• 제목/요약/키워드: Medical Service Needs

검색결과 490건 처리시간 0.029초

의료 서비스에 대한 만족도 측정 도구의 개발 (The Development of Satisfaction Tool to Health Care Services - focused on Patients and their families -)

  • 강소영;이선미
    • 한국의료질향상학회지
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    • 제3권1호
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    • pp.104-124
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    • 1996
  • Background : In these days, the health care organizations have concerned about customer-centered care in order to empower the competitiveness on the health care markets. The departments working for quality management of the hospitals have used health care quality indicators in terms of medical areas as well as service areas of the hospitals. However, there were insufficient efforts to develop the credible measurement to seek the customers' needs, their expectations and their satisfaction levels related to health care services because various kinds of challenges were in the process of scale development to measure customers' satisfaction in health care. The purpose of this study was to develop the satisfaction scale to health care services in a Korea health care organization and to test its tool with validity and reliability. Method : The concept of this tool was acceptability that one of the components of health care quality defined by Donabedian. Acceptability has the five dimensions of concept: Accessibility; Patient-Practitioner Relations; Amenities; Patient Preferences as to the effects of care; and Patient Preferences as to the costs of care. The Satisfaction Tool to Health Care Services was reviewed by expert panel with five researchers, including hospital managers and a professor related to quality management of the hospitals. As a result, the content validity index was .84 in the outpatient satisfaction tool. The inpatient satisfaction tool had .87 of the content validity index. The Satisfaction Tools to Health Care Services finally consisted of 44 items for outpatients/their families and of 60 items for inpatients/their families. Study subjects of the construct validity test were 479 outpatients/their families and 561 inpatients/their families who visited or admitted at a University hospital from July 1, 1996 through August 10, 1996. The data were examined by Factor Analysis with SPSS. Result : The items of Satisfaction tools for outpatients/their families were categorized by eleven factors with eigenvalue greater than 1.0 accounting for 64.2 percent of the variation in item scores. Also, the items of inpatient tool had eleven factors with eigenvalue greater than 1.0 accounting for 60.3 percent of the variation in item scores. The reliability of overall scale were .95 and .96 for the outpatients/their families satisfaction scores and inpatient/their families satisfaction scores. The internal consistency reliability with eleven factors was ranged from .30 to .94 for inpatients/their families. The Satisfaction Tool with eleven factors for inpatients/their families had internal consistency reliability ranged from .53 to .89. Conclusion : The Satisfaction Tools to Health Care Services focused on outpatients/their families and inpatients/their families developed in this study had a high reliability and the strong evidence of content validity and construct validity based on quality concept. Therefore, this tool would be utilized as a credible quality indicator of health care services to assess the quality problems and to monitor the quality improvement activities in Korean Health Care Organizations.

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호스피스 자원봉사활동의 실태 및 지원에 관한 연구 - 대전ㆍ충청권을 중심으로

