The blue side of diabetes: assessing the impact of depression in people with type 2 diabetes using real-world data

The aim of the thesis is to assess the impact of depression in people with type 2 diabetes. Using Healthcare Utilization Databases, I estimated in a large population-based cohort with type 2 diabetes the incidence of depression over 10 year-period, identified the demographic and clinical predictors of depression, and determined the extent to which depression is a risk factor for acute and long-term complications and mortality. In the context of COVID-19 pandemic, I evaluated whether the presence of a history of depression in type 2 diabetes increased the Emergency Department (ED) access rate for diabetes-related complications, and I investigated changes in the incidence of depression during the first year of the pandemic. Findings from the first study indicated that developing depression was associated with being a woman, being over 65 years, living in rural areas, having insulin as initial diabetes medication and having comorbid conditions; the study also confirmed that depression was associated with an increased risk for acute and long-term diabetes complications and all-cause mortality. The second observational study showed a higher rate of ED access for diabetes-related complications during the pandemic in people with type 2 diabetes and a history of depression than in those without a history of depression, similar to what was observed in a pre-pandemic period. As shown in the third population-based study, the incidence of depression decreased in 2020 compared to 2019, mainly during the first and the second waves of the COVID-19 pandemic, when people probably had difficulty reaching healthcare services. This new real-world evidence will help healthcare professionals identify timely patients at high risk of developing depression. Lastly, policymakers and physicians will benefit from new evidence of the effects of the COVID-19 pandemic on depression in people with type 2 diabetes to ensure a high level of care during crisis periods.

Analytics and optimization for emergency healthcare processes

This thesis deals with the analysis and management of emergency healthcare processes through the use of advanced analytics and optimization approaches. Emergency processes are among the most complex within healthcare. This is due to their non-elective nature and their high variability. This thesis is divided into two topics. The first one concerns the core of emergency healthcare processes, the emergency department (ED). In the second chapter, we describe the ED that is the case study. This is a real case study with data derived from a large ED located in northern Italy. In the next two chapters, we introduce two tools for supporting ED activities. The first one is a new type of analytics model. Its aim is to overcome the traditional methods of analyzing the activities provided in the ED by means of an algorithm that analyses the ED pathway (organized as event log) as a whole. The second tool is a decision-support system, which integrates a deep neural network for the prediction of patient pathways, and an online simulator to evaluate the evolution of the ED over time. Its purpose is to provide a set of solutions to prevent and solve the problem of the ED overcrowding. The second part of the thesis focuses on the COVID-19 pandemic emergency. In the fifth chapter, we describe a tool that was used by the Bologna local health authority in the first part of the pandemic. Its purpose is to analyze the clinical pathway of a patient and from this automatically assign them a state. Physicians used the state for routing the patients to the correct clinical pathways. The last chapter is dedicated to the description of a MIP model, which was used for the organization of the COVID-19 vaccination campaign in the city of Bologna, Italy.

Topiramate-associated acute, bilateral, angle-closure glaucoma: case report

This paper describes a topiramate induced acute bilateral angle-closure glaucoma. This rare adverse effect is an idiosyncratic reaction characterized by uveal effusion and lens forward displacement, leading to increased intraocular pressure and vision loss. We describe a 55 year-old white woman with migraine, spasmodic torticollis and essential tremor, who developed bilateral acute angle-closure glaucoma, one week after starting topiramate 25 mg/day. She was seen at the Ophthalmology Emergency Department of the Fundação João Penido Burnier (Campinas, SP, Brazil) with a 4 hours history of blurry vision, ocular pain and bright flashes vision. Slit lamp examination revealed moderate conjunctival injection and corneal edema, and shallow anterior chambers. Intraocular pressure was 48 mmHg in both eyes. Fundoscopic examination findings were normal. She was treated with timolol, brimonidine, dorzolamide, pilocarpine, prednisone acetate eye drops and acetazolamide. One hour after those measures, as the intraocular pressure was 30 mmHg, she received a manitol intravenous injection and the intraocular pressure normalized. After 24 hours an iridotomy with Yag laser was performed. Topiramate was discontinued and she was totally recovered after one week.

