This paper examines the main issues regarding higher education in Korea—where college education experienced minimal interruptions—during the COVID-19 pandemic through a big data analysis of news articles. By analyzing policy responses from the government and colleges and examining prominent discourses on higher education, it provides a context for discussing the implications of COVID-19 on education policy and what the post-pandemic era would bring. To this end, we utilized BIgKinds, a big data research solution for news articles offered by the Korea Press Foundation, to select a total of 2636 media reports and conducted Topic Modelling based on LDA algorithms using NetMiner. The analyses are split into three distinct periods of COVID-19 spread in the country. Some notable topics from the first phase are remote class, tuition refund, returning Chinese international students, and normalization of college education. Preparations for the College Scholastic Ability Test (CSAT), contact and contactless classes, preparations for early admissions, and supporting job market candidates are extracted for the second phase. For the third phase, the extracted topics include CSAT and college-specific exams, quarantine on campus, social relations on campus, and support for job market candidates. The results confirmed widespread public attention to the relevant issues but also showed empirically that the measures taken by the government and college administrations to combat COVID-19 had limited visibility among media reports. It is important to note that timely and appropriate responses from the government and colleges have enabled continuation of higher education in some capacity during the pandemic. In addition to the media’s role in reporting issues of public interest, there is also a need for continued research and discussion on higher education amid COVID-19 to help effect actual results from various policy efforts.
Background-Pediatric obesity and eating disorders have adverse consequences on children's health and psychosocial functioning. Parents are involved in children's daily lives and their health, but the extent to which children's eating behaviors or weight impact parents' daily functioning is unknown.Methods-The current study examined parent and child impairment due to child eating problems and weight in key life domains including work/school, social life, and family life. Participants were parents (N=861; 35.5% fathers) who completed an online cross-sectional survey, including perceived impairment due to their child's weight and eating behaviors.Results-Overall, 7.0% of parents reported clinically-significant impairment due to child weight, and 6.9% reported clinically-significant impairment due to child eating behaviors. Significantly more parents of children categorized as having obesity reported clinically-significant parent and child impairment than other weight categories. Parents of children who regularly engaged in secretive eating reported greater child impairment than those without problematic eating. When child weight and problematic eating behaviors were analyzed jointly with parent sex, child sex, and parents' overinvestment in their child's weight, parents' overinvestment in child weight was associated significantly with parent and child impairment and secretive eating maintained a significant association, but weight status was no longer associated significantly with impairment.Conclusions-Understanding and considering individual and family impairment associated with obesity and problematic eating behaviors is critical for family-based prevention and treatment programs.
Background: Challenges remain in determining which displaced supracondylar humerus fractures are safe to postpone surgical treatment until daylight hours. The purpose of this study is to determine which characteristics can be identified to guide the timing of treatment of supracondylar humerus fractures. Methods: 225 completely displaced Gartland extension type 3/4 supracondylar humerus fractures in healthy patients that presented between 6 am and 7 am were identified. Data were collected retrospectively. Data analysis included univariate, multivariable logistic regression and classification and regression tree analysis. Results: 5% (78/225) underwent surgical treatment the night they presented, while 65% (147/225) were treated the next day. Overall complication rate was 6%, with no difference based on timing of surgery. 12% (28/225) presented with a motor nerve injury, while 6% (14/225) a “pink pulseless” extremity. Statistical analysis found the most reliable radiographic predictor to be the maximum displacement on the anterior–posterior or lateral view. Classification and regression tree analysis developed a clinical algorithm; patients with a “pink pulseless” extremity or motor nerve injury were recommended for surgery overnight, while those with an anterior–posterior or lateral view < 25 mm were recommended for surgery the next day. Conclusion: This study provides guidance on the timing of treatment for displaced supracondylar humerus fractures that present overnight. We provide a simple algorithm with three key clinical predictors for timing of treatment: presence of a “pink pulseless” arm, presence of a motor nerve injury, and displacement of any cortex by at least 25 mm (anterior–posterior or lateral view). This provides a step forward to help practitioners make safer evidenced-based timing decisions for their patients. Level of evidence: Prognostic Study, Level II.
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