• Title/Summary/Keyword: Data imbalance

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A Utilization Strategy of Nursing Staff by Types of Medical Institutions - nurse staffing level of medium and small-sized hospitals (의료기관별 간호인력 활용방안-중소병원 간호사 확보를 중심으로)

  • Hong, Ji Yeon;Chae, JungMi;Song, Mi Ra;Kim, Eun Mi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.8
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    • pp.162-170
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    • 2017
  • This study analyzed the current situation of medium and small-sized hospital nursing staff and related policies, and identified the factors that affect staffing level to provide evidence for planning and adopting policy. By analyzing the statistical data published by public institutions such as the Ministry of Health and Welfare and Health Insurance Review and Assessment Service, the result was viewed based on the understanding of various internal and external health care environments. The number of active nurses was less than 50% of the number of licensed nurses and has decreased every year. This means that the cost-effectiveness of increases in nursing college enrollment should be reconsidered. Inpatient nursing fees by staffing grades has caused nurses to move from medium and small-sized hospitals, where there is a severe lack of staff, to more advanced general hospitals. As a result, the lack of nursing staff in medium and small-sized hospitals has worsened. In conclusion, reexamination is needed to improve effectiveness of inpatient nursing fees by staffing grades as a policy to secure the workforce of medium and small-sized hospitals. Furthermore, the tracking management system of licensed nurses must be able to solve the imbalance between demand and supply of nursing staff.

Improvement of Altitude Measurement Algorithm Based on Accelerometer for Holding Drone's Altitude (드론의 고도 유지를 위한 가속도센서 기반 고도 측정 알고리즘 개선)

  • Kim, Deok Yeop;Yun, Bo Ram;Lee, Sunghee;Lee, Woo Jin
    • KIPS Transactions on Software and Data Engineering
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    • v.6 no.10
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    • pp.473-478
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    • 2017
  • Drones require altitude holding in order to achieve flight objectives. The altitude holding of the drone is to repeat the operation of raising or lowering the drone according to the altitude information being measured in real-time. When the drones are maintained altitude, the drone's altitude will continue to change due to external factors such as imbalance in thrust due to difference in motor speed or wind. Therefore, in order to maintain the altitude of drone, we have to exactly measure the continuously changing altitude of the drone. Generally, the acceleration sensor is used for measuring the height of the drones. In this method, there is a problem that the measured value due to the integration error accumulates, and the drone's vibration is recognized by the altitude change. To solve the difficulty of the altitude measurement, commercial drones and existing studies are used for altitude measurement together with acceleration sensors by adding other sensors. However, most of the additional sensors have a limitation on the measurement distance and when the sensors are used together, the calculation processing of the sensor values increases and the altitude measurement speed is delayed. Therefore, it is necessary to accurately measure the altitude of the drone without considering additional sensors or devices. In this paper, we propose a measurement algorithm that improves general altitude measurement method using acceleration sensor and show that accuracy of altitude holding and altitude measurement is improved as a result of applying this algorithm.

Local Community and Nursing-home of the resident elderly in the Comparative Study of the Time Use for Occupational balance (작업균형에 의한 시간 사용 비교 연구: 지역 사회 거주 노인과 시설 거주 노인을 기준으로)

  • Park, Hun-Kyung;Jeon, Byoung-Jin;Lee, Jae-sin;Kim, Su-Kyoung
    • The Journal of Korean society of community based occupational therapy
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    • v.4 no.2
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    • pp.41-51
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    • 2014
  • Objective : Local Community and Nursing-home of the elderly of the general characteristics and time use compared with the Occupational balance of the two groups is to look at what is being done. Method : The study conducted by the Time Use Survey 2009 of National Statistical office, the results were statistically analyzed 246 by based on more than 65 years of age and older living in Daejeon. The Comparison subjects of this study compared the Daejeon nursing homes in two locations were selected and 146 people of use on the general characteristics and time use data were collected. Analysis using SPSS 12.0 for correlation analysis and multiple logistic regression analysis for the study were analyzed. Result : Local Community and Nursing-home of the elderly are compared. Each classified behavior correlation showed significant results in a difference in a time-use, respectively and also Nursing-home of the elderly, non-activity time in the form of the activity time was higher than the results. Conclusion : Through this research, according to the living environment for elderly people with a time use to find out that there was significant, the elderly living in Nursing-home more than the elderly living in the community and show the imbalance of the Occupational could be.

