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1.
PLoS One ; 19(7): e0305835, 2024.
Article in English | MEDLINE | ID: mdl-38968247

ABSTRACT

OBJECTIVE: To estimate hospital services utilisation and cost among the Indonesian population enrolled in the National Health Insurance (NHI) program before and after COVID-19 hospital treatment. METHODS: 28,159 Indonesian NHI enrolees treated with laboratory-confirmed COVID-19 in hospitals between May and August 2020 were compared to 8,995 individuals never diagnosed with COVID-19 in 2020. A difference-in-difference approach is used to contrast the monthly all-cause utilisation rate and total claims of hospital services between these two groups. A period of nine months before and three to six months after hospital treatment were included in the analysis. RESULTS: A substantial short-term increase in hospital services utilisation and cost before and after COVID-19 treatment was observed. Using the fifth month before treatment as the reference period, we observed an increased outpatient visits rate in 1-3 calendar months before and up to 2-4 months after treatment (p<0.001) among the COVID-19 group compared to the comparison group. We also found a higher admissions rate in 1-2 months before and one month after treatment (p<0.001). Consequently, increased hospital costs were observed in 1-3 calendar months before and 1-4 calendar months after the treatment (p<0.001). The elevated hospital resource utilisation was more prominent among individuals older than 40. Overall, no substantial increase in hospital outpatient visits, admissions, and costs beyond four months after and five months before COVID-19 treatment. CONCLUSION: Individuals with COVID-19 who required hospital treatment had considerably higher healthcare resource utilisation in the short-term, before and after the treatment. These findings indicated that the total cost of treating COVID-19 patients might include the pre- and post-acute period.


Subject(s)
COVID-19 , Hospitalization , Humans , COVID-19/epidemiology , COVID-19/economics , COVID-19/therapy , Indonesia/epidemiology , Male , Female , Adult , Middle Aged , Hospitalization/economics , Aged , Adolescent , Young Adult , SARS-CoV-2 , Child , Child, Preschool , Infant , Hospital Costs/statistics & numerical data , National Health Programs/economics
2.
Ann Plast Surg ; 92(6S Suppl 4): S408-S412, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38857005

ABSTRACT

INTRODUCTION: The healthcare costs for treatment of community-acquired decubitus ulcers accounts for $11.6 billion in the United States annually. Patients with stage 3 and 4 decubitus ulcers are often treated inefficiently prior to reconstructive surgery while physicians attempt to optimize their condition (debridement, fecal/urinary diversion, physical therapy, nutrition, and obtaining durable medical goods). We hypothesized that hospital costs for inpatient optimization of decubitus ulcers would significantly differ from outpatient optimization costs, resulting in significant financial losses to the hospital and that transitioning optimization to an outpatient setting could reduce both total and hospital expenditures. In this study, we analyzed and compared the financial expenditures of optimizing patients with decubitus ulcers in an inpatient setting versus maximizing outpatient utilization of resources prior to reconstruction. METHODS: Encounters of patients with stage 3 or 4 decubitus ulcers over a 5-year period were investigated. These encounters were divided into two groups: Group 1 included patients who were optimized totally inpatient prior to reconstructive surgery; group 2 included patients who were mostly optimized in an outpatient setting and this encounter was a planned admission for their reconstructive surgery. Demographics, comorbidities, paralysis status, and insurance carriers were collected for all patients. Financial charges and reimbursements were compared among the groups. RESULTS: Forty-five encounters met criteria for inclusion. Group 1's average hospital charges were $500,917, while group 2's charges were $134,419. The cost of outpatient therapeutic items for patient optimization prior to wound closure was estimated to be $10,202 monthly. When including an additional debridement admission for group 2 patients (average of $108,031), the maximal charges for total care was $252,652, and hospital reimbursements were similar between group 1 and group 2 ($65,401 vs $50,860 respectively). CONCLUSIONS: The data derived from this investigation strongly suggests that optimizing patients in an outpatient setting prior to decubitus wound closure versus managing the patients totally on an inpatient basis will significantly reduce hospital charges, and hence costs, while minimally affecting reimbursements to the hospital.


Subject(s)
Pressure Ulcer , Humans , Pressure Ulcer/economics , Pressure Ulcer/therapy , Pressure Ulcer/surgery , Male , Female , Middle Aged , Aged , Ambulatory Care/economics , Retrospective Studies , United States , Health Care Costs/statistics & numerical data , Hospital Costs/statistics & numerical data , Hospitalization/economics , Plastic Surgery Procedures/economics , Plastic Surgery Procedures/methods , Quality Improvement/economics , Adult , Aged, 80 and over
3.
Tech Coloproctol ; 28(1): 66, 2024 Jun 08.
Article in English | MEDLINE | ID: mdl-38850445

ABSTRACT

BACKGROUND: We aimed to compare outcomes and cost effectiveness of extra-corporeal anastomosis (ECA) versus intra-corporeal anastomosis (ICA) for laparoscopic right hemicolectomy using the National Surgical Quality Improvement Programme data. METHODS: Patients who underwent elective laparoscopic right hemicolectomy for colon cancer from January 2018 to December 2022 were identified. Non-cancer diagnoses, emergency procedures or synchronous resection of other organs were excluded. Surgical characteristics, peri-operative outcomes, long-term survival and hospitalisation costs were compared. Incremental cost-effectiveness ratio (ICER) was used to evaluate cost-effectiveness. RESULTS: A total of 223 patients (175 ECA, 48 ICA) were included in the analysis. Both cohorts exhibited comparable baseline patient, comorbidity, and tumour characteristics. Distribution of pathological TMN stage, tumour largest dimension, total lymph node harvest and resection margin lengths were statistically similar. ICA was associated with a longer median operative duration compared with ECA (255 min vs. 220 min, P < 0.001). There was a quicker time to gastrointestinal recovery, with a shorter median hospital stay in the ICA group (4.0 versus 5.0 days, P = 0.001). Overall complication rates were comparable. ICA was associated with a higher surgical procedure cost (£6301.57 versus £4998.52, P < 0.001), but lower costs for ward accommodation (£1679.05 versus £2420.15, P = 0.001) and treatment (£3774.55 versus £4895.14, P = 0.009), with a 4.5% reduced overall cost compared with ECA. The ICER of -£3323.58 showed ICA to be more cost effective than ECA, across a range of willingness-to-pay thresholds. CONCLUSION: ICA in laparoscopic right hemicolectomy is associated with quicker post-operative recovery and may be more cost effective compared with ECA, despite increased operative costs.


