21 research outputs found

    Individual and contextual determinants of inter-regional mobility in cancer patients

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    This paper will present an investigation of inter-regional mobility in patients with a diagnosis of cancer. By virtue of the availability of geocoded information relating to a patient's place of residence, the effect of socio-economic status and other individual characteristics regarding inter-regional mobility will be analysed by means of multilevel logit models. The results demonstrate the influence of age and comorbidity on mobility propensity, in addition to the treatment type, which plays a role in patient mobility. As contextual determinants, patients residing in less deprived areas show greater mobility than those who reside in materially deprived areas. The extent of patient mobility, and its dependence on their socio-economic status raises issues of equity, as well as regional policy considerations

    Individual and contextual determinants of inter-regional mobility in cancer patients

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    This paper will present an investigation of inter-regional mobility in patients with a diagnosis of cancer. By virtue of the availability of geocoded information relating to a patient's place of residence, the effect of socio-economic status and other individual characteristics regarding inter-regional mobility will be analysed by means of multilevel logit models. The results demonstrate the influence of age and comorbidity on mobility propensity, in addition to the treatment type, which plays a role in patient mobility. As contextual determinants, patients  residing in less deprived areas show greater mobility than those who reside in materially deprived areas. The extent of patient mobility, and its dependence on their socio-economic status raises issues of equity, as well as regional policy considerations

    Socio-economic determinants of inter-regional mobility in patients with cancer

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    This paper presents an investigation of inter-regional mobility in patients with cancer. Thanks to the availability of geocoded information on patients’ place of residence, the effect of socio-economic status and of other individual characteristics on inter-regional mobility is analysed through multi-level logit models. The extent of patient’s mobility, and its dependence on socio-economic status raises equity issues, as well as regional policy considerations

    Developing and validating a novel multisource comorbidity score from administrative data: a large population-based cohort study from Italy

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    To develop and validate a novel comorbidity score (multisource comorbidity score (MCS)) predictive of mortality, hospital admissions and healthcare costs using multiple source information from the administrative Italian National Health System (NHS) databases

    Development and Validation of a Novel Pre-Pregnancy Score Predictive of Preterm Birth in Nulliparous Women Using Data from Italian Healthcare Utilization Databases

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    Background: Preterm birth is a major worldwide public health concern, being the leading cause of infant mortality. Understanding of risk factors remains limited, and early identification of women at high risk of preterm birth is an open challenge. Objective: The aim of the study was to develop and validate a novel pre-pregnancy score for preterm delivery in nulliparous women using information from Italian healthcare utilization databases. Study Design: Twenty-six variables independently able to predict preterm delivery were selected, using a LASSO logistic regression, from a large number of features collected in the 4 years prior to conception, related to clinical history and socio-demographic characteristics of 126,839 nulliparous women from Lombardy region who gave birth between 2012 and 2017. A weight proportional to the coefficient estimated by the model was assigned to each of the selected variables, which contributed to the Preterm Birth Score. Discrimination and calibration of the Preterm Birth Score were assessed using an internal validation set (i.e., other 54,359 deliveries from Lombardy) and two external validation sets (i.e., 14,703 and 62,131 deliveries from Marche and Sicily, respectively). Results: The occurrence of preterm delivery increased with increasing the Preterm Birth Score value in all regions in the study. Almost ideal calibration plots were obtained for the internal validation set and Marche, while expected and observed probabilities differed slightly in Sicily for high Preterm Birth Score values. The area under the receiver operating characteristic curve was 60%, 61% and 56% for the internal validation set, Marche and Sicily, respectively. Conclusions: Despite the limited discriminatory power, the Preterm Birth Score is able to stratify women according to their risk of preterm birth, allowing the early identification of mothers who are more likely to have a preterm delivery

    Association Between Intravitreal Aflibercept and Serious Non-ocular Haemorrhage Compared with Intravitreal Ranibizumab: A Multicentre Observational Cohort Study

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    Introduction Intravitreal anti-vascular endothelial growth factor (VEGF) drugs aflibercept and ranibizumab are used in neovascular retinal diseases but may be associated with non-ocular haemorrhage. Aims Our objective was to compare the risk of non-ocular haemorrhage with intravitreal aflibercept versus intravitreal ranibizumab and with individual intravitreal anti-VEGFs versus intravitreal dexamethasone. Methods A retrospective cohort study was conducted using four Italian claims databases, covering 18 million inhabitants from 2011 to 2016. Incident aflibercept users were matched 1:4 to incident ranibizumab users. The outcome was incident non-ocular haemorrhage requiring hospitalisation. Incidence per 1000 person-years (PYs) was estimated. Patients were followed for 180 days using an intention-to-treat (ITT) approach. An as-treated (AT) approach was also employed, using grace periods of 60 or 90 days. Analyses were repeated for aflibercept versus dexamethasone and ranibizumab versus dexamethasone. Hazard ratios (HRs) with 95% confidence intervals (CIs) were estimated using Cox proportional hazards models. Results We identified incident users of intravitreal ranibizumab (n = 21,766), aflibercept (n = 3150) and dexamethasone (n = 3900). The incidence of haemorrhage was four events per 1000 PYs for each drug. Aflibercept was not associated with increased risk versus ranibizumab at 180 days (HR 0.97 [95% CI 0.37-2.56]). Results were consistent in the AT analysis (HR 1.19 [95% CI 0.52-2.75]). No increased risk was found for aflibercept and ranibizumab at 180 days versus dexamethasone (HR 0.70 [95% CI 0.30-2.60] and HR 0.67 [95% CI 0.33-1.38], respectively). Conclusion No association was identified between intravitreal aflibercept and non-ocular haemorrhage versus ranibizumab. A comparable risk for these intravitreal anti-VEGFs and intravitreal dexamethasone was observed

    β-Thalassemia heterozygote state detrimentally affects health expectation

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    Background: Thalassemia minor (Tm) individuals, are generally considered healthy. However, the prognosis of Tm individuals has not been extensively studied. The aim of this study was to evaluate the prognosis of Tm versus controls without β-thalassemia carrier state. Methods: A total of 26,006 individuals seeking thalassemia screening at the AOOR Villa Sofia-V. Cervello, Palermo (Italy) were retrospectively studied. Logistic penalised regression model was used to estimate risk of potential complications and survival techniques were used to study mortality. Results: We identified a total of 4943 Tm and 21,063 controls. Tm was associated with significantly higher risks of hospitalisation for cirrhosis (OR 1·94, 95% CI 1·30 to 2·90, p = 0·001), kidney disorders (OR 2·11, 95% CI 1·27 to 3·51, p = 0·004), cholelithiatis (OR 1·39, 95% CI 1·08 to 1·79, p = 0·010), and mood disorders (OR 2·08, 95% CI 1·15 to 3·75, p = 0·015). No statistically difference in life expectancy between thalassemia minor and control group was found (HR 1·090, 95% CI 0·777 to 1·555, p < 0·590; log-rank test p =.426). Conclusion: This study shows that Tm affects the prognosis of Tm carriers regarding health expectation. Probably, iron overload and anaemia for several years may be at the basis of these effects
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