• Title/Summary/Keyword: statistical dependence

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A Study on the Relationship with Nicotine Dependence and Mental Health -Focusing on SCL-90-R (Symptom Checklist-90-Revision)- (니코틴 의존도와 정신 건강 수준의 연관성에 대한 조사 연구 -간이 정신진단 검사 중심으로-)

  • Kang, Hee-Chul
    • Journal of Oriental Neuropsychiatry
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    • v.25 no.1
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    • pp.55-62
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    • 2014
  • Objectives: The purpose of this study is to investigate the relationship of nicotine dependence and mental health. Methods: The subjects of this study were 153 male smokers in their 20s, 30s, 40s and 50s who visited Wonmi Public Health Center. They were evaluated with Fagerstorm's test for nicotine dependence (FTND) and Symptom Checklist-90-Revision (SCL-90-R). Using the FTND score, the participants were divided into three groups; mild nicotine dependent group, moderate group and severe group. Results: In the SCL-90-R score, there were statistically significant differences in the characteristics of Somatization, Obsessive-Compulsive, Interpersonal Sensitivity, Depression, Global Severity Index (GSI) and Positive Symptom Test (PST) among the three groups. Comparing the values of FTND and the amounts of Daily Smoking to the values of Somatization, Obsessive-Compulsive, Interpersonal Sensitivity, Depression and GSI in this study resulted in positive correlations, thereby demonstrating a statistical significance. Conclusions: The above results suggest that there are significant relations between nicotine dependence and the level of mental health. These results can be used for planning the smoking cessation program and mental health promoting program based on Korean traditional medicine.

Statistical Analysis on the Temperature Dependence and Long-Term Change of Relative Humidity Sensors (상대습도계의 온도 의존성과 경년변화의 통계적 분석)

  • Kim, Jong Chul;Choi, Byung Il;Woo, Sangbong;Yang, Inseok
    • Journal of Sensor Science and Technology
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    • v.21 no.6
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    • pp.420-424
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    • 2012
  • We have investigated temperature dependence and long-term change of humidity measurement from 32 relative humidity sensors. The readings of the humidity sensors depended not only the reference humidity, but also temperature of the chamber. Approximately, the temperature dependence of the humidity sensor in average was 0.05 %R.H./$^{\circ}C$ in the temperature range from $5^{\circ}C$ to $55^{\circ}C$. For humidity sensors that have an internal temperature compensation circuit, the resulting temperature dependence was weaker by 20%. It should be also noted that for the humidity sensors used in this work underwent ${\pm}3$ %R.H. change per year for level of confidence of 95%. The users of relative humidity sensors may refer this value as a minimum change when they set the calibration interval of the humidity sensors.

Longitudinal study on the effects of smartphone dependence on health, sleep, and depression according to gender in adolescents: Focusing on the Korean Children and Youth Panel Survey data 2018(KCYPS 2018) (청소년의 성별에 따른 스마트폰 의존이 건강, 수면, 우울에 미치는 영향에 대한 종단연구: 한국아동·청소년패널조사2018(KCYPS 2018)을 중심으로)

  • Kim Moohyun;Kim Junho
    • The Korean Journal of Emergency Medical Services
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    • v.28 no.1
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    • pp.21-34
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    • 2024
  • Purpose: This study aimed to observe change in factors over time in the first cohort of the 2018 Children and Adolescent Panel Middle School. In addition, this study attempted to examine the causal relationship and influence between variables by setting a time gap between independent and dependent variables. Methods: Frequency and descriptive statistical analyses were conducted to determine the general characteristics of the study participants. Hierarchical regression analysis was conducted to analyze the effects of smartphone dependence on health, sleep quality, and depression. After inputting the control variables (Model 2), the influence of the variables was identified based on the input model. Results: Smartphone dependence positively impacted depression in both male and female students and negatively impacted sleep and health. Conclusion: Smartphones are closely associated with teenagers' lives. Additionally, as adolescents experience various psychological anxieties owing to rapid physical changes, there are concerns that psychological dependence may increase, considering that adolescence is the most emotionally unstable period. Therefore, the results of this study consistently prove that smartphone dependence has a causal relationship with emotion-related variables, such as emotional stress, depression, and anxiety.

