• Title/Summary/Keyword: hierarchical data

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Influence of Chinese International Students' Family Strengths on Social Networking Services Addiction Tendency: Focusing on the Mediating Effect of Ego Resilience (중국 유학생의 가족건강성이 SNS 중독경향성에 미치는 영향: 자아탄력성의 매개효과를 중심으로)

  • JIANG, YUJING;Park, Jeoungyun
    • Journal of Family Resource Management and Policy Review
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    • v.27 no.4
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    • pp.19-33
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    • 2023
  • The purpose of this study was to examine the mediating effect of ego resilience on the relationship between family strengths of Chinese international students and Social Networking Services(SNS) addiction tendency. The data were collected through a survey of 349 Chinese international students studying in Korea and analyzed using the SPSS Statistics version 28 program and SPSS Process Macro 4.3. The main results are as follows. First, Chinese international students exhibited higher-than-average levels of SNS addiction tendency, family strengths, and ego resilience. Second, the SNS addiction tendency of Chinese international students had a significant positive correlation with the average time spend on SNS per day. while demonstrating a negative correlation with family strengths and ego resilience. Third, the hierarchical regression analysis revelated that gender, frequency of contact with family, average time spend on SNS per day, qualitative bond as a sub variable of family strengths, and control as a sub variables of ego resilience were significant factors influencing SNS addiction tendency of Chinese international students. Fourth, the study confirmed the complete mediation of ego resilience in the effect of family strengths on SNS addiction tendency. Based on the research results, this study suggested specific directions for counseling interventions aimed at mitigating SNS addiction tendencies among Chinese international students.

Analytic Hierarchy Process approach to estimate weights of menu management in the school foodservice (계층적 분석과정을 적용한 학교급식 식단 구성의 중요도 분석)

  • Hyo Bin Im;Seo Ha Lee;Hojin Lee;Lana Chung;Min A Lee
    • Journal of Nutrition and Health
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    • v.57 no.3
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    • pp.349-364
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    • 2024
  • Purpose: This study used the Analytic Hierarchy Process to evaluate the relative importance of the factors that school nutrition teachers and dietitians consider during menu planning for school foodservices across various educational levels. Methods: An online survey was conducted from December 2023 to January 2024. The hierarchical structure for school foodservice menu management was developed through content analysis, consisting of five high-level categories and 3-4 low-level factors. Questionnaires were distributed to 395 nutrition teachers and dietitians from kindergarten, elementary, middle, and high schools nationwide. One hundred and sixty-six responses were received, resulting in a 42.0% return rate. These responses were analyzed using Microsoft Excel and SPSS Statistics. Results: The most commonly referenced sources for school foodservice menu planning were 'menus obtained from websites' (19.4%). The most significant challenge encountered was 'incorporating students' preferences' (18.6%). In the hierarchy of categories considered for school foodservice menu management, 'employees and facilities' ranked highest (0.2347), followed by 'preference' (0.2312), 'nutrition balance' (0.2027), 'cooking process' (0.1726), and 'food materials' (0.1588). Within each category, the top-ranked factors were 'employees' cooking skills' (0.3759), 'students' preferences' (0.4310), 'dietary reference intakes' (0.4968), 'foodservice hygiene' (0.4374), and 'food costs' (0.4213). The study also compared the relative importance of factors according to the educational levels, and the top-ranked factors were the same across all educational levels. In particular, 'students' preferences', 'dietary reference intake', and 'food costs' aligned with the top three challenges in school foodservice menu planning. Conclusion: Enhancing working conditions for school foodservice employees and developing menu planning methods that accommodate students' preferences are necessary. These findings will provide foundational data for future school foodservice menu management strategies.

