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1.
Epidemiol Prev ; 45(6): 470-476, 2021.
Article in English | MEDLINE | ID: covidwho-2239549

ABSTRACT

OBJECTIVES: to analyse both direct and indirect impacts on surgical admissions, surgical rates, and clinical picture severity of the two COVID-19 pandemic waves in a hospital network covering an entire province (Trento, located in Trentino-Alto Adige Region, Northern Italy). DESIGN: retrospective epidemiological study. SETTING AND PARTICIPANTS: data regarding the patient load of the Surgical Urgencies/Emergencies flows (SUEs) of the Local Health Authority of the Autonomous Province of Trento derived from the Hospital Discharge Record (HDR) information flow. The population in study was that of patients hospitalized in the entire Province of Trento. This study compares the volume and characteristics of urgent/emergency surgery during the 2020 COVID-19 pandemic with the homologous period in 2019, subdividing the analysed pandemic period in 3 separated groups: • phase I (March-May 2020); • phase II (June-August 2020); • phase III (October-December 2020). The 3 groups represent, respectively: the 1st pandemic wave proclamation of national lockdown from 9 March to 18 May; the summer pandemic remission; the 2nd pandemic wave with partial restrictions on circulation and commercial activities. Clinical and surgical records of SUE population among these 3 periods (March-May; June-August; October-December) of both 2020 and 2019 were analyzed and compared. MAIN OUTCOME MEASURES: the overall number of admissions and surgical rates for SUEs in the study periods were chosen as primary outcomes. The same outcomes were analysed for the most represented diagnoses in the SUEs population: diverticulitis, intestinal obstruction, appendicitis, cholecystitis, gastrointestinal (GI) perforations, pancreatitis, traumas. To assess the degree of clinical picture severity, variables coming from the hospital discharging charts, commonly associated to worst outcomes in term of mortality and morbidity, such as age, length of hospital stay, DRG weight, and patients not discharged at home were extrapolated from the electronic database. A numerical weight was then assigned to each variable, obtaining a scoring system from 0 to 15 (severity index). RESULTS: the number of admissions for SUEs in the studied period showed a sinusoidal trend, with a dramatic decrease in phase I and III (-46.6% and -31.6%, respectively). This trend was also observed even by stratifying admissions for the most frequent pathologies, except for gastrointestinal perforations and pancreatitis. The surgical rate among hospitalised patients for SUEs was 35.2% in phase, significantly higher than that of 2019 (25.6%). Considering the most frequent diagnoses individually, some had a progressive increase in the surgical rate in phases I and II (diverticulitis, bowel obstructions, cholecystitis), others showed an initial decrease and then settled on values ​​not far from those of 2019 (GI perforations and appendicitis), others again had an initial significant increase and then gradually returned to values ​​similar to those of 2019 in phase III (traumas). The mean patients age was significantly higher in phase I than in 2019 (p-value <0.001) and in phase II (p-value <0.05). Consistently with the trend of the number of urgent admissions, even the severity index calculated on the SUEs population showed a sinusoidal trend with and evident increase during the two pandemic waves. CONCLUSIONS: the effect of the COVID-19 pandemic on SUEs was mainly indirect, manifesting itself with a significant reduction in surgical admissions, particularly in phases I and III. Conversely, in the same phases, the surgical rate showed a significant increase compared to 2019. The stratified analysis confirmed these findings for the most frequent diagnoses except for GI perforations and pancreatitis. The clinical pictures were more severe in the two pandemic waves than in the reference period of 2019. Although with a slight numerical attenuation, in general, the second pandemic wave confirmed the first one findings.


Subject(s)
COVID-19 , Pandemics , Communicable Disease Control , Hospitals , Humans , Italy/epidemiology , Retrospective Studies , SARS-CoV-2
2.
Epidemiol Prev ; 45(6): 528-532, 2021.
Article in English | MEDLINE | ID: covidwho-1836181

