• 제목/요약/키워드: Government20. E-government

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대학도서관에 있어서 사서중심의 장서개발은 가능한가\ulcorner-부산대학교 도서관을 중심으로-

  • 김정근
    • 한국도서관정보학회지
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    • 제20권
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    • pp.61-105
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    • 1993
  • For decades, general services and accounting officers have been dominant forces in collection development activities in college and university libraries in Korea. The role of certified librarians has been rather peripheral. This has been allowed by the fact that library acquisitions departments had to be headed by non-librarian general administrative officers by the government regulation. The philosophy behind this regulation was that acquiring library materials was not any different from simple purchasing act of other useful goods in the marketplace. In affiliation with the element of general administrative officers, domestic book-sellers also had a great influence in collection building activities in college and university libraries in Korea. This has been made possible by the fact that no other people could su n.0, pply library materials, especially foreign library materials. It has been pointed out for years that the mechanism in which general administrative officers and domestic book-sellers had a greater say in library acquisitions activities was especially inefficient in acquiring wanted materials in wanted speed and in wanted price. In this mechanism, books and periodicals were mere goods. They were not perceived as intellectual property holding information and knowledge in them. Since the student movement to revolutionize the library system of the Pusan National University, September 1987 to December 1988, the creative and progressive elements in this university library have been making great efforts to change the acquisitions system in this library into a more efficient one by putting certified librarians at the center of the whole acquisitions process. These efforts have been successful to a certain degree. In this discursive study of the case of the Pusan National University Library, I have tried to achieve a social description of the library process in which progressively motivated librarians succeeded in alienating administrative officers and book-sellers and in grasping in their hands the hegemony in the collection building aspect of library activities. It has been discovered that this was possible only when the librarians were mature enough to have their kind of professionalism, i.e., professional ethics and craftsmanship.

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Internet Revolution in Bangladesh

  • Rahman, Mizanoor
    • 한국전자거래학회:학술대회논문집
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    • 한국전자거래학회 2004년도 e-Biz World Conference
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    • pp.65-72
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    • 2004
  • The Internet is a social and economic foundation, apparently destined for human communication and interaction. It is supposed to allow for more interactive and innovative ways for people to do what they do in 'real lift'. There is no shilly-shallying to say that at present, Internet has become a commanding and useful tool for empowerment and income making in developing countries. It is very difficult to say that at present internet has turned into a popular and useful thing among the Bangladeshi people like students, doctors, engineers, businessmen, researchers as well as politician who are being logged into the internet for getting information what they want. Though the Internet was invented in 1970 but it came late in Bangladesh through UUCPs (Unix-to-Unix copy) email connectivity in 1993 and IP connectivity in 1996. Having launched Internet, on June 1996 National polls result were broadcast through the using of World Wide Web (WWW) that was the first ever practice trial in Bangladesh. On June 1996, the government has approved to allow VSAT (Very Small Aperture Terminal) in the country's private sector to operate as Internet Service Provider (ISPs). At the end of year, there were only two ISPs in the country and number of users near about one thousand only. But next year in 1997, the total number of ISPs was more than a dozen and the clientele growth was ten times higher than that of the previous year. From then, the number of Internet users and ISPs are increasing significantly in Bangladesh. About 40 ISP are providing internet service among as many as 3, 20,000 users at present out of almost 130 license holder ISP provider but among the ISPs, most of the ISPs are placed in Dhaka and few are working in Comilla, Sylhet, Rajshahi, Chittagong and Khulna. It should be mention that currently, broadband internet (Radio, Cable) connection is working side by side dial -up connection where broadband accounts 10,000. This paper will have a comprehensive discussion on the current situations of Internet and some of the contemporary issues in the matter concerned.

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Status of Policies Relating Biosafety