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Correlation of Korean Elderly Dental Health Capacity and Preferred Foods (한국 노인의 치아건강도와 선호식품과의 관련성)

  • Ju, On-Ju;Kim, In-Ja
    • Journal of dental hygiene science
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    • v.15 no.6
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    • pp.712-720
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    • 2015
  • The purpose of this study is to examine whether any correlation exists between the dental health capacity and preferred foods of Korean senior citizens over the age of 65 years. The 5th Korean National Health and Nutrition Survey were used. Tissue health index (T-health), Sound teeth (ST), Functioning teeth index (FS-T), Present teeth (PT), and Missing teeth (MT) were used as variables to assess the dental health capacity of the elderly. Preferred foods of the elderly included 63 foods that were categorized as cereals, pulses and roots, meat and poultry, fish, vegetables, sea algae, fruits, milk and dairy products, cream and sugar, and other foods. For data analysis, the weighted average was taken into consideration to generate planning files, and then complex sample analysis were conducted. For statistical analysis, frequency analysis, t-test, one-way ANOVA, and compound specimen linear regression analysis were conducted. T-health score was significantly high in the group with high preference for cereals, fruits, and other foods. In terms of age and economic status, 65~69 years, 70~74 years, and mid to low range in the income ranges scored high in T-health. ST score was significant in the group that preferred cereals, other foods; the corresponding demographic profiles represent 65~69 years, 70~74 years, and the mid-range income communities. FS-T was significant in relation with a preference for fruits, creams and sugars, other foods; the scores were also high for 65~69 years, 70~74 years, and mid-low to low income groups. PT and MT were significant in the group that preferred cereals and fruits; the same applied for 65~69 years, 70~74 years, and mid-low to low income individuals (p<0.05). Food preferences seemed to vary depending on the dental health state of the elderly, and the dental health state of the elderly may act as a risk factor for nutritional imbalance.

Development of an UV Distribution Model for the Design of a Submerged UV Disinfection Reactor and Its Application (침지형 자외선 살균조 설계를 위한 자외선 분포 모델의 개발 및 적용)

  • Park, Changyeun;Kim, Sunghong;Choi, Younggyun
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.41 no.5
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    • pp.505-512
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    • 2021
  • A 3D model was developed to calculate the UV intensity of a submerged-type UV disinfection reactor. Numerical experiments were conducted by inputting the design factors of an open channel-type disinfection reactor and a pipe-type disinfection reactor that were installed in an actual sewage treatment plant. The following data were obtained: The average UV intensity of the installed open channel-type reactor and pipe-type reactor was 7.87 mW/cm2 and 13.09 mW/cm2, respectively; the UV dose reflecting the UV irradiation time and taking into account attenuation effects such as mixing imbalance, lamp aging, temperature, and fouling, was expected to be 21.1 mJ/cm2 and 24.8 mJ/cm2, respectively, and these values are 5 % and 24 % higher than the target UV dose of 20 mJ/cm2, respectively. By using the UV3D model, the optimal lamp position, which maximizes the average UV intensity without changing the size of the disinfection reactor or lamp output power, can be found. In this case, by only adjusting the lamp position, the average UV intensity can be increased by 0.9 % for the open channel-type and 0.5 % for the pipe-type, respectively. A better average UV intensity can be obtained by model simulation. By adjusting the horizontal and vertical ratio of the open channel-type reactor and by moving the lamp position, the average UV intensity can be increased by 7.4 % more than the present case.