  • 황영숙;모선희
    • 호스피스학술지
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    • 제5권1호
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    • pp.14-25
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    • 2005
  • This study was conducted to examine the present state, types of services, difficulties, education programs, motivation, satisfaction and attitude of hospice volunteers and also to suggest supporting programs for the volunteer. For these purposes, a questionnaire was distributed among the 200 hospice volunteers in ten hospice organizations in Daejeon and Chungcheong province. In this research, 85.5% of the respondents were women and most of them were housewives in their forties and fifties. The majority of hospice volunteers had an education background of more than high school. Christianity (94%) was the dominant religion of volunteers. Among the service area of the hospice, emotional caring, such as listening closely and establishing empathy were the most frequently done by the respondents and the next one was spiritual care. Hospice volunteers who had started with altruistic motivation show more dynamic activities in emotional, spiritual, physical caring and so on, than those with non-altruistic motivation. Most of the respondents expressed that they felt a hospice volunteer was valuable. However they had a hard time to overcome the sorrow coming from sharing empathy with the dying patients. Those who had started with altruistic motivation usually took part in two times per a week and had more positive attitude. Volunteers who had been working more than five years showed better attitude than those who had been working less than three years. The longer the voluntary services, the more positive attitude experienced by volunteers. Hospice volunteers encountered the most considerable difficulty with lack of background knowledge and their actual capability. Insufficiency of time was the next reason for the considerable difficulty of the hospice volunteer. On the other hand, those who served more than twice per week replied that lack of background knowledge and their capability were the least considerable difficulty. Insufficiency of time was the reason of difficulty for male volunteers, as well as for females under thirty and those in their forties and fifties respectively. Generally most of the hospice volunteers (70%) were satisfied with their services and they usually satisfied with physical caring, spiritual caring, hospice's family caring. The less difficulty in voluntary services, more satisfaction for the volunteers in the end. There is a positive correlation between a attitude of the hospice volunteer and frequency of voluntary services while the volunteers' difficulty affect negatively their attitude as well as the frequency of voluntary services. Most of the hospice volunteers want to have more education about basic skills, volunteer's attitude and role, spirituality, the way of attending on the hospice and so on. Most of them considered discussion and sharing different cases as the most effective method. They also wish to had more supporting programs for the hospice volunteers(in the order of their needs) such as regular events, newsletters, personal concern, social meetings among the volunteers, insurance and minimum expenses. Based on the study results, more programs should be run in order to activate the voluntary services regardless of their gender and education background. A continuous practical supporting policy and education programs are required in order to provide special education and training courses considering every field of voluntary services. Expanding the role of the volunteers allows them more opportunities to take part in voluntary services and th activate participation. It is necessary to establish a new hospice system as a part public medical system, which can not only facilitate the voluntary services for a hospice but also enhance professional hospice volunteers. Finally, experts are needed to operate the voluntary services effectively.

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대학생들의 개인정보보호의 인식과 개인정보의 민감도에 대한 연구 (Perception of Privacy and Sensitivity of Personal Information among University Students)

  • 부유경;노진원;김유미;김성수;나영아
    • 한국조리학회지
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    • 제21권5호
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    • pp.25-37
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    • 2015
  • 본 연구는 정보를 빠르게 수용하고 활용하는 대학생들이 정보보호의 중요성과 건강정보에 관한 인식을 알아보고 대학교에서 개인정보보호 교육의 필요성을 확인하고자 경기도 소재 대학교 3개 학과 학생 전수를 대상으로 설문조사를 수행하였다. 조사결과 개인정보의 민감도는 민감정보, 건강정보, 일반개인정보 순으로 높았다. 민감정보는 주민번호, 주소 및 휴대전화번호에서, 건강정보는 진단명, 검사결과, 과거병력, 투약정보에서 민감하게 반응하였다. 여학생이 남학생보다, 성년이 미성년보다, 고학년일수록, 개인정보보호교육 경험자가 교육받은 적이 없는 응답자에 비하여 개인건강정보에 대한 인식수준이 높고 민감도 차이를 나타났다. 또한, 개인정보의 제공의사는 공공 및 의학연구보다 영리목적일 경우 제공불가라고 응답한 비율이 높았다. 특히 학생들은 주민번호, 성병과 같은 진단명의 공개나 과거 병력이 민감하게 반응하여 개인의 프라이버시 침해를 우려하였다. 보건 전공계열 학생이 기타 계열의 학생보다 의학연구나 교육 공공목적에 정보제공의사가 높아 교과 학습을 통해 공공목적이나 의학연구에 있어서 정보제공의 중요성에 관한 인식이 높음을 알 수 있었다. 건강정보는 개인에게 있어서 매우 민감한 정보이지만 의학 발전이나 공중보건의 측면에서 적절한 정보의 활용 또한 고려되어야 한다. 다양한 개인정보 유출 피해가 증가하고 있으므로, 정보주체로서 개인정보보호 의식 함양을 위해 대학 교양교육과정 또는 정보관련 교과목에 개인정보보호 교육을 포함시킴으로써 개인정보보호에 대한 인식수준을 높이는 것이 필요하다.

