• 제목/요약/키워드: Pearson System

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Study on the Gait Characteristics in Knee Osteoarthritis Patients with GAITRite System Analysis (GAITRite 시스템 분석을 통한 퇴행성 슬관절염 환자의 보행특성 연구)

  • Hwang-Bo Gak;Kim Byung-jo;Bae Sung-soo
    • The Journal of Korean Physical Therapy
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    • v.16 no.1
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    • pp.183-207
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    • 2004
  • The purpose of this study was to describe and compare the temporo-spatial gait characteristics of healthy elderly people with those osteoarthritis patients. 100 patients reported knee osteoarthritis, diagnosed at the hospital or clinic located in Daegu and Kyungbuk province and 100 normal elderly subjects were participated in this study. Temporal and spatial parameters of gait were analysed for using the computerized GAITRite system. The system integrates specific components of locomotions to provide a single, numerical representation of gait, the Functional Ambulation Performance score. Differences in gait characteristics between the two groups were examined using a correlated t-test and Pearson Correlation(p<.05). Significant differences were observed between the groups for temporal parameters(step time, double support time, stance phase, mean velocity) and spatial parameters(step length, step/extremity ratio)(p<.05). Also there was difference in the functional ambulation performance score between normal elderly subjects and knee osteoarthritis patients(p<.05). Consequently, it may help detect the abnormal gait pattern indicated the main problem in degenerative knee osteoarthritis patients as well as provide data analysing the pathokinesiologic components by comparing normal elderly.

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Temporal and Spatial Evaluation of Water Pollution Characteristics in Gohyeon Stream and Its Tributaries (고현천 및 유입지류의 수질오염 특성의 시·공간적 평가)

  • Kim, Sung-Jae
    • Korean Journal of Environmental Agriculture
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    • v.31 no.3
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    • pp.235-247
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    • 2012
  • BACKGROUND: Gohyeon Stream is the municipal eco-stream of 7.1km in total length which flows through the downtown area of Gohyeon in Geoje city, rising from the watershed of Mundong Water Fall. Gohyeon district in Geoje city has been a rapid growing area centering in Geoje city and then experienced an rapid increase in population. Large amounts of sewage pollutants have been spewed into Gohyeon Stream from its tributaries, due to the lack of sewer system. Gohyeon Stream is laced with unhealthy levels of fecal coliform (FC). Restoration of water quality in Gohyeon Stream is no less inevitable in behalf of its ecosystem and the citizen. In this study, the water quality of Gohyeon Stream and its tributaries was examined temporally and spatially, and their relationships were comparatively analyzed to give useful basic data applying to a restoration project of the water quality of Gohyeon Stream. METHODS AND RESULTS: The samples ware taken at 20 points in Gohyeon Stream and 19 points in its tributaries during the rainy and dry seasons, respectively, and examined on the parameters of pH, temperature, salinity, dissolved oxygen (DO), suspended solid (SS), biochemical oxygen demand (BOD), chemical oxygen demand (COD), dissolved inorganic nitrogen (DIN; $NH_3$-N, $NO_3$-N, $NO_2$-N), disolved inorganic phosphorus (DIP; $PO_4$-P) and FC. The data were analyzed using a comparative analysis and Pearson's correlation analysis among the parameters. During the rainy season, the concentration of SS was high in the upper region of Gohyeon Stream, and the concentrations of COD, DIN and DIP were low in the upper region and high in the middle and lower regions. During the dry season, the concentration of SS was low and the concentrations of COD, DIN, DIP and FC were high in all regions. The Pearson's correlation analyses showed that the relationships between DO and FC, COD and DIP, and DIN and FC during the rainy season as well as between DO and DIN, SS and FC, COD and DIP, and DIN and DIP during the dry season were significant. CONCLUSION: During the rainy season, the upper region of Gohyeon Stream flowed the high level of SS, the middle region the high level of nutrients due to an agricultural run-off, and the lower region the high level of nutrients due to a sewage inflow. During the dry season, the water quality of Gohyeon Stream was directly and sensitively influenced on the inflow of sewage from the tributaries.