Subject(s)
Anastomosis, Surgical , Colectomy , Colonic Neoplasms , Laparoscopy , Operative Time , Aged , Female , Humans , Male , Middle Aged , Anastomosis, Surgical/economics , Anastomosis, Surgical/methods , Colectomy/economics , Colectomy/methods , Colonic Neoplasms/surgery , Colonic Neoplasms/economics , Cost-Effectiveness Analysis , Elective Surgical Procedures/economics , Elective Surgical Procedures/methods , Hospital Costs/statistics & numerical data , Laparoscopy/economics , Laparoscopy/methods , Laparoscopy/statistics & numerical data , Length of Stay/statistics & numerical data , Length of Stay/economics , Postoperative Complications/economics , Postoperative Complications/etiology , Postoperative Complications/epidemiology , Retrospective Studies , Treatment Outcome
4.
Int J Rheum Dis ; 27(7): e15241, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38939950

ABSTRACT

AIM: To report the cost of hospitalization and the associated risk factors for rheumatic diseases in middle-aged and elderly patients in China. METHODS: The study participants included inpatients from hospitals of various levels in the Jiangsu Province Health Account database in 2016. Participants were selected by using a multistage sampling method. Patients <45 years of age were excluded, and patients hospitalized for rheumatic diseases were identified according to the 10th edition of the International Classification of Diseases. Generalized linear models were used to analyze the sociodemographic characteristics related to the hospitalization costs of patients with rheumatic diseases. RESULTS: The study included 3696 patients. The average cost of hospitalization for patients with rheumatic diseases was USD 4038.63. Female sex, a long length of stay, age between 65 and 74 years, free medical care, not being covered by the Urban-Rural Residents Basic Medical Insurance, and a high hospital level were associated with high hospitalization costs. CONCLUSION: This study examined hospitalization costs and relevant influencing factors in middle-aged and elderly patients with rheumatic disease in China. Our findings are useful for further research on costs of disease and the economic evaluation of strategies to prevent rheumatic disease.


Subject(s)
Hospital Costs , Hospitalization , Rheumatic Diseases , Humans , Rheumatic Diseases/economics , Rheumatic Diseases/epidemiology , Rheumatic Diseases/therapy , Female , Male , Aged , China/epidemiology , Middle Aged , Cross-Sectional Studies , Hospitalization/economics , Risk Factors , Socioeconomic Factors , Age Factors , Databases, Factual , Length of Stay/economics
5.
Clin Interv Aging ; 19: 1117-1126, 2024.
Article in English | MEDLINE | ID: mdl-38911672

ABSTRACT

Objective: Frailty, representing the physiological reserve and tolerance of the body, serves as a crucial evaluation index of the overall status of the older adults. This study aimed to investigate the prevalence of preoperative frailty and its impact on postoperative outcomes among older adults with lumbar degenerative disease in China. Patients and Methods: In this prospective study, a total of 280 patients aged 60 and above, diagnosed with lumbar degenerative disease and scheduled for surgical intervention were enrolled. The prevalence of frailty pre-surgery was evaluated using the Tilburg Frailty Indicator (TFI) and the modified Frailty Index 11 (mFI-11). The primary outcome was postoperative complication within 30 days post-surgery. The secondary outcomes were the length of hospital stay, hospital costs, reoperation within 30 days post-surgery and unplanned readmission within 30 days post-discharge. Both univariable and multivariable logistic regression were employed to screen and identify the risk factors predisposing patients to postoperative complications. Results: A total of 272 older adults were included in the study ultimately. The frailty detection rates of TFI and mFI-11 were 15.8% (43/272) and 10.7% (29/272) respectively. Thirty-four patients (12.5%) encountered complications. Significantly elevated rates of complications, prolonged hospital stays, increased hospital costs, and heightened readmission rates were observed in the frail group compared to the non-frail group (P<0.05). Univariable analysis showed that the potential factors related to complications are TFI, mFI-11 and albumin. Multivariable logistic regression revealed that TFI was an independent risk factor for postoperative complications (OR=5.371, 95% CI: 2.338-12.341, P < 0.001). Conclusion: Frailty was an independent predictor of postoperative complications in older adults undergoing lumbar fusion surgery. Frailty assessment should be performed in such patients to improve preoperative risk stratification and optimize perioperative management strategies.


