• Title/Summary/Keyword: 단계적 회귀분석모형

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Detection of Site Environment and Estimation of Stand Yield in Mixed Forests Using National Forest Inventory (국가산림자원조사를 이용한 혼효림의 입지환경 탐색 및 임분수확량 추정)

  • Seongyeop Jeong;Jongsu Yim;Sunjung Lee;Jungeun Song;Hyokeun Park;JungBin Lee;Kyujin Yeom;Yeongmo Son
    • Journal of Korean Society of Forest Science
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    • v.112 no.1
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    • pp.83-92
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    • 2023
  • This study was established to investigate the site environment of mixed forests in Korea and to estimate the growth and yield of stands using national forest resources inventory data. The growth of mixed forests was derived by applying the Chapman-Richards model with diameter at breast height (DBH), height, and cross-sectional area at breast height (BA), and the yield of mixed forests was derived by applying stepwise regression analysis with factors such as cross-sectional area at breast height, site index (SI), age, and standing tree density per ha. Mixed forests were found to be growing in various locations. By climate zone, more than half of them were distributed in the temperate central region. By altitude, about 62% were distributed at 101-400 m. The fitness indexes (FI) for the growth model of mixed forests, which is the independent variable of stand age, were 0.32 for the DBH estimation, 0.22 for the height estimation, and 0.18 for the basal area at breast height estimation, which were somewhat low. However, considering the graph and residual between the estimated and measured values of the estimation equation, the use of this estimation model is not expected to cause any particular problems. The yield prediction model of mixed forests was derived as follows: Stand volume =-162.6859+6.3434 ∙ BA+9.9214 ∙ SI+0.7271 ∙ Age, which is a step- by-step input of basal area at breast height (BA), site index (SI), and age among several growth factors, and the determination coefficient (R2) of the equation was about 96%. Using our optimal growth and yield prediction model, a makeshift stand yield table was created. This table of mixed forests was also used to derive the rotation of the highest production in volume.

Process of Coping with Domestic Violence of Marriage Immigrant Women (결혼 이주 여성의 가정폭력 대처과정에 관한 근거이론 접근)

  • Ko, Ki-Sook;Jeong, Mee-Kyung
    • The Journal of the Korea Contents Association
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    • v.12 no.10
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    • pp.254-279
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    • 2012
  • This research aims to suggest a practical solution in order to make marriage immigrant women free from violence and stand on their own. The suggestion could be made by developing Substantive theory in terms of marriage immigrant women's coping with domestic violence. The research question is; How marriage immigrant women cope with domestic violence. The research used a route theory approach, and 11 of marriage immigrant women who have ever suffered from domestic violence participated in it. The research question used semi-structured open questions. As a result of paradigm model analysis, "mental and physical devastation" is defined as a core phenomenon, and causative conditions are "wheel of pain" and "helpless victims of violence". Besides, context conditions are "period growth with solitariness", "irrational marriage" and "indifferent reality". "Mental and physical devastation", the core phenomenon act and interact with effect of mediatory conditions; which are "social help", "cultural difference" and "helplessness". Here the action and reaction appear as "adaptation", "resistance", "self-protection" and "self-reinforcement", and the outcomes show up as "maintaining reality", "decision making" and "beginning a new life". "Coping with mental and physical devastation and standing on one's own feet" could be introduced as a core category. Process of coping with domestic violence presents its levels as; shocks ${\rightarrow}$ endurance ${\rightarrow}$ regret ${\rightarrow}$ overcoming. There are three patterns of coping, which are; "preserving realities", "returning", and "groping for the future".

