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1.
Artículo en Inglés | MEDLINE | ID: mdl-38713873

RESUMEN

OBJECTIVE: Access to care varies between countries. It is theorized that income-based disparities in access may be reduced in countries with universal health insurance relative to the United States, but data are currently limited. We hypothesized that income-based differences in total hip arthroplasty (THA) utilization and outcomes would be larger in the United States than in Canada. METHODS: We retrospectively compared all patients undergoing THA from 2012 to 2018 in Pennsylvania, the United States, and Ontario, Canada. We compared age-standardized and sex-standardized per-capita THA utilization in the United States and Canada overall and across different income strata, where income strata were defined by neighborhood income quintile. We also examined income-based differences in rates of 1-year revision, 90-day mortality, and 90-day readmission. RESULTS: Overall THA utilization per 10,000 people per year was higher across all income groups in Pennsylvania compared with Ontario (15.1 versus 8.8, P < 0.001 in lowest-income quintile; 21.4 versus 12.6, P < 0.001 in highest-income quintile). Income-based differences in utilization in the highest-income vs lowest-income quintile groups were greater in Ontario (43.2%) than Pennsylvania (41.7%). The adjusted odds for the lowest-income group compared with the highest-income group of 1-year revision were greater in Ontario compared with Pennsylvania (P = 0.03), and risk of 90-day mortality and 90-day readmission was similar between the regions. CONCLUSION: Income-based differences in THA utilization were more notable in Ontario than in Pennsylvania. In addition, patients in low-income communities in Ontario were at equal or greater risk relative to high-income community patients for adverse outcomes compared with patients in Pennsylvania. Income-based disparities in THA utilization and outcomes were smaller in the United States than in Canada, in contrast to what might be expected. LEVEL OF EVIDENCE: III.

2.
Sci Rep ; 14(1): 10115, 2024 May 02.
Artículo en Inglés | MEDLINE | ID: mdl-38698006

RESUMEN

The photocatalytic activity of titanium dioxide (TiO2) nanoparticles toward hydrogen generation can be significantly improved via the loading of various metals e.g., Ru, Co, Ni as co-catalysts. The metal co-catalysts are loaded into TiO2 nanoparticles via different deposition methods; incipient wet impregnation (Imp), hydrothermal (HT), or photocatalytic deposition (PCD). Among all of the tested materials, 0.1 wt% Ru-TiO2 (Imp) provided the highest initial hydrogen catalytic rate of 23.9 mmol h-1 g-1, compared to 10.82 and 16.55 mmol h-1 g-1 for 0.3 wt% Ni-TiO2 (Imp) and 0.3 wt% Co-TiO2 (Imp), respectively. The loading procedures, co-catalyst metals type, and their loading play a significant role in elevating the photocatalytic activity of pristine TiO2 semiconductors toward hydrogen generation. Redox transition metals e.g., Co and Ni exhibit comparable photocatalytic performance to expensive elements such as Ru.

3.
Popul Health Manag ; 27(2): 128-136, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38442304

RESUMEN

Hip and knee replacement have been marked by racial and ethnic disparities in both utilization and postoperative adverse events among Medicare beneficiaries, but limited knowledge exists regarding racial and ethnic differences in joint replacement care among Medicaid beneficiaries. To close this gap, this study used Medicaid claims in 2018 and described racial and ethnic differences in the utilization and postoperative adverse events of elective joint replacements among Medicaid beneficiaries. Among the 2,260,272 Medicaid beneficiaries, 5987 had an elective joint replacement in 2018. Asian (0.05%, 95% confidence interval [CI]: 0.03%-0.07%) and Hispanic beneficiaries (0.12%, 95% CI: 0.07%-0.18%) received joint replacements less frequently than American Indian and Alaska Native (0.41%, 95% CI: 0.27%-0.55%), Black (0.33%, 95% CI: 0.19%-0.48%), and White (0.37%, 95% CI: 0.25%-0.50%) beneficiaries. Black patients demonstrated the highest probability of 90-day emergency department visits (34.8%, 95% CI: 32.7%-37.0%) among all racial and ethnic groups and a higher probability of 90-day readmission (8.0%, 95% CI: 6.9%-9.0%) than Asian (3.4%, 95% CI: 0.7%-6.0%) and Hispanic patients (4.4%, 95% CI: 3.4%-5.3%). These findings indicate evident disparities in postoperative adverse events across racial and ethnic groups, with Black patients demonstrating the highest probability of 90-day emergency department visits. This study represents an initial exploration of the racial and ethnic differences in joint replacement care among Medicaid beneficiaries and lay the groundwork for further investigation into contributing factors of the observed disparities.