Subject(s)
Frailty , Length of Stay , Postoperative Complications , Humans , Female , Male , Aged , Postoperative Complications/epidemiology , Prospective Studies , Frailty/epidemiology , Risk Factors , Length of Stay/statistics & numerical data , Middle Aged , China/epidemiology , Frail Elderly , Patient Readmission/statistics & numerical data , Aged, 80 and over , Lumbar Vertebrae/surgery , Geriatric Assessment , Logistic Models , Hospital Costs , Prevalence , Reoperation/statistics & numerical data
6.
Crit Care Explor ; 6(7): e1105, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38904975

ABSTRACT

OBJECTIVES: To describe the utilization of early ketamine use among patients mechanically ventilated for COVID-19, and examine associations with in-hospital mortality and other clinical outcomes. DESIGN: Retrospective cohort study. SETTING: Six hundred ten hospitals contributing data to the Premier Healthcare Database between April 2020 and June 2021. PATIENTS: Adults with COVID-19 and greater than or equal to 2 consecutive days of mechanical ventilation within 5 days of hospitalization. INTERVENTION: The exposures were early ketamine use initiated within 2 days of intubation and continued for greater than 1 day. MEASUREMENTS: Primary was hospital mortality. Secondary outcomes included length of stay (LOS) in the hospital and ICUs, ventilator days, vasopressor days, renal replacement therapy (RRT), and total hospital cost. The propensity score matching analysis was used to adjust for confounders. MAIN RESULTS: Among 42,954 patients, 1,423 (3.3%) were exposed to early ketamine use. After propensity score matching including 1,390 patients in each group, recipients of ketamine infusions were associated with higher hospital mortality (52.5% vs. 45.9%, risk ratio: 1.14, [1.06-1.23]), longer median ICU stay (13 vs. 12 d, mean ratio [MR]: 1.15 [1.08-1.23]), and longer ventilator days (12 vs. 11 d, MR: 1.19 [1.12-1.27]). There were no associations for hospital LOS (17 [10-27] vs. 17 [9-28], MR: 1.05 [0.99-1.12]), vasopressor days (4 vs. 4, MR: 1.04 [0.95-1.14]), and RRT (22.9% vs. 21.7%, RR: 1.05 [0.92-1.21]). Total hospital cost was higher (median $72,481 vs. $65,584, MR: 1.11 [1.05-1.19]). CONCLUSIONS: In a diverse sample of U.S. hospitals, about one in 30 patients mechanically ventilated with COVID-19 received ketamine infusions. Early ketamine may have an association with higher hospital mortality, increased total cost, ICU stay, and ventilator days, but no associations for hospital LOS, vasopressor days, and RRT. However, confounding by the severity of illness might occur due to higher extracorporeal membrane oxygenation and RRT use in the ketamine group. Further randomized trials are needed to better understand the role of ketamine infusions in the management of critically ill patients.


Subject(s)
COVID-19 , Hospital Mortality , Ketamine , Length of Stay , Respiration, Artificial , Humans , Ketamine/therapeutic use , Ketamine/administration & dosage , Ketamine/economics , Respiration, Artificial/economics , Retrospective Studies , Male , Female , COVID-19/mortality , COVID-19/economics , Middle Aged , Aged , Length of Stay/economics , Intensive Care Units/economics , Cohort Studies , Hypnotics and Sedatives/therapeutic use , Hypnotics and Sedatives/economics , Hypnotics and Sedatives/administration & dosage , Hypnotics and Sedatives/adverse effects , SARS-CoV-2 , Hospital Costs/statistics & numerical data , Propensity Score
7.
Wound Repair Regen ; 32(4): 487-499, 2024.
Article in English | MEDLINE | ID: mdl-38845416

ABSTRACT

Pressure injuries are a significant comorbidity and lead to increased overall healthcare costs. Several European and global studies have assessed the burden of pressure injuries; however, no comprehensive analysis has been completed in the United States. In this study, we investigated the trends in the burden of pressure injuries among hospitalised adults in the United States from 2009 to 2019, stratified by sociodemographic subgroups. The length of admission, total cost of hospitalisation, and sociodemographic data was extracted from the National Inpatient Sample provided by the Healthcare Cost and Utilisation Project, Agency for Healthcare Research and Quality. Overall, the annual prevalence of pressure injuries and annual mean hospitalisation cost increased ($69,499.29 to $102,939.14), while annual mean length of stay decreased (11.14-9.90 days). Among all races, minority groups had higher average cost and length of hospitalisation. Our findings suggest that while the length of hospitalisation is decreasing, hospital costs and prevalence are rising. In addition, differing trends among racial groups exist with decreasing prevalence in White patients. Further studies and targeted interventions are needed to address these differences, as well as discrepancies in racial groups.


Subject(s)
Hospitalization , Pressure Ulcer , Humans , Pressure Ulcer/epidemiology , Pressure Ulcer/economics , United States/epidemiology , Male , Female , Cross-Sectional Studies , Middle Aged , Adult , Aged , Prevalence , Hospitalization/economics , Hospitalization/statistics & numerical data , Hospitalization/trends , Inpatients/statistics & numerical data , Length of Stay/statistics & numerical data , Length of Stay/economics , Cost of Illness , Adolescent , Hospital Costs/trends , Hospital Costs/statistics & numerical data , Young Adult , Health Care Costs/trends , Health Care Costs/statistics & numerical data
8.
Biomed Res Int ; 2024: 6673823, 2024.
Article in English | MEDLINE | ID: mdl-38899040

