dc.description.abstract |
The COVID-19 virus is now considered a hot topic among researchers around the world. Globally,
the COVID-19 pandemic has had a serious impact on human life since it began. As a result of this
virus, sleeping patterns have changed dramatically and the prevalence of insomnia has increased.
Both mental and physical health have been negatively affected.
In this thesis study, it discusses the effect of COVID-19 that influences people highly and the
factors which are mostly responsible for these problems. The sample is recruited from the
Bangladesh using online self-report measures where (n = 945, 59.2% Male, 40.8% female). Here
the ANN (MLP) & LR has been used for analysis of the research and different types of difference
has been showed between this two Algorithms with their statistical analysis. Statistical analysis
was done in Microsoft excel office and SPSS. But ANN (MLP) which provides best optimal result
for the dataset.
This study will help the medical professionalisms & clinicians to get an overview about the Covid19 factors impact during this long period and the statistical amount of the effect. |
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