• Title/Summary/Keyword: SPSS statistics(regression analysis)

Search Result 1,223, Processing Time 0.022 seconds

Effects of Appearance Management Behaviors on Career Decision Level in Female College Students (여대생의 외모관리행동이 진로결정수준에 미치는 영향)

  • Kim, Mikyung
    • Journal of Fashion Business
    • /
    • v.20 no.4
    • /
    • pp.36-49
    • /
    • 2016
  • The objective of this study was to examine the effects of appearance management behaviors on career decision level among female college students. Based on previous studies on appearance management behaviors and career decision level, the items for a questionnaire were developed. For the study, we conducted a questionnaire survey among 292 students from women's university in Seoul. Factor analysis, correlation analysis and multiple regression analysis were performed using SPSS statistics 23. Results of this study are as follows. First, the factor structure of appearance management behavior had three factors: 'fashion & hair,' 'skin & plastic surgery,' and 'body shape.' The reliability and validity of the factor structure were proved. Second, a significant correlation was found between sub-factors in appearance management behaviors. Career decision level showed a significant correlation only with body management factor. Third, the appearance management behavior of female college students was found to have a partially significant effect on career decision level. For higher grade students, fashion & hair factor and body shape factor had positive effects on career decision level. For lower grade students, body shape factor had a positive effect on career decision level while skin & plastic surgery factor had a negative effect on career decision level. Therefore, to increase career decision level, managing appearance through keeping fit body shape is crucial. This study also suggests that as one elevates to a higher grade, the importance of management and keeping interest toward fashion is important.

Relationship between Sense of Belonging, Powerlessness and Nutritional status of Elderly People (노인의 소속감, 무력감과 영양 상태와의 관계)

  • Kim, Mi-Hye;Chung, Hae-Kyung
    • Journal of the Korean Society of Food Culture
    • /
    • v.30 no.1
    • /
    • pp.118-128
    • /
    • 2015
  • This study was performed to analyze health problems in older adults in a comprehensive manner, including usual living habits, nutritional status, and society psychological factors. Research was conducted by a structured questionnaire by interviews with a test group of 316 people over the age of 65 from April 2012 to August 2012. Elderly people's dietary intake was assessed using NSI (Nutrition Screening Initiative) by the 24-hour retrospective method, and elderly people's feeling of helplessness and sense of belonging were assessed using the measuring device. Material analysis, descriptive statistics, and regression analysis were performed using SPSS. Elderly people with increased age showed higher chances of being in the high-risk and undernourished group. Elderly with high NSI showed low intake of fat, protein, fibrin, vitamin C, E, $B_1$, $B_2$, Niacin, K, Fe, Zn, and Cu than those with low NSI. Findings from this comparative analysis indicate that elderly with better nutritional status showed a lower feeling of helplessness than those with poor nutritional status. Overall, elderly people consumed a b road variety of foods, and social emotional stability of elderly people increased at optimal dietary levels.

Critical Factors Influencing Consumer Online Purchase Intention for Cosmetics and Personal Care Products in Vietnam

  • NGUYEN, Lan;LE, Hoa Chi;NGUYEN, Thuy Thu
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.8 no.9
    • /
    • pp.131-141
    • /
    • 2021
  • With the rapid development of the Internet, online shopping has grown so fast that almost any good or service can be sold online today. The popularity and rapid growth of e-commerce signal a huge market opportunity for e-retailers. From the organizational perspective, it is necessary to evaluate and explore what drives customers to buy their products or to use their services. This study, therefore, aims to explain the online purchase intention and its determinants of Vietnamese customers for cosmetics and personal care products. Quantitative data was collected from an online survey conducted among university students, then was put into SPSS and AMOS for further analysis. Descriptive statistics, Cronbach's alpha test, exploratory factor analysis (EFA), regression analysis, and SEM were used to examine data from 434 valid answers. The research findings reveal that four factors positively affect purchase intention: Shopping enjoyment has the most significant impact, followed by trust, benefit, and website quality. On the other hand, perceived risk negatively influences purchase intention. While the cosmetics and personal care industry is thriving with a huge number of producers and consumers throughout the world, this study contributes to the existing literature in terms of capturing customers' needs and developing effective strategies to attract more online users.

The Relationship among Estimated Intensity of Physical Activity, Stress Response and Positive Psychological Capital (추정된 신체활동 강도와 스트레스 반응 그리고 긍정심리자본의 관계)

  • Kim, Yong-Kyu
    • Journal of Digital Convergence
    • /
    • v.16 no.11
    • /
    • pp.581-588
    • /
    • 2018
  • The purpose of this study was to investigate the relationship among estimated intensity of physical activity, stress response and positive psychological capital. The participants totalled 356 male and female aged 20's~ 50's. Data was collected from 3 Questionnaires and analyzed by descriptive statistics, confirmatory factor analysis, correlation analysis, multiple regression analysis with SPSS and AMOS program. The following conclusions were drawn; First, physical activity had effected on stress response and positive psychological capital. Second, high level physical activity had effected on stress response and positive psychological capital.

