• 제목/요약/키워드: Propensity matching analysis

검색결과 151건 처리시간 0.028초

입학사정관제 전형 입학자와 수능중심 전형 입학자간의 학업성취도 비교분석 (Do students selected by specially trained admission officers show better performance in college?)

  • 최석준;김병수
    • 한국산학기술학회논문지
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    • 제11권11호
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    • pp.4220-4227
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    • 2010
  • 최근 입학사정관제에 대한 여러 가지 논의가 대두되고 있으나, 입학사정관제로 뽑힌 학생들의 대학 입학 후 학업성과에 대한 연구는 거의 이루어지지 않고 있다. 본 논문은 이 주제에 대해 서울 시내 한 대학의 협조로 그 대학의 2009년 입학생 데이터를 이용해 입학사정관 입학생과 일반전형 입학생 간의 입학당시 성적과 입학후 1년간의 학업성과에 대해 분석하였다. 해당 데이터를 분석한 결과 두 가지 주안점이 밝혀졌다. 입학당시 입학사정관 전형 입학생은 일반전형 입학생에 비해 뚜렷하게 떨어지는 학업성과를 보였다. 그러나 입학후 1년간의 평균학점 분석에서 두 전형 입학생 사이에 통계적으로 유의한 학점 차이는 나타나지 않았다. 이 결과는 입학사정관제가 잠재력 있는 학생을 선발하는 효과적인 방법 중 하나라는 사실을 보여준다.

Positive Factors for Return to Work After Accidents: Health Awareness, Consultation with Doctors, and Personal Characteristics of Workers

  • Kang, Dongsuk
    • Safety and Health at Work
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    • 제13권1호
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    • pp.32-39
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    • 2022
  • Background: Industrial accidents can determine the overall level and quality of the work environment in industries and companies that contribute to national economic development. Korea has transformed the country from an international aid recipient to a donor country, but it has ranked first among the Organisation for Economic Co-operation and Development member countries in the number of fatal industrial accidents. Little has been known about the policy effects in terms of the workers' insurance for their industrial accidents and rehabilitation. This study raises two research questions about the influence of workers' personal characteristics and vocational rehabilitation services on their return to workplaces. Methods: The study implements weighted logistic regression analysis using propensity score matching. This research utilizes the relevant dataset (3,924 persons) of Korea's industrial accident and insurance. Results: The findings show that the level of workers' awareness of health recovery and their counseling for rehabilitation by physicians had positive effects on their return to work. Environmental factors such as workers' job stability at the time of industrial accidents and the temporal effects of industrial accidents (e.g., the level of disability, their age) had negative impacts on their return to work. Conclusions: These findings have policy implications that the concentration of rehabilitation services for patients who have been mildly affected by industrial accidents would be effective in the short and medium term. The findings also highlight the necessity of ongoing policies about workers' vocational recovery with concrete evidence about policy impacts.

노인의 규칙적 운동이 우울에 미치는 효과 분석과 이론 검증 (Effect of Regular Exercise on Depression among Korean Older Adults)

  • 남일성;윤현숙;현다운;최아영;염소림
    • 한국사회복지학
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    • 제66권4호
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    • pp.5-23
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    • 2014
  • 본 연구는 한림고령화패널(Hallym Aging Study, HAS)과, 고령화연구패널(Korean Longitudinal Study of Ageing, KLoSA)을 이용하여 규칙적 운동 여부가 우울증에 영향을 미치는지를 분석하였다. 경향성 점수를 이용한 분석을 통해 두 패널 데이터를 분석하여 규칙적 운동이 우울증에 미치는 효과를 측정하였다. 또한 규칙적 운동이 어떻게 우울증에 영향을 미치는 지의 이론적 설명을 검증하기 위해 5가지 간접효과 모형의 분석을 수행하였다. 분석결과는 첫째, 두 표본에서 규칙적으로 운동하는 노인들이 규칙적으로 운동하지 않는 노인에 비해 우울증 수준이 더 낮은 것으로 나타났다. 둘째, 5개의 간접효과 모형의 분석 결과는 모두 유의미한 것으로 나타났다. 일상생활수행능력과 악력 등의 변수를 이용해 규칙적 운동이 우울에 미치는 영향을 분석한 심리생리학적 모형들과 사회활동관련 변수들을 이용해 규칙적 운동의 효과를 설명한 심리사회적 모형들이 모두 유의미한 것으로 나타났다. 분석 결과를 바탕으로 우울증 경감을 위한 운동 프로그램의 적용에 관해 논의하였다.

