• 제목/요약/키워드: Marriage Rate

검색결과 165건 처리시간 0.023초

설명 가능한 인공지능을 이용한 지역별 출산율 차이 요인 분석 (Analysis of Regional Fertility Gap Factors Using Explainable Artificial Intelligence)

  • 이동우;김미경;윤정윤;류동원;송재욱
    • 산업경영시스템학회지
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    • 제47권1호
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    • pp.41-50
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    • 2024
  • Korea is facing a significant problem with historically low fertility rates, which is becoming a major social issue affecting the economy, labor force, and national security. This study analyzes the factors contributing to the regional gap in fertility rates and derives policy implications. The government and local authorities are implementing a range of policies to address the issue of low fertility. To establish an effective strategy, it is essential to identify the primary factors that contribute to regional disparities. This study identifies these factors and explores policy implications through machine learning and explainable artificial intelligence. The study also examines the influence of media and public opinion on childbirth in Korea by incorporating news and online community sentiment, as well as sentiment fear indices, as independent variables. To establish the relationship between regional fertility rates and factors, the study employs four machine learning models: multiple linear regression, XGBoost, Random Forest, and Support Vector Regression. Support Vector Regression, XGBoost, and Random Forest significantly outperform linear regression, highlighting the importance of machine learning models in explaining non-linear relationships with numerous variables. A factor analysis using SHAP is then conducted. The unemployment rate, Regional Gross Domestic Product per Capita, Women's Participation in Economic Activities, Number of Crimes Committed, Average Age of First Marriage, and Private Education Expenses significantly impact regional fertility rates. However, the degree of impact of the factors affecting fertility may vary by region, suggesting the need for policies tailored to the characteristics of each region, not just an overall ranking of factors.

결혼이주여성의 건강증진행위 및 한국어 능력과 건강상태 간의 관계 (Study of the health promotion behaviors of immigrant women by marriage and the relationship between their Korean language ability and health status)

  • 이경순;전미양;강말순;채경숙;황정희;유미영;정현철
    • 한국산학기술학회논문지
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    • 제15권9호
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    • pp.5683-5692
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    • 2014
  • 본 연구는 결혼이주여성의 한국어 능력, 건강증진행위, 건강상태 간의 상관관계를 분석하기 위해 결혼이주여성 148명을 대상으로 2013년 9월~12월까지 4개월간 자료를 수집하였다. 일반적 특성, 한국어 능력, 건강증진행위(흡연, 음주, 운동, 영양), 정서적 건강상태(스트레스, 결혼생활만족도)는 구조화된 자가 기입식 설문지를, 신체 건강상태(혈당, 총콜레스테롤, 중성지방, 혈색소농도, 헤마토크릿, 체질량지수)는 건강검진 결과를 활용하였다. 연구결과 유질환자와 무질환자 간에 한국어 능력 중 읽기능력, 음주습관, 총콜레스테롤, 체질량지수가 유의하게 차이가 있었다. 결혼이주여성의 한국어 능력과 건강상태간의 상관관계를 분석한 결과, 총콜레스테롤과 중성지방 간에 정상관관계가 있었으며, 헤모글로빈 농도와 총콜레스테롤, 중성지방, 체질량지수와 역상관관계가 있었다. 한국어 능력과 스트레스 간에도 역상관관계가 있었다. 이와 같은 결과를 근거로 결혼이주여성의 질병 발생률을 낮추기 위해서는 결혼이주여성의 음주율, 총콜레스테롤과 체질량 지수를 감소시킬 수 있는 프로그램과 함께 한국어로 된 건강정보 이해력을 증진시킬 수 있는 프로그램을 개발하여 실시할 것을 제안한다.