  • Jang, Hi-min
    • Journal of Plant Biotechnology
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    • 제5권1호
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    • pp.13-17
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    • 2003
  • Biotechnology is certainly one of the major landmarks in the 20th century history of science. It may produce enormous utility to human beings, but at the same time, it carries huge potential risks to the environment and public health. Thus, with a view to securing safety for the environment and public health in relation to the development and use of living modified organisms (LMOs), the Cartagena Protocol on Biosafety was adopted, in which a regulation Procedure as to the transboundary movements, transportation, handling, and use of LMOs were drawn up. In order to prepare for the entry into force of the Protocol, the Republic of Korea legislated the "Act on the Transboundary Movements of living modified organisms(hereinafter referred as the 'Act')" in Mar 2001, and has pre-announced the enactments of the enforcement ordinance and the enforcement regulation to the Act. Pursuant to the Act, the Ministry of Commerce, Industry and Energy, as a Competent National Authority, is making efforts to implement domestic biosafety schemes in cooperation with other bio-related government ministries. In order for these efforts to reap fruits, industry, academia, and research institutions should cooperate with one another, and civic groups and NGOs should narrow the differences in opinions and timely respond to the fast-changing situations. Focusing on the precautionary principle, the Protocol puts a great emphasis on the importance of information sharing amongst countries, and the Act also follows this principle. In order to gurantee biosafety, countries around the world, including the ROK, agreed to establish National Biosafety Clearing, designed to provide the information on the export/import of LMOs, R'||'&'||'Ds, risk assessment, safety control, etc. and register it on the CBD Central Biosafety Clearing House.e.

An Overview of Kenyan Aquaculture: Current Status, Challenges, and Opportunities for Future Development

  • Munguti, Jonathan Mbonge;Kim, Jeong-Dae;Ogello, Erick Ochieng
    • Fisheries and Aquatic Sciences
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    • 제17권1호
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    • pp.1-11
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    • 2014
  • The Kenyan aquaculture sector is broadly categorized into freshwater aquaculture and mariculture. Whereas freshwater aquaculture has recorded significant progress over the last decade, the mariculture sector has yet to be fully exploited. The Kenyan aquaculture industry has seen slow growth for decades until recently, when the government-funded Economic Stimulus Program increased fish farming nationwide. Thus far, the program has facilitated the alleviation of poverty, spurred regional development, and led to increased commercial thinking among Kenyan fish farmers. Indeed, national aquaculture production grew from 1,000 MT/y in 2000 (equivalent to 1% of national fish production) to 12,000 MT/y, representing 7% of the national harvest, in 2010. The production is projected to hit 20,000 MT/y, representing 10% of total production and valued at USD 22.5 million over the next 5 years. The dominant aquaculture systems in Kenya include earthen and lined ponds, dams, and tanks distributed across the country. The most commonly farmed fish species are Nile tilapia Oreochromis niloticus, which accounts for about 75% of production, followed by African catfish Clarias gariepinus, which contributes about 21% of aquaculture production. Other species include common carp Cyprinus carpio, rainbow trout Oncorhynchus mykiss, koi carp Cyprinus carpio carpio, and goldfish Carassius auratus. Recently, Kenyan researchers have begun culturing native fish species such as Labeo victorianus and Labeo cylindricus at the National Aquaculture Research Development and Training Centre in Sagana. Apart from limited knowledge of modern aquaculture technology, the Kenyan aquaculture sector still suffers from an inadequate supply of certified quality seed fish and feed, incomprehensive aquaculture policy, and low funding for research. Glaring opportunities in the Kenyan aquaculture industry include the production of live fish food, e.g., Artemia, daphnia and rotifers, marine fish and shellfish larviculture; seaweed farming; cage culture; integrated fish farming; culture of indigenous fish species; and investment in the fish feed industry.

Home Healthcare Service Awareness Survey for Korean Medicine Doctors: a survey study

  • Hye In Jeong;Taegwang Nam;Minhui Hong;Kyeong Han Kim
    • 대한약침학회지
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    • 제26권1호
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    • pp.60-66
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    • 2023
  • Objectives: Discussions regarding "medical blind spots" in Korea's "aging society" are continuously rising. In addition, the demand for medical attention and care for the elderly and vulnerable populations continues to increase. Given this, the government is promoting the "home healthcare service" project. This study aims to lay the foundation for promoting this project by investigating the perception of clinical Korean Medicine (KM) doctors in the "community health care" project. Methods: With the cooperation of the Association of Korean Medicine, we sent a questionnaire to all KM doctors through e-mail. The survey included personal information, awareness, appropriate disease and intervention, proper visit location, and pros and cons. Results: A total of 602 responses were collected and analyzed. Approximately 20% of the doctors answered that they were well aware of the service, while 55% responded that they did not know about it. For a visit, a KM doctor selected the appropriate diseases in the order of stroke, dementia and Parkinson's disease, osteoarthritis, and chronic diseases. Among treatments, acupuncture, moxibustion, and herbal medicine exhibited similar results. The most common opinion was that KM doctors should schedule their visits once a week for 6-12 months, which was the most prolonged period among the given options. More than 80% (84.1%) of the doctors replied that care projects were highly essential, and about 63.8% expressed their willingness to participate in these projects. Conclusion: To provide appropriate home health care, we must raise awareness among Korean medicine doctors. In addition, the healthcare budget must be increased to provide the required support.