Asunto(s)
Artroplastia de Reemplazo de Rodilla , Etnicidad , Disparidades en Atención de Salud , Grupos Raciales , Humanos , Medicaid , Estados Unidos , Aceptación de la Atención de Salud , Complicaciones Posoperatorias/epidemiología , Readmisión del Paciente/estadística & datos numéricos
4.
BMJ Open ; 14(2): e078091, 2024 Feb 26.
Artículo en Inglés | MEDLINE | ID: mdl-38413156

RESUMEN

BACKGROUND: The burden of common mental disorders in low and middle-income countries (LMICs) is growing with little known about how to allocate limited resources to reach the greatest number of people undergoing instances of significant psychological distress. We present a study protocol for a multicentre, parallel-group, superiority, randomised controlled trial. METHODS AND ANALYSIS: Adults with significant psychological distress (K10 score ≥20) will be randomised to receive a stepped care programme involving a self-guided course (Doing What Matters) followed by a more intensive group programme (Problem Management Plus) or the self-guided course alone, both of which will take place in addition to enhanced treatment as usual comprising of a follow-up referral session to available services within the community. We will include 800 participants. An intent-to-treat and completer analysis will explore the impact of the stepped model of care on anxiety and depression symptoms (as measured by the Hopkins Symptom Checklist; HSCL-25) at 24 weeks from baseline. Secondary outcomes include positive psychological well-being, agency, changes in patient-identified problems, quality of life and cost-effectiveness. Linear mixed models will be used to assess the differential impact of the conditions over time. Analyses will focus on the primary outcome (HSCL-25) and secondary outcomes (agency subscale, WHO Well-Being Index, WHO Disability Assessment Schedule V.2.0, EQ-5D, Psychological Outcomes Profiles Scale) for both conditions, with the main outcome time point being the 3-month follow-up, relative to baseline. ETHICS AND DISSEMINATION: This will be the first randomised controlled trial to assess the benefits of a stepped model of care to addressing psychological distress in a LMIC setting. Results will provide important insights for managing limited resources to mental healthcare in these settings and will be accordingly disseminated to service providers and organisations via professional training and meetings, and via publication in relevant journals and conference presentations. We will also present these findings to the Jordanian Ministry of Health, where this institute will guide us on the most appropriate format for communication of findings, including written reports, verbal presentations and/or brochures. Ethical approval was obtained from the University of Jordan School of Nursing Research Ethics Committee (number: PF.22.10). TRIAL REGISTRATION NUMBER: ACTRN12621000189820p; Australian New Zealand Clinical Trials Registry.