ABSTRACT

BACKGROUND: hospitalization rate of patients with SARS-CoV-2 infection can be considered as an indicator of severe COVID-19 burden. In children, however, hospital admissions may overestimate such burden. OBJECTIVES: to describe the hospitalizations with COVID-19-related discharge diagnoses in the population <18 years of age in the 545,000 inhabitants of the Autonomous Province of Trento (Trentino-Alto Adige Region, North-Eastern Italy) in year 2020. DESIGN: hospitalization characteristics and main and secondary discharge diagnosis codes were abstracted from anonymous hospital discharge records in all cases with at least one COVID-19-specific ICD-9-CM code. SETTING AND PARTICIPANTS: hospitalized patients 0-17 and >=18 years of age. MAIN OUTCOME MEASURES: in-hospital deaths, median length of stay and cost, frequency of main discharge diagnoses. RESULTS: from March to December 2020, 61 admissions with COVID-19-specific codes regarded patients 0-17 years and 3,811 patients >=18 years. No in-hospital deaths were observed in the younger group. Median hospital stay was not significantly different in the two groups, but cost was higher among patients >=18 years. In adult patients, more than 70% had a pneumonia or other lung or respiratory disease main discharge diagnosis; in children, they were only 6.5%. Almost half of the children admitted with SARS-CoV-2 infection had a main discharge diagnosis of either trauma or encounter with the health system for procedures and aftercare (ICD-9-CM V-codes). CONCLUSIONS: in the Province of Trento, a considerable proportion of hospitalizations of young patients with SARS-CoV-2 infection may be due to other underlying conditions requiring hospital care, supporting the hypothesis that hospitalization rate might overestimate the burden of serious COVID-19 in children.


Subject(s)
COVID-19 , Hospitalization , Humans , Italy/epidemiology , Length of Stay , SARS-CoV-2
3.
Healthcare (Basel) ; 10(3)2022 Mar 18.
Article in English | MEDLINE | ID: covidwho-1760509

ABSTRACT

BACKGROUND: During the COVID-19 pandemic, lung ultrasound (LUS) has been widely used since it can be performed at the patient's bedside, does not produce ionizing radiation, and is sufficiently accurate. The LUS score allows for quantifying lung involvement; however, its clinical prognostic role is still controversial. METHODS: A retrospective observational study on 103 COVID-19 patients with respiratory failure that were assessed with an LUS score at intensive care unit (ICU) admission and discharge in a tertiary university COVID-19 referral center. RESULTS: The deceased patients had a higher LUS score at admission than the survivors (25.7 vs. 23.5; p-value = 0.02; cut-off value of 25; Odds Ratio (OR) 1.1; Interquartile Range (IQR) 1.0-1.2). The predictive regression model shows that the value of LUSt0 (OR 1.1; IQR 1.0-1.3), age (OR 1.1; IQR 1.0-1.2), sex (OR 0.7; IQR 0.2-3.6), and days in spontaneous breathing (OR 0.2; IQR 0.1-0.5) predict the risk of death for COVID-19 patients (Area under the Curve (AUC) 0.92). Furthermore, the surviving patients showed a significantly lower difference between LUS scores at admission and discharge (mean difference of 1.75, p-value = 0.03). CONCLUSION: Upon entry into the ICU, the LUS score may play a prognostic role in COVID-19 patients with ARDS. Furthermore, employing the LUS score as a monitoring tool allows for evaluating the patients with a higher probability of survival.

4.
Traffic Inj Prev ; 23(4): 193-197, 2022.
Article in English | MEDLINE | ID: covidwho-1752012

ABSTRACT

OBJECTIVE: To assess changes in the number and severity of road traffic accidents in Italy in 2020, in particular after the beginning of COVID-19 and during the lockdown, as compared with 2019, with monthly details and geographical variations within the country. METHODS: Official monthly data on road traffic accidents recorded by the Police in Italy in 2020 were compared with those in 2019. The comparison regarded number of accidents, percent change, non-fatal injuries, deaths, injury index (injuries/accidents ×100) and fatality index (deaths/accidents ×100). Monthly data were graphically presented separately for each of the 21 Italian Regions and autonomous Provinces. RESULTS: A steep generalized decrease in the number of road traffic accidents was observed in March and April 2020 (Italian lockdown) as compared with the corresponding months of 2019 (more than 70% change), with a smaller change in the number of deaths, more variable among Regions. Smaller decreases were observed in the following part of 2020. CONCLUSIONS: In Italy, lockdown and limitation of mobility due to COVID-19 determined a strong decrease in the number of road traffic accidents and their health consequences. Inter-regional variability in the decrease of deaths might be associated with the severity of the SARS-CoV-2 local outbreak, although specific causes need to be investigated. These data are useful to inform traffic and public health policy makers.


