PURPOSE: The Iri station explosion that occurred in 1977 was a major social disaster in Korea, caused by a fire in a train equipped with explosives. The purpose of this study was to investigate the social disaster adaptation experiences of railroad workers. METHODS: This study was based on qualitative research using phenomenological methodology. Participants were six railroad workers who experienced the Iri station explosion. Data were collected through in-depth interviews with individual workers from March to June, 2018. The data analysis method was based on Colaizzi's approach. RESULTS: Experiences of railroad workers were categorized into 12 themes and the following 6 theme clusters: (1) Anxiety due to the extreme vibration and crash, (2) Terror regarding the horrible situation that one cannot face, (3) Anger about the cause of the explosion and a sense of relief about survival, (4) Confusion regarding different rumors, (5) Various efforts to return to daily life, and (6) Trauma that continues to exist. CONCLUSION: The findings of this study recommend that railroad organizations and managers should pay attention to enhance disaster preparedness and develop organizational disaster coping guidelines for members. The results of this study can help us to better understand the various aspects of the Iri station explosion of 1977.
Anger ; Anxiety ; Disasters ; Explosions ; Explosive Agents ; Fires ; Korea ; Methods ; Qualitative Research ; Railroads ; Statistics as Topic ; Vibration

PURPOSE: The purpose of this integrative literature review was to synthesize contents of emotion coaching interventions (ECI) for parents and explore unique changes in parents, parents-child, or child outcomes. METHODS: This research was conducted according to Whittemore and Knafl's integrative review method, which encompassed problem identification, literature search, data evaluation, data analysis, and presentation stages. Relevant searching terms in English and Korean were used for eight electronic databases: MEDLINE, EMBASE, Cochrane library, CINAHL, RISS, KISS, NDSL, and DBpia. RESULTS: A total of 28 studies were selected: 16 Korean and 12 non-Korean ones. Among the selected studies, the ECI for parents was found to be effective in regulating both the parent's and child's emotions. The contents of the ECI seems to be applicable and understandable using self-reflection, emotional competency improvement, and emotion coaching proficiency, especially for demonstration and maintenance of a positive attitude. CONCLUSION: The ECI was an effective intervention which is helpful for child rearing, emotional regulation, and social competence for parents. In addition, it had a positive effect in regulating behavioral problems in children through interventions provided to the parents.
Child ; Child Rearing ; Humans ; Methods ; Parents ; Problem Behavior ; Social Skills ; Statistics as Topic

Clustering is a prevalent analytical means to analyze single cell RNA sequencing (scRNA-seq) data but the rapidly expanding data volume can make this process computationally challenging. New methods for both accurate and efficient clustering are of pressing need. Here we proposed Spearman subsampling-clustering-classification (SSCC), a new clustering framework based on random projection and feature construction, for large-scale scRNA-seq data. SSCC greatly improves clustering accuracy, robustness, and computational efficacy for various state-of-the-art algorithms benchmarked on multiple real datasets. On a dataset with 68,578 human blood cells, SSCC achieved 20% improvement for clustering accuracy and 50-fold acceleration, but only consumed 66% memory usage, compared to the widelyused software package SC3. Compared to k-means, the accuracy improvement of SSCC can reach 3-fold. An R implementation of SSCC is available at https://github.com/Japrin/sscClust.
Algorithms ; Animals ; Cluster Analysis ; Computational Biology ; methods ; Databases as Topic ; Gene Expression Profiling ; methods ; Humans ; Mice ; Sequence Analysis, RNA ; Single-Cell Analysis ; Software ; Statistics, Nonparametric

As a follow-up to a previous article, this review provides several in-depth concepts regarding a survival analysis. Also, several codes for specific survival analysis are listed to enhance the understanding of such an analysis and to provide an applicable survival analysis method. A proportional hazard assumption is an important concept in survival analysis. Validation of this assumption is crucial for survival analysis. For this purpose, a graphical analysis method and a goodness-of-fit test are introduced along with detailed codes and examples. In the case of a violated proportional hazard assumption, the extended models of a Cox regression are required. Simplified concepts of a stratified Cox proportional hazard model and time-dependent Cox regression are also described. The source code for an actual analysis using an available statistical package with a detailed interpretation of the results can enable the realization of survival analysis with personal data. To enhance the statistical power of survival analysis, an evaluation of the basic assumptions and the interaction between variables and time is important. In doing so, survival analysis can provide reliable scientific results with a high level of confidence.
Follow-Up Studies ; Humans ; Methods ; Proportional Hazards Models ; Statistics as Topic ; Survival Analysis

