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Published in: BMC Health Services Research 1/2007

Open Access 01-12-2007 | Research article

Exploring the association of dual use of the VHA and Medicare with mortality: separating the contributions of inpatient and outpatient services

Authors: Fredric D Wolinsky, Hyonggin An, Li Liu, Thomas R Miller, Gary E Rosenthal

Published in: BMC Health Services Research | Issue 1/2007

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Abstract

Background

Older veterans may use both the Veterans Health Administration (VHA) and Medicare, but the association of dual use with health outcomes is unclear. We examined the association of indirect measures of dual use with mortality.

Methods

Our secondary analysis used survey, claims, and National Death Index data from the Survey on Assets and Health Dynamics among the Oldest Old. The analytic sample included 1,521 men who were Medicare beneficiaries. Veterans were classified as dual users when their self-reported number of hospital episodes or physician visits exceeded that in their Medicare claims. Veterans reporting inpatient or outpatient visits but having no Medicare claims were classified as VHA-only users. Proportional hazards regression was used.

Results

897 (59%) of the men were veterans, of whom 134 (15%) were dual users. Among dual users, 60 (45%) met the criterion based on inpatient services, 54 (40%) based on outpatient services, and 20 (15%) based on both. 766 men (50%) died. Adjusting for covariates, the independent effect of any dual use was a 38% increased mortality risk (AHR = 1.38; p = .02). Dual use based on outpatient services marginally increased mortality risk by 45% (AHR = 1.45; p = .06), and dual use based on both inpatient and outpatient services increased the risk by 98% (AHR = 1.98; p = .02).