ABSTRACT

Spontaneous bacterial peritonitis is a life-threatening complication of cirrhosis that can increase healthcare utilization. The impact of albumin administration timing on hospital resource utilization and its optimal timing is unclear, despite its efficacy in improving survival for cirrhosis patients with spontaneous bacterial peritonitis. A retrospective study was conducted to evaluate the influence of the timing of albumin administration on the length of stay and total hospital cost for patients with cirrhosis and spontaneous bacterial peritonitis who require fluid resuscitation. The study utilized de-identified data from Cerner Health Facts® data. Adult inpatients with a diagnosis of cirrhosis and SBP receiving ≥1 antibiotic and fluid resuscitation between January 1, 2009, and April 30, 2018, were included and stratified by albumin administration timing: ≤24 hours from hospital admission ("timely albumin") or >24 hours of admission or no albumin ("non-timely albumin"). We used a Kaplan-Meier curve with log-rank test to evaluate the association between timing of albumin administration and time to hospital discharge and a generalized linear model to examine the association between albumin timing and total hospital costs. We identified 1,308 hospitalizations, of which 301 contained valid cost data. The timely albumin group had a median time to discharge of 6.95 days compared to 7.78 days in the non-timely group (p = 0.02). Cost model showed that receiving timely albumin incurred 16% lower costs (p = 0.027) than patients in the non-timely albumin group. Timely albumin administration with an antibiotic regimen may shorten the length of stay and lower costs, thereby reducing hospital resource utilization in patients with cirrhosis and spontaneous bacterial peritonitis requiring fluid resuscitation.


Subject(s)
Albumins , Length of Stay , Liver Cirrhosis , Peritonitis , Humans , Peritonitis/drug therapy , Male , Female , Middle Aged , Liver Cirrhosis/complications , Liver Cirrhosis/drug therapy , Albumins/administration & dosage , Retrospective Studies , Aged , Bacterial Infections/drug therapy , Bacterial Infections/economics , Anti-Bacterial Agents/administration & dosage , Anti-Bacterial Agents/therapeutic use , Adult , Hospitalization , Hospital Costs
9.
Clin Cardiol ; 47(6): e24302, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38874052

ABSTRACT

BACKGROUND: There is no widely accepted care model for managing high-need, high-cost (HNHC) patients. We hypothesized that a Home Heart Hospital (H3), which provides longitudinal, hospital-level at-home care, would improve care quality and reduce costs for HNHC patients with cardiovascular disease (CVD). OBJECTIVE: To evaluate associations between enrollment in H3, which provides longitudinal, hospital-level at-home care, care quality, and costs for HNHC patients with CVD. METHODS: This retrospective within-subject cohort study used insurance claims and electronic health records data to evaluate unadjusted and adjusted annualized hospitalization rates, total costs of care, part A costs, and mortality rates before, during, and following H3. RESULTS: Ninety-four patients were enrolled in H3 between February 2019 and October 2021. Patients' mean age was 75 years and 50% were female. Common comorbidities included congestive heart failure (50%), atrial fibrillation (37%), coronary artery disease (44%). Relative to pre-enrollment, enrollment in H3 was associated with significant reductions in annualized hospitalization rates (absolute reduction (AR): 2.4 hospitalizations/year, 95% confidence interval [95% CI]: -0.8, -4.0; p < 0.001; total costs of care (AR: -$56 990, 95% CI: -$105 170, -$8810; p < 0.05; and part A costs (AR: -$78 210, 95% CI: -$114 770, -$41 640; p < 0.001). Annualized post-H3 total costs and part A costs were significantly lower than pre-enrollment costs (total costs of care: -$113 510, 95% CI: -$151 340, -$65 320; p < 0.001; part A costs: -$84 480, 95% CI: -$121 040, -$47 920; p < 0.001). CONCLUSIONS: Longitudinal home-based care models hold promise for improving quality and reducing healthcare spending for HNHC patients with CVD.


Subject(s)
Cardiovascular Diseases , Hospitalization , Humans , Female , Male , Retrospective Studies , Aged , Cardiovascular Diseases/economics , Cardiovascular Diseases/therapy , Cardiovascular Diseases/epidemiology , Hospitalization/economics , Health Care Costs/statistics & numerical data , United States/epidemiology , Home Care Services, Hospital-Based/economics , Hospital Costs , Aged, 80 and over , Middle Aged
10.
PLoS One ; 19(6): e0303586, 2024.
Article in English | MEDLINE | ID: mdl-38875301

ABSTRACT

INTRODUCTION: Literature regarding the impact of esophagectomy approach on hospitalizations costs and short-term outcomes is limited. Moreover, few have examined how institutional MIS experience affects costs. We thus examined utilization trends, costs, and short-term outcomes of open and minimally invasive (MIS) esophagectomy as well as assessing the relationship between institutional MIS volume and hospitalization costs. METHODS: All adults undergoing elective esophagectomy were identified from the 2016-2020 Nationwide Readmissions Database. Multiple regression models were used to assess approach with costs, in-hospital mortality, and major complications. Additionally, annual hospital MIS esophagectomy volume was modeled as a restricted cubic spline against costs. Institutions performing > 16 cases/year corresponding with the inflection point were categorized as high-volume hospitals (HVH). We subsequently examined the association of HVH status with costs, in-hospital mortality, and major complications in patients undergoing minimally invasive esophagectomy. RESULTS: Of an estimated 29,116 patients meeting inclusion, 10,876 (37.4%) underwent MIS esophagectomy. MIS approaches were associated with $10,600 in increased incremental costs (95% CI 8,800-12,500), but lower odds of in-hospital mortality (AOR 0.76; 95% CI 0.61-0.96) or major complications (AOR 0.68; 95% CI 0.60, 0.77). Moreover, HVH status was associated with decreased adjusted costs, as well as lower odds of postoperative complications for patients undergoing MIS operations. CONCLUSION: In this nationwide study, MIS esophagectomy was associated with increased hospitalization costs, but improved short-term outcomes. In MIS operations, cost differences were mitigated by volume, as HVH status was linked with decreased costs in the setting of decreased odds of complications. Centralization of care to HVH centers should be considered as MIS approaches are increasingly utilized.


