• 제목/요약/키워드: multiple linear regression analyses

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Employee Retention and Talent Management: Empirical Evidence from Private Hospitals in Vietnam

  • PHAN, Minh Duc;NGUYEN, Thi Mai Thoa;DUONG, Ngoc Anh;NGUYEN, Thi Tuoi
    • The Journal of Asian Finance, Economics and Business
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    • 제9권6호
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    • pp.343-362
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    • 2022
  • Amidst the Covid-19 pandemic, human resources play a vital role in the health industry because the staff all has to confront a lot of stresses in serving the country and the people to overcome the severe contagiousness and infection of the virus. It is also the case of Family General Hospital, Da Nang (Vietnam). Therefore, the Hospital identifies talented personnel as a core resource in its sustainable development strategy. Researching on how to retain talented staff to serve the sustainable and long-term development of a private hospital such as Family Hospital is extremely necessary, especially when there are fewer large and modern private health facilities for the healthcare system in Central Vietnam compared to the North and the South. With the analysis of survey data and in-depth interviews from both qualitative and quantitative perspectives (via SPSS 20.0), especially the ANOVA and EFA analyses, and linear multiple regression (Generation 1 methods), this study aims to clarify the aspects that affect the talent retention in the representative Family Hospital. The lessons learned have been a good reference for similar private healthcare models in the process of bringing health-related services to a new level in the competition.

간호대학생의 자아존중감과 셀프리더십이 진로정체감에 미치는 영향 (Effects of Self-Esteem and Self-Leadership on Career Identity in Nursing Students)

  • 유민영;이숙정
    • 한국보건간호학회지
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    • 제37권1호
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    • pp.66-79
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    • 2023
  • Purpose: This study examined the self-esteem, self-leadership, and career identity of nursing students to identify the influence of self-esteem and self-leadership on career identity. Methods: This study was a descriptive survey of 192 students from six nursing colleges. The descriptive statistics, independent two-sample t-test, one-way ANOVA, Pearson correlation coefficient, and multiple linear regression analysis were used for statistical analyses. Results: The career identity correlated with self-esteem and self-leadership. A positive correlation was observed between self-leadership and self-esteem. The factors influencing career identity were self-esteem, satisfaction with the major, motivation (aptitude and interest), and desired career after graduation (hospital employment). The explanatory power of these variables was 42.3% in total. Conclusion: To develop a strong career identity for nursing students, it is essential to provide various educational programs that can increase self-esteem, improve awareness of the major, help students understand the roles and responsibilities of nurses, and provide opportunities to explore career options.

익명의 알코올 중독자의 영적 안녕, 죽음에 대한 태도와 삶의 질의 관련성 (Associations of Spiritual Well-being, Attitude toward Death and Quality of Life among Alcoholics Anonymous)

  • 이상민;강문희
    • 정신간호학회지
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    • 제28권2호
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    • pp.114-123
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    • 2019
  • Purpose: The aim of the study was to investigate associations of spiritual well-being, attitude toward death, and quality of life among Alcoholics Anonymous (AA). Methods: This study was cross-sectional and descriptive in design. The data was collected from August to September 2018 with 133 AA members drawn from two provinces of South Korea. The data were analyzed using descriptive statistics, independent t-tests, one-way ANOVA with Turkey tests, Pearson's correlation coefficients, and hierarchical multiple linear regression analyses using SPSS/WIN 20.0 program. Results: The existential spiritual well-being (β=.52, p<.001), attitude toward death (β=.24, p<.001), dual diagnosis (β=-.17, p=.003), occupation (β=.12, p=.035) of the participants were significant factors, which explained 63.7% of the variance of quality of life. Conclusion: The study findings highlight the need to develop psychological nursing strategies to enhance the spiritual well-being and improve a positive attitude toward death based on the job and dual diagnosis among AA members to improve their better quality of life.

지역사회 정신보건 서비스를 이용하는 불면증을 동반한 만성 조현병 환자의 수면의 특징 (The Sleep Characteristics of Chronic Schizophrenia Patients with Insomnia in Community-based Mental Health Services)

