• Title/Summary/Keyword: hierarchical regression analysis

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The relationship between innovation and corporate performance: which of administrative or technical innovation is more useful for performance (중소기업의 혁신활동이 기업 성과에 미치는 효과: 관리혁신과 기술혁신의 공헌도 비교)

  • Ahn, Kwan-Young
    • Journal of the Korea Safety Management & Science
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    • v.15 no.2
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    • pp.263-271
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    • 2013
  • This paper reviewed the relationship between innovation(organization innovation, personnel innovation, product innovation, process innovation) and firm performance in small business. Based on the responses from 218 firms, the results of multiple regression analysis showed that personnel innovation, product innovation, and process innovation effect positively on all firm performance(sales, profit, market share, customer satisfaction), and organization innovation effects positively only on market share and customer satisfaction. The results of hierarchical regression analysis showed that technical innovation(product innovation, process innovation) effects more positively on sales, profit and customer satisfaction than administrative innovation(organization innovation, personnel innovation).

The Effect of Antecedents on Maternal Parenting Behaviors (유아기 자녀를 둔 어머니의 양육행동에 영향을 미치는 요인)

  • 김미성;전귀연
    • Journal of the Korean Home Economics Association
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    • v.41 no.12
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    • pp.207-228
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    • 2003
  • The purpose of this study is to investigate what antecedents and how much these antecedents have an effect on mother's parenting behaviors. The subjects of this study are 251 mothers who have child 3 to 6 year old in Daegu and Kyugbook province. The data are analysed through frequency, percentile, mean, standard deviation, Cronbach's α, Pearson's correlation coefficient, multiple regression analysis, and hierarchical regression analysis. The major findings of this study are as follows:First, child's sex, temperament, and behavior problem, mother's parenting self-efficacy, and marital satisfaction and satisfaction of social support affect maternal affectionate parenting behavior. Second, child's temperament, mother's personality and parenting self-efficacy, and satisfaction of social support affect maternal control parenting behavior Third, mother's variables, especially parenting self-efficacy, have great effect on maternal affectionate parenting behavior than any other variables have. Forth, mother's variables, especially personality and efficacy of parenting, have great effect on maternal control parenting behavior than any other variables have.

A Study on Improving Preventive Behavior against Fine Dust: Focusing on Attribution Style and Risk Perception (미세먼지 피해 예방 행동 증진에 대한 연구: 귀인과 위험 지각을 중심으로)

  • Kwangsu, Moon;Sangmi, Oh
    • Journal of the Korean Society of Safety
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    • v.37 no.6
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    • pp.108-117
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    • 2022
  • This study was conducted to examine the influence of different styles of attribution to fine dust on preventive behaviors. In addition, the mediating effect of risk perception on the relationship between attribution styles and preventive behaviors was examined. Survey data was collected from 930 Korean people from a variety of ages and regions, and a hierarchical multiple regression analysis was used to test the hypothesis. The results indicated that both external and internal attribution to fine dust had a significant positive effect on preventive behavior. The multiple regression analysis revealed that both knowledge and dread had a significantly positive effect on preventive behaviors. In addition, risk perception (knowledge and dread) partially mediated the relationship between the external attribution to fine dust and preventive behavior. However, internal attribution showed only a direct effect on protection behaviors. The significance and limitations of the study were also discussed.

The Effect of Physical Fitness and Exercise Participation on Healthy aging of the Elderly (체력과 운동참여가 노인들의 건강한 노후에 미치는 영향)

  • Ko, Dae Sun;Won, Young Shin
    • 한국노년학
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    • v.29 no.3
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    • pp.899-915
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    • 2009
  • The purpose of this study was examined effect of physical fitness and exercise participation on healthy aging of the elderly. The subjecrts were a total 319 people that they were participate in the regular exercise, and go to welfare center in Seoul. Data were collected during the period from November 1 to November 30, 2006. The collected data were analyzed frequency, descriptive statistics, correlation and hierarchical regression analysis using the SPSS-Win 12.0 program. The results of hierarchical regression analysis were appeared as follows. According to the results of hierarchical regression analysis, significant factors influencing healthy aging were monthly income, monthly pocket money, self-perceived health status, leg muscle strength, exercise behavior and period of exercise. 2. According to the results, significant factors influencing physiological health were age, marital status, self-perceived health status, exercise behavior and period of exercise. 3. According to the results, significant factors influencing cognitive-mental health were monthly income, monthly pocket money, self-perceived health status, leg muscle strength, exercise behavior and period of exercise. 4. According to the results, significant factors influencing social-support health were monthly income, age, education, self-perceived health status, leg muscle strength, exercise behavior and period of exercise. In conclusion, First, this questionnaire demonstrates good reliability and validity and therefore it is an appropriate measurement of healthy aging for the elderly in Korea. Second, it is important that exercise behavior is main factor to healthy aging life on the elderly. Third, There is important mean values of the items for healthy aging.