사회경제적 발전, 양성평등 그리고 출산율의 결정요인 -가족 중심축의 수평화 2단계 모형을 중심으로- (Socioeconomic development, gender equity and birthrate's determinant: focused on the family axis' transformation model)

  • 이제상;송유미
    • 한국산학기술학회논문지
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    • 제17권11호
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    • pp.256-270
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    • 2016
  • 본 논문은 '가족 중심축의 수평화 2단계 모형'이란 분석틀을 통해 사회경제적 발전에 따라 출산율이 하락하는 단계와 출산율이 상승하는 단계가 있음을 제시하는데 목적이 있다. 사회경제적 발전이 진행되면서 가족의 중심축이 부자(父子)의 수직축에서 부부(夫婦)의 수평축으로 이동하며, 그 과정은 결혼 이혼 등 가족의 형성 측면에서 남녀 개인의 평등을 이루는 산업화 단계와, 자녀양육 가사노동 등 가족의 유지 측면에서 부부 평등을 이루는 후기 산업화 단계로 나뉜다. 본 논문은 전세계 136개국을 대상으로 OECD 가입국 33개국을 후기산업화단계의 선진국으로, 나머지 103개국을 산업화단계의 개발도상국으로 구분하여 분석했다. 연구방법은 종속변수 출산율에 대해 출생성비, 평균 출산연령, 여성의 경제활동참가율을 통제변수로, 1인당 국민소득, 여성의 교육수준, 성격차지수를 설명변수로 하고, 산업화단계 국가들과 후기산업화 단계 국가 별로 출산율에 대한 위계적 회귀분석을 실시했다. 연구결과 산업화 단계의 개도국에는 여성의 교육수준과 1인당 국민소득이 통계적으로 유의한 변수였으나, 성격차지수는 유의하지 않았던 반면에 후기산업화 단계의 선진국에서는 성격차지수와 1인당 국민소득, 여성의 교육기대연한이 통계적으로 유의했다. 결론적으로 산업화단계에서는 여성의 교육수준이, 후기산업화단계에서는 성평등수준이 출산율에 가장 영향을 미치는 결정요인인 것으로 파악되었다.

연령대별 1인 가구 및 다인 가구의 식생활 행태 및 건강한 식생활 역량과의 관계 (Relationship between Eating Behavior and Healthy Eating Competency of Single-Person and Multi-Person Households by Age Group)

  • 홍승희;김지명
    • 대한지역사회영양학회지
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    • 제26권5호
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    • pp.337-349
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    • 2021
  • Objectives: The purpose of this study was to analyse the relationship between eating behaviour and healthy dietary competency of single and multi-person households, to improve healthy eating behavior. Methods: This study was conducted on 6,355 adult household members who participated in the Food Consumption Behavior Survey 2020. The subjects were divided into age groups comprising young people in their 20s and 30s, middle-aged people in their 40s and 50s, and the elderly in their 60s and above. The eating behavior and healthy dietary competency of single-person and multi-person households were then analyzed. Results: The average age of the members in the single-person households was found to be higher. Single-person households were also found to have a lower marriage rate and lower monthly household income than multi-person households across the age groups of young, middle-aged, and elderly people (P < 0.05). Among each of the age groups, single-person households had significantly higher rates of skipping breakfast and eating breakfast, lunch, and dinner alone than multi-person households (P < 0.05). Young single-person households had lower average scores on healthy dietary competency than multi-person households (P = 0.032). When adjusted for age, gender, marriage, education, occupation, and household income, single-person households had a higher risk of delivery/take-out, eating out, or skipping meals compared to multi-person households (P < 0.05). In multi-person households, the risk of skipping meals, eating alone, eating out, or delivery/take-out decreased as healthy dietary competency improved (P < 0.05). On the other hand, in single-person households, as healthy dietary competency increased, the risk of delivery/take-out or eating alone decreased (P < 0.05). Conclusions: The results of this study suggest that healthy dietary competency and eating practices can be improved by providing customized dietary education by age group for single and multi-person households.

혈압 건강군과 비건강군 근로자의 건강실천 관련 요인 조사연구 (A Study on the Relationship between Health Behavior Factors and Blood Pressure of Workers)