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울산지역 초등학생의 알레르기비염 유병과 면역반응과의 상관성: 환자-대조군 연구 (Correlation between Allergic Rhinitis Prevalence and Immune Responses of Children in Ulsan: A Case-control Study)

  • 이지호;오인보;김아라;김민호;심창선;김양호
    • 한국환경보건학회지
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    • 제41권4호
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    • pp.249-258
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    • 2015
  • Objectives: This study aims to investigate the correlations between the prevalence of allergic rhinitis (AR) and cytokines among elementary school children in an industrial city, Ulsan, South Korea, and to identify major environmental risk factors associated with AR prevalence. Methods: We conducted a case-control study in June 2009 and February 2010 in order to evaluate the relationship between AR and related cytokines. Data on physician-treated prevalence over the past 12 months and potential risk factors for AR were compiled through a questionnaire from a survey of 339 schoolchildren living in different urban environments. Logistic regression analysis was carried out with propensity score matched data (n=180) to assess the influences of cytokines (IL-13, IL-33, IL-4 and IL-5) on AR prevalence and to determine which environmental factors affected AR. Results: In univariate analysis, the AR prevalence was influenced by family history of AR (mother and siblings), environmental factors (odor condition and irritated symptoms of air pollution), and indoor allergens (D. farinae and D. pteronyssinus). The t-test demonstrated that eosinophils, Immunoglobulin E (IgE), and interleukins (IL-13 and IL-5) were statistically significantly different according to treatment of allergic rhinitis over the preceeding 12 months. The results of the multiple logistic regression analysis showed that a statistically significant association between several factors (such as irritated symptoms of air pollution (OR 4.075, CI 1.735-9.568), IL-13 (OR 0.825, CI 0.734-0.928), odor condition (OR 2.409, CI 0.908-6.389), and AR history of siblings (OR 2.217, CI 0.999-4.921)) and the prevalence of AR was found after adjusting for confounders. Conclusion: These results suggest that AR prevalence is significantly associated with cytokine level, genetic background, and outdoor environmental factors. Although living in a polluted area and genetic background can contribute to an increased risk of childhood AR, cytokine level should be considered as an important factor in the treatment of AR in the last 12 months.

Feasibility of Linear-Shaped Gastroduodenostomy during the Performance of Totally Robotic Distal Gastrectomy

  • Wang, Bo;Son, Sang-Yong;Shin, Hojung;Roh, Chul Kyu;Hur, Hoon;Han, Sang-Uk
    • Journal of Gastric Cancer
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    • 제19권4호
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    • pp.438-450
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    • 2019
  • Purpose: Although linear-shaped gastroduodenostomy (LSGD) was reported to be a feasible and reliable method of Billroth I anastomosis in patients undergoing totally laparoscopic distal gastrectomy (TLDG), the feasibility of LSGD for patients undergoing totally robotic distal gastrectomy (TRDG) has not been determined. This study compared the feasibility of LSGD in patients undergoing TRDG and TLDG. Materials and Methods: All c: onsecutive patients who underwent LSGD after distal gastrectomy for gastric cancer between January 2009 and December 2017 were analyzed retrospectively. Propensity score matching (PSM) analysis was performed to reduce the selection bias between TRDG and TLDG. Short-term outcomes, functional outcomes, learning curve, and risk factors for postoperative complications were analyzed. Results: This analysis included 414 patients, of whom 275 underwent laparoscopy and 139 underwent robotic surgery. PSM analysis showed that operation time was significantly longer (163.5 vs. 132.1 minutes, P<0.001) and postoperative hospital stay significantly shorter (6.2 vs. 7.5 days, P<0.003) in patients who underwent TRDG than in patients who underwent TLDG. Operation time was the independent risk factor for LSGD after intracorporeal gastroduodenostomy. Cumulative sum analysis showed no definitive turning point in the TRDG learning curve. Long-term endoscopic findings revealed similar results in the two groups, but bile reflux at 5 years showed significantly better improvement in the TLDG group than in the TRDG group (P=0.016). Conclusions: LSGD is feasible in TRDG, with short-term and long-term outcomes comparable to that in TLDG. LSGD may be a good option for intracorporeal Billroth I anastomosis in patients undergoing TRDG.