Emergence and disappearance of a virulent clone of Haemophilus influenzae biogroup aegyptius, cause of Brazilian Purpuric Fever

Summary: In 1984, children presented to the emergency department of a hospital in the small town of Promissão, São Paulo State, Brazil, with an acute febrile illness that rapidly progressed to death. Local clinicians and public health officials recognized that these children had an unusual illness, which led to outbreak investigations conducted by Brazilian health officials in collaboration with the U.S. Centers for Disease Control and Prevention. The studies that followed are an excellent example of the coordinated and parallel studies that are used to investigate outbreaks of a new disease, which became known as Brazilian purpuric fever (BPF). In the first outbreak investigation, a case-control study confirmed an association between BPF and antecedent conjunctivitis but the etiology of the disease could not be determined. In a subsequent outbreak, children with BPF were found to have bacteremia caused by Haemophilus influenzae biogroup aegyptius (H. aegyptius), an organism previously known mainly to cause self-limited purulent conjunctivitis. Molecular characterization of blood and other isolates demonstrated the clonal nature of the H. aegyptius strains that caused BPF, which were genetically distant from the diverse strains that cause only conjunctivitis. This led to an intense effort to identify the factors causing the unusual invasiveness of the BPF clone, which has yet to definitively identify the virulence factor or factors involved. After a series of outbreaks and sporadic cases through 1993, no additional cases of BPF have been reported

Error in body weight estimation leads to inadequate parenteral anticoagulation

Parenteral anticoagulation is a cornerstone in the management of venous and arterial thrombosis. Unfractionated heparin has a wide dose/response relationship, requiring frequent and troublesome laboratorial follow-up. Because of all these factors, low-molecular-weight heparin use has been increasing. Inadequate dosage has been pointed out as a potential problem because the use of subjectively estimated weight instead of real measured weight is common practice in the emergency department (ED). To evaluate the impact of inadequate weight estimation on enoxaparin dosage, we investigated the adequacy of anticoagulation of patients in a tertiary ED where subjective weight estimation is common practice. We obtained the estimated, informed, and measured weight of 28 patients in need of parenteral anticoagulation. Basal and steady-state (after the second subcutaneous shot of enoxaparin) anti-Xa activity was obtained as a measure of adequate anticoagulation. The patients were divided into 2 groups according the anticoagulation adequacy. From the 28 patients enrolled, 75% (group 1, n = 21) received at least 0.9 mg/kg per dose BID and 25% (group 2, n = 7) received less than 0.9 mg/kg per dose BID of enoxaparin. Only 4 (14.3%) of all patients had anti-Xa activity less than the inferior limit of the therapeutic range (<0.5 UI/mL), all of them from group 2. In conclusion, when weight estimation was used to determine the enoxaparin dosage, 25% of the patients were inadequately anticoagulated (anti-Xa activity <0.5 UI/mL) during the initial crucial phase of treatment. (C) 2011 Elsevier Inc. All rights reserved.

The Fast Alcohol Screening Test (FAST) is as Good as the AUDIT to Screen Alcohol Use Disorders

This study was aimed at assessing the psychometric qualities of the fast alcohol screening test (FAST), and at comparing these qualities to those of the alcohol use disorders identification test (AUDIT) in three samples of Brazilian adults: (i) subjects attended at an emergency department (530); (ii) patients from a psychosocial care center (40); and (iii) university students (429). The structured clinical interview for diagnosis (SCID)-IV was used as gold standard. The FAST demonstrated high test-retest and interrater reliability coefficients, as well as high predictive and concurrent validity values. The results attest the validity and reliability of the Brazilian version of the FAST for the screening of indicators of alcohol abuse and dependence.