  • 최현주;정문희;김윤신
    • 한국보건간호학회지
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    • 제18권2호
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    • pp.312-329
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    • 2004
  • This study was examined 718 workers who had consistent blood pressure results in 2001 and 2002 general health examinations that were held at a work places managed by a health care agency in Seoul. Significant results are found as follows by analysing SPSS 11.0 on the result of self-recorded questionnaires investigated from Mar 1, 2003 to April 30, 2003. 1. A sampled healthy group and a sampled unhealthy group had significant differences in four variables out of possible nineteens that are sex, age, marriage and occupation. The unhealthy group had more males than females, more aged (over 50 years old) than youngers (under 50 years old), more married than singles, more manufacturing workers than non-manufacturing workers. In the case of systolic blood pressure, as the healthy group had 16.52mmHg while that of the other group had 149. 58mmHg, 33.06mmHg of difference between those groups were detected. In the case of diastolic blood pressure, 74.93mmHg of the healthy group and 96.53mmHg of the unhealthy group yielded 21.60mmHg of difference between them. This result implies that a guidance of health care is required to be aware of 20-30mmHg volatility in blood pressure rate or to understand and treat properly own blood pressure. as it is difficult to detect hypertension in early stage due to no initial symptom. According to the result. an establishment of management system of workers, companies and health care agencies is required for consist health care. 2. In terms of risky habits to health, the unhealthy group had more proportion of past smokers, over-twice-a-week drinkers, people with higher obesity rate. However, in terms of excercise, the proportion of regularly exercising people is higher in the unhealthy group while that of non-exercising people is higher in the healthy group. On the other hand. the average grade of health practicing behaviour in two groups are not significantly different as the health group had 3.00 out of possible 6.00 while the other had 3.10. This result means that as workers are not interested in health practicing behaviour. health promoting programmes must be developed in such a way of various method of motivations and incentives. Particularly this implies that distortional objectives of exercises should be readjusted through health guidance. 3. Systolic blood pressure in the healthy group can be explained by sex and the obesity rate while that in the unhealthy group can be explained by subjective health awareness and the obesity. Diastolic blood pressure in the healthy group can be explained by sex and the obesity rate like the former. The obesity rate was significant variable affecting the blood pressure of both groups, and particularly the effect to the unhealthy group was remarkably higher than that to the healthy group. Therefore, this research identified that the health care on the blood pressure of workers is not only limited to hypertension patients, but also extended to all workers. In order for consistent care, an establishment of management system of workers, companies and health care agencies is required.

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지역주민과 건강행태와 국민건강증진법에 대한 인식과 태도 (Health Behavior and Attitude of Residents toward the National Health Promotion Law in Kyungsan City)

  • 이관희;박재용;한창현;윤석옥
    • 보건교육건강증진학회지
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    • 제16권2호
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    • pp.19-40
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    • 1999
  • In order to ascertain the attitudes of residents to their health and the National Health Promotion Law, surveyors interviewed 1,220 subjects, 1% of men and women in Kyungsan city, who were twenty-year-old or more. The major findings are as follows: Men and women were 48.2% and 51.8%, respectively. The recognition rate of enacting and enforcing this law is 59.2% of men and 51.3% of women. With regard to the behavioral attitude to the health in the distinction of sex and age, current smokers are 31.2% of the interviewees, 61.6% of the men and 3.3% of the women. Current drinkers are 35.1%, 59.5% of the men and 12.3% of the women, but on the other hand there is little significance in the distinction of age. The acknowledgement proportion of enacting and enforcing this law is 59.2% of male and 51.3% of female. In terms of the recognition rate of the contents according to the general characteristics of interviewees, it appears that the indication of a warning expression on a packing paper of cigarette case and a liquor bottle is 92.4% and also the designation of a smoking free area in public facilities is 94.8%. Prohibition of cigarette-sale to the teenagers who are under 19, is 96.0%. Considering these facts, the recognition rate is high. On the contrary, 48.8% is accounted for encouraging a medical check-up before marriage which is in a low position. As a result of multiple behavior as a independent educational level, marital significant variables. In case of having undergone a periodic medical examination the recognition rate was high whereas frequent exercise led to the low recognition rate. Concerning the details of the undertaking in accordance with each factor of general characteristics, the greater part of them have been appraised successfully whether it is recognized or not. On the other side, no effect got answered about the result of the undertaking subjects to general and peculiar behavior attitude towards health was in effect or not. A great majority approved of more reinforcement of legal regulation about smoking and drinking regardless of whether they perceived the details of the law of promotion of National Health Promotion Law or not. Additionally there was significant difference in reinforcing legal regulation of smoking and drinking in compliance with the attitude of the substance of this law. With regard to education, public relations and evaluation about national health through public health centers by our government, the younger and the higher in education they are, the more deficient they feel. First of all, those who were aware of the enforcement of this law as well as plenty of scarcity answered that better service of disease prevention had to be expanded than ever. In consideration of the above-stated results, the education to public health and the business of public relations should be reinforced and a practical campaign for health life should also spread out for the purpose of encouraging to practise healthy life-style.