Asunto(s)
Trastornos Mentales , Calidad de Vida , Adulto , Humanos , Análisis Costo-Beneficio , Consejo , Jordania , Trastornos Mentales/terapia , Trastornos Mentales/psicología , Estudios Multicéntricos como Asunto , Ensayos Clínicos Controlados Aleatorios como Asunto
5.
J Am Coll Radiol ; 21(2): 295-308, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-37922972

RESUMEN

OBJECTIVE: To identify independent predictors of all-cause and cancer-specific mortality after ablation or surgical resection (SR) for small hepatocellular carcinomas (HCCs), after adjusting for key confounders. METHODS: Using Surveillance, Epidemiology, and End Results Program-Medicare, HCCs less than 5 cm treated with ablation or SR in 2009 to 2016 (n = 956) were identified. Univariate and multivariable Cox regression models for all-cause and cancer-specific mortality were performed including demographics, clinical factors (tumor size, medical comorbidities, and liver disease factors), social determinants of health, and treatment characteristics. We also determined the most influential predictors of survival using a random forest analysis. RESULTS: Larger tumor size (3-5 cm) is predictive of all-cause (hazard ratio [HR] 1.31, P = .002) and cancer-specific mortality (HR 1.59, P < .001). Furthermore, chronic kidney disease is predictive of all-cause mortality (HR 1.43, P = .013), though it is not predictive of cancer-specific death. Multiple liver disease factors are predictive of all-cause and cancer-specific mortality including portal hypertension and esophageal varices (HRs > 1, P < .05). Though Asian race is protective in univariate models, in fully adjusted, multivariable models, Asian race is not a significant protective factor. Likewise, other social determinants of health are not significantly predictive of all-cause or cancer-specific mortality. Finally, treatment with SR, in later procedure years or at high-volume centers, is protective for all-cause and cancer-specific mortality. In machine learning models, year procedure was performed, ascites, portal hypertension, and treatment choice were the most influential factors. DISCUSSION: Treatment characteristics, liver disease factors, and tumor size are more important predictors of all-cause and cancer-specific death than social determinants of health for small HCCs.


Asunto(s)
Carcinoma Hepatocelular , Hipertensión Portal , Neoplasias Hepáticas , Anciano , Humanos , Estados Unidos/epidemiología , Programa de VERF , Estudios Retrospectivos , Medicare , Neoplasias Hepáticas/patología , Carcinoma Hepatocelular/cirugía , Resultado del Tratamiento
7.
J Med Internet Res ; 25: e46552, 2023 10 20.
Artículo en Inglés | MEDLINE | ID: mdl-37862103

RESUMEN

BACKGROUND: Elicitation of patients' preferences is an integral part of shared decision-making, the recommended approach for prostate cancer decision-making. Existing decision aids for this population often do not specifically focus on patients' preferences. Healium is a brief interactive web-based decision aid that aims to elicit patients' treatment preferences and is designed for a low health literate population. OBJECTIVE: This study used a randomized controlled trial to evaluate whether Healium, designed to target preference elicitation, is as efficacious as Healing Choices, a comprehensive education and decision tool, in improving outcomes for decision-making and emotional quality of life. METHODS: Patients diagnosed with localized prostate cancer who had not yet made a treatment decision were randomly assigned to the brief Healium intervention or Healing Choices, a decision aid previously developed by our group that serves as a virtual information center on prostate cancer diagnosis and treatment. Assessments were completed at baseline, 6 weeks, and 3 months post baseline, and included decisional outcomes (decisional conflict, satisfaction with decision, and preparation for decision-making), and emotional quality of life (anxiety/tension and depression), along with demographics, comorbidities, and health literacy. RESULTS: A total of 327 individuals consented to participate in the study (171 were randomized to the Healium intervention arm and 156 were randomized to Healing Choices). The majority of the sample was non-Hispanic (272/282, 96%), White (239/314, 76%), married (251/320, 78.4%), and was on average 62.4 (SD 6.9) years old. Within both arms, there was a significant decrease in decisional conflict from baseline to 6 weeks postbaseline (Healium, P≤.001; Healing Choices, P≤.001), and a significant increase in satisfaction with one's decision from 6 weeks to 3 months (Healium, P=.04; Healing Choices, P=.01). Within both arms, anxiety/tension (Healium, P=.23; Healing Choices, P=.27) and depression (Healium, P=.001; Healing Choices, P≤.001) decreased from baseline to 6 weeks, but only in the case of depression was the decrease statistically significant. CONCLUSIONS: Healium, our brief decision aid focusing on treatment preference elicitation, is as successful in reducing decisional conflict as our previously tested comprehensive decision aid, Healing Choices, and has the added benefit of brevity, making it the ideal tool for integration into the physician consultation and electronic medical record. TRIAL REGISTRATION: ClinicalTrials.gov NCT05800483; https://clinicaltrials.gov/study/NCT05800483.