Impacts assessment of Climate changes in North Korea based on RCP climate change scenarios II. Impacts assessment of hydrologic cycle changes in Yalu River (RCP 기후변화시나리오를 이용한 미래 북한지역의 수문순환 변화 영향 평가 II. 압록강유역의 미래 수문순환 변화 영향 평가)

  • Jeung, Se Jin;Kang, Dong Ho;Kim, Byung Sik
    • Journal of Wetlands Research
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    • v.21 no.spc
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    • pp.39-50
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    • 2019
  • This study aims to assess the influence of climate change on the hydrological cycle at a basin level in North Korea. The selected model for this study is MRI-CGCM 3, the one used for the Coupled Model Intercomparison Project Phase 5 (CMIP5). Moreover, this study adopted the Spatial Disaggregation-Quantile Delta Mapping (SDQDM), which is one of the stochastic downscaling techniques, to conduct the bias correction for climate change scenarios. The comparison between the preapplication and postapplication of the SDQDM supported the study's review on the technique's validity. In addition, as this study determined the influence of climate change on the hydrological cycle, it also observed the runoff in North Korea. In predicting such influence, parameters of a runoff model used for the analysis should be optimized. However, North Korea is classified as an ungauged region for its political characteristics, and it was difficult to collect the country's runoff observation data. Hence, the study selected 16 basins with secured high-quality runoff data, and the M-RAT model's optimized parameters were calculated. The study also analyzed the correlation among variables for basin characteristics to consider multicollinearity. Then, based on a phased regression analysis, the study developed an equation to calculate parameters for ungauged basin areas. To verify the equation, the study assumed the Osipcheon River, Namdaecheon Stream, Yongdang Reservoir, and Yonggang Stream as ungauged basin areas and conducted cross-validation. As a result, for all the four basin areas, high efficiency was confirmed with the efficiency coefficients of 0.8 or higher. The study used climate change scenarios and parameters of the estimated runoff model to assess the changes in hydrological cycle processes at a basin level from climate change in the Amnokgang River of North Korea. The results showed that climate change would lead to an increase in precipitation, and the corresponding rise in temperature is predicted to cause elevating evapotranspiration. However, it was found that the storage capacity in the basin decreased. The result of the analysis on flow duration indicated a decrease in flow on the 95th day; an increase in the drought flow during the periods of Future 1 and Future 2; and an increase in both flows for the period of Future 3.

Quality Factors of Freshness and Palatability of Hanwoo from their Physicochemical and Sensorial Properties (한우의 이화학적, 관능적 특성을 통한 신선도와 맛의 품질 인자 설정)

  • Moon, Ji-Hye;Sung, Misun;Kim, Jong-Hun;Kim, Byeong Sam;Kim, Yoonsook
    • Food Science of Animal Resources
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    • v.33 no.6
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    • pp.796-805
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    • 2013
  • This study was conducted to investigate the relationship between quality factors and freshness or palatability of Hanwoo beef according to storage condition. The drip loss, cooking loss, volatile basic nitrogen (VBN), thiobarbituric acid reactive substance (TBARS), total viable counts (TVC) and sensorial characteristics of Hanwoo beef (raw and cooked) were investigated during storage for 36 d at 0 and $10^{\circ}C$. The drip loss, cooking loss, VBN, and TBARS were increased during storage period. The correlation between these factors and freshness was shown to be highly significant at both $10^{\circ}C$ than $0^{\circ}C$. Especially, correlation of between the cooking loss and freshness of Hanwoo beef showed high significance (p<0.01) at higher storage temperature. The correlation coefficient between factors such as VBN, cooking loss, and TVC and palatability were decreased with increased storage temperature. As a statistical analysis result, a multiple regression equation of $Y_1=10.768-0.706X_1$ (Drip loss) with $R^2=0.87$ was obtained for freshness evaluation of Hanwoo beef. Also, multiple regression with drip loss ($X_1$) and TVC ($X_5$) increased the coefficient of determination for sensorial palatability ($Y_2$) to $R^2=0.95$ with a regression equation of $Y_2=9.702-0.438X_1(Drip\;loss)-0.232X_5(TVC)$.

