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Multilevel Mediation Analysis: Statistical Methods, Analytic Procedure, and a Real Example (다층자료의 매개효과 분석: 통계방법, 분석절차 및 실례)

  • Park, Sun-Mi;Bak, Byung-Gee
    • Science of Emotion and Sensibility
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    • v.19 no.4
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    • pp.95-110
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    • 2016
  • The purpose of this study was to propose a proper method for the multilevel mediation analysis, for which the hierarchical method should be utilized, then MLM (multilevel modeling) approach as a hierarchical method has been popularly utilized until MSEM (multilevel structural equation modeling) approach was not proposed. This purpose was covered by three research questions about statistical methods, analytic procedure, and real example. First, MSEM statistical method was preferred to MLM method for its estimation accuracy and analytic flexibility. Second, the four-step procedures of model building, assumption examination, model comparison, and coefficient testing were proposed for the multilevel mediation analysis. Third, the real data of 2695 students of elementary and secondary schools and 89 teachers were analyzed in the multilevel directions of $2{\rightarrow}2{\rightarrow}1$ and $1{\rightarrow}1{\rightarrow}2$. Out of these directions of $2{\rightarrow}2{\rightarrow}1$, and $1{\rightarrow}1{\rightarrow}2$ model, only the coefficient of $2{\rightarrow}2{\rightarrow}1$ model was significant at the 95% CI. Mplus programs used for the real example are attached on the Appendix. Based on the results, significance and limitations of this study, were discussed in detail.

Scarification and Gibberellic Acid Affecting to Dormancy Breaking of Variegated Solomon's Seal (Polygonatum odoratum var. pluriflorum 'Variegatum') (파상처리와 지베렐린을 이용한 무늬둥굴레(Polygonatum odoratum var. pluriflorum 'Variegatum')의 휴면타파)

  • Rhie, Yong Ha;Lee, Seung Youn;Park, Ju Hyun;Kim, Ki Sun
    • Horticultural Science & Technology
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    • v.32 no.3
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    • pp.296-302
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    • 2014
  • The foliage of variegated Solomon's seal is excellent in cut flower arrangements. However, it has a restricted marketing period because the harvesting is limited in spring and summer. The increased interest requires the year-round production, thus techniques for dormancy breaking and forcing without low temperature treatment is needed. Therefore, experiments were conducted to d etermine whether gibberellic acid (GA) could break dormancy in variegated Solomon's seal. Thes prouting of dormant bud did not occur throughout the experiment when $GA_3$ $400mg{\cdot}L^{-1}$ was applied to dormant rhizomes as a soil drench. However, when plants were treated with a GA drench after scratch with razor blade or were given direct injection of GA, percent sprouting was increased up to 100 or 83.3%, respectively. However, because treatments with razor or syringe may damage internal organs, we tested another method, scarifying the rhizomes with sodium hypochlorite (NaOCl). Rhizome scarification with 4% NaOCl for 6 or 24 hours followed by drench of $GA_3$ $400mg{\cdot}L^{-1}$ increased the dormancy breaking percentage to 70 or 86.7%, respectively. Moreover, scarified and GA-treated rhizomes produced more leaves than untreated or GA-soil drenched plants in the glasshouse. These results showed the possibility of year-round production of variegated Solomon's seal foliage with rhizome scarification and GA treatments.

A Study on Development of ECS for Severly Handicaped (중증 장애인을 위한 생활환경 제어장치개발에 관한 연구)

  • 임동철;이행세;홍석교;이일영
    • Journal of Biomedical Engineering Research
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    • v.24 no.5
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    • pp.427-434
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    • 2003
  • In this paper, we present a speech-based Environmental Control System(ECS) and its application. In the concrete, an ECS using the speech recognition and an portable wheelchair lift control system with the speech synthesis are developed through the simulation and the embodiment. The developed system apply to quadriplegic man and we evaluate the result of physical effect and of mental effect. Speech recognition system is constructed by real time modules using HMM model. For the clinical application of the device, we investigate the result applied to 54-years old quadriplegic man during a week through the questionnaires of Beck Depression Inventory and of Activity Pattern Indicator. Also the motor drive control system of potable wheelchair lift is implemented and the mechanical durability is tested by structural analysis. Speech recognition rate results in over 95% through the experiment. The result of the questionnaires shows higher satisfaction and lower nursing loads. In addition, the depression tendency of the subject were decreased. The potable wheelchair lift shows good fatigue life-cycle as the material supporting the upper wheelchair and shows the centroid mobility of safety. In this paper we present an example of ECS which consists of real-time speech recognition system and potable wheelchair lift. Also the experiments shows needs of the ECS for korean environments. This study will be the base of a commercial use.