Analysis of correlation between passive ankle movement range and knee joint kinetic variables during squat movement (스쿼트 동작 시 수동적 발목 가동범위와 무릎 관절 운동역학적 변인 간 상관성 분석)

  • Lee, JaeWoo;Park, JunSung;Lim, Young-Tae;Kwon, Moon-Seok
    • Journal of the Korean Applied Science and Technology
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    • v.37 no.3
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    • pp.509-515
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    • 2020
  • The purpose of this study was to analyze the correlation between passive ankle movement range and knee joint kinetic variables during squat movement. In this study, a total of 27 subjects participated in this study, 19 men and 8 women, who had no history of the musculoskeletal system of the lower extremity. To verify the correlation between the ankle joint flexibility and the knee joint kinetic variables during deep squat, it was performed pearson's correlation coefficient and variables showing statistically significant correlation were performed by simple regression analysis at a significant level of α .05. Through this study, the relationship between the peak joint moment and joint reaction force factors that determine ankle joint flexibility and knee joint pressure was confirmed. Therefore, when applying an exercise that can generate a lot of load on the knee joint such as deep squats during strength training, checking the degree of flexibility of the ankle joint among physical characteristics to the individual may reduce the stability of the body and the risk of injury to the knee joint. It is expected to be helpful in setting the intensity of exercise that can be done.

Factors Influencing Turnover Intention of Nurses in Comprehensive Nursing Care Wards : Focused on Emotional Labor, Role Conflict, and Reciprocity (간호간병통합서비스 병동 간호사의 이직의도에 영향을 미치는 요인 : 감정노동, 역할갈등, 호혜성을 중심으로)

  • Lee, Soo-Jin;Kim, Eun-A
    • Journal of Digital Convergence
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    • v.18 no.6
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    • pp.467-477
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    • 2020
  • The purpose of this study is to examine the effects of nursing emotional labor, role conflict, and reciprocity on turnover intention in comprehensive nursing care wards nurses. 209 nurses working in comprehensive nursing care wards across 13 hospitals in G and M city participated in this study. Data were analyzed descriptive statistics, t-test, one-way ANOVA, Pearson correlation, and hierarchical multiple regression analysis. As a result, the research model explained 52.9%(F=14.458, p<.001) of intention to turnover. The most significant factor affecting turnover intention was emotional labor(β=.311), followed by reciprocity and role conflict. Therefore, it is necessary to devices and guidelines to protect nurses who encounter various situations in the process of emotional labor, and to implement a human resource management system that can maintain friendly and equal relationships.

Sports convergence Analysis of Sports injuries and Heart Rate Variability in National Female Judo Athletes (국가대표 여자 유도선수들의 스포츠 손상과 심박변이도와의 스포츠 융합 분석)

  • Kim, Hyun-Chul;Park, Ki-Jun
    • Journal of the Korea Convergence Society
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    • v.11 no.4
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    • pp.49-54
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    • 2020
  • The purpose of this study was to investigate the correlation between sports incidence and heart rate variability in nationa lfemale judo athletes. Participants measured heart rate variability using the Autonomic Nervous System(SA-6000). Based on the average incidence of injury, sports injury incidence was classified into upper and lower groups. In addition, Pearson's Product Moment Correlation was performed to examine the correlation between the independent T-test, the number of sports injuries, and the heart rate variability. Heart rate variability was significantly different in total power and low frequency, and there was also significant difference in otal power and low frequency in the correlation analysis of heart rate variability according to the number of sports injuries. These data are expected to be useful as basic data for developing prevention injury programs.

Analysis of Online Game Addciton with fMRI (fMRI를 이용한 온라인게임 중독 특성 분석)

  • Nam, Sang-Chun;Song, Ki-Sang
    • The Journal of Korean Association of Computer Education
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    • v.13 no.6
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    • pp.35-42
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    • 2010
  • In this paper, the characteristics of online game addiction have been analyzed using fMRI. The fMRI images are taken from six target subjects who are around 20 years old, right-handed, and undergraduate male students with online game stimulations. The images are processed using SPM5, and statistical analysis showed following characteristics. First, online game stimuli produces an activation in BA18 of brain, and the Pearson correlation coefficient between the activation intensity of BA18 area and the addiction index value is very highly as .94. Second, the Pearson correlation coefficient is .75 between addiction index of subjects and activation index of the mesencephalon. From these observations, we found that the online game stimuli were processed as visual stimuli by subjects' brain, and the subject's brain with bigger addiction index processes more actively from the online game stimuli. Also, the online game stimuli activate the mesolimbic system, and therefore these findings may contribute for comparing the mechanism between general addiction and online game addiction.