  • 황동기;남민;이유진
    • 수면정신생리
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    • 제24권2호
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    • pp.97-105
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    • 2017
  • 목 적 : 본 연구의 목적은 불면증과 정신병적 증상이 지속되는 조현병 환자의 수면 장애와 연관된 요인과 수면의 특징을 평가하는 것이다. 방 법 : 지역사회 정신보건 시설에 거주 중이며 불면증과 정신병적 증상이 동반된 조현병 환자들이 참여하였다(n = 63). The Korean version of Insomnia Severity Index (ISIK)와 the Korean Version of Pittsburgh Sleep Quality Index (PSQI-K)와 같은 수면 척도가 평가되었고, ISI-K 점수가 15점 이상인 대상자들이 연구에 참여하였다. 정신병적, 불안, 우울 증상은 각각 Brief Psychotic Rating Scale (BPRS), the Korean Version of Anxiety Sensitivity Index (K-ASI) 그리고 the Korean Version of Beck Depression Inventory-I(K-BDI)로 평가하였다. 사회인구학적 자료와 ISI-K 그리고 PSQI-K 사이의 상관관계를 확인하기 위해 Pearson correlation analysis를 시행하였다. ISI-K와 PSQI-K에 영향을 미치는 각각의 요인을 확인하기 위하여 다중회귀분석으로 분석하였다. 결 과 : ISI-K와 PSQI-K의 평균 점수는 각각 $18.1{\pm}2.6$점과 $12.0{\pm}2.2$점이었다. Pearson correlation analysis 결과에서 발병 연령과 ISI-K사이의 음의 상관관계와 BPRS와 PSQI-K 사이, K-ASI와 모든 수면 척도 사이의 양의 상관관계를 확인하였다. ISI-K와 PSQI-K에 대해 K-ASI와 발병연령, K-ASI와 BPRS를 각각 단계적으로 입력한 모든 다중회귀분석에서 K-ASI만이 유의한 요인으로 남았다. 결 론 : 본 연구는 조현병 환자의 불면 증상이 우울 또는 정신병적 증상과 무관한 반면, 불안 증상과 관련이 있다는 점을 제안한다.

기억성 경도인지장애 및 알츠하이머 치매 환자에서 해마, 편도체, 뇌들보, 내후각 피질과 혈중 지질, 호모시스테인, 엽산 농도와의 연관성 (The Correlation of Levels of Serum Lipid, Homocysteine, and Folate with Volumes of Hippocampus, Amygdala, Corpus Callosum, and Thickness of Entorhinal Cortex in Patients with Amnestic Mild Cognitive Impairment or Dementia of Alzheimer's Type)

  • 이상준;김태형;허량;최승은;이봉주;김경미;이정구;김홍대;문치웅;김영훈
    • 생물정신의학
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    • 제22권4호
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    • pp.223-232
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    • 2015
  • Objectives In this study, the authors evaluated the correlation between levels of serum lipid, homocysteine, and folate with volumes of hippocampus, amygdala, corpus callosum, and in patients with amnestic mild cognitive impairment (aMCI) or Alzheimer's disease (AD) type. Methods The study recruited patients who visited the dementia clinic of Haeundae Paik Hospital in Korea between March 2010 and June 2014. Among those, patients who had taken the neurocognitive test, brain magnetic resonance imaing, tests for serum lipid, homocysteine, folate, and apolipoprotein E (APOE) genotyping and diagnosed with aMCI or AD were included for analysis. Bilateral hippocampus, entorhinal cortex, amygdala and corpus callosum were selected for region of interest (ROI). The cross-sectional relationships between serum lipid, homocysteine, folate and ROI were assessed by partial correlation analysis and multiple linear regression analysis. Results In patients with aMCI, old age (> 80) and APOE ${\varepsilon}4$ carrier were associated with AD [odds ration (OR) : 12.80 ; 95% confidence interval (CI) : 2.25-72.98 and OR : 4.48 ; 95% CI : 1.58-12.67, respectively]. In patients with aMCI or AD, volumes and thickness of ROI were inversely correlated with levels of serum lipid and homocysteine. In multiple linear regression analyses, higher total cholesterol level was related to lower left, right hippocampus volume and left amygdala volume ; higher low-density lipoprotein cholesterol was related to lower right entorhinal cortex thickness ; higher homocysteine level was related to lower corpus callosum volume. Conclusions Higher serum lipid and homocysteine levels are associated with decreased volume of hippocampus, amygdala, corpus callosum and entorhinal cortex thickness in patients with aMCI or AD. These findings suggest that serum lipid and homocysteine levels are associated with AD as a modifiable risk factor.

