• 제목/요약/키워드: Panel regression model

검색결과 394건 처리시간 0.029초

고등학생의 건강 불균등 요인별 분해 (Decomposition of Health Inequality in High School Students)

  • 안병철;정효지
    • 한국학교보건학회지
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    • 제20권1호
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    • pp.63-75
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    • 2007
  • Purpose: With economic development and prolonged longevity, the level of health and health disparities have became growing concerns for individual and society as well. Since youth's health status are influenced by households' socioeconomic status and associated with heath status in later stage of life, assessing health inequality in the youth is a significant step toward lessening health disparity and promoting health. We measured health inequality in high school students and decomposed it into health factors. Methods: The subjects included 3,787 high school students of 12th graders from the Korea Education and Employment Panel (KEEP) in 2004. True health status was assumed as a latent variable and estimated by ordered logistic regression model. The predicted health was used as a measure of individual health after rPSraling to [0,1] interval. Total health inequality was then measured by Gini coefficient and was decomposed into health factors. Results: Health inequality in high school students was observed. Of total health inequality, 44% was explained by biological factors such as body mass index (BMI) (32.5%) and gender (13.5%). Behavioral factors such as smoking, drinking, physical activity, hours in bed and hours of computer ussge added to 11.7%. Household income and work experiences explained 5.6% and 8.8%, respectively. School satisfaction explained 14.6%. Other school related factors such as self-assessed achievement and experience of being bullied accounted for 15.5%. Conclusion: Among the health factors, biological factor was the most important contributor in health disparity. Other factors such as health behaviors, socioeconomic factors, school satisfaction and school related factors exhibited somewhat similar magnitude. For policy purposes, it is recommended to look into modifiable factors depending BM, gender and school surroundings.

공공조달 참여와 기업성장: 기업연령의 조절효과를 중심으로 (Participation in public procurement and firm growth : Focusing on the moderating effect of firm age)

  • 이민철;정태현
    • 기술혁신연구
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    • 제29권3호
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    • pp.91-119
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    • 2021
  • 공공조달에 대한 산업정책과 혁신정책 관점의 중요성이 최근 부각되고 있다. 특히, 공공조달이 중소기업의 성장과 혁신에 직접 영향을 끼치는지에 대한 논의와 연구가 있어 왔다. 이러한 연구의 연장선상에서, 본 연구는 공공조달에 참여하는 기업의 특성 중 기업의 연령이 성장에 대한 공공조달의 효과를 조절하는지를 분석한다. 분석 자료는 2006년부터 2017년까지 조달청 우수제품으로 지정된 약 1,247개 기업의 재무적 성과와 공공조달 매출 성과를 연계하여 구축하였다. 패널회귀모형을 통해 분석한 결과, 공공조달 참여 정도가 큰 기업일수록 높은 성장률을 보였을 뿐만 아니라, 이 관계는 젊은 기업일수록 더 강하게 나타났다. 이 결과는 공공조달의 효과에 대한 기존 학술적 논의에 기여할 뿐만 아니라 공공조달 정책 수립에 있어서도 의의를 가진다.

에너지바우처제도가 수급자 가구의 소비·지출에 미친 영향 연구 (A Study on the Effect of Energy Voucher Program on the Consumption and Expenditure of User Households)

  • 이현주;김지현
    • 한국융합학회논문지
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    • 제12권12호
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    • pp.331-338
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    • 2021
  • 본 연구는 에너지바우처제도가 서비스 이용자 가구의 소비·지출에 미친 영향을 파악하고자 하였다. 자료는 한국복지패널 10차년도(2015년)와 15차년도(2020년)을 이용하였다. 연구대상은 서비스를 이용한 실험군과 이용하지 않은 통제군으로 구성하였다. 집단간의 특성차이는 카이제곱검정 및 t-test를 이용하였으며, 다중이중차이회귀분석을 통해 소비·지출에 대한 영향을 파악하였다. 연구결과 에너지바우처제도 이용자 가구의 총생활비(𝛽=-5.37)와 보건의료비(𝛽=-2.37)는 감소하였으며, 기본비(𝛽=2.51)와 교육비(𝛽=0.54)는 증가하였다. 보건의료비와 기본비는 제도 효과에 통계적으로 유의한 차이가 있었다. 따라서 제도 효과를 증대시키기 위해서는 급여수준을 확대하고 급여대상자의 자격기준을 완화하는 제도개선이 요구된다.