Vulnerability to human immunodeficiency virus infection and associated factors among married women in northwest Ethiopia: a cross-sectional study

  • Asiya Hussien;Abdissa Boka;Asnake Fantu
    • 여성건강간호학회지
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    • 제28권4호
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    • pp.307-316
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    • 2022
  • Purpose: This study investigated the vulnerability to human immunodeficiency virus (HIV) infection and associated factors among married women in northwest Ethiopia. Methods: A community-based cross-sectional survey (n=657) was conducted from April 1 to 15, 2020, in Metema District, northwest Ethiopia, in four randomly selected kebele administrations (the lowest level of local government). The inclusion criteria were married women aged ≥18 years residing with their husbands. Logistic regression analysis was conducted to identify factors associated with married women's vulnerability to HIV infection. Results: Participants were on average 33.70±9.50 years and nearly one-fourth (n=148, 22.5%) were identified as vulnerable to HIV infection (i.e., experienced sexually transmitted disease symptoms or an extramarital affair of either spouse within the past 12 months). Only 18.9% reported sexual communication with their husband. Respondents who did not discuss the risk of HIV infection with their husbands had fivefold odds of vulnerability (adjusted odds ratio [AOR], 5.02; 95% confidence interval [CI], 1.43-17.5). Those who did not have premarital sex (AOR, 0.20; 95% CI, 0.05-0.77) had no worries about HIV infection (AOR, 0.27; 95% CI, 0.08-0.94), sufficient income (AOR, 0.56; 95% CI, 0.16-0.86), and less than four children (AOR, 0.69; 95% CI, 0.50-0.97) had decreased odds of being vulnerable to HIV than their counterparts. Conclusion: Not discussing risk of HIV infection with husband was a major factor of vulnerability to HIV infection as was premarital sex, worry about HIV, income, and number of children. Measures to strengthen couple's sexual communication and support economical stability is important for decreasing HIV vulnerability.

호박벌 일벌독의 성분 분석 및 생리활성 탐색 (Protein Composition and Biological Activities of Bombus ignitus Venom)

  • 한상미;이광길;여주홍;권해용;우순옥;윤형주;김미애;김원태;백하주
    • 한국응용곤충학회지
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    • 제46권2호
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    • pp.229-234
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    • 2007
  • 호박벌 일벌독의 성분과 생리활성을 규명하기 위하여 단백질 성분분석과 암세포 생육 저해 효능, 항균력을 검토하였다. 이차원단백질 분석을 통해 호박별의 일벌독은 63개의 단백질이 존재하는 것으로 확인되었으며, 가장 많은 함량을 보이는 3개의 단백질을 염기서열 분석하였다. 그러나 이들 성분은 아직 밝혀지지 않은 성분으로 판단되었다. 호박벌 일벌독의 암세포 (간암; Hep3B, 폐암; A549, 유방암; BT-20, 위암; AGS) 에 대한 생육 저해능은 시료 농도가 증가함에 따라 증가하는 경향을 보이며 100ng/ml에서 간암세포 (Hep3B) 에 대한 생육 저해능이 55%로 가장 높았다. 항균활성에 E. faecium 과 S. sonnei에 대하여 최소발육억제농도와 최소살균농도 모두 각각 0.256ug/ml 로 강한 항균활성을 나타내었으며, 그 외의 피검균에 대해서도 비교적 높은 활성을 보였다. 이상의 결과로부터 호박벌 일벌독의 성분은 다른 벌의 독성분과는 차이를 보이며, 그 생리활성에 있어 약리학적 이용이 가능할 것으로 판단되었다.