Subject(s)
Elective Surgical Procedures , Esophagectomy , Hospital Mortality , Hospitals, High-Volume , Esophagectomy/economics , Esophagectomy/mortality , Humans , United States , Male , Female , Middle Aged , Hospitals, High-Volume/statistics & numerical data , Aged , Elective Surgical Procedures/economics , Postoperative Complications/epidemiology , Postoperative Complications/economics , Hospital Costs , Minimally Invasive Surgical Procedures/economics , Treatment Outcome , Hospitals, Low-Volume/economics
11.
Urolithiasis ; 52(1): 95, 2024 Jun 19.
Article in English | MEDLINE | ID: mdl-38896137

ABSTRACT

To evaluate the impact of frailty on perioperative outcomes of older patients undergoing PCNL, utilizing the US Nationwide Inpatient Sample (NIS) database. Data of hospitalized patients ≥ 60 years who received PCNL were extracted from the 2010 to 2020 NIS database, and included demographics, clinical, and hospital-related information. Patients were assigned to low (< 5), medium (5-15), and high frailty risk (> 15) groups based on the hospital frailty risk score (HFRS). Associations between frailty risk and perioperative outcomes including total hospital cost were determined using population-weighted linear and logistic regression analyses. Data of 30,829 hospitalized patients were analyzed (mean age 72.5 years; 55% male; 78% white). Multivariable analyses revealed that compared to low frailty risk, increased frailty risk was significantly associated with elevated in-hospital mortality (adjusted odds ratio (aOR) = 10.70, 95% confidence interval (CI): 6.38-18.62), higher incidence of unfavorable discharge (aOR = 5.09, 95% CI: 4.43-5.86), prolonged hospital length of stay (LOS; aOR = 7.67, 95% CI: 6.38-9.22), increased transfusion risk (aOR = 8.05, 95% CI: 6.55-9.90), increased total hospital costs (adjusted Beta = 37.61, 95% CI: 36.39-38.83), and greater risk of complications (aOR = 8.52, 95% CI: 7.69-9.45). Frailty is a significant prognostic indicator of adverse perioperative outcomes in older patients undergoing PCNL, underscoring importance of recognizing and managing frailty in older patients.


Subject(s)
Frailty , Hospital Mortality , Length of Stay , Nephrolithotomy, Percutaneous , Postoperative Complications , Humans , Male , Female , Aged , United States/epidemiology , Nephrolithotomy, Percutaneous/adverse effects , Nephrolithotomy, Percutaneous/statistics & numerical data , Frailty/complications , Frailty/epidemiology , Postoperative Complications/epidemiology , Postoperative Complications/etiology , Length of Stay/statistics & numerical data , Middle Aged , Aged, 80 and over , Hospital Costs/statistics & numerical data , Kidney Calculi/surgery , Kidney Calculi/complications , Treatment Outcome , Risk Assessment , Databases, Factual , Inpatients/statistics & numerical data , Retrospective Studies
12.
Front Public Health ; 12: 1359127, 2024.
Article in English | MEDLINE | ID: mdl-38846620

ABSTRACT

Introduction: Individuals with gender dysphoria do not identify with their sex assigned at birth and face societal and cultural challenges, leading to increased risk for depression, anxiety, and suicide. Gender dysphoria is a DSM-5 diagnosis but is not necessary for transition therapy. Additionally, individuals with gender dysphoria or who identify as gender diverse/nonconforming may experience "minority stress" from increased discrimination, leading to a greater risk for mental health problems. This study aimed to identify possible health disparities in patients hospitalized for depression with gender dysphoria across the United States. Depression was selected because patients with gender dysphoria are at an increased risk for it. Various patient and hospital-related factors are explored for their association with changes in healthcare utilization for patients hospitalized with depression. Methods: The National Inpatient Sample was used to identify nationwide patients with depression (n = 378,552, weighted n = 1,892,760) from 2016 to 2019. We then examined the characteristics of the study sample and investigated how individuals' gender dysphoria was associated with healthcare utilization measured by hospital cost per stay. Multivariate survey regression models were used to identify predictors. Results: Among the 1,892,760 total depression inpatient samples, 14,145 (0.7%) patients had gender dysphoria (per ICD-10 codes). Over the study periods, depression inpatients with gender dysphoria increased, but total depression inpatient rates remained stable. Survey regression results suggested that gender dysphoria, minority ethnicity or race, female sex assigned at birth, older ages, and specific hospital regions were associated with higher hospital cost per stay than their reference groups. Sub-group analysis showed that the trend was similar in most racial and regional groups. Conclusion: Differences in hospital cost per stay for depression inpatients with gender dysphoria exemplify how this community has been disproportionally affected by racial and regional biases, insurance denials, and economic disadvantages. Financial concerns can stop individuals from accessing gender-affirming care and risk more significant mental health problems. Increased complexity and comorbidity are associated with hospital cost per stay and add to the cycle.


Subject(s)
Depression , Gender Dysphoria , Humans , United States , Female , Male , Gender Dysphoria/therapy , Adult , Middle Aged , Hospitalization/economics , Hospitalization/statistics & numerical data , Hospital Costs/statistics & numerical data , Aged , Adolescent , Young Adult , Length of Stay/statistics & numerical data , Length of Stay/economics
13.
Health Serv Res ; 59(4): e14329, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38804181

