• Title/Summary/Keyword: Variance of Analysis

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Potential Determinant Factors of Insufficient Milk Supply Syndrome (모유량 부족증후군의 잠재요인 분석)

  • 김혜숙
    • Journal of Korean Academy of Nursing
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    • v.24 no.1
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    • pp.33-46
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    • 1994
  • In Korea, breastfeeding practice has decreased since 1980's. According to the literature review, insufficient milk supply(IMS) is a major reason found by mothers for early termination of breastfeeding practice. Insufficient milk supply syndrome cannot be explained simply. IMS is a complex phenomenon that has never been adequately investigated in Korea. Using the modified IMS conceptual framework by Hill and Humenick(1989), a study was conducted at one well baby clinic located in metropolitan hospital. Approval was obtained from head of nursing service and employees ill the well baby clinic. The study sample was to restricted mothers who initiated breastfeeding and still continuously breastfeeding (n=52) and mothers who initiated breastfeeding but terminated at the time of data collection (n=39). Factor analysis suggested that Potential Determinant factors, maternal psychologic factors were : sociocultural factors, breastfeeding behaviors, breastfeeding frequency, social support, maternal education and prenatal preparation, physical and sibling support, maternal confidence, and maternal physicals which accounted for 71.12% of the variance. Using discriminant analysis those potential determinant factors predicted 72.49% of the cases accurately. These findings of research suggest that the modified IMS model is valid. But additional variables which consider Korea sociocultural factors may need to be included in future studies to determine and develop an IMS model for Korea.

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Factors Influencing Depression in Married Immigrant Women in Korea (결혼이주여성의 우울에 미치는 영향요인)

  • Ha, Ju Young;Kim, Yoon Ji
    • Women's Health Nursing
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    • v.19 no.4
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    • pp.254-264
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    • 2013
  • Purpose: The purpose of this study was to identify the factors influencing depression of married immigrant women in Korea. Methods: Participants included 127 married immigrant women who met eligibility criteria and agreed to participate in the study. Participants were evaluated for subjective assessment of married immigrant-related constructs using a self-report questionnaire, for depression, acculturation stress, and social support. The analysis was done using SPSS for Windows, version 18.0, and included stepwise regression. Results: The major findings were as follows; 1) Depression significantly differed according to native country, length of residence in Korea, education, family monthly income, household and primary support. 2) There were significant relationships between marital life satisfaction (r=-.80, p<.001), acculturative stress (r=.78, p<.001), and social support (r=-.20, p=.025). 3) Marital life satisfaction, family monthly income, acculturative stress, primary support and social support were significant factors, which explained 84.6% of the variance in depression (F=138.04, p<.001). Multiple regression analysis revealed that a powerful predictor of depression for married immigrant women was marital life satisfaction. Conclusion: Based upon the findings, this study provides useful information that could assist in reducing depression among married immigrant women, and indicates that nursing interventions are needed.

Reliability Evaluation of Hardness and Impact Absorption Energy of Tempered Structure Steel SCM435 (뜨임한 구조용강 SCM435의 경도 및 충격 흡수에너지에 대한 신뢰성 평가)

  • Yun, Seo-Hyun;Gu, Se-Hun;Nam, Ki-Woo
    • Journal of the Korean Society of Industry Convergence
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    • v.22 no.6
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    • pp.681-688
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    • 2019
  • SM45C steel, which is widely used for mechanical structure, was carburized at 870℃ for 4 hours and tempered at 300℃ and 400℃ for 1, 3 and 6 hours. The tempered materials were evaluated for tensile test, hardness test and impact test. In particular, the hardness and the absorption energy were evaluate the reliability by the Weibull statistical analysis. 300℃-1h specimen is considered to be the best heat treatment condition in the tensile stress and the observation of fracture surface. 300℃-1h specimen showed larger shape and scale parameter than the other specimens, and Rockwell hardness variance was small and showed the best characteristics. 400℃-3h specimen showed larger shape and scale parameter than the other specimens, the dispersion of impact absorption energy is small, and showed excellent characteristics.