토픽모델링과 언어네트워크분석을 활용한 스마트팜 연구 동향 분석 (A Study on Research Trends in the Smart Farm Field using Topic Modeling and Semantic Network Analysis)

  • 오주연;이준명;홍의기
    • 디지털융복합연구
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    • 제20권2호
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    • pp.203-215
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    • 2022
  • 본 연구의 목적은 토픽모델링과 언어네트워크분석을 활용하여 한국의 스마트팜 분야 연구 동향과 지식구조를 파악하는 것이다. 연구목적을 달성하기 위하여 KCI(Korea Citation Index)의 스마트팜 관련 국내 학술지 104편을 대상으로 핵심어와 핵심어들의 연결 관계를 분석하고, LDA 토픽모델링 기법을 이용하여 연구주제와 관련된 토픽들을 분석하였다. 언어네트워크분석 결과, 국내 스마트팜 관련 연구 분야의 주요핵심어는 '환경', '시스템', '사용', '기술', '재배' 등이 나타났으며, 연결중심성, 매개중심성, 위세중심성 결과도 제시하였다. 토픽모델링분석결과, Topic 1은 '스마트팜 도입 분석', Topic 2는 '친환경 스마트팜과 스마트팜의 경제적 효율성', Topic 3은 '스마트팜 플랫폼 설계', Topic 4는 '스마트팜 생산 최적화', Topic 5는 '스마트팜 생태계', Topic 6은 '스마트팜 시스템 구현', Topic 7은 '스마트팜 관련 정부 정책'으로 나타났다. 본 연구는 국내 스마트팜 관련 연구 동향을 살펴봄으로써, 향후 국내의 스마트팜을 발전시키는 데 필요한 정책개발과 연구 방향성을 설정하는데 기초자료가 될 것으로 기대한다.

가족계획과 모자보건 통합을 위한 조산원의 투입효과 분석 -서산지역의 개입연구 평가보고- (An Intervention Study on Integration of Family Planning and Maternal/Infant Care Services in Rural Korea)