Subject(s)
Accidents, Traffic , COVID-19 , COVID-19/epidemiology , Communicable Disease Control , Humans , Italy/epidemiology , SARS-CoV-2
5.
Front Med (Lausanne) ; 8: 768261, 2021.
Article in English | MEDLINE | ID: covidwho-1674347

ABSTRACT

OBJECTIVE: To analyze the application of lung ultrasound (LUS) diagnostic approach in obstetric patients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and compare LUS score and symptoms of the patients. DESIGN: A single-center observational retrospective study from October 31, 2020 to March 31, 2021. SETTING: Department of Ob/Gyn at the University-Hospital of Udine, Italy. PARTICIPANTS: Pregnant women with SARS-CoV-2 diagnosed with reverse transcription-PCR (RT-PCR) swab test were subdivided as symptomatic and asymptomatic patients with COVID-19. EXPOSURE: Lung ultrasound evaluation both through initial evaluation upon admission and through serial evaluations. MAIN OUTCOME: Reporting LUS findings and LUS score characteristics. RESULTS: Symptomatic patients with COVID-19 showed a higher LUS (median 3.5 vs. 0, p < 0.001). LUS was significantly correlated with COVID-19 biomarkers as C-reactive protein (CPR; p = 0.011), interleukin-6 (p = 0.013), and pro-adrenomedullin (p = 0.02), and inversely related to arterial oxygen saturation (p = 0.004). The most frequent ultrasound findings were focal B lines (14 vs. 2) and the light beam (9 vs. 0). CONCLUSION: Lung ultrasound can help to manage pregnant women with SARS-CoV-2 infection during a pandemic surge. STUDY REGISTRATION: ClinicalTrials.gov, NCT04823234. Registered on March 29, 2021.

6.
Infect Dis Rep ; 14(1): 20-25, 2022 Jan 04.
Article in English | MEDLINE | ID: covidwho-1613753

ABSTRACT

There is limited information regarding the severity of COVID-19 in immunocompromized patients. We conducted a retrospective cohort study considering the period from 1 March 2020 to 31 December 2020 to determine whether previously existing lymphopenia increases the risk of hospitalization and death after SARS-CoV-2 infection in the general population. The laboratory and hospital discharge databases of the Azienda Sanitaria Universitaria Friuli Centrale were used, and 5415 subjects infected with SARS-CoV-2 and with at least one recent absolute lymphocyte count determination before SARS-CoV-2 positivity were included. In total, 817 (15.1%) patients had severe COVID-19. Patients developing severe COVID-19 were more frequently males (44.9% of the severe COVID-19 group vs. 41.5% in the non-severe COVID-19 group; p < 0.0001) and were older (73.2 ± 13.8 vs. 58.4 ± 20.3 years; p < 0.0001). Furthermore, 29.9% of the lymphopenic patients developed severe COVID-19 vs. 14.5% of the non-lymphopenic patients (p < 0.0001). In a logistic regression model, female sex remained a protective factor (OR = 0.514, 95%CI 0.438-0.602, p < 0.0001), while age and lymphopenia remained risk factors for severe COVID-19 (OR = 1.047, 95%CI 1.042-1.053, p < 0.0001 for each additional year of age; OR = 1.715, 95%CI 1.239-2.347, p = 0.0011 for lymphopenia). This provides further information to stratify the risk of COVID-19 severity, which may be an important element in the management of immunosuppressive therapies.

