• 제목/요약/키워드: regression function

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정보체계를 활용한 직무분석 방안 연구 (A Study of Job Analysis Method using Information Systems)

  • 황호량
    • 정보과학회 컴퓨팅의 실제 논문지
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    • 제22권10호
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    • pp.521-531
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    • 2016
  • 본 논문은 D-기관 대부분의 업무처리 과정들이 정부 표준업무관리시스템인 Onnara System을 비롯한 몇몇 정보체계를 통하여 이루어지고 있기 때문에 해당 체계에 누적되는 전산자료를 바탕으로 별도 직무분석시스템 없이도 조직진단이 가능할 수 있을 것이라는 판단으로 기존의 정보체계를 활용한 직무분석 방안을 제시하였다. 부서 간 또는 동료 간 업무처리에 있어 대부분 온라인으로 자료가 전달되고 회신 된다. 그러한 업무처리를 위한 정보체계 대부분이 개발 구축되어 있는 상황에서 D-기관의 업무처리 절차와 정보체계를 파악하여 직무분석에 필요한 요소들을 도출하고 누적된 자료를 계량화하여 그 요소들의 타당성을 회귀분석 통계량으로 검증하였다. 또한 Onnara System에서만 활용되던 기존 기능분류체계(BRM, Business Reference Model)를 다른 정보체계에서도 공통으로 활용하여 부서 기능 진단까지 할 수 있도록 직무분석 아키텍쳐를 정립하고 관련 정보체계에 추가 기능을 시범 구현하였으며, 그에 따른 부서별 직무량 산출식을 도출하여 부서 적정인력 진단과 도출된 요소들을 실제 활용할 수 있는 다양한 직무분석 방안을 제시 하였다.

질산용액으로부터 이온성 액체를 이용한 Am(III)과 Eu(III)의 추출 거동 (Extraction Behavior of Am(III) and Eu(III) From Nitric Acid Using Room Temperature Ionic Liquid)

  • 김익수;정동용;이근영;이일희
    • 방사성폐기물학회지
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    • 제16권3호
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    • pp.347-357
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    • 2018
  • 이온성 액체를 이용하여 질산 용액으로부터 Am(III)과 Eu(III)의 추출 거동을 조사하고 이온성 액체의 활용가능성을 살펴보았다. 이온성 액체로는 1-alkyl-3- methylimidazolium bis(trifluoromethylsulfonyl)imide ([$C_nmim$][$Tf_2N$])을 사용하였고, n-octyl(phenyl) N,N-diisobutyl carbamoylmethyl phosphine oxide (CMPO)와 tri-n-butylphosphate (TBP)를 추출제로 사용하여, Am(III)과 Eu(III)의 추출 분배계수를 질산농도, CMPO, TBP와 같은 변수들의 함수로서 측정하였다. 이온성 액체를 사용함으로써 기존의 n-doodecane (n-DD)과 비교하여 추출 효율이 현저히 증가하였다. 질산 용액의 농도가 높을수록 Am(III)과 Eu(III)의 추출률은 감소하였으며, Eu(III)의 추출률은 Am(III)보다 전반적으로 작았다. 이온성 액체를 이용한 Am(III)과 Eu(III)의 추출 메카니즘은 n-DD와 같은 분자성 유기용매를 사용하는 경우와는 달리 양이온 교환 메카니즘에 의해 일어나는 것으로 판명되었다. 사용한 모든 이온성 액체에 대하여 Am(III)과 Eu(III)의 추출 분배계수는 CMPO의 농도가 높을수록 증가하고, CMPO 농도에 대한 추출 데이터의 직선 기울기 값은 약 3.0으로 이온성 액체를 이용한 Am(III)과 Eu(III)의 추출반응에서 3분자의 CMPO가 복합착물을 형성하는 것으로 나타났다.