Critical Factors Affecting the Choice of Logistics Service Provider: An Empirical Study in Vietnam

  • TRAN, The Tuan;DO, Quang Hung
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.8 no.4
    • /
    • pp.145-150
    • /
    • 2021
  • The trend of globalization leads an increased need for international freight transportation and accelerates the development of the international logistics industry. The objective of this paper is to identify the critical factors that affect the choice of logistics service provider (LSP). The data sample was collected through a questionnaire, responded by 218 companies that outsource logistics services. The analysis uses descriptive statistics; exploratory factor analysis (EFA) and regression analysis were conducted with SPSS. The role of capabilities, customer service, and company reputation were evaluated and tested. Our findings show that capabilities and customer service have a considerable impact on the choice of LSP. The findings also indicate that company reputation do not have significant impact on the choice of LSP. They also showed that the capabilities is the variable that has the most significant effect on the choice of LSP. An implication of this study is that the competition should not only focus on pricing, but should be extended to improving enterprises capabilities, i.e., upgrading human resources, modernizing the modes of transportation, expanding business geographically and developing new technologies. Our study provides LSP managers with insights into how to meet customer expectations in the competitive logistics service sector.

Critical Factors Influencing Satisfaction of Employees to Their Working Place: An Empirical Study in Vietnam

  • KHANH, Vo Thi Van
    • The Journal of Asian Finance, Economics and Business
    • /
    • v.8 no.7
    • /
    • pp.275-283
    • /
    • 2021
  • Globalization has greatly contributed to an increased need for improvement of human capital, and particularly in the development of the real estate and construction sector. Since the political and economic reforms in 1986, Vietnam has experienced a strong economic performance. The real estate and construction sector is one of the fastest growing industries in Vietnam, accounting for approximately 7.6% of GDP in Vietnam. The aim of this study is to identify critical factors influencing the satisfaction of employees to their working place. The sample data collected was from 265 employees, managers and staff in real estate and construction companies in Vietnam. After revising the missing data, and the errors, 240 valid respondents are selected. In addition, the analysis also employs SPSS software by discussing descriptive statistics, Cronbach's alpha test, exploratory factor analysis (EFA), and regression analysis. Our empirical findings show that a company offering greater wages can positively affect the satisfaction of employees to their working place in the real estate and construction sector. In addition, a firm with a superior working relationship and working environment has a positive and statistically significant impact on the satisfaction of employees to their working place.

Study on unmet dental care needs in postmenopausal women: the 7th Korea National Health and Nutrition Examination Survey (폐경여성의 미충족 치과의료에 관한 연구: 제7기 국민건강영양조사를 바탕으로)

  • Lim, Sun-A
    • Journal of Korean society of Dental Hygiene
    • /
    • v.22 no.4
    • /
    • pp.289-295
    • /
    • 2022
  • Objectives: In this study, raw data from the 7th (2016-2018) of the Korea National Health and Nutrition Examination Survey were used, and a total of 2,430 people were selected as participants to analyze the factors related to unmet dental care needs in postmenopausal women. Methods: Frequency analysis, cross analysis, and logistic regression analysis were performed for general characteristics, oral health characteristics, and unmet dental care needs related factors using IBM SPSS Statistics 21.0 program. Results: The unmet dental care related factors were 1.527 times higher in the case of not having oral examinations than in the case of having oral examinations. For those who did not make use of the dental clinic, 8.667 times, 2.913 times for bad oral health, and 1.912 times for usually showed that unmet dental care was higher. Inconvenience with speaking was 1.578 times higher, and in the absence of implants, unmet dental care needs was 1.510 times higher. In the case of no chewing difficulty, was 0.380 times lower. Conclusions: Based on the above results, in order to achieve the policy goal to reduce unmet dental care needs, policy support and interest are needed above all to accurately identify and solve specific problems.

Influencing Factors on the Performance of Healthcare-associated Infection Control and Microbiological Hand Contamination among Caregivers at a Tertiary Hospital (일개 상급종합병원에 근무하는 간병인의 의료관련감염 관리 수행도 및 손의 미생물 오염도에 영향을 미치는 요인)

  • Lee, Hee Jin;Park, Eun Ju;Bak, Mi Hui;Ju, Hye Young;Seo, Joo We;Jeon, Mi Yang
    • Journal of muscle and joint health
    • /
    • v.26 no.3
    • /
    • pp.241-250
    • /
    • 2019
  • Purpose: This study was conducted to identify influencing factors on the performance of healthcare-associated infection control and microbiological hand contamination among caregivers at a tertiary hospital. Methods: The participants of this study were 59 caregivers woring at a tertiary hospital. Data were collected from July 1 to 30, 2018. Data were analyzed using descriptive statistics, t-test, ANOVA, Scheffé test, Pearson's correlation coefficients and stepwise multiple regression by SPSS 23.0 Win program. Results: Multiple regression analysis revealed that factors influencing performance of healthcare-associated infection control were awareness (β=.63, p<.001) and the experience of infection-related education (β=-3.40, p=.042). Regression equations describing the performance of healthcare-related infection control were found to be appropriate (F=27.29, p<.001) and accounted for 68% of variance. Factors affecting the degree of microbiological hand contamination were work experience (β=-0.28, p=.026) and healthcare-related infection performance (β=-0.28, p=.029). A regression equation describing the microbiological hand contamination was appropriate (F=6.10, p=.004) and accounted for 42% of variance. Conclusion: The findings of this study suggest that it is necessary to increase performance of healthcare-associated infection control by caregivers. Also, educations for preventing healthcare-associated infection and guidelines for increasing compliance with healthcare-associated infection control are recommended to improve performance of healthcare-associated infection control.