Different Influence of Negative and Positive Spillover between Work and Life on Depression in a Longitudinal Study

  • Lee, Dong-Wook;Hong, Yun-Chul;Seo, Hwo-yeon;Yun, Je-Yeon;Nam, Soo-hyun;Lee, Nami
    • Safety and Health at Work
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    • 제12권3호
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    • pp.377-383
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    • 2021
  • Background: This study investigated the longitudinal associations between the degrees of positive and negative spillover in work-life balance (WLB) at baseline and reports of depressive mood at a 2-year follow-up in Korean women employees. Methods: We used a panel study design data of 1386 women employees who participated in the Korean Longitudinal Survey of Women and Families in both 2014 and 2016. Depressive mood was measured using the "10-item Center for Epidemiologic Studies Depression Scale." Associations between the positive and negative spillover in WLB at baseline and reports of new incidence of depressive mood at 2-year follow-up were explored using a multivariate logistic regression model. Results: Negative spillover in WLB at baseline showed a significant linear association with reports of depressive mood at 2-yearfollow-up after adjusting for age, education level, marital status, number of children, and positive spillover (P = 0.014). The highest scoring group in negative spillover (fourth quartile) showed a significant higher odds ratio of 1.95 compared with the lowest scoring group (first quartile; P = 0.036). Conclusion: Positive spillover in WLB showed a U-shaped association with depression. The degrees of positive and negative spillover in WLB among Korean women employees at baseline were associated with new incidence of depressive mood within 2 years. To prevent depression of female workers, more discrete and differentiated policies on how to maintain healthy WLB are required.

노인장기요양보험제도가 제도 이용자 가구의 소비·지출에 관한 연구 (Study on Long-Term Care Insurance on Consumption & Expenses among Beneficiary Households)

  • 이현주;김지현
    • 한국융합학회논문지
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    • 제10권9호
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    • pp.343-349
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    • 2019
  • 본 연구는 노인장기요양보험제도가 제도 이용자 가구의 소비 지출에 미친 영향을 평가하고자 한국복지패널 3차년도와 11차년도 조사자료를 이용하였다. 연구대상은 제도를 이용한 프로그램집단과 이용하지 않은 통제집단으로 구성하였다. 집단간 특성차이는 카이제곱검정과 t-test를 이용하였으며, 이중차이 다중회귀분석을 실시하여 소비지출에 대한 영향요인을 파악하였다. 연구결과 노인장기요양보험제도는 제도 이용자 가구의 보건의료비에 통계적으로 유의한 영향을 주어 보건의료비가 증가(${\beta}=3.06$)하는 효과가 나타났다. 그러나 총생활비, 기본비, 교육비, 교양오락비에서는 통계적으로 유의한 효과가 나타나지 않았다. 따라서 전반적인 제도의 효과를 나타내기 위해 본인부담금을 낮추고, 제도의 서비스의 내용과 질 향상을 높이도록 노력해야 할 것이다.

Associations Between Work Characteristics, Engaged Well-Being at Work, and Job Attitudes - Findings from a Longitudinal German Study