Comparative assessment of age, growth and food habit of the black-chinned tilapia, Sarotherodon melanotheron (Rüppell, 1852), from a closed and open lagoon, Ghana

  • Zuh, Cephas Kwesi;Abobi, Seth Mensah;Campion, Benjamin Betey
    • Fisheries and Aquatic Sciences
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    • 제22권12호
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    • pp.31.1-31.12
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    • 2019
  • Background: The black-chinned tilapia, Sarotherodon melanotheron, is the most abundant fish species in the Nakwa (an open lagoon) and Brenu (a closed lagoon) in the Central Region of Ghana. Aspects of the life history characteristics and the ecology of the fish populations in both lagoons were studied to assess the bio-ecological status of this important resource. Methods: Fish samples were obtained from fishermen that fish on the Nakwa and Brenu lagoons using cast, drag and gill nets. The age of the fish was assessed from otoliths analysis and its growth modelled following the von Bertalanffy growth function. Morphometric characteristics of the fish populations were analysed using power regression and ANOVA for parameters comparisons, and Student's t test to determine whether species grew isometrically. The percentage occurrence method was used to analyse the stomach contents of the fish. Results: A total of 382 fish samples from both lagoons were measured, comprising 209 from Nakwa lagoon and 176 from Brenu lagoon. The size and weight of fish samples ranged between 3.9-11.5 cm total length and 1.0-27.3 g for Nakwa Lagoon and 5.6-12.8 cm total length and 3.2-29.8 g for the Brenu Lagoon. The estimated von Bertalanffy growth parameters were L∞ = 12.04 cm and K = 2.76/year for the Nakwa Lagoon samples and L∞ = 13.44 cm and K = 3.27/year for Brenu Lagoon samples. Daily otolith incremental rate ranged from 0.01-0.03 mm per day to 0.01-0.02 mm per day for Nakwa and Brenu lagoons, respectively. Stomach content analysis of the fish samples revealed that the species are planktivorous and the range of food varied between the lagoons. Green algae were the most prevalent food item in the stomachs of the fish samples from Nakwa with the frequency of 69% whilst diatoms (80.5%) were most prevalent phytoplanktonic food item for the fish in Brenu lagoon. Conclusions: The estimates of asymptotic length for the species in both lagoons are close to known values of the species length at first sexual maturity and points to intensive fishing pressure. As a consequence, a comprehensive sample-based survey is required in both lagoons to derive estimates of management reference points. The results of the stomach content analysis are beneficial to the construction of diet matrix for ecosystem models of the two systems.

사회경제적 특성 및 유병에 따른 의료서비스 이용 행태 (Utilization Behavior of Medical Services According to Socioeconomic Characteristics and Prevalence)

  • 이고은;임복희
    • 한국산학기술학회논문지
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    • 제19권7호
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    • pp.443-452
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    • 2018
  • 본 연구는 제6기 국민건강영양조사 자료를 이용하여 만 25세 이상 성인을 대상으로 사회경제적 특성 및 유병상태에 따른 의료서비스 이용행태를 파악하기 위한 연구이다. SPSS 23.0을 이용하여 빈도분석 및 기술적 통계분석, 일원배치분산분석, ${\chi}^2$-test, 회귀분석을 실시하였다. 연구결과는 남자보다 여자가, 65세 이상, 고졸이상, 무직이 많았고 소득분위는 모두 비슷한 수준으로 나타났다. 교육수준, 직능, 소득분위를 함께 고려한 사회경제적 상태(socioeconomic status; SES)에 대한 점수는 7-8점이 가장 많았고, 대부분 응답자의 주관적 건강상태는 보통으로 느끼고 있었다. 평균유병개수는 $1.07{\pm}1.497$개이며 외래서비스 평균이용횟수는 $0.50{\pm}.0745$회이며, 입원서비스 평균이용횟수는 $0.12{\pm}0.454$회로 외래서비스 이용횟수 보다 낮았다. 일반적 특성에 따른 유병 및 주관적 건강상태는 유의한 차이가 있었고, 연령이 높을수록, 교육수준과 직능, 소득분위 및 SES점수가 낮을수록 평균 유병개수는 많았으며 주관적 건강상태는 나쁘게 인식하였다. 현재 앓고 있는 질환에서 입원서비스는 중증일수록, 외래서비스는 만성일수록 많이 이용하는 것으로 나타났다. 즉, SES점수가 높을수록 전반적인 의료서비스의 이용이 낮았고, SES점수가 낮을수록 의료서비스의 이용은 높게 나타났다. 이와 같은 결과를 토대로 사회경제적 특성이 낮은 집단에게 질환을 예방할 수 있는 적절한 보건교육 프로그램을 개발하여 이들이 질환에 노출되었을 때 적정한 의료서비스를 이용할 수 있도록 지역사회기반의 적절한 보건서비스 체계의 구축 및 시행의 필요성을 시사 할 수 있겠다.