24주간 운동이 고등학교 단거리 선수의 심폐능력, 기초체력, 신체조성 및 근력에 미치는 영향 (Effects of 24 weeks of Training program on Aerobic Capacity, Body Composition, Physical Fitness, and Muscular strength in High School Sprinters)

  • 문태영;김인동;한건수
    • 한국산학기술학회논문지
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    • 제11권11호
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    • pp.4360-4366
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    • 2010
  • 본 연구에서는 고등학교 단거리 선수의 심폐능력, 기초체력, 신체조성, 그리고 각 부위별 근력이 24주간 운동을 통하여 어떠한 변화가 있는지 규명하였다. D 고등학교에 재학중이며 운동경력이 최소 4년이상된 남자 단거리 선수 8명을 연구대상자로 선정하였다. 운동 전 후 연구대상자들의 심폐능력, 신체조성, 근력 그리고 기초체력을 측정하여 자료처리 하였다. 본 연구결과, 체지방률, 체지방량, 제지방량, 그리고 체수분량 모두 훈련 후 통계적으로 유의한 증가가 있었다(p<0.05). $VO_2$max와 aerobic threshold는 운동전보다 향상되었으며 통계적으로 매우 유의한 변화가 나타났다 (p<0.05). 근력 및 기초체력 또한 통계적으로 유의한 상승 변화을 보였다 (p<0.05.) 본 연구결과 24주간의 훈련 프로그램은 남자 고등학교 단거리 선수들의 총체적 체력 향상을 도모하였다. 단거리 훈련 프로그램 작성 시 전통적인 방법으로 훈련을 계획하고 실천하기 보다는 경기력 향상 및 부상 예방을 위하여 훈련 전 종합적인 신체검사 및 체력 검사를 전문가와 같이 실시 및 평가하여 이를 토대로 개인의 체력에 맞게 훈련 프로그램을 계획 실천할 필요가 있을 것이다.

전화 아기건강상담을 통해 나타난 우리나라 어머니들의 육아문제 분석 (Analysis of Telephone Counseling Service on Child Health)

  • 송지호;한경자;오가실;조결자;이자형;박은숙;조갑출;탁영란;안영미
    • Child Health Nursing Research
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    • 제7권2호
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    • pp.245-257
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    • 2001
  • This study analyzed the services as operated by the Child Health Telephone Service Center. The Center is a toll free service operated as part of the community services of the Korean Academic Society of Child Health Nursing. The aim of the study was to describe the concerns of child caregivers regarding child health care as discussed during telephone counseling. Specific objectives were as follows: 1. To analyze the activities of the Center. 2. To describe the characteristics of caregivers who made phone calls for counseling services and also the characteristics of their children. 3. To analyze the content of the counseling sessions. 4. To analyze counseling content according to the characteristics of the caregivers and their children. Data used for the study were obtained from the counseling records for the period from Sept. to Dec. 1999, as kept by the three counselors at the Center. The total number of calls was 8,261 and that consisted of 15,150 questions. The total questions were merged into 13,236 by eliminating those questions which overlapped or were of similar content. The final 13,236 questions were used for the final analyses. Almost of the callers (98.4%) were mothers. Among them 89.6% were between 25 and 35 years of age. Geographical distribution of the callers covered the whole nation. The largest numbers who made the calls were from the Seoul metropolitan area (36%), followed by 28% from Kyung Gi Province, and 20% were from the Kyung Sang area. Among 8,261 callers, 72.8% were first users. Sex of the babies and children in question for counseling was about even for males and females and ages ranged from one month to six years. The largest group (62.5%) was the less than six month age group. The finalized 13,236 questions/problems were categorized into 11 problem areas. They were in order of frequency, physical problems, feedings and nutrient concerns, information on child rearing, growth and development, guidance on utilization of child care facilities, elimination problems, sleeping concerns, immunization related concerns, behavior problems, injury and accidents, and safety measures. The most frequent problems for counseling were physical signs and symptoms (27.3%), followed by feeding and nutrients, information on child rearing, and growth and development. Of physical problems, abnormal gastrointestinal signs and symptoms were the most frequent concern and skin problems were next at 25% and 23.3% respectively. Loose bowels, vomiting and constipation were the most frequent gastrointestinal problems. Atopic dermatitis had the highest frequency at 53.3% with diaper rash being the second highest among the skin problems. About 80% of the growth and developmental category were physical development concerns related to physiological, body growth, and motor and sensory development. This study constitutes the activity report for the first year of the Center. The findings correspond with literature reports on child health problems and parents educational needs. One recommendation from this study is that since the services of the Center are carried out only by telephone, the psychology of the counselees and the counselor relationship must be considered for better services.