Analysis of Risk Factors for Infection in Orthopedic Trauma Patients

  • Moon, Gi Ho;Cho, Jae-Woo;Kim, Beom Soo;Yeo, Do Hyun;Oh, Jong-Keon
    • Journal of Trauma and Injury
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    • 제32권1호
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    • pp.40-46
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    • 2019
  • Purpose: We perform an analysis of infection risk factors for fracture patients and confirm that the risk factors reported in previous studies increase the risk of actual infection among fractured patients. In addition, injury severity score (ISS) which is used as an evaluation tool for morbidity of trauma patients, confirms whether there is a relationship with infection after orthopedic fracture surgery. Methods: We retrospectively reviewed 1,818 patients who underwent fixation surgery at orthopedic trauma team, focused trauma center from January 1, 2015 to December 31, 2017. Thirty-five patients were infected after fracture surgery. We analyzed age, sex, open fracture criteria based on Gustilo-Aderson classification 3b, anatomical location (upper extremity or lower extremity) of fracture, diabetes, smoking, ISS. Results: Of 1,818 patients, 35 (1.9%) were diagnosed with postoperative infection. Of the 35 infected patients, nine (25.7%) were female and five (14.0%) were upper extremity fractures. Three (8.6%) were diagnosed with diabetes and eight (22.8%) were smokers. Thirteen (37.1%) had ISS less than nine points and six (17.1%) had ISS 15 points or more. Of 1,818 patients, 80 had open fractures. Surgical site infection were diagnosed in 12 (15.0%) of 80. And nine of 12 were checked with Gustilo-Aderson classification 3b or more. Linear logistic regression analysis was performed using statistical analysis program Stata 15 (Stata Corporation, College Station, TX, USA). In addition, independent variables were logistic regression analyzed individually after Propensity scores matching. In all statistical analyzes, only open fracture was identified as a risk factor. Conclusions: The risk factors for infection in fracture patients were found to be significantly influenced by open fracture rather than the underlying disease or anatomical feature of the patient. In the case of ISS, it is considered that there is a limitation. It is necessary to develop a new scoring system that can appropriately approach the morbidity of fracture trauma patients.

한국의료패널 자료를 활용한 건강기능식품 섭취에 따른 의료비 지출 비교분석 (Medical Costs between Dietary Supplement Users and Non-users Using the Korea Health Panel Data)

  • 권혜영;오수현
    • 보건행정학회지
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    • 제34권1호
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    • pp.87-93
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    • 2024
  • 연구배경: 최근 건강기능식품 섭취에 따른 의료비 절감효과에 대해 상이한 연구결과들이 제시되면서 논쟁이 불거졌다. 이에 따라 본 연구는 건강기능식품 섭취 여부가 의료비 지출에 미친 영향을 분석하고자 한다. 방법: 2019-2020년의 제2기 한국의료패널 자료에서 2년간 건강기능식품을 섭취한 군과 섭취하지 않은 군을 확인하고 이들의 일반적 특성 차이를 배제하고자 성향점수매칭기법을 통해 1:1 매칭 데이터를 추출하였으며 두 군의 연간 총 의료비를 비교하였다. 더불어 의료비 지출에 대한 건강기능식품 섭취 여부의 영향을 확인하기 위해 다변량 회귀분석(Proc Surveyreg)을 실시하였다. 결과: 건강기능식품 섭취군은 약 172만 원을, 미섭취군은 약 143만 원을 의료비로 지출하였다(p=0.0186). 다변량 회귀분석 결과, 섭취군이 미섭취군에 비해 약 26.15% 더 많은 의료비를 지출하는 것으로 확인되었다(p=0.0004). 결론: 건강기능식품 섭취가 의료비를 절감시킨다는 이전 연구들과 달리, 본 연구에서는 건강기능식품을 지속적으로 섭취하는 사람들이 의료서비스 지출이 더 큰 것으로 나타났다. 이는 건강기능식품 섭취가 질병 예방이나 의료비 절감의 관점보다는 건강에 관심 있는 사람들이 건강관리를 위해 취하는 행동임을 제시한 이전 연구들과 같은 맥락으로 해석될 수 있다. 그러나 의료패널 자료의 다양한 한계점으로 인해 주의 깊은 해석이 필요하다. 향후 개인수준의 코호트 자료를 활용한 인과성 규명이 필요하다.