An Affinity analysis for Rural Amenity Resources according to the Life-Styles of Urbanites (도시민의 라이프스타일에 따른 농촌어메니티자원 선호도 분석)

  • Seo, Ju-Hwan;Jun, Min-Jung
    • Journal of Korean Society of Rural Planning
    • /
    • v.18 no.4
    • /
    • pp.117-127
    • /
    • 2012
  • The demand of rural tourism industry has increased among the urbanites in South Korea, in due to the increase of leisure activity and the emergence of ageing society. Rural amenity resources are gaining various interests, in the value creation and promotion of tourism. In this study, the propensities of city dwellers were separated by life-style classification, and each affinity to the rural amenity resources was examined in accordance with the separation. A questionnaire survey of urbanites in the southern area of Gyeonggi-do, the most populous province in South Korea, was conducted to analyze the preference of city dwellers about rural amenity resource and life-style of themselves. For statistical verification, $IBM^{(R)}$ $SPSS^{(R)}$ Statistics 20 software was used for frequency, reliability, factor and multiple regression analysis of this research. The results of the statistical analyses found a noticeable characteristic in life-style classification. The affinities of urbanites can be classified into four congregations of life-style factors in this statistical model. Each congregation of the factors was named as 'Self-development-oriented', 'Leisure-oriented', 'Achievement-oriented', and 'Culture-oriented' life-style, to represent the characteristics for convenience' sake. Among these styles, only 'Self-development-oriented' and 'Achievement-oriented' showed the positive correlation with rural amenity resources in the multiple regression analysis. In addition, the rural amenity resources were also analyzed in accordance with the life-styles classification of urbanites. City dwellers showed the highest interest to the 'natural resource management facility resource' in natural resources, the 'traditional heritage resource' in cultural resources, and the 'community resource' in social resources. Meanwhile, they showed less interest to 'agricultural and scenery resources' in natural resources, 'specialty production resource' in cultural resources, and 'cooperative farming' in social resources. These characteristics can be constructed as meaning that the urbanites who concern self-development and achievement of their lives have high interest in rural amenity resources, and the main interest of them is not 'return-to-the-farm'(歸農) but 'return-to-the-home'(歸村).

Secondary Data Analysis on the Factors Influencing Premenstrual Symptoms of Shift Work Nurses: Focused on the Sleep and Occupational Stress (교대근무 간호사의 월경 전 증상 영향 요인 2차자료 분석: 수면, 직무 스트레스를 중심으로)

  • Baek, Jihyun;Choi-Kwon, Smi
    • Journal of Korean Academy of Nursing
    • /
    • v.50 no.4
    • /
    • pp.631-640
    • /
    • 2020
  • Purpose: This study aimed to examine premenstrual symptoms (PMS) of shift nurses and identify the association between PMS, sleep, and occupational stress. Methods: This study was conducted with a secondary data analysis that used data from the Shift Work Nurse's Health and Turnover study. The participants were 258 nurses who were working in shifts including night shifts. PMS, sleep patterns (sleep time and sleep time variability), sleep quality, and the occupational stress of each participant were measured using the Moos Menstrual Distress Questionnaire, a sleep diary, an actigraph, the Insomnia Severity Index, and the Korean Occupational Stress Scale, respectively. Data were analyzed using SPSS 23 and STATA 15.1 to obtain descriptive statistics, Pearson's correlation coefficients, multiple linear regression with generalized estimating equations (GEE) and Baron and Kenny's mediating analysis. Results: The average PMS score, average sleep time, average sleep time variability, average sleep quality score, and average occupational stress score of the participants was 53.95 ± 40.45, 7.52 ± 0.89 hours, 32.84 ± 8.43%, 12.34 ± 5.95, and 49.89 ± 8.98, respectively. A multiple linear regression analysis with GEE indicated that sleep time variability (B = 0.86, p = .001), and sleep quality (B = 2.36, p < .001) had negative effects on nurses' PMS. We also found that sleep quality had a complete mediating effect in the relationship between occupational stress and PMS. Conclusion: These findings indicate that both sleep time variability and sleep quality are important factors associated with PMS among shift work nurses. To improve shift nurses' PMS status, strategies are urgently needed to decrease sleep time variability and increase sleep quality.