7.
Infect Dis Clin Pract (Baltim Md) ; 29(6): e356-e360, 2021 Nov.
Article in English | MEDLINE | ID: covidwho-1528226

ABSTRACT

BACKGROUND: An assessment of viral load in biologic specimens of subjects with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection may have important implications for public health planning. The aim of this study was to estimate the prevalence of high viral load in upper respiratory specimens of patients with SARS-CoV-2 infection during the first Italian wave (spring) and at the beginning of the second wave (summer) of the COVID-19 epidemic, through the measurement of cycle threshold (Ct) values from real-time reverse transcription-polymerase chain reaction tests conducted at the University Hospital of Udine, Italy, serving 530,000 inhabitants. METHODS: We compared the prevalence of high viral load, defined as Ct ≤ 20 at the first positive test result, in 262 subjects from the spring and 453 from the summer period. Logistic regression was used to account for potential confounding due to sex, age, and severity of infection. RESULTS: In the spring, 9.2% of subjects had Ct ≤ 20 versus 21.4% in the summer. After adjusting for confounders, the likelihood of having high viral load was 2.9 times higher in the summer than in the spring (95% confidence interval, 1.7-5.0). CONCLUSIONS: In this Italian area, more COVID-19 patients had high viral load in the spring epidemic wave than at the beginning of the second, during the summer. Cycle threshold values may represent useful information to monitor viral load at a population level in subjects with SARS-CoV-2 infection.

8.
Rev Rhum Ed Fr ; 88(5): 377-381, 2021 Oct.
Article in French | MEDLINE | ID: covidwho-1447100

ABSTRACT

OBJECTIF: Cette étude a pour objectif de déterminer la prévalence du coronavirus 2 du syndrome respiratoire aigu sévère (SARS-CoV-2) 2019 (COVID-19) chez des patients adultes traités par biothérapies ou inhibiteurs des JAK pour des rhumatismes inflammatoires chroniques, en particulier des arthrites inflammatoires chroniques. MÉTHODES: Pour cela, une étude basée sur la population, dans la province d'Udine (466 700 habitants d'âge > 15 ans, région du Frioul-Vénétie-Julienne, Italie) a été planifiée. Le critère principal de jugement était la prévalence du COVID-19 durant les deux premiers mois de l'épidémie. Tous les patients de notre province atteints de maladies rhumatismales et traités par biothérapies ou inhibiteurs des JAK au cours des 6 mois précédents ont été inclus (n = 1051). RÉSULTATS: Du 29 février au 25 avril 2020, 4 patients adultes (4/1051, 3,8/1000, IC 95 % 1,5-9,7/1000) ont été testés positifs au COVID-19 par RT-PCR et écouvillon. Au total, 47/1051 patients (4,5 %) ont été soumis au test COVID-19 par RT-PCR durant la même période, en raison de symptômes compatibles avec le COVID-19 pour 15 d'entre eux. Dans la population générale, la prévalence était de 937 cas/466700 (2/1000, IC 95 % 1,9-2,1/1000, valeur p = 0,33, test du Chi2), et 20 179/466 700 (4,3 %) prélèvements COVID-19 sur écouvillon ont été effectués. CONCLUSION: Le risque de COVID-19 chez les patients atteints de maladies rhumatismales et traités par biothérapies ou inhibiteurs des JAK n'apparaît pas différent de celui observé dans la population générale. Les patients doivent être encouragés à poursuivre en toute sécurité leur traitement et à respecter les mesures de prévention et de protection contre le COVID-19.

9.
Clin Infect Dis ; 73(3): e754-e764, 2021 08 02.
Article in English | MEDLINE | ID: covidwho-1338688

ABSTRACT

BACKGROUND: Understanding the drivers of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission is crucial for control policies, but evidence of transmission rates in different settings remains limited. METHODS: We conducted a systematic review to estimate secondary attack rates (SARs) and observed reproduction numbers (Robs) in different settings exploring differences by age, symptom status, and duration of exposure. To account for additional study heterogeneity, we employed a beta-binomial model to pool SARs across studies and a negative-binomial model to estimate Robs. RESULTS: Households showed the highest transmission rates, with a pooled SAR of 21.1% (95% confidence interval [CI]:17.4-24.8). SARs were significantly higher where the duration of household exposure exceeded 5 days compared with exposure of ≤5 days. SARs related to contacts at social events with family and friends were higher than those for low-risk casual contacts (5.9% vs 1.2%). Estimates of SARs and Robs for asymptomatic index cases were approximately one-seventh, and for presymptomatic two-thirds of those for symptomatic index cases. We found some evidence for reduced transmission potential both from and to individuals younger than 20 years of age in the household context, which is more limited when examining all settings. CONCLUSIONS: Our results suggest that exposure in settings with familiar contacts increases SARS-CoV-2 transmission potential. Additionally, the differences observed in transmissibility by index case symptom status and duration of exposure have important implications for control strategies, such as contact tracing, testing, and rapid isolation of cases. There were limited data to explore transmission patterns in workplaces, schools, and care homes, highlighting the need for further research in such settings.


