• 제목/요약/키워드: multinominal logistic regression

검색결과 32건 처리시간 0.019초

출산여성의 산후관리서비스 이용 결정요인과 형평성 분석 (An Analysis on the Determinants and Equity of the Postpartum Care Service Utilization)

  • 사공진;박다혜
    • 보건행정학회지
    • /
    • 제27권4호
    • /
    • pp.304-314
    • /
    • 2017
  • Background: This study aimed to analyze effects of postpartum care services to women after birth, identify the factors affecting their use, and examine the extent of income-related inequality in the postpartum care services utilization and expenditures using Korean Health Panel data between 2010 and 2013. Methods: The panel data of the year 2010-2013 of the 247 women after birth were used. First, EuroQoL-5D was used to evaluate the effects of postpartum care service to women's quality of life. Second, multinominal logistic regression analysis was used to identify determinants of the use of the postpartum care services. Finally, concentration index and HIwv (horizontal equity) index were used to find that the concentration index for the inequality in the use of postpartum care services showed negative sign, which implied pro-rich. Results: The estimation results showed that utilization of the postpartum services has a positive effect on women after birth. Also age, area of residence, and number of household members turn out to be the factors of using postpartum services. And there are inequality in the use of postpartum care services whose HIwv index showed positive sign, which implied pro-rich. Conclusion: Therefore, the government's policy of the postpartum care service is necessary to be expanded and diversified considering the personal characteristics and equity of the women after birth.

우리나라 대도시의 지역별 후기조기분만 발생에 관한 연구: 2008-2012 (Regional Variance of Late Preterm Birth in Seven Metropolitan Cities of Korea: 2008-2012)

  • 임달오;박상화
    • 보건의료산업학회지
    • /
    • 제8권3호
    • /
    • pp.147-155
    • /
    • 2014
  • The objective of the study was to analyze the regional variance of late preterm birth (LPT: 34-36 weeks) by analyzing 2008-2012 birth certificated data of seven metropolitan cities (536,984 births: primiparous singleton birth) from Korea Statistics. The odds ratio and 95% confidence intervals were calculated from multinominal logistic regression analyses to describe the regional variance of LPT adjusted for maternal and infantile variables. The highest incidence of LPT rate by region were observed in Ulsan metropolitan city (3.7 percent), and the lowest in Deajon metropolitan city (3.1 percent). After adjustment by logistic regression for infantile sex, maternal variables, there was a significant increase in the risk of late preterm birth in Ulsan metropolitan city (odds ratio: 1.21) as compared with the incidence of LPT in Deajon metropolitan city. The odds ratio of LPT by region were 1.17 in Daegu metropolitan city, 1.13 Busan metropolitan city, and 1.12 in Incheon metropolitan city. More research is required to understand the risk factors for late preterm birth in this area including socio-demographic factors, medical factors, and regional and environmental factors.

한국 노년층의 사회자본에 대한 인식 유형화 및 영향요인 (Factors and Categorization of Perception toward Social Capital for Korean Older Adults)

  • 홍석호;황선영;김순은
    • 한국노년학
    • /
    • 제37권3호
    • /
    • pp.707-726
    • /
    • 2017
  • 본 연구는 노인들의 개인수준에서 사회자본을 어떻게 인식하고 있는지에 대한 유형을 분류하고 이러한 차별화된 유형에 영향을 미치는 요인들을 실증적으로 분석하는 것을 목적으로 한다. 연구목적 달성을 위해 2014년 전국거주 만 65세 이상 1,060명 노인을 대상으로 조사한 '노인문제 및 지역사회자본 조사연구' 데이터를 활용하여 K-평균 군집분석과 다항명목 로지스틱 회귀분석을 실시하였다. 본 연구의 주요변수인 사회자본은 신뢰, 규범, 네트워크, 사회참여로 측정하였고 영향요인으로는 인구학적, 사회계층적, 정치종교적, 그리고 주거환경적 변수들을 선택하였다. 분석 결과 노인의 사회자본 인식에 대한 3가지 유형(사회자본 잠재형, 사회자본 단절형, 사회자본 풍족형)이 발견되었다. 3가지 유형들은 서로 다른 외재적 특징(나이, 교육, 생활수준, 주택소유, 정치성향, 종교, 거주지역, 주거형태)을 가지고 있었다. 사회자본 잠재형과 비교하여 나이가 젊을수록, 정치 성향이 진보적일수록, 종교가 없다고 응답할수록, 농어촌에 거주하지 않을수록 사회자본 단절형에 속할 확률이 높았다. 반면, 여성일수록, 학력이 높을수록, 연립과 다세대 주택에 거주하지 않을수록, 생활수준이 높을수록, 기독교를 믿을수록, 농어촌에 거주하지 않을수록 사회자본 풍족형에 속할 확률이 높게 나타났다. 본 연구의 분석결과를 기반으로 하여 실천적 정책적 제언을 제시하였다.