서울시 오피스빌딩 규모의 경제에 관한 실증분석 (Empirical study of the scale economies of office buildings in Seoul)

  • 금상수
    • 한국산학기술학회논문지
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    • 제15권11호
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    • pp.6630-6638
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    • 2014
  • 국내의 금리상황은 국제시장과의 동조가 현실적일 수밖에 없기 때문에 국내외 투자자들의 관심은 안정적이고 현금흐름이 최소한의 현재의 저금리보다 수익이 높은 투자처에 대한 관심이 증가하고 있다. 이에 본 연구는 오피스빌딩 관리비용을 중심으로 규모의 경제에 의한 오피스빌딩 최적 규모를 도출함으로써 개인 및 간접투자자 등 오피스 빌딩 이해당사자들에게 정확한 투자수익율을 산정하는 기초자료를 제공하는데 그 목적이 있다. 연구방법은 규모의 경제이론과 선행연구를 검토하고, 선행연구에서 변수들을 추출하여 회귀분석의 통계적 방법을 활용하여 교차분석 및 독립변수들과의 U자형 2차 함수, 3차 함수 평균관리비용 곡선함수를 분석하여 적정규모 도출하였다. 분석결과, 오피스빌딩 평균관리비용은 권역별로 약 6~11%, 등급별로 약 10~13%, 규모별로 8~9% 차이가 있는 것으로 분석되었다. 법인소유빌딩의 평균관리비용이 가장 높게 분석되었고, 자체관리에 비해 전문업체에 위탁관리의 경우 약 11.5% 차이가 있는 것으로 분석되었다. 또한 경과년도는 약 5.3년이 가장 낮아 U자형 평균관리비용곡선을 만족시키는 것으로 나타났다. 연면적은 7.2만평까지 계속해서 증가하다가 그 이후 감소하는 ${\bigcap}$형태의 비용곡선을 나타내었다. 이러한 연구결과는 부동산 전문 관리회사의 효율적인 부동산관리경영에 대한 기초 자료를 제공하고, LCC개념을 도입하여 사회적 비용의 절감 및 향후 유지 관리, 임대 등의 운영에 최적규모의 오피스빌딩기준을 제시할 수 있을 것으로 기대된다.

70세 이상 지역사회 거주노인의 허약 영향 요인 (Factors that affect the frailty of the elderly people Over 70-Year-old in a Local Community)

  • 김경희;윤희정
    • 한국산학기술학회논문지
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    • 제18권2호
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    • pp.313-323
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    • 2017
  • 본 연구는 후기 노인의 허약정도에 영향을 미치는 요인을 알아보기 위하여 시행된 서술적 조사연구이다. 연구는 구조화된 설문지를 이용하여 2013년 12월 1일부터 31일까지 경상북도 M시에 거주하는 70세 이상 후기 노인 301명으로부터 자료를 수집하였으며, $x^2$ test, t-test, ANOVA를 이용하여 자료를 분석하였고, 노인의 허약에 영향을 미치는 요인을 살펴보기 위하여 위계적 회귀분석을 실시하였다. 70세 이상 지역사회 거주 노인들 중 허약노인으로 분류된 노인은 15.3%이었다. 노인의 허약정도에 영향을 미치는 요인은 성별(p<.01), 영양상태(p<.01), 인지기능(p<.01), ADL(p<.01), IADL(p<.05), 청력(p<.05), 저작불편감(p<.05)이었으며, 남자보다 여자일 경우, 영양상태가 불량할수록, 일상생활수행능력에 장애가 있을수록, 수단적 일상생활수행능력에 장애가 있을수록, 청력이 나쁠수록, 저작불편감을 느낄수록 허약점수가 높았다. 본 연구를 통하여 70세 이상 지역사회 거주노인의 허약수준을 파악하고, 이에 영향을 미치는 건강차원의 변수를 파악할 수 있었다. 이를 근거로 향후 허약으로의 진행을 예방하기 위한 포괄적인 건강증진 방법이 모색되어야 할 것이다.