A Study on the Induction of Infertility of Largemouth Bass (Micropterus salmoides) by CRISPR/Cas9 System (CRISPR/Cas9 System을 활용한 배스의 불임 유도에 대한 연구)

  • Park, Seung-Chul;Kim, Jong Hyun;Lee, Yoon Jeong
    • Korean Journal of Environment and Ecology
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    • v.35 no.5
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    • pp.503-524
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    • 2021
  • A largemouth bass (Micropterus salmoides) is an ecosystem disturbance fish species at the highest rank in the aquatic ecosystem, causing a serious imbalance in freshwater ecosystems. Although various attempts have been made to eradicate and control largemouth bass, no effective measures were found. Therefore, it is necessary to find an approach to maximize the effective population reduction based on the unique characteristics of largemouth bass. This study used the transcriptome analysis to derive 182,887 unigene contigs and select 12 types of final target sequences for applying the CRISPR/Cas9 system in the genes of IZUMO1 and Zona pellucida sperm-binding protein, which are proteins involved in sperm-egg recognition. After synthesizing 12 types of sgRNA capable of recognizing each target sequence, 12 types of Cas9-sgRNA ribonucleoprotein (RNP) complexes to be used in subsequent studies were prepared. This study searched the protein-coding gene of sperm-egg through the Next Generation Sequencing (NGS) and edited genes through the CRISPR/Cas9 system to induce infertile individuals that produced reproductive cells but could not form fertilized eggs. Through such a series of processes, it successfully established a composition development process for largemouth bass. It is judged that this study contributed to securing the valuable basic data for follow-up studies to verify its effect for the management of ecological disturbances without affecting the habitat of other endemic species in the same water system with the largemouth bass.

Survey on Housing Facilities and Management of Broiler Welfare Certified Farms (국내 동물복지 인증 육계농가의 사육시설 및 사육현황)

  • Cheon, Si Nae;Yoo, Geum Zoo;Jung, Ji Yeon;Kim, Chan Ho;Kim, Dong-Hoon;Jeon, Jung Hwan
    • Korean Journal of Organic Agriculture
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    • v.29 no.2
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    • pp.209-221
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    • 2021
  • The purpose of this study is to obtain basic data on housing facilities and management of broiler welfare certified farms in Korea. We investigated breeds, flock sizes, stocking density, perches, litter, plumage condition, and other diseases. In addition, we measured temperature, relative humidity, light intensity, ammonia, and carbon dioxide concentration in the barn. As result, criteria were met in all cases that we investigated. However, farmers commonly demanded relaxation of perch and litter. Perch usage of broiler was impractical due to low usage of it. Also, litter was increased, resulting in farmers' economic burden by the imbalance between supply and demand. This situation makes farmers reuse the litter. Unfortunately, there are no clear certification standards. During re-inspection, the animal welfare certification of farms was canceled due to the reuse of litter. It is difficult to modify the standard of perch due to the strong declarative meaning of animal welfare rather than the necessity of perch usage, however, the reuse of litter should be improved. It is important to think and solve any problems faced by all farms. Especially, animal welfare standards need to be improved in more clarity and rationality.

Effect on the Activity and Ratio of the Serratus Anterior, Pectoralis Major, and Upper Trapezius according to the Angle of Abduction and External Weight During Shoulder Protraction Exercise for Winged Scapular Subjects (날개 어깨뼈 대상자들에게 어깨 내밈 운동시 벌림 각도와 외부 무게에 따른 앞톱니근, 큰가슴근, 위 등세모근의 활성도 및 비율에 미치는 영향)