ABSTRACT

OBJECTIVE: To assess trends in hospital price disclosures after the Centers for Medicare & Medicaid Services (CMS) Final Rule went into effect. DATA SOURCES AND STUDY SETTING: The Turquoise Health Price Transparency Dataset was used to identify all US hospitals that publicly displayed pricing from 2021 to 2023. STUDY DESIGN: Price-disclosing versus nondisclosing hospitals were compared using Pearson's Chi-squared and Wilcoxon rank sum tests. Bayesian structural time-series modeling was used to determine if enforcement of increased penalties for nondisclosure was associated with a change in the trend of hospital disclosures. DATA COLLECTION/EXTRACTION METHODS: Not applicable. PRINCIPAL FINDINGS: As of January 2023, 5162 of 6692 (77.1%) US hospitals disclosed pricing of their services, with the majority (2794 of 5162 [54.1%]) reporting their pricing within the first 6 months of the final rule going into effect in January 2021. An increase in hospital disclosures was observed after penalties for nondisclosure were enforced in January 2022 (relative effect size 20%, p = 0.002). Compared with nondisclosing hospitals, disclosing hospitals had higher annual revenue, bed number, and were more likely to be have nonprofit ownership, academic affiliation, provide emergency services, and be in highly concentrated markets (p < 0.001). CONCLUSIONS: Hospital pricing disclosures are continuously in flux and influenced by regulatory and market factors.


Subject(s)
Centers for Medicare and Medicaid Services, U.S. , Disclosure , United States , Humans , Disclosure/statistics & numerical data , Hospital Charges/statistics & numerical data , Hospital Charges/trends , Bayes Theorem , Hospital Costs/statistics & numerical data , Hospital Costs/trends
14.
Surgery ; 176(2): 282-288, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38760232

ABSTRACT

BACKGROUND: With the steady rise in health care expenditures, the examination of factors that may influence the costs of care has garnered much attention. Although machine learning models have previously been applied in health economics, their application within cardiac surgery remains limited. We evaluated several machine learning algorithms to model hospitalization costs for coronary artery bypass grafting. METHODS: All adult hospitalizations for isolated coronary artery bypass grafting were identified in the 2016 to 2020 Nationwide Readmissions Database. Machine learning models were trained to predict expenditures and compared with traditional linear regression. Given the significance of postoperative length of stay, we additionally developed models excluding postoperative length of stay to uncover other drivers of costs. To facilitate comparison, machine learning classification models were also trained to predict patients in the highest decile of costs. Significant factors associated with high cost were identified using SHapley Additive exPlanations beeswarm plots. RESULTS: Among 444,740 hospitalizations included for analysis, the median cost of hospitalization in coronary artery bypass grafting patients was $43,103. eXtreme Gradient Boosting most accurately predicted hospitalization costs, with R2 = 0.519 over the validation set. The top predictive features in the eXtreme Gradient Boosting model included elective procedure status, prolonged mechanical ventilation, new-onset respiratory failure or myocardial infarction, and postoperative length of stay. After removing postoperative length of stay, eXtreme Gradient Boosting remained the most accurate model (R2 = 0.38). Prolonged ventilation, respiratory failure, and elective status remained important predictive parameters. CONCLUSION: Machine learning models appear to accurately model total hospitalization costs for coronary artery bypass grafting. Future work is warranted to uncover other drivers of costs and improve the value of care in cardiac surgery.


Subject(s)
Coronary Artery Bypass , Hospital Costs , Machine Learning , Humans , Coronary Artery Bypass/economics , Male , Female , Middle Aged , Hospital Costs/statistics & numerical data , Aged , Length of Stay/economics , Length of Stay/statistics & numerical data , Hospitalization/economics , Hospitalization/statistics & numerical data , United States , Databases, Factual
15.
Surgery ; 176(2): 289-294, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38772777

ABSTRACT

BACKGROUND: Transcatheter aortic valve replacement has become an accepted alternative to surgical aortic valve replacement. We examined the trends and predictors in inflation-adjusted costs of transcatheter aortic valve replacement and surgical aortic valve replacement. METHODS: National Inpatient Sample identified patients who underwent aortic valve replacement for severe aortic stenosis by International Classification of Diseases, Ninth and Tenth Revisions, codes. Hospitalization costs were inflation-adjusted using the Federal Reserve's consumer price index to reflect current valuation. Outcomes of interest were unadjusted trend in annual cost for each procedure and predictors of in-patient cost. Generalized linear models with a log link function identified predictors of adjusted costs. Interaction terms determined where cost predictors were different by operation type. RESULTS: Between 2011 and 2019, the mean annual inflation-adjusted cost of surgical aortic valve replacement increased from $62,853 to $63,743, in contrast to decreasing cost of transcatheter aortic valve replacement from $64,913 to $56,042 ($1,854 per year; P = .004). Significant independent predictors of patient-level cost included operation type (transcatheter aortic valve replacement associated with $9,625 increase; P < .001), incidence of in-hospital mortality ($28,836 increase; P < .001), elective status ($2,410 decrease; P < .001), Elixhauser Index ($995 increase; P < .001), and postoperative length of stay ($2,014 per day increase; P < .001). Compared to discharges with Medicare, discharges with private insurance and Medicaid paid $736 less (P = .004) and $1,863 less (P = .01), respectively. Increasing hospital volume was a significant predictor of decreasing patient level cost (P < .001). CONCLUSION: Annual cost of transcatheter aortic valve replacement has decreased significantly and has been a more cost-effective modality compared to surgical aortic valve replacement since 2017. Predictors of patient-level costs allow for mindful preparation of healthcare systems for aortic valve replacement.