Asunto(s)
Toma de Decisiones , Neoplasias de la Próstata , Masculino , Humanos , Niño , Técnicas de Apoyo para la Decisión , Calidad de Vida , Neoplasias de la Próstata/diagnóstico , Neoplasias de la Próstata/terapia , Emociones
8.
J Vasc Interv Radiol ; 34(11): 1997-2005.e3, 2023 11.
Artículo en Inglés | MEDLINE | ID: mdl-37468093

RESUMEN

PURPOSE: To compare secondary outcomes after ablation (AB), surgical resection (SR), and liver transplant (LT) for small hepatocellular carcinomas (HCCs), including resource utilization and adverse event (AE) rates. MATERIALS AND METHODS: Using Surveillance, Epidemiology, and End Results Program (SEER)-Medicare, HCCs <5 cm that were treated with AB, SR, or LT in 2009-2016 (n = 1,067) were identified using Healthcare Common Procedure Coding System codes through Medicare claims. Index procedure length of stay, need for intensive care unit (ICU) level care, readmission rates, and AE rates at 30 and 90 days were compared using chi-square tests or Fisher exact tests. Examined AEs included hemorrhage, abscess formation, biliary injury, pneumonia, sepsis, liver disease-related AEs, liver failure, and anesthesia-related AEs, identified by International Classification of Diseases, Ninth/10th Revision, codes. RESULTS: The median length of stay for initial treatment was 1 day, 6 days, and 7 days for AB, SR, and LT, respectively (P < .001). During initial hospital stay, 5.0%, 40.8%, and 63.4% of AB, SR, and LT cohorts, respectively, received ICU-level care (P < .001). By 30 and 90 days, there were significant differences among the AB, SR, and LT cohorts in the rate of postprocedural hemorrhage, abscess formation, biliary injury, pneumonia, sepsis, liver disease-related AEs, and anesthesia-related AEs (P < .05). By 90 days, the readmission rates after AB, SR, and LT were 18.6%, 28.2%, and 40.6% (P < .001), respectively. CONCLUSIONS: AB results in significantly less healthcare utilization during the initial 90 days after procedure compared with that after SR and LT due to shorter length of stay, lower intensity care, fewer readmissions, and fewer AEs.


Asunto(s)
Neoplasias Hepáticas , Neumonía , Sepsis , Anciano , Humanos , Estados Unidos , Absceso , Medicare , Neoplasias Hepáticas/terapia , Hemorragia , Neumonía/epidemiología , Neumonía/etiología , Sepsis/epidemiología , Sepsis/etiología , Estudios Retrospectivos
9.
RMD Open ; 9(1)2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-37185223

RESUMEN

OBJECTIVE: To evaluate and quantify the indicators of fetal and maternal morbidity in deliveries for patients with systemic lupus erythematosus (SLE) compared with deliveries in patients without SLE. METHODS: We used retrospective data from the National Inpatient Sample (NIS) to identify all delivery related hospital admissions of patients with and without SLE from 2008 to 2017 using ICD-9/10 codes. Fetal morbidity indicators included pre-term delivery and intrauterine growth restriction (IUGR). 21 indicators of severe maternal morbidity were identified using standard Centers for Disease Control and Prevention (CDC) definitions. Descriptive statistics, including 95% confidence intervals, were calculated using sample weights from the NIS dataset. RESULTS: Among the 40 million delivery-related admissions, 51 161 patients were reported to have SLE. Patients with SLE had a higher risk of fetal morbidity, including IUGR (8.0% vs 2.7%) and pre-term delivery (14.5% vs 7.3%), than patients without SLE. During delivery, mothers with SLE were nearly four times as likely to require a blood transfusion or develop a cerebrovascular disorder, and 15 times as likely to develop acute renal failure than those without SLE. CONCLUSION: Our study demonstrates that fetal morbidity and severe maternal morbidity occur at a higher rate in patients with SLE compared with those without. This quantitative work can help inform and counsel patients with SLE during pregnancy and planning.