Pathologic Correlation of Serum Carcinoembryonic Antigen and Cytokeratin 19 Fragment in Resected Nonsmall Cell Lung Cancer

  • Lee, Seokkee;Lee, Chang Young;Kim, Dae Joon;Hong, Dae Jin;Lee, Jin Gu;Chung, Kyung Young
    • Journal of Chest Surgery
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    • 제46권3호
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    • pp.192-196
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    • 2013
  • Background: This study focused on the association between preoperative serum carcinoembryonic antigen (CEA) and cytokeratin 19 fragment (Cyfra 21-1) levels and pathologic parameters in patients with resected non-small-cell lung cancer (NSCLC). Materials and Methods: The records of 527 patients who underwent pulmonary resection of NSCLC were reviewed. The association between preoperative serum CEA and Cyfra 21-1 levels and variables that had p-values of less than 0.05 in a t-test or one-way analyses of variance was analyzed by multiple linear regression. Results: The mean serum CEA and Cyfra 21-1 levels prior to surgery were $6.8{\pm}23.1$ mg/dL (range, 0.01 to 390.8 mg/dL) and $5.4{\pm}12.3$ mg/dL (range, 0.65 to 140.2 mg/dL). The serum CEA levels were associated with tumor (T) and lymph node (N) stage and histology. The serum Cyfra 21-1 levels were associated with T stage, tumor size, and histology. Multiple linear regression indicated that serum CEA levels were associated with T (T3/4 vs. T1: ${\beta}$=8.463, p=0.010) and N stage (N2/3 vs. N0: ${\beta}$=9.208, p<0.001) and histology (adenocarcinoma vs. squamous cell: ${\beta}$=6.838, p=0.001), and serum Cyfra 21-1 levels were associated with tumor size (${\beta}$=2.579, p<0.001) and histology (squamous cell vs. adenocarcinoma: ${\beta}$=4.420, p=0.020). Conclusion: Serum CEA level was correlated with T and N stage, and Cyfra 21-1 with tumor size. CEA and Cyfra 21-1 showed histologic correlation. CEA is mainly elevated in adenocarcinoma and Cyfra 21-1 in squamous cell carcinoma. These results might be helpful for predicting pathologic status in preoperative NSCLC.

Customized maxillary incisor position relative to dentoskeletal and soft tissue patterns in Chinese women: A retrospective study

  • Zhou, Xueman;Zheng, Yingcheng;Zhang, Zhenzhen;Zhang, Zihan;Wu, Lina;Liu, Jiaqi;Yang, Wenke;Wang, Jun
    • 대한치과교정학회지
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    • 제52권2호
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    • pp.150-160
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    • 2022
  • Objective: To provide reliable prediction models based on dentoskeletal and soft tissue variables for customizing maxillary incisor positions and to optimize digitalized orthodontic treatment planning. Methods: This study included 244 Chinese women (age, 18-40 years old) with esthetic profiles after orthodontic treatment with fixed appliances (133 in group I: 1° ≤ The angle between the nasion [N]-A point [A] plane and the N-B point [B] plane [ANB] ≤ 4°; 111 in group II: 4° < ANB ≤ 7°). Dental, skeletal, and soft tissue measurements were performed on lateral cephalograms of the participants. Correlation and multiple linear regression analyses were used to determine the influence of dentoskeletal and soft tissue variables on maxillary incisor position. Results: The ideal anteroposterior position of the maxillary incisor varied between sagittal skeletal patterns. The position of the maxillary incisor correlated with the sagittal discrepancy between the maxilla and the mandible (ANB), protrusion of the midface, nasal tip projection, development of the chin, and inclination of both the maxillary and mandibular incisors. Distance from the maxillary central incisor to nasion-pogonion plane predicted using multiple linear regression analysis was accurate and could be a practical measurement in orthodontic treatment planning. Conclusions: Instead of using an average value or norm, orthodontists should customize a patient's ideal maxillary incisor position using dentoskeletal and soft tissue evaluations.

우리나라 증발접시 증발량과 Penman 증발량 추세 비교분석 (Comparisons of the Pan and Penman Evaporation Trends in South Korea)

  • 임창수
    • 대한토목학회논문집
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    • 제30권5B호
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    • pp.445-458
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    • 2010
  • 본 연구에서는 연 및 월별 기후요소와 지역특성이 증발접시 증발량과 Penman 증발량에 미치는 영향 차이를 분석하였다. 이를 위하여 우리나라 전국 52개 기상관측지점에서 관측된 연 및 월별 기후자료를 수집하여 추세분석을 실시하였고, 다변량 회귀분석 등을 실시하여 연구지역의 지리적 요소와 기후요소가 증발접시 및 Penman 증발량에 미치는 영향을 비교분석하였다. 단계입력방식의 다변량회귀분석 결과에 의하면 년별 증발접시 증발량의 경우 지리적 요소로서 도시화율이, 기후요소로서 기온, 습도, 풍속, 일사량 등이 포함되어 이들 지리적 및 기후요소의 영향을 받는 것으로 나타났고, 풍속에 의해서 가장 큰 영향을 받는 것으로 나타났다. 한편 Penman 증발량은 지리적 요소가 회귀식에 포함되지 않아서 지리적 요소의 영향을 받지 않는 것으로 나타났으나, 강수량을 제외한 다른 기후요소(기온, 습도, 풍속, 일사량)가 회귀식에 포함되어 이들 기후요소에 의해서 유의한 수준에서 영향을 받는 것으로 나타났다. 특히 풍속에 의해서 가장 큰 영향을 받는 것으로 나타났다. 또한 증발접시 증발량 추세의 경우 7월에 지리적 요소로서 해안근접성이 회귀식에 포함되어 증발접시 증발량 추세에 영향을 미치는 것으로 나타났지만 연별 및 다른 계절에서는 지리적 요소 및 기후요소가 회귀식에 포함되지 않아서 증발접시 증발량 추세에 큰 영향을 미치지 않는 것으로 나타났다. 한편 Penman 증발량 추세는 년별 및 월별 모두에서 지리적 요소가 회귀식에 포함되지 않아서 이들 지리적 요소에 의해서 영향을 받지 않는 것으로 나타났다.