Is the Full Version of the AUDIT Really Necessary? Study of the Validity and Internal Construct of Its Abbreviated Versions

Background: This study was aimed at assessing the psychometric qualities of the abbreviated versions of the Alcohol Use Disorders Identification Test (AUDIT-3, AUDIT-4, AUDIT-C, AUDIT-PC, AUDIT-QF, FAST, and Five-Shot) and at comparing them to the 10-item AUDIT and the CAGE in 2 samples of Brazilian adults. Methods: The validity and internal consistency of the scales were assessed in a sample of 530 subjects attended at an emergency department and at a Psychosocial Care Center for Alcohol and Drugs. The Structured Clinical Interview for DSM-IV was used as the diagnostic comparative measure for the predictive validity assessment. The concurrent validity between the scales was analyzed by means of Pearson`s correlation coefficient. Results: The assessment of the predictive validity of the abbreviated versions showed high sensitivity (of 0.78 to 0.96) and specificity (of 0.74 to 0.94) indices, with areas under the curve as elevated as those of the AUDIT (0.89 and 0.92 to screen for abuse and 0.93 and 0.95 in the screening of dependence). The CAGE presented lower indices: 0.81 for abuse and 0.87 for dependence. The analysis of the internal consistency of the AUDIT and its versions exhibited Cronbach`s alpha coefficients between 0.83 and 0.94, while the coefficient for the CAGE was 0.78. Significant correlations were found between the 10-item AUDIT and its versions, ranging from 0.91 to 0.99. Again, the results for the CAGE were satisfactory (0.77), although inferior to the other instruments. Conclusions: The results obtained in this study confirm the validity of the abbreviated versions of the AUDIT for the screening of alcohol use disorders and show that their psychometric properties are as satisfactory as those of the 10-item AUDIT and the CAGE.

Stroke awareness in Brazil - Alarming results in a community-based study

Background and Purpose-Stroke is the leading cause of death in Brazil. This community-based study assessed lay knowledge about stroke recognition and treatment and risk factors for cerebrovascular diseases and activation of emergency medical services in Brazil. Methods-The study was conducted between July 2004 and December 2005. Subjects were selected from the urban population in transit about public places of 4 major Brazilian cities: S (a) over tildeo Paulo, Salvador, Fortaleza, and Ribeir (a) over tildeo Preto. Trained medical students, residents, and neurologists interviewed subjects using a structured, open-ended questionnaire in Portuguese based on a case presentation of a typical patient with acute stroke at home. Results-Eight hundred fourteen subjects were interviewed during the study period (53.9% women; mean age, 39.2 years; age range, 18 to 80 years). There were 28 different Portuguese terms to name stroke. Twenty-two percent did not recognize any warning signs of stroke. Only 34.6% of subjects answered the correct nationwide emergency telephone number in Brazil (# 192). Only 51.4% of subjects would call emergency medical services for a relative with symptoms of stroke. In a multivariate analysis, individuals with higher education called emergency medical services (P=0.038, OR=1.5, 95%, CI: 1.02 to 2.2) and knew at least one risk factor for stroke (P<0.05, OR=2.0, 95% CI: 1.2 to 3.2) more often than those with lower education. Conclusions-Our study discloses alarming lack of knowledge about activation of emergency medical services and availability of acute stroke treatment in Brazil. These findings have implications for public health initiatives in the treatment of stroke and other cardiovascular emergencies.

Conclusions

The researchers focussed on the impact of the heroin shortage that occurred in early 2001 on three Australian jurisdictions, namely NSW, Vic and SA. They interviewed 82 heroin dependent heroin users and 172 key informants from health and law enforcement agencies. They also examined a range of indicator data such as drug seizures, drug-related arrests, deaths related to drug use, emergency department admissions for overdose or drug induced psychosis , calls to telephone help lines about drug use, needles distributed for drug use, and notifications about blood borne diseases. In addition a range of documentation, in particular from the law enforcement sector, was examined.