Factors Affecting Turnover Intention of Nurses in Comprehensive Nursing Care Service Wards: Focusing on Occupational Stress, Emotional Labor, and Burnout (간호·간병통합서비스 병동 간호사의 이직의도 영향요인: 직무 스트레스, 감정노동 및 소진을 중심으로)

  • Im, Ji Ah;Ko, Young
    • Korean Journal of Occupational Health Nursing
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    • v.30 no.3
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    • pp.110-119
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    • 2021
  • Purpose: The purpose of this study was to explore the factors affecting turnover intention of nurse who work in comprehensive nursing care service wards. Methods: The study design was a cross-sectional study. We recruited participants in 5 general hospitals located in Gyeonggi. Data were collected using structured questionnaires. Data of 150 nurses were included in the final analysis. Multiple regression analysis was used to identify the influencing factors on turnover intention. Results: Work in the thoracic surgery department (β=.158, p=.045), Emotional labor (β=.282, p=.004), occupational stress (β=.222, p=.004), and burnout (β=.249, p=.003) were identified as factors influencing turnover intention. These factors explained 39.1% of the variance of turnover intention. Conclusion: The findings suggest that it is important to reduce emotional labor and occupational stress to reduce turnover intention for nurse in comprehensive nursing care service wards.

Performance Analysis of the Anti-Spoofing Array Antenna with Eigenvector Nulling Algorithm

  • Lee, Kihoon;Song, Min Kyu;Lee, Jang Yong
    • Journal of Positioning, Navigation, and Timing
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    • v.11 no.3
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    • pp.181-189
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    • 2022
  • The public open signals from Global Navigation Satellite System (GNSS) including Global positioning system (GPS) are used widely by many peoples in the world except for the public regulated restriction signals which are encrypted. Nowadays there are growing concerns about GNSS signal spoofing which can deceive the GNSS receivers by abusing these open services. To counter these spoofing threats, many researches have been studied including array antenna techniques which can detect the direction of arrival by means of Multiple Signal Classification (MUSIC) algorithm. Originally the array antenna techniques were developed to countermeasure the jamming signal in electronic warfare by using the nulling or beamforming algorithm toward a certain direction. In this paper, we study the anti-spoofing techniques using array antenna to overcome the jamming and spoofing issues simultaneously. First, we will present the theoretical analysis results of spoofing signal response of Minimum Variance Distortionless Response (MVDR) algorithm in array antenna. Then the eigenvector algorithm of covariance matrix is suggested and verified to work with the existing anti-jamming method. The modeling and simulation are used to verify the effectiveness of the anti-spoofing algorithm. Also, the field test results show that the array antenna system with the proposed algorithms can perform the anti-spoofing function. This anti-spoofing method using array antenna is very effective in the view point of solving both the jamming and spoofing problems using the same array antenna hardware.

Relevancy contemplation in medical data analytics and ranking of feature selection algorithms

  • P. Antony Seba;J. V. Bibal Benifa
    • ETRI Journal
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    • v.45 no.3
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    • pp.448-461
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    • 2023
  • This article performs a detailed data scrutiny on a chronic kidney disease (CKD) dataset to select efficient instances and relevant features. Data relevancy is investigated using feature extraction, hybrid outlier detection, and handling of missing values. Data instances that do not influence the target are removed using data envelopment analysis to enable reduction of rows. Column reduction is achieved by ranking the attributes through feature selection methodologies, namely, extra-trees classifier, recursive feature elimination, chi-squared test, analysis of variance, and mutual information. These methodologies are ranked via Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) using weight optimization to identify the optimal features for model building from the CKD dataset to facilitate better prediction while diagnosing the severity of the disease. An efficient hybrid ensemble and novel similarity-based classifiers are built using the pruned dataset, and the results are thereafter compared with random forest, AdaBoost, naive Bayes, k-nearest neighbors, and support vector machines. The hybrid ensemble classifier yields a better prediction accuracy of 98.31% for the features selected by extra tree classifier (ETC), which is ranked as the best by TOPSIS.

Perception Survey of Firefighters on Application of Emergency Vehicle Exemption during Return to Station Accidents (긴급자동차 복귀 중 교통사고 특례에 대한 소방공무원의 인식조사)

  • Young-Jin, Reem;Deok-Jin Jang;Ha-Sung Kong
    • Journal of the Korea Safety Management & Science
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    • v.25 no.2
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    • pp.139-151
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    • 2023
  • This study aims to understand the current status of exemptions for traffic accidents during the return of emergency vehicles and to provide suggestions for improvement. A survey was conducted on 3,500 firefighters to investigate the perception of traffic accidents during the return of emergency vehicles, and responses from 505 participants were analyzed. Based On the demographic characteristics and perception of the participants, frequency analysis and variance analysis were used as research methods to analyze basic statistics and the current situation. The results showed that firefighters have concerns and anxieties about traffic accidents during the return of emergency vehicles, and the need for applying exemptions and enacting explicit legal provisions was statistically confirmed. Based on these results, we suggest a policy for exemptions to improve the preparation for re-deployment and to alleviate the concerns and anxieties of firefighters.

