• 산업경영시스템학회지
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• 제40권4호
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• pp.164-170
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• 2017

The CNC machine tool field is showing a growing trend with the recent rapid development of manufacturing industries such as semiconductors, automobiles, medical devices, various inspection and test equipment, mechanical metal processing equipment, aircraft, shipbuilding and electronic equipment. However, small and medium-sized machining companies that use CNC machine tools are experiencing difficulties in increasingly intense competition. Especially, small companies which are receiving orders from 3rd or 4th venders are very difficult in business management. In recent years, company S experienced difficulty to make product quality and delivery time due to the ignorance of the processing method when manufacturing cooling plate jig made of SUS304 material used for cell phone liquid crystal glass processing. In order to solve these problems, we redesigned the process according to the size of our company and tried to manage all processes with quantified data. In the meantime, we have found that there is a need to improve the cutter process, which accounts for most of the machining process. Therefore, we have investigated the correlation between RPM and FEED of three cutters that have been used in the past. As a result, we found that it is the most urgent problem to solve the roughing process during the cutter operation which occupies more than 70% of the total machining. In order to shorten the machining time and improve the quality in machining of SUS304 cooling plate jig, we select the main factors such as price, tool life, maintenance cost, productivity, quality, RPM, and FEED and use AHP to find the most suitable milling cutter. We also tried to solve the problem of delivery, quality and production capacity which was a big problem of S company through experiment operation with selected cutter tool. As a result, the following conclusions were drawn. First, the most efficient of the three cutters currently available in the machining center has proven to be an M-cutter. Second, although one additional facility was required, it was possible to produce the existing facilities without additional investment by supplementing the lack of production capacity due to productivity improvement. Third, the Company's difficulties in delivery and capacity shortfalls have been resolved. Fourth, annual sales increased by KRW 109 million and profits increased by KRW 32 million annually. Fifth, it can confirm the usefulness of AHP method in corporate decision making and it can be utilized in various facility investment and process improvement in the future.

• Safety and Health at Work
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• 제10권3호
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• pp.377-383
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• 2019

Objectives: Exposure to fine particles in urban air has been associated with a number of negative health effects. High levels of fine particles have been detected at underground stations in big cities. We investigated the exposure conditions in four occupational groups in the Stockholm underground train system to identify high-exposed groups and study variations in exposure. Methods: $PM_1$ and $PM_{2.5}$ were measured during three full work shifts on 44 underground workers. Fluctuations in exposure were monitored by a real-time particle monitoring instrument, pDR, DataRAM. Qualitative analysis of particle content was performed using inductively coupled plasma mass spectrometry. Nitrogen dioxide was measured using passive monitors. Results: For all underground workers, the geometric mean (GM) of $PM_1$ was $18{\mu}g/m^3$ and of $PM_{2.5}$ was $37{\mu}g/m^3$. The particle exposure was highest for cleaners/platform workers, and the GM of $PM_1$ was $31.6{\mu}g/m^3$ [geometric standard deviation (GSD), 1.6] and of $PM_{2.5}$ was $76.5{\mu}g/m^3$ (GSD, 1.3); the particle exposure was lowest for ticket sellers, and the GM of $PM_1$ was $4.9{\mu}g/m^3$ (GSD, 2.1) and of $PM_{2.5}$ was $9.3{\mu}g/m^3$ (GSD, 1.5). The $PM_1$ and $PM_{2.5}$ levels were five times higher in the underground system than at the street level, and the particles in the underground had high iron content. The train driver's nitrogen dioxide exposure level was $64.1{\mu}g/m^3$ (GSD, 1.5). Conclusions: Cleaners and other platform workers were statistically significantly more exposed to particles than train drivers or ticket sellers. Particle concentrations ($PM_{2.5}$) in the Stockholm underground system were within the same range as in the New York underground system but were much lower than in several older underground systems around the world.

• 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.