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미혼 남녀의 향후 일.가정 양립 방안, 부부 성역할 태도, 저출산 문제에 대한 견해 간 관계 탐색 연구 (An Exploratory Study on the Relationships among the Future Work-Family Compatibility, Gender Attitude of Couples, and Reasons for Low Birth Rate)

  • 엄명용;김효순
    • 한국인구학
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    • 제34권3호
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    • pp.179-209
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    • 2011
  • 본 연구는 한국보건사회연구원의 "2009년도 전국 결혼 및 출산 동향 조사" 패널자료를 활용하여 20~44세에 이르는 2,678명의 미혼 남녀(남 1,425명, 여 1,253명)가 생각하는 이상적인 일 가정 양립 방안, 성역할 태도 및 저출산 원인에 대한 견해 등을 성별 및 교육정도에 따라 알아보고 이들 사이의 관계를 탐색적으로 분석해 보았다. 이를 통해 향후 저출산 문제 해결을 위해 미혼 남녀들의 일 가정 양립을 어떻게 지원할 것이며, 이 과정에서 미혼 남녀의 성역할 태도가 어떻게 변화되어야 할 것인가를 유추해 보고자 했다. 연구결과를 정리하면, 첫째, 이상적인 일 가정 양립 방안은 미혼자의 성별에 따라 차이가 없었으나 교육정도에 따라서는 통계적으로 유의한 차이가 드러났다. 둘째, 이상적인 일 가정 양립방안과 부부 성역할 태도 및 성별 간 관계에 있어서는 여성에 비해 남성이 '남성은 직장, 여성은 가사'를 더 찬성했으며, 전일제일 보다 시간제 일을 선호하는 미혼자들이 '남성은 직장, 여성은 가사' 방안에 대한 찬성이 높았다. '남편의 자녀 돌봄 능력'에 대해서는 여성이 남성보다 그리고 2자녀를 두고 전일제로 일하겠다는 미혼자가 1자녀를 두고 전일제로 일하겠다는 미혼자에 비해 높은 평가를 보였다. 셋째, 두 자녀 이상을 두고 전일제로 일하고자 하는 미혼 남녀가 저출산 문제를 가장 심각하게 받아들이고 있었다. 넷째, 저출산 이유로 가장 높은 동의를 보인 것은 '양육비와 교육비용'이었으며 다음으로 '주택마련의 어려움'과 '취업여성의 증가'였다. "취업여성의 증가"를 저출산의 원인으로 여기는 정도는 남성보다 여성이 높게 나타났으며, 무자녀로 전일제 일하는 것을 원하는 미혼자들에게서 이러한 성향이 두드러지게 나타났다. 이러한 연구결과를 통해 일 가정 양립방안과 성역할 태도에 대한 기본적인 이해를 높일 뿐만 아니라 저출산 문제에 대한 정책적 개입방향을 제시하고자 하였다.

부모 됨의 의미와 기독교 교육적 돌봄 (The Meaning of Parenthood and Christian Educational Care)

  • 이정관
    • 기독교교육논총
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    • 제72권
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    • pp.49-70
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    • 2022
  • 연구 목적 : 본 연구는 대한민국 사회와 한국교회가 직면하게 된 저출산 시대라는 위기와 변화를 기독교 교육적 돌봄을 통한 대응과 해결 방안을 제시하기 위한 목적이다. 이를 위하여 대한민국 사회와 교회에 현실이 된 인구절벽, 저출산 문제를 하나님의 축복으로 임신과 출산 그리고 부모됨에 대한 의미를 성경적 측면에서 대안을 찾고자 함이다. 연구 내용 및 방법 : 저출산 시대에 부모가 된다는 부모 됨은 매우 어렵고 힘든 일이지만, 한편으로는 행복과 기쁨을 준다. 부모가 된다는 것은, 하나님의 축복이고, 일생에 가장 중요하고 가치 있는 일이다. 그러나 현대 사회는 부모가 되는 것을 스스로 선택할 수 있는 권리와 필요성을 강조한다. 핵가족화와 자녀 수의 감소, 그리고 아동 연구 발달 등으로 인해서 부모들은 어느 때보다 자녀 양육에 대한 많은 책임감과 경제적인 부담을 느끼게 한다. 따라서 부모가 되는 시기를 연기하거나 자발적으로 자녀를 갖지 않는 사람들도 점자 늘어나고 있는 것이 현실이다. 결론 및 제언 : 따라서 자녀 양육에 대한 책임감 저하로 인한 부모 됨에 대한 부정적인 인식을 개선하고자 하는 목적을 따라서, 기독교 교육적 관점에서 결혼과 임신과 출산 그리고 양육에 대해서 조명해 보아야 한다. 그리고 부모 됨의 인식과 이해 그리고 자녀 출산 및 양육의 특징을 파악하고, 과거와 현재의 가치변화 양상을 분석하고 원인을 논의와 저출산 해결을 비롯한 전반적인 육아 양육에 대한 기독교 교육적 돌봄을 제공하고자 한다.