The effect of different confluence confirmation strategies on the obturation of Vertucci type II canal: micro-CT analysis

  • Seungjae Do ;Min-Seock Seo
    • Restorative Dentistry and Endodontics
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    • v.46 no.1
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    • pp.12.1-12.9
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    • 2021
  • Objectives: The present study aims to compare the obturation quality of 2 confluence confirmation techniques in artificial maxillary first premolars showing Vertucci type II root canal configuration. Materials and Methods: Thirty artificial maxillary premolars having Vertucci type II root canal configuration were made. They were divided into 3 groups according to the confluence confirmation technique as follows. Gutta-percha indentation (GPI) group (confluence confirmation using a gutta-percha cone and a K file); electronic apex locator (EAL) group (confluence confirmation using K files and EAL); and no confluence detection (NCD) group. In the GPI group and the EAL group, shaping and obturation were performed with the modified working length (WL). In the NCD group, shaping was performed without WL adjustment and obturation was carried out with an adjusted master cone. Micro-computed tomography was used before preparation and after obturation to calculate the percentage of gutta-percha occupied volume (%GPv) and the volume increase in the apical 4 mm. Data were analyzed using 1-way analysis of variance and post hoc Tukey's test. Results: Statistically significant difference was not found in terms of the %GPv from the apex to apical 4 mm. However, the NCD group showed a statistically significant volume increase compared with the EAL group (p < 0.05). Conclusions: In terms of gutta-percha occupied volume, no significant difference was observed among the 3 groups. Confluence confirmation using an EAL in teeth with Vertucci type II configuration showed less volume increase during canal shaping compared with no confluence confirmation.

Revisiting the measurement of keratinized gingiva: a cross-sectional study comparing an intraoral scanner with clinical parameters

  • Ahmet Mert Nalbantoglu;Deniz Yanik
    • Journal of Periodontal and Implant Science
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    • v.53 no.5
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    • pp.362-375
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    • 2023
  • Purpose: The aim of this study was to investigate the relationships between gingival thickness (GT) and keratinized gingiva width (KGW), papilla height (PH), and crown ratio (CR) by employing transgingival probing and an intraoral scanner (IOS). Methods: This cross-sectional study examined 360 maxillary anterior teeth from 60 patients. GT was assessed using transgingival probing with an endodontic spreader. KGW, CR, and PH were measured using an IOS. One-way analysis of variance, the Student's t-test, and Spearman correlation coefficients were employed for statistical analysis. Results: Higher GT was significantly associated with thinner KGW in the central region (P=0.019). There was no statistically significant difference in GT between teeth (P=0.06). PH was lower in lateral teeth than in canines (P=0.047), with a PH of 2.99 mm in lateral teeth. The KGW was narrower in canines than in central teeth (P=0.007). A moderate correlation was observed between KGW and PH in the central region (P=0.01), while a weak negative correlation was found between KGW and CR (P=0.043). Conclusions: A moderate negative correlation was found between GT and KGW, as well as between PH and KGW in central teeth. In contrast, a weak negative correlation existed between CR and KGW. The PH (2.99 mm) was lower in lateral teeth than in canines. The traditional paradigm, which suggests a positive correlation between KGW and GT, was reevaluated by measuring KGW using an IOS.

Development of a scale to measure selection, optimization, compensation (SOC) strategy in late middle-aged women: a methodological study

  • Do-Young Lee;Gie Ok Noh
    • Women's Health Nursing
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    • v.30 no.3
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    • pp.216-225
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    • 2024
  • Purpose: Selection-optimization-compensation (SOC) models have been proposed and applied to various populations to examine successful aging from a multidimensional perspective. This study aimed to develop a scale to measure SOC strategy among late middle-aged women (aged 50 to 64 years) and to test its validity and reliability. Methods: Preliminary items were developed through a literature review and interviews. Overall, 32 preliminary items were confirmed via two rounds of expert content validity analysis and a pilot survey. Data were collected from 299 late middle-aged women and analyzed using IBM SPSS/PC+ version 27.0. Construct validity, criterion validity, and reliability tests were conducted. Results: The SOC strategy scale, reflecting the characteristics of late middle-aged women and developed through exploratory factor analysis, comprised 19 items across four factors: goal-oriented selection, compensation for loss, outcome optimization, and ability-based optimization. The scale explained 66.9% of the variance in total factors, with a Cronbach's α of .95. Statistically significant correlations with the reference scale (r=.30, p<.001) were observed. Conclusion: The developed scale demonstrated high validity and reliability, thus representing a viable instrument for measuring SOC strategy among late middle-aged women. Using this scale to assess the use of SOC approaches in these women can improve our understanding of the aging process and help establish supportive programs for their aging journeys.