Estimating Regression-Based Medical Care Expenditure Indexes for Medicare Advantage Enrollees

2016 ◽  
Vol 19 (2) ◽  
pp. 261-297
Author(s):  
Anne E. Hall

Abstract I construct a disease-based medical expenditure index for Medicare Advantage (private plan) enrollees using data from the Medicare Current Beneficiary Survey from 2001 to 2009. I create the indexes by modeling total health-care expenditure as a function of each respondent’s diagnoses. Total medical inflation for this population is found to be 5.7 percent annually. By comparison, medical inflation in the Medicare fee-for-service (FFS) population is 4.5 percent annually. The difference is partly due to differential reporting of drug and nondrug spending in the MCBS for FFS beneficiaries; once this is corrected for, inflation among FFS beneficiaries is 5.0 percent. The remaining difference results from drug spending increasingly more rapidly among Medicare Advantage enrollees. I show that the introduction of Part D accounts for much of, and possibly all the remaining gap in inflation.

2022 ◽  
Author(s):  
Aryana Sepassi ◽  
Mark Bounthavong ◽  
Renu F. Singh ◽  
Mark Heyman ◽  
Kristin Beizai ◽  
...  

Measuring the population-level relationship between compromised mental health and diabetes care remains an important goal for clinicians and health care decision-makers. We evaluated the impact of self-reported unmet psychological need on health care resource utilization and total health care expenditure in people with type 2 diabetes. Patients who reported unmet psychological needs were more likely than those who did not to incur a higher annual medical expenditure, have greater resource utilization, and have a higher risk of all-cause mortality.


2022 ◽  
Author(s):  
Aryana Sepassi ◽  
Mark Bounthavong ◽  
Renu F. Singh ◽  
Mark Heyman ◽  
Kristin Beizai ◽  
...  

Measuring the population-level relationship between compromised mental health and diabetes care remains an important goal for clinicians and health care decision-makers. We evaluated the impact of self-reported unmet psychological need on health care resource utilization and total health care expenditure in people with type 2 diabetes. Patients who reported unmet psychological needs were more likely than those who did not to incur a higher annual medical expenditure, have greater resource utilization, and have a higher risk of all-cause mortality.


2022 ◽  
Author(s):  
Aryana Sepassi ◽  
Mark Bounthavong ◽  
Renu F. Singh ◽  
Mark Heyman ◽  
Kristin Beizai ◽  
...  

Measuring the population-level relationship between compromised mental health and diabetes care remains an important goal for clinicians and health care decision-makers. We evaluated the impact of self-reported unmet psychological need on health care resource utilization and total health care expenditure in people with type 2 diabetes. Patients who reported unmet psychological needs were more likely than those who did not to incur a higher annual medical expenditure, have greater resource utilization, and have a higher risk of all-cause mortality.


2019 ◽  
Vol 5 (3) ◽  
pp. p293
Author(s):  
Brett Lissenden

Compared to traditional fee-for-service Medicare (FFS), private Medicare Advantage (MA) plans offer additional health insurance coverage but restrict access to medical providers. This study measured how MA enrollment, relative to FFS enrollment, may influence mortality for cancer patients. The study used linked data from the Surveillance, Epidemiology, and End Results Program and Medicare administration (SEER-Medicare) including diagnoses between 2006 and 2011 at all four major cancer sites (breast, colorectal, lung, prostate). The key innovation of the study was to measure and account for variation in prescription drug coverage between MA and FFS cancer patients. Among cancer patients with Part D coverage, MA enrollment was associated with modestly increased mortality. The estimated relationships were statistically distinguishable from zero for lung cancer and (in most model specifications) colorectal cancer. The findings are consistent with a hypothesis that restricted provider access may reduce health outcomes for patients who already have a serious illness.


2021 ◽  
Vol 8 (Supplement_1) ◽  
pp. S11-S12
Author(s):  
Holly Yu ◽  
Jennifer L Nguyen ◽  
Tamuno Alfred ◽  
Jingying Zhou ◽  
Margaret A Olsen

