Does COVID-19 persistently affect educational inequality after school reopening? evidence from Internet search data in China.

The literature has extensively documented how Covid-19 affects educational inequality, but it remains unclear whether such an effect persists after school reopening. This paper attempts to explore this issue by investigating the search gap for learning resources in China. I categorized learning resources into four types: "school-centered resources", "parent-centered resources", "online tutoring agencies resources" and "in-person tutoring agencies resources". Using Internet search data, I found that nationwide search intensity for learning resources surged when schools were closed, and such search behaviors remained after schools reopened. I also found that high socioeconomic status households had better access to school- and parent-centered resources, and online tutoring resources, even after schools reopened. Given its persistent impact on learning, the pandemic will likely widen educational inequality over extended periods.

Development and Validation of a Nomogram to Predict the Risk of Tinnitus Severity in Patients With Unilateral Subjective Tinnitus.

Purpose: To develop and validate a nomogram for predicting the risk of tinnitus severity in patients with unilateral subjective tinnitus. Methods: The objective of this study was to establish and validate a nomogram specifically designed for patients with unilateral subjective tinnitus. We collected data on unilateral subjective tinnitus from the Air Force Medical Center, including 146 participants between January 2021 and June 2022. Risk factors for unilateral subjective tinnitus severity were evaluated by least absolute shrinkage and selection operator (LASSO) and binary logistic regression analysis. Internal verification was used to evaluate the performance of the nomogram. The discriminative ability was measured by the consistency index (C-indices) and the area under the curve (AUC) of the receiver operating characteristic (ROC) curves. Results: All included patients were randomized according to a 7:3 ratio into the training cohort (104 patients) and the validation cohort (42 patients). The LASSO regression model identified sex, tinnitus loudness, and hearing loss as candidate variables. Binary logistic regression analysis showed that gender (OR: 0.76; 95% CI: 0.6-0.95; P = 0.021) and tinnitus loudness (OR: 1.37; 95% CI: 1.09-1.72; P = 0.009) were significant predictors of unilateral subjective tinnitus severity, while age, tinnitus matching frequency, and tinnitus duration were not. The significant predictors were included in the nomogram. Hearing loss was included in the nomogram based on prior clinical experience and previous studies. The training and validation cohorts C-indexes were 0.707 (95% CI: 0.607-0.806) and 0.706 (95% CI: 0.548-0.863), respectively. The training and validation cohort's AUC of the ROC curves were 0.692 and 0.705, respectively. Conclusion: We have developed and validated a nomogram based on gender, hearing loss, and tinnitus loudness, which can effectively predict the risk of tinnitus severity in patients with unilateral subjective tinnitus. The nomogram provides personalized prediction results for patients with unilateral subjective tinnitus, which is beneficial for clinical decision-making and treatment plan development.

[The effects of early goal-directed therapy on mortality rate in patients with severe sepsis and septic shock: a systematic literature review and Meta-analysis].

OBJECTIVE: To investigate whether early goal-directed therapy (EGDT) could lower the mortality rate in patients with severe sepsis and septic shock. METHODS: Articles with items sepsis, severe sepsis, septic shock, EGDT were retrieved from MEDLINE, EMBASE, Cochrane, Wanfang Data and CNKI. Inclusion criteria included randomized controlled trial, subjects concerning patients with severe sepsis or septic shock, endpoints with short-term mortality [ in-hospital, intensive care unit (ICU) or 28-day] and long-term mortality (60-day or 90-day). Related risk (RR) and 95% confidence interval (95%CI) were used as indices to judge the difference in mortality rate between EGDT group and standard treatment group. RevMan 5.2 software was used for Meta analysis. RESULTS: There were 8 studies meeting inclusive criteria with a total of 4,853 patients. For patients with severe sepsis and septic shock, compared with the group with routine treatment, EGDT showed a decrease in the short-term mortality (RR=0.74, 95%CI=0.66-0.82, P<0.00001), but did not decrease the long-term mortality (RR=0.99, 95%CI=0.92-1.06, P=0.81). CONCLUSIONS: EGDT strategy may decrease the short-term mortality in patients with severe sepsis and septic shock, but it showed no influence on the long-term mortality.

[The prediction value of noninvasive bioreactance-based passive leg raising test in assessing fluid responsiveness in elderly patients with sepsis].

OBJECTIVE: To investigate the value of bioreactance-based passive leg raising (PLR) test predicting fluid responsiveness of elderly patients with sepsis. METHODS: This prospective and self-controlled clinical study included 31 elderly patients with sepsis in the Department of Intensive Care Medicine of Zhejiang Hospital. Hemodynamic parameters including cardiac output (CO), stroke volume variation (SVV) were continuously recorded by bioreactance-based device (noninvasive cardiac output monitoring, NICOM) before and after PLR and volume expansion (VE) test. Patients were defined as responders if CO increased ≥ 10% after VE. RESULTS: A total of 100 PLR and VE tests in these 31 patients were evaluated.In 28 responders, CO[(5.11 ± 2.10) L/min vs (5.91 ± 2.45) L/min, P < 0.05; (5.06 ± 2.06) L/min vs (5.77 ± 2.47) L/min, P < 0.05] and SV [(59.61 ± 18.22) ml vs (69.29 ± 21.32) ml, P < 0.05; (60.10 ± 15.95) ml vs (70.06 ± 17.96) ml, P < 0.05] were obviously increased both after PLR and VE. The ΔCO after PLR (ΔCOPLR) and ΔCOVE was highly correlated (r = 0.819, P = 0.001) while the SVV before VE and Δ COVE was uncorrelated (r = -0.218, P = 0.059). The areas under the ROC curve of ΔCOPLR, SVV predicting fluid responsiveness were 0.859 and 0.459 respectively. The ΔCOPLR ≥ 10% was found to predict fluid responsiveness with a sensitivity and specificity of 85% and 83% respectively. CONCLUSION: Compared with SVV, PLR test is a simple, effective method for accurately predicting fluid responsiveness of elderly patients with sepsis.