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Uğur ZB, Durak A. The Impact of COVID-19 on Healthcare Utilization in Turkey. Value Health Reg Issues 2024; 43:101000. [PMID: 38754257 DOI: 10.1016/j.vhri.2024.101000] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 02/12/2024] [Accepted: 03/25/2024] [Indexed: 05/18/2024]
Abstract
OBJECTIVES This study investigates the impact of the COVID-19 pandemic on healthcare utilization in Turkey. METHODS We utilized individual-level data derived from Turkish Statistical Institute's annual surveys between 2014 and 2022 and estimated probit regression models. RESULTS We find that COVID-19 pandemic reduced healthcare utilization by 11.8% after taking into account a large set of background variables. Although our study finds that the elderly and those with health problems are more likely to use healthcare services under normal circumstances, the COVID-19 pandemic has caused notable drops in the healthcare utilization among the elderly (-6.5%) and those with health problems (-3.8%). Although those without health insurance had lower utilization of healthcare services before the pandemic, during the pandemic they were not particularly hit. CONCLUSION We conclude that the pandemic did not lower the healthcare utilization in Turkey because of the supply constraints. Also, the evidence points to the reduced demand due to the fear of contagion rather than financial concerns.
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Affiliation(s)
- Zeynep B Uğur
- Department of Economics/Associate Professor, Social Sciences University of Ankara, Ankara, Turkey.
| | - Ayşenur Durak
- Department of Economics/Research Assistant, Abdullah Gül University, Kayseri, Turkey
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Ison MG, Weinstein DF, Dobryanska M, Holmes A, Phelan AM, Li Y, Gupta D, Narayan K, Tosh K, Hershberger E, Connolly LE, Yalcin I, Campanaro E, Hawn P, Schmidt P. Prevention of COVID-19 Following a Single Intramuscular Administration of Adintrevimab: Results From a Phase 2/3 Randomized, Double-Blind, Placebo-Controlled Trial (EVADE). Open Forum Infect Dis 2023; 10:ofad314. [PMID: 37496612 PMCID: PMC10368201 DOI: 10.1093/ofid/ofad314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 06/09/2023] [Indexed: 07/28/2023] Open
Abstract
Background The prevention of coronavirus disease 2019 (COVID-19) in vulnerable populations is a global health priority. EVADE was a phase 2/3 multicenter, double-blind, randomized, placebo-controlled trial of adintrevimab, an extended-half-life monoclonal antibody, for postexposure (PEP) and pre-exposure prophylaxis (PrEP) of symptomatic COVID-19. Methods Eligible participants (vaccine-naive, aged ≥12 years) were randomized 1:1 to receive a single 300-mg intramuscular injection of adintrevimab or placebo. Primary efficacy end points were reverse transcription polymerase chain reaction (RT-PCR)-confirmed symptomatic COVID-19 through day 28 in the PEP cohort (RT-PCR-negative at baseline) and through month 3 in the PrEP cohort (RT-PCR-negative and seronegative at baseline) among participants randomized before emergence of the severe acute respiratory syndrome coronavirus 2 Omicron variant (November 30, 2021). Safety was assessed through 6 months. Results Between April 27, 2021, and January 11, 2022, 2582 participants were randomized. In the primary efficacy analysis, RT-PCR-confirmed symptomatic COVID-19 occurred in 3/175 (1.7%) vs 12/176 (6.8%) adintrevimab- and placebo-treated PEP participants, respectively (74.9% relative risk reduction [RRR]; standardized risk difference, -5.0%; 95% CI, -8.87% to -1.08%; P = .0123) and in 12/752 (1.6%) vs 40/728 (5.5%) adintrevimab- and placebo-treated PrEP participants, respectively (71.0% RRR; standardized risk difference, -3.9%; 95% CI, -5.75% to -2.01%; P < .0001). In a prespecified exploratory analysis of 428 PrEP participants randomized after the emergence of Omicron, adintrevimab reduced RT-PCR-confirmed symptomatic COVID-19 by 40.6% (standardized risk difference -8.4%; 95% CI, -15.35% to -1.46%; nominal P = .0177) vs placebo. Adintrevimab was well tolerated, with no serious drug-related adverse events reported. Conclusions A single intramuscular injection of adintrevimab provided prophylactic efficacy against COVID-19 due to susceptible variants without safety concerns. Clinical trial registration. NCT04859517.
