1.Topic and Trends of Public Perception and Sentiments of COVID-19Pandemic in South Korea: A Text Mining Approach
Nahyun KWON ; Jongmin OH ; Eunhee HA
The Ewha Medical Journal 2022;45(2):46-54
Objectives:
Public health risks and anxiety have been increasing since the outbreak of Coronavirus disease 19 (COVID-19). The public expresses questions related to the COVID-19 issue through the web base. The aim of this study was to analyze public perception and sentiments of COVID-19 Pandemic in South Korea.
Methods:
We collected the text data (questions: 252,181) related to COVID-19 from Naver Knowledge-iN during January 1, 2020 to December 31, 2020. The search keywords included related to COVID-19 using Korean words for “SARS-Cov-2”, “COVID19”, “COVID-19”, “Wuhan pneumonia”, “Coronavirus”, “Corona”. A topic modeling analysis was used to investigate and search trends of public perception.The sentiment analysis was conducted to analyze of public emotions in the questions related to COVID-19. We performed the Pearson’s correlation analysis between daily number of COVID-19 cases and daily proportion of negative sentiment in documents related to COVID-19 by COVID-19 outbreak period.
Results:
A total of 241,776 documents used in this study. The most frequent words in the documents to appear cough, symptoms, tests, confirmed patients, mask and etc.Twenty topics (COVID-test, Economy, School, Hospital/Diagnose, Travel/Overseas, Health, Social issue, Symptom 1 (respiratory), Relationships, Symptom 2 (e.g., fever), Workplace, Mask/Social distancing, infection/Vaccine, Stimulus Package, Family, Delivery Service, Unclassified, Region, Study/Exam, Worry, Anxiety) were extracted using the topic modeling. There was a positive association between the daily counts of COVID-19 patients and proportion of negative sentiment. By COVID-19 period, Stage 4 had the highest correlation.
Conclusion
This study identified the South Korean public’s interest and emotions about COVID-19 during the prolonged pandemic crisis.
2.Association between Temperature and Diabetes Mellitus in Pregnancy
Hae Ji HAN ; Youngrin KWAG ; Jongmin OH ; Eunhee HA
Journal of the Korean Society of Maternal and Child Health 2023;27(4):231-237
Purpose:
Exposure to heat and cold stress can negatively affect pregnant women. However, studies on the association between ambient temperature exposure and pregnant women, especially those with diabetes mellitus, are limited. The presence of this disease is likely to affect the woman’s capacity to adapt to the demands of pregnancy, consequently affecting fetal development. We examined the association between exposure to the mean temperature and diabetes mellitus during pregnancy.
Methods:
Health Insurance Reviews and Assessment Service was used to obtain data on patients hospitalized between January 2015 and August 2022. The association between the number of pregnant patients with diabetes mellitus according to monthly mean temperature and seasonal differences was analyzed using a generalized additive model. The model was adjusted for the treatment date, mean humidity, and mean age of the women.
Results:
The total number of patients with diabetes mellitus in pregnancy was 651,655 and the mean temperature was 12.87℃±9.89℃. The association between the mean temperature and diabetes mellitus during pregnancy showed a U-shaped nonlinear association. During the entire period, the number of patients with diabetes mellitus in pregnancy significantly increased by 2.82 per 1℃ increase in mean temperature (estimate, 2.82; 95% confidence interval [CI], -2.06 to 7.71). The number of patients significantly increased by 72.12 per 1℃ increase in mean temperature in the summer (estimate, 72.12; 95% CI, 50.36–93.89), but the increase was not statistically significant in the winter.
Conclusion
Our findings suggest that maternal exposure to mean temperature during pregnancy is associated with diabetes mellitus.
3.Internal Fixation of Pauwels Type-3 Undisplacedincomplete Insufficiency Femoral Neck Fractures with Cephalomedullary Nails
Joo-Hyoun SONG ; Jongmin KIM ; Seungbae OH
Hip & Pelvis 2020;32(2):105-111
Femoral neck stress fractures are rare and when treating are difficult to achieve favorable outcomes. This study characterizes outcomes associated with the use of cephalomedullary nails for fixation of Pauwels type-3 vertical femoral neck undisplaced-incomplete insufficiency fractures. Four consecutive patients with a Pauwels type-3 vertical femoral neck tensile insufficiency fracture from 2016 to 2018 were reviewed. Magnetic resonance imaging data revealed tensile visible fracture lines and hip-joint effusions with a high shear angle. For all patients, bone mineral density and vitamin D levels were low; vitamin D therapy was initiated immediately. Surgical procedures were conducted with cephalomedullary nails (Gamma 3 locking nail system; Stryker) under general anesthesia. A cephalomedullary nail appears to be a safe and effective alternative to the use of multiple parallel screws or a sliding hip screw for fixation of vertical femoral neck stress fractures (level of evidence: Level V).
