schizophrenia and depression in the United States is far higher among Medicaid recipients than in the... |
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| SubjectTerms | Addictive behaviors Aged Analysis Behavior Chronic illnesses Collaboration Depression - epidemiology Depression - therapy Design Disease Management Drug abuse Drug therapy economics and financing systems Emergency medical care Emergency Service, Hospital - utilization expenditure Female Health Administration Health care delivery Health care expenditures Health Informatics Hospitalization - statistics & numerical data Hospitals Humans Illinois - epidemiology Intervention Longitudinal Studies Male Management science Medicaid Medicaid - statistics & numerical data Medicine Medicine & Public Health Mental depression Mental disorders Mental health Mental health care Mind body relationship Nurses Nursing Research Odds Ratio Patient admissions Patient Education as Topic Population Prevalence Public Health Regression analysis Research Article Schizophrenia Schizophrenia - epidemiology Schizophrenia - therapy Statistics United States Utilization |
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| Title | Dose–response effects for depression and Schizophrenia management on hospital utilization in Illinois Medicaid: a multivariate regression analysis |
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