Conclusion

Indirect measures of dual use were associated with increased mortality risk. New strategies to better coordinate care, such as shared medical records, should be considered.
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Literature
2.
go back to reference Fisher ES, Welch HG: The future of the Department of Veterans Affairs health care system. JAMA. 1995, 273 (8): 651-655. 10.1001/jama.273.8.651.PubMedCrossRef Fisher ES, Welch HG: The future of the Department of Veterans Affairs health care system. JAMA. 1995, 273 (8): 651-655. 10.1001/jama.273.8.651.PubMedCrossRef
3.
go back to reference Fleming C, Fisher ES, Chang C, Bubolz TA, Malenka DJ: Studying outcomes and hospital utilization in the elderly: The advantages of a merged data base for Medicare and Veterans Affairs Hospitals. Med Care. 1992, 30: 377-388. 10.1097/00005650-199205000-00001.PubMedCrossRef Fleming C, Fisher ES, Chang C, Bubolz TA, Malenka DJ: Studying outcomes and hospital utilization in the elderly: The advantages of a merged data base for Medicare and Veterans Affairs Hospitals. Med Care. 1992, 30: 377-388. 10.1097/00005650-199205000-00001.PubMedCrossRef
4.
go back to reference Hisnanick JJ: Changes over time in the ADL status of elderly US veterans. Age Ageing. 1994, 23 (6): 505-511. 10.1093/ageing/23.6.505. November 1, 1994PubMedCrossRef Hisnanick JJ: Changes over time in the ADL status of elderly US veterans. Age Ageing. 1994, 23 (6): 505-511. 10.1093/ageing/23.6.505. November 1, 1994PubMedCrossRef
5.
go back to reference Iglehart JK: The Veterans Administration medical care system faces an uncertain future. NEJM. 1985, 13 (1985): 1168-1171.CrossRef Iglehart JK: The Veterans Administration medical care system faces an uncertain future. NEJM. 1985, 13 (1985): 1168-1171.CrossRef
6.
go back to reference Levinsky NG: Health care for veterans: The limits of obligation. Hastings Center Report. 1986, 16: 10-13.CrossRef Levinsky NG: Health care for veterans: The limits of obligation. Hastings Center Report. 1986, 16: 10-13.CrossRef
8.
go back to reference Passman LJ, Garcia RE, Campbell L, Winter E: Elderly veterans receiving care at a Veterans Affairs medical center while enrolled in Medicare-financed HMOs: Is the taxpayer paying twice?. J Gen Intern Med. 1997, 12 (4): 247-249.PubMedPubMedCentral Passman LJ, Garcia RE, Campbell L, Winter E: Elderly veterans receiving care at a Veterans Affairs medical center while enrolled in Medicare-financed HMOs: Is the taxpayer paying twice?. J Gen Intern Med. 1997, 12 (4): 247-249.PubMedPubMedCentral
9.
go back to reference Shen Y, Hendricks A, Zhang S, Kazis LE: VHA enrollees' health care coverage and use of care. Med Care Res Rev. 2003, 60 (2): 253-267. 10.1177/1077558703060002007. June 1, 2003PubMedCrossRef Shen Y, Hendricks A, Zhang S, Kazis LE: VHA enrollees' health care coverage and use of care. Med Care Res Rev. 2003, 60 (2): 253-267. 10.1177/1077558703060002007. June 1, 2003PubMedCrossRef
10.
go back to reference Wright SM, Daley J, Fisher ES, Thibault GE: Where do elderly veterans obtain care for acute myocardial infarction: Department of Veterans Affairs or Medicare?. Med Care. 1997, 31 (6): 739-754. Wright SM, Daley J, Fisher ES, Thibault GE: Where do elderly veterans obtain care for acute myocardial infarction: Department of Veterans Affairs or Medicare?. Med Care. 1997, 31 (6): 739-754.
11.
go back to reference Fisher ES: Unmanaged care-dual utilization of the Veterans Affairs and Medicare health systems. 1994, White River Junction, VT: VA Medical Center Fisher ES: Unmanaged care-dual utilization of the Veterans Affairs and Medicare health systems. 1994, White River Junction, VT: VA Medical Center
13.
go back to reference Agency for Healthcare Research and Quality: Guide to prevention quality indicators. 2002, Rockville, MD: Agency for Healthcare Research and Quality, AHRQ Pub. No. 02-R0203 Agency for Healthcare Research and Quality: Guide to prevention quality indicators. 2002, Rockville, MD: Agency for Healthcare Research and Quality, AHRQ Pub. No. 02-R0203
14.