Use of an accelerated chest pain assessment protocol in patients at intermediate risk of adverse cardiac events

Objective: To determine the feasibility, safety and effectiveness of a structured clinical pathway for stratification and management of patients presenting with chest pain and classified as having intermediate risk of adverse cardiac outcomes in the subsequent six months. Design: Prospective clinical audit. Participants and setting: 630 consecutive patients who presented to the emergency department of a metropolitan tertiary care hospital between January 2000 and June 2001 with chest pain and intermediate-risk features. Intervention: Use of the Accelerated Chest Pain Assessment Protocol (ACPAP), as advocated by the Management of unstable angina guidelines - 2000 from the National Heart Foundation and the Cardiac Society of Australia and New Zealand. Main outcome measure: Adverse cardiac events during six-month follow-up. Results: 409 patients (65%) were reclassified as low risk and discharged at a mean of 14 hours after assessment in the chest pain unit. None had missed myocardial infarctions, while three (1%) had cardiac events at six months (all elective revascularisation procedures, with no readmissions with acute coronary syndromes). Another 110 patients (17%) were reclassified as high risk, and 21 (19%) of these had cardiac events (mainly revascularisations) by six months. Patients who were unable to exercise or had non-diagnostic exercise stress test results (equivocal risk) had an intermediate cardiac event rate (8%). Conclusions: This study validates use of ACPAP. The protocol eliminated missed myocardial infarction; allowed early, safe discharge of low-risk patients; and led to early identification and management of high-risk patients.

CPR training in households of patients with chest pain

The objectives of this study are to (1) quantify prior cardiopulmonary resuscitation (CPR) training in households of patients presenting to the Emergency Department (ED) with or without chest pain or ischaemic heart disease (IHD); (2) evaluate the willingness of household members to undertake CPR training; and (3) identify potential barriers to the learning and provision of bystander CPR. A cross-sectional study was conducted by surveying patients presenting to the ED of a metropolitan teaching hospital over a 6-month period. Two in five households of patients presenting with chest pain or IHD had prior training in CPR. This was no higher than for households of patients presenting without chest pain or IHD. Just under two in three households of patients presenting with chest pain or IHD were willing to participate in future CPR classes. Potential barriers to learning CPR included lack of information on CPR classes, perceived lack of intellectual and/or physical capability to learn CPR and concern about causing anxiety in the person at risk of cardiac arrest. Potential barriers to CPR provision included an unknown cardiac arrest victim and fear of infection. The ED provides an opportunity for increasing family and community capacity for bystander intervention through referral to appropriate training. (C) 2003 Published by Elsevier Science Ireland Ltd.

Via verde coronária e enfarte agudo do miocárdio: tempo médio entre a admissão no serviço de urgência central e a reperfusão por angioplastia primária

Mestrado em Tecnologia de Diagnóstico e Intervenção Cardiovascular - Ramo de especialização: Intervenção Cardiovascular

Caracterização da utilização da urgência pediátrica num hospital da área metropolitana de Lisboa

