• Title/Summary/Keyword: Regression program

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The Impact of Personal, Home, and School Environmental Factors on Middle School Students' Career Adaptability: Focusing on the Mediating Effect of Grit (중학생이 인지한 부모양육태도가 진로적응성에 미치는 영향: 그릿의 매개효과를 중심으로)

  • Su-Jeong Lee;Ki-Seong Lee
    • Journal of Industrial Convergence
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    • v.22 no.1
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    • pp.21-31
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    • 2024
  • The purpose of this study is to analyze the impact of middle school students' perceived parenting attitudes (positive parenting attitude, negative parenting attitude) on career adaptability and to verify the mediating effect of grit in these influence relationships. For this purpose, 2,235 first-year middle school students from the Korea Children and Youth Panel Survey 2021 were selected as research subjects. Data analysis methods included frequency analysis, descriptive statistical analysis, correlation analysis, and regression analysis using the SPSS 26.0 program. The main research results are as follows: First, in the impact of parenting attitude on career adaptability, positive parenting attitude was significant as positive (+), and negative parenting attitude was negative (-). Second, in the effect of parenting attitude on grit, positive parenting attitude was significant as positive (+), and negative parenting attitude was negative (-). Third, grit was positively (+) significant to career adaptability. Fourth, in the relationship between parenting attitude and career adaptability, the mediating effect of grit was found to be a complete mediating effect with positive parenting attitude and a partial mediating effect with negative parenting attitude. Through this, practical suggestions were provided to improve middle school students' career adaptability.

Prognostic Value of Sarcopenia and Myosteatosis in Patients with Resectable Pancreatic Ductal Adenocarcinoma

  • Dong Wook Kim;Hyemin Ahn;Kyung Won Kim;Seung Soo Lee;Hwa Jung Kim;Yousun Ko;Taeyong Park;Jeongjin Lee
    • Korean Journal of Radiology
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    • v.23 no.11
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    • pp.1055-1066
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    • 2022
  • Objective: The clinical relevance of myosteatosis has not been well evaluated in patients with pancreatic ductal adenocarcinoma (PDAC), although sarcopenia has been extensively researched. Therefore, we evaluated the prognostic value of muscle quality, including myosteatosis, in patients with resectable PDAC treated surgically. Materials and Methods: We retrospectively evaluated 347 patients with resectable PDAC who underwent curative surgery (mean age ± standard deviation, 63.6 ± 9.6 years; 202 male). Automatic muscle segmentation was performed on preoperative computed tomography (CT) images using an artificial intelligence program. A single axial image of the portal phase at the inferior endplate level of the L3 vertebra was used for analysis in each patient. Sarcopenia was evaluated using the skeletal muscle index, calculated as the skeletal muscle area (SMA) divided by the height squared. The mean SMA attenuation was used to evaluate myosteatosis. Diagnostic cutoff values for sarcopenia and myosteatosis were devised using the Contal and O'Quigley methods, and patients were classified according to normal (nMT), sarcopenic (sMT), myosteatotic (mMT), or combined (cMT) muscle quality types. Multivariable Cox regression analyses were conducted to assess the effects of muscle type on the overall survival (OS) and recurrence-free survival (RFS) after surgery. Results: Eighty-four (24.2%), 73 (21.0%), 75 (21.6%), and 115 (33.1%) patients were classified as having nMT, sMT, mMT, and cMT, respectively. Compared to nMT, mMT and cMT were significantly associated with poorer OS, with hazard ratios (HRs) of 1.49 (95% confidence interval, 1.00-2.22) and 1.68 (1.16-2.43), respectively, while sMT was not (HR of 1.40 [0.94-2.10]). Only mMT was significantly associated with poorer RFS, with an HR of 1.59 (1.07-2.35), while sMT and cMT were not. Conclusion: Myosteatosis was associated with poor OS and RFS in patients with resectable PDAC who underwent curative surgery.

Is Diabetes a Contraindication to Lower Extremity Flap Reconstruction? An Analysis of Threatened Lower Extremities in the NSQIP Database (2010-2020)

  • Amy Chen;Shannon R. Garvey;Nimish Saxena;Valeria P. Bustos;Emmeline Jia;Monica Morgenstern;Asha D. Nanda;Arriyan S. Dowlatshahi;Ryan P. Cauley
    • Archives of Plastic Surgery
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    • v.51 no.2
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    • pp.234-250
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    • 2024
  • Background The impact of diabetes on complication rates following free flap (FF), pedicled flap (PF), and amputation (AMP) procedures on the lower extremity (LE) is examined. Methods Patients who underwent LE PF, FF, and AMP procedures were identified from the 2010 to 2020 American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP®) database using Current Procedural Terminology and International Classification of Diseases-9/10 codes, excluding cases for non-LE pathologies. The cohort was divided into diabetics and nondiabetics. Univariate and adjusted multivariable logistic regression analyses were performed. Results Among 38,998 patients undergoing LE procedures, 58% were diabetic. Among diabetics, 95% underwent AMP, 5% underwent PF, and <1% underwent FF. Across all procedure types, noninsulin-dependent (NIDDM) and insulin-dependent diabetes mellitus (IDDM) were associated with significantly greater all-cause complication rates compared with absence of diabetes, and IDDM was generally higher risk than NIDDM. Among diabetics, complication rates were not significantly different across procedure types (IDDM: p = 0.5969; NIDDM: p = 0.1902). On adjusted subgroup analysis by diabetic status, flap procedures were not associated with higher odds of complications compared with amputation for IDDM and NIDDM patients. Length of stay > 30 days was statistically associated with IDDM, particularly those undergoing FF (AMP: 5%, PF: 7%, FF: 14%, p = 0.0004). Conclusion Our study highlights the importance of preoperative diabetic optimization prior to LE procedures. For diabetic patients, there were few significant differences in complication rates across procedure type, suggesting that diabetic patients are not at higher risk of complications when attempting limb salvage instead of amputation.