Time Series Modelling of Air Quality in Korea: Long Range Dependence or Changes in Mean? (한국의 미세먼지 시계열 분석: 장기종속 시계열 혹은 비정상 평균변화모형?)

  • Baek, Changryong
    • The Korean Journal of Applied Statistics
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    • v.26 no.6
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    • pp.987-998
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    • 2013
  • This paper considers the statistical characteristics on the air quality (PM10) of Korea collected hourly in 2011. PM10 in Korea exhibits very strong correlations even for higher lags, namely, long range dependence. It is power-law tailed in marginal distribution, and generalized Pareto distribution successfully captures the thicker tail than log-normal distribution. However, slowly decaying autocorrelations may confuse practitioners since a non-stationary model (such as changes in mean) can produce spurious long term correlations for finite samples. We conduct a statistical testing procedure to distinguish two models and argue that the high persistency can be explained by non-stationary changes in mean model rather than long range dependent time series models.

Cognitive Style and Interpersonal Problem Solving Ability among 5-, 7-, and 9-year-olds (아동의 인지양식과 대인 문제 해결력 - 5세, 7세, 및 9세 아동을 대상으로 -)

  • Chyung, Yun Joo;Yi, Soon Hyung
    • Korean Journal of Child Studies
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    • v.14 no.1
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    • pp.77-89
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    • 1993
  • The purpose of this study was to investigate (1) children's field dependence by age and sex, (2) children's interpersonal problem solving ability by age, sex, and contextual factors, (3) children's interpersonal problem solving ability by field dependence. The subjects were 120 five-, seven-, and nine-year-olds. Children's field-dependence was measured with the Children's Embedded Figures Test (CEFT). Children's interpersonal problem solving ability was measured with the Preschool Interpersonal Problem Solving Test (PIPS Test). Statistical methods adopted for data analysis were frequencies, percentiles, means, standard deviation, t-test, oneway ANOVA. $Scheff{\acute{e}}$ test and Pearson's correlations. Major findings were that (1) The older children were more field-independent than the younger ones (2) The older children suggested more problem solving methods and higher-level problem solving strategies than the younger ones. (3) Children suggested higher-level problem solving strategies in contexts involving familiar as opposed to unfamiliar participants and contexts involving children as opposed to adults. (4) 9-year-olds' field-independence was positively associated with interpersonal problem solving ability.

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Optimal Inspection Model for Dependent Product Quality (종속품질의 최적검사 수리모형)

  • 유정상
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.21 no.47
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    • pp.101-112
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    • 1998
  • Recently, researchers show growing interest on product quality characteristic dependence and designing acceptance sampling plans under the quality dependence. This research intends to resolve a few theoretical and practical questions for better application of acceptance sampling when the quality characteristic of product items exhibits a statistical dependence and samples are inspected according to the production order. In this research, a mathematical programming model is developed for the economic modeling of sampling plans based on two evaluation criteria : the average outgoing quality(AOQ) and the average total inspection cost. An efficient solution procedure is then proposed using the functional structure of the two evaluation criteria and the procedure is numerically illustrated.

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A Statistical-Mechanical Model for Solutions of Monodisperse Micelles (단분산 마이셀 용액의 통계 역학적 모델)

  • Kang, Kye-Hong;Lim, Kyung-Hee
    • Korean Chemical Engineering Research
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    • v.46 no.4
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    • pp.824-832
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    • 2008
  • micellar solution which is comprised of surfactant monomers, monodisperse micelles, and solvent(water) is studied from a statistical-mechanical point of view. The model examined in this article is for the ideal mixture of monomers, micelles, and solvent with the dielectric constant identical to that of solvent, which is an assumption common to continuum models. The model also reflects interactions between monomer and solvent molecule, and also between micelle and solvent molecule. The statistical-mechanical model under consideration yields ln $X_{CMC}=A+BT+C/T+D{\ln}T$ with $X_{CMC}$ being critical mcielle concentration (in mole fraction), being temperature, and A, B, C, D being constants which depend on the properties of the surfactant molecules. The statistical-mechanical model discussed in this article provides a theoretical basis on the thermal dependence of critical micelle concentration