• 지능정보연구
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• 제21권1호
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• pp.1-13
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• 2015

빅데이터 및 오피니언 마이닝 분야가 대두됨에 따라 정보 검색/추출, 특히 비정형 데이터에서의 정보 검색/추출 기술의 중요성이 나날이 부각되어지고 있다. 또한 정보 검색 분야에서는 이용자의 의도에 맞는 결과를 제공할 수 있는 검색엔진의 성능향상을 위한 다양한 연구들이 진행되고 있다. 이러한 정보 검색/추출 분야에서 자연어처리 기술은 비정형 데이터 분석/처리 분야에서 중요한 기술이고, 자연어처리에 있어서 하나의 단어가 여러개의 모호한 의미를 가질 수 있는 단어 중의성 문제는 자연어처리의 성능을 향상시키기 위해 우선적으로 해결해야하는 문제점들의 하나이다. 본 연구는 단어 중의성 해소 방법에 사용될 수 있는 말뭉치를 많은 시간과 노력이 요구되는 수동적인 방법이 아닌, 사전들의 예제를 활용하여 자동적으로 생성할 수 있는 방법을 소개한다. 즉, 기존의 수동적인 방법으로 의미 태깅된 세종말뭉치에 표준국어대사전의 예제를 자동적으로 태깅하여 결합한 말뭉치를 사용한 단어 중의성 해소 방법을 소개한다. 표준국어대사전에서 단어 중의성 해소의 주요 대상인 전체 명사 (265,655개) 중에 중의성 해소의 대상이 되는 중의어 (29,868개)의 각 센스 (93,522개)와 연관된 속담, 용례 문장 (56,914개)들을 결합 말뭉치에 추가하였다. 품사 및 센스가 같이 태깅된 세종말뭉치의 약 79만개의 문장과 표준국어대사전의 약 5.7만개의 문장을 각각 또는 병합하여 교차검증을 사용하여 실험을 진행하였다. 실험 결과는 결합 말뭉치를 사용하였을 때 정확도와 재현율에 있어서 향상된 결과가 발견되었다. 본 연구의 결과는 인터넷 검색엔진 등의 검색결과의 성능향상과 오피니언 마이닝, 텍스트 마이닝과 관련한 자연어 분석/처리에 있어서 문장의 내용을 보다 명확히 파악하는데 도움을 줄 수 있을 것으로 기대되어진다.

• 한국융합학회논문지
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• 제11권11호
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• pp.321-335
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• 2020

본고는 4차 산업의 발전과 함께 빅데이터, 정보통신기술, 사물인터넷, 사물통신, 인공지능 등을 활용하여 도시경쟁력을 강화하기 위한 방안으로 스마트시티에 대한 관심과 욕구가 점점 증대하고 관련기술도 발전하고 있는 상황에서 스마트웰페어시티에 관한 구상을 전제로 어떠한 방법을 통해 이러한 목표를 달성할 것인가, 다시 말해서 최소한 보건·의료·복지 등 돌봄영역에서의 스마트웰페어시티를 구상하고 그것이 실현가능한지에 대해 살펴보는데 그 목적이 있다. 이러한 인식에서 본고에서는 종래부터 논의되어 왔던 스마트시티의 개념과 영역 및 현재까지의 논의와 사회보장·사회복지에의 접목에 관한 문제나 한계 등에 대해 살펴보고, 이를 기초로 스마트웰페어시티의 개념을 도출하고자 하였다. 그리고 그 실현을 위한 방안으로서의 사회보장플랫폼의 요소와 특성을 파악하고 스마트시티 중 특히 돌봄영역을 중심으로 그 적용가능성에 대해 살펴보았다. 나아가 정책적·제도적 개선방안으로서 표준화, 개인정보 및 공공데이터의 활용, 사회보장정보시스템을 중심으로 하는 제도적 개선방안에 대해 논의를 전개하였다. 이러한 논의는 우리 사회가 지향하고자 하는 디지털 기반의 커뮤니티 케어, 나아가 스마트웰페어시티를 구현하는데 나름의 중요한 의미를 부여하는 것이라고 판단된다. 특히 본고의 특성상 행동설계 및 7하 원칙 등을 기반으로 하는 사회보장플랫폼에 대해서는 스마트시티 중 보건·의료·복지분야에 한정하여 다루었다는 점을 감안할 때 이 외의 다른 영역에도 미칠 영향에 대해서는 또 다른 측면에서의 연구가 필요하며, 여기에 다양한 방면에서의 기술 등의 접목과 활용, 그리고 이에 따라 우리 사회에 미칠 영향이나 변화의 정도 등에 대해서도 고려할 필요가 있을 것으로 사료된다. 본고에서 다루고 있는 내용들이 스마트시티 뿐 아니라 사회보장·사회복지체계 등에 관한 방향과 흐름, 미래상을 제시하고, 이를 기반으로 분야별·영역별 보완과 정비를 통해 삶의 질 향상이라는 취지와 목표를 실현하는데 조금이나마 기여할 수 있기를 기대해 본다.