The relationship between of snack habits, oral health behavior and oral health status in middle and high school students (중고생들의 식습관 및 구강보건행태와 구강건강 상태의 관련성 연구)

  • Hyun-Kyung Yun;Jong-Hwa Lee;Da-Hye Hwang
    • Journal of Korean Dental Hygiene Science
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    • v.6 no.2
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    • pp.1-12
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    • 2023
  • Objectives: This study attempted to identify the eating habits and oral health behaviors of Korean teenagers, studying their relationship with oral health status. The findings serve as fundamental data to enhance proper eating habits and oral health-related projects, ultimately improving teenagers' oral health. Methods: It was analyzed through the original data of the 16th (2020) online survey of youth health behavior in Korea, Frequency analysis, complex sample cross-analysis, complex sample logistic regression analysis were conducted using the SPSSwin 21.0 program. Results: As a result of the study, was associated with the consumption of all sweet drinks, fast food intake, and the frequency of daily brushing over the past 7 days Teeth pain is noted with the consumption of soda, sweet drinks, fast food, and the frequency of daily brushing over the past 7 days. Gum bleeding is noted with the consumption of sweetened products, fast food intake, and the frequency of daily brushing over the past 7 days. Conclusions: Eating habits and oral health behaviors should be considered for the oral health management of middle and high school students. Specific measures should be sought to provide proper dietary education and systematic oral health education to improve the oral health of middle and high school students.

Effect of Dental Hygienists' work environment on organizational commitment: mediating effect of psychological empowerment (치과위생사의 근무환경이 조직몰입에 미치는 영향 : 심리적 임파워먼트 매개효과)

  • Sun-ok Jang;Jun-yeong Kwon
    • Journal of Korean Dental Hygiene Science
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    • v.6 no.2
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    • pp.37-50
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    • 2023
  • Background: The purpose of this study is to verify the impact of dental hygienists' working environment on organizational commitment and the mediating effect of psychological empowerment in the relationship between working environment and organizational commitment. Methods: A survey was conducted on 264 people working as dental hygienists between August 16 and August 23, 2023. The collected data were analyzed using t-test, one-way ANOVA, Pearson correlation analysis, and regression analysis. Results: In the dental hygienist work environment, all three subfactors (safety management system, manager's competency, and support system) had a significant positive(+) correlation between psychological empowerment and organizational commitment. Dental hygienists' work environment was found to have an effect on organizational commitment, and psychological empowerment was found to have a partial mediating effect in the relationship between work environment and organizational commitment. Conclusion: As a way to improve dental hygienists' organizational commitment, it is necessary to develop a strategic human resource management program to create a safe and positive work environment and to form an organizational culture in which managers can recognize the power of members and grant empowerment.

Effect of Self-efficacy, Self-directedness, and Self-leadership on Resilience of Nursing students (간호대학생의 자기효능감, 자기주도성, 셀프리더십이 회복탄력성에 미치는 영향)

  • Eun Kyung Byun
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.2
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    • pp.159-166
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    • 2024
  • The purpose of this study was investigate the effect of self-efficacy, self-directedness and self-leadership on reslience in nursing students and to provide the basic data of to enhance resilience. Data were collected from 199 nursing students in B city. Data analysis was analyzed by descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and multiple regression analysis using the SPSS 22.0 program. The degree of self-efficacy of the subjects was 3.63±0.52. Resilience of the subjects was positively correlated with self-efficacy (r=.677, p<.001), self-directedness (r=.573, p<.001), and self-leadership (r=.654, p<.001). Self-leadership of the subjects showed a positive correlation with self-efficacy (r=.517, p<.001), self-directedness (r=.665, p<.001). Self-directedness of the subjects showed a positive correlation with self-efficacy (r=.491, p<.001). The factors influencing the subject's resilience were identified as self-efficacy (β=.435, p<.001) and self-directedness (β=.133, p=.036), self-efficacy (β=.341, p<.001), and the explanatory power was 57.5%. Therefore, in order to improve nursing students' resilience, it is necessary to consider self-efficacy, self-directedness and self-leadership.

