• 제목/요약/키워드: multinomial logistic analysis

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상대적 박탈 인지가구의 소비유형과 영향요인 (Factors Influencing Consumption Patterns of Household Recognizing Relatively Deprivation)

  • 심정인;김순미
    • Human Ecology Research
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    • 제53권5호
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    • pp.489-502
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    • 2015
  • This study identifies the relation between recognition relatively deprivation and consumption patterns. The data used were the seventh Korea Welfare Panel Study (KOWEPS). The final sample of 1,597 households was selected based on several sampling steps standard weights suggested by KOWEPS were applied. The final sample was subdivided into household recognizing relatively deprivation (51.7%) and non-household recognizing relatively deprivation (48.3%) per level of subjective income and objective income. We derived six consumption patterns from the cluster analysis as per consumption ratio: transportation dominant consumption pattern, essential consumption pattern, other dominant consumption pattern, care attention consumption pattern, private transfer consumption pattern, and education dominant consumption pattern. The results of this study are as follows. The analysis of the determinants of recognizing relatively deprivation in regards to question one found that the household was likely to be relatively deprived when: the head of a household was older, a household had a dual income, children and more total assets then those assessed 1 year ago compared to household living conditions, result of comparing the consumption patterns difference between household recognizing relatively deprivation and non-household recognizing relatively deprivation indicated that household recognizing relatively deprivation was more likely to belong to the transportation dominant consumption pattern, other dominant consumption pattern, and private transfer consumption pattern. The multinomial logistic analysis conducted to understand the determinants affecting the consumption patterns of household recognizing relatively deprivation indicated differences in demographic characteristics, household-related variables, financial variables and perception of economic conditions.

도시와 농촌 청소년의 비만에 영향을 미치는 요인: 2013 청소년 건강행태 조사결과를 중심으로 (Factors Influencing Obesity among Rural and Urban Adolescent : Analysis of 2013 Korean Youth Health Behavior Survey)

  • 이재연;강순남;김선아;손동민;이보경;함옥경
    • 한국보건간호학회지
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    • 제33권1호
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    • pp.73-84
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    • 2019
  • Purpose: This study was conducted to differentiate the factors associated with the BMI group of adolescents between rural and urban areas, and provide baseline data in the development of health education programs considering their personal and environmental characteristics. Methods: Secondary data analysis was performed using the data from an on-line survey of the 9th adolescence behavioral health in 2013. The instruments included general, behavioral, and psychosocial characteristics. This study was a cross-sectional survey conducted with 26,513 adolescents. The data were analyzed using a t-test, two-way ANOVA, and multinomial logistic regression analysis. Results: Significant differences in the prevalence of obesity between urban and rural areas were nated and rural areas exhibited a higher prevalence of obese adolescents (p<0.05). The factors associated with the BMI group were the mothers' education level (low) and lower age of adolescents (middle school) in rural areas, wherase those for urban areas were gender (boys) and the fathers' education level (low) (p<0.05). Conclusion: Because there was a significant difference in the prevalence of obesity between rural and urban areas, it is necessary to develop a tailored education program considering the regional and environmental characteristics that the adolescents belonged to in order to prevent and control adolescent obesity.

Part II. What drives Korean adults to seek orthodontic treatment: Factors contributing to orthodontic treatment decisions