BACKGROUND: The occurrence of cutaneous malignant tumors has been increasing worldwide due to changes in various environmental factors. OBJECTIVE: Our study aimed to analyze the overall tendency of clinical characteristics in single-center patients with cutaneous malignant tumors according to sex, age, duration, size, anatomic site, treatment, and concomitant diseases. METHODS: We retrospectively reviewed the medical records and clinical photographs of 319 patients diagnosed with cutaneous malignant tumors (basal cell carcinoma, squamous cell carcinoma, melanoma, lymphoma, Paget's disease, metastatic skin cancer, mycosis fungoides, angiosarcoma, dermatofibrosarcoma protuberans, Kaposi sarcoma, malignant fibrous histiocytoma, Merkel cell carcinoma) and 109 patients diagnosed with premalignant tumors (Bowen's disease) between January 2007 and January 2017. RESULTS: The average annual incidence of malignant cutaneous tumors was 2.4%. In total, 158 males (36.9%) and 270 females (63.1%) were included with a mean age of onset of 66 years. Among the malignant tumors, basal cell carcinoma (30.8%) was the most common, while the incidences of squamous cell carcinoma (18.9%), melanoma (6.3%), and lymphoma (4.4%) were also high. The predominantly involved anatomic sites were the face (67.3%), trunk (11.5%), and legs (10.9%). Most cases involved solitarily existing tumors (77.3%), and pruritus (21.7%) was the most common accompanying symptom. Among the 69.6% of patients who received treatment for their tumors, the most common method was surgical removal. No significant increase in concomitant diseases or environmental factors was detected. CONCLUSION: Our study is meaningful as an overall and recent review of various types of cutaneous malignancies that provides preliminary data for further large-scale nationwide studies.
Age of Onset ; Carcinoma, Basal Cell ; Carcinoma, Squamous Cell ; Chungcheongnam-do ; Dermatofibrosarcoma ; Female ; Hemangiosarcoma ; Histiocytoma, Malignant Fibrous ; Humans ; Incidence ; Leg ; Lymphoma ; Male ; Medical Records ; Melanoma ; Methods ; Mycosis Fungoides ; Pruritus ; Retrospective Studies ; Sarcoma, Kaposi ; Skin Neoplasms ; Statistics as Topic

Meta-analysis is a statistical method that combines and synthesizes multiple studies and integrates their results. Meta-analysis increases the sample size, and in turn, the power to study the effects of interest by combining primary studies and providing a precise estimate of the effects. Data synthesized from meta-analyses are usually more beneficial than the results of narrative reviews. In a meta-analysis, the decisions are transparent, and statistical analysis yields an objective measure of the integrated quantitative evidence. The biases of narrative reviews can be limited or overcome by conducting a meta-analysis. The systematic approach and transparency in meta-analysis help to resolve conflicts and uncertainties between studies, while leading to significant conclusions. However, this method is controversial and may not always be the best tool. Moreover, meta-analysis has several shortcomings, and in some cases, it may not be appropriate. Although meta-analysis has been criticized due to its limitations, there are solutions to such problems. The aim of this review is to describe and discuss the strengths and weaknesses of meta-analysis.
Bias (Epidemiology) ; Methods ; Sample Size ; Statistics as Topic

MATLAB® is widely used for numerical analysis, modeling, and simulation. One of MATLAB's tools, SimBiology®, is often used for pharmacokinetic, pharmacodynamic model and dynamic systems; however, SimBiology seems to be rarely used for non-compartmental analysis (NCA), and the published official documentation provides a poor description of the analysis algorithm for NCA. Therefore, we conducted NCAs with a hypothetical dataset and some scenarios and compared the results. According to the results of this study, SimBiology estimates parameters using the unweighted linear regression for the terminal slope and linear interpolation method. Moreover, although the documentation describing the actual analysis algorithm used to process non-numeric data is not easily accessible to users, users may introduce numeric data at time zero to perform NCA properly. Using the command window, users can perform analyses more quickly and effectively. If the NCA official documentation were improved, SimBiology might be more widely adopted to perform NCA in clinical pharmacology.
Dataset ; Linear Models ; Methods ; Pharmacokinetics ; Pharmacology, Clinical ; Statistics as Topic