Subject(s)
Aortic Valve Stenosis , Heart Valve Prosthesis Implantation , Transcatheter Aortic Valve Replacement , Humans , Female , Male , Transcatheter Aortic Valve Replacement/economics , Transcatheter Aortic Valve Replacement/statistics & numerical data , Transcatheter Aortic Valve Replacement/trends , Aged , United States , Aortic Valve Stenosis/surgery , Aortic Valve Stenosis/economics , Aged, 80 and over , Heart Valve Prosthesis Implantation/economics , Heart Valve Prosthesis Implantation/trends , Heart Valve Prosthesis Implantation/methods , Heart Valve Prosthesis Implantation/statistics & numerical data , Hospital Costs/statistics & numerical data , Hospital Costs/trends , Aortic Valve/surgery , Retrospective Studies , Inflation, Economic
16.
BMC Health Serv Res ; 24(1): 605, 2024 May 09.
Article in English | MEDLINE | ID: mdl-38720277

ABSTRACT

BACKGROUND: Distal radius fractures (DRFs) have become a public health problem for all countries, bringing a heavier economic burden of disease globally, with China's disease economic burden being even more acute due to the trend of an aging population. This study aimed to explore the influencing factors of hospitalization cost of patients with DRFs in traditional Chinese medicine (TCMa) hospitals to provide a scientific basis for controlling hospitalization cost. METHODS: With 1306 cases of DRFs patients hospitalized in 15 public TCMa hospitals in two cities of Gansu Province in China from January 2017 to 2022 as the study object, the influencing factors of hospitalization cost were studied in depth gradually through univariate analysis, multiple linear regression, and path model. RESULTS: Hospitalization cost of patients with DRFs is mainly affected by the length of stay, surgery and operation, hospital levels, payment methods of medical insurance, use of TCMa preparations, complications and comorbidities, and clinical pathways. The length of stay is the most critical factor influencing the hospitalization cost, and the longer the length of stay, the higher the hospitalization cost. CONCLUSIONS: TCMa hospitals should actively take advantage of TCMb diagnostic modalities and therapeutic methods to ensure the efficacy of treatment and effectively reduce the length of stay at the same time, to lower hospitalization cost. It is also necessary to further deepen the reform of the medical insurance payment methods and strengthen the construction of the hierarchical diagnosis and treatment system, to make the patients receive reasonable reimbursement for medical expenses, thus effectively alleviating the economic burden of the disease in the patients with DRFs.


Subject(s)
Hospital Costs , Hospitalization , Length of Stay , Medicine, Chinese Traditional , Radius Fractures , Humans , China , Male , Female , Middle Aged , Medicine, Chinese Traditional/economics , Aged , Radius Fractures/economics , Radius Fractures/therapy , Hospital Costs/statistics & numerical data , Length of Stay/economics , Length of Stay/statistics & numerical data , Hospitalization/economics , Adult , Hospitals, Public/economics , Wrist Fractures
17.
J Cardiovasc Electrophysiol ; 35(7): 1351-1359, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38695242

ABSTRACT

INTRODUCTION: Leadless pacemakers (LPM) have established themselves as the important therapeutic modality in management of selected patients with symptomatic bradycardia. To determine real-world utilization and in-hospital outcomes of LPM implantation since its approval by the Food and Drug Administration in 2016. METHODS: For this retrospective cohort study, data were extracted from the National Inpatient Sample database from the years 2016-2020. The outcomes analyzed in our study included implantation trends of LPM over study years, mortality, major complications (defined as pericardial effusion requiring intervention, any vascular complication, or acute kidney injury), length of stay, and cost of hospitalization. Implantation trends of LPM were assessed using linear regression. Using years 2016-2017 as a reference, adjusted outcomes of mortality, major complications, prolonged length of stay (defined as >6 days), and increased hospitalization cost (defined as median cost >34 098$) were analyzed for subsequent years using a multivariable logistic regression model. RESULTS: There was a gradual increased trend of LPM implantation over our study years (3230 devices in years 2016-2017 to 11 815 devices in year 2020, p for trend <.01). The adjusted mortality improved significantly after LPM implantation in subsequent years compared to the reference years 2016-2017 (aOR for the year 2018: 0.61, 95% CI: 0.51-0.73; aOR for the year 2019: 0.49, 95% CI: 0.41-0.59; and aOR for the year 2020: 0.52, 95% CI: 0.44-0.62). No differences in adjusted rates of major complications were demonstrated over the subsequent years. The adjusted cost of hospitalization was higher for the years 2019 (aOR: 1.33, 95% CI: 1.22-1.46) and 2020 (aOR: 1.69, 95% CI: 1.55-1.84). CONCLUSION: The contemporary US practice has shown significantly increased implantation rates of LPM since its approval with reduced rates of inpatient mortality.


Subject(s)
Cardiac Pacing, Artificial , Databases, Factual , Hospital Costs , Length of Stay , Pacemaker, Artificial , Humans , Pacemaker, Artificial/trends , Pacemaker, Artificial/economics , United States , Retrospective Studies , Male , Female , Aged , Treatment Outcome , Hospital Costs/trends , Time Factors , Middle Aged , Cardiac Pacing, Artificial/trends , Cardiac Pacing, Artificial/economics , Cardiac Pacing, Artificial/mortality , Cardiac Pacing, Artificial/adverse effects , Length of Stay/trends , Risk Factors , Aged, 80 and over , Bradycardia/therapy , Bradycardia/mortality , Bradycardia/diagnosis , Heart Rate , Hospital Mortality/trends , Equipment Design/trends
18.
J Epidemiol Community Health ; 78(8): 493-499, 2024 Jul 10.
Article in English | MEDLINE | ID: mdl-38749646

ABSTRACT

OBJECTIVE: To examine the association between being born into relative deprivation and hospital costs during childhood. DESIGN: Retrospective cohort study. METHODS: We created a birth cohort using Hospital Episode Statistics for children born in NHS hospitals in 2003/2004. The Index of Multiple Deprivation (IMD) rank at birth was missing from 75% of the baby records, so we linked mother and baby records to obtain the IMD decile from the mother's record. We aggregated and costed each child's hospital inpatient admissions, and outpatient and emergency department (ED) attendances up to 15 years of age. We used 2019/2020 NHS tariffs to assign costs. We constructed an additional cohort, all children born in 2013/2014, to explore any changes over time, comparing the utilisation and costs up to 5 years of age. RESULTS: Our main cohort comprised 567 347 babies born in 2003/2004, of which we could include 91%. Up to the age of 15 years, children born into the most deprived areas used more hospital services than those born in the least deprived, reflected in higher costs of inpatient, outpatient and ED care. The highest costs and greatest differences are in the year following birth. Comparing this with the later cohort (up to age 5 years), the average cost per child increased across all deprivation deciles, but differences between the most and least deprived deciles appeared to narrow slightly. CONCLUSIONS: Healthcare utilisation and costs are consistently higher for children who are born into the most deprived areas compared with the least.


