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Technology Competitiveness in the AI-Edutech Field: Using Patent Indice and Hurdle Negative Binomial Model (특허 자료를 활용한 AI-에듀테크 분야 국가 간 기술 경쟁력 분석: 특허 통계 지표와 허들 음이항 모델의 활용)

  • Ilyong Ji;Hyun-young Bae
    • Journal of Industrial Convergence
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    • v.22 no.8
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    • pp.1-17
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    • 2024
  • Recently, interest in edutech has been focused on its fusion with AI technology, and the market in this field is expanding. This study aims to analyze the technological competitiveness and key technological areas of major countries in the AI-edutech field. Additionally, considering that AI-edutech is a convergence of AI technology and edutech, the study seeks to examine the path dependence of AI-edutech in each country to determine whether they are based on existing AI technologies or edutech. To this end, AI-edutech patents were collected and competitiveness was analyzed using patent activity, patent impact, and market acquisition indicators. Path dependence for each country was analyzed using the hurdle negative binomial regression model. The analysis results indicate that the major countries in the AI-edutech field are China, South Korea, the United States, India, and Japan. In terms of patent activity, China had the highest level, followed by South Korea. In terms of patent impact and market securing power, the United States was high in both aspects, Japan had high market securing power, and South Korea had high patent influence. The results of the hurdle negative binomial analysis presented unique findings. The logit part results indicated that the possession of existing AI and edutech did not positively affect the emergence of current AI-edutech, but the count part results showed a positive influence. This suggests that, overall, it is difficult to assert that current AI-edutechs are based on past AI and edutechs. However, once some AI-edutechs based on existing AI and edutechs emerge, they are influenced by the existing technologies. These findings provide implications for future research and technological strategies in this field.

Measuring Differences in Food Iintakes and Dietary Habits of Preschool Children by the Weight-Length Index (유치원 원아의 WLI 분포에 따른 에너지 및 영양소의 섭취량, 식습관의 차이에 관한 연구)

  • Lee, Joo Hee;Kang, Eun Jung;Kim, Changim
    • Journal of the Korean Dietetic Association
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    • v.19 no.1
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    • pp.34-45
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    • 2013
  • This study was conducted to obtain data and offer advice regarding dietary intake at kindergarten and to recommend dietary habits to prevent childhood obesity. The study was conducted in 85 children aged 4 to 5 years. Body weight and height, dietary intakes of lunch served at Kindergarten and questionnaires for dietary behaviors in Kyeongnam area were studied. All subjects were classified by their weight-length index (WLI). According to the standard WLI values, 41.2% of the children were within the normal value ($90{\leq}$WLI<110), 23.5% of the children were overweight ($110{\leq}$WLI<120), and 35.3% of the children were obese ($WLI{\geq}120$). The mean energy intake at lunch for kindergarteners was $287.1{\pm}13.4$ kcal in the normal group, $307.6{\pm}10.2$ kcal in the overweight group and $323.7{\pm}8.6$ kcal in the obese group. The percent energy of estimated energy requirement (EER) was 21.8%. The intake of protein, iron, zinc, vitamin A, and pyridoxine were significantly different by WLI (P<0.05). A comparison of nutrients in the lunch menu provided with those of 1/3 recommended intake (RI) showed that preschoolers took in fewer calories, calcium, and vitamin $B_2$, and that their deficiency rates were high (81.2%, 76.5% and 70.6% of recommended levels, respectively). There was a significant difference in the preference of fruits and milk and dairy products by WLI. Therefore, a nutritional education program and new guidance in the proper nutrition management for kindergarteners should be developed to enhance nutritional status during childhood.

Inter-city Flight Connectivity and Polycentricity in the Yeongnam Region (영남권 도시 간 화물 연계성과 다중심성)

  • Choi, Byung-Doo;Song, Minjeong
    • Journal of the Korean association of regional geographers
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    • v.21 no.1
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    • pp.39-61
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    • 2015
  • This paper reviews literature on urban connectivity, and reconsiders the concept of polycentric urban region and its analysis methods, and then, applying them, explores the inter-city flight connectivity and polycentricity in the Yeongnam Region. As results of analysis, it has been identified that the entropy index shows a relatively dispersing pattern of the urban network of the region, and that the dominance index reveals a more polycentric (that is, less hierarchic) character of the region than that of the Capital Region, while some differences are found among individual cities in the symmetry of connectivity and the dominance and/or dependence index. Even though flows of products in textile, basic metals, and automobile industries in sub-divisions of manufacture appear a pattern of concentring into the first central city, the urban network of the Yeongnam Region in general can be characterized as a polycentrism, and policy for polycentric regional development would be suggested.