The Effect of Syllable Frequency, Syllable Type and Final Consonant on Hangeul Word and Pseudo-word Lexical Decision: An Analysis of the Korean Lexicon Project Database (한글 두 글자 단어와 비단어의 어휘판단에 글자 빈도, 글자 유형, 받침이 미치는 영향: KLP 자료의 분석)

  • Myong Seok Shin;ChangHo Park
    • Korean Journal of Cognitive Science
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    • v.34 no.4
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    • pp.277-297
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    • 2023
  • This study attempted to find out how lexical decision of two-syllable words or pseudo-words is affected by syllabic information, such as syllable frequency, syllable (i.e. vowel) type, and presence of final consonant (i.e. batchim), through the analysis of the Korean Lexicon Project Database (KLP-DB). Hierarchical regression of RT data showed that lexical decision of words was influenced by the frequency of the first syllable, the syllable type of the first and second syllables, batchim for the first and second syllables, and also by the interaction of the two syllable types and the interaction of syllable frequency and batchim of the second syllable. For pseudo-words lexical decision was influenced by the frequency of the first and second syllables, syllable type of the first syllable, and batchim for the first and second syllables, and also by the interaction of the two syllable frequencies, the interaction of the two syllable types, and the interaction of syllable frequency and batchim of the first syllable. Word frequency had a strong effect on lexical decision of words, while syllabic information had a stable effect on the lexical decision of pseudo-words. These results indicate that syllabic information should be seriously considered in constructing word and pseudo-word lists and interpreting lexical decision time. Understanding the effect of syllabic information will also contribute to the understanding of word recognition process.

Lack of Money? Attitude toward Money? The Influence of Economic Factors and Material Values on the Marital Intention among Unmarried Young Adults in South Korea (돈? 가치관? 물질주의가 미혼 남녀의 결혼의향에 미치는 영향 탐색)

  • Cho, Sung-Bong;Son, Hae-in
    • Journal of Family Resource Management and Policy Review
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    • v.28 no.1
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    • pp.39-53
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    • 2024
  • This study examines how economic factors such as income, parental support, perceived social status, and financial distress are associated with marital intentions among unmarried young adults in their 20's and 30's. Data were collected by an online survey, and a total of 567 people participated nationwide. Results from a hierarchical logistic regression suggest that (1) women's income was associated with their marital intentions, but not men's; (2) perceived social status was associated with marital intentions among both men and women; (3) men's expected parental support for marriage was associated with marital intentions; and (4) when three subfactors of the material values were included in the analysis, among women, it was found that the use of possessions to judge one's own success and that of others was positively associated with their marital intentions, and the belief that possessions and the acquisition of materials lead to happiness and satisfaction was negatively associated with their marital intentions. Further discussion is provided about the interpretation and implications of the results.

Multivariate Characterization of Common and Durum Wheat Collections Grown in Korea using Agro-Morphological Traits

  • Young-ah Jeon;Sun-Hwa Kwak;Yu-Mi Choi;Hyemyeong Yoon;Myoung-Jae Shin;Ho-Sun Cheon;Sieun Choi;Youngjun Mo;Chon-Sik Kang;Kebede Taye Desta
    • KOREAN JOURNAL OF CROP SCIENCE
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    • v.68 no.4
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    • pp.343-370
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    • 2023
  • Developing improved wheat varieties is vital for global food security to meet the rising demand for food. Therefore, assessing the genetic diversity across wheat genotypes is crucial. This study examined the diversity of 168 durum wheat and 47 common wheat collections from 54 different countries using twelve agro-morphological parameters. Geumgang, a prominent Korean common wheat variety, was used as a control. Both qualitative and quantitative agronomical characteristics showed wide variations. Most durum wheats were shown to possess dense spikes (90%), while common wheats showed dense (40%) or loose (38%) spikes, with yellowish-white being the dominant spike color. The majority of the accessions were awned regardless of wheat type, yellowish-white being the main awn color. White or red kernels were produced, with white kernels dominating in both common (74%) and durum (79%) wheats. Days to heading (DH) and days to maturity (DM) were in the ranges of 166-215 and 208-250 days, respectively, while the culm length (CL), spike length (SL), and awn length (AL) were in the ranges of 53.67-163, 5.33-18.67, and 0.50-19.00 cm, respectively. Durum wheats possessed the shortest average DH, DM, and SL, while common wheat had the longest CL and AL (p < 0.05). Common wheats also exhibited the highest average one-thousand-kernel weight. Hierarchical cluster analysis, aided by principal component analysis, grouped the population into seven clusters with significant differences in their quantitative variables (p < 0.05). In conclusion, this research revealed diversity among common and durum wheat genotypes. Notably, 26 durum wheat and 17 common wheat accessions outperformed the control, offering the potential for developing early-maturing, high-yielding, and lodging-resistant wheat varieties.