Asunto(s)
Lupus Eritematoso Sistémico , Complicaciones del Embarazo , Embarazo , Femenino , Humanos , Resultado del Embarazo , Complicaciones del Embarazo/epidemiología , Estudios Retrospectivos , Lupus Eritematoso Sistémico/complicaciones , Lupus Eritematoso Sistémico/epidemiología , Hospitalización
10.
Trop Anim Health Prod ; 55(3): 209, 2023 May 19.
Artículo en Inglés | MEDLINE | ID: mdl-37202581

RESUMEN

The current study was conducted to evaluate the immunoenhancement effect of Moringa oleifera leaves alcoholic extract (MOLE) versus Oregano essential oil (OEO) against cyclophosphamide induced immunosuppression in broilers chicks. A total of a three hundred one-day-old chicks were assigned randomly into three main dietary groups, control, MOLE, and OEO for 14 days. After 14 days the three main experimental groups were subdivided into six groups, control, cyclophosphamide, MOLE, MOLE and Cyclophosphamide, OEO, and OEO and cyclophosphamide. Each group of these six groups was subdivided into three subgroups. Supplementation of broiler chicks with MOLE and OEO for 14 days significantly increased body weight compared to the control group. However, injection of broiler chicks with cyclophosphamide significantly induced body weight loss, impaired immunological response represented by decreasing total leukocytic count, differential leukocytic count, phagocytic activity, phagocytic index, and hemagglutinin inhibition titer for New Castle disease virus, lymphoid organs depletion, and increased the mortality rate. In contrast, supplementation of cyclophosphamide treated chicks with MOLE and OEO significantly reduced cyclophosphamide induced body weight loss and impaired immunological responses, as it showed significant increase in body weight, total leukocytic count, differential leukocytic count, phagocytic activity, phagocytic index, and hemagglutinin inhibition titer for New Castle disease virus, lymphoid organs proliferation, and reduced the mortality rate. This study indicated that MOLE and OEO supplementation ameliorated cyclophosphamide induced body weight loss and impaired immunological responses.


Asunto(s)
Moringa oleifera , Aceites Volátiles , Origanum , Animales , Aceites Volátiles/farmacología , Pollos , Adyuvantes Inmunológicos/farmacología , Hemaglutininas , Ciclofosfamida/toxicidad , Peso Corporal , Terapia de Inmunosupresión/veterinaria , Pérdida de Peso
13.
Patient Relat Outcome Meas ; 14: 49-55, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-36987518