go back to reference Agency for Healthcare Research and Quality: AHRQ quality indicators – prevention quality indicators: Software documentation, version 2.1 – SPSS. Revision 4 (November 24, 2004). 2004, Rockville, MD: Agency for Healthcare Research and Quality, AHRQ Pub. No. 02-R0207 Agency for Healthcare Research and Quality: AHRQ quality indicators – prevention quality indicators: Software documentation, version 2.1 – SPSS. Revision 4 (November 24, 2004). 2004, Rockville, MD: Agency for Healthcare Research and Quality, AHRQ Pub. No. 02-R0207
15.
go back to reference Institute of Medicine: Crossing the quality chasm: A new health system for the 21st century. 2001, Washington, D.C.: National Academy Press Institute of Medicine: Crossing the quality chasm: A new health system for the 21st century. 2001, Washington, D.C.: National Academy Press
16.
go back to reference Wolinsky FD, Miller TR, Hyonggin A, Brezinski PR, Vaughn TE, Rosenthal GE: Dual use of Medicare and the Veterans Health Administration: Are there adverse outcomes?. BMC Health Serv Res. 2006, 6 (131): 1-11. Wolinsky FD, Miller TR, Hyonggin A, Brezinski PR, Vaughn TE, Rosenthal GE: Dual use of Medicare and the Veterans Health Administration: Are there adverse outcomes?. BMC Health Serv Res. 2006, 6 (131): 1-11.
17.
go back to reference Myers GC, Juster FT, Suzman RM: Asset and Health Dynamics Among the Oldest Old (AHEAD): Initial results from the longitudinal study. J Gerontol: Psych Soc Sci. 1997, 52B (Special). Myers GC, Juster FT, Suzman RM: Asset and Health Dynamics Among the Oldest Old (AHEAD): Initial results from the longitudinal study. J Gerontol: Psych Soc Sci. 1997, 52B (Special).
18.
go back to reference Juster FT, Suzman RM: An overview of the Health and Retirement Study. J Human Resources. 1995, 30: S7-S56. 10.2307/146277.CrossRef Juster FT, Suzman RM: An overview of the Health and Retirement Study. J Human Resources. 1995, 30: S7-S56. 10.2307/146277.CrossRef
19.
go back to reference Wolinsky FD, Miller TR, An H, et al: Hospital episodes and physician visits in the AHEAD cohort: the concordance between self-reports and Medicare claims. Med Care. 2007. Wolinsky FD, Miller TR, An H, et al: Hospital episodes and physician visits in the AHEAD cohort: the concordance between self-reports and Medicare claims. Med Care. 2007.
20.
go back to reference Wolinsky FD, Miller TR, Geweke JF, et al: An interpersonal continuity of care measure for Medicare Part B claims analyses. J Gerontol: Psych Soc Sci. 2007. Wolinsky FD, Miller TR, Geweke JF, et al: An interpersonal continuity of care measure for Medicare Part B claims analyses. J Gerontol: Psych Soc Sci. 2007.
22.
go back to reference Andersen R, Kasper J, Frankel MR, Associates: Total survey error. 1979, San Francisco, CA: Jossey-Bass Andersen R, Kasper J, Frankel MR, Associates: Total survey error. 1979, San Francisco, CA: Jossey-Bass
23.
go back to reference Cleary PD, Jette AM: The validity of self-reported physician utilization measures. Med Care. 1984, 22: 796-803. 10.1097/00005650-198409000-00003.PubMedCrossRef Cleary PD, Jette AM: The validity of self-reported physician utilization measures. Med Care. 1984, 22: 796-803. 10.1097/00005650-198409000-00003.PubMedCrossRef
24.
go back to reference Coleman EA, Wagner EH, Grothaus LC, Hecht J, Savarino J, Buchner DM: Predicting hospitalization and functional decline in older health plan enrollees: Are administrative data as accurate as self-report?. J Am Geriatr Soc. 1998, 46 (4): 419-425. 1 April, 1998PubMedCrossRef Coleman EA, Wagner EH, Grothaus LC, Hecht J, Savarino J, Buchner DM: Predicting hospitalization and functional decline in older health plan enrollees: Are administrative data as accurate as self-report?. J Am Geriatr Soc. 1998, 46 (4): 419-425. 1 April, 1998PubMedCrossRef
25.
go back to reference Glandon GL, Counte MA, Tancredi D: An analysis of physiciant utilization by elderly persons: systematic differences between self-report and archival information. J Gerontol: Psych Soc Sci. 1992, 47: S245-S252.CrossRef Glandon GL, Counte MA, Tancredi D: An analysis of physiciant utilization by elderly persons: systematic differences between self-report and archival information. J Gerontol: Psych Soc Sci. 1992, 47: S245-S252.CrossRef
26.
go back to reference Jobe JB, Mingay DJ: Cognitive research improves questionnaires. AJPH. 1989, 79 (8): 1053-1055.CrossRef Jobe JB, Mingay DJ: Cognitive research improves questionnaires. AJPH. 1989, 79 (8): 1053-1055.CrossRef
27.