한국 노인의 사회적 연계망 유형: 연계망 크기, 접촉 빈도, 친밀도를 중심으로 (A Study of Social Network Type among Korean Older Persons: Focusing on Network Size, Frequencies of Contact, and Closeness)

  • 정경희;강은나
    • 한국노년학
    • /
    • 제36권3호
    • /
    • pp.765-783
    • /
    • 2016
  • 본 연구는 한국노인의 사회적 연계망 자체를 좀 더 심도있게 이해하기 위하여 2014년도 노인실태조사자료(65세 이상 10,279명)를 활용하여 관계망 크기, 연계와의 접촉 빈도, 연계에 대한 친밀도를 중심으로 잠재프로파일분석(LPA)을 실시하였다. 그 결과 노인의 사회적 연계망은 고립형(11.6%), 가족의례형(17.7%), 가족친밀형(23.6%), 제한적 다층친밀형(28.4%), 다층형(18.8%)의 다섯 개 유형으로 도출되었다. 또한 도출된 잠재집단 유형별 특징을 비교하였고, 사회적 관계망 유형에 영향을 미치는 요인을 분석하기 위한 다항로지스틱회귀분석을 실시하였다. 분석결과, 고립형 노인의 3/4은 여성이며 독거가구 비율이 약 절반을 차지하는 것으로 나타났다. 또한 상대적으로 평균연령이 높고, 도시지역에 거주하는 노인, 신체적 제한이 있는 노인, 사회적 지위가 낮은 직종에 종사한 노인이 고립형에 속할 가능성이 높은 것으로 나타났다. 반면 다층형의 경우 여성보다는 남성노인이, 연령이 낮을수록, 학력이 높을수록, 전문 관리 사무직에 종사한 노인일수록 다층형에 속할 가능성이 높았다. 한편 가족의례형과 가족친밀형은 배우자 혹은 자녀를 중심으로 연계망이 형성되어 있고, 노인부부가구의 비중이 높다는 공통점을 가지고 있으나, 가족의례형은 상대적으로 여성 비중이 높다는 특징이 있다. 그리고 제한적 다층친밀형은 배우자보다는 자녀와 친구 이웃과의 연계망의 크기, 빈도, 친밀도가 다층형 다음으로 높은 집단으로 여성노인 및 저학력이면서 농림어업에 종사한 비중이 높게 나타났다. 이러한 연구결과에 기초하여 노년기의 사회적 연계망 유형의 다양성이 갖는 학술적 및 정책적 함의와 향후 연구방향을 논의하였다.

소비자의뢰 유전자검사 구매 의도 및 목적에 영향을 미치는 요인 연구 (A Study on Factors Influencing Consumer Purchase Intentions and Purposes in Direct-To-Consumer Genetic Test)

  • 박임수;정일영
    • 디지털융복합연구
    • /
    • 제17권7호
    • /
    • pp.167-177
    • /
    • 2019
  • 최근 유전자분석은 기술 진보와 대중화를 통해 소비자가 의료기관을 거치지 않고 직접 구매할 수 있는 소비자의뢰 유전자검사 시장으로까지 확대되고 있지만, 2016년부터 허용된 우리나라의 소비자의뢰 유전자검사 시장은 여전히 도입기에 머물러 있는 상태이다. 본 연구의 목적은 소비자의뢰 유전자검사 시장 및 서비스 확대를 위하여 구매의도 및 목적에 영향을 미치는 요인들을 밝혀보고자 하는 것이다. 이를 위해 일반국민을 대상으로 설문조사를 실시하였고, 이를 바탕으로 이항 및 다항로짓 회귀모형을 적용하여 분석을 시도하였다. 그 결과, 구매의도에 유의한 영향 미치는 변수로는 사용경험에 기반을 둔 지식, 치료 유익에 대한 긍정적 태도, 개인의 건강상태 등으로 나타났다. 구매목적은 연령대에 따라 차이가 존재하지만 치료목적이 더욱 두드러진 것으로 파악되었다. 특히, 검사결과에 대한 소비자만족도 향상을 통해 재구매 또는 효과적인 치료 및 건강관리와 연계할 수 있는 서비스의 개발이 필요하다. 본 연구는 향후 소비자의뢰 유전자검사 제품 개발의 전략적 방향설정에 기여할 것으로 기대된다.

고혈압 환자의 복약순응행위 변화단계에 영향을 미치는 요인 (Factors Influencing the Stages of Change in Medication Adherence in Patients with Hypertension)

  • 변영순;김순옥;조정현
    • 지역사회간호학회지
    • /
    • 제23권2호
    • /
    • pp.189-200
    • /
    • 2012
  • Purpose: The purpose of this study is to identify factors associated with the stages of change in medication adherence in patients with hypertension. Methods: Participants were 323 patients with hypertension. Sociodemographic/medication-related characteristics, stages of change, processes of change, self efficacy and decisional balance were self-administered. Results: Stages of change were significantly different according to gender, age, job and living arrangement. A multinominal logistic regression analysis has revealed that gender, age, living arrangement, self-liberation, and self-efficacy were significantly associated with the precontemplation stage. Age and self-liberation were significantly associated with the contemplation stage. Gender, age, living arrangement, and self-liberation were significantly associated with the preparation stage. Gender and helping relationship were significantly associated with the action stage. This model explained 52.0% of the stages of change in medication adherence. Conclusion: The tailored intervention strategies based on the stages of change may be needed for improving medication adherence in patients with hypertension.