  • Oh, Min-Hee;Park, Ae-Hyun;Kim, MinSoo;Kim, Eun-A;Cho, Jin-Hyoung
    • 대한치과교정학회지
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    • 제51권1호
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    • pp.3-14
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    • 2021
  • Objective: This study aimed to identify the perceptions of orthodontic treatment among Korean adults and determine the factors that drive them to seek orthodontic treatment. Methods: A total of 2,321 adults aged 19-64 years were surveyed using an internet research system from a specialized research company. The participants were divided into the following groups based on their experience of and willingness to undergo orthodontic treatment: experience, acceptance, and non-acceptance groups. The characteristics of the participants were compared using analysis of variance with post-hoc analysis. Multinomial logistic regression analysis was performed in all three models with the non-acceptance group as a reference. Results: In terms of demographic characteristics, age, gender, marital status, and education had significant influences on orthodontic treatment decisions in adults in the experience and acceptance groups (p < 0.001). When all the factors were analyzed, age, marital status, past dental treatment experience, regular oral examinations, demand for orthodontic treatment, optimal treatment period, health insurance coverage, information on orthodontic treatments, perceptions regarding orthodontic treatment, and psychosocial impact of dental esthetics significantly influenced orthodontic treatment decisions in adults in the experience and acceptance groups (p < 0.001). Conclusions: These findings suggest that various factors influence orthodontic treatment decisions in adults. Individuals who seek orthodontic treatment were found to undergo more regular dental treatment and oral examination than those who did not. They also had a better perception of orthodontic treatment and more negative values for the psychosocial impact of dental esthetics.

청년창업가의 일자리만족도에 대한 잠재프로파일분석 (Classifying Latent Profiles in Job Satisfaction of Youth Entrepreneurs)

  • 김영서;홍세희
    • 벤처창업연구
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    • 제16권1호
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    • pp.37-53
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    • 2021
  • 본 연구의 목적은 청년창업가의 일자리만족도에 따른 잠재프로파일의 유형을 분석하고 관련 변인의 영향력을 살펴보는 것이다. 이를 위해 청년패널조사 12차년도 자료를 활용하여 잠재프로파일분석을 실시하였다. 분석결과, 청년창업가의 일자리만족도에 따른 잠재프로파일은 5개로 도출되었고, 그 형태에 따라 '낮은 일자리만족 집단', '중하위 일자리만족 집단', '중간 일자리만족 집단', '중상위 일자리만족 집단', '높은 일자리만족 집단'이라 명명하였다. 각각의 잠재프로파일 집단에 대해 영향요인을 살펴본 결과, 성별, 배우자 유무, 주관적 건강상태, 자아존중감, 창업동기, 창업시 어려움, 업무적합도, 내적 직업가치, 외적 직업가치, 사업체 규모, 현직장 임금, 주당 평균근로시간, 창업교육훈련 이수여부, 고용보험 가입여부가 청년창업가의 일자리만족도에 영향을 주는 유의미한 요인이며 집단에 따라 차이가 존재함을 확인하였다. 본 연구는 청년창업가의 일자리만족도의 잠재프로파일 유형과 이에 대한 여러 독립변수의 효과를 알아봄으로써, 청년창업가의 일자리만족도를 높일 수 있는 정책적 시사점에 대해 논의하였다.

청소년의 일반담배 및 전자담배 사용 유형에 따른 흡연행위 관련 요인 (Factors Associated with Smoking Behaviors according to the Types of Cigarettes, Conventional and Electronic, among Adolescents)

  • 김은미
    • 한국학교보건학회지
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    • 제35권3호
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    • pp.65-74
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    • 2022
  • Purpose: The purpose of the study was to verify the degree of smoking behaviors including conventional cigarettes, electronic cigarettes, and dual use of conventional and electronic cigarettes among adolescents, and to explore associated intrapersonal and interpersonal factors of the three smoking behavior groups. Methods: The secondary data analysis was performed using the 17th 2021 Korea Youth Risk Behavior Survey. The types of smoking behaviors were grouped into conventional cigarettes, electronic cigarettes, and dual use for data analysis. Descriptive statistics and a χ2 test were performed. Multinomial logistic regression analysis was conducted to identify factors associated with of the three smoking behavior groups. Results: Among the 54,848 adolescents, 3.6%, 1.2% and 6.2% were involved in conventional cigarettes, electronic cigarettes, and the dual use, respectively. The factors associated with the three types of smoking behaviors were depression, suicidal ideation, having a smoking mother, having smoking brothers or sisters, and having smoking friends. Recovery from fatigue by sleep was associated with the dual use of conventional and electronic cigarettes. Anxiety was associated with conventional cigarettes. Having a smoking father was associated with conventional cigarettes and dual use. Conclusion: A significant number of adolescents were involved in not only the use of conventional or electronic cigarettes, but also dual use of them. Adolescents who had depression, suicidal ideation, having a smoking friend, and having a smoking family member were more likely to be involved in the three types of smoking behaviors. Customized interventions to decrease smoking should be developed considering intrapersonal factors as well as interpersonal factors.