Family Gaps Across the Wages Distribution in Korea (자녀유무별 여성임금격차(Family gap) : 소득분위에 따른 비교연구)

  • Huh, Soo-Yeon
    • Korean Journal of Social Welfare Studies
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    • v.43 no.2
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    • pp.345-366
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    • 2012
  • This study analyze Family gaps(the wage gap between mothers and non-mothers) across the wages distribution in Korea using 2008 Korean Labor and Income Panel Study. Analysis models include Heckman's two stage estimation to control women's labor participation selection and Quantile regression method to examine the effects of children at different points of the wage distribution. The result indicates that first, comparing non-mothers, mothers with one child suffer statistically significant hourly wage losses at 25th, 50th, and 75th distribution, however not significant effects are found at lowest(10th) and highest(90th) distribution. Second, comparing non-mothers, mothers with two more children suffer statistically significant hourly wage losses at all distribution. Family gap differs across the wage distribution and highest family gaps are found at 25th distribution. With these results, the author suggests universal family policies to support mothers' labor participation and the reconciliation of work and family.

Factors Influencing Acculturative Stress of Migrant Workers (외국인 근로자의 문화적응 스트레스 영향요인)

  • Kim, Ji-Hyun;Kim, Bo-Mi
    • Journal of Digital Convergence
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    • v.15 no.8
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    • pp.277-287
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    • 2017
  • The purpose of this study was to identify acculturative stress, social support and self esteem in migrant workers. The data of 181 subjects were collected from June 1st to September 27, 2016, and analyzed using the SPSS WIN 23.0 program. Results: There was a significant negative correlation among acculturative stress, social support(r=-.465, p<.001) and self esteem(r=-353, p<.001). Stepwise multiple regression analysis showed self esteem(${\beta}=-.21$, p<.001) and job(${\beta}=-.02$, p<.05) were significant factors affecting acculturative stress(F=27.672, p<.001). The results of the study indicate that the efforts, to improve self esteem, and to increase social support, are required to decrease acculturatives stress among migrant wokers. The results are expected to be utilized in development of supportive program for migrant workers adaptation. In the following study, the analysis of structural equation modeling about additional factors of acculturative stress among migrant workers will be needed.

Moderating Effect of Organization Performance Recognition on the Relationship between Job Value and Organization Value of Hospital Employees (병원종사자들의 직무가치와 직장가치 인식 간의 관계에 조직성과 자각상태의 조절효과)

  • Ha, Au-Hyun;Lee, Young-Hwan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.2
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    • pp.229-239
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    • 2020
  • This study aims to provide suggestions for effective human resource management at the organization level, by considering the psychological and behavioral attributes of hospital employees. Employees at 4 general hospitals, 5 hospitals, 7 convalescent hospitals, and 7 psychiatric hospitals were surveyed. A three-step model adjustment return analysis was performed using mean centering methods to the moderating effect of organizational performance recognition, for analyzing the relationship between job value and organization value. Assessing the relationship between job value and organization value revealed that awareness of customer response effort and awareness of hospital image has a moderating effect amongst hospital nurses. Considering the administrative employees of hospitals, awareness of customer response effort had negative moderating effect, whereas awareness of hospital image had positive moderating effect. In nurses of convalescent hospitals, awareness of customer response effort had positive moderating effect, but awareness of growth and competitiveness, and awareness of hospital image, had negative moderating effect. Taken together, our results indicate that depending on the hospital type and occupation, the effect of adjustment of organizational performance recognition when considering the relationship between job value and recognition of organization value by hospital employees, is varied.