RESUMEN

Introduction: Decision aids are effective tools in facilitating patient-centered care and patient involvement in the decision-making process. Given unique barriers to providing patient-centered care for Veterans, implementation of decision aids may improve overall quality of care. We aimed to assess the acceptability and feasibility of video-based and pamphlet-based decision aid use in Veterans with knee osteoarthritis. Materials and Methods: Veterans considering treatment for knee osteoarthritis received either an online video-based aid, pamphlet-based aid, or both before their surgical consult. At their visit, patients completed written pre-visit and post-visit questionnaires. The pre-visit questionnaire included questions about the patient's demographics, decision-making preferences, experiences using the assigned decision aids, and the Hip-Knee Decision Quality Instrument. The post-visit questionnaire assessed the patient's overall experience with the decision-making process and how use of the decision aid influenced their discussion with the physician. Results: All 16 patients who received the pamphlet-based aid reviewed the decision aid before their visit, compared to only five of the 12 patients who received the video-based aid. Thirteen of 20 patients indicated that they preferred to share treatment decision-making with their physician. Seventeen of 20 patients believed they would feel comfortable questioning the treatment recommendation of their surgeon after decision aid use. Most patients reported a positive experience using their decision aid, regardless of modality, and found it easily comprehensible and useful in visit preparation. A preference for a pamphlet-based aid was expressed by the majority of patients. Conclusion: Veterans considering treatment for knee osteoarthritis are well prepared to engage in a patient-centered care experience. Most patients preferred sharing the decision-making process with their physician and felt comfortable questioning them about treatment recommendations. Decision aids helped Veterans feel more informed about their treatment options and improved engagement and discussion with their physician. Pamphlet-based aids were utilized more reliably than video-based aids.

14.
Chemosphere ; 313: 137483, 2023 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-36513201

RESUMEN

Nanostructured materials offer a significant role in wastewater treatment with diminished capital and operational expense, low dose, and pollutant selectivity. Specifically, the nanocomposites of cellulose with inorganic nanoparticles (NPs) have drawn a prodigious interest because of the extraordinary cellulose properties, high specific surface area, and pollutant selectivity of NPs. Integrating inorganic NPs with cellulose biopolymers for wastewater treatment is a promising advantage for inorganic NPs, such as colloidal stability, agglomeration prevention, and easy isolation of magnetic material after use. This article presents a comprehensive overview of water treatment approaches following wastewater remediation by green and environmentally friendly cellulose/inorganic nanoparticles-based bio-nanocomposites. The functionalization of cellulose, functionalization mechanism, and engineered hybrid materials were thoroughly discussed. Moreover, we also highlighted the purification of wastewater through the composites of cellulose/inorganic nanoparticles via adsorption, photocatalytic and antibacterial approach.


Asunto(s)
Contaminantes Ambientales , Nanocompuestos , Nanopartículas , Contaminantes Químicos del Agua , Purificación del Agua , Aguas Residuales , Celulosa
15.
J Racial Ethn Health Disparities ; 10(6): 3051-3061, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-36478270

RESUMEN

INTRODUCTION: The growing opioid epidemic in the USA has underlying racial disparities dimensions. Also, studies have shown that patients from minority racial groups are at higher risk of adverse events following major orthopedic surgery. The aim of our study was to determine whether pre-operative opioid-use disorders (OUDs) impacted racial disparities in the likelihood of patients experiencing adverse post-operative outcomes following TKA and THA. METHODS: Data about patients undergoing TKA and THA were collected from the 2005-2014 National Inpatient Sample databases. Regression modeling was used to assess the impact of OUDs on odds of adverse outcomes comparing racial groups. The adverse outcomes included any in-hospital post-surgical complications, prolonged length of stay (LOS), and nonhome discharge. RESULTS: In our fully adjusted regression models using White patients as the reference group, we found that OUDs were associated with racial disparities in prolonged LOS and nonhome discharge. In the non-OUD group, Black patients had significantly higher odds of longer LOS (OR: 1.35, 95% CI: 1.26-1.46, p-value: < 0.0001), whereas those with history of OUD had non-significantly lower odds of longer LOS (OR: 0.94, 95% CI: 0.69-1.29, p-value: 0.71). Similarly, for the outcome of nonhome discharges, Black patients in the non-OUD group had significantly higher odds (OR: 1.31, 95% CI: 1.21-1.43, p-value: < 0.0001) and those with a history of OUD had non-significantly lower odds (OR: 0.91, 95% CI: 0.64-1.29, p-value: 0.59). CONCLUSIONS: Significant racial disparities are present in adverse events among patients in the non-OUD group, but those disparities attenuated in the OUD group.