• 대한예방한의학회지
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• 제6권1호
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• pp.95-95
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• 2002

This study was conducted to examine housewives' knowledge level of herb medicine and its related factors in Korea. Data were collected from 667 housewives from April 1, 1999 to June 30, 1999. The results of this study are summarized as follows. 1. According to general characteristics of the subjects, 29.1$\%$ of the subjects was over fifties. 28.6$\%$ was primary school graduate. while 25.5$\%$ was high school graduate. In case of job, the unemployed was 67.0$\%$ and professional／clerical worker was 19.6$\%$. 82.0$\%$ had spouses and 45.7$\%$ believed in Buddha. 50.8$\%$ of the subjects lived in big cities and 76.7$\%$ was the middle class. In case of their health condition, 33.4$\%$ was in good health, while 5 1.1$\%$ suffered from certain diseases and 43.9$\%$ was not satisfied with health conditions. 2. The proportion of experience in taking herb medicine was 86.4$\%$. The marital status and health condition were significantly related to the experience in taking herb medicine. When the respondents took diseases, 68.0$\%$ of them were experienced in folk remedy. The variables of age and religion were significantly related to experience in folk remedy. 3. According to the respondents opinions of the effect of the folk remedy, 'effective' was 78.5$\%$ and 'common' was 17.6$\%$, while 'not effective' was 3.9$\%$. 59.3$\%$ of the respondents thought that the folk remedy had scientific basis. 4. In case of information sources on herb medicine, 59.7$\%$ of the respondents obtained the information from TV or Radio. 13.7$\%$ of them got it from magazines related to Oriental medicine and 13.3$\%$ of them obtained it from newspapers or related books. The information sources were significantly related to age and health condition. The knowledge level of herb medicine was 20.76${\pm}$2.66 point on the basis of 30 points. The knowledge level was significantly related to age, occupation, health condition, information sources, experience in taking herb medicine, and opinions of scientific basis of the folk remedy. 5. The respondents marked 2.23${\pm}$0.64 points on the basis of 3.0 points in the question of the effect of taking herb medicine in summer, 2.30${\pm}$0.61 points in the question of the relationship between taking deer antlers and becoming clear-headed, 2.72${\pm}$0.56 points in the question of ginseng, 2.51${\pm}$0.56 points in the question of the relationship between taking herb medicine and being harmful to the liver, 1.94${\pm}$0.74 points in the question of taking herb medicine during the period of pregnancy, 1.84${\pm}$0.78 points in the question of the relationship between menstrual irregularity and motherwort, 2.00${\pm}$0.83 points in the question of the relationship between taking herb medicine and getting fat, 1.76${\pm}$0.89 points in the question of the relationship between Ssanghwatang and cold, 2.15${\pm}$0.76 points in the question of taking honey, and 1.45${\pm}$0.77 points in the question of selecting foods during the period of taking herb medicine. 6. The factors influencing decision of taking herb medicine were experience of taking herb medicine, intention of receiving treatment by folk remedy, occupation, health condition, and age. As seen in the above results, the knowledge level of taking herb medicine during the period of pregnancy, the relationship between menstrual irregularity and motherwort, Ssanghwatang, honey, and selecting foods during the period of taking herb medicine was very low. Therefore, it is necessary to develop education programs in order to provide community residents with basic knowledge of herb medicine. In doing so, the government, Oriental medical doctors, and associations related to herb medicine must make great efforts.

• 대한예방한의학회지
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• 제6권1호
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• pp.96-116
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• 2002