Subject(s)
Hospital Costs , Hospitalization , Humans , England , Retrospective Studies , Child, Preschool , Female , Child , Infant , Male , Hospital Costs/statistics & numerical data , Adolescent , Hospitalization/economics , Hospitalization/statistics & numerical data , State Medicine/economics , Infant, Newborn , Emergency Service, Hospital/statistics & numerical data , Emergency Service, Hospital/economics , Social Deprivation
19.
Arch Gerontol Geriatr ; 125: 105487, 2024 Oct.
Article in English | MEDLINE | ID: mdl-38788369

ABSTRACT

BACKGROUND: Although overall health and social care expenditures among persons with dementia are larger than for other diseases, the resource and cost implications of a comorbid diagnosis of dementia in acute hospitals in the U.S. are largely unknown. We estimate the difference in inpatient outcomes between similar hospital admissions for patients with and without comorbid dementia (CD). METHODS: Inpatient admissions, from the U.S. National Inpatient Sample (2016-2019), were stratified according to hospital characteristics and primary diagnosis (using ICD-10-CM codes), and entropy balanced within strata according to patient and hospital characteristics to create two comparable groups of admissions for patients (aged 65 years or older) with and without CD (a non-primary diagnosis of dementia). Generalized linear regression modeling was then used to estimate differences in length of stay (LOS), cost, absolute mortality risk and number of procedures between these two groups. RESULTS: The final sample consisted of 8,776,417 admissions, comprised of 1,013,879 admissions with and 7,762,538 without CD. CD was associated with on average 0.25 (95 % CI: 0.24-0.25) days longer LOS, 0.4 percentage points (CI: 0.37-0.42) higher absolute mortality risk, $1187 (CI: -1202 to -1171) lower inpatient costs and 0.21 (CI: -0.214 to -0.210) fewer procedures compared to similar patients without CD. CONCLUSION: Comorbid dementia is associated with longer LOS and higher mortality in acute hospitals but lower inpatient costs and fewer procedures. This highlights potential communication issues between dementia patients and hospital staff, with patients struggling to express their needs and staff lacking sufficient dementia training to address communication challenges.


Subject(s)
Comorbidity , Dementia , Length of Stay , Humans , Length of Stay/statistics & numerical data , Length of Stay/economics , Dementia/economics , Dementia/mortality , Dementia/epidemiology , Aged , Male , Female , United States/epidemiology , Aged, 80 and over , Hospitalization/economics , Hospitalization/statistics & numerical data , Hospital Mortality , Hospital Costs/statistics & numerical data
20.
Ann Hepatol ; 29(4): 101510, 2024.
Article in English | MEDLINE | ID: mdl-38714224

ABSTRACT

INTRODUCTION AND OBJECTIVES: Non-alcoholic fatty liver disease (NAFLD) is the most common liver disease worldwide and can progress to non-alcoholic steatohepatitis (NASH) and, ultimately, cirrhosis. Clostridioides difficile is the most common nosocomial cause of diarrhea and is associated with worse clinical outcomes in other liver diseases, including cirrhosis, but has not been extensively evaluated in concomitant NAFLD/NASH. MATERIALS AND METHODS: We conducted a retrospective cohort study using the National Inpatient Sample database from 2015 to 2017. Patients with a diagnosis of CDI, NAFLD, and NASH were identified using International Classification of Diseases (Tenth Revision) codes. The outcomes of our study include length of stay, hospitalization cost, mortality, and predictors of mortality. RESULTS: The CDI and NASH cohort had a higher degree of comorbidity burden and prevalence of peptic ulcer disease, congestive heart failure, diabetes mellitus, and cirrhosis. Patients with NASH and CDI had a significantly higher mortality rate compared to the CDI only cohort (mortality, 7.11 % vs. 6.36 %; P = 0.042). Patients with CDI and NASH were at increased risk for liver-related complications, acute kidney injury, and septic shock (P < 0.001) compared to patients with CDI only. Older age, intestinal complications, pneumonia, sepsis and septic shock, and liver failure conferred an increased risk of mortality among the CDI and NASH cohort. CONCLUSIONS: Patients with NASH had a higher rate of liver-related complications, progression to septic shock, and mortality rate following CDI infection compared to the CDI only cohort.


Subject(s)
Clostridium Infections , Non-alcoholic Fatty Liver Disease , Humans , Non-alcoholic Fatty Liver Disease/mortality , Non-alcoholic Fatty Liver Disease/epidemiology , Non-alcoholic Fatty Liver Disease/complications , Male , Female , Retrospective Studies , Risk Factors , Middle Aged , Clostridium Infections/mortality , Clostridium Infections/epidemiology , Clostridium Infections/diagnosis , Aged , Clostridioides difficile , United States/epidemiology , Databases, Factual , Length of Stay/statistics & numerical data , Adult , Comorbidity , Hospital Costs , Risk Assessment
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