The Influence of Perception of Strength and Academic Self-Efficacy on Major Satisfaction of Nursing College Students (간호대학생의 강점인식과 학업적 자기효능감이 전공만족도에 미치는 영향)

  • Hyun-Jin Kim;Woo-Young Chae
    • Journal of the Korean Applied Science and Technology
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    • v.41 no.1
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    • pp.138-148
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    • 2024
  • The purpose of this study is a descriptive research study to confirm the relationship between perception of strength, academic self-efficacy and major satisfaction of nursing college students and to identify factors influencing major satisfaction. The subjects of this study were 172 nursing college students located in G City, and data collection was conducted from November 7 to December 21, 2022. The collected data were analyzed by descriptive statistics, t-test, ANOVA, Pearson's correlation coefficients and multiple regression analysis using SPSS/WIN 28.0 program. As a result of the study, major satisfaction had a significant positive correlation with perception of strength (r=.31, p<.001) and academic self-efficacy (r=.62, p<.001). Factors affecting major satisfaction of nursing college students were academic self-efficacy (𝛽=.53, p<001.) and advice from others as motivation of choosing major (𝛽=-.20, p=.002), which explained 42.6% of variance. The results of this study will be useful used to develop strategies to improve the major satisfaction of nursing college students. In the future, a follow-up study that can expand the subjects and explain the major satisfaction of nursing college students is suggested.

Effects of Positive Psychological Capital, Job Crafting and Nursing Work Environment on Job Satisfaction of Clinical Nurses (임상간호사의 긍정심리자본, 잡 크래프팅과 간호근무환경이 직무만족에 미치는 영향)

  • Kyung Ae Park;Ja-Sook Kim
    • Journal of Industrial Convergence
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    • v.22 no.3
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    • pp.67-78
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    • 2024
  • The purpose of this study is to identify the factors affecting job satisfaction by examining the positive psychological capital, job crafting, and nursing work environment of clinical nurses, and to provide foundational data necessary to devise strategies for enhancing job satisfaction. Data were collected online from 208 clinical nurses working in three comprehensive hospitals located in J city from March 15 to March 30, 2023. Data were analyzed using the SPSS/WIN 26.0 program. The influencing factors on subjects' job satisfaction were marital status, education level, salary satisfaction, workload, clinical experience, positive psychological capital, job crafting, and nursing work environment. A hierarchical regression analysis following the order of general characteristics, positive psychological capital, nursing work environment, and job crafting identified nursing work environment (𝛽=.37, p<.001), job crafting (𝛽=.35, p<.001), positive psychological capital (𝛽=.33, p<.001), education level (𝛽=.09, p=.014) and salary satisfaction (𝛽=.09, p=.015) as the influencing factors of job satisfaction, in which the explanatory power for the final model was 78%. Based on the results of this study, it is suggested to develop and verify the effectiveness of programs to improve the positive psychological capital and job crafting of clinical nurses.

Predictors of Multitasking and Learning Flow on Self-Regulated Learning Strategies in Nursing University Students of Non-face-to-face Learning Environment (비대면학습 환경에서 간호대학생의 미디어멀티태스킹과 학습몰입이 자기조절 학습전략에 미치는 예측 요인)

  • Ja-Ok Kim;A-Young Park;Ja-Sook Kim;Jong-Hyuck Kim
    • Journal of Digital Policy
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    • v.3 no.1
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    • pp.1-10
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    • 2024
  • The purpose of this study was to identify the predictors of self-regulated learning strategies among nursing university students. Data were collected from 212 nursing university students in G metropolitan city and K city. The SPSS WIN 23.0 version program was used for data analysis. The data were analyzed using Pearson's correlation coefficient and multiple regression. There were significant correlations between media multitasking and self-regulated learning strategies(r=.45, p<.001), learning flow and self-regulated learning strategies(r=.59, p<.001), and media multitasking and learning flow(r=.32, p<.001). Friendship satisfaction, media multitasking and learning flow explained 45% of the variance for self-regulated learning strategies. To increase the self-regulated learning strategies among nursing university students, it is necessary to develop multiple interventions that enhance friendship satisfaction, media multitasking and learning flow.

A Study on the Effect of Traditional Market Revitalization Factors on Management Performance (전통시장 활성화 요인이 경영성과에 미치는 영향)

  • Se-Yong Kwon;Mi-Rye Kang;Hyung-Ho Kim
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.1
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    • pp.307-317
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    • 2024
  • The purpose of this study is to analyze the impact of merchants' perceptions of service quality, youth mall creation, and traditional market revitalization on management performance to derive factors that can improve the self-sustainability of the traditional market. In particular, it was intended to predict the practical effect of the youth mall creation project by including merchants' perceptions of the rapidly emerging youth mall to revitalize the traditional market. In this study, 430 small business owners from five private traditional markets in Iksan were surveyed, the research model was verified by analyzing the technical statistics, reliability, and validity of the data collected using the SPSS 21.0 program, and the hypothesis was verified through correlation and regression analysis. Although youth malls are actively promoted at the government level to revitalize traditional markets and improve management performance, this study confirmed that the creation of youth malls in traditional markets does not directly affect traditional market revitalization and management performance, confirming that policies to create youth malls that can actually help revitalize traditional markets and improve management performance in the future need to be promoted.