혈액투석 환자에서 갑상선 초음파의 추적 (Follow-up of thyroid ultrasonography in patients with hemodialysis)

  • 김현정;김보라;서영미;조윤영;백종하;김경영;김수경;우승훈;정정화;정재훈;함종렬
    • Journal of Yeungnam Medical Science
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    • 제34권1호
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    • pp.69-74
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    • 2017
  • Background: Chronic kidney disease is considered a risk factor for thyroid nodules as well as thyroid dysfunction such as hypothyroidism. Among patients on hemodialysis, we assessed the size of thyroid nodule and goiter at baseline and 1 year later with ultrasonography. Methods: We prospectively selected 47 patients with hemodialysis at January 2012 and reviewed their medical records. We checked goiter and thyroid nodules at January 2012 and December 2012. Results: In the hemodialysis patients (n=47), 24 patients (51.1%) had thyroid nodules and 33 patients (70.2%) had goiter at baseline. Parathyroid hormone (PTH) was higher in patients with thyroid nodules ($204.4{\pm}102.9$ vs. $129.9{\pm}93.6pg/mL$, p=0.01). Thyroid ultrasonography was conducted in 29 patients after 1 year. The thickness of the thyroid isthmus increased ($2.8{\pm}1.6$ vs. $3.2{\pm}1.9mm$, p=0.003), but the number of nodules did not change ($1.2{\pm}1.9$ vs. $1.4{\pm}2.0$, p=0.109). PTH was associated with the enlargement of thyroid nodules significantly through logistic regression analysis. Conclusion: Thyroid goiter and nodules in hemodialysis patients were more prevalent than in the general population. PTH influenced the production of thyroid nodules in hemodialysis patients. Regular examination with thyroid ultrasonography and thyroid function test should be considered in hemodialysis patients.

A Study on the Establishment & Functional Characteristics of Health Facilities for the Aged in Japan

  • Kim, Tae Il;Yoshida, Tomo Hiko
    • Architectural research
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    • 제8권1호
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    • pp.1-7
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    • 2006
  • Various housing measures are needed for the rapidly aging society of Korea. In particular, the welfare policy for the elderly has changed towards the community care. Taking this fact into consideration, it is necessary to have the establishment of a system that offers the elderly appropriate welfare services at their appropriate residence (ageing in place) for the effectiveness of the community care. In this aspect, there are a number of implications to Korea to study merits and demerits of the Health Facilities for the Aged (HFA) in Japan. The society of Japan has been rapidly aging since 1970, and Korea is to face the same situation. As for the data of this study, a total of 2,393 facilities (as of November 1999) mentioned in the annual report of the Japanese Ministry of Health, Labor and Welfare were classified based on types of their establishment: (1) free-standing structures (603 facilities); (2) annexes to hospitals (981 facilities); (3) annexes to welfare facilities (511 facilities); and (4) annexes to clinics (298 facilities). Next, 239 facilities were selected through taking a sample of 10 percent from each type of the HFA mentioned above. This was done through the random sampling method with the computer program of MS EXCEL. The Implications of the results of analyses are as follows. First, most of the health facilities were planned with the scale that was larger than the scale of standard special nursing homes in terms of the total floor area. Precise equations that were to obtain precise results of the scale of the HFA and the appropriate number of residents were obtained through the method of the regression analysis. Korea and Japan have similarities in terms of culture, society and family relations; however, the two countries also have differences in terms of the application of laws on the establishment of houses, hospitals, and welfare facilities. As for planning the scale of the HFA, the realities of Korea should be considered. Second, as for the functional aspect of the HFA with a condition of returning home, the place before and after the HFA showed the pattern of 'from a residential place to a residential place' and 'from a hospital to a hospital.' This reveals a close correlation with the types of the HFAs and operational ways of the facilities. Its cause is considered to be the aspect of the operation and management of the HFA rather than the aspect of its function of providing services in association with medical and health facilities. Therefore, when intermediate welfare facilities are considered in Korea, it is strongly advised to consider the problem of annexes to other facilities and efficiency of sharing of the facilities in terms of its operation and management.