  • 방숙;한성현;이정자;안문영;이인숙;김은실;김종호
    • Journal of Preventive Medicine and Public Health
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    • 제20권1호
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    • pp.165-203
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    • 1987
  • This project was a service-cum-research effort with a quasi-experimental study design to examine the health benefits of an integrated Family Planning (FP)/Maternal & Child health (MCH) Service approach that provides crucial factors missing in the present on-going programs. The specific objectives were: 1) To test the effectiveness of trained nurse/midwives (MW) assigned as change agents in the Health Sub-Center (HSC) to bring about the changes in the eight FP/MCH indicators, namely; (i)FP/MCH contacts between field workers and their clients (ii) the use of effective FP methods, (iii) the inter-birth interval and/or open interval, (iv) prenatal care by medically qualified personnel, (v) medically supervised deliveries, (vi) the rate of induced abortion, (vii) maternal and infant morbidity, and (viii) preinatal & infant mortality. 2) To measure the integrative linkage (contacts) between MW & HSC workers and between HSC and clients. 3) To examine the organizational or administrative factors influencing integrative linkage between health workers. Study design; The above objectives called for quasi-experimental design setting up a study and control area with and without a midwife. An active intervention program (FP/MCH minimum 'package' program) was conducted for a 2 year period from June 1982-July 1984 in Seosan County and 'before and after' surveys were conducted to measure the change. Service input; This study was undertaken by the Soonchunhyang University in collaboration with WHO. After a baseline survery in 1981, trained nurses/midwives were introduced into two health sub-centers in a rural setting (Seosan county) for a 2 year period from 1982 to 1984. A major service input was the establishment of midwifery services in the existing health delivery system with emphasis on nurse/midwife's role as the link between health workers (nurse aids) and village health workers, and the referral of risk patients to the private physician (OBGY specialist). An evaluation survey was made in August 1984 to assess the effectiveness of this alternative integrated approach in the study areas in comparison with the control area which had normal government services. Method of evaluation; a. In this study, the primary objective was first to examine to what extent the FP/MCH package program brought about changes in the pre-determined eight indicators (outcome and impact measures) and the following relationship was first analyzed; b. Nevertheless, this project did not automatically accept the assumption that if two or more activities were integrated, the results would automatically be better than a non-integrated or categorical program. There is a need to assess the 'integration process' itself within the package program. The process of integration was measured in terms of interactive linkages, or the quantity & quality of contacts between workers & clients and among workers. Intergrative linkages were hypothesized to be influenced by organizational factors at the HSC clinic level including HSC goals, sltrurture, authority, leadership style, resources, and personal characteristics of HSC staff. The extent or degree of integration, as measured by the intensity of integrative linkages, was in turn presumed to influence programme performance. Thus as indicated diagrammatically below, organizational factors constituted the independent variables, integration as the intervening variable and programme performance with respect to family planning and health services as the dependent variable: Concerning organizational factors, however, due to the limited number of HSCs (2 in the study area and 3 in the control area), they were studied by participatory observation of an anthropologist who was independent of the project. In this observation, we examined whether the assumed integration process actually occurred or not. If not, what were the constraints in producing an effective integration process. Summary of Findings; A) Program effects and impact 1. Effects on FP use: During this 2 year action period, FP acceptance increased from 58% in 1981 to 78% in 1984 in both the study and control areas. This increase in both areas was mainly due to the new family planning campaign driven by the Government for the same study period. Therefore, there was no increment of FP acceptance rate due to additional input of MW to the on-going FP program. But in the study area, quality aspects of FP were somewhat improved, having a better continuation rate of IUDs & pills and more use of effective Contraceptive methods in comparison with the control area. 2. Effects of use of MCH services: Between the study and control areas, however, there was a significant difference in maternal and child health care. For example, the coverage of prenatal care was increased from 53% for 1981 birth cohort to 75% for 1984 birth cohort in the study area. In the control area, the same increased from 41% (1981) to 65% (1984). It is noteworthy that almost two thirds of the recent birth cohort received prenatal care even in the control area, indicating that there is a growing demand of MCH care as the size of family norm becomes smaller 3. There has been a substantive increase in delivery care by medical professions in the study area, with an annual increase rate of 10% due to midwives input in the study areas. The project had about two times greater effect on postnatal care (68% vs. 33%) at delivery care(45.2% vs. 26.1%). 4. The study area had better reproductive efficiency (wanted pregancies with FP practice & healthy live births survived by one year old) than the control area, especially among women under 30 (14.1% vs. 9.6%). The proportion of women who preferred the 1st trimester for their first prenatal care rose significantly in the study area as compared to the control area (24% vs 13%). B) Effects on Interactive Linkage 1. This project made a contribution in making several useful steps in the direction of service integration, namely; i) The health workers have become familiar with procedures on how to work together with each other (especially with a midwife) in carrying out their work in FP/MCH and, ii) The health workers have gotten a feeling of the usefulness of family health records (statistical integration) in identifying targets in their own work and their usefulness in caring for family health. 2. On the other hand, because of a lack of required organizational factors, complete linkage was not obtained as the project intended. i) In regards to the government health worker's activities in terms of home visiting there was not much difference between the study & control areas though the MW did more home visiting than Government health workers. ii) In assessing the service performance of MW & health workers, the midwives balanced their workload between 40% FP, 40% MCH & 20% other activities (mainly immunization). However, $85{\sim}90%$ of the services provided by the health workers were other than FP/MCH, mainly for immunizations such as the encephalitis campaign. In the control area, a similar pattern was observed. Over 75% of their service was other than FP/MCH. Therefore, the pattern shows the health workers are a long way from becoming multipurpose workers even though the government is pushing in this direction. 3. Villagers were much more likely to visit the health sub-center clinic in the study area than in the control area (58% vs.31%) and for more combined care (45% vs.23%). C) Organization factors (admistrative integrative issues) 1. When MW (new workers with higher qualification) were introduced to HSC, it was noted that there were conflicts between the existing HSC workers (Nurse aids with less qualification than MW) and the MW for the beginning period of the project. The cause of the conflict was studied by an anthropologist and it was pointed out that these functional integration problems stemmed from the structural inadequacies of the health subcenter organization as indicated below; i) There is still no general consensus about the objectives and goals of the project between the project staff and the existing health workers. ii) There is no formal linkage between the responsibility of each member's job in the health sub-center. iii) There is still little chance for midwives to play a catalytic role or to establish communicative networks between workers in order to link various knowledge and skills to provide better FP/MCH services in the health sub-center. 2. Based on the above findings the project recommended to the County Chief (who has power to control the administrative staff and the technical staff in his county) the following ; i) In order to solve the conflicts between the individual roles and functions in performing health care activities, there must be goals agreed upon by both. ii) The health sub·center must function as an autonomous organization to undertake the integration health project. In order to do that, it is necessary to support administrative considerations, and to establish a communication system for supervision and to control of the health sub-centers. iii) The administrative organization, tentatively, must be organized to bind the health worker's midwive's and director's jobs by an organic relationship in order to achieve the integrative system under the leadership of health sub-center director. After submitting this observation report, there has been better understanding from frequent meetings & communication between HW/MW in FP/MCH work as the program developed. Lessons learned from the Seosan Project (on issues of FP/MCH integration in Korea); 1) A majority or about 80% of the couples are now practicing FP. As indicated by the study, there is a growing demand from clients for the health system to provide more MCH services than FP in order to maintain the achieved small size of family through FP practice. It is fortunate to see that the government is now formulating a MCH policy for the year 2,000 and revising MCH laws and regulations to emphasize more MCH care for achieving a small size family through family planning practice. 2) Goal consensus in FP/MCH shouBd be made among the health workers It administrators, especially to emphasize the need of care of 'wanted' child. But there is a long way to go to realize the 'real' integration of FP into MCH in Korea, unless there is a structural integration FP/MCH because a categorical FP is still first priority to reduce the rate of population growth for economic reasons but not yet for health/welfare reasons in practice. 3) There should be more financial allocation: (i) a midwife should be made available to help to promote the MCH program and coordinate services, (in) there should be a health sub·center director who can provide leadership training for managing the integrated program. There is a need for 'organizational support', if the decision of integration is made to obtain benefit from both FP & MCH. In other words, costs should be paid equally to both FP/MCH. The integration slogan itself, without the commitment of paying such costs, is powerless to advocate it. 4) Need of management training for middle level health personnel is more acute as the Government has already constructed 90 MCH centers attached to the County Health Center but without adequate manpower, facilities, and guidelines for integrating the work of both FP and MCH. 5) The local government still considers these MCH centers only as delivery centers to take care only of those visiting maternity cases. The MCH center should be a center for the managment of all pregnancies occurring in the community and the promotion of FP with a systematic and effective linkage of resources available in the county such as i.e. Village Health Worker, Community Health Practitioner, Health Sub-center Physicians & Health workers, Doctors and Midwives in MCH center, OBGY Specialists in clinics & hospitals as practiced by the Seosan project at primary health care level.