This study was conducted to examine housewives' knowledge level of herb medicine and its related factors in Korea. Data were collected from 667 housewives from April 1, 1999 to June 30, 1999. The results of this study are summarized as follows. 1. According to general characteristics of the subjects, 29.1% of the subjects was over fifties. 28.6% was primary school graduate. while 25.5% was high school graduate. In case of job, the unemployed was 67.0% and professional／clerical worker was 19.6%. 82.0% had spouses and 45.7% believed in Buddha. 50.8% of the subjects lived in big cities and 76.7% was the middle class. In case of their health condition, 33.4% was in good health, while 51.1% suffered from certain diseases and 43.9% was not satisfied with health conditions. 2. The proportion of experience in taking herb medicine was 86.4%. The marital status and health condition were significantly related to the experience in taking herb medicine. When the respondents took diseases, 68.0% of them were experienced in folk remedy. The variables of age and religion were significantly related to experience in folk remedy. 3. According to the respondents opinions of the effect of the folk remedy, 'effective' was 78.5% and 'common' was 17.6%, while 'not effective' was 3.9%. 59.3% of the respondents thought that the folk remedy had scientific basis. 4. In case of information sources on herb medicine, 59.7% of the respondents obtained the information from TV or Radio. 13.7% of them got it from magazines related to Oriental medicine and 13.3% of them obtained it from newspapers or related books. The information sources were significantly related to age and health condition. The knowledge level of herb medicine was $20.76{\pm}2.66$ point on the basis of 30 points. The knowledge level was significantly related to age, occupation, health condition, information sources, experience in taking herb medicine, and opinions of scientific basis of the folk remedy. 5. The respondents marked $2.23{\pm}0.64$ points on the basis of 3.0 points in the question of the effect of taking herb medicine in summer, $2.30{\pm}0.61$ points in the question of the relationship between taking deer antlers and becoming clear-headed, $2.72{\pm}0.56$ points in the question of ginseng, $2.51{\pm}0.56$ points in the question of the relationship between taking herb medicine and being harmful to the liver, $1.94{\pm}0.74$ points in the question of taking herb medicine during the period of pregnancy, $1.84{\pm}0.78$ points in the question of the relationship between menstrual irregularity and motherwort, $2.00{\pm}0.83$ points in the question of the relationship between taking herb medicine and getting fat, $1.76{\pm}0.89$ points in the question of the relationship between Ssanghwatang and cold, $2.15{\pm}0.76$ points in the question of taking honey, and $1.45{\pm}0.77$ points in the question of selecting foods during the period of taking herb medicine. 6. The factors influencing decision of taking herb medicine were experience of taking herb medicine, intention of receiving treatment by folk remedy, occupation, health condition, and age. As seen in the above results, the knowledge level of taking herb medicine during the period of pregnancy, the relationship between menstrual irregularity and motherwort, Ssanghwatang, honey, and selecting foods during the period of taking herb medicine was very low. Therefore, it is necessary to develop education programs in order to provide community residents with basic knowledge of herb medicine. In doing so, the government, Oriental medical doctors, and associations related to herb medicine must make great efforts.

• 가정간호학회지
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• 제4권
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• pp.5-22
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• 1997

The purpose of the study was to development an information delivery system for the home nursing service, to demonstrate and to evaluate the efficiency of it. The period of research conduct was from September 1996 to August 31, 1997. At the 1st stage to achieve the purpose, Firstly Assessment tool for the patients with cerebral vascular disease who have the first priority of HNS among the patients with various health problems at home was developed through literature review. Secondly, after identification of patient nursing problem by the home care nurse with the assessment tool, the patient's classification system developed by Park (1988) that was 128 nursing activities under 6 categories was used to identify the home care nurse's activities of the patient with CAV at home. The research team had several workshops with 5 clinical nurse experts to refine it. At last 110 nursing activities under 11 categories for the patients with CVA were derived. At the second stage, algorithms were developed to connect 110 nursing activities with the patient nursing problems identified by assessment tool. The computerizing process of the algorithms is as follows: These algorithms are realized with the computer program by use of the software engineering technique. The development is made by the prototyping method, which is the requirement analysis of the software specifications. The basic features of the usability, compatibility, adaptability and maintainability are taken into consideration. Particular emphasis is given to the efficient construction of the database. To enhance the database efficiency and to establish the structural cohesion, the data field is categorized with the weight of relevance to the particular disease. This approach permits the easy adaptability when numerous diseases are applied in the future. In paralleled with this, the expandability and maintainability is stressed through out the program development, which leads to the modular concept. However since the disease to be applied is increased in number as the project progress and since they are interrelated and coupled each other, the expand ability as well as maintainability should be considered with a big priority. Furthermore, since the system is to be synthesized with other medical systems in the future, these properties are very important. The prototype developed in this project is to be evaluated through the stage of system testing. There are various evaluation metrics such as cohesion, coupling and adaptability so on. But unfortunately, direct measurement of these metrics are very difficult, and accordingly, analytical and quantitative evaluations are almost impossible. Therefore, instead of the analytical evaluation, the experimental evaluation is to be applied through the test run by various users. This system testing will provide the viewpoint analysis of the user's level, and the detail and additional requirement specifications arising from user's real situation will be feedback into the system modeling. Also. the degree of freedom of the input and output will be improved, and the hardware limitation will be investigated. Upon the refining, the prototype system will be used as a design template. and will be used to develop the more extensive system. In detail. the relevant modules will be developed for the various diseases, and the module will be integrated by the macroscopic design process focusing on the inter modularity, generality of the database. and compatibility with other systems. The Home care Evaluation System is comprised of three main modules of : (1) General information on a patient, (2) General health status of a patient, and (3) Cerebrovascular disease patient. The general health status module has five sub modules of physical measurement, vitality, nursing, pharmaceutical description and emotional/cognition ability. The CVA patient module is divided into ten sub modules such as subjective sense, consciousness, memory and language pattern so on. The typical sub modules are described in appendix 3.