Abstract Background US attributable CDI mortality and cost data are primarily from Medicare fee-for-service populations. Little is known about Medicare Advantage Enrollees (MAEs), who comprise about 39% of the Medicare population. Methods Using 2017‒2019 Optum’s de-identified Clinformatics® Data Mart database, this retrospective cohort study identified first C difficile infection (CDI) episodes occurring in 2018 among eligible MAEs ≥66 y of age who were continuously enrolled for 12 mo before CDI diagnosis (baseline period). CDI was defined via ICD10 diagnosis codes or evidence of toxin testing with CDI antibiotic treatment. To assess all-cause mortality and CDI-associated healthcare and patient out-of-pocket (OOP) costs, CDI+ cases were matched 1:1 to CDI– controls using propensity scores (PS) and were followed through the earliest of death, disenrollment or end of the 12 mo followup. Additionally, outcome analyses were stratified by infection acquisition and hospitalization status. Results Among 3,450,354 eligible MAEs, 15,195 (0.4%) had a CDI episode in 2018. Using PS generated from >60 variables collected in the baseline period, 14,928 CDI+ cases were matched to CDI– controls. Over 12 mo of follow-up, the difference in 1-y attributable mortality was 7.9% in the CDI+ (26.3%) vs CDI– (18.4%) cohort (Figure 1). CDI-attributable mortality was higher among hospitalized CDI+ cases (18.4% for healthcare associated [HA]; 13.1% for community associated [CA]) vs nonhospitalized CDI+ cases (HA, 4.5%; CA, 1.0%). Similarly, healthcare costs were higher for CDI+ vs CDI– patients, with excess mean total cost of &13,363 at the 2-mo follow-up (Figure 2). Total excess mean healthcare costs were greater among hospitalized CDI+ patients (HA, &28,139; CA, &28,136) than for nonhospitalized CDI+ patients (HA, &5741; CA, &2503). CDI-associated excess mean OOP cost was &409 for CDI+ cases at the 2 mo followup. Total excess mean OOP cost was highest in CA hospitalized CDI+ cases, followed by HA hospitalized CDI+ cases, HA nonhospitalized CDI+ cases and finally CA nonhospitalized CDI+ cases (&964, &574, &231 and &197, respectively). Conclusion CDI is associated with major mortality and total healthcare and OOP costs. Preventing CDI in the elderly may improve outcomes and reduce costs for healthcare systems and patients. Disclosures Holly Yu, MSPH, Pfizer Inc (Employee, Shareholder) Jennifer L Nguyen, ScD, MPH, Pfizer Inc. (Employee) Tamuno Alfred, PhD, Pfizer Inc. (Employee) Jingying Zhou, MA, MEd, Pfizer Inc (Employee, Shareholder) Margaret A. Olsen, PhD, MPH, Pfizer (Consultant, Research Grant or Support)


2021 ◽  
pp. 003435522098079
Author(s):  
Emre Umucu ◽  
Beatrice Lee ◽  
Veronica Estala-Gutierrez ◽  
Timothy Tansey

The purpose of this exploratory study was to examine whether demographic and disability variables predict total health care expenditure of Wisconsin PROMISE. The findings are intended to assist in promoting cost-effectiveness for future similar initiates. This study data were extracted from Wisconsin PROMISE data set. This study had a total of 1,443 youth with disabilities ( Mage = 14.89). The majority of participants were male (69%). Our results indicated that some demographic and disability–related characteristics are associated with total health care expenditure in control with VR case during PROMISE, control without VR case during PROMISE, and treatment group. Overall, findings of the current study suggest demographic and disability variables do assist in predicting total health care expenditure of Wisconsin PROMISE.


2017 ◽  
Vol 59 (3) ◽  
pp. 275-284 ◽  
Author(s):  
Min Gyung Kim ◽  
Hyunjoo Yang ◽  
Anna S. Mattila

New York City launched a restaurant sanitation letter grade system in 2010. We evaluate the impact of customer loyalty on restaurant revisit intentions after exposure to a sanitation grade alone, and after exposure to a sanitation grade plus narrative information about sanitation violations (e.g., presence of rats). We use a 2 (loyalty: high or low) × 4 (sanitation grade: A, B, C, or pending) between-subjects full factorial design to test the hypotheses using data from 547 participants recruited from Amazon MTurk who reside in the New York City area. Our study yields three findings. First, loyal customers exhibit higher intentions to revisit restaurants than non-loyal customers, regardless of sanitation letter grades. Second, the difference in revisit intentions between loyal and non-loyal customers is higher when sanitation grades are poorer. Finally, loyal customers are less sensitive to narrative information about sanitation violations.


2010 ◽  
Vol 13 (2) ◽  
Author(s):  
John F Cogan ◽  
R. Glenn Hubbard ◽  
Daniel Kessler

In this paper, we use publicly available data from the Medical Expenditure Panel Survey - Insurance Component (MEPS-IC) to investigate the effect of Massachusetts' health reform plan on employer-sponsored insurance premiums. We tabulate premium growth for private-sector employers in Massachusetts and the United States as a whole for 2004 - 2008. We estimate the effect of the plan as the difference in premium growth between Massachusetts and the United States between 2006 and 2008—that is, before versus after the plan—over and above the difference in premium growth for 2004 to 2006. We find that health reform in Massachusetts increased single-coverage employer-sponsored insurance premiums by about 6 percent, or $262. Although our research design has important limitations, it does suggest that policy makers should be concerned about the consequences of health reform for the cost of private insurance.


2011 ◽  
Vol 140 (5) ◽  
pp. 951-958 ◽  
Author(s):  
A. HAASNOOT ◽  
F. D. H. KOEDIJK ◽  
E. L. M. OP DE COUL ◽  
H. M. GÖTZ ◽  
M. A. B. VAN DER SANDE ◽  
...  

SUMMARYEthnic disparities in chlamydia infections in The Netherlands were assessed, in order to compare two definitions of ethnicity: ethnicity based on country of birth and self-defined ethnicity. Chlamydia positivity in persons aged 16–29 years was investigated using data from the first round of the Chlamydia Screening Implementation (CSI, 2008–2009) and surveillance data from STI centres (2009). Logistic regression modelling showed that being an immigrant was associated with chlamydia positivity in both CSI [adjusted odds ratio (aOR) 2·3, 95% confidence interval (CI) 2·0–2·6] and STI centres (aOR 1·4, 95% CI 1·3–1·5). In both settings, 60% of immigrants defined themselves as Dutch. Despite the difference, classification by self-defined ethnicity resulted in similar associations between (non-Dutch) ethnicity and chlamydia positivity. However, ethnicity based on country of birth explained variation in chlamydia positivity better, and is objective and constant over time and therefore more useful for identifying young persons at higher risk for chlamydia infection.


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