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효과적인 산전관리를 위한 고객관계관리(CRM)의 도입 (The Application of Customer Relationship Management for the Effective Prenatal Care)

  • 신숙;백수경;강성홍;김유미
    • 한국병원경영학회지
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    • 제10권1호
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    • pp.93-114
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    • 2005
  • The prenatal care is the preventive medical service to help the pregnant mother deliver the healthy baby. It's regular examines give some chances to check-up the healthy conditions. This thesis concentrates on the CRM system to support an effective prenatal care system and prove the effectiveness of it. As CRM is the adapted management related to the customer's own information, it is important to develop the CRM model classified by the patients characteristics. A general hospital in Busan operated the CRM system to carry out the effective prenatal care and there is an analysis to ensure the effectiveness of CRM system for the pregnant women in our maternity ward. The results can be summarized as follows: 1) According to the comparisons with the CRM system, we can conclude the system is desirable. (1) Maternal Age : In the age distribution, the prenatal visit frequency, triple marker freqency, oral GTT and targeted ultrasonography in the experimental group in 30 to 34 years old is higher on the whole. For over 35 years old group, the higher frequency comes out in the oral GTT and targeted ultrasonography and for 25 to 29 years old group the different figure shows just in the targeted ultrasonography. (2) Area of residence: There is a clear difference in all the items in Busan and near area but no sign of difference in prenatal visits and oral GTT in other residencial area. Especially in the targeted ultrasonography the higher figure shows in the experimental group located in the both areas. The targeted ultrasonography is known as the specific examination which should be examined by the specialists, on the contrary the other examinations can be operated in the small clinic. So the public information and seminars related with ultrasonography increases the check-up frequency. The clinic requests some ultrasonographical examinations to the specialists in general hospital. (3) Parity: The clear difference shows that the CRM system causes the prenatal visit frequency to become higher in experimental group. The figure is 9.7 times and 8.6 times each. This is opposite that the past study said multiparity reduced the average prenatal visits. But the result of CRM is considered as the method to help the multiparity understand the importance of the prenatal care. (4) Obstetrical history: In the experimental group of the spontaneous delivery group, the figure is higher in the prenatal visit frequency, triple marker, oral GTT and targeted ultrasonography but the Caesarean section delivery group has higher figure in targeted ultrasonography. (5) In the first check-up, the rate of targeted ultrasonography in under 16 week pregnancy, in the 16 week pregnancy to 32 week pregnancy and the over 32 week pregnancy in the experimental group is upper than the compared one. For the oral GTT, there is a difference in under 16 week pregnancy but no difference in prenatal visits and triple marker. 2) The analysis of characteristics of prenatal care through the decision tree resulted in the fact that the most important variable is the residential area. After the delivery frequency is following, the obstetrical history and maternal age are in order. It is the same result in the triple marker and oral GTT. Consequently it is the same order of important variables in CRM system. The effectiveness of CRM system is proved in this study. The CRM system is a marketing method to control and lead the customers through the segmentation of customer data. It increases the new customer aquisition, maintenance of loyal customers, augmentation of customers value, activation of potential customers and creation of life time customers. So eventually it can enlarge the customers value. The medical institution should make efforts to establish the data base enforced by the customer's information on the underlying ordinary data system to carry out the CRM system effectively. In addition, it should develop the a variety of marketing strategy in order to set up one to one marketing satisfying the needs of individual patients.