PURPOSE: The objective of this study was to determine the effects of self-efficacy and depression on the sense of family coherence in both cancer patients and their caregivers using the Actor-Partner Interdependence Model (APIM) analysis.METHODS: A total of 274 patients were registered in the study, including 137 cancer patients who were undergoing chemotherapy in a day care ward and 137 primary caregivers. The data was collected from December 30, 2017 to July 30, 2018. Data were analyzed by the data analysis method using SPSS/WIN 20.0 (SPSS Korea Data Solution Inc) and AMOS 21.0 (SPSS Korea Data Solution Inc).RESULTS: Self-efficacy of cancer patients had a direct effect on patient depression (β=−.24, p=.008). Self-efficacy of primary caregivers also had a direct effect on patient depression (β=−.51, p < .001). Factors significantly affecting cancer patient FSOC were cancer patient self-efficacy (β=.34, p < .001) and cancer patient depression (β=−.42, p < .001). Factors significantly affecting primary caregiver FSOC (Family Sense of Coherence) were cancer patient self-efficacy (β=.13, p=.026) and caregiver depression (β=−.29, p=.008).CONCLUSION: It is thought that self-efficacy and depression should be controlled to improve the family cohesion of cancer patients and their primary caregivers.
Caregivers ; Day Care, Medical ; Depression ; Drug Therapy ; Humans ; Korea ; Methods ; Sense of Coherence ; Statistics as Topic

PURPOSE: The purpose of this qualitative study was to identify the nature of precocious puberty and to explore what it means in primary schools.METHODS: The participants of this phenomenological study were nine primary school girls who were diagnosed with precocious puberty and experienced hormone therapeutics, applying a convenience sampling method. Data were collected from July 2017 to January 2018 through individual in-depth interviews of the participants, including gestures, facial expressions and nonverbal means. The data analysis followed the method of Giorgi.RESULTS: The study identified 37 concepts, 12 clusters, and five themes from experiences of precocious puberty. The essential five themes were as follows: ‘ashamed and concealing experience’, ‘there is no therapeutics option’, ‘difficulties in the process of therapeutics’, ‘difficulties in daily life’, and ‘ambivalence toward therapeutics’.CONCLUSION: The findings of this study indicate physical, psychological and social difficulties faced by girls with precocious puberty. Based on this results of the study, it is necessary to develop nursing intervention programs focusing on healthy growth and development for children with precocious puberty.
Child ; Facial Expression ; Female ; Gestures ; Growth and Development ; Humans ; Methods ; Nursing ; Puberty, Precocious ; Qualitative Research ; Statistics as Topic

PURPOSE: This qualitative study aimed to develop a substantive theory of the process of adaptation to motherhood in Central Asian-Korean immigrants to Korea.METHODS: Individual, in-depth interviews were conducted from July to September 2017, with 18 women who emigrated of Korean ethnicity from Central Asia to Korea, and took care of their baby for at least a year after their first delivery in Korea. The interviews were audio-recorded and transcribed verbatim. Data from the transcriptions were analyzed through Strauss and Corbin's grounded theory method, and data analysis was conducted simultaneously with data collection.RESULTS: As a result of categorizing the interview data through the process of open coding, 10 categories, with 31 subcategories and 102 concepts were drawn, and “growth as a Central Asian-Korean mother in an unfamiliar, historical hometown” was found to be the core category of the process of adaptation to motherhood in Central Asian-Korean immigrants to Korea.CONCLUSION: A characteristic of the process of adaptation to motherhood in Central Asian-Korean immigrants to Korea, drawn from this study, is that it differs according to the level of initiative to carry out interaction strategies, and the use of various supportive social resources. The findings indicate the need for Medicare eligibility adjustment for antenatal care, the extension of the visa renewal period during childbirth, the development of web- or mobile application-based educational programs in Russian language, and the establishment of integrated visiting healthcare services, community service resources, and policy support to enable these women to utilize various supportive social resources.
Adaptation, Psychological ; Asia ; Clinical Coding ; Data Collection ; Delivery of Health Care ; Emigrants and Immigrants ; Female ; Grounded Theory ; Humans ; Korea ; Medicare ; Methods ; Mothers ; Parturition ; Qualitative Research ; Social Welfare ; Statistics as Topic