Success of a Cervical Cancer Screening Program: Trends in Incidence in Songkhla, Southern Thailand, 1989-2010, and Prediction of Future Incidences to 2030

  • Sriplung, Hutcha;Singkham, Phathai;Iamsirithaworn, Sopon;Jiraphongsa, Chuleeporn;Bilheem, Surichai
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권22호
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    • pp.10003-10008
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    • 2014
  • Background: Cervical cancer has been a leading female cancer in Thailand for decades, and has been second to breast cancer after 2007. The Ministry of Public Health (MoPH) has provided opportunistic screening with Pap smears for more than 30 years. In 2002, the MoPH and the National Health Security Office provided countrywide systematic screening of cervical cancer to all Thai women aged 35-60 years under universal health care coverage insurance scheme at 5-year intervals. Objectives: This study characterized the cervical cancer incidence trends in Songkhla in southern Thailand using joinpoint and age period cohort (APC) analysis to observe the effect of cervical cancer screening activities in the past decades, and to project cervical cancer rates in the province, to 2030. Materials and Methods: Invasive and in situ cervical cancer cases were extracted from the Songkhla Cancer Registry from 1990 through 2010. Age standardized incidence rates were estimated. Trends in incidences were evaluated by joinpoint and APC regression models. The Norpred package was modified for R and was used to project the future trends to 2030 using the power of 5 function and cut trend method. Results: Cervical cancer incidence in Songkhla peaked around 1998-2000 and then dropped by -4.7% per year. APC analysis demonstrated that in situ tumors caused an increase in incidence in early ages, younger cohorts, and in later years of diagnosis. Conclusions: Both joinpoint and APC analysis give the same conclusion in continuation of a declining trend of cervical cancer to 2030 but with different rates and the predicted goal of ASR below 10 or even 5 per 100,000 women by 2030 would be achieved. Thus, maintenance and improvement of the screening program should be continued. Other population based cancer registries in Thailand should analyze their data to confirm the success of cervical cancer screening policy of Thailand.

Association between Low-level Mercury Exposure and Neurobehavioral Functions in Korean Adults Living in a Coastal City

  • Kim, Rock Bum;Kim, Byoung-Gwon;Kim, Yu-Mi;Hong, Young-Seoub;You, Chang-Hun;Kim, Dae-Seon
    • Environmental Analysis Health and Toxicology
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    • 제28권
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    • pp.15.1-15.8
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    • 2013
  • Objectives The aim of this study was to determine the association between low-level mercury exposure and neurobehavioral functions in adults living in coastal regions of Korea. Methods We selected 172 adults aged 20-65 years living in a city in the coastal region of Korea. A sociodemographic survey was conducted, mercury levels in the blood, urine, and hair were measured, and the associations according to computerized neurobehavioral tests were determined using univariate analysis. After adjustment for associated variables, a multivariate linear regression analysis was performed. Results The geometric mean mercury levels in the blood, urine, and hair were $5.41{\mu}g/L$ (range, $0.00-15.84{\mu}g/L$), $1.17{\mu}g/g$-creatinine (range, $0.00-32.86{\mu}g/g$-creatinine), and 1.37 mg/kg (range, 0.42-6.56 mg/kg), respectively. Variables that were associated with simple reaction time according to the neurobehavioral test results were age and urine mercury level. Variables associated with choice reaction time were the recent use of Korean traditional medicine and urine mercury level. Variables associated with the right-hand finger tapping speed test were age, gender, smoking behavior, education level, monthly household income, and urine mercury level. Variables associated with the left-hand finger tapping speed test were age, gender, education level, and urine mercury level. After adjustment for associated variables, there was no significant association between urine mercury level and simple reaction time (${\beta}=25.96$; p =0.47), choice reaction time (${\beta}=50.37$; p =0.32), or the number of left-hand finger taps (${\beta}=-1.54$; p =0.21). However, urine mercury level was significantly associated with the number of right-hand finger taps (${\beta}=-3.86$; p =0.01). Conclusions We found no evidence that low-level mercury exposure in adults is associated with deficits in neurobehavioral functions. A longer follow-up study is required to confirm this conclusion.