  • Brokmeier, Luisa L.;Bosle, Catherin;Fischer, Joachim E.;Herr, Raphael M.
    • Safety and Health at Work
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    • 제13권2호
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    • pp.213-219
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    • 2022
  • Objective: The Job Demand & Resources model suggests work characteristics are related to mental well-being and work engagement. Previous work describes the development of a combined construct 'engaged well-being at work' (EWB). To what extent changes in measures of this construct are responsive to changes in job demands and resources or associated with changes in job-related attitudes has not been established. Methods: Longitudinal employee-level data from three waves (German Linked Personnel Panel) were used. Logistic and linear fixed effects regression analyses explored longitudinal associations between changes in EWB for participants over a three-year period with changes in job demands and resources and job-related attitudes (job commitment, satisfaction, and turnover intentions). Results: While job resources were associated with increased odds for a change into a healthier and/or more engaged category of EWB, job demands reduced them. Job resources were more strongly related to higher EWB (ORrange = 1.22 - 1.61) than job demands (ORrange = 0.79 - 0.96). Especially psychological job demands showed negative associations with improved EWB (OR = 0.79). A change from the least desirable category 'disengaged strain' to any other category of EWB was associated with greater odds by up to 20.6 % for increased commitment and job satisfaction and lower odds for turnover intentions. Discussion: Improving work characteristics, especially job resources, could increase employees' EWB, emphasizing the importance of job characteristics for a healthy workplace. Because EWB seems to be associated with job attitudes, an improvement of this indicator would be relevant for employees and employers.

노인의 인지기능과 구강건강상태의 관련성: 고령화연구패널조사(Korean Longitudinal Study of Aging)를 중심으로 (Relevance between cognitive function and oral health status in the elderly: Focusing on Korean Longitudinal Study of Aging)

  • 김인자;문희정
    • 한국치위생학회지
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    • 제22권5호
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    • pp.333-340
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    • 2022
  • Objectives: This study aimed to confirm the association between cognitive function and oral health status in the elderly. Methods: In this study, 5,794 respondents, aged 55 or older, who had participated in the 7th aging research panel survey were used. Statistical analyses were performed using a complex samples cross-tabulation analysis, complex samples general linear model, and a complex sample multinomial logistic regression analysis. Results: After analyzing the cognitive function of the elderly according to their oral health conditions, it was found that suspicions of dementia (19.6%) and cognitive function decline (25.9%) were more common for those who wore dentures than for those who did not wear dentures (p<0.001). Compared to those who did not wear dentures, those who wore dentures were linked to a 1.665 times higher suspicion of dementia (p<0.001). In comparison, cognitive decline was 0.964 times lower when the number of natural teeth increased by 1, and it was 0.941 times lower when the oral health evaluation index for the elderly increased by 1 point (p<0.001). Conclusions: As a result of this study, it was confirmed that cognitive function and oral health status are related in the elderly. Therefore, systematic measures for oral health management and oral health promotion should be prepared in tandem with awareness of possible cognitive decline in the elderly.

한국 미충족 의료 니즈 수준 및 발생 사유의 거주지역 간 격차 분석과 정책적 시사점 (Exploring Regional Disparities in Unmet Healthcare Needs and Their Causes in South Korea: A Policy-Oriented Study)

  • 정우진
    • 보건행정학회지
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    • 제33권3호
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    • pp.273-294
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    • 2023
  • Background: Most developed countries are working to improve their universal health coverage systems. This study investigates regional disparities in unmet healthcare needs and their causes in South Korea. Additionally, it compares the unmet healthcare needs rate in South Korea with that of 33 European countries. Methods: The analysis incorporates information from 13,359 adults aged 19 or older, using data from the Korea Health Panel. The dependent variables encompass the experience of unmet healthcare needs and the three causes of occurrence: "burden of medical expenses," "time constraints," and "lack of care." The primary variable of interest is the region of residence, while control variables encompass 14 socio-demographic, health, and functional characteristics. Multivariable binary logistic regression analysis, accounting for the sampling design, is conducted. Results: The rate of unmet healthcare needs in Korea is 11.7% (95% confidence interval [CI], 11.0%-13.3%), which is approximately 30 times higher than that of Austria (0.4%). The causes of unmet healthcare needs, ranked in descending order, are "lack of care," "time constraints," and "burden of medical expenses." Predictive probabilities for experiencing unmet healthcare needs and each cause differ significantly between regions. For instance, the probability of experiencing unmet healthcare needs due to "lack of care" is approximately 10 times higher in Gangwon-do (13.5%; 95% CI, 13.0%-14.1%) than in Busan (1.3%; 95% CI, 1.3%-1.4%). The probability due to "burden of medical expenses" is approximately 14 times higher in Seoul (4.1%; 95% CI, 3.6%-4.6%) compared to Jeollanam-do (0.3%; 95% CI, 0.2%-0.4%). Conclusion: Amid rapid sociodemographic transitions, South Korea must make significant efforts to alleviate unmet healthcare needs and the associated regional disparities. To effectively achieve this, it is recommended that South Korea involves the National Assembly in healthcare policy-making, while maintaining a centralized financing model and delegating healthcare planning and implementation to regional authorities for their local residents-similar to the approaches of the United Kingdom and France.