매일 흡연하는 여고생의 흡연양상, 건강행태 및 가족특성 : 청소년건강행태온라인조사 활용을 통한 융복합 연구 (Daily Smoking Girls' Tobacco Use, Health Behaviors and Family Factors : Analysis of 2015 Korean Youth Risk Behavior Web-based Survey)

  • 이영진
    • 디지털융복합연구
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    • 제14권5호
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    • pp.377-384
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    • 2016
  • 본 연구는 국가 기반 데이터를 활용하여 한국 여자 고등학생의 흡연양상, 건강행태 및 가족특성을 탐색하기 위한 목적으로 수행되었다. 연구설계는 2015년 실시된 11차 청소년건강행태온라인조사의 원시자료를 활용한 서술적 관계 조사연구이다. 연구대상자는 여자 고등학생 2,006명이며, SPSS 23.0 프로그램을 이용하여 분석하였다. 연구결과, 여자 고등학생의 27.5%가 현재 흡연자이며, 30일 이내 흡연 경험이 있는 여고생은 752명(37.5%)이었다. 흡연일수를 기준으로 매일 흡연하는 여고생은 385명(19.2%), 간헐적으로 흡연하는 여고생은 367명(18.3%)으로 분석되었다. 또한 다항 로지스틱 회귀분석 결과, 매일 흡연하는 여고생의 예측요인은 모성의 흡연 여부, 시설거주 여부, 주관적 학업성취도, 주관적인 가정의 경제수준으로 확인되었다. 본 연구를 통해 도출된 결과는 여학생 흡연의 예방 및 관리를 위한 정책 마련 및 교육프로그램 개발을 위해 활용될 수 있을 것으로 기대한다.

노인들의 건강식품 섭취의도에 영향을 미치는 인구통계학적 특성 및 사회.심리적 요인에 관한 연구 (A study on the demographic characteristics and socio-psychological factors affecting willingness to take health foods among elderly)

  • 김효정;김미라
    • 한국생활과학회지
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    • 제18권1호
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    • pp.201-210
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    • 2009
  • The purpose of the study is to examine the demographic characteristics and socio-psychological factors affecting willingness to take health foods among elderly, which is to get the basic materials of educational program for helping their desirable intake of healthy food. The data were collected from 1,032 elderly subjects and analyzed by SPSS Windows Version 12.0. About forty-one percent of the respondents were taking health foods in the period of survey. The main reason of taking health foods was to maintain and improve their health. The elderly subjects were classified into three groups: (1) a group having willingness to take healthy food, (2) a group having unwillingness to take healthy food, and (3) a group having a wait-and-see attitude. According to the results of chi-square and analysis of one-way variance, there were significant differences among three groups in the variables of 'sex', 'age', 'educational level', 'marriage status', 'monthly allowance', 'eating habit', 'concerns about health', 'self -evaluation of health condition', 'self-evaluation of health condition compared to the same age', 'concerns about health foods', and 'awareness of health foods'. In addition, the result of multinomial logistic regression analysis showed that the factors affecting willingness to take health foods in the future are 'age', 'concerns about health', 'self-evaluation of health condition compared to the same age', 'awareness of health foods', and 'intake of health foods in the period of survey'.