RESUMO - Introdução: Actualmente o uso excessivo dos serviços de Urgência Pediátrica hospitalares constitui uma das preocupações de gestores e administradores hospitalares. Esta má utilização pode contribuir para o aumento descomedido dos custos uma vez que a procura não é adequada para este tipo de serviço. A procura de respostas rápidas aos problemas de saúde contribui para a afluência exagerada e por vezes injustificada por parte da população. Objectivo: O objectivo deste estudo foi efectuar a caracterização da utilização da urgência pediátrica num hospital da área metropolitana de Lisboa, no sentido de compreender se existe, ou não, procura injustificada de cuidados de saúde. Material e métodos: Foi utilizado como suporte metodológico uma abordagem quantitativa, num estudo descritivo - correlacional. Foram analisados 36932 episódios de Urgência Pediátrica ocorridos num período de 6 meses (Julho 2010 a Janeiro 2011). Resultados: A amostra é constituída por 53,6% utentes do sexo masculino e por 46,4% do sexo feminino; onde o intervalo de idades mais representativo situa-se entre o 1 ano e 5 anos de idade. O concelho de Sintra apresenta 61% dos episódios, no entanto proporcionalmente o concelho de Amadora recorre mais à Urgência Pediátrica com 7,48% dos episódios. O dia com maior afluência é Segunda-feira com 17% dos episódios; 75% dos epsiódios ocorre entre as 8h - 20h, periodo de funcionamento dos Centros de Saúde. Foram considerados como não urgentes, 54,9% dos episódios, 88,8% destes são encaminhados para o Centro de Saúde. São não referenciados 90% dos episódios. Existe evidência de utilização injustificada do Serviço de Urgência Pediátrica por 49,5% dos utentes. Verifica-se que a utilização do serviço de urgência depende da residência dos utentes (p=0,001), a população da Amadora recorre mais à urgência. Existe evidência de relação entre o dia da semana e o acesso injustificado (p <0,001), quinta-feira apresenta 17,3% dos episódios não justificados. A recorrência injustificada ao serviço de urgência não depende do género (p=0,137). Existe relação entre a idade e a recorrência justificada, sendo estatisticamente significativa (p=0,006). Conclusão: Pode concluir-se que a “sobre utilização” e “inadequação” da procura são fenómenos presentes no Serviço de Urgência Pediátrica. Assim urgem medidas de contenção da utilização indevida, passando estas provavelmente por uma consciencialização e educação da população. - ABSTRACT - Introduction: Currently the overuse of Pediatric Emergency hospital services is a major concern of managers and hospital administrators. This misure may contribute to increased costs because of the inordinate demand is not appropriate for this type of service. The demand for rapid response to health problems contributing to the influx exaggerated and sometimes unjustified by the population. Objective: The aim of this study was carried out to characterize the use of emergency pediatric hospital in the metropolitan area of Lisbon, in order to understand whether there is or not unjustified demand for health care. Methods: We used it as a methodological support a quantitative approach, a descriptive study - correlation. We analyzed 36,932 episodes of pediatric emergency occurring in a period of six months (July 2010 to January 2011). Results: The sample consists of 53.6% of male users and 46.4% female, where the most representative age range is between 1 and 5 years old. The Municipality of Sintra has 61% of the episodes, but the proportion of the county Amadora Pediatric Emergency appeals more to the 7.48% of the episodes. Monday 17% of the episodes is the busiest day, 75% of episodes occurs between 8 am - 20 h period of operation of the Health Centres were considered non-urgent, 54.9% of episodes, 88.8 % of these are referred to the Health Center They are not referenced 90% of episodes. There is evidence of unjustified use of the Pediatric ER for 49.5% of users. It appears that the use of emergency service depends on the residence of users (p = 0.001), the population of Amadora uses more urgency. There is evidence of a relationship between the day of the week and unjustified access (p <0.001), Thursday shows 17.3% of the episodes are not justified. Recurrence unjustified the emergency room does not depend on gender (p = 0.137). There is a relationship between age and recurrence justified statistically significant (p = 0.006). Conclusion: It can be concluded that "on use" and "inadequacy" of demand phenomena are present in the Pediatric ER. So urge measures to curb misuse, these probably passing an awareness and education of the population.

