Selected article for: "logistic linear regression and low number"
Author: Rahman, F. N.; Rahman, A. F.; Hossain, S. M.; Faiz, M. A.; Faisel, A. J.; Anwar, A. I.; Hossain, M.; Hussain, T. M.; Mahbub, T.; Ali, L.
Title: Did Low Risk Perception Mediate the COVID-19 Second Wave in Bangladesh? A Cross-sectional Study on Risk Perception and Preventive Practice
  • Cord-id: y944vfwh
  • Document date: 2021_8_9
    • ID: y944vfwh
    Snippet: Objective This study assessed the risk perception and preventive behavioral practice towards COVID-19 just prior to the second wave of corona, as well as the impact of perceived risk on preventive practices. Design, setting, participants, and outcome measures A cross-sectional study was conducted between December 2020 and January 2021, involving 1382 respondents aged 18 years and above from all eight divisions in Bangladesh. We used multiple linear regression to identify sociodemographic predict
    Document: Objective This study assessed the risk perception and preventive behavioral practice towards COVID-19 just prior to the second wave of corona, as well as the impact of perceived risk on preventive practices. Design, setting, participants, and outcome measures A cross-sectional study was conducted between December 2020 and January 2021, involving 1382 respondents aged 18 years and above from all eight divisions in Bangladesh. We used multiple linear regression to identify sociodemographic predictors of risk perception and multiple logistic regression to determine the relationship between risk perception and preventive practice. Results Low risk perception regarding COVID-19 was present among one-fifth of the respondents (19.8%). Younger age, being male, low education, single marital status, and rural residence were significantly associated with a low perceived risk of COVID-19. Hand washing and wearing mask were practiced by 80% and 67% of respondents, respectively. A low prevalence was noticed for social distancing (31%), avoiding social gathering (31%), and covering face while coughing/sneezing (18%). Furthermore, respondents with a high risk perception were found to be more likely than those with a low risk perception to practice all recommended COVID-19 preventive behaviors- hand washing (OR=2.4, 95% CI=1.5, 3.7), mask use (OR=3.4, 95% CI=2.3, 5), social distancing (OR=3.7, 95% CI=2.4, 5.6), sanitizer use (OR=2.7, 95% CI=1.8, 4.1), avoiding gathering (OR=2.3, 95% CI=1.6, 3.5), avoid touching face and mouth (OR=2.8, 95% CI=1.5, 5.3), and covering mouth while coughing/sneezing (OR=7, 95% CI=3.6, 13.4). Conclusion Considerable number of Bangladeshi adults had low risk perception and low practice of some vital COVID-19 preventive behaviors before the onset of second wave of corona. All preventive practices were also influenced by risk perception. This highlights the importance of strengthening and optimizing risk communication strategy even when the number of corona cases are low.

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