Izloženost ambijentalnomu duhanskomu dimu na radnome mjestu u Makedoniji: kako sada stojimo?

To assess the prevalence and the level of exposure to environmental tobacco smoke (ETS) in the workplace after the enactment of the law restricting indoor smoking in Macedonia, we performed a cross-sectional, self-administered questionnaire study including 372 never-smoking workers recruited from six workplaces. We found a high prevalence of workers exposed to ETS in the workplace (27.4 %) with no significant difference between particular occupation groups. We found no significant difference in the prevalence of passive smokers in the workplace between this study and our study conducted before the law was enacted (31.5 % vs. 27.4 %, P=0.324). The prevalence of workers exposed to ETS for less than three hours a day was significantly lower than of passive smokers with longer exposure (28.4 % vs. 71.6 %, P=0.038). The prevalence of workers exposed to ETS from less than 10 cigarettes smoked by coworkers per day was lower than the prevalence of workers with higher exposure, but statistical significance was not reached (37.9 % vs. 62.1 %, P=0.087). Our findings indicate a high prevalence and a high level of exposure to ETS in the workplace, which calls for stricter adherence to smoking-free legislation or even the total ban of smoking in the workplace.Ovo je ispitivanje obuhvatilo 372 radnika na šest različitih radnih mjesta koji nikad nisu pušili kako bi se procijenila zastupljenost osoba izloženih duhanskomu dimu na radnome mjestu i razina njihove izloženosti nakon zakonskih ograničenja pušenja u zatvorenim prostorijama u Makedoniji. Ispitivanje je provedeno s pomoću upitnika koji su radnici ispunjavali sami. Utvrdili smo visoku zastupljenost radnika izloženih ambijentalnomu duhanskomu dimu na radnome mjestu (27,4 %) te nisu zamijećene statistički značajne razlike među zanimanjima. Nisu uočene značajne razlike između zastupljenosti pasivnih pušača na radnome mjestu u ovome ispitivanju i u našem ranijem ispitivanju, kada još nije na snagu stupio zakon o ograničenju pušenja (31,5 % naprema 27,4 %, P=0,324). Zastupljenost radnika izloženih ambijentalnomu duhanskomu dimu ne dulje od tri sata na dan bila je statistički značajno niža negoli onih čija je izloženost trajala duže (28,4 % naprema 71,6 %, P=0,038). Zastupljenost radnika koji su bili izloženi dimu kolega koji su pušili manje od 10 cigareta na dan bila je niža negoli onih s većom izloženosti, ali razlika nije bila statistički značajna (37,9 % naprema 62,1 %, P=0,087). Naši rezultati potvrđuju da i dalje postoje visoka zastupljenost izloženih radnika i visoke razine izloženosti ambijentalnomu duhanskomu dimu na radnome mjestu, što upućuje na potrebu uvođenja strožih zakona o zabrani pušenja

Essential Medicines at the National Level : The Global Asthma Network's Essential Asthma Medicines Survey 2014

Patients with asthma need uninterrupted supplies of affordable, quality-assured essential medicines. However, access in many low- and middle-income countries (LMICs) is limited. The World Health Organization (WHO) Non-Communicable Disease (NCD) Global Action Plan 2013-2020 sets an 80% target for essential NCD medicines' availability. Poor access is partly due to medicines not being included on the national Essential Medicines Lists (EML) and/or National Reimbursement Lists (NRL) which guide the provision of free/subsidised medicines. We aimed to determine how many countries have essential asthma medicines on their EML and NRL, which essential asthma medicines, and whether surveys might monitor progress. A cross-sectional survey in 2013-2015 of Global Asthma Network principal investigators generated 111/120 (93%) responses41 high-income countries and territories (HICs); 70 LMICs. Patients in HICs with NRL are best served (91% HICs included ICS (inhaled corticosteroids) and salbutamol). Patients in the 24 (34%) LMICs with no NRL and the 14 (30%) LMICs with an NRL, however no ICS are likely to have very poor access to affordable, quality-assured ICS. Many LMICs do not have essential asthma medicines on their EML or NRL. Technical guidance and advocacy for policy change is required. Improving access to these medicines will improve the health system's capacity to address NCDs.Peer reviewe

Optimal importance sampling for federated learning

Federated learning involves a mixture of centralized and decentralized processing tasks, where a server regularly selects a sample of the agents and these in turn sample their local data to compute stochastic gradients for their learning updates. The sampling of both agents and data is generally uniform; however, in this work we consider non-uniform sampling. We derive optimal importance sampling strategies for both agent and data selection and show that under convexity and Lipschitz assumptions, non-uniform sampling without replacement improves the performance of the original FedAvg algorithm. We run experiments on a regression and classification problem to illustrate the theoretical results