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The relationship between attention deficit hyperactivity disorder, dietary habit and caffeine intake in upper-grade elementary school children (초등학교 고학년의 주의력결핍.과잉행동장애와 식습관 및 카페인 섭취와의 관련성)

  • Jang, Court-Bin;Kim, Hye-Young
    • Journal of Nutrition and Health
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    • v.45 no.6
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    • pp.522-530
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    • 2012
  • This study was performed in order to investigate the relationship between attention deficit hyperactivity disorder (ADHD), dietary habit and caffeine intake in upper-grade elementary school children. The total number of the study subjects was 237 students (111 boys and 126 girls), where 30 students (12.7%) were diagnosed as ADHD. The dietary habit score of the ADHD group was significantly lower than that of the normal group. In particular, the ADHD group had lower dietary scores in consuming daily breakfast, diverse foods, fruit and milk than those in the normal group. Meanwhile, the daily intake frequency of instant noodle (ramyeon) was significantly higher in the ADHD group than that in the normal group. The mean caffeine intake of the students was 42.95 mg and the proportion of students consuming more than the ADI (acceptable daily intake) was 11.8%. The caffeine intake of ADHD group (63.63 mg) tended to be higher than that of the normal group (39.95 mg); however, it was not significantly different. The ADHD score of the students was negatively related with the dietary habit score (r = -0.279, p < 0.01) but positively related with caffeine intake (r = 0.164, p < 0.05). The dietary habit score had a negative relationship with caffeine intake (r = -0.180, p < 0.01) and a positive relationship with height (r = 0.195, p < 0.01). Caffeine intake had a negative relationship with the height of the students (r = -0.171, p < 0.05). In conclusion, ADHD in children was related to poor dietary habit and high caffeine intake.

Causal Relationships between Time Management Ability, Self Management and Its Related Factors among Adolescents (청소년의 시간관리능력과 자기생활관리에 영향을 미치는 제변인들의 인과관계분석)

  • Jeong, Ho-Sun;Jang, Yoon-Ok
    • Journal of the Korean Home Economics Association
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    • v.47 no.7
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    • pp.45-58
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    • 2009
  • The purpose of this study was to investigate the effects of individual variables, mother related variables, and timemanagement ability on self-management of adolescents. In addition, the direct and indirect effects of these variables on self-management were also assessed. The subjects of this study were 496 students who were selected at random from middle schools in Daegu. The questionnaire was used for this survey, consisted of a self-management, a timemanagement, a self-efficacy, an internal locus of control, mother’s home management, and mother’s support scale. Factor analysis, multiple regression analysis and path analysis were employed for data analysis. The major findings of this study were as follows: First, mother’s home management planning ability had the most affect on adolescent time-management ability in terms of planning and implementing, while self-efficacy had the most affect on time-management evaluating ability. Second, adolescent’ time-management planning ability had the most affect on lifestyle and money management, time-management implementing ability on studies management, self-efficacy on health management, and internal locus of control on interpersonal relation management of adolescents. Third, among adolescent self-management, lifestyle management, studies management and money management can be achieved through the mediation of adolescent time management ability. They exhibit indirect influence through adolescent self-efficacy, internal locus of control, mother’s home-management planning ability, and mother’s home-management implementing ability. Furthermore, time-management ability is also influenced through the mediation of health management and interpersonal relation management, but is not indirectly affected by selfefficacy, internal locus of control, time planning ability, and time implementing ability.

The Effect of Ethical Values on the Patient's Personal Information Protection of College Students Majoring in Healthcare Administration (보건행정 전공 대학생들의 윤리적 가치관이 환자 개인정보 보호인지에 미치는 영향)

  • Jung, Eun-Young
    • Journal of Digital Convergence
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    • v.18 no.10
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    • pp.345-352
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    • 2020
  • This study was conducted to investigate 820 university students in C and G areas to analyze the effects of ethical values of health administration major college students on the perception of patient personal information protection and to present important basic data for the development of education programs. The data were analyzed through SPSS/WIN 18.0 Program. As a result of analysis, the average of personal information protection of college students majoring in health administration was low at 2.04 ± 0.24, and ethical values were idealistic tendency 2.51 ± 0.32 points, and relativistic tendency was 2.34 ± 0.34 points, which showed a high idealistic tendency. Ethical values were also significantly related to idealistic ethics and relativistic ethics in terms of the level of awareness of patient personal information protection and the perception of patient personal information protection exposure. Therefore, in order to increase the protection of patients' personal information of university students majoring in health administration, the correct ethical values should be established, and systematic and continuous education is needed for this purpose.

Experiences of Sanhujori Facility Use among the First Time Mothers by the Focus Group Interview (포커스 그룹 연구방법을 적용한 초산모의 산후조리원 이용 경험 분석)

  • Song, Ju-Eun;Chae, Hyun Ju;Park, Bo-Lim
    • Women's Health Nursing
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    • v.21 no.3
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    • pp.184-196
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    • 2015
  • Purpose: The purpose of this study was to examine the experiences of Sanhujori facility use among the first time mothers in Korea. Methods: A qualitative study was conducted, using focus group interview. Data were collected from the 24 first time mothers of 4 focus groups, who had given birth within 6 month and had used one of the Sanhujori facilities located in C province, Korea. After obtaining written informed consent from all participants, each session of the focus group was audio-taped and transcribed into verbatim. Data were analyzed using content analysis in order to identify significant themes. Results: Four major themes that emerged from the data were as follows. 1) Promoting postpartum physical recovery through a enough time with only focusing on herself, 2) Promoting postpartum psychological recovery through emotional and informational support with peer mothers, 3) Experiencing breast feeding difficulties and disappointing with unsatisfied help from health professionals, and 4) Lack of the professional education programs regarding parenting. Conclusion: Based on these results, it will be suggested that the various support programs by not only the peer mothers co-resided in Sanhujori facilities but also the health care professionals in the Sanhujori facilities should be developed for helping a "becoming a mother" of the first time mother in the Sanhujori facilities. In addition, qualified education and counseling program, especially for the successful breast feeding, should be provided by the health care professionals for improving mothering ability of the first time mother in the Sanhujori facilities.