Utilização das urgências hospitalares e acesso aos cuidados de saúde primários : o impacto da implementação das USF na procura dos serviços de urgência : estudo preliminar

RESUMO - A sobrelotação das urgências resultante da utilização inadequada tem como consequências a diminuição na qualidade dos cuidados. As causas da utilização inadequada são várias. Entre elas, a utilização dos Cuidados de saúde Primários merece uma atenção particular. De facto, as barreiras no acesso aos cuidados de saúde primários estão associadas com uma maior inadequação. Assim, ter um prestador regular, acessível, que presta cuidados contínuos e regulares está associado com uma menor utilização inadequada dos csp. Contudo, é necessário ter em conta as características dos utilizadores de forma a desenvolver estratégias que permitam a prestação de cuidados acessíveis. Em Portugal, foi implementada em 2006 uma Reforma dos CSP cuja face mais visíveis são as USF, que deverão prestar cuidados personalizados, garantido a acessibilidade, globalidade e continuidade dos mesmos. Assim, da revisão da literatura e existindo uma associação entre a utilização inadequada das urgências observou-se a variação das urgências hospitalares entre 2005 (ano anterior à implementação das USF) e 2008 (últimos dados disponibilizados) e o nº de USF implementadas. Ao contrário do expectável, verificou-se haver uma associação positiva entre o nº de USF e o nº de urgências hospitalares. Os hospitais com maior nº de USF tiveram um aumento da utilização das urgências hospitalares, enquanto nos hospitais sem nenhuma USF associada, houve uma diminuição das urgências hospitalares. Contudo, existiram factores que não considerados, como criação da Linha Saúde 24, encerramento dos SAP, dimensão dos hospitais, etc., que poderão ter influenciado os resultados. Os resultados em saúde resultantes da implementação das USF não foram considerados. Assim sugere- se futura investigação. ------------------------------ABSTRACT - Crowded emergency department resulting from inappropriate use may compromise the quality of care . Several causes explain the inadequate use of emergency care. Among them, the association between primary care and inappropriate use of emergency departments is of particular interest. Indeed, studies show that fact, barriers in access to Primary Health Care ( PHC) are associated with more inappropriate use. Therefore having a regular, accessible, continuous, source of care is associated with a decrease in inappropriate use of Emergency department. Though, patient’s preferences have to be considered in order to develop strategies that allow accessible care. In Portugal, a reform of primary care has been launched in 2006, through the implementation of Family Health Units ( FHU) that are responsible for giving personalized, accessible, global and continuous care. A vast literature shows an association between inappropriate use of emergency departments and primary health care access. In the present work we observed the variation in emergency department use between 2005 (previous year to Family Health Units implementation) and 2008 (last available data) and the number of Family Health Units implemented. Contrary to our expectations, results showed a positive association between the number of Health Family Units and emergency department use. The Hospitals with more Health Family Units experienced an increase of emergency department use while hospitals with none Health Family units experienced a decrease of emergency department use. Although there were several factors that could have influenced the results (creation of Health 24 Line, SAP closure, Hospital Dimension, etc) .Health outcomes that result fr

No Fate But What We Make: a Case of Full Recovery After Out-of-Hospital Cardiac Arrest

An 80 years old man suffered a cardiac arrest shortly after arrival to his local health department. Basic Life Support was started promptly and nine minutes later, on evaluation by an Advanced Life Support team, the victim was defibrillated with a 200J shock. When orotracheal intubation was attempted, masseter muscle contraction was noticed: on reevaluation, the victim had pulse and spontaneous breathing.Thirty minutes later, the patient had been transferred to an emergency department. As he complained of chest pain, the ECG showed a ST segment depression in leads V4 to V6 and laboratory tests showed cardiac troponine I slightly elevated. A coronary angiography was performed urgently: significant left main plus three vessel coronary artery disease was disclosed.Eighteen hours after the cardiac arrest, a quadruple coronary artery bypass grafting operation was undertaken. During surgery, a fresh thrombus was removed from the middle left anterior descendent artery. Post-operative course was uneventful and the patient was discharged seven days after the procedure. Twenty four months later, he remains asymptomatic.In this case, the immediate call for the Advanced Life Support team, prompt basic life support and the successful defibrillation, altogether, contributed for the full recovery. Furthermore, the swiftness in the detection and treatment of the acute reversible cause (myocardial ischemia in this case) was crucial for long-term prognosis.