• Title/Summary/Keyword: Importance Percentage

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Employees' Intention to Leave Job: The Case of Micro Finance Institution

  • Rabin Subedi;Surendra Neupane;Raju Ram Adhikari
    • Journal of Information Technology Applications and Management
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    • v.28 no.5
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    • pp.51-60
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    • 2021
  • The main purpose of this study is to examine the factors that influence the employee's intention to leave the current job. A descriptive survey design was conducted and primary data were collected by using questionnaire. The study was based on random sampling; a sample of 200 was drawn from the employees who work in different micro finance institutions in Nepal. For the data analysis percentage analysis and chi square-test were used. The study revealed that salary, working condition, career growth, supervisor behavior and outstation influence the job quitting process. The study also defined the association between the reasons for leaving job such as salary, working condition, career growth supervisor behaviour & outstation and satisfaction, time spent in the organisation, training & development facility, frequency of changing job & encourage from immediate boss. This study establishes the importance of intentions of employees to quit job and provides further evidence in revealing the intentions to quit among the employees.

Landscape Structure Influencing Physical Activity and Health (녹지경관구조가 신체활동 및 건강에 미치는 영향)

  • Jin-Ki Kim
    • Journal of Agricultural Extension & Community Development
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    • v.30 no.4
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    • pp.187-197
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    • 2023
  • The study aims to identify factors related to landscape structure and socioeconomic characteristics that influence adults' physical activity and health. The study analyzes data from 148,643 respondents from the Korea Community Health Survey conducted in 2021. The study measures various factors, including the frequency of physical activity, stress, depression, and landscape metrics of forest patches. Hierarchical multiple regression analysis was used, controlling for socio-demographic characteristics. Larger forest patches and more irregular shapes are associated with higher levels of physical activity among adults. The percentage and area of the forest patch are associated with fewer mental health complaints. Configuration-related landscape metrics such as shape or arrangement of the forest patch did not show a significant association with physical activity. Overall, the study provides insights into how specific characteristics of forest patches in urban areas may influence physical activity and mental health among adults. It emphasizes the importance of green spaces and their potential positive effects on both physical and mental well-being.

Prediction of Landslides and Determination of Its Variable Importance Using AutoML (AutoML을 이용한 산사태 예측 및 변수 중요도 산정)

  • Nam, KoungHoon;Kim, Man-Il;Kwon, Oil;Wang, Fawu;Jeong, Gyo-Cheol
    • The Journal of Engineering Geology
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    • v.30 no.3
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    • pp.315-325
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    • 2020
  • This study was performed to develop a model to predict landslides and determine the variable importance of landslides susceptibility factors based on the probabilistic prediction of landslides occurring on slopes along the road. Field survey data of 30,615 slopes from 2007 to 2020 in Korea were analyzed to develop a landslide prediction model. Of the total 131 variable factors, 17 topographic factors and 114 geological factors (including 89 bedrocks) were used to predict landslides. Automated machine learning (AutoML) was used to classify landslides and non-landslides. The verification results revealed that the best model, an extremely randomized tree (XRT) with excellent predictive performance, yielded 83.977% of prediction rates on test data. As a result of the analysis to determine the variable importance of the landslide susceptibility factors, it was composed of 10 topographic factors and 9 geological factors, which was presented as a percentage for each factor. This model was evaluated probabilistically and quantitatively for the likelihood of landslide occurrence by deriving the ranking of variable importance using only on-site survey data. It is considered that this model can provide a reliable basis for slope safety assessment through field surveys to decision-makers in the future.

Vegetation Structure of Evergreen Broad-Leaved forest in Dongbaekdongsan(Mt.), Jeju-Do, Korea (제주도 동백동산 상록활엽수림의 식생구조)