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점포선택속성이 브랜드 태도에 미치는 영향에 관한 연구: 6개 메이저 브랜드 커피전문점을 중심으로 (Study on the Effects of Shop Choice Properties on Brand Attitudes: Focus on Six Major Coffee Shop Brands)

  • 이원호;김수옥;이상윤;윤명길
    • 유통과학연구
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    • 제10권3호
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    • pp.51-61
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    • 2012
  • 본 연구는 커피 시장에 대한 시장 규모가 커지고 점차 확대되고 있는 대형 브랜드 커피전문점을 중심으로 점포선택 속성(가격, 종업원서비스, 점포의 입지, 점포 분위기)을 4가지로 규정하여, 그 선택속성들과 커피전문점 이용자의 특성이 어떠한 관계가 있는 가를 알아보자 하였으며, 또한 커피전문점의 브랜드 태도에는 어떠한 영향을 미치는 바를 조사하였다. 그 결과 이용자의 특성에 따라 차이가 났지만 점포선택속성 중 점포의 분위기와 점포입지가 점포선택 속성에 가장 큰 영향을 미치는 것으로 나타났다. 따라서 이러한 결과를 토대로 본 연구는 커피전문점이 충성고객을 확보하기 위해 어떠한 속성에 중점을 두어야 하며 아울러 소비자의 욕구에 부합되는 선택 속성을 연구하고자 한다. 특히, 유통학문의 연구방법론은 크게 2가지로 규범적 연구방법론, 실증적 연구방법론(경험적 분석기법, 통계적 분석기법)이 있는데, 이중에 본 연구는 실증적 연구방법론중에서 통계적 분석기법을 활용한다. 본 연구의 한계점으로는 첫째, 응답자의 분포가 수도권에 편중되어 있다는 것이다. 본 연구에 이용된 2차 자료를 보면 서울지역의 응답자 수는 경기도 지역에 비해 압도적으로 많았고 경기도 지역의 응답자 수 또한 6대 광역시에 비해 압도적으로 많았다. 따라서 지역 표본이 해당 지역의 모집단을 대표하는데 어느 정도의 한계가 있다고 판단된다. 둘째, 응답자의 비율을 측정척도로 사용한 점이다. 본 연구에서 점포선택속성에 대한 지각정도와 브랜드 선호도를 측정함에 있어서 응답자의 비율을 척도로 사용하였는데 이를 통해 점포선택속성과 브랜드 선호도 간의 관계, 집단 간 차이를 비교적 정확하게 규명하기에는 한계가 따른다. 따라서 향후 연구에서는 위의 한계점을 보완하고 다음과 같은 추가적인 연구가 필요할 것이라 판단된다. 커피전문점들이 점차 지방으로 확대되어 가고 있는 추세에 비추어 볼 때, 6대 광역시 뿐만 아니라 지방 소도시의 소비자들까지 포함하여 설문조사를 실행하여 1차 자료를 수집하는 것이다. 특히 설문조사에서 관련된 변수들을 리커트 척도로 측정하되 점포선택속성에 대한 지각정도, 브랜드 선호도 외에도 재 구매의도까지 포함시킬 수 있다. 따라서 상관관계분석, 다중회귀분석, 분산분석 등을 통해 더욱 정교한 실증분석을 실행하여 소비자의 태도와 행동에 대한 보다 세밀한 분석결과를 도출해야 할 것으로 사료된다.

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청소년들의 건강상태와 건강행위 인지에 관한 연구 (A study of teenager's perceptions of health behavior and health status)