The Relationship between Hormone Replacement Therapy and Periodontal Disease in Postmenopausal Women

  • Ahn, Eunsuk;Lee, Yunhee
    • 치위생과학회지
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    • 제18권1호
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    • pp.9-17
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    • 2018
  • The purpose of this study was to investigate the relationship between hormone replacement therapy (HRT) and periodontal disease in postmenopausal women using data from the 4th and 5th Korea National Health and Nutrition Examination Survey. A total of 5,482 postmenopausal women aged 45~75 years were included as study subjects in the final analysis. The HRT group comprised 1,035 postmenopausal women who had received HRT for at least one month, and the non-HRT group comprised 4,447 postmenopausal women who did not receive HRT. The chi-square test was used to confirm the bivariate relationship between the variables. Multinomial logistic regression analysis was used to adjust for covariance (age, education, family income, body mass index, age of menopause, alcohol, smoking, dental visit <1 per year, use of oral care products, and frequency of tooth brushing per day). After adjusting for all covariates, HRT was found to be associated with periodontal disease. In particular, the relationship between HRT and periodontal disease was more evident in older women and women younger than 45 years of menopausal age. The relationship between HRT and periodontal disease was stronger in women who brushed their teeth less than 3 times per day, women without regular oral examination, and women who did not use oral hygiene products. The results of this study confirmed the importance of actively considering hormone therapy when determining policy recommendations for postmenopausal women. Especially, health programs such as HRT, regular dental examination, and oral care are needed for older women who have undergone premature menopause.

학교결석 청소년의 학교적응 유형과 예측요인 검증 (Identifying Latent Profiles in School Adaptation of School Absentee Adolescents and Testing the Effects of Predictive Variables)

  • 김동하
    • 한국사회복지학
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    • 제66권3호
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    • pp.5-28
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    • 2014
  • 본 연구는 학교결석 청소년을 대상으로 학교적응 유형을 분류하고, 각 유형에 영향을 미치는 예측요인을 개인, 가족, 또래 및 지역사회의 다양한 차원에서 살펴보고, 유형별 비행행동의 차이를 분석하는데 그 목적이 있다. 이를 위해 한국아동 청소년패널조사 자료를 활용하여 학교결석 중학생 477명을 대상으로 잠재프로파일분석을 실시하였고, 분류된 유형별 예측요인과 비행행동과의 관계를 알아보기 위해 다항로지스틱 분석과 분산분석을 실시하였다. 분석결과, 저적응, 중적응, 고적응 집단으로 분류되었으며, 유형별 예측요인과 비행행동에 통계적으로 유의미한 차이가 나타났다. 이는 학교결석 청소년이 다양하고 이질적인 집단으로 구성되었으며, 이것이 발달결과에 중요한 차이를 불러일으킬 수 있다는 사실을 경험적으로 증명한 것이다. 마지막으로 본 연구에서는 청소년 문제의 효과적인 예방을 위해 학교결석 청소년에 대한 차별화된 개입의 중요성을 제언하였다.

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온라인 맞춤형 광고 인식에 따른 소비자유형 연구: 효용과 비용을 중심으로 (How Consumers Perceive Online Behavioral Advertising: Consumer Typology and Determining Factors)

  • 이진명;나종연
    • 디지털융복합연구
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    • 제13권9호
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    • pp.105-114
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    • 2015
  • 본 연구는 온라인 맞춤형 광고의 효용과 비용에 대한 소비자 인식을 살펴보고, 이에 따라 소비자가 어떻게 유형화되며 유형별 특성은 어떠한지 분석하는 것을 목적으로 한다. 이를 위해 20대에서 40대 일반소비자 1,000명을 대상으로 온라인 설문조사를 실시하였다. 본 연구의 결과를 요약하면 첫째, 온라인 맞춤형 광고의 효용과 비용에 대한 인식에 따라 군집분석을 실시한 결과, '효용지각형', '비용지각형', '효용비용지각형', '무관심형'의 4가지 소비자유형이 분류되었다. 둘째, 소비자유형별로 광고 관련 변수, 프라이버시 관련 변수, 기술 관련 변수의 유의한 차이가 나타났다. 셋째, 소비자유형을 종속변수로 다항 로지스틱 회귀분석을 실시한 결과, '효용비용지각형'은 '효용지각형'에 비해 자기정보통제권 인식이 높고 기술에 대한 불편감이 높으며 연령이 높다는 점에서 차별화되며, '비용지각형'에 비해 OBA 경험과 광고 관여도, 사업자 신뢰가 높고, 기술에 대해 낙관적이며, 여성의 비중이 많다는 점에서 차별화되는 것으로 나타났다.