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머신러닝 혁신 특성과 니치의 탄생: 한국 스타트업 사례를 중심으로 (Innovation Patterns of Machine Learning and a Birth of Niche: Focusing on Startup Cases in the Republic of Korea)

  • 강송희;진성민;백필호
    • 한국전자거래학회지
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    • 제26권3호
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    • pp.1-20
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    • 2021
  • 코로나19 대유행으로 세계경제포럼에서 그레이트 리셋이 논의되면서 제4차산업혁명의 동력인 인공지능도 조명을 받고 있다. 그러나 인공지능 분야의 기업 연구는 아직도 희소하다. 2000년 이후 관련 연구는 기존 기업에 어떻게 인공지능을 적용하여 가치를 창출할 것인가에 초점이 맞춰져 있으며, 신생기업들이 어떻게 기회를 포착하고 기존 사업자들 사이에 진입하여 새로운 가치를 창출하는지에 대한 연구는 거의 찾아볼 수 없다. 이에 본 연구는 소프트웨어의 세부 분야인 인공지능 기반 신생기업들이 기존 소프트웨어 산업과 어떻게 다른 혁신패턴을 갖는가라는 연구 질문을 가지고 다층적 접근론의 종합적 틀을 활용하여 신생 기업들의 사례를 분석하였다. 대상 기업들은 창업 7년 내 의료, 금융, 마케팅/광고, 유통, 제조 분야에서 의도적으로 표집된 머신러닝 모델링 전문 신생 기업들로 벤처기업 인증을 받은 고성장 기업들이다. 분석 결과 기존 소프트웨어 기업들은 전사적 통합 관점의 프로세스 혁신을 이루어냈다면, 이들만의 혁신 패턴은 기존의 프로세스들을 잘게 해체하여 자동화나 가치창출이 어려웠던 단위 프로세스들을 식별해 내고 데이터 기반으로 자동화, 최적화하여 새로운 가치를 제공하고 있다는 것이다. 이 연구의 기여는 통합적인 다층적 접근론의 틀의 유효성을 검증하면서 인공지능 기반 신생 기업들의 탄생과 그들의 혁신 패턴을 제시했다는 데에 있다. 한편 기업 실무적, 정부 정책적 함의를 정리하면, 데이터를 기반으로 혁신을 이끌어내기 때문에 신생 기업일지라도 데이터 관련 규제 등에 대한 제도 대응 역량이 강조되며, 정부는 관련 제도의 불확실성을 제거하고 구체화하여 예측가능하고 유연한 사업 환경을 마련할 필요가 있다.