• Title/Summary/Keyword: Moderate Regression

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Genetic analysis of milk production traits of Tunisian Holsteins using random regression test-day model with Legendre polynomials

  • Zaabza, Hafedh Ben;Gara, Abderrahmen Ben;Rekik, Boulbaba
    • Asian-Australasian Journal of Animal Sciences
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    • v.31 no.5
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    • pp.636-642
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    • 2018
  • Objective: The objective of this study was to estimate genetic parameters of milk, fat, and protein yields within and across lactations in Tunisian Holsteins using a random regression test-day (TD) model. Methods: A random regression multiple trait multiple lactation TD model was used to estimate genetic parameters in the Tunisian dairy cattle population. Data were TD yields of milk, fat, and protein from the first three lactations. Random regressions were modeled with third-order Legendre polynomials for the additive genetic, and permanent environment effects. Heritabilities, and genetic correlations were estimated by Bayesian techniques using the Gibbs sampler. Results: All variance components tended to be high in the beginning and the end of lactations. Additive genetic variances for milk, fat, and protein yields were the lowest and were the least variable compared to permanent variances. Heritability values tended to increase with parity. Estimates of heritabilities for 305-d yield-traits were low to moderate, 0.14 to 0.2, 0.12 to 0.17, and 0.13 to 0.18 for milk, fat, and protein yields, respectively. Within-parity, genetic correlations among traits were up to 0.74. Genetic correlations among lactations for the yield traits were relatively high and ranged from $0.78{\pm}0.01$ to $0.82{\pm}0.03$, between the first and second parities, from $0.73{\pm}0.03$ to $0.8{\pm}0.04$ between the first and third parities, and from $0.82{\pm}0.02$ to $0.84{\pm}0.04$ between the second and third parities. Conclusion: These results are comparable to previously reported estimates on the same population, indicating that the adoption of a random regression TD model as the official genetic evaluation for production traits in Tunisia, as developed by most Interbull countries, is possible in the Tunisian Holsteins.

A Study of Pain, Self-esteem, perceived Health Status, and Self-efficacy in Patients with Chronic Arthritis (만성관절염 환자의 통증, 자아존중감, 건강상태 지각과 자기효능감에 관한 연구)

  • Sohng Kyeong Yae;Kang Sung Sil;Yoo Yang Sook
    • Journal of Korean Public Health Nursing
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    • v.15 no.1
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    • pp.111-124
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    • 2001
  • This study was conducted to identify the characteristics of pain, self-esteem, perceived health status, and self-efficacy and its influencing factors in patients with chronic arthritis. The data were obtained from 104 patients with chronic arthritis registered in one university hospital in Seoul, from May to August, 2000. For analysing the data, SAS program was used for t-test, ANOVA, Scheffe test, Pearson correlation, and stepwise multiple regression. The results were as follows: 1. The variables which showed significant difference with pain were sex, number of painful joints. 2. The variables which showed significant difference with perceived health status were age, diagnosis. number of painful joints. 3. The variables which showed significant difference with self-efficacy were duration of disease, number of painful joints. quality of sleeping. 4. Moderate negative correlation were observed between pain and perceived health status, self-efficacy, and low positive correlation was observed between self-esteem and perceived health status. Also self-esteem revealed moderate positive correlation with self-efficacy, and moderate positive correlation was observed perceived health status and self-efficacy. 5. The predictors to explain self-efficacy were number of painful joints, self-esteem, duration of disease, duration of exercise and pain. These predictors explained $36.05\%$ of variance of self-efficacy. In conclusion, the nursing intervention to improve self-efficacy for chronic arthritis patients focused not only physiological symptoms such as pain. but also psychosocial factors such as self-esteem.