농촌지역 성인들의 혈청 총콜레스테롤치 및 관련요인 (Serum total Cholesterol Levels and Related Factors in a Rural Adult Population)

  • 안순기;감신;진대구;김종연;천병렬
    • Journal of Preventive Medicine and Public Health
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    • 제35권3호
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    • pp.255-262
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    • 2002
  • Objectives : To investigate the fetal cholesterol levels and related factors in a rural adult population. Methods : 3,207 adults(1,272 men and 1,935 women) were examined in 1997 Their heights, weights, and fasting serum total cholesterol levels were measured, and their body mass indices were calculated. A questionnaire interviewing method was used to collect risk factor data. Results : The mean value of total cholesterol were 190.5 mg/dl, and 198.8 mg/dl, and the age-adjusted prevalence rates for hypercholesterolemia (above 240 mg/dl) were 13.7% and 10.2%, in men and women, respectively. From simple analyses, age, educational level, coffee intake, amount of meat and food intake, waist circumference, waist-hip circumference ratio(WHR), and body mass index(BMI) were significant risk factors in men (p<0.05) relating to serum total cholesterol levels. In women, age, educational level, hypertension history, diabetes history, herbal drug history, amount of feed intake, alcohol consumption, waist circumference, WHR, BMI, and menopausal status were significant risk factors (p<0.05). In multiple linear regression analyses, waist circumference (p<0.01), BMI (p<0.01), and coffee intake (p<0.05) proved to be significant risk factors in men. Whereas, menopausal status (p<0.01), BMI (p<0.01), herbal drug history (p<0.01), amount of food intake (p<0.05), waist circumference (p<0.05), and alcohol consumption (p<0.05) were significant risk factors in women. Conclusions : The significant risk factors, for both men and women, relating to the serum total cholesterol were waist circumference and BMI. Thus, for the reduction of serum total cholesterol level, it is recommended that health education for the control of obesity should be implemented.

송전선로 주변과 비주변 초등학생을 대상으로 극저주파 자기장 노출과 뇨중 멜라토닌 분비량간의 상관성 연구 (Relationship Between Urinary Melatonin Levels and Extremely Low Frequency Magnetic Fields for the Selected Primary Schoolchildren Living Nearby and Away from Overhead Transmission Power Line)

  • 조용성;김윤신;이종태;홍승철;장성기
    • 한국환경보건학회지
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    • 제30권3호
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    • pp.191-206
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    • 2004
  • The present study investigated the hypothesis that a extremely low frequency magnetic field partially suppresses the synthesis of melatonin in a group of 28 primary schoolchildren living nearby and 60 primary schoolchildren aged 12 years living far away from overhead transmission power lines from December 2003 to April 2004 in Seoul, Korea. The mean personal exposure levels of the primary schoolchildren living nearby overhead transmission power line were 0.37 ${\mu}$T, whereas the value for the primary schoolchildren living away from overhead transmission power line 0.05 mT. From simple analyses, the mean melatonin levels in the primary schoolchildren living nearby were lower than away from overhead transmission power line, but not statistically significant differences in the levels of the melatonin (p=0.2421), whereas the statistically significant differences in the levels of the melatonin related to the distance from residence to power line less and more than 100 m by cut-off point (p=0.0139). In multiple linear regression analyses, distance from residence to power line (p=0.0146) and dietary habit about burned meat (p=0.0170) proved to be significant risk factors in the mean nocturnal melatonin levels in the primary schoolchildren. In conclusion, these results demonstrate that urinary levels of nocturnal melatonin are not altered in primary schoolchildren exposed to extremely low frequency magnetic field(ELF-MF) at overhead transmission power line.