한국가족계획사업(韓國家族計劃事業)의 문제점(問題點) (Problems in the Korean National Family Planning Program)

  • 홍종관
    • Clinical and Experimental Reproductive Medicine
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    • 제2권2호
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    • pp.27-36
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    • 1975
  • The success of the family planning program in Korea is reflected in the decrease in the growth rate from 3.0% in 1962 to 2.0% in 1971, and in the decrease in the fertility rate from 43/1,000 in 1960 to 29/1,000 in 1970. However, it would be erroneous to attribute these reductions entirely to the family planning program. Other socio-economic factors, such as the increasing age at marriage and the increasing use of induced abortions, definitely had an impact on the lowered growth and fertility rate. Despite the relative success of the program to data in meeting its goals, there is no room for complacency. Meeting the goal of a further reduction in the population growth rate to 1.3% by 1981 is a much more difficult task than any one faced in the past. Not only must fertility be lowered further, but the size of the target population itself will expand tremendously in the late seventies; due to the post-war baby boom of the 1950's reaching reproductive ages. Furthermore, it is doubtful that the age at marriage will continue to rise as in the past or that the incidence of induced abortion will continue to increase. Consequently, future reductions in fertility will be more dependent on the performance of the national family planning program, with less assistance from these non-program factors. This paper will describe various approaches to help to the solution of these current problems. 1. PRACTICE RATE IN FAMILY PLANNING In 1973, the attitude (approval) and knowledge rates were quite high; 94% and 98% respectively. But a large gap exists between that and the actual practice rate, which is only 3695. Two factors must be considered in attempting to close the KAP-gap. The first is to change social norms, which still favor a larger family, increasing the practice rate cannot be done very quickly. The second point to consider is that the family planning program has not yet reached all the eligible women. A 1973 study determineded that a large portion, 3096 in fact, of all eligible women do not want more children, but are not practicing family planning. Thus, future efforts to help close the KAP-gap must focus attention and services on this important large group of potential acceptors. 2. CONTINUATION RATES Dissatisfaction with the loop and pill has resulted in high discontinuation rates. For example, a 1973 survey revealed that within the first six months initial loop acceptance. nearly 50% were dropouts, and that within the first four months of inital pill acceptance. nearly 50% were dropouts. These discontinuation rates have risen over the past few years. The high rate of discontinuance obviously decreases the contraceptive effectiveness. and has resulted in many unwanted births which is directly related to the increase of induced abortions. In the future, the family planning program must emphasize the improved quality of initial and follow-up services. rather than more quantity, in order to insure higher continuation rates and thus more effective contraceptive protection. 3. INDUCED ABORTION As noted earlier. the use of induced abortions has been increase yearly. For example, in 1960, the average number of abortions was 0.6 abortions per women in the 15-44 age range. By 1970. that had increased to 2 abortions per women. In 1966. 13% of all women between 15-44 had experienced at least one abortion. By 1971, that figure jumped to 28%. In 1973 alone, the total number of abortions was 400,000. Besides the ever incre.sing number of induced abortions, another change has that those who use abortions have shifted since 1965 to include- not. only the middle class, but also rural and low-income women. In the future. in response to the demand for abortion services among rural and low-income w~men, the government must provide and support abortion services for these women as a part of the national family planning program. 4. TARGET SYSTIi:M Since 1962, the nationwide target system has been used to set a target for each method, and the target number of acceptors is then apportioned out to various sub-areas according to the number of eligible couples in each area. Because these targets are set without consideration for demographic factors, particular tastes, prejudices, and previous patterns of acceptance in the area, a high discontinuation rate for all methods and a high wastage rate for the oral pill and condom results. In the future. to alleviate these problems of the methodbased target system. an alternative. such as the weighted-credit system, should be adopted on a nation wide basis. In this system. each contraceptive method is. assigned a specific number of points based upon the couple-years of protection (CYP) provided by the method. and no specific targets for each method are given. 5. INCREASE OF STERILIZA.TION TARGET Two special projects. the hospital-based family planning program and the armed forces program, has greatly contributed to the increasing acceptance in female and male sterilization respectively. From January-September 1974, 28,773 sterilizations were performed. During the same time in 1975, 46,894 were performed; a 63% increase. If this trend continues, by the end of 1975. approximately 70,000 sterilizations will have been performed. Sterilization is a much better method than both the loop and pill, in terms of more effective contraceptive protection and the almost zero dropout rate. In the future, the. family planning program should continue to stress the special programs which make more sterilizations possible. In particular, it should seek to add the laparoscope techniques to facilitate female sterilization acceptance rates. 6. INCREASE NUMBER OF PRIVATE ACCEPTORS Among the current family planning users, approximately 1/3 are in the private sector and thus do not- require government subsidy. The number of private acceptors increases with increasing urbanization and economic growth. To speed this process, the government initiated the special hospital based family planning program which is utilized mostly by the private sector. However, in the future, to further hasten the increase of private acceptors, the government should encourage doctors in private practice to provide family planning services, and provide the contraceptive supplies. This way, those do utilize the private medical system will also be able to receive family planning services and pay for it. Another means of increasing the number of private acceptors, IS to greatly expand the commercial outlets for pills and condoms beyond the existing service points of drugstores, hospitals, and health centers. 7. IE&C PROGRAM The current preferred family size is nearly twice as high as needed to achieve a stable poplation. Also, a strong boy preference hinders a small family size as nearly all couples fuel they must have at least one or more sons. The IE&C program must, in the future, strive to emphasize the values of the small family and equality of the sexes. A second problem for the IE&C program to work. with in the: future is the large group of people who approves family planning, want no more children, but do not practice. The IE&C program must work to motivate these people to accept family planning And finally, for those who already practice, an IE&C program in the future must stress continuation of use. The IE&C campaign, to insure highest effectiveness, should be based on a detailed factor analysis of contraceptive discontinuance. In conclusion, Korea faces a serious unfavorable sociodemographic situation- in the future unless the population growth rate can be curtailed. And in the future, the decrease in fertility will depend solely on the family planning program, as the effect of other socio-economic factors has already been maximumally felt. A second serious factor to consider is the increasing number of eligible women due to the 1950's baby boom. Thus, to meet these challenges, the program target must be increased and the program must improve the effectiveness of its current activities and develop new programs.