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Affiliation(s)
- Michael G Ison
- Respiratory Diseases Branch, Division of Microbiology and Infectious Diseases, National Institute of Allergy and Infectious Diseases, Rockville, Maryland, USA
| | | | - Marta Dobryanska
- Department of Emergency Care and ARENSIA Exploratory Medicine, Kyiv City Clinical Hospital No. 12, Kyiv, Ukraine
| | | | | | - Yong Li
- Invivyd, Inc., Waltham, Massachusetts, USA
| | | | | | | | | | | | | | | | | | - Pete Schmidt
- Correspondence: Pete Schmidt, MD, MS, Invivyd, Inc., 1601 Trapelo Road, Suite 178, Waltham, MA 02451 ()
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Drzymalla E, Moonesinghe R, Kolor K, Khoury MJ, Schieber L, Gundlapalli AV. Severity Outcomes among Adult Patients with Primary Immunodeficiency and COVID-19 Seen in Emergency Departments, United States, April 2020-August 2021. J Clin Med 2023; 12:jcm12103516. [PMID: 37240621 DOI: 10.3390/jcm12103516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 05/06/2023] [Accepted: 05/15/2023] [Indexed: 05/28/2023] Open
Abstract
Primary immunodeficiencies (PIs) are a group of diseases that increase susceptibility to infectious diseases. Few studies have examined the relationship between PI and COVID-19 outcomes. In this study, we used Premier Healthcare Database, which contains information on inpatient discharges, to analyze COVID-19 outcomes among 853 adult PI and 1,197,430 non-PI patients who visited the emergency department. Hospitalization, intensive care unit (ICU) admission, invasive mechanical ventilation (IMV), and death had higher odds in PI patients than in non-PI patients (hospitalization aOR: 2.36, 95% CI: 1.87-2.98; ICU admission aOR: 1.53, 95% CI: 1.19-1.96; IMV aOR: 1.41, 95% CI: 1.15-1.72; death aOR: 1.37, 95% CI: 1.08-1.74), and PI patients spent on average 1.91 more days in the hospital than non-PI patients when adjusted for age, sex, race/ethnicity, and chronic conditions associated with severe COVID-19. Of the largest four PI groups, selective deficiency of the immunoglobulin G subclass had the highest hospitalization frequency (75.2%). This large study of United States PI patients provides real-world evidence that PI is a risk factor for adverse COVID-19 outcomes.
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Affiliation(s)
- Emily Drzymalla
- Office of Genomics and Precision Public Health, Office of Science, Centers for Disease Control and Prevention, Atlanta, GA 30333, USA
| | - Ramal Moonesinghe
- Office of Genomics and Precision Public Health, Office of Science, Centers for Disease Control and Prevention, Atlanta, GA 30333, USA
| | - Katherine Kolor
- Office of Genomics and Precision Public Health, Office of Science, Centers for Disease Control and Prevention, Atlanta, GA 30333, USA
| | - Muin J Khoury
- Office of Genomics and Precision Public Health, Office of Science, Centers for Disease Control and Prevention, Atlanta, GA 30333, USA
| | - Lyna Schieber
- Division of Overdose Prevention, National Center for Injury Prevention and Control, Centers for Disease Control and Prevention, Atlanta, GA 30333, USA
| | - Adi V Gundlapalli
- The Center for Surveillance, Epidemiology, and Laboratory Services, Office of the Director, Centers for Disease Control and Prevention, Atlanta, GA 30333, USA
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Ninety-day all-cause emergency room use among coronary artery bypass grafting patients associated with near-infrared fluorescence imaging: a retrospective cohort study. Ann Med Surg (Lond) 2023; 85:153-160. [PMID: 36845794 PMCID: PMC9949870 DOI: 10.1097/ms9.0000000000000206] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 12/25/2022] [Indexed: 02/28/2023] Open
Abstract