4.Paper-Based Analytical Device for Quantitative Urinalysis.
Seong Geun JEONG ; Jongmin KIM ; Jin Oh NAM ; Young Shin SONG ; Chang Soo LEE
International Neurourology Journal 2013;17(4):155-161
Paper-based analytical devices are fluidic chips fabricated with extremely inexpensive materials, namely paper, thereby allowing their use as a zero-cost analytical device in third-world countries that lack access to expensive diagnostic infrastructures. The aim of this review is to discuss: (1) microfluidic paper-based analytical devices (microPADs) for quantitative analysis, (2) fabrication of two- or three-dimensional microPADs, (3) analytical methods of microPADs, and (4) our opinions regarding the future applications of microPADs for quantitative urinalysis.
Developing Countries
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Methods
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Microfluidics
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Urinalysis*
5.The Association between Land Use Rate and Low Birth Weight Rate in Seoul: Ecological Study
Youngrin KWAG ; Jongmin OH ; Min Ho KIM ; Shinhee YE ; Eun Hee HA
Journal of the Korean Society of Maternal and Child Health 2019;23(2):93-100
PURPOSE: This paper is based on an ecological study. From 2008 to 2014, we identified the differences in the Low Birth Weight (LBW) rate according to land use rate among the 25 autonomous regions of Seoul. We also demonstrated the effects of ecological environmental differences on maternal outcomes. METHODS: The National Statistical Office obtained data of residential areas and rates, commercial areas and rates, industrial areas and rates, green areas and rates of the 25 autonomous regions from 2008 to 2014. It also obtained data regarding low birth weight rates for the same region and period. The rate of land use is divided into four stages by residential rate, three by commercial rate, three by industrial rate, and four by green area rate The higher the step, the higher the rate is. The method by Baron and Kenny was used to investigate the mediating effects of the concentration of air pollutants (PM10, PM2.5, SO2, NO2, O3, CO) on LBW and its relationship to land use in each district of Seoul. The relationship between the change of land use and LBW rate in each region was analyzed with general regression analysis and cluster analysis. RESULTS: This study shows that as the rate of green area to overall area increases in Seoul's industrial area, a causal effect is observed with low birth weight, mediated by SO2. Regression analysis revealed that LBW rates were significantly higher in heavily industrial areas (beta=1.27, SE=0.27, p<0.05), while LBW rate was significantly lower in considerably greener areas (beta=−2.21, SE=0.39, p<0.05). CONCLUSION: We confirmed differences in the relationship between residential, commercial, industrial, and green areas, air pollutants, and LBW rate. Areas with high industrial rates have a high LBW rate, while areas with high green rates have a low LBW rate. The autonomous land use ratio includes direct environmental factors. Therefore, pregnant women who are living in highly industrial areas should be especially careful to manage their living environment.
Air Pollutants
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Female
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Humans
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Infant, Low Birth Weight
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Infant, Newborn
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Methods
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Negotiating
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Pregnant Women
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Seoul
6.Subacute Combined Degeneration and Pulmonary Thromboembolism due to Nitrous Oxide Inhalation for Recreational Use
Seung Jae KIM ; Jongmin LEE ; Yong Sung KIM ; Ki wook OH ; Seung Hyun KIM ; Jinseok PARK
Journal of the Korean Neurological Association 2018;36(3):238-240
No abstract available.
Inhalation
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Nitrous Oxide
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Pulmonary Embolism
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Subacute Combined Degeneration
7.Post-Traumatic Guillain-Barre Syndrome
Sung Ho JO ; Jongmin LEE ; Jungsoo LEE ; Ji Hyun KIM ; Jinseok PARK ; Seung Hyun KIM ; Ki-wook OH
Korean Journal of Neuromuscular Disorders 2020;12(1):13-15
Guillain-Barre syndrome (GBS) is acute inflammatory demyelinating polyradiculoneuropathy, which is often related to post-infectious etiology. However, GBS has also been reported to be caused by non-infectious factors such as trauma. This report describes a rare case of post-traumatic GBS with dramatic response to immunoglobulin therapy. And here, we also discussed about the importance of differential diagnosis with critical illness polyneuropathy.
8.Comparison of the Association Between Presenteeism and Absenteeism among Replacement Workers and Paid Workers: Cross-sectional Studies and Machine Learning Techniques
Heejoo PARK ; Juho SIM ; Juyeon OH ; Jongmin LEE ; Chorom LEE ; Yangwook KIM ; Byungyoon YUN ; Jin-ha YOON
Safety and Health at Work 2024;15(2):151-157
Background:
Replacement drivers represent a significant portion of platform labor in the Republic of Korea, often facing night shifts and the demands of emotional labor. Research on replacement drivers is limited due to their widespread nature. This study examined the levels of presenteeism and absenteeism among replacement drivers in comparison to those of paid male workers in the Republic of Korea.