  • Han, Bong-Ho;Kim, Jong-Yup;Choi, In-Tae;Lee, Kyong-Jae
    • Korean Journal of Environment and Ecology
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    • v.21 no.4
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    • pp.336-346
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    • 2007
  • This study was conducted to evaluate the vegetation structure of 34 plots for inspection(plot unit: $100m^2$)of evergreen broad-leaved forest in Dongbaekdongsan(Mt.), Jeju-do, Korea. In accordance with the results of TWINSPAN and mean importance percentage analysis, the target forest was aged $28{\sim}52$, and classified into seven community types in total: Ilex rotunda community, Castanopsis sieboldii community, Castanopsis sieboldii-Quercus glauca community, Quercus glauca-Castanopsis sieboldii community, Quercus glauca community, Quercus glauca-Camellia japonica community, and Quercus glauca-Styrax japonica community. According to the results of importance percentage analysis and DBH class distribution of major woody species, the vegetational aspects showed that the dominant species were Castanopsis sieboldii and Quercus glauca in the canopy layer and Camellia japonica in the subordinate layer. Ilex rotunda and Quercus glauca-Styrax japonica community were damaged vegetation in the canopy layer. According to the index of Shannon's diversity in the six communities including the dominant species - Quercus glauca and Castanopsis sieboldii, their species diversity degree was $0.8745{\sim}1.3018$ and that of Ilex rotunda community was the lowest 0.7619. Camellia japonica, Eurya japonica, Ilex rotunda, Trachelospermum asiaticum var. intermedium, Ardisia crenata appeared in all the seven communities. In addition, Litsea coreana and Cinnamomum japonicum as well as Neolitsea serica presumed as climax species in the warm temperate climate also appeared and the constancy ratio of Cinnamomum japonicum was more than 80%. As a result, the target forest in Dongbaekdongsan(Mt.) was mainly compose of Castanopsis sieboldii and Quercus glauca in the canopy layer as a mixed vegetational pattern, and Cameliia japonica was dominant in the subordinate layer. Continuous monitoring was required, since Camellia japonica was strong in the subordinate layer in contrast to the weakness of Litsea coreana and Neolitsea serica reported as the species of climax stage in the forest with Evergreen Broad-leaved Vegetation at a viewpoint of successional direction.

Importance-Performance and Willingness to Purchase Analyses of Home Meal Replacement Using Eco-Friendly Food Ingredients in Undergraduates according to Gender (성별에 따른 대학생들의 친환경 식재료를 활용한 간편 가정식 구매의향 및 중요도-만족도 분석)

  • Jeong, Young-Gil;Lee, In-Seon
    • Journal of the Korean Society of Food Science and Nutrition
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    • v.44 no.12
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    • pp.1873-1880
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    • 2015
  • The purpose of this study was to survey intention to purchase home meal replacement (HMR) made with eco-friendly food ingredients as well as need for development while analyzing importance and performance of HMR made with eco-friendly ingredients for its commercialization. From September 2014 to March 2015, questionnaires were filled out by respondents. Of the 422 questionnaires that were returned, 412 were used with 10 discarded as incomplete. Regarding reasons behind purchasing HMR, the highest percentages of both males and females answered 'ready to eat'. Almost all respondents spent 'less than 10,000 won' each time they purchased HMR. Regarding place they bought HMR, a higher percentage of respondents answered 'convenience store' and 'discount retail chain store'. In terms of improvements needed for HMR, the highest percentage of males answered 'development of a variety of menus' while the highest percentage of females answered 'change in food ingredients' at 37.7%. For development of HMR made with eco-friendly ingredients, most respondents replied that there is a need for development. Regarding intention for purchasing HMR made with eco-friendly ingredients, 66.7% of males and 73.5% of females answered they have intention to buy. Important performance analysis showed a need to improve performance of 'safety of food ingredients', which was located close to the second quadrant. To improve performance for 'safety of food ingredients', safety must be ensured through use of eco-friendly ingredients, and a systematic process for managing hazardous materials that could arise during the manufacturing process has to be developed.

Forest Structure in Relation to Altitude and Part of Slope in the Mansugol Valley at Woraksan National Park (월악산국립공원 만수골 계곡부의 해발고와 사면부위에 따른 산림구조)

  • Park In-Hyeop;Jang Jeong-Jae;Kim Kye-Seon
    • Korean Journal of Environment and Ecology
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    • v.19 no.2
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    • pp.99-105
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    • 2005
  • The Mansugol valley forest in Woraksan National Park was studied to investigate forest structure in relation to altitude and part of the slope. Forty eight quadrats were set up in the valley forest along altitude of 380m to 915m and part of the slope, and vegetation analysis for the woody species in the tree and subtree layers were carried out. With increasing elevation belt, tree density and basal area of the tree layer decreased while basal area of the subtree layer increased. As elevation increased, the importance percentages of Quercus mongolica, Fraxinus rhynchophylla, Lindera obtusiloba and Acer mono increased while those of Pinus densiflora, Quercus variablias Quercus serrata and Styrax obassia decreased. Species diversities of the elevation belts including the top of the valley ranged from 0.351 to 0.903, and those of the parts of the slope ranged from 0.780 to 1.064. The range of similarity indices between elevation belts were $36.0\~67.3\%$, and the range of similarity indices between parts of the slope were $66.8\~75.1\%$. According to importance percentage and cluster analysis, the studied valley forest was classified into three forest communities of Pinus densiflora-Quecus species community in the low elevation belt and the middle part of the slope at the middle elevation belt, Quercus mongolica-broad-leaved tree species community in the high elevation belt and the lower and upper parts at the middle elevation belt, and Quercus mongolica community in the top area of the valley. The importace percentage of Quercus mongolica was significantly and negatively correlated with those of Pinus desiflora and Quercus serrata. There were significantly positive correlation among Pinus densiflora, Quercuss serata and Rhus trichocarpa.