go back to reference Jobe JB, Tourangeau R, Smith AF: Contributions of survey research to the understanding of memory. Appl Cog Psych. 1993, 7 (7): 567-584.CrossRef Jobe JB, Tourangeau R, Smith AF: Contributions of survey research to the understanding of memory. Appl Cog Psych. 1993, 7 (7): 567-584.CrossRef
28.
go back to reference Jobe JB, White AA, Kelley CL, Mingay DJ, Sanchez MJ, Loftus EF: Recall strategies and memory for health-care visits. Milbank. 1990, 68 (2): 171-189. 10.2307/3350095.CrossRef Jobe JB, White AA, Kelley CL, Mingay DJ, Sanchez MJ, Loftus EF: Recall strategies and memory for health-care visits. Milbank. 1990, 68 (2): 171-189. 10.2307/3350095.CrossRef
29.
go back to reference Roberts RO, Bergstralh EJ, Schmidt L, Jacobsen SJ: Comparison of self-reported and medical record health care utilization measures. J Clin Epi. 1996, 49 (9): 989-995. 10.1016/0895-4356(96)00143-6.CrossRef Roberts RO, Bergstralh EJ, Schmidt L, Jacobsen SJ: Comparison of self-reported and medical record health care utilization measures. J Clin Epi. 1996, 49 (9): 989-995. 10.1016/0895-4356(96)00143-6.CrossRef
30.
go back to reference Wallihan DB, Stump TE, Callahan CM: Accuracy of self-reported health services use and patterns of care among urban older adults. Med Care. 1999, 37 (7): 662-670. 10.1097/00005650-199907000-00006.PubMedCrossRef Wallihan DB, Stump TE, Callahan CM: Accuracy of self-reported health services use and patterns of care among urban older adults. Med Care. 1999, 37 (7): 662-670. 10.1097/00005650-199907000-00006.PubMedCrossRef
31.
go back to reference Kohout FJ, Berkman LF, Evans DA: Two shorter forms of the CES-D (Center for Epidemiological Studies Depression) depression symptoms index. J Aging Health. 1993, 5: 179-193. 10.1177/089826439300500202.PubMedCrossRef Kohout FJ, Berkman LF, Evans DA: Two shorter forms of the CES-D (Center for Epidemiological Studies Depression) depression symptoms index. J Aging Health. 1993, 5: 179-193. 10.1177/089826439300500202.PubMedCrossRef
32.
go back to reference Herzog AR, Wallace RB: Measures of cognitive functioning in the AHEAD Study. J Gerontol: Psych Soc Sci. 1997, 52: 37-48.CrossRef Herzog AR, Wallace RB: Measures of cognitive functioning in the AHEAD Study. J Gerontol: Psych Soc Sci. 1997, 52: 37-48.CrossRef
33.
go back to reference Cox DR: Regression models and life tables. J Royal Stat Soc. 1972, 34: 187-202. Cox DR: Regression models and life tables. J Royal Stat Soc. 1972, 34: 187-202.
34.
go back to reference Allison: Event history analysis: Regression for longitudinal event data. 1984, Beverly Hills, CA: SageCrossRef Allison: Event history analysis: Regression for longitudinal event data. 1984, Beverly Hills, CA: SageCrossRef
35.
go back to reference Concato J, Feinstein AR, Holford TR: The risk of determining risk with multivariable models. Ann Intern Med. 1993, 118: 201-210.PubMedCrossRef Concato J, Feinstein AR, Holford TR: The risk of determining risk with multivariable models. Ann Intern Med. 1993, 118: 201-210.PubMedCrossRef
36.
go back to reference Concato J, Peduzzi JP, Holford TR, Feinstein AR: Importance of events per independent variable in proportional hazards regression analysis. 1. Background, goals, and general strategy. J Clin Epi. 1995, 45: 1495-1501. 10.1016/0895-4356(95)00510-2.CrossRef Concato J, Peduzzi JP, Holford TR, Feinstein AR: Importance of events per independent variable in proportional hazards regression analysis. 1. Background, goals, and general strategy. J Clin Epi. 1995, 45: 1495-1501. 10.1016/0895-4356(95)00510-2.CrossRef
37.
go back to reference Harrell FE, Lee KL, Mark DB: Multivariable prognostic models: Issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med. 1996, 15: 361-387. 10.1002/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO;2-4.CrossRef Harrell FE, Lee KL, Mark DB: Multivariable prognostic models: Issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors. Stat Med. 1996, 15: 361-387. 10.1002/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO;2-4.CrossRef
38.
go back to reference Long JS: Regression models for categorical and limited dependent variables. 1997, Beverly Hills, CA: Sage Long JS: Regression models for categorical and limited dependent variables. 1997, Beverly Hills, CA: Sage
39.