Reducing emergency room (ER) use may indicate the improved quality of patient care at index hospitalization. The aim of this study is to determine whether the use of near-infrared fluorescence (NIRF) imaging with indocyanine green (ICG) during coronary artery bypass grafting (CABG) surgery is associated with a lowered 90-day all-cause ER use. Materials and Methods This retrospective cohort study included adult patients with inpatient hospitalizations between January 2016 and June 2020 for an isolated CABG procedure at a US hospital. Propensity score matching was used to create matched cohorts to address the differences in patient, payer type, hospital, and clinical characteristics. A multivariable regression analysis was conducted to determine the association of NIRF imaging with ICG on ER use within 90 days of discharge after controlling for patient, payer type, hospital, and clinical covariates. Results In total, 230 506 adult patients underwent an isolated CABG procedure. Less than 1% (n=1965) were assessed with NIRF imaging using ICG. There were differences in patient demographic and hospital characteristics between the treatment group (i.e. NIRF with ICG) and the comparison group (i.e. no NIRF with ICG). After controlling for covariates, a statistically significant lower 90-day all-cause ER use was documented among the treatment group (adjusted odds ratio=0.84, 95% confidence interval=0.73-0.96, P<0.009). Reasons associated with ER use were similar between the two groups. Conclusion Routine intraoperative graft patency assessment with NIRF imaging using ICG may help to improve a patient's care experience and reduce subsequent resource utilization. Intraoperative graft patency assessment with NIRF imaging using ICG is associated with a 90-day all-cause ER use reduction among CABG patients. Further studies are needed to compare the ER usage among centers that used this technique versus those that did not to determine if associated reductions in ER use are a center or technique-specific phenomenon.
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Epidemiology and Economic Burden of Acute Infectious Gastroenteritis Among Adults Treated in Outpatient Settings in US Health Systems. Am J Gastroenterol 2023:00000434-990000000-00647. [PMID: 36728224 DOI: 10.14309/ajg.0000000000002186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Accepted: 01/06/2023] [Indexed: 02/03/2023]
Abstract
INTRODUCTION Acute infectious gastroenteritis (AGE) is a common reason for outpatient visits and hospitalizations in the United States. This study aimed to understand the demographic and clinical characteristics, common pathogens detected, health care resource utilization (HRU), and cost among adult outpatients with AGE visiting US health systems. METHODS A retrospective cohort study was conducted using one of the largest hospital discharge databases (PINC AI Healthcare Database) in the United States. Adult patients (aged ≥18 years) with a principal diagnosis of AGE during an outpatient visit between January 1, 2016, and June 30, 2021, were included. Pathogen detection analysis was performed in those with microbiology data available. RESULTS Among 248,896 patients, the mean age was 44.3 years (range 18-89+ years), 62.9% were female, and 68.5% were White. More than half (62.0%) of the patients did not have any preexisting comorbidity, and only 18.3% underwent stool workup at the hospital. Most patients (84.7%) were seen in the emergency department, and most (96.4%) were discharged home. Within 30 days of discharge, 1.0% were hospitalized, and 2.8% had another outpatient visit due to AGE. The mean cost of the index visit plus 30-day AGE-related follow-up was $1,338 per patient, amounting to $333,060,182 for the total study population. Among patients with microbiology data available (n = 12,469), common pathogens detected were Clostridioides difficile (32.2%), norovirus (6.3%), and Campylobacter spp. (4.0%). DISCUSSION AGE is a common and costly disease affecting adults of all ages and more females than males, including individuals with or without baseline conditions in a hospital-based outpatient setting. C. difficile was the most common pathogen detected.
