Paraphrase Retrospectively Collected Question & Answer Guide (With Explanation)
This type of question evaluates analytical and critical thinking skills.
What This Question Is About
This question relates to paraphrase retrospectively collected and requires a structured academic response.
How to Approach This Question
Use appropriate theories and support your answer with clear reasoning.
Key Explanation
This topic involves paraphrase retrospectively collected. A strong answer should include explanation, application, and examples.
Original Question
paraphrase: We retrospectively collected monthly information of number and incidence of nosocomial infection from Hospital 1 (January 2014 to April 2020) and Hospital 2 (January 2015 to April 2021), as well as related data with the nosocomial infection surveillance report during the same period, respectively; Specifically including 39 factors (refer Appendices Table S1 for details in Chen et al. BMC Public Health (2024) 24:1780 Page 3 of 9 the supplemental material), namely hospital operation volume (15 variables, x1-x15), nosocomial infection (8 variables, g1-g8), antibacterial drug use (10 variables, y1-y10) and the number of patients with multidrug-resistant bacteria (c4). Considering the influence of climate, we also collected the outdoor temperature data, including average daily temperature (TAVE), daily maximum temperature (TMAX), and daily minimum temperature (TMIN). These five groups of factors were determined as continuous predictors (independent variables), and the number of patients with nosocomial infection (NNI) and the incidence of nosocomial infections (INI) was set as the prediction target (dependent variable, c1-c3). All variables were organized into a monthly database. We performed the logarithmic transformation using the natural logarithm (base e) due to the large differences in the order of magnitude among the factors.
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