Junling Wang1, Yanru Qiao2, Ya-Chen Tina Shih3, Christina A Spivey4, Samuel Dagogo-Jack5, Jim Y Wan6, Shelley I White-Means7, William C Cushman8, Marie A Chisholm-Burns9. 1. Health Outcomes and Policy Research & Interim Graduate Program Co-Director, Department of Clinical Pharmacy, University of Tennessee College of Pharmacy, 881 Madison Avenue, Room 221, Memphis, TN 38163, , , jwang26@uthsc.edu. 2. Health Outcomes and Policy Research, Department of Clinical Pharmacy, University of Tennessee College of Pharmacy, 881 Madison Avenue, Room 212, Memphis, TN 38163, , , yqiao1@uthsc.edu. 3. Section of Hospital Medicine, Department of Medicine & Director, Program in the Economics of Cancer, University of Chicago, 5841 S. Maryland Ave., MC 5000, Office W306, Chicago, IL 60637, , , tshih@medicine.bsd.uchicago.edu. 4. Department of Clinical Pharmacy, University of Tennessee College of Pharmacy, 881 Madison Avenue, Room 258, , , cspivey3@uthsc.edu. 5. Division of Endocrinology, Diabetes & Metabolism Director, Clinical Research Center, University of Tennessee Health Science Center, 920 Madison Avenue, Suite 300A, Memphis, TN 38163, , , sdj@uthsc.edu. 6. Department of Preventive Medicine, University of Tennessee Health Science Center, 66 N. Pauline, Suite 633, Memphis, TN 38163, , , jwan@uthsc.edu. 7. Consortium for Health Education, Economic Empowerment and Research (CHEER), Department of Clinical Pharmacy, University of Tennessee College of Pharmacy, 881 Madison Avenue, Room 202, Memphis, TN 38163, , , swhiteme@uthsc.edu. 8. Department of Preventive Medicine and Medicine, University of Tennessee College of Medicine & Chief, Preventive Medicine Section, Veterans Affairs Medical Center, 1030 Jefferson Avenue, Room 5159, Memphis, TN 38104, , , william.cushman@va.gov. 9. University of Tennessee College of Pharmacy, 881 Madison Avenue, Room 264, Memphis, TN 38163, , , mchisho3@uthsc.edu.
Abstract
OBJECTIVE: Medication therapy management (MTM) has the potential to play an instrumental role in reducing racial and ethnic disparities in health care. However, previous research has found that Blacks and Hispanics are less likely to be eligible for MTM. The purpose of the current study was to examine the potential effects of MTM eligibility criteria on racial and ethnic disparities in health outcomes. METHODS: The current study is a retrospective cross-sectional analysis of the Medicare Current Beneficiary Survey Cost and Use files for the years 2007 and 2008. A difference-in-differences model was used to compare disparities in outcomes between ineligible and eligible beneficiaries according to MTM eligibility criteria in 2010. This was achieved by including in regression models interaction terms between dummy variables for Blacks/Hispanics and MTM eligibility criteria. Interaction terms were interpreted on both multiplicative and additive terms. Various regression models were used depending on the types of variables. KEY FINDINGS: Whites were more likely to report self-perceived good health status than Blacks and Hispanics among both MTM-eligible and MTM-ineligible populations. Disparities were greater among MTM-ineligible than MTM-eligible populations (e.g., on additive term, difference in odds=1.94 and P<0.01 for Whites and Blacks; difference in odds=2.86 and P<0.01 for Whites and Hispanics). A few other measures also exhibited significant patterns. CONCLUSIONS: MTM eligibility criteria may exacerbate racial and ethnic disparities in health status and some measures of health services utilizations and costs and medication utilization. Future research should examine strategies to remediate the effects of MTM eligibility criteria on disparities.
OBJECTIVE: Medication therapy management (MTM) has the potential to play an instrumental role in reducing racial and ethnic disparities in health care. However, previous research has found that Blacks and Hispanics are less likely to be eligible for MTM. The purpose of the current study was to examine the potential effects of MTM eligibility criteria on racial and ethnic disparities in health outcomes. METHODS: The current study is a retrospective cross-sectional analysis of the Medicare Current Beneficiary Survey Cost and Use files for the years 2007 and 2008. A difference-in-differences model was used to compare disparities in outcomes between ineligible and eligible beneficiaries according to MTM eligibility criteria in 2010. This was achieved by including in regression models interaction terms between dummy variables for Blacks/Hispanics and MTM eligibility criteria. Interaction terms were interpreted on both multiplicative and additive terms. Various regression models were used depending on the types of variables. KEY FINDINGS:Whites were more likely to report self-perceived good health status than Blacks and Hispanics among both MTM-eligible and MTM-ineligible populations. Disparities were greater among MTM-ineligible than MTM-eligible populations (e.g., on additive term, difference in odds=1.94 and P<0.01 for Whites and Blacks; difference in odds=2.86 and P<0.01 for Whites and Hispanics). A few other measures also exhibited significant patterns. CONCLUSIONS: MTM eligibility criteria may exacerbate racial and ethnic disparities in health status and some measures of health services utilizations and costs and medication utilization. Future research should examine strategies to remediate the effects of MTM eligibility criteria on disparities.
Authors: Junling Wang; Jason M Noel; Ilene H Zuckerman; Nancy A Miller; Fadia T Shaya; C Daniel Mullins Journal: Med Care Res Rev Date: 2006-12 Impact factor: 3.929
Authors: Leticia R Moczygemba; Jamie C Barner; Kenneth A Lawson; Carolyn M Brown; Evelyn R Gabrillo; Paul Godley; Michael Johnsrud Journal: Am J Geriatr Pharmacother Date: 2011-08-24
Authors: Junling Wang; Yanru Qiao; Ya-Chen Tina Shih; Jim Y Wan; Shelley I White-Means; Samuel Dagogo-Jack; William C Cushman Journal: Res Social Adm Pharm Date: 2013-06-10
Authors: Yanru Qiao; Christina A Spivey; Junling Wang; Ya-Chen Tina Shih; Jim Y Wan; Julie Kuhle; Samuel Dagogo-Jack; William C Cushman; Marie A Chisholm-Burns Journal: Inquiry Date: 2018 Jan-Dec Impact factor: 1.730
Authors: Christina A Spivey; Junling Wang; Yanru Qiao; Ya-Chen Tina Shih; Jim Y Wan; Julie Kuhle; Samuel Dagogo-Jack; William C Cushman; Marie Chisholm-Burns Journal: J Manag Care Spec Pharm Date: 2018-02