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Leadership Style of Medical Record Directors at General Hospitals and it's Effect on the Organizational Commitment and Job Satisfaction (리더십 유형이 구성원의 조직몰입과 직무만족에 미치는 영향 : 종합병원 의무기록실을 대상으로)

  • Choi, Su Yon;Choi, Jae Wook;Lee, Joon Young;Choi, Soo Mi;Yoo, Hyo Soon;Shin, Eui Chul
    • Quality Improvement in Health Care
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    • v.10 no.2
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    • pp.144-153
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    • 2003
  • 1) Background: The hospitals of modem society, like any other business entities, have to constantly strive to secure their survival from aggressive changes and competition outside. In this unstable environment, effective leadership is one of the most effective strategies for securing organization's growth as well as stability. This study investigated types of leadership (transformational or transactional) that is dominant in medical record departments and compared it's effects on organizational commitment and job satisfaction of their organizational members by types. 2) Method: A questionnaire was developed and mailed to all medical record administrators working at general hospitals throughout the country except department directors (N=450). Of these, 150 useable questionnaires were returned and analyzed by t-test, multiple regression analysis using SPSS. 3) Results: The organizational commitment and job satisfaction were a little bit higher than moderate level, and that of leadership perceived by medical record administrators was also in moderate level throughout types. Significant characteristics (positively) related to organizational commitment and job satisfaction by univariate analysis were marital status (married), position (middle management) and both type of leadership. However transformational leadership was the only significant factor in leadership styles after considering all the factors related to organizational commitment and job satisfaction together by multivariate analysis. 4) Conclusion: The average organizational commitment and job satisfaction of medical record administrators was just in moderate level. Efforts should be made to increase them by improving leadership capacity of medical record directors, primarily by using transformational leadership approach.

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Alcohol Consumption and the Coronary Heart Disease-Related Risk Factors in Korean Adults;the Third Korea National Health and Nutrition Examination Survey (KNHANES III), 2005 (한국인에서 알코올 섭취가 관상동맥질환 관련 위험요인에 미치는 영향;국민건강영양조사 제3기 (2005년))

  • Park, Sung-Hee;Kang, Young-Hee;Park, Hyun-Young
    • Journal of Nutrition and Health
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    • v.41 no.3
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    • pp.232-241
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    • 2008
  • Moderate alcohol consumption has been known to be associated with reduced risk for coronary heart disease (CHD). We assessed the association between alcohol consumption and CHD-related risk factors [hypertension, diabetes mellitus (DM) , high total cholesterol, high triglyceride (TG), low HDL-cholesterol (HDL-C), and high LDL-cholesterol (LDL-C)] in Korean. After excluding those with extreme intake values, the number of final subjects included in the analysis was 4,662 Korean adults aged over 20 years (1,961 men, 2,701 women) who participate in the 2005 Korean National Health and Nutrition Examination Survey. The subjects were divided into four or five groups; none-alcohol consumption group, moderate alcohol consumption group (<15 or 15.0-29.9 g/d), heavy alcohol consumption group (30-69.9 g/d or ${\geq}$ 70 g/d in men, ${\geq}$ 30 g/d in women). Odds ratios (ORs) were estimated from logistic regression adjusting for potential covariates. Alcohol consumption was inversely associated with low HDL-C in both men and women. However, heavy alcohol intake (${\geq}$ 70 g/d) significantly increased risk for hypertension, DM, and hypertriglyceridemia in men. The frequency of alcohol intake was also associated with CHD risk. The risk for low HDLC was decreased with alcohol consumption (${\geq}$ 1 times/wk), but frequent alcohol intake (${\geq}$ 4 times/wk) increased the risk for hypertension. This study revealed that moderate alcohol consumption has protective effect on CHD-related risk factors in Korean population.

A Study of the Family Caregiver's Burden for the Senile Dementia in a Rural Area (일부 농촌 지역 치매노인 가족의 부양부담에 관한 연구)