Asunto(s)
Artroplastia de Reemplazo de Cadera , Artroplastia de Reemplazo de Rodilla , Trastornos Relacionados con Opioides , Humanos , Analgésicos Opioides/uso terapéutico , Grupos Raciales , Trastornos Relacionados con Opioides/complicaciones
16.
Int J Aging Hum Dev ; 96(3): 267-284, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-35285279

RESUMEN

Osteoarthritis (OA) is a leading cause of disability among older adults. By 2050, approximately 60 million will suffer from arthritis adding up to a total societal cost of $65 billion. Chronic illnesses resulting in pain, and functional decline have been associated with depression in previous studies.A causal model was developed and tested using structural equation modeling that examined depression scores of 503 older (age 50-85), male Veterans with moderate to severe symptomatic OA of the knee\hip.The results of the structural equation modeling produced a final model of depressive symptomatology that fit the data well (Chi square = 12.23, DF = 11, p = .346; TLI = .99; CFI = 1.00; RMSEA = .02).The findings indicate the central role that OA severity (pain, stiffness, and functional difficulties) plays in the mental health of older Veterans in terms of the level of reported depressive symptoms.


Asunto(s)
Osteoartritis de la Rodilla , Veteranos , Humanos , Masculino , Anciano , Anciano de 80 o más Años , Osteoartritis de la Rodilla/complicaciones , Osteoartritis de la Rodilla/diagnóstico , Dolor/complicaciones , Dolor/psicología , Salud Mental , Índice de Severidad de la Enfermedad
17.
Qual Manag Health Care ; 32(1): 22-29, 2023.
Artículo en Inglés | MEDLINE | ID: mdl-35383715

RESUMEN

BACKGROUNG AND OBJECTIVES: Under the Affordable Care Act, the US Centers for Medicare & Medicaid Services created the Physician Value-Based Payment Modifier Program and its successor, the Merit-Based Incentive Payment System, to tie physician payments to quality and cost. The addition of hospital length of stay (LOS) to these value-based physician payment models reflects its increasing importance as a metric of health care cost and efficiency and its association with adverse health outcomes. This study compared the Centers for Medicare & Medicaid Services-endorsed LOS risk-adjustment methodology with a novel methodology that accounts for pre-hospitalization clinical, socioeconomic status (SES), and admission-related factors as influential factors of hospital LOS. METHODS: Using the 2014 New York, Florida, and New Jersey State Inpatient Database, we compared the observed-to-expected LOS of 2373102 adult admissions for 742 medical and surgical diagnosis-related groups (DRGs) by 3 models: ( a ) current risk-adjustment model (CRM), which adjusted for age, sex, number of chronic conditions, Elixhauser comorbidity score, and DRG severity weight, ( b ) CRM but modeling LOS using a generalized linear model (C-GLM), and (c) novel risk-adjustment model (NRM), which added to the C-GLM covariates for race/ethnicity, SES, discharge destination, weekend admission, and individual intercepts for DRGs instead of severity weights. RESULTS: The NRM disadvantaged physicians for fewer medical and surgical DRGs, compared with both the C-GLM and CRM models (medical DRGs: 0.49% vs 13.17% and 10.89%, respectively; surgical DRGs: 0.30% vs 13.17% and 10.98%, respectively). In subgroup analysis, the NRM reduced the proportion of physician-penalizing DRGs across all racial/ethnic and socioeconomic groups, with the highest reduction among Whites, followed by low SES patients, and the lowest reduction among Hispanic patients. CONCLUSIONS: After accounting for pre-hospitalization socioeconomic and clinical factors, the adjusted LOS using the NRM was lower than estimates from the current Centers for Medicare & Medicaid Services-endorsed model. The current model may disadvantage physicians serving communities with higher socioeconomic risks.


Asunto(s)
Medicare , Médicos , Humanos , Estados Unidos , Anciano , Tiempo de Internación , Patient Protection and Affordable Care Act , Hospitales
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