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Huang X, Yu D. Assessment of Regional Health Resource Carrying Capacity and Security in Public Health Emergencies Based on the COVID-19 Outbreak. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:2068. [PMID: 36767442 PMCID: PMC9916352 DOI: 10.3390/ijerph20032068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Revised: 01/18/2023] [Accepted: 01/20/2023] [Indexed: 06/18/2023]
Abstract
The Omicron variant of COVID-19, which emerged at the end of 2021, has caused a new wave of infections around the world and is causing a new wave of the crisis due to the extreme variability of the pathogen. In response to public health emergencies such as SARS and COVID-19, the first task is to identify the vulnerabilities of regional health systems and perform a comprehensive assessment of the region's resilience. In this paper, we take the carrying capacity of medical resources as the focus; evaluate the medical, human, and financial resources of various regions; and construct an epidemic safety index based on the actual situation or future trend of the epidemic outbreak to evaluate and predict the risk level of each region in response to the epidemic. The study firstly evaluates the epidemic safety index for each province and city in China and 150 countries around the world, using the first wave of the COVID-19 epidemic in 2020 and the Omicron variant virus in 2022 as the background, respectively, and justifies the index through the actual performance in terms of epidemic prevention and control, based on which the epidemic safety index for 150 countries in the next year is predicted. The conclusions show that Europe, the Americas, and parts of Asia will face a significant risk of epidemic shocks in the coming period and that countries need to formulate policies in response to the actual situation of the epidemic.
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Affiliation(s)
- Xiaoran Huang
- School of Architecture and Art, North China University of Technology, Beijing 100144, China
- Centre for Design Innovation, Swinburne University of Technology, Hawthorn, VIC 3122, Australia
| | - Demiao Yu
- School of Architecture and Art, North China University of Technology, Beijing 100144, China
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Goswami H, Alsumali A, Jiang Y, Schindler M, Duke ER, Cohen J, Briggs A, Puenpatom A. Cost-Effectiveness Analysis of Molnupiravir Versus Best Supportive Care for the Treatment of Outpatient COVID-19 in Adults in the US. PHARMACOECONOMICS 2022; 40:699-714. [PMID: 35779197 PMCID: PMC9270266 DOI: 10.1007/s40273-022-01168-0] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 06/19/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND AND AIMS Coronavirus disease 2019 (COVID-19) imposes a substantial and ongoing burden on the US healthcare system and society. Molnupiravir is a new oral antiviral for treating COVID-19 in outpatient settings. This study evaluated the cost-effectiveness profile of molnupiravir versus best supportive care in the treatment of adult patients with mild-to-moderate COVID-19 at risk of progression to severe disease, from a US payer's perspective. METHODS The model was developed using a decision tree for the short-term acute phase of COVID-19 and a Markov state transition model for the long-term post-acute phase. This model compared molnupiravir with best supportive care as consistent with the MOVe-OUT trial. Costs were reported in 2021 US dollars. Transition probabilities were derived from the phase III MOVe-OUT trial and the TriNetX real-world electronic health records database. Costs were derived from the TriNetX database and utility values from a de novo, vignette-based utility study. Deterministic and probabilistic sensitivity analyses (DSA/PSA) were conducted. Primary outcomes included proportion hospitalized, proportion who died overall and by highest healthcare setting at the end of the acute phase, quality-adjusted life-years (QALYs), and incremental costs per QALY gained over a lifetime (100 years) horizon, discounted at 3% annually and assessed at a willingness-to-pay (WTP) threshold of $100,000 per QALY. RESULTS In this model, the use of molnupiravir led to an increase in QALYs (0.210) and decrease in direct total medical costs (-$895) per patient across a lifetime horizon, compared with best supportive care in COVID-19 outpatients. Molnupiravir was the dominant intervention when compared with best supportive care. Patients treated with molnupiravir were less likely to be hospitalized (6.38% vs. 9.20%) and more likely to remain alive (99.88% vs. 98.71%) during the acute phase. Through DSA, molnupiravir treatment effect of hospitalization reduction was identified to be the most influential parameter, and through PSA, molnupiravir remained dominant in 84% of the total simulations and, overall, 100% cost effective. CONCLUSION This analysis suggests that molnupiravir is cost effective compared with best supportive care for the treatment of adult outpatients with COVID-19. However, our study was limited by the unavailability of the most recent information on the rapidly evolving pandemic, including new viral variants, patient populations affected, and changes in standards of care. Further research should explore the impact of vaccination on the cost effectiveness of molnupiravir and other therapies, based on real-world data, to account for these changes, including the impact of vaccination and immunity.