  • Jang, In-Sun
    • Journal of Home Health Care Nursing
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    • v.2
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    • pp.60-76
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    • 1995
  • The purpose of this study was to analysis level on family caregiver's burden for the elderly with senile dementia in a rural area and to choose priority care group, thereby facilitating the development of interventions to reduce the caregiver's burden. For this purpose, data were collected by questionaire from June 10 to October 8, 1994. The instruments for data collection were Caregiver Burden Inventory by Novak(1989) and Zarit et al(1982), severity of dementia by Hughes Scales (1982), ADL by Lawton (1971), patients' family caregiving activity by pre-survey and reference review(Lee, 1993 ; Jang, 1990 ; Yoo, 1982). The subjects were 60 family caregiver of senile dementia in a rural area. The data was analysed by the use of t-test, ANOVA, correlation and multiple regression. The results were as follows : 1. Total burden was evaluated over average, the mean of family burden was 61.24. 2. Significant variables which were correlated to the family caregiver's burden were the severity of dementia(F=30.52, p<0.001), ADL(F=5.43, p<0.01), PADL(F=6.14, p<0.01), caregiver's health status(F=6.05, p<0.01), a view of patient's prognosis(F=4.08, p<0.05), the number of hours per day spent on caregiving(F=19.64, p<0.001), level of intimacy of caregiver and patients(F=7.16, p<0.001), the frequency of caregiving activity(F=5.31, p<0.01). 3. ADL was the most important predictor to family caregiver burden(R2=0.6611). In addition to this, the severity of dementia, level of intimacy of caregiver and patient, relationship with the patient accounted for 79% of family caregiver burden. 4. The criteria of priority care group were as follows ; the mean of family caregiver burden was above 58, above of moderate ADL, the number of hours per day spent on caregiving above of 8 hours, above of moderate dementia. By the the severity of dementia, number of priority care group, mild dementia was 10(43.4%), moderate dementia 23 (92.0%), sever dementia 12(100.0%).

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Influence of Depression on Psychological Death Anxiety of the Elderly: Moderate Effect of Self-esteem (노인의 우울감과 죽음불안 간 관계에서 자아존중감의 조절효과)

  • Oh, Se-Geun;Cho, Joon;Kim, Young-Hee;Choi, Jung-Min
    • The Journal of the Korea Contents Association
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    • v.12 no.2
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    • pp.243-254
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    • 2012
  • The purpose of this study was to examine the relationship between the depression and death anxiety of The Elderly, to explore the moderate effect of self-esteem on those relationship and to suggest practical implications for social work services for those the elderly. Data for this study were collected through the use of a survey instrument completed by 146 samples over 60 years of age. Collected data were analysed by moderated multiple regression. The findings of this study were as follows: First, this study provided clear evidence that the depression was very important variable which affected on death anxiety of The Elderly. Second, the self-esteem had moderate effect on relationship between depression and death anxiety. Based on these findings, the research discussion reinforced the importance of depression management, self-esteem and suggested effective intervention programs.

The Impact of Job Stress and Job Satisfaction on Workforce Productivity in an Iranian Petrochemical Industry

  • Hoboubi, Naser;Choobineh, Alireza;Ghanavati, Fatemeh Kamari;Keshavarzi, Sareh;Hosseini, Ali Akbar
    • Safety and Health at Work
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    • v.8 no.1
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    • pp.67-71
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    • 2017
  • Background: Job stress and job satisfaction are important factors affecting workforce productivity. This study was carried out to investigate the job stress, job satisfaction, and workforce productivity levels, to examine the effects of job stress and job satisfaction on workforce productivity, and to identify factors associated with productivity decrement among employees of an Iranian petrochemical industry. Methods: In this study, 125 randomly selected employees of an Iranian petrochemical company participated. The data were collected using the demographic questionnaire, Osipow occupational stress questionnaire to investigate the level of job stress, Job Descriptive Index to examine job satisfaction, and Hersey and Goldsmith questionnaire to investigate productivity in the study population. Results: The levels of employees' perceived job stress and job satisfaction were moderate-high and moderate, respectively. Also, their productivity was evaluated as moderate. Although the relationship between job stress and productivity indices was not statistically significant, the positive correlation between job satisfaction and productivity indices was statistically significant. The regression modeling demonstrated that productivity was significantly associated with shift schedule, the second and the third dimensions of job stress (role insufficiency and role ambiguity), and the second dimension of job satisfaction (supervision). Conclusion: Corrective measures are necessary to improve the shift work system. "Role insufficiency" and "role ambiguity" should be improved and supervisor support must be increased to reduce job stress and increase job satisfaction and productivity.