김·미역 양식의 기후변화 피해비용 분석 (Analysis of the Costs of Climate Change Damage to Laver and Sea Mustard Aquaculture in Korea)

  • 윤유진;김봉태
    • 수산경영론집
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    • 제54권2호
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    • pp.045-058
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    • 2023
  • This study aims to analyze the cost of climate change damages to laver and sea mustard aquaculture, which are considered to be highly vulnerable to climate change in Korea. For this purpose, the correlation between aquaculture production and climate factors such as water temperature, salinity, air temperature, and precipitation was estimated using a panel regression model. The SSP scenario was applied to predict the changes in production and damage costs due to changes in future climate factors. As a result of the analysis, laver production is predicted to decrease by 18.0-27.2% in 2050 and 20.6-61.6% in 2100, and damage costs are predicted to increase from 29.7-50.8 billion KRW in 2050 to 35.7-116.1 billion KRW in 2100. Sea mustard production is projected to decrease by 24.5-37.2% in 2050 and 24.0-34.5% in 2100, with similar damage costs of 41.1-61.8 billion KRW and 41.1-58.6 billion KRW, respectively. These damage costs are expected to occur in the short term as damage caused by fishery disasters such as high temperatures, and in the long term as a decrease in production due to changes in aquaculture sites. Therefore, measures such as strengthening the forecasting system to prevent high-temperature damage, developing high-temperature-resistant varieties, and relocating fishing grounds in response to changes in aquaculture sites will be necessary.

Updating Korean Disability Weights for Causes of Disease: Adopting an Add-on Study Method

  • Dasom Im;Noor Afif Mahmudah;Seok-Jun Yoon;Young-Eun Kim;Don-Hyung Lee;Yeon-hee Kim;Yoon-Sun Jung;Minsu Ock
    • Journal of Preventive Medicine and Public Health
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    • 제56권4호
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    • pp.291-302
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    • 2023
  • Objectives: Disability weights require regular updates, as they are influenced by both diseases and societal perceptions. Consequently, it is necessary to develop an up-to-date list of the causes of diseases and establish a survey panel for estimating disability weights. Accordingly, this study was conducted to calculate, assess, modify, and validate disability weights suitable for Korea, accounting for its cultural and social characteristics. Methods: The 380 causes of disease used in the survey were derived from the 2019 Global Burden of Disease Collaborative Network and from 2019 and 2020 Korean studies on disability weights for causes of disease. Disability weights were reanalyzed by integrating the findings of an earlier survey on disability weights in Korea with those of the additional survey conducted in this study. The responses were transformed into paired comparisons and analyzed using probit regression analysis. Coefficients for the causes of disease were converted into predicted probabilities, and disability weights in 2 models (model 1 and 2) were rescaled using a normal distribution and the natural logarithm, respectively. Results: The mean values for the 380 causes of disease in models 1 and 2 were 0.488 and 0.369, respectively. Both models exhibited the same order of disability weights. The disability weights for the 300 causes of disease present in both the current and 2019 studies demonstrated a Pearson correlation coefficient of 0.994 (p=0.001 for both models). This study presents a detailed add-on approach for calculating disability weights. Conclusions: This method can be employed in other countries to obtain timely disability weight estimations.