Work-Associated Stress and Nicotine Dependence among Law Enforcement Personnel in Mangalore, India

  • Priyanka, R;Rao, Ashwini;Rajesh, Gururaghavendran;Shenoy, Ramya;Pai, BH Mithun
    • Asian Pacific Journal of Cancer Prevention
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    • v.17 no.2
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    • pp.829-833
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    • 2016
  • Purpose: To investigate the work associated stress and nicotine dependence among law enforcement personnel in Mangalore, India. Materials and Methods: A cross-sectional questionnaire survey was conducted among law enforcement personnel in Mangalore, India. Demographic details, stress factors experienced at work and nicotine dependency were the variables studied. The extent of stress factors experienced at work was assessed using the Effort-Reward Imbalance scale (ERI). Nicotine dependence was measured using the Fagerstrom Test for Nicotine Dependence (FTND) and the Fagerstrom Test for Nicotine Dependence-Smokeless Tobacco (FTND-ST). Logistic regression was used for the statistical analysis. Results: Three hundred and four law enforcement personnel participated in the study, among whom 68 had the presence of one or more habits like tobacco smoking, tobacco chewing and alcohol use. The mean effort score was $15.8{\pm}4.10$ and the mean reward and mean overcommitment scores were $36.4{\pm}7.09$ and $17.8{\pm}5.32$ respectively. Effort/Reward ratio for the total participants was 1.0073 and for those with nicotine habit was 1.0850. Results of our study demonstrated no significant association between domains of ERI scale and presence of habits but work associated stress was associated with the presence of one or more habits. Compared to constables, head constables had 1.12 times higher risk of having a nicotine habit. Conclusions: Our study implies job designation is associated with nicotine habits. However, there was no association between work associated stress and nicotine dependence among law enforcement personnel in Mangalore.

The Effect of Adolescents' Academic Helplessness on Smartphone Dependence: Verifying the Parallel Mediating Effect of Self-esteem and Friendships (청소년의 학업무기력이 스마트폰 의존에 미치는 영향: 자아존중감과 친구관계의 병렬매개효과 검증)

  • E-Jae Kwon;Soon Jin Park;Seo Joon Hong
    • Journal of Industrial Convergence
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    • v.21 no.7
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    • pp.65-73
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    • 2023
  • This study identified the relationship between adolescents' academic helplessness and smartphone dependence and verified the parallel mediating effect of self-esteem and friendships. To this end, the fourth data of the Korean Children and Youth Panel Survey 2018 (KCYPS) conducted by the Korea Youth Policy Institute were used, and 2,244 were used for analysis after removing 346 adolescents who responded to the survey. For data analysis, the statistical package programs SPSS WIN 25.0 and Hayes (2013)'s PROCESS Macro V 3.5 were used, and the following results were derived. First, adolescents' academic helplessness had a positive (+)(+) effect on their dependence on smartphones. Second, self-esteem was found to mediate the relationship between adolescents' academic helplessness and smartphone dependence. Third, it was found that friend relationships mediate the relationship between adolescents' academic helplessness and smartphone dependence. Based on these results, practical and policy suggestions to reduce adolescents' dependence on smartphones and follow-up studies to overcome the limitations of research were proposed.

A Dynamic-Stochastic Model for Air Pollutant Concentration (大氣汚染濃度에 관한 動的確率모델)

  • 김해경
    • Journal of Korean Society for Atmospheric Environment
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    • v.7 no.3
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    • pp.156-168
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    • 1991
  • The purpose of this paper is to develop a stochastic model for daily sulphur dioxide $(SO_2)$ concentrations prediction in urban area (Seoul). For this, the influence of the meteorological parameters on the $SO_2$ concentrations is investigated by a statistical analysis of the 24-hr averaged $SO_2$ levels of Seoul area during 1989 $\sim$ 1990. The annual fluctuations of the regression trend, periodicity and dependence of the daily concentration are also analyzed. Based on these, a nonlinear regression transfer function model for the prediction of daily $SO_2$ concentrations is derived. A statistical procedure for using the model to predict the concentration level is also proposed.

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