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A study on the Prediction Performance of the Correspondence Mean Algorithm in Collaborative Filtering Recommendation (협업 필터링 추천에서 대응평균 알고리즘의 예측 성능에 관한 연구)

  • Lee, Seok-Jun;Lee, Hee-Choon
    • Information Systems Review
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    • v.9 no.1
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    • pp.85-103
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    • 2007
  • The purpose of this study is to evaluate the performance of collaborative filtering recommender algorithms for better prediction accuracy of the customer's preference. The accuracy of customer's preference prediction is compared through the MAE of neighborhood based collaborative filtering algorithm and correspondence mean algorithm. It is analyzed by using MovieLens 1 Million dataset in order to experiment with the prediction accuracy of the algorithms. For similarity, weight used in both algorithms, commonly, Pearson's correlation coefficient and vector similarity which are used generally were utilized, and as a result of analysis, we show that the accuracy of the customer's preference prediction of correspondence mean algorithm is superior. Pearson's correlation coefficient and vector similarity used in two algorithms are calculated using the preference rating of two customers' co-rated movies, and it shows that similarity weight is overestimated, where the number of co-rated movies is small. Therefore, it is intended to increase the accuracy of customer's preference prediction through expanding the number of the existing co-rated movies.

Diabetes Risk Analysis Model with Personalized Food Intake Preference (개인 식품섭취 선호도에 따른 당뇨병 발생 위험도 분석 모델)

  • Jeon, So-Hye;Kim, Nam-Hyun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.11
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    • pp.5771-5777
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    • 2013
  • The need of continuous management for diseases came to the fore as a chronic disease has increased, however, research related to personalized food intake analysis are insufficient. In diabetes risk analysis model of this study, food preferences are calculated by Pearson correlation coefficient that is proven method to assess the similarity, and diabetes risk is computed as a Logistic regression that was used in prevalence studies. For the Significance evaluation of this model, it was verified through t-test at 0.05 level of 52 comparison subjects and 52 control subjects. Both groups were significantly independent (p=0.046 <0.05). This model is a new way to personalized health management, through the application to healthcare system based on web and mobile.

Factors Affecting Successful Aging in Rural Elderly People (농촌 노인의 성공적 노화 영향요인 분석)

  • Ahn, Okhee;Cha, Hye Gyeong;Chang, Soo Jung;Kim, Hee Sun;Jang, Eun Hee
    • Journal of Digital Convergence
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    • v.11 no.11
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    • pp.499-508
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    • 2013
  • This study was done to examine the affecting factors of successful aging to provide basic information for developing intervention program for the rural elderly. Methods: A cross-sectional descriptive design was used. Data was collected through questionnaire from 208 people with age over 65 residing in an rural community. They were recruited by convenience sampling. Collected data were analyzed by independent t-test, one-way ANOVA, Pearson's correlation coefficients, and multiple regression through SPSS/WIN 21.0 program. Results: Explanatory factors affecting the rural elderly's successful aging were social support, depression, cognitive function, productive activity and Activities of daily living, respectively, and these five factors accounted for 42.1% of the variance in successful aging. Conclusion: The rural elderly's successful aging requires establishment of social support system such as health medical service supply and social activities by being connected with social communities, and for this, this study suggests that there be a necessity of developing customized nursing intervention program.

Convergence Analysis on The Determinants of Reuse Intention in Patients Visiting a Dentist (치과 내원 환자들의 재이용 의사에 영향을 미치는 결정요인에 관한 융합 분석)

  • Ji, Min-Gyeong
    • Journal of Convergence for Information Technology
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    • v.7 no.4
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    • pp.1-9
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    • 2017
  • The purpose of this study, is to identify the factors affecting reuse intention, determine the accurate demand of suppliers and consumers for qualitative dental care service, and identify the cyclic factors positively affecting one another. The data were analyzed by SPSSWIN 18.0, t-test and one way ANOVA, Pearson correlation and Stepwise multiple regression. Human service quality was significantly positively correlated with service value (r=0.609) and reuse intention (r=0.627) and service value was significantly positively correlated with reuse intention (r=0.645). The higher service value, the higher human service quality, the lower medical service discrimination, the higher level of reuse intention, which accounted for 56.9%. Therefore, it is necessary to make optimal maintenance of the system from the broad viewpoint of dental care in general and apply it in practice by developing good methods steadily.