The Relationship between the Perceived Career Barriers on the Career Compromise: Focused on the Moderate Effect on the Self-Efficacy (인지된 진로장벽이 진로타협에 미치는 영향 자기효능감의 조절효과를 중심으로)

  • Jang, Woojung
    • Journal of the Korea Convergence Society
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    • v.9 no.11
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    • pp.325-331
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    • 2018
  • The purpose of this study is to examine the influence of perceived career barriers to career compromise of university students who are looking for jobs. In this research, career barriers are classified interior barriers and exterior barriers and the moderate effect was verified on the relation between both barriers and career compromise. The collected 280 survey sheets were analyzed using regression analysis. As results, both career barriers affect on the career compromise positively. And self-efficacy has a moderate effect on the relation between career barriers and career compromise. These findings show that self-efficacy can help students overcome their career barriers. In the further studies, it is necessary to examine whether the employee' job satisfaction and turnover rate are related to self-efficacy.

Analysis of Prevalence of Anemia according to Severity of Atopic Dermatitis (아토피 피부염 심각도에 따른 빈혈 유병률 비교 분석)

  • Yun, Dai;Chang, Ji-Eun;Rhew, Kiyon
    • Korean Journal of Clinical Pharmacy
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    • v.30 no.4
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    • pp.264-269
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    • 2020
  • Background: Inflammatory diseases can increase the prevalence of anemia. Recent studies confirmed that the prevalence of anemia is increased by atopic dermatitis (AD), a chronic inflammatory disease. Therefore, we aimed to elucidate the correlation between AD severity and prevalence of anemia. Methods: We used data of pediatric patients from the Health Insurance Review and Assessment Service (HIRA-PPS-2016). We included pediatric patients (<18 years) with AD diagnosis who were prescribed medications for AD. We applied a propensity score method with inverse probability of treatment weighting (IPTW) adjusting for differences in prevalence of confounders and performed IPTW logistic regression to evaluate associations between the anemia and severity of AD. Results: In total, 91,501 patients (mild AD: 47,054 patients; moderate-to-severe AD: 44,447 patients) <18 years who were prescribed drugs for AD were analyzed. Analysis of the probability of patients with mild AD and prevalence of anemia as a reference revealed an odds ratio (OR) of 1.159 (95% CI, 1.109-1.212; p<0.001) in moderate-to-severe AD patients, indicating a correlation between anemia prevalence and AD severity. Subgroup analysis according to gender, age group, and type of health insurance revealed there was an association between AD severity and anemia except in patients equal or older than 7 years. Conclusion: The prevalence of anemia increased with AD severity despite adjusting for confounding factors. Our results support the hypothesis that AD can cause anemia, and anemia prevalence could be increased in severe AD patients. Further studies are needed to establish a pathological basis.

Association of Mental Health and Health-Related Quality of Life with Household Food Insecurity Status among a Representative Korean Population (가구 식품불안정 상태와 정신건강 및 건강 관련 삶의 질과의 연관성)

  • Kim, Yu-Jin;Park, Jong Eun;Kim, So Young;Park, Jong-Hyock
    • Health Policy and Management
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    • v.32 no.2
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    • pp.216-227
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    • 2022
  • Background: Food insecurity may contribute to mental health indicators such as stress, anxiety, or depression. We investigated whether food insecurity was associated with mental health indicators and health-related quality of life (HRQoL) in a representative sample of the Korean population. Methods: This study enrolled 12,987 adults without a history of medically serious disease from the 2012, 2013, and 2015 Korea National Health and Nutrition Examination Survey. Household food security status was categorized as "food security," "mild food insecurity," and "moderate/severe food insecurity." The association between mental health and HRQoL was evaluated using a multivariate logistic regression model with food security as the reference group. Results: The adjusted odds ratio of adverse mental health or low HRQoL increased significantly in mild or moderate/severe food insecurity compared to food security. In the moderate/severe food insecurity group, it was 1.98% (95% confidence interval [CI], 1.31-2.99) higher for perceived stress, 3.58% (95% CI, 2.44-5.26) higher for depression symptoms, 4.16% (95% CI, 2.68-6.45) higher for suicidal ideation, and 2.81% (95% CI, 1.91-4.15) higher for quality of life. Conclusion: Food insecurity was strongly associated with negative mental health status and poor HRQoL. There is a need for a dietary support program that provides psychosocial support to those experiencing food insecurity.