  • 조원정;김모임
    • 보건교육건강증진학회지
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    • 제4권2호
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    • pp.32-45
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    • 1987
  • This research attempted to identify basic data related to the nursing of teenagers that would aid in the establishment of nursing care that would meet their health needs, and further to identify which health related activities, are carried out by teenagers, so that appropriate nursing service and health care can be planned for them. The subjects of the study were students at one seoul boys high school and one seoul girls high school. Data was collected between December 16 and. December 19, 1986. The tool used in the study was a questionnaire about the health needs and concerns of teenagers developed at John's Hopkins University and translated and standardized for Korean students. The date was coded fer analysis using' the SPSS program and percentages, mean scores' with standard deviations, Chi square test, and ANOVA, were used for analysis. The following results were obtained : 1. The health status of teenagers : Looking at the health status of teenagers, it can be seen from this study that over half of the teenagers questioned replied that they do not get enough sleep, further that even though they are feeling sick they go to school. However, when asked what they thought of their health, the majority replied that they were healthy, and although they thought about their bea1th was not a concern when they were planning other activities. With regard to health status, there was a significant difference between male and female students concerning whether they were handicapped with regard to sleep, their opinion about their own health, and the amount of time lost from school for illness over the past month, whether in comparison with those of the same age they had more sickeness of not, and whether they had to think about their health when planning other activities. There was also a significant difference according to the age of the students as to whether they worried more about being sick than other members of their age group. 2. Health Realted Activeties of Teenagers : Most of the students in the study reported that they did not get regular physical examinations of health check ups, nor did they get legular examinations when they were sick. Few students reported that they smoked. Most of the students reported taking part in activities that promoted health but about half also reported that they were involved in activities that they knew were detrimental to their health. Further on statistical analysis, there was a significant difference between male and female students regarding health related activities and problems of teenagers and whether they were examined by a medical person when they were sick. 3. The degree of interest and responsibility of teenagers for their own Health: In the section on responsibility for health, the teenagers replies were highest, 4. 5, for the statements, "My health is dependent how much I pay attention to it" and "My health is responsibility" and lowest, 3. 9, for the statement "I am healthy because I have cared for my health so far." With regard to interest in their own health, the majority of the teenagers in the study were more concerned about their studies, high score of 4. 4, than in matters directly related to health. The use of drugs, birth control and masturbation were low on the interest scale. The more involvement in health related activities, the higher the score was for responsibility and this difference was significant, but this did not apply to interest in health. Similarly there was also a significant difference regarding participation in activities known to be detrimental to health and responsiblity for health, but not for interest in health.

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도시보건소 직원의 보건소 업무에 대한 인식 및 견해 (A Study on Perception and Attitudes of Health Workers Towards the Organization and Activities of Urban Health Centers)

  • 이재무;강복수;이경수;김천태
    • Journal of Yeungnam Medical Science
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    • 제12권2호
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    • pp.347-365
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    • 1995
  • 도시 보건소 직원의 보건소 업무에 대한 인식 및 태도를 파악하기 위하여 대구직할시 7개 보건소 직원 310명을 대상으로 1994년 8월 15일부터 9월 30일까지 설문조사를 실시하여 252명(회수율 81.3%)의 자료를 분석하여 다음과 같은 결과를 얻었다. 조사대상은 남자가 95명(37.3%), 여자가 157명(62.3%)이고, 60.3%가 대졸이상자였다. 현재 근무부서의 시설이 보건사업을 수행하는데 적합하다고 한 의견이 28.6%, 적합하지 않다가 51.1%였고, 보유 기자재가 사업수행에 적합하다가 19.4%, 적합하지 않다가 39.0%였으며, 보건소의 인력수가 적정하다가 28.6%, 적합하지 않다가 44.8%였다. 근무부서의 예산이 보건사업 수행에 적합하다고 한 의견이 13.1%, 적합하지 않다가 38.5%였다. 지방자치제 실시후 사업내용이 바뀌어야 한다고 한 의견이 51.9%, 지방자치제의 실시가 자신의 근무부서의 업무에 도움이 된다고 한 의견이 25.4%, 도움되지 않는다가 24.6%였다. 지방자치제 실시에 따라 보건소의 조직과 기능이 개선되어야 한다는 의견은 78.6%였다. 사업 목표량의 설정이 해당 부서나 지역의 실정에 비추어 맞게 책정되어 있다는 의견이 11.1%, '그렇지 않다'가 43.3%였다. 업무 수행을 위한 전문적인 지식이나 기술에 대한 교육을 더 받아야 한다고 한 의견이 57.5%, 더 받을 필요없다가 20.6%였고, 자신의 업무수행에 자율성이 있다고 생각하는 견해가 35.7%, 자율성이 없다가 25.8%였으며, 현재 하고 일에 만족한다가 39.3%, 만족하지 못한다가 16.3%였다. 보건소의 인사관리에 대해서는 11.5% 합리적이라고 하였고, 47.3%가 불합리적 이라고 하였으며, 보건소가 주민들로부터 신뢰를 받고 있다는 의견이 41.3%, '그렇지 않다'는 의견이 13.1%였다. 보건소에서 지역주민에게 제공하는 서비스 중에서 잘 시행되고 있는 사업은 결핵관리, 일반진료, 모자보건사업의 순이었으며, 부족한 사업은 보건교육, 치과진료, 위생, 통합보건사업의 순이었다. 향후 보건소에서 주민에게 제공해야 할 서비스로는 노인보건사업, 가정의료사업, 재활보건사업, 당뇨병관리, 고혈압관리, 학교보건사업, 정신보건사업의 순으로 지적하였다. 보건소 근무자들은 시설, 기자재, 인력, 예산, 인사관리, 사업목표량의 설정 및 평가, 인사관리 등에 대해서는 부정적인 의견이 많았으며, 업무수행을 위한 보수교육, 지방자치제 실시를 통한 업무의 변화, 업무의 자율성, 업무의 만족도 면에서는 대체로 긍정적인 의견을 가진 것으로 나타났다.