  • BadamKhorl, Yadam;Kim, Tae-ho;Park, Han-kyu
    • Physical Therapy Korea
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    • v.26 no.3
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    • pp.1-10
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    • 2019
  • Background: Winged scapular (WS) causes muscle imbalance with abnormal patterns when moving the arm. In particular, the over-activation of the upper trapezius (UT) and decrease in activity of the lower trapezius (LT) and serratus anterior (SA) produce abnormal scapulohumeral rhythm. Therefore, the SA requires special attention in all shoulder rehabilitation programs. In fact, many previous studies have been devoted to the SA muscle strength training needed for WS correction. Objects: The purpose of this study was to investigate the effect of shoulder girdle muscle and ratio according to the angle of shoulder abduction and external weight in supine position. Methods: Twenty three WS patients participated in this experiment. They performed scapular protraction exercise in supine position with the weights of 0 kg, 1 kg, 1.5 kg, and 2 kg at shoulder abduction angles of $0^{\circ}$, $30^{\circ}$, $60^{\circ}$, and $90^{\circ}$. The angle and weight applications were randomized. Surface electromyography (EMG) was used to collect the EMG data of the SA, pectoralis major (PM), and UT during the exercise. The ratio of PM/SA and UT/SA was confirmed. Two-way repeated analyses of variance were used to determine the statistical significance of SA, PM, and UT and the ratios of PM/SA and UT/SA. Results: There was a significant difference in SA according to angle (p<.05). Significant differences were also identified depending on the angle and weight (p<.05). The angle of abduction at $0^{\circ}$, $30^{\circ}$ and weight of 2 kg showed the highest SA activity. However, there was no significant difference between PM and UT (p>.05). There was a significant difference between PM/SA and UT/SA in ratio of muscle activity according to angle (p<.05). Significant differences were found at PM/SA angles of $30^{\circ}$, $60^{\circ}$ and $90^{\circ}$ (p<.05). For UT/SA, significant difference was only observed at $90^{\circ}$ (p<.05). Conclusion: Based on the results of this study, in order to strengthen the SA, it was found to be most effective to use 1 and 1.5 kg weights with abduction angles of $0^{\circ}$ and $30^{\circ}$ at shoulder protraction in supine position.

A Study on the Analysis of the Weak Areas of Taxi Service during Late Night Time (심야시간 대 택시 서비스 취약예상지역 분석 연구)

  • Song, Jaein;Kang, Min Hee;Cho, Yun Ji;Hwang, Kee yeon
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.19 no.6
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    • pp.163-179
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    • 2020
  • With the expansion of platform-based taxi service, mobility and convenience of users are getting better. However, due to profitability problem, marginalized areas in the supply of the service are expected to appear. As such, this study analyzed spatial marginalization of taxi service caused by imbalance in supply and demand during the night-time when public transportation service is suspended. According to hot-spot analysis of taxi, outskirt of a city and residential areas showed high vacancy and greater number of drop-offs compared to the number of pick-ups. On the contrary, they were confirmed low in the center and sub-centers of a city. Centrality analysis also showed a similar pattern with hot-spot analysis. Due to this, drivers may refuse to pick up a customer bound for an area with lower out-degree centrality compared to in-degree centrality as it might be difficult for the drivers to pick up another customer after dropping off the current customer. Thus, customers may need to wait for a taxi for a longer time. For this reason, improvement in spatial marginalization caused by mismatch of supply and demand is required. Also, the outcome of this study is expected to be utilized as a basic data.

Indoor Temperature Analysis by Point According to Facility Operation of IoT-based Vertical Smart Farm (IoT 기반 수직형 스마트 팜의 설비운영에 따른 지점별 실내온도분석)

  • Kim, Handon;Jung, Mincheol;Oh, Donggeun;Cho, Hyunsang;Choi, Seun;Jang, Hyounseung;Kim, Jimin
    • Korean Journal of Construction Engineering and Management
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    • v.23 no.1
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    • pp.98-105
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    • 2022
  • It is essential for vertical smart farms that artificially grow crops in an enclosed space to properly utilize air environment facilities to create an appropriate growth environment. However, domestic vertical smart farm companies are creating a growing environment by relying on empirical data rather than systematic methods. Using IoT to create a growing environment based on systematic and precise monitoring can increase crop production yield and maximize profitability. This study aims to construct a monitoring system using IoT and to analyze the cause by demonstrating the imbalance of temperature environment, which is a significant factor in crop cultivation. 1) The horizontal temperature distribution of the multi-layer shelf was measured with different operating methods of LED and air conditioner. As a result, there was a temperature difference of "up to 1.7℃" between the sensors. 2) As a result of measuring the vertical temperature distribution, the temperature difference was "up to 6.3℃". In order to reduce this temperature gap, a strategy for proper arrangement and operation of air conditioning equipment is required.