The mathematical relationship between COVID-19 cases and socio-economic indicators of OECD countries

Çatalbaş, Mehmet Cem; Bürken, Serkan

doi:10.1080/20477724.2022.2028376

Cited by 4 publications

(4 citation statements)

References 29 publications

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“…Creating a meaningful pattern among this large number of variables provides an efficient mathematical model for solving problems and understanding the main pattern of the dataset. Feature extraction, economics, medicine, and pharmacy sciences are a few application areas of multivariate analytic analysis techniques [ 25 , 26 ]. Because the dataset produced in this study contains numerous variables, an effective multivariate analysis method should be implemented.…”

Section: Methodsmentioning

confidence: 99%

“…According to related studies, there is a significant relationship between cognitive load and eye movements [ 36 ]. When creating the relevant dataset, parameters that model eye movement according to time were preferred as dependent variables [ 26 , 28 ]. The personal parameters of the computer programmers who created the EMIP dataset were used as the independent variables.…”

Section: Methodsmentioning

confidence: 99%

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Examining Factors Influencing Cognitive Load of Computer Programmers

Issever,

Catalbas,

Duran

2023

Brain Sciences

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In this study, the factors influencing the cognitive load of computer programmers during the perception of different code tasks were investigated. The eye movement features of computer programmers were used to provide a significant relationship between the perceptual processes of the sample codes and cognitive load. Thanks to the relationship, the influence of various personal characteristics of programmers on cognitive load was examined. Various personal parameters such as programming experience, age, native language, and programming frequency were used in the study. The study was performed on the Eye Movements in Programming (EMIP) dataset containing 216 programmers with different characteristics. Eye movement information recorded during two different code comprehension tasks was decomposed into sub-information, such as pupil movement speed and diameter change. Rapid changes in eye movement signals were adaptively detected using the z-score peak detection algorithm. Regarding the cognitive load calculations, canonical correlation analysis was used to build a statistically significant and efficient mathematical model connecting the extracted eye movement features and the different parameters of the programmers, and the results were statistically significant. As a result of the analysis, the factors affecting the cognitive load of computer programmers for the related database were converted into percentages, and it was seen that linguistic distance is an essential factor in the cognitive load of programmers and the effect of gender on cognitive load is quite limited.

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Section: Methodsmentioning

confidence: 99%

Section: Methodsmentioning

confidence: 99%

Examining Factors Influencing Cognitive Load of Computer Programmers

Issever,

Catalbas,

Duran

2023

Brain Sciences

Self Cite

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“…It should also contribute to the continuity of operators of vital importance, hospital and the entire care system, but also energy, security, transport, cleanliness, food distribution…, which also benefit the health and safety of the entire population. Finally, by reducing the indications and duration of isolation (for people infected with the SARS‐CoV‐2 virus) and quarantine for contact persons where possible, it also aims to alleviate the psychological burden of the epidemic wave, particularly the expected impact on mental health, and the health and socioeconomic consequences that may be associated with it 12,13 …”

Section: Introductionmentioning

confidence: 99%

“…Finally, by reducing the indications and duration of isolation (for people infected with the SARS-CoV-2 virus) and quarantine for contact persons where possible, it also aims to alleviate the psychological burden of the epidemic wave, particularly the expected impact on mental health, and the health and socioeconomic consequences that may be associated with it. 12,13 These guidelines apply to citizens on the one hand and to professionals working in essential jobs, including health professionals working in healthcare settings, nursing homes and ambulatory cares.…”

Section: Introductionmentioning

confidence: 99%

New French guidelines to adapt the “Isolate/Detect/Trace” strategy for COVID‐19 adult peoples or contacts considering the exponential spread of Omicron variant

Lepelletier

Chidiac

Mansour

et al. 2022

Health Science Reports

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Introduction The objectives were to elaborate new recommendations for the French Government taking into account the new epidemiological situation due to Omicron variant of SARS‐CoV‐2 virus and to maintain essential functions of the State through socioeconomic and health life. Method Two self‐decision matrix were built for isolation (cases) and quarantine (contacts) and for citizen testing, respectively. The recommendations included in the two matrix were validated internally by experts and scientists from the scientist literature. Results A strategic breakdown into five phases corresponding to the possible phases of Omicron variants spread was built. Exceptional and transitory derogation for essential activities was proposed in fully vaccinated professionals. Suspension of quarantine period for fully vaccinated contacts and professionals was proposed with routine self‐testing program. Conclusion These new HCSP guidelines aims to preserve public health as a whole and to minimize the socioeconomic and health consequences linked to the emergence of the Omicron variant by making trade‐offs/adaptations in dependent scientist contexts. Patient or Public Contribution HCSP scientists and experts were in charge of drafting the recommendations and promoting them to the Government for their application by regulatory decree voted by law.

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Impact of policy response on health protection and economic recovery in OECD and BRIICS countries during the early stages of the COVID-19 pandemic

Wang

Zhang

2023

Public Health

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The mathematical relationship between COVID-19 cases and socio-economic indicators of OECD countries

Cited by 4 publications

References 29 publications

Examining Factors Influencing Cognitive Load of Computer Programmers

Examining Factors Influencing Cognitive Load of Computer Programmers

New French guidelines to adapt the “Isolate/Detect/Trace” strategy for COVID‐19 adult peoples or contacts considering the exponential spread of Omicron variant

Impact of policy response on health protection and economic recovery in OECD and BRIICS countries during the early stages of the COVID-19 pandemic

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