The Influence Factors on the Stages of Change of Exercise in Middle Aged Men who Work based on the Transtheoretical Model (범이론적모형에 근거한 직장 중년남성의 운동행위변화단계에 미치는 영향요인)

  • Hyea-Kyung Lee
    • Journal of Industrial Convergence
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    • v.20 no.12
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    • pp.1-9
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    • 2022
  • The objective of this study was to analyze the factors affecting the stages of change of exercise in middle-aged men who work. 170 middle-aged men who work surveyed, 40 to 59 years old, is residing, Chung-Buk and Chung-Nam province, who understand the purpose of this study and agree to participate in this study. This study data is analyzed by using frequency, percentage, standard deviation, t-test, 𝑥2 test and Logistic regression analysis. The study show that the exercise self-efficacy(𝛽=.965, p=.003) and the perceived health status(𝛽=.805, p=.025) among middle aged men who work have an effect on the stages of change of exercise meaningfully. That is, the exercise self-efficacy of middle aged men who work who have exercise behavior is 2.6 times higher than middle aged men at work who don't have exercise behavior, and the perceived health status is 2.2 times higher. This study suggests that the development of better exercise practice for middle aged men who work should be aimed at promoting exercise self-efficacy and perceived health status, Based on this, it is necessary to find ways to operate exercise programs at the workplace and community level.

An Analysis of Determinants of Female Marriage Immigrants' Adaptation to Their Communities (결혼이주여성의 지역사회 적응 요인에 관한 연구)

  • Yim, Seok-Hoi
    • Journal of the Economic Geographical Society of Korea
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    • v.12 no.4
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    • pp.364-387
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    • 2009
  • Female marriage immigrants have increased since the mid-1990s in Korea. Thus, their adaptation to Korean society has been a big social issue in Korea. There are a lot of academic researches on their adaptation to Korean society so far. We cannot sufficiently understand general main factors of their adaptation to Korean society because of methodological problems in the studies on the female marriage immigrants. Particularly, there are very few studies on female marriage immigrants' adaptation to their communities. This study analyzes determinants of female marriage immigrants' adaptation to their communities, using stepwise multi-regression. Data are collected from questionary survey on female marriage immigrants in Seoul, Gyeong-gi, Daegu, Gyeong-buk, Gwangju, Jeon-nam. Dependent variables are community life, spatial cognition and activities, and neighborhood relationship. Each dependent variable is analyzed with 30 independent variables through stepwise multi-regression. As a result, 16 positive determinants and 2 negative ones are selected. Positive determinants are resident identity, age, adaptation to home, number of Korean friends and same nationals' friends in Korea and so on. But, Korean language fluence is not selected as a significant factor. This is different from a general recognition. As exiting researches, the importance of social network and adaptation variables is also identified in this study.

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The Effect of Participation Motivation and Satisfaction on the Participation Persistence among Adult Learners at College Continuing Cducation Center (전문대학 평생교육 학습자의 평생교육프로그램 참여 동기와 만족도가 참여 지속의도에 미치는 효과)

  • Yoo, Mi-soo;Kwak, Keun-Hey;Park, Sun-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.12
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    • pp.414-422
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    • 2017
  • This study was conducted to analyze the effects of motivation and satisfaction with continuing education on the intention to participate in college continuing education programs among adult learners. and participation of continuing education to improve the quality of Continuing education programs operated by College and to develop diverse educational programs that reflect the needs of adult learners and increase their participation rate. This study analyzed data collected from 412 adult males and females taking courses at the Lifelong Education Center in four professional universities in Gyeonggi-do from May 1 to June 20, 2017. Data analysis was performed using SPSS Version 21.0 program, and general characteristics of the subjects were used. Descriptive statistics, t-tests and ANOVA were used to identify differences in participants' motivation, satisfaction with education, and intention to participate. Participants' motivation, satisfaction with education, and intention to participate were analyzed by Pearson's correlation. Participants were analyzed by stepwise multiple regression analysis. There was a significant positive correlation between motivation for participation in college continuing education programs, intention to participate in education programs, and intention to participate. The factors influencing participants' motivation for participation were participation motivation and education satisfaction 41.2%.The results of this study suggest that it is necessary to develop and operate a program considering the factors that can improve motivation for participation and educational satisfaction to increase learner motivation.