A study on the relationship between the organizational culture, generational conflict, and organizational commitment of Hotel companies : Focusing on M Generation and Z Generation Differences (호텔기업의 조직문화와 세대 갈등, 조직몰입 간의 관계에 대한 연구 : M세대, Z세대 차이를 중심으로)

  • Kim Myeongyong;Sim Juree;Kang Jungkoo
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.3
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    • pp.643-650
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    • 2024
  • Currently, South Korea is grappling with a paradoxical situation characterized by simultaneous labor shortages and job shortages. Within this context, retirees are citing conflicts with supervisors/colleagues and dissatisfaction with organizational culture as the primary reasons for their departure, with these issues disproportionately affecting the MZ generation. In response, scholars have conducted preliminary studies to understand the relationships between organizational culture and other variables specifically concerning the MZ generation. However, most of these studies are based on a unified theory of the MZ generation, failing to satisfy the practical demands for distinguishing between Generations M and Z. Therefore, this research aims to explore the differences in variable relationships between these two groups within the hospitality industry. Surveys were conducted among 170 individuals from Generation M and 110 from Generation Z, and the data were analyzed using AMOS structural equation modeling. The analysis confirmed that both hierarchical culture and generational conflict significantly define relationships across all generations, with generational conflict adversely affecting organizational commitment. Additionally, while a relationship-oriented culture negatively impacts generational conflict for Generation M, no such effect was observed for Generation Z. This study successfully identifies the differential impacts between Generation M and Generation Z.

Analyzing the Co-occurrence of Endangered Brackish-Water Snails with Other Species in Ecosystems Using Association Rule Learning and Clustering Analysis (연관 규칙 학습과 군집분석을 활용한 멸종위기 기수갈고둥과 생태계 내 종 간 연관성 분석)

  • Sung-Ho Lim;Yuno Do
    • Korean Journal of Ecology and Environment
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    • v.57 no.2
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    • pp.83-91
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    • 2024
  • This study utilizes association rule learning and clustering analysis to explore the co-occurrence and relationships within ecosystems, focusing on the endangered brackish-water snail Clithon retropictum, classified as Class II endangered wildlife in Korea. The goal is to analyze co-occurrence patterns between brackish-water snails and other species to better understand their roles within the ecosystem. By examining co-occurrence patterns and relationships among species in large datasets, association rule learning aids in identifying significant relationships. Meanwhile, K-means and hierarchical clustering analyses are employed to assess ecological similarities and differences among species, facilitating their classification based on ecological characteristics. The findings reveal a significant level of relationship and co-occurrence between brackish-water snails and other species. This research underscores the importance of understanding these relationships for the conservation of endangered species like C. retropictum and for developing effective ecosystem management strategies. By emphasizing the role of a data-driven approach, this study contributes to advancing our knowledge on biodiversity conservation and ecosystem health, proposing new directions for future research in ecosystem management and conservation strategies.