Intrinsic Motivation Factors Based on the Self-Determinant Theory for Regular Breast Cancer Screening

  • Jung, Su Mi;Jo, Heui-Sug
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제15권23호
    • /
    • pp.10101-10106
    • /
    • 2015
  • The purpose of this study was to identify factors of intrinsic motivation that affect regular breast cancer screening and contribute to development of a program for strategies to improve effective breast cancer screening. Subjects were residing in South Korea Gangwon-Province and were female over 40 and under 69 years of age. For the investigation, the Intrinsic Motivation Inventory (IMI) was modified to the situation of cancer screening and was used to survey 905 inhabitants. Multinominal logistic regression analyses were conducted for regular breast cancer screening (RS), one-time breast cancer screening (OS) and non-breast cancer screening (NS). For statistical analysis, IBM SPSS 20.0 was utilized. The determinant factors between RS and NS were "perceived effort and choice" and "stress and strain" - internal motivations related to regular breast cancer screening. Also, determinant factors between RS and OS are "age" and "perceived effort and choice" for internal motivation related to cancer screening. To increase regular screening, strategies that address individual perceived effort and choice are recommended.

맞벌이 가구의 수입관리 유형 및 가계비관리 유형과 영향요인 (Patterns of Income and Household Expenses Arrangements and Determinants Within Dual-Income Families)

  • 이수진
    • 대한가정학회지
    • /
    • 제48권10호
    • /
    • pp.51-64
    • /
    • 2010
  • The purpose of this study was to demonstrate the patterns of income and household expense arrangements within dual-income families. The data was obtained from the F-GENS Korea Panel Survey of Ochanomizu University. The responses were gathered from both married and unmarried people, primarily in Seoul and the metropolitan area, of ages ranging from 25 to 44. The sample for this study was comprised of data from 399 double-income households. Crosstab and multinominal logistic regression models were used to analyze the data. The results were as follows. First, dual-income families choose a pooling system as their income arrangement. Second, variables determining the income arrangement were the husband's age, school attainment, annual average income, and average working hour per day. Third, variables that affected the household expenses arrangement included the husband's level of schooling attained and the husband’s job type. Fourth, the ideology of the economic community effected both the income and household expenses arrangement.

우리나라 성인의 치과의료이용 미수진 관련 요인 (Influencing factors of non-utilization of dental care among Korean adults: Using 2012 Korean National Health and Nutrition Survey)

  • 심형순;김송숙;김지현
    • 한국치위생학회지
    • /
    • 제15권5호
    • /
    • pp.823-829
    • /
    • 2015
  • Objectives: The objective of the study was to investigate the related factors of non-utilization of dental care among Korean adults. Methods: Korean National Health and Nutrition Survey 2012 was carried out in South Korea. A total of 5,589 adults were interviewed and examined. A multinominal logistic regression model was used to estimate the odds ratio with 95% confidence intervals for the non-utilization of dental care. Results: The non-utilization of dental care was shown to have a badly perceived oral health status, less toothbrushing before sleeping(OR=1.18: 95% CI=1.00-1.39), periodontitis symptoms (OR=1.82: 95% CI=1.50-2.22), toothache experience (OR=2.03: 95% CI=1.75-2.34), TMJ symptom experience (OR=3.31: 95% CI=2.74-3.99), speaking problem (OR=1.87: 95% CI=1.75-2.34) and a partial dentures needs (OR=2.49: 95% CI=1.93-3.19). Conclusions: The non-utilization of dental care tended to have badly perceived oral health status, less toothbrushing before sleeping, periodontitis, toothache experience, TMJ symptom experience, speaking problem, and partial dentures needs.

한국 청소년의 신체활동과 에너지음료 섭취와의 관련성 (Analysis of Relationship between Physical Activity and Energy Drinks Consumption in Korean Adolescents)

  • 윤혜선
    • 한국학교보건학회지
    • /
    • 제31권3호
    • /
    • pp.196-202
    • /
    • 2018
  • Purpose: The purpose of this study was to analyze the relationship between physical activity and energy drinks consumption in Korean Adolescents. Methods: This study was a secondary data analysis using statistics from the 2017(13th) Korea Youth Risk Behavior Web-based Survey. The variables used in the study were physical activity, energy drinks consumption and socio-demographic characteristics such as gender, academic achievement, household economic status and weekly allowance. The data were analyzed by $x^2$ test and multinominal logistic regression and the results were presented in percentage. Results: As the number of days engaging in moderate and vigorous physical activities increased, the response that they consume energy drinks 'more than 5 times a week' also increased. The subjects who participated in a 'moderate' or 'high' level of moderate physical activity consumed 1.4 times more energy drinks than those who do not participate in physical activity. And the subjects who engaged in a 'low' or 'moderate' level of vigorous physical activity consumed about 1.3 times more energy drinks than those who don't work out. Conclusion: As the level and intensity of physical activity increased, the number and frequency of energy drinks consumption increased. The results of this study can be used as basic data for intervention programs to reduce energy drinks consumption and promote proper physical activity.