• 보건행정학회지
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• 제10권3호
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• pp.19-49
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• 2000

보건소 조직구조에 대한 인식도 점수는 5 점척도 기준으로 재량권 필요성에 대한 인식도가 3.55 점으로 가장 높았고 보건소 조직구조에 대한 일반적 인식이 3.06점, 업무분장의 적합성 3.05점, 인력ㆍ예산의 적정성이 2.93 점, 의사결정권 소재에 대한 인식이 2.77 점 순이었다. 보건소 조직구조에 대한 직원들의 일반적 인식도 점수는 중소도시에서, 50 대 이상에서, 고졸 이하에서, 6급이상에서, 공무원 근무경력이 20년이상에서, 현부서 근무기간이 2년이하에서, 월평균 보수가 181만원이상에서 각각 타 군보다 높았으며 이들 변수들은 유의한 관련성이 있었다 그리고 의사결정권 소재에 대한 인식도 점수는 대도시에서, 남자에서, 기혼자에서, 6급이상자에서, 보건ㆍ행정직에서, 월평균 보수가 131-180 만원에서 각각 타 군보다 높았으며 이들 변수들은 유의한 관련성이 있었다. 재량권 필요성에 대한 인식도 점수는 20 대에서, 미혼자에서, 대졸이상자에서, 간호직에서, 공무원 근무경력이 5년이하자에서, 현부서 근무기간이 2년 이하자에서, 월평균 보수가 80 만원 이하자에서 각각 타 군보다 높았다. 인력ㆍ예산 적정성에 대한 인식도 점수는 여자에서,30 대에서, 기혼자에서,8 급에서, 보건ㆍ행정직에서, 현부서 근무기간 2-4년인자에서 각각 타 군보다 높았다. 그리고 업무분장의 적합성에 대한 인식도 점수는 중소도시에서, 기혼자에서, 의료기술직에서, 공무원 근무경력이 20 년이상자에서, 현부서 근무기간이 4년이하자에서 각각 타 군보다 높았으며 이틀 변수들은 유의한 관련성이 있었다, 보건소 직원들의 보건소 조직관리에 대한 인식도 조사에서 의사결정시 의견반응에 관한 인식도가 2.92 점으로 가장 높았으며, 목표량 설정방법의 합리성에 관한 인식이 2.88점, 보건소 인사관리에 대한 인식이 2.63점이었다. 보건소 인사관리에 대한 인식도 점수는 중소도시에서, 40대에서, 6급 이상자에서, 의료기술직에서, 공무원 근무경력이 20년 이상자에서, 현부서 근무기간이 2년 이하자에서, 월평균 보수가 181만원 이상자에서 각각 타 군보다 높았으며 이들 변수들은 유의한 관련성이 있었다. 의사결정시 의견반응에 관한 인식도 점수는 중소도시에서, 여자에서, 8급에서, 보건ㆍ행정직에서, 현부서 근무기간 2 년 이하자에서 각각 타 군보다 높았으며, 목표량 설정방법의 합리성에 관한 인식도 점수는 50대 이상에서, 고졸 이하자에서,6 급 이상 자에서, 의무직에서, 공무원 근무경력 15-20 년인 자에서 각각 타 군보다 높았으며 이들 변수들은 유의한 관련성이 있었다. 직무만족도에 유의하게 영향을 미치는 요인은 성, 교육정도, 업무분장의 적합성, 목표량 설정방법의 합리성에 관한 인식, 동기요인, 위생요인 이었으며, 조직문화에 유의하게 영향을 미치는 요인은 연령, 공무원 근무경력, 현부서 근무기간, 보건소 인력ㆍ예산의 적정성에 대한 인식, 업무분장의 적합성, 의사결정시 의견반응에 관한 인식, 목표량 설정방법의 합리성에 관한 인식이었다.