go back to reference Peduzzi JP, Concato J, Feinstein AR, Holford TR: Importance of events per independent variable in proportional hazards regression analysis. II. Accuracy and precision of regression estimates. J Clin Epi. 1995, 48: 1503-1510. 10.1016/0895-4356(95)00048-8.CrossRef Peduzzi JP, Concato J, Feinstein AR, Holford TR: Importance of events per independent variable in proportional hazards regression analysis. II. Accuracy and precision of regression estimates. J Clin Epi. 1995, 48: 1503-1510. 10.1016/0895-4356(95)00048-8.CrossRef
40.
go back to reference Hanley JA, McNeil BJ: The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology. 1982, 143 (1): 29-36. April 1, 1982PubMedCrossRef Hanley JA, McNeil BJ: The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology. 1982, 143 (1): 29-36. April 1, 1982PubMedCrossRef
41.
go back to reference Hosmer DW, Lemeshow S: Applied logistic regression. 1989, New York: Wiley Hosmer DW, Lemeshow S: Applied logistic regression. 1989, New York: Wiley
42.
go back to reference Iglehart JK: Pursuing health IT: The delicate dance of government and the market. Health Aff. 2005, 24 (5): 1100-1101. 10.1377/hlthaff.24.5.1100. September 1, 2005CrossRef Iglehart JK: Pursuing health IT: The delicate dance of government and the market. Health Aff. 2005, 24 (5): 1100-1101. 10.1377/hlthaff.24.5.1100. September 1, 2005CrossRef
43.
go back to reference McDonald CJ, Overhage JM, Barnes M, et al: The Indiana Network For Patient Care: A Working Local Health Information Infrastructure. Health Aff. 2005, 24 (5): 1214-1220. 10.1377/hlthaff.24.5.1214. September 1, 2005CrossRef McDonald CJ, Overhage JM, Barnes M, et al: The Indiana Network For Patient Care: A Working Local Health Information Infrastructure. Health Aff. 2005, 24 (5): 1214-1220. 10.1377/hlthaff.24.5.1214. September 1, 2005CrossRef
44.
go back to reference Hillestad R, Bigelow J, Bower A, et al: Can electronic medical record systems transform health care? Potential health benefits, savings, and costs. Health Aff. 2005, 24 (5): 1103-1117. 10.1377/hlthaff.24.5.1103. September 1, 2005CrossRef Hillestad R, Bigelow J, Bower A, et al: Can electronic medical record systems transform health care? Potential health benefits, savings, and costs. Health Aff. 2005, 24 (5): 1103-1117. 10.1377/hlthaff.24.5.1103. September 1, 2005CrossRef
45.
go back to reference Himmelstein DU, Woolhandler S: Hope and hype: Predicting the impact of electronic medical records. Health Aff. 2005, 24 (5): 1121-1123. 10.1377/hlthaff.24.5.1121. September 1, 2005CrossRef Himmelstein DU, Woolhandler S: Hope and hype: Predicting the impact of electronic medical records. Health Aff. 2005, 24 (5): 1121-1123. 10.1377/hlthaff.24.5.1121. September 1, 2005CrossRef
46.
go back to reference Rubin DB: Using multivariate matched sampling and regression adjustment to control bias in observational studies. J Am Stat Assoc. 1979, 74: 318-324. 10.2307/2286330. Rubin DB: Using multivariate matched sampling and regression adjustment to control bias in observational studies. J Am Stat Assoc. 1979, 74: 318-324. 10.2307/2286330.
47.
go back to reference Rosenbaum PR, Rubin DB: The central role of the propensity score in observational studies for causal effects. Biometrika. 1983, 70 (1): 41-55. 10.1093/biomet/70.1.41.CrossRef Rosenbaum PR, Rubin DB: The central role of the propensity score in observational studies for causal effects. Biometrika. 1983, 70 (1): 41-55. 10.1093/biomet/70.1.41.CrossRef
48.
go back to reference D'Agostino RBJ: Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group. Stat Med. 1998, 17 (19): 2265-2281. 10.1002/(SICI)1097-0258(19981015)17:19<2265::AID-SIM918>3.0.CO;2-B.PubMedCrossRef D'Agostino RBJ: Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group. Stat Med. 1998, 17 (19): 2265-2281. 10.1002/(SICI)1097-0258(19981015)17:19<2265::AID-SIM918>3.0.CO;2-B.PubMedCrossRef
Metadata
Title
Exploring the association of dual use of the VHA and Medicare with mortality: separating the contributions of inpatient and outpatient services
Authors
Fredric D Wolinsky
Hyonggin An
Li Liu
Thomas R Miller
Gary E Rosenthal
Publication date
01-12-2007
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2007
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-7-70

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