• Title/Summary/Keyword: moderate regression

검색결과 703건 처리시간 0.027초

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

  • 장인순
    • 가정간호학회지
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    • 제2권
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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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노인의 우울감과 죽음불안 간 관계에서 자아존중감의 조절효과 (Influence of Depression on Psychological Death Anxiety of the Elderly: Moderate Effect of Self-esteem)

  • 오세근;조준;김영희;최정민
    • 한국콘텐츠학회논문지
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    • 제12권2호
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    • pp.243-254
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    • 2012
  • 본 연구는 노인이 인지하는 우울감과 죽음불안 간 관계에서 자아존중감의 조절효과를 검증하여, 노인의 죽음불안을 감소시키기 위한 실천전략의 근거를 제시하고자 하는 데 그 목적이 있다. 조사는 전라남도 12개 지역 총 146명을 대상으로 2011년 5월~7월에 실시하였다. 연구결과 첫째, 노인이 인지하는 우울감은 죽음불안과 유의미한 관계가 있는 것으로 나타나, 우울감이 높을수록 죽음불안이 높은 것으로 분석되었다. 둘째, 우울감과 죽음불안의 관계에 자아존중감이 조절효과를 가지는 것으로 나타났다. 즉, 우울감이 자아존중감과 상호작용할 때, 노인이 인지하는 죽음불안이 감소하는 것으로 나타났다. 본 연구결과에 기반하여, 노인의 죽음불안 관리를 위한 노인의 우울관리와 자아존중감을 향상시키기 위한 실천적 제언을 하였다.

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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    • 제8권1호
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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.

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

  • 장우정
    • 한국융합학회논문지
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    • 제9권11호
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    • pp.325-331
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    • 2018
  • 본 연구는 취업을 앞둔 대학생들을 대상으로 인지된 진로장벽을 내적장벽과 외적장벽으로 분류하고 진로타협과의 관계를 파악한 후 자기효능감의 조절효과를 융합적으로 검증하는데 그 목적이 있다. 이를 위해 전국의 대학생들을 대상으로 인지된 진로장벽 및 진로타협에 관한 설문조사를 실시하였고 최종적으로 SPSS 20.0 프로그램을 이용해 280부를 회귀 분석하였다. 인지된 내적장벽과 인지된 외적장벽은 모두 진로타협과 정의 상관관계를 보였으며, 조절변수로서의 자기효능감 역시 진로장벽과 진로타협간의 관계에서 조절효과가 있음이 검증되었다. 이는 자기효능감은 인지된 진로장벽을 극복할 수 있는 원동력이 되므로 자기효능감을 높이는 교육이 학생들의 진로개발에 도움이 될 수 있음을 시사한다. 추후 연구에서는 현재 근무 중인 졸업생들의 직장만족도 및 이직률이 자기효능감과 관련이 있는지에 대해 검증해 볼 필요가 있다.

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

  • 윤다이;장지은;유기연
    • 한국임상약학회지
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    • 제30권4호
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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.

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

  • 김유진;박종은;김소영;박종혁
    • 보건행정학회지
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    • 제32권2호
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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.

Association Between Initiation of Rehabilitation and Length of Hospital Stay for Workers with Moderate to Severe Work-Related Traumatic Brain Injury

  • Suk Won Bae;Min-Yong Lee
    • Safety and Health at Work
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    • 제14권2호
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    • pp.229-236
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    • 2023
  • Background: In workers with moderate to severe work-related traumatic brain injury (wrTBI), this study aimed to investigate the effect of the timing of rehabilitation therapy initiation on the length of hospital stay and the factors that can influence this timing. Methods: We used data obtained from the Republic of Korea's nationwide Workers' Compensation Insurance. In the Republic of Korea, between the years 2010 and 2019, a total of 26,324 workers filed a claim for compensation for moderate to severe wrTBI. Multiple regression modeling was performed to compare the length of hospital stay according to the timing of rehabilitation therapy initiation following wrTBI. According to the timing of the initiation of rehabilitation therapy following TBI, the proportions of healthcare institutions that provided medical care during each admission step were compared. Results: The length of hospital stay for workers who started rehabilitation therapy within 90 days was significantly shorter than that for workers who started rehabilitationment were first admitted to tertiary hospitals. Approximately 39% of patients who received delayed rehabilitation treatment were first admitted to general hospitals, and 28.5% were first admitted to primary hospitals. Conclusions: Our findings demonstrate the importance of early rehabilitation initiation and that the type of healthcare institution that the patient is first admitted to after wrTBI may influence the timing of rehabilitation initiation. The results of this study also emphasize the need to establish a Worker's Compensation Insuranceespecialized rehabilitation healthcare delivery system.

한국인에서 비만에 따른 신체활동와 치주질환과의 연관성 (Association between physical activity and periodontitis as stratified by obesity in Koreans)