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주관적 웰빙 상태 측정을 위한 비정형 데이터의 상황기반 긍부정성 분석 방법 (Analyzing Contextual Polarity of Unstructured Data for Measuring Subjective Well-Being)

  • 최석재;송영은;권오병
    • 지능정보연구
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    • 제22권1호
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    • pp.83-105
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    • 2016
  • 의료IT 서비스의 유망 분야인 정신건강 증진을 위한 주관적 웰빙 서비스(subjective well-being service) 구현의 핵심은 개인의 주관적 웰빙 상태를 정확하고 무구속적이며 비용 효율적으로 측정하는 것인데 이를 위해 보편적으로 사용되는 설문지에 의한 자기보고나 신체부착형 센서 기반의 측정 방법론은 정확성은 뛰어나나 비용효율성과 무구속성에 취약하다. 비용효율성과 무구속성을 보강하기 위한 온라인 텍스트 기반의 측정 방법은 사전에 준비된 감정어 어휘만을 사용함으로써 상황에 따라 감정어로 볼 수 있는 이른바 상황적 긍부정성(contextual polarity)을 고려하지 못하여 측정 정확도가 낮다. 한편 기존의 상황적 긍부정성을 활용한 감성분석으로는 주관적 웰빙 상태인 맥락에서의 감성분석을 할 수 있는 감정어휘사전이나 온톨로지가 구축되어 있지 않다. 더구나 온톨로지 구축도 매우 노력이 소요되는 작업이다. 따라서 본 연구의 목적은 온라인상에 사용자의 의견이 표출된 비정형 텍스트로부터 주관적 웰빙과 관련한 상황감정어를 추출하고, 이를 근거로 상황적 긍부정성 파악의 정확도를 개선하는 방법을 제안하는 것이다. 기본 절차는 다음과 같다. 먼저 일반 감정어휘사전을 준비한다. 본 연구에서는 가장 대표적인 디지털 감정어휘사전인 SentiWordNet을 사용하였다. 둘째, 정신건강지수를 동적으로 추정하는데 필요한 비정형 자료인 Corpora를 온라인 서베이로 확보하였다. 셋째, Corpora로부터 세 가지 종류의 자원을 확보하였다. 넷째, 자원을 입력변수로 하고 특정 정신건강 상태의 지수값을 종속변수로 하는 추론 모형을 구축하고 추론 규칙을 추출하였다. 마지막으로, 추론 규칙으로 정신건강 상태를 추론하였다. 본 연구는 감정을 분석함에 있어, 기존의 연구들과 달리 상황적 감정어를 적용하여 특정 도메인에 따라 다양한 감정 어휘를 파악할 수 있다는 점에서 독창성이 있다.