A Study on the Status of Ordinances Related to the Private Records (민간기록물관리에 관한 조례 현황 연구)

  • Lee, Jung-eun;Kim, You-kyung;Kim, Geon
    • The Korean Journal of Archival Studies
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    • no.64
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    • pp.119-155
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    • 2020
  • The records management system in Korea has a short history of about 20 years. However, the system is relatively stable. This compressed development has been mainly in public records. This is because the laws and regulations related to private records management were insufficient. Fortunately, Two local permanent records management institutions have recently been established. Therefore, interest in the management of local records has been growing. The Management of private records is an important part of the management of local records. The collection of private records is based on ordinances established by local governments. This study aims to analyze the ordinances of local governments, which are the legal basis for the collection and management of private records. The subject of analysis is the ordinance related to the management of private records that are currently established in Korea. The progress of the study analyzed the current state of the ordinance, the background of the ordinance, and the contents of the ordinance regarding the management of private records. The results of this study can be used as basic research for reference in the enactment of the ordinances related to the management of private records in the future since the ordinances for collecting and managing private records in Korea targets.

Effect of Di-(2-ethylhexyl)phthalate(DBHP) on Spermatogenesis in Rat Testes (흰쥐 정자형성과정에 미치는 Di-(2-ethylhexyl)phthalate의 영향)

  • 김완종;길영천;이종화;신길상
    • Korean Journal of Environmental Biology
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    • v.17 no.3
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    • pp.285-292
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    • 1999
  • Di-(2-ethylhexyl) phthalate (DEHP) is a plasticizer known as one of endocrine disruptors. The present study was carried out to investigate the alterations of function and ultrastructure in rat testes after oral intubation of DEHP in dosages of 1g/kg/day, 2 g/kg/day or 3 g/kg/day in 0.5 ml of corn oil for 15 days. DEHP reduced the growth of body and testes, inhibited apermatogenesis and induced structural changes on various cell types of the rat testis. Leydig cells, Sertoli cells and the developing germ cells seemed to be impaired their differentiations in terms of the structural changes of cell organelles. The increase of heterochromatin in amount were common features in all 3 cell types. In addition, the Leydig cells were characterized by the swelling of smooth endoplasmic reticulum and perinuclear space, the increases in number and size of Iysosomes. The Sertoli cells became irregular in nuclear envelope and the number of Iysosomes and vacuoles seemed to be increased. There were some indications of necrosis of the germ cells, such as vacuolized nucleus and segregated nucleolus. And also, DEHP lowered the level of testosterone in experimental rat serum. DEHP suppressed apermatogenesis decreasing developing germ cells and these effects of DEHP on the rat testis were dose dependent. The detrimental effect of DEHP on apermatogenesis and ultrastructure of rat testes seems to be derived from the decreased level of testosterone by Leydig cells, followed by the abnomalities of Sertoli cells and the germ cells.

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Electrochemical Synthesis of Conducting Polypyrrole in Nucleophilic Solvent (친핵성 용매하에서 전도성 Polypyrrole의 전기화학적 합성)

  • Lee, Hong-Ki;Park, Soo-Gil;Shim, Mi-Ja;Kim, Sang-Wook;Lee, Ju-Seong
    • Applied Chemistry for Engineering
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    • v.5 no.4
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    • pp.616-623
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    • 1994
  • Conductive Polypyrrole films have been synthesized by electrochemical method in nucleophilic solvent such as N, N-dimetylformamide(DMF), dimethylsulfoxide(DMSO). The effect of protic acid as supporting electrolyte to decrease the nucleophilicity of the solvent was studied. Cyclic voltammetry, I-t transients were carried out to investigate the electrodeposition of conductive polypyrrole film on platinum electrode. Three peaks of 0.65V, 0.85V, and 1.2V vs. $Ag/AgNO_3$ indicated oxidation of monomer, oxidation of pyrrole to the platinum electrode and decomposition of polypyrrole film, respectively. With the I-t transients, nucleation process was confirmed and from obtained linear fits of I vs.t2resembles the metal film formation, and 2.15-2.26 of n-value could be calculated. As concentration of pyrrole or prolic acid was increased, the conductivity of polypyrrole film increased linearly. Tensile strength and elongation were investigated for comparing the mechanical properties and also SEM was performed for morphology investigation.

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Thermal Deactivation of Plate-type V2O5-WO3/TiO2 SCR Catalyst (Plate-type V2O5-WO3/TiO2 SCR 촉매의 열적 비활성화 특성)

  • Cha, Jin-Sun;Park, Jin-Woo;Jeong, Bora;Kim, Hong-Dae;Park, Sam-Sik;Shin, Min-Chul
    • Applied Chemistry for Engineering
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    • v.28 no.5
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    • pp.576-580
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    • 2017
  • In the present paper, the thermal deactivation characteristics of plate-type commercial $V_2O_5-WO_3/TiO_2$ SCR catalyst were investigated. For this purpose, the plate-type catalyst was calcined at different temperatures ranging from $500^{\circ}C$ to $800^{\circ}C$ for 3 hours. Structural and morphological changes were characterized byXRD, specific surface area, porosity, SEM-EDS and also NOx conversion with ammonia according to the calcine temperature. The NOx conversion decreased with increasing calcine temperature, especially when the catalysts were calcined at temperatures above $700^{\circ}C$. This is because the crystal phase of $TiO_2$ changed from anatase to rutile, and the $TiO_2$ grain growth and $CaWO_4$ crystal phase were formed, which reduced the specific surface area and pore volume. In addition, $V_2O_5$, which is a catalytically active material, was sublimated or vaporized over $700^{\circ}C$, and a metal mesh used as a support of the catalyst occurred intergranular corrosion and oxidation due to the formation of Cr carbide.