A Study on Nursing Service of Chronic Diseases by the First Step and Third Step Medical Treatment (1차 및 3차 진료기관 이용 만성질환자의 간호서비스에 관한 연구)

  • Cho Chong Sook
    • Journal of Korean Public Health Nursing
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    • v.10 no.2
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    • pp.103-118
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    • 1996
  • It is to be growing up the interest of community health affairs through visiting nursing care. The health medical treatment of Korea has been changed largely on the period. The juvenile population has decreased. This means that is has took the population consensus of advanced national organization to be increased by the old age. The transition of disease has changed from the contagious disease importance to the chronicity disease omportance because the domestic district population has experienced the sudden urbanization circumstance district population has experienced the sudden urbanization circumstance to be growing up $70\%$ of the whole population. When the nursing service has common function to be delivering from all direction to home, this study is getting the great important phase velocity in order to manage the kernel questional adult chronicity disease of health medical institution at the present age. (1) community over system or with people particularity (2) the first of third step medical treatments. The variety of medical treatments organization has quantity of the delivery manpower and specially between consumers and rdlated person. A qualitative difference is showed at the purpose to be seizing. That research related person is use at district health center in Seoul, by foundation on nurse registration book of H collage hospital and public health registration book. According the chronicity disease. age. and sex. nature agree-able standard 54 people took the content analysis on nurse registration book of total 108 people. The results of the study were as follows: 1. General background factors are houses or kind of medical facilities and number of patients in family. The first medical treatment is more patients than third medical treatment organization. The first medical treatment of economic environment os appering to be worse. 2. The chronicity disease frequency have been different speciality according to medical treatment organization. On case of the first medical treatment. Diabetes and High Blood Pressure were good but Cerebrum Vascular Accident(CVA) showed many for bed case. In addition. the number of family is comparative large exception of CVA on according for moving condition and health more than the first medical treatment. However. family condition. whole family percentage is decreasing preferably through the potential resource is increasing by the number of and the construction of family. The ability of real resource is considered to be low. 3. The average percentage of nurse service has appered to be differed two groups by the first step medical treatment(33.72 times) and third step medical treatment(45.70 times). However, the difference (the first step medical treatment and third step medical treatment) is to be limited to issue the medicine at the service. The condition of nurse care was the indirect nursing care. Supportiong area was to be related to volunteer service and administration support. 4. The various nursing care average percentage of the chronicity disease was increased by orders of Diabetes. High Blood Pressure. and CVA in examination result and the medical treatment. The indirect nursing care was also same. At third step medical treatment, orders of chronicity disease were same. The case of other area on service conditions were increased by order of Diabetes. High Blood Pressure, and CVA. However. it is never appearing the difference at bottleneck affairs nursing care. 5. When the visiting nursing care demand particularly. the average percentage of nursing care from the first step medical treatment that the time under a person is many more than the time over two people. However, there was no difference in statistic. Third step medical treatment is $49.81\%$ at the time under a person. The average nursing care service is appeared by more many when the visiting nursing care demand is a few by 12.83 at the time over two people. 6. By visiting nursing care percentage to be frequency that nursing care averaghe percentage and inter-relation are large. The related factor of the first medical treatment is 0.96. However, the related factor of third medical treatment has shown the decreased 0.49 for the condition of relation more than that. Therefore. the nursing care average percentage is related to the visiting times of a nurse. This result is be showing the obvious fact that the first step medical treatment is few more than third step medical treatment.