Subject(s)
COVID-19 , SARS-CoV-2 , Contact Tracing , Family Characteristics , Humans , Incidence
10.
Epidemiol Prev ; 44(5-6 Suppl 2): 88-94, 2020.
Article in Italian | MEDLINE | ID: covidwho-1068127

ABSTRACT

We are presenting here the findings of the reaction to the COVID-19 epidemic during the period March to June 2020 of those centres participating in the research EASY-NET which is on-going in Italy, funded by the Ministry of Health and co-founded by the Regional Health Authorities. The objective of EASY-NET is to evaluate the effectiveness of the audit and feedback (A&F) strategies in different clinical and organizational settings in seven regions. As a negative consequence of the COVID-19 epidemic, the activities of the project have suddenly slowed down; nevertheless, the COVID-19 epidemic represented an opportunity to apply the A&F methodology and support the healthcare within the regional authorities in order to manage and monitor the impact of this new disease. The reaction to the crisis on behalf of EASY-NET was inconsistent across the participating regions for various reasons. Factors which influenced the reaction levels in relation to the rapidity and efficiency of the implementation of the A&F strategies were as follows: the varying epidemiological impact of the COVID-19 epidemic in the various territories, the different clinical and organizational context and availability of expert research teams together with A&F procedures which had already been tested before the start of the epidemic.


Subject(s)
COVID-19/epidemiology , Formative Feedback , Management Audit , Pandemics , Quality Assurance, Health Care , SARS-CoV-2 , Chronic Disease/epidemiology , Critical Pathways , Emergencies/epidemiology , Geography, Medical , Humans , Italy/epidemiology , Neoplasms/epidemiology , Outcome Assessment, Health Care , Quality Improvement
11.
Health Policy ; 125(2): 155-159, 2021 02.
Article in English | MEDLINE | ID: covidwho-987768

ABSTRACT

Severity of SARS-CoV-2 infection is associated with comorbidities. However, no information is available on the frequency of nasopharyngeal swab collection and positivity depending on comorbidities. Using a cross-sectional design, we assessed the prevalence of SARS-CoV-2 tests and of positivity in the general population of the 530,000-inhabitant Italian province of Udine and in subgroups affected by chronic conditions in the first weeks of SARS-CoV-2 epidemic. Anonymous health databases were used as source of information to identify persons with 14 chronic conditions. From laboratory records we assessed the likelihood of real-time reverse-transcriptase polymerase chain reaction for SARS-CoV-2 and the frequency of positivity from February 29 to April 19, 2020, i.e., 7 weeks from the first case detected in the study area. Sex and age-stratified proportions were calculated in comorbidity subgroups. Multivariate regression was used to adjust for confounders. In the province, 236,623 persons had ≥1 chronic condition; 869 had positive tests. Persons with comorbidities were tested more than the others. However, most chronic conditions were not significantly associated with the prevalence of positivity, except psychiatric and neurological diseases and diabetes. In conclusion, despite more frequent testing, patients with most chronic diseases where equally likely to be diagnosed with SARS-CoV-2 as the general population. Chronic patients should adhere to general recommendations for preventing SARS-CoV-2 infection, but ad hoc restrictions do not seem necessary.


Subject(s)
COVID-19 Testing/statistics & numerical data , COVID-19/epidemiology , Comorbidity , Nasopharynx/virology , Adolescent , Aged , Aged, 80 and over , Child , Child, Preschool , Cross-Sectional Studies , Databases, Factual , Female , Humans , Infant , Infant, Newborn , Italy/epidemiology , Male , Middle Aged , Reverse Transcriptase Polymerase Chain Reaction , SARS-CoV-2/isolation & purification
13.
Clin Microbiol Infect ; 26(12): 1686.e1-1686.e4, 2020 Dec.
Article in English | MEDLINE | ID: covidwho-812286