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Affiliation(s)
- Hardik Goswami
- BARDS-Health Economics and Decision Science, Merck & Co, Inc., Kenilworth, NJ, USA.
- BARDS-Health Economics and Decision Science, Merck & Co, Inc., 770 Sumneytown Pike, West Point, PA, 19486, USA.
| | - Adnan Alsumali
- BARDS-Health Economics and Decision Science, Merck & Co, Inc., Kenilworth, NJ, USA
| | - Yiling Jiang
- BARDS-Health Economics and Decision Science MSD (UK) Ltd, London, UK
| | | | | | - Joshua Cohen
- Center for the Evaluation of Value and Risk in Health, Boston, MA, USA
| | - Andrew Briggs
- London School of Hygiene and Tropical Medicine, London, UK
| | - Amy Puenpatom
- BARDS-Health Economics and Decision Science, Merck & Co, Inc., Kenilworth, NJ, USA
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Postma MJ, Chhatwal J. COVID-19 Health Economics: Looking Back and Scoping the Future. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2022; 25:695-696. [PMID: 35393253 PMCID: PMC8979475 DOI: 10.1016/j.jval.2022.03.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 03/16/2022] [Indexed: 05/03/2023]
Affiliation(s)
- Maarten J Postma
- Department of Health Sciences, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands; Department of Economics, Econometrics & Finance, Faculty of Economics & Business, University of Groningen, Groningen, The Netherlands
| | - Jagpreet Chhatwal
- Institute for Technology Assessment, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
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Robinson K, Schott LL, Matthews T, Tyagi M, Ajmani VB, Sacco N, Cao Z. Assessment of Healthcare Resource Utilization by Anticoagulant Heparinoid Dosage Level in Patients Hospitalized with COVID-19. Clin Appl Thromb Hemost 2022; 28:10760296221137848. [DOI: 10.1177/10760296221137848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
The aim was to describe inpatients with COVID-19 empirically prescribed heparinoid anticoagulants and compare resource utilization between prophylactic/low-dose and therapeutic/high-dose groups. Methods: This retrospective observational study used real-world data from 880 US hospitals in the PINC AI™ Healthcare Database during 4/1/2020–11/30/2020. Descriptive analysis was used to characterize patients. Multivariable regression was used to evaluate intensive care unit (ICU) admissions, length of stay (LOS), mortality, and costs by anticoagulation dose group, adjusting for cohort characteristics. Among 122,508 inpatients, 29,225 (23.9%) received therapeutic/high-dose, and 93,283 (76.1%) received prophylactic/low-dose anticoagulation. The high-dose group had more comorbidities and worse laboratory values compared with low-dose. Respectively, ICU admission rates were 36.7% and 19.1% and LOS median (Q1, Q3) was 8 (5, 15) and 5 (3, 9) days. In separate adjusted models, high-dose anticoagulation was associated with a 45% increase in odds of ICU admission, 26% increase in odds of in-hospital mortality, 21% longer average LOS, and 28% greater average total cost compared with low-dose (each P < 0.001). Prophylactic/low-dose anticoagulation treatment was associated with decreased healthcare resource utilization (HRU) in hospitalized patients with COVID-19.
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Affiliation(s)
- Keith Robinson
- Medical and Scientific Management, Syneos Health, Morrisville, NC, USA
| | - Laura L. Schott
- PINC AI™ Applied Sciences®, Premier Inc., Charlotte, NC, USA
| | - Tom Matthews
- Specialty Pharma, Meitheal Pharmaceuticals, Inc., Chicago, IL, USA
| | - Manu Tyagi
- PINC AI™ Applied Sciences®, Premier Inc., Charlotte, NC, USA
| | - Vivek B. Ajmani
- PINC AI™ Applied Sciences®, Premier Inc., Charlotte, NC, USA
| | - Nancy Sacco
- Specialty Pharma, Meitheal Pharmaceuticals, Inc., Chicago, IL, USA
| | - Zhun Cao
- PINC AI™ Applied Sciences®, Premier Inc., Charlotte, NC, USA
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