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August 13, 2026
‘Working with AI Solves a Wide Range of Engineering Problems
Artificial intelligence is a working tool based on a balanced combination of algorithms and engineering. Experts and doctoral students from the HSE Moscow Institute of Electronics and Mathematics explain how AI technologies can improve an application, device, or system, and what engineering tasks are solved in the process.
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Whatever task Saraa Ali, Junior Research Fellow at the Laboratory of Methods for Big Data Analysis (LAMBDA) of the AI and Digital Science Institute (HSE Faculty of Computer Science), is working on, she thinks about how it can benefit people. She told the Young Scientists of HSE University project about her large family, diagnosing three-phase motors, and her dream of building a children’s home in her native country.
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The use of medical care and out-of-pocket payments in Russia

Scandinavian Journal of Public Health. 2016. Vol. 44. No. 5. P. 440–445.
Liudmila Zasimova

Background: Despite the constitutional right of all Russian citizens to free medical care, out-of-pocket payment is a widespread phenomenon for all types of medical treatment. The aims of this paper are twofold: To present new evidence on the use of, and payment for, outpatient and inpatient treatment in Russia; and to compare the motivations behind both official and informal payments for outpatient services provided in public medical institutions. Methods: This study uses data from a quantitative household survey conducted in April 2014. The sample comprised 1602 individuals aged ⩾ 18 years, representing the entire adult population of the Russian Federation. We studied three types of medical care: inpatient treatment, outpatient treatment and medicines. Results: Our study found that 22.2% of patients pay for outpatient services, 37.5% pay for inpatient services and 91.5% pay for outpatient medicinal treatment. The informal payments are almost equally met in both outpatient (13.4%) and inpatient (12.2%) care; while the official payments are more common in inpatient care (25.2%), compared to outpatient care (8.8%). The main reasons for informal payment include: improvements in the quality of care and gratitude for medical staff. The official payments are more frequently motivated by an inability to receive a certain treatment free of charge. Conclusions: This study demonstrates that both official and informal payments for medical treatment are widespread in Russia: Informal payments are strongly preferred over official payments for outpatient care, while official payments dominate in inpatient care.

Research target: Basic Medicine Health Studies
Priority areas: economics
Language: English
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Keywords: РоссияRussiaлекарстванеформальные платежимедицинские услугиmedical servicesсистема здравоохранениямедицинские расходыpharmaceuticalshealthcare systemdrug paymentbribeshealthcare paymentinformal paymentmedical paymentsout-of-pocket paymentsрасходы на лекарстварасходы на здравоохранениеличные расходы населения
Publication based on the results of:
Older people opportunities, socio-economic determinants of active ageing, and public policies (2015)
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