Analysis of Long-term Linear Trends of the Sea Surface Height Along the Korean Coast based on Quantile Regression (분위회귀를 이용한 한반도 연안 해면 고도의 장주기 선형 추세 분석)

  • LIM, BYEONG-JUN;CHANG, YOU-SOON
    • The Sea:JOURNAL OF THE KOREAN SOCIETY OF OCEANOGRAPHY
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    • v.23 no.2
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    • pp.63-75
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    • 2018
  • This study analyzed the long-term linear trends of the sea surface height around the Korea marginal seas for the period of 1993~2016 by using quantile regression. We found significant difference about 2~3 mm/year for the linear trend between OLS (ordinary least square) and median (50%) quantile regression especially in the Yellow Sea, which is affected by extreme events. Each area shows different trend for each quantile (lower (1%), median (50%) and upper (99%)). Most areas of the Yellow Sea show increasing trend in both low and upper quantile, but significant "upward divergence tendency". This implies that significant increasing trend of upper quantile is higher than that of lower quantile in this area. Meanwhile, South Sea of Korea generally shows "upward convergence tendency" representing that increasing trend of upper quantile is lower than that of lower quantile. This study also confirmed that these tendencies can be eliminated by removing major tidal components from the harmonic analysis. Therefore, it is assumed that the regional characteristics are related to the long term change of tide amplitude.

The Signal Sequence of Sporulation-Specific Glucoamylase Directs the Secretion of Bacterial Endo-1,4-β-D-Glucanase in Yeast (효모에서 포자형성 특이 글루코아밀라제의 분비서열에 의한 세균 endo-1,4-β-D-glucanase의 분비)

  • Ahn, Soon-Cheol;Kim, Eun-Ju;Chun, Sung-Sik;Cho, Yong-Kweon;Moon, Ja-Young;Kang, Dae-Ook
    • Journal of Life Science
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    • v.22 no.2
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    • pp.142-147
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    • 2012
  • The sporulation-specific glucoamylase (SGA) of Saccharomyces diastaticus is known to be produced in the cytoplasm during sporulation. For the purpose of proving that SGA has secretory potential, we constructed a hybrid plasmid, pYESC25, containing the promoter and the putative signal sequence of the SGA fused in frame to the endo-1,4-${\beta}$-D-glucanase (CMCase) gene of Bacillus subtilis without its own signal sequence. The recipient yeast strain of S. diastaticus YIY345 was transformed with the hybrid plasmid. CMCase secretion from S. diastaticus harboring pYESC25 into culture medium was confirmed by the formation of yellowish halos around transformants after staining with Congo red on a CMC agar plate. The transformant culture was fractionated to the extracellular, periplasmic, and intracellular fraction, followed by the measurement of CMCase activity. About 63% and 13% enzyme activity were detected in the culture supernatant (extracellular fraction) and periplasmic fraction, respectively. Furthermore, ConA-Sepharose chromatography, native gel electrophoresis, and activity staining revealed that CMCase produced in yeast was glycosylated and its molecular weight was larger than that of the unglycosylated form from B. subtilis. Taking these findings together, SGA has the potential of secretion to culture medium, and the putative signal sequence of SGA can efficiently direct bacterial CMCase to the yeast secretion pathway.

Pre and Post Surgery Management and Practicality of Prosthesis for Patients with Lower Limb Amputation (하지 절단환자의 수술 전후 관리와 의지의 실용성에 대한 연구)

  • Ahn, Wang-Hun;Lee, Kang-Noh;Choi, Yoo-Jung
    • Journal of Korean Physical Therapy Science
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    • v.12 no.4
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    • pp.89-97
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    • 2005
  • Objective: The purpose of this study was to access quality of life and evaluate pre and post surgery management for persons with lower limb amputations. Method: This study was designed as a telephone survey. The subjects were patients who underwent their lower limb amputation between January 1994, and February 2005 at Asan Medical Center in seoul. sixty one of 203 subjects had granted consent and were studied. Results: The major cause of below knee amputations was vascular disease. Traumatic injuries were more common among subjects with above knee amputations. 93.4% of subjects were in use of prosthesis and 70.1 days were required to fit the prosthesis. 68.4% of subjects were able to ambulate with single point cane or without assistive devices. 80.3% of subjects complained phantom pain. Most subjects expressed the unsatisfactory result regarding the functional usage of prosthesis and education from hospital. Conclusion: Pre and post surgery rehabilitation program will benefit to promote better functional status and quality of life for persons with lower limb amputations.

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