  • 김미선;신혜선
    • 대한치위생과학회지
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    • 제6권1호
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    • pp.65-76
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    • 2023
  • 연구의 배경 및 목적: 본 연구의 목적은 한국인에서 신체활동과 치주염 사이의 연관성을 조사하는 것이다. 연구방법: 국민건강영양조사 2012년과 2013년 자료를 활용하여 우리나라 성인 9,191명에 대해 분석하였다. 치주 상태 조사는 지역사회치주요양필요지수(Community Periodontal Index, CPI)를 이용하여 CPI 3과 4를 치주염으로 정의하였다. 신체활동은 단축형 국제신체활동설문(International Physical Activity Questionnaire-Short Form, IPAQ-SF)을 이용하여 걷기 활동, 중등도 활동, 격렬한 활동으로 분류하여 분석하였다. 주요 변수간의 연관성은 로지스틱 회귀분석을 적용하였고, 비만 변수에 대해 층화분석을 적용하였다. 모든 분석은 성별에 따른 신체활동 수준의 차이가 있으므로 남녀를 나누어 분석하였다. 결과: 남성에서 치주염 유병률은 33.9%, 여성에서 치주염 유병률은 22.2%였다. 격렬한 신체활동과 중등도 신체활동을 하는 여성그룹에서 치주염 유병률이 각각 28% (OR=0.72, 95% CI=0.54-0.95), 34% ((OR=0.66, 95% CI=0.44-0.98) 낮았다. 반면 남성에서는 유의한 연관성을 보이지 않았다. 비만인 여성그룹에서는 중등도 활동을 한 그룹에서 65% (OR=0.35, 95% CI=0.18-0.67)의 더 높은 신체활동 감소와 연관성이 있었다. 결론: 본 연구조사 결과 중등도 신체활동은 치주염과 음의 연관성(inverse association)이 있다는 것을 보여주었다. 비만 여성에서는 중등도 신체활동이 치주염과 독립적으로 연관성이 있고 비만 변수가 효과변경인자(effect modifier)가 된다는 것을 확인하였다.

다중선형회귀모형에 의한 지표면 광대역 방출율 산출 (Calculation of Surface Broadband Emissivity by Multiple Linear Regression Model)

  • 조은수;이규태;정현석;김부요;조일성
    • 한국지구과학회지
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    • 제38권4호
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    • pp.269-282
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    • 2017
  • 이 연구에서는 Earth Observing System Terra 위성에 탑재된 Moderate Resolution Imaging Spectroradiometer (MODIS) 협대역 방출율(채널 29, 30, 31) 자료와 다중선형회귀모형을 이용하여 지표면 광대역 방출율을 추정하였다. 다중선형회귀모형 도출 및 검증을 위한 분광 방출율 자료는 MODIS University of California, Santa Barbara와 Advanced Spaceborne Thermal Emission and Reflection Radiometer spectral library의 307종(토양 123종, 식생 32종, 물 19종, 인위적 재료 43종, 바위 90종)을 사용하였다. 도출된 다중선형회귀모형의 결정계수($R^2$)는 0.95 (p<.001)로 높게 나타났고 또한 이 모형 결과와 이론적 광대역 방출율 값의 평균제곱근오차(Root Mean Square Error)는 0.0070이었다. 그리고 이 연구 결과에 따라 계산된 지표면 광대역 방출율을 선행 연구 Wang et al. (2005)의 결과와 비교하였다. 그 결과 아시아, 아프리카, 오세아니아 지역에서 이 연구와 Wang et al. (2005)의 결과에 대한 1월 평균 지표면 광대역방출율의 평균제곱근오차는 0.0054이었고 최소와 최대 편차는 각각 0.0027과 0.0067이었으며 이러한 통계 값은 8월에도 유사하였다. 이 연구에서 다중선형회귀모형에 의하여 계산한 지표면 광대역 방출율은 Wang et al. (2005)의 값과 큰 차이가 없이 비교적 정확하게 산출되었으나 산출 정확성 향상을 위해서는 토지피복특성에 따른 차별화된 회귀모형 적용 필요성이 제기된다.

Relationship Between HbA1c and Estimated Average Glucose by Hemoglobin Concentration of Diabetic Patients

  • Kwon, Se-Young;Na, Young-Ak
    • 대한임상검사과학회지
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    • 제43권4호
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    • pp.171-178
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    • 2011
  • Glycated hemoglobin ($HbA_{1c}$) is a most preferably used baseline of diabetes, implicating average blood glucose levels over a 2-3 month period of time. Recently the American Diabetes Association has recommended the $HbA_{1c}$ assay as one of the criteria for diabetes. Although some studies provide data with "estimated average glucose", by converting the $HbA_{1c}$ results from simple linear regression, the results are not applicable to whole diabetes. We compared the relationship between $HbA_{1c}$ and estimated average glucose by anemia degree of diabetic patients in Korea. The data from the 2008~2009 Korean National Health and Nutrition Examination Survey were used. Analysis was done for 1,257 diabetes subjects with $HbA_{1c}$ results. The distribution of subjects was 34.1% in 60's, 25.9% in 70's, 21,6% in 50's, showing that there was more than 80% in over 50's. To take a close look of the differences depending on the anemic degree, we applied WHO criteria (hemoglobin<13.0 in men and hemoglobin<12.0 in women) and divided anemia degree. The regression equation for A1c and estimated average glucose was $eAG_{mg/dL}=24.3{\times}A1c-32.0$ ($R^2=0.54$, p<0.001) in all subjects, $eAG_{mg/dL}=33.1{\times}A1c-96.1$ ($R^2=0.52$, p<0.001) in slight anemia ($11.0{\leq}$Hb<13.0 in men, $10.0{\leq}$Hb<12.0 in women), and $eAG_{mg/dL}=13.5{\times}A1c+34.9$ ($R^2=0.12$, p =0.075) in moderate anemia (Hb<11.0 in men, Hb<10.0 in women). The regression was not significant in moderate anemia. The relationship between HbA1c and eAG was lower correlation than ADAG study, and eAG showed lower value in all ranges among $HbA_{1c}$ 5~13%. Such as a korea where, there are many diabetic patients among the old aged and higher prevalence rate of anemia, we should be extra careful when we reflect eAG using $HbA_{1c}$ and need to establish criteria which can be applicable to koreans.

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