Circulating Tumor Cell Number Is Associated with Primary Tumor Volume in Patients with Lung Adenocarcinoma

  • Kang, Byung Ju;Ra, Seung Won;Lee, Kyusang;Lim, Soyeoun;Son, So Hee;Ahn, Jong-Joon;Kim, Byung Chul
    • Tuberculosis and Respiratory Diseases
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    • 제83권1호
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    • pp.61-70
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    • 2020
  • Background: Circulating tumor cells (CTCs) are frequently detected in patients with advanced-stage malignant tumors and could act as a predictor of poor prognosis. However, there is a paucity of data on the relationship between CTC number and primary tumor volume in patients with lung cancer. Therefore, our study aimed to evaluate the relationship between CTC number and primary tumor volume in patients with lung adenocarcinoma. Methods: We collected blood samples from 21 patients with treatment-naive lung adenocarcinoma and 73 healthy individuals. To count CTCs, we used a CTC enrichment method based on fluid-assisted separation technology. We compared CTC numbers between lung adenocarcinoma patients and healthy individuals using propensity score matching, and performed linear regression analysis to analyze the relationship between CTC number and primary tumor volume in lung adenocarcinoma patients. Results: CTC positivity was significantly more common in lung adenocarcinoma patients than in healthy individuals (p<0.001). The median primary tumor volume in CTC-negative and CTC-positive patients was 10.0 ㎤ and 64.8 ㎤, respectively. Multiple linear regression analysis showed that the number of CTCs correlated with primary tumor volume in lung adenocarcinoma patients (β=0.903, p=0.002). Further subgroup analysis showed a correlation between CTC number and primary tumor volume in patients with distant (p=0.024) and extra-thoracic (p=0.033) metastasis (not in patients with distant metastasis). Conclusion: Our study showed that CTC numbers may be associated with primary tumor volume in lung adenocarcinomas patients, especially in those with distant metastasis.

국민기초생활보장 수급자와 비수급자의 복지태도(결정)에 관한 비교: 사회학적 해석 중심으로 (Comparison of the Welfare Attitudes determination between livelihood Recipients and Non-Recipients: Focusing on Sociological Analysis)

  • 엄주란;문재우
    • 한국융합학회논문지
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    • 제11권7호
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    • pp.297-308
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    • 2020
  • 본 연구는 국민기초생활보장 수급자와 비수급자의 복지태도에 대한 상호관계 이해도를 바탕으로 비교하여 살펴보는데 목적이 있다. 이를 위해 한국복지패널(Korea Welfare Panel Study) 2016년(11차) 자료를 활용하였으며, 성인 382명을 대상으로 성향점수(PSM) 매칭 후 차이분석(DID)과 구조방정식 AMOS을 이용하여 분석하였다. 주요 결과는 다음과 같다. 첫째, 국민기초생활보장 수급자는 비수급자 보다 복지태도에 유의한 영향을 미치지 않았다. 둘째, 국민기초생활보장 수급자와 비수급자 모두 특수적 프로그램 복지정책이 복지태도에 유의한 영향을 미쳤다. 셋째, 가치인식인 정부신뢰, 사회인식은 국민기초생활보장 수급자와 비수급자 모두 유의한 영향을 미치지 않았다. 본 연구결과를 통해 사회 구성원의 삶의 품질을 높이는 정책 방향 정립에 있어 기초자료를 제공하였다.

산업단지 입주특성에 따른 기업 경영 및 혁신성과 분석 (An Empirical Analysis of Management and Innovative Performances by the Characteristics of the Industrial Park Tenancy)

  • 송지현
    • 한국산학기술학회논문지
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    • 제16권10호
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    • pp.6878-6887
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    • 2015
  • 본 논문은 산업단지라는 정책적 집적환경에 입주한 기업들의 입주 특성이 기업경영 및 혁신성과에 어떠한 영향을 미치는지 알아보는 데 목적을 둔다. 분석을 위해서 2012년 기준 kis-value 기업재무자료와 FEMIS 산업단지 입주현황자료를 활용하여 회귀분석과 선택편의를 고려한 성향점수매칭을 적용하였다. 산업단지 입주여부는 전반적으로 기업의 경영성과에 긍정적인 영향을 미치는 것으로 나타났다. 그러나 수도권내 산업단지 입주가 기업의 경영 및 혁신성과에 미치는 영향은 유의하지 않았다. 산업단지 장기입주는 기업의 1인당 매출액에 긍정적으로 영향을 미치나 다른 성과변수에 대해서는 유의한 영향을 발견할 수 없었다. 또한 산업단지 복수입주기업은 1인당 영업이익에서 오히려 낮은 성과를 보였다. 이는 산업단지 장기입주와 복수입주기업은 연구개발과 성과향상을 위한 학습이나 추가적인 수요시장의 개척, 다른 기관 및 기업과의 연계 및 네트워크 구축에 한계를 가지고 있음을 의미한다.