ABSTRACT

OBJECTIVES: Duration of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in the upper respiratory tract is extremely variable, but its relation to disease severity is unknown. We investigated this relation in the 530 000 inhabitants of the northeastern Italian province of Udine. METHODS: We analysed real-time RT-PCR tests for SARS-CoV-2 in upper respiratory specimens conducted at the Virology Laboratory of the University Hospital of Udine, Italy (which serves the whole province) from 1 March to 30 April 2020 Specimens were from positive individuals in four groups characterized by different disease severity (critically ill patients admitted to intensive care units, patients admitted to infectious disease units, symptomatic patients visiting the emergency department and not hospitalized, and asymptomatic individuals tested during contact tracing or screening activities). Duration of viral positivity was assessed from the first positive test to the day of the first of two consecutive negative tests. Univariate and multivariate analyses were conducted to investigate differences in the four groups. RESULTS: From 1 March to 30 April, 39 483 RT-PCR tests for SARS-CoV-2 were conducted on 23 778 individuals, and 974 individuals had a positive test result. Among those with multiple tests (n = 878), mean time to negativity was 23.7 days (standard error 0.3639; median 23, interquartile range 16-30 days). Mean time to negativity was longer in the group admitted to the intensive care unit than in the others, whereas no difference was observed between asymptomatic patients and those with mild disease. CONCLUSIONS: Disease control measures should not be adjusted to account for differences in viral shedding according to symptomatic status.


Subject(s)
COVID-19/diagnosis , Nasopharynx/virology , SARS-CoV-2/isolation & purification , Adult , Aged , Aged, 80 and over , COVID-19/epidemiology , COVID-19/prevention & control , COVID-19 Nucleic Acid Testing , Critical Illness , Female , Hospitalization , Hospitals, University , Humans , Intensive Care Units , Italy/epidemiology , Male , Middle Aged , Pandemics , Phenotype , Retrospective Studies , Risk Factors , Severity of Illness Index , Virus Shedding
16.
Mol Genet Metab ; 130(3): 170-171, 2020 07.
Article in English | MEDLINE | ID: covidwho-141491

ABSTRACT

The direct and indirect effects of Coronavirus Disease-19 (COVID-19) pandemic, on Italian patients with lysosomal storage disorders receiving therapy, were analyzed by a phone questionnaire. No proved COVID-19 emerged among 102 interviewed. No problems were reported by patients receiving oral treatments. Forty-nine% of patients receiving enzyme replacement therapy in hospitals experienced disruptions, versus 6% of those home-treated. The main reasons of missed infusions were fear of infection (62.9%) and re-organization of the infusion centers (37%).


Subject(s)
Coronavirus Infections/epidemiology , Lysosomal Storage Diseases/therapy , Pneumonia, Viral/epidemiology , Adult , COVID-19 , Coronavirus Infections/complications , Coronavirus Infections/psychology , Coronavirus Infections/therapy , Enzyme Replacement Therapy , Fear , Female , Humans , Italy/epidemiology , Lysosomal Storage Diseases/complications , Male , Middle Aged , Pandemics , Patient Acceptance of Health Care , Patient Care Management , Pneumonia, Viral/complications , Pneumonia, Viral/psychology , Pneumonia, Viral/therapy , Surveys and Questionnaires , Young Adult
17.
Non-conventional in English | WHO COVID | ID: covidwho-601757

ABSTRACT

The aims of this study were to examine the requests for influenza molecular tests processed by the Virology Laboratory of the University Hospital of Udine during the 2018–19 influenza season and to assess the test results and to estimate costs. We analyzed various administrative databases of the hospital health information system, which can be deterministically linked at the individual level through an anonymous stochastic key. Requests for influenza molecular tests from November 1, 2018, to April 15, 2019, and test results were described by week and, for hospitalized patients, hospital ward. Previous vaccination status of tested patients, outcomes and estimated test costs were assessed. In the 2018–19 influenza season, 979 influenza A and B virologic tests were processed by the laboratory, corresponding to 758 patients. Requests had more than doubled compared with the previous influenza season. Rapid real-time PCR tests, routinely available at the University Hospital of Udine since January 2019, represented 17% of requests. Six hundred forty-eight patients were hospitalized. Medical wards requested the test after a median of 1 day after admission, whereas requests were delayed for surgical and oncologic patients. The number of tests, proportion of positivity and consumption of rapid tests varied by medical specialty. Overall consumption of oseltamivir was similar to that of the previous influenza season. This analysis, benefiting from the availability of integrated health administrative databases, provided useful information to support public health decision-making and managing the supply and demand for diagnostic tests.

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