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일부지역 치과위생사의 직무만족에 영향을 미치는 요인 (A study on factors affecting the job satisfaction of dental hygienists in part areas)

  • 심형순;이향님
    • 한국치위생학회지
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    • 제10권4호
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    • pp.555-565
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    • 2010
  • Objectives : This study was intended to examine job satisfaction in dental hygienists working in the Gwangju Jeonnam area and provide basic materials for the efficient management of dental clinics and the improvement of working conditions in dental hygienists. Methods : In order to achieve this purpose, the questionnaire survey was conducted from August 13 to October 6, 2007. Of a total of 394 questionnaires, 34 was excluded because of poor responses and finally 360(Gwangju 296, Jeonnam 64) were analyzed. Results : For job satisfaction associated with the total career and turnover, satisfaction was increased with the total career. Job satisfaction associated with working conditions became higher as a monthly mean paycheck was increased or when an incentive, in the annual pay system and long-service men preference was provided(p<0.05). Job satisfaction was 3.26. The highest satisfaction at detailed factors was found in patient relation(3.85), colleague relation(3.40), prospects(3.26), dentistry organization(3.17), autonomy(3.10), and pay(2.78). For detailed factors of job satisfaction, the most influential factor was monthly mean paycheck, followed by incentive, age and marriage(p<0.05). Conclusions : When dental hygienists' working environment is planned and improved in the rational and desirable direction, their job satisfaction will be improved. As a result, it will contribute to a decrease in the jobless rate and an increase in the productivity of oral care and the efficiency of hospital management.