Methods:
This study collected data for replacement drivers and used data from the 6th Korean Working Conditions Survey for paid male workers over the age of 20 years. Propensity score matching was performed to balance the differences between paid workers and replacement drivers. Multivariable logistic regression was used to estimate the adjusted odds ratio (OR) and 95% confidence intervals for presenteeism and absenteeism by replacement drivers. Stratified analysis was conducted for age groups, educational levels, income levels, and working hours. The analysis was adjusted for variables including age, education, income, working hours, working days per week, and working duration.
Results:
Among the 1,417 participants, the prevalence of presenteeism and absenteeism among replacement drivers was 53.6% (n = 210) and 51.3% (n = 201), respectively. The association of presenteeism and absenteeism (adjusted OR [95% CI] = 8.42 [6.36−11.16] and 20.80 [95% CI = 14.60−29.62], respectively) with replacement drivers being significant, with a prominent association among the young age group, high educational, and medium income levels.
Conclusion
The results demonstrated that replacement drivers were more significantly associated with presenteeism and absenteeism than paid workers. Further studies are necessary to establish a strategy to decrease the risk factors among replacement drivers.
9.Air pollution, including PM10 , as a potential riskfactor for the development of appendicitis in Korea:a case-crossover study
Yongho JEE ; Jin Hoon NAM ; Jongmin OH ; Gyoung Tae NOH ; Eunhee HA ; Ryung Ah LEE
The Ewha Medical Journal 2024;47(3):e38-
Objectives:
Interest in the association between particulate air pollution and appendicitis risk has been increasing in recent years, and previous studies have suggested a link between particulate matter ≤ 10 μm in diameter (PM10 ) and appendicitis. However, robust evidence is currently lacking. This study explored the association between short-term PM10 exposure and appendicitis using data from Ewha Womans University Mokdong Hospital, Seoul, Korea, between January 1, 2001 and December 31, 2018.
Methods:
We employed a time-stratified case-crossover design using data from 6,526 appendicitis patients taken from the hospital’s electronic medical records system. We analyzed the data using a conditional logistic regression model adjusted for daily mean temperature and relative humidity. The effect size of PM10 was estimated in terms of each 10 μm/m3 increase in PM10 concentration. Sex, season, and age group were analyzed as subgroups.
Results:
Appendicitis patients had been exposed to higher levels of PM10 concentrations 3 days (OR 1.045, 95% CI : 1.007–1.084) and 7 days (OR, 1.053; 95% CI, 1.005–1.103) before hospital admission. The case-crossover analysis stratified by sex, age, and season showed that the male sex, being aged under 10, and the cold season were associated with a significantly stronger association between appendicitis and PM10 concentrations.
Conclusion
Our study found that PM10 concentrations were associated with appendicitis in boys aged under 10. The cold season was also a risk factor. Further research with a larger sample size and with other pollutants is required to clarify the association between PM10 and appendicitis.
10.Air pollution, including PM10 , as a potential riskfactor for the development of appendicitis in Korea:a case-crossover study
Yongho JEE ; Jin Hoon NAM ; Jongmin OH ; Gyoung Tae NOH ; Eunhee HA ; Ryung Ah LEE
The Ewha Medical Journal 2024;47(3):e38-
Objectives:
Interest in the association between particulate air pollution and appendicitis risk has been increasing in recent years, and previous studies have suggested a link between particulate matter ≤ 10 μm in diameter (PM10 ) and appendicitis. However, robust evidence is currently lacking. This study explored the association between short-term PM10 exposure and appendicitis using data from Ewha Womans University Mokdong Hospital, Seoul, Korea, between January 1, 2001 and December 31, 2018.
Methods:
We employed a time-stratified case-crossover design using data from 6,526 appendicitis patients taken from the hospital’s electronic medical records system. We analyzed the data using a conditional logistic regression model adjusted for daily mean temperature and relative humidity. The effect size of PM10 was estimated in terms of each 10 μm/m3 increase in PM10 concentration. Sex, season, and age group were analyzed as subgroups.
Results:
Appendicitis patients had been exposed to higher levels of PM10 concentrations 3 days (OR 1.045, 95% CI : 1.007–1.084) and 7 days (OR, 1.053; 95% CI, 1.005–1.103) before hospital admission. The case-crossover analysis stratified by sex, age, and season showed that the male sex, being aged under 10, and the cold season were associated with a significantly stronger association between appendicitis and PM10 concentrations.
Conclusion
Our study found that PM10 concentrations were associated with appendicitis in boys aged under 10. The cold season was also a risk factor. Further research with a larger sample size and with other pollutants is required to clarify the association between PM10 and appendicitis.