Isotopic Differences among Zooplankton Taxa and Seasonal Variation of Zooplankton Community Coexisting with Microcystis (Microcystis와 공존하는 동물플랑크톤 군집의 계절변화 및 안정동위원소비의 차이)

  • Lee, Jae-Yong;Kim, Jai-Iu;Jung, Yu-Kyong;Kim, Bom-Chul
    • Korean Journal of Ecology and Environment
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    • v.43 no.1
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    • pp.1-10
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    • 2010
  • We used stable isotope analysis to investigate the hypothesis that zooplankton were not able to utilize Microcystis as a food source. We also studied seasonal variation of the zooplankton community in a eutrophic Wangsong reservoir. The dominant copepod species changed from Cyclops vicinus to Thermocyclops taihokuensis. Density of zooplankton was suppressed by high density of Microcystis in June and the density of phytoplankton and chlorophyll a concentration was lowest in July. The difference in $\delta^{13}C$ and $\delta^{15}N$ between cladocerans (Daphnia galeata and Bosmina longirostris) and copepods showed the maximum difference of $12^{\circ}/_{\circ\circ}$ and $4^{\circ}/_{\circ\circ}$, respectively, indicating different energy sources and trophic positions between two taxonomic groups. The difference in $\delta^{13}C$ between Microcystis and zooplankton ranged from $3{\sim}7^{\circ}/_{\circ\circ}$, supporting the hypothesis that Microcystis could not be used as food source of zooplankton.

Desulfurization Ability of CuO-Fe2O3 Sorbents with Respect to the Calcination Temperature by GC/microreactor (GC/microreactor를 이용한 소성온도에 따른 CuO-Fe2O3 흡수제의 탈황성능)

  • Lee, Hyo-Song;Kim, Jin-Yong;Kim, Jeong-Soo;Rhee, Young Woo
    • Korean Chemical Engineering Research
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    • v.43 no.1
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    • pp.140-145
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    • 2005
  • The desulfurization abilities using GC/microreactor have been examined for $CuO-Fe_2O_3$ sorbents with respect to calcination temperatures of 700, 900 and $1,100^{\circ}C$. CuO was used as a main active component, $Fe_2O_3$ was used as an additive one and 25 wt% $SiO_2$ was used as a support. The desulfurization reaction temperature was $500^{\circ}C$ and the regeneration reaction temperature was $700^{\circ}C$. From the XRD results, the $CuFeO_2$ compound has been observed for the fresh sorbent calcined at $1,100^{\circ}C$ and the $CuFeS_2$ compound for the reacted sorbent calcined at $1,100^{\circ}C$. By the BET results, however any significant differences among sorbents calcined at the three different temperatures of 700, 900 and $1,100^{\circ}C$ haven't been observed. Especially CFS1 (CuO : $Fe_2O_3$ : $SiO_2$=67.5 wt% : 7.5 wt% : 25 wt%) sorbent calcined at $1,100^{\circ}C$ maintained about 10 g sulfur/100 g sorbent for 100 cycles by the cyclic test.

Breastfeeding Knowledge, Attitude, and Nursing Practice of Nurses in Neonatal Intensive Care Units (신생아집중치료실 간호사의 모유수유에 대한 지식, 태도, 간호활동)

  • Ra, Jin-Suk;Chae, Sun-Mi
    • Child Health Nursing Research
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    • v.19 no.2
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    • pp.76-84
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    • 2013
  • Purpose: The purpose of this study was to describe breastfeeding knowledge, attitude and nursing practice of neonatal intensive care unit (NICU) nurses. Methods: Survey methodology using a self administered questionnaire was employed as the research design. A total of 153 questionnaires from 7 university hospital NICUs in Seoul, Daejeon, and Daegu were used for data analysis. Results: The percentage of correct answers on the breastfeeding knowledge questions for the NICU nurses was 59.3%. The nurses in NICU reported a somewhat positive attitude to breastfeeding, mean per item $3.70{\pm}0.41$ on a scale of 5 points. Their breastfeeding nursing practice was at a moderate level, mean per item, $3.26{\pm}0.74$. Breastfeeding knowledge had significant correlations with breastfeeding attitude (r=.554, p<.001) and nursing practice (r=.203, p=.002). Also, There was a significant correlation between breastfeeding attitude and nursing practice (r=.243, p=.002). Conclusion: These results suggest that breastfeeding educational programs and strategies for NICU nurses should be developed to increase their breastfeeding knowledge, attitude, and nursing practice.