A Study on the Determinants of Turnover Intention among Academic Librarians (대학도서관 사서의 이직의도 결정요인에 대한 연구)

  • Sun-Ae Lee
    • Journal of the Korean Society for information Management
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    • v.41 no.3
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    • pp.461-485
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    • 2024
  • This study empirically analyzes the impact of role stress, user misconduct, and job satisfaction on turnover intention by categorizing turnover intention into workplace turnover intention and occupational turnover intention among academic librarians working at national, public, and private universities across South Korea. Data were collected through a survey conducted from September 13 to September 20, 2023, yielding 447 responses, which were subsequently analyzed using hierarchical regression analysis. The results revealed that role ambiguity and severe user misconduct (physical threats) positively influenced both workplace turnover intention and occupational turnover intention, while age negatively influenced both. The study found that librarians who experience unclear responsibilities and physical threats are more likely to have a strong intention to leave both their workplace and occupation. As differential factors, role overload and the location of the workplace in the metropolitan area were found to be significant. Role overload positively influenced only occupational turnover intention, while the metropolitan location negatively influenced only workplace turnover intention. These findings suggest that excessive workload increases doubt about the occupation itself, leading to consideration of occupational turnover and that librarians working outside the metropolitan area exhibit higher workplace turnover intention. Both intrinsic and extrinsic job satisfaction negatively influenced workplace and occupational turnover intention. These results indicate that differentiated strategies tailored to specific types of turnover intention are warranted to effectively manage turnover intention among academic librarians.

The Relationship of Retention Intention to Job Stress of Nurses in Korean Red Cross Blood Center : The Mediating Effect of Positive Psychological Capital (혈액원 간호사의 재직의도와 직무스트레스의 관계연구 : 긍정심리자본의 매개효과)

  • Jisoon Kang;Min Ju Park;Hyunju Lee
    • Journal of the Korean Applied Science and Technology
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    • v.41 no.3
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    • pp.721-732
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    • 2024
  • This study is a descriptive research to determine the mediating effect of Positive Psychological Capital on the relationship between Job Stress and Retention Intention among nurses working at blood centers in the metropolitan area. Data were collected from 167 nurses using a structured questionnaire between May 2021 and April 2022, and analyzed by SPSS ver.25. General characteristics were analyzed through frequency, percentage, mean, and standard deviation. The relationship between Job Stress and Retention Intention was analyzed using independent samples t-test, ANOVA, and Pearson's correlation. Hypotheses were tested using hierarchical multiple regression analysis and PROCESS macro model 4. The results substantiated the hypotheses: Hypothesis 1 proposed that higher Retention Intention and Positive Psychological Capital were associated with lower Job Stress. Hypothesis 2 suggested that Positive Psychological Capital significantly partially mediates the relationship between Retention Intention and Job Stress. To promote Retention Intention among blood center nurses, it is crucial to implement human resource management systems aimed at alleviating Job Stress and enhancing Positive Psychological Capital. Specifically, enhancing Positive Psychological Capital within blood centers is particularly significant. This study contributes empirical evidence necessary for efficient personnel management and competency enhancement programs to reduce Job Stress, thereby enhancing the quality of nursing care among blood center nurses. Furthermore, it is recommended to develop intervention programs for Positive Psychological Capital to enhance Retention Intention and reduce Job Stress among blood center nurses.

Mediating Effect of Self-efficacy in the Relationship Between Emotional Clarity and Subjective Well-being (정서인식명확성과 주관적 안녕감 간의 관계에서 자기효능감의 매개효과)

  • Jung-Myung Choi;Sun-Mee Kim
    • Journal of the Health Care and Life Science
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    • v.9 no.2
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    • pp.383-389
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    • 2021
  • The purpose of this study was to examine the relationship between emotional clarity and subjective well-being in college students, and to test whether self-efficacy had a positive effect on subjective well-being as a mediating effect. The study subjects were students attending a college located in C province, and the final 200 copies recovered were used for analysis. After statistical processing using SPSS 21.0, the collected data were analyzed by hierarchical regression analysis. The results of this study are as follows. When examining the effect of stage 1 emotional clarity on self-efficacy, it was found that emotional clarity was significant on self-efficacy. When examining the effect of stage 2 emotional clarity on subjective well-being, it was found that emotional clarity was significant on subjective well-being. Level 3 emotional clarity and self-efficacy had a significant effect on subjective well-being, and since the influence of emotion clarity decreased compared to level 2, self-efficacy was partially mediated. And when looking at the effect of self-efficacy on subjective well-being, self-efficacy was found to be significant on subjective well-being.