Influencing Factors in High vs. Low Share Brand Choice

  • Kang, Yong-Soon;Moon, Sang-Kil;Suh, Jae-Beom
    • Management Science and Financial Engineering
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    • v.13 no.1
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    • pp.73-91
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    • 2007
  • We investigate factors that influence the choice of high-share brands(HSBs) vs. low-share brands(LSBs) among various product and consumer characteristics related to brand-share perceptions. Specifically, using 8 product categories varying in terms of purchase decision involvement, we show how the influencing factors vary across the categories. At the general level that cover all the 8 categories, our hierarchical Bayesian regressions analysis shows that factors that favor high-share brands are purchase decision involvement, search goods, experience goods, price-quality relationship, positive network externalities, and price-prestige beliefs. Conversely, consumers who value variety seeking and need for uniqueness favor low-share brands. The effects of these factors, however, vary across product categories. The identification of these characteristics can help brand managers establish a more effective brand-share strategy in such areas as setting an optimal market share goal, extending a brand, and developing ad copy. Furthermore, our consumer segmentation analysis demonstrates the general market has two distinct segments - (1) a segment composed of HSB buyers(86%) and (2) a segment composed of LSB buyers(14%). The two segments are also shown to have different significant factors that explain their brand choice. Our segmentation analysis can help marketers establish a marketing strategy that targets a specific segment of interest.

A Study on the Satisfaction of the Store Attribute, Intention of Revisit and Recommendation on the Clothing Consumer (의류 소비자의 점포 속성 만족도, 재방문 및 추천 의사에 관한 연구)

  • Yang, Lee-Na
    • The Research Journal of the Costume Culture
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    • v.17 no.3
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    • pp.367-382
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    • 2009
  • The aim of the current study was to investigate the impact of store attribute satisfaction on intentions of revisit and recommendation among clothing consumers. The data were collected from 319 consumers through survey and frequency analysis, reliability analysis, factor analysis, and multiple regression analysis were used to obtain results. The findings were as follows: 1. From factor analysis, seven factors were distracted: Fact 1(brand and price), Fact 2(store's facility and environment), Fact 3(product), Fact 4(transportation convenience and access), Fact 5(selling and advertisement), Fact 6(store's atmosphere), and Fact 7(salesman's service). 2. Four factors had statistically significant influence on overall satisfaction of clothing consumers. The most influential factor was Fact 2(store's facility and environment) and Fact 5(selling and advertisement), Fact 1(brand and price), and Fact 4(transportation convenience and access) showed their effects on overall satisfaction in an hierarchical rank-order following Fact 2. 3. Four factors such as Fact 2(store's facility and environment), Fact 1(brand and price), Fact 4(transportation convenience and access) and Fact 5(selling and advertisement) in an hierarchical rank-order from Fact 1 had statistically significant impact on intentions of revisit. 4. Six factors such as Fact 1(brand and price), Fact 2(store's facility and environment), Fact 3(product), Fact 5(selling and advertisement), Fact 6(store's atmosphere), and Fact 7(salesman's service) in an hierarchical rank-order from Fact 1 had statistically significant influence on the intention of recommendation. 5. The results further showed that among seven factors, Fact 1(brand and price), 'Fact 2(store's facility and environment), and Fact 5(selling and advertisement) had impact on both the intention of revisit and the intention of recommendation.

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Influence of lifestyle, depression, and marital intimacy on quality of life in breast cancer survivors (유방암 생존자의 생활습관, 우울, 부부친밀도가 삶의 질에 미치는 영향)