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The Vegetational Characteristics of Bongamsa Forest Genetic Resources Reserve Area in Mt. Heuyang (희양산 봉암사 산림유전자원보호구역 산림군락구조 특성)

  • Lee, Ho-Young;Oh, Choong-Hyeon;Choi, Song-Hyun;Lee, Soo-Dong
    • Korean Journal of Environment and Ecology
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    • v.26 no.3
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    • pp.382-393
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    • 2012
  • The purpose of this study was to research the vegetation structure of the Bongamsa Forest Genetic Resourses Resreve Area in Mt. Heuyang, Mungyeong, Gyeongsangbuk-do. For doing this, ninety-two plots($100m^2/plot$) were set up and investigated, and then Classification analysis and Ordination analysis were carried out. As a result, the vegetation of this area is divided to nine communities; Quercus mongolica community, Quercus variabilis community, Pinus densiflora community, Pinus densiflora-Quercus serrata community, Pinus densiflora-Quercus mongolica community, Quercus serrata community, Decideous broad leaf community, Pinus koraiensis community, Larix kaempferi community. To compare between the communities, statistical analyses were conducted with topographical condition and the results of the vegetational investigation of each community. In altitude, slope, the number of species, the number of individuals in canopy and the number of individuals of understory layer, the mean averages among the communities were different in statistically significance. Then we analysed the vegetation community structure with Importance Percentage of each stratum. The oak tree communities were expected to keep or expand the actual communities because oak trees are spread widely in canopy and understory layers. But the pine tree dominant communities were expected to be succeeded to oak tree communities in the future because of the wide expansion of oak trees.

Structure and Dynamics of Quercus acuta, Quercus acutissima and Pinus rigida Forests in Wando Island (완도지역 붉가시나무림, 상수리나무림, 리기다소나무림의 구조와 동태)

  • Park, In-Hyeop
    • Korean Journal of Environment and Ecology
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    • v.26 no.3
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    • pp.406-411
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    • 2012
  • Structure and dynamics for three type forests of Quercus acuta, Quercus acutissima and Pinus rigida forests were studied in Wando island, Korea. Quercus acuta and Quercus acutissima forests were natural forest and Pinus rigida forest was a about 30-year-old plantation. Density of tree layers of Quercus acuta, Quercus acutissima and Pinus rigida forests was 2,250 trees/ha, 760 trees/ha, and 1,560 trees/ha, respectively. Mean DBH of tree layers of Quercus acuta, Quercus acutissima and Pinus rigida forests was 12.1 cm, 14.3 cm, and 14.1 cm, respectively. Total basal area of tree layer and subtree layer was $37.1m^2/ha$ for Quercus acuta forest, $19.0m^2/ha$ for Quercus acutissima forest, and $29.2m^2/ha$ for Pinus rigida forest, respectively. According to importance percentage, Camellia japonica was the first dominant species in subtree and shrub layers of all of Quercus acuta, Quercus acutissima and Pinus rigida forests. Species diversity(H') of forest total was 0.814 for Quercus acuta forest, 0.956 for Quercus acutissima forest, and 0.866 for Pinus rigida forest, respectively. According to diameter distribution, Quercus acuta forest was supposed to remain unchanged for a long time. Quercus acutissima forest was changing to Camellia japomica forest and Pinus rigida forest was changing to Quercus acuta-Camellia japonica forest.

Ecological Characteristics and Change for fifteen Years$(1990$\sim2004)$ of Plant Community Structure of the Pinus densiflora S. et Z. Forest in Namsan, Seoul (서울시 남산소나무림 생태적 특성 및 15년간(1990$\sim$2004년) 식생구조 변화분석)

  • Lee Kyong-Jae;Kim Jeong-Ho;Han Bong-Ho
    • Korean Journal of Environment and Ecology
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    • v.19 no.3
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    • pp.312-326
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    • 2005
  • The purpose of this study is to provide data for conservation and ecological management of Pinus densiflora forest by analyzing ecological characteristics and the change of Pin us densiflora community structure for fifteen years in Namsan(Mt.). The actual vegetation of Pinus densiflora forest was divided into total six types and fifteen detail types. According to the results of TWINSPAN analysis of Pinus densiflora forest, there were fourty-four plots(unit: 400 m') and it was classified into five community types. The dominant species were Pinus densiflora in canopy layer, Styrax japonica in the understory layer and Stephanandra incisa with Rhododendron mucronujatum in the shrub layer. The index of shannon's diversity was from 1.5980 to 1.1485 per $400m^2$and the range of species number was from seventeen to twenty-two. As a result of the change of Pin us densinora forest structure, the importance percentage(1.p.) of Pinus densi. nora$(I.P.:\;77.9\%\rightarrow50.6\%) was decreased, Styraxjaponica$(I.P.:\;5.3\%\rightarrow22.6\%), Prunus sargen $(I.P.:\;1.5\%\rightarrow9.2\%) and Stephanandra incisa$(I.P.:\;3.5\%\rightarrow7.7\%) were increased for fifteen years. Based on standard of $2,000m^2$unit area, shannon's diversity changed 1.1719 into 0.8829 and species number changed thirty-four into twenty-one.