  • Seo, Su-Jin;Nho, Ju-Hee;Lee, Myoungha;Park, Youngsam
    • Women's Health Nursing
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    • v.26 no.1
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    • pp.28-36
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    • 2020
  • Purpose: This study investigated lifestyle, depression, marital intimacy, and quality of life (QoL) in breast cancer survivors, with the goal of identifying the impacts of these factors on QoL. Methods: A sample of 146 breast cancer survivors was surveyed in this cross-sectional study. Data were collected from March 20 to May 30, 2019, using self-report structured questionnaires at a hospital located in Jeonju, Korea. Data were analyzed using the independent t-test, analysis of variance, Pearson correlation coefficients, and hierarchical regression analysis. Participants agreed to complete a face-to-face interview, including administration of the Health Promoting Lifestyle Profile II, Depression Anxiety Stress Scale 21-Depression Scale, Marital Intimacy Scale, and Functional Assessment Cancer Therapy-Breast Cancer tool. Results: QoL was positively correlated with lifestyle (r=.49, p<.001) and marital intimacy (r=.45, p<.001) and negatively correlated with depression (r=-.72, p<.001). Hierarchical multiple regression analysis showed that depression (β=-0.63, p<.001), marital intimacy (β=0.19, p=.001), and lifestyle (β=0.13, p=.031) had significant effects on the QoL of breast cancer survivors, accounting for 63.3% of variance in related QoL. Conclusion: This study provides insights into how breast cancer survivors' QoL was influenced by depression, marital intimacy, and lifestyle. To improve the QoL of breast cancer survivors, healthcare providers should consider developing strategies to decrease depression, to increase marital intimacy, and to improve lifestyle.

The Influence of Ego State and Interpersonal Skill among Nursing Students (간호대학생의 자아상태가 대인관계 기술에 미치는 영향)

  • Sim, Hee-Sook;Ahn, Sung-Yun
    • Journal of Digital Convergence
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    • v.13 no.12
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    • pp.269-275
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    • 2015
  • The objective of this study was to examine the effects of ego state on the interpersonal skills of nursing students. The targets of this study were the nursing students in D city. The questionnaires were administered to one hundred forty-four nursing students between March 15 and March 30 in 2015. For ego state, the study used Egogram checklist, developed by Bernes and standardized by Korea Transactional Analysis Association, and for interpersonal skills, it used Relationship Change Scale, developed by Schlein and Guerney and revised to suit the conditions in Korea. The collected data were analyzed using t-test, Pearson's correlation, and hierarchical regression. The study results showed that the variables that had significant explanatory power (33.8%) for interpersonal skills were the nurturing parent ego, adapted child ego, and free child ego. The study suggests convergent implications on a transactional analysis programs for nursing students to improve interpersonal skills as the findings showed that the ego state of nursing students affected the interpersonal skills.

A study on correlation between media engagement and brand attachment, brand loyalty in an digital environment: Hierarchical Mediated regression analysis of Brand Relations Affect (디지털환경에서 매체몰입이 브랜드 애착과 브랜드충성도에 미치는 영향: 브랜드 관계감정의 계층적 매개효과 분석)

  • Choo, Mi-ae
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.12
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    • pp.3003-3010
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    • 2015
  • In this study, consumer to use digital media is investigated on media engagement, Brand Attachment, Brand Relations Affect and Brand Loyalty of relation. also analyzing the mediating effect of brand relations affect and brand influence in the relationship between media engagement and brand attachment step has its purpose. Data analysis result showed that media engagement is significant effect on Brand Relations Affect and Brand Attachment, Brand relations Affect and Brand Attachment is significantly effected on the brand loyalty. And mediating Effect of brand Relation Affect was investigated by adjusting role between media engagement and brand attachment. Media engagement and brand relations, the influence of the brand attachment, brand relations affect has a greater effect.

A Study on the Relationship between Performance Personnel System and Organizational Culture - Focused on domestic ICT enterprises - (성과주의 인사제도와 조직문화와의 관계에 관한 연구 - 국내 ICT 강소기업을 중심으로 -)

  • Noh, Yeon-sook;Lee, Sun-kyu
    • Journal of Digital Convergence
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    • v.16 no.3
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    • pp.211-224
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    • 2018
  • The purpose of this study is to examine the factors of performance - based HR system that Korean ICT firms use and to analyze the effect of performance - based HR system on organizational culture. To do this, we conducted literature surveys and set up research models and hypotheses that performance - based personnel systems will affect organizational culture. We also added the moderating effect of LMX on the relationship between these variables. For the empirical analysis, a questionnaire survey was conducted for ICT companies member in Daegu and Kyungbuk area. Multiple regression analysis and hierarchical regression analysis were conducted to test hypotheses. As a result, performance - based personnel system has a significant effect on organizational culture. In particular, we found that LMX has a moderating effect on hierarchical culture and collective culture. These results will contribute to enhance competitiveness and to create new core competencies of ICT firms.