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

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Analysis of Financial Performance and Its Factors of Community Pharmacies in Korea: After the Introduction of the Separation of Drug Prescription and Dispensing (SPD) Policy (의약분업이후 약국 경영수지 및 관련 요인 분석)

  • Park, Hye-Kyung;Kwon, Chang-Ik;Eom, Tae-Hoon;Kim, Ye-Soon;Rho, Yeun-Sook;Jeong, Gyu-Hyeok;Lee, Eui-Kyoung
    • YAKHAK HOEJI
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    • v.52 no.6
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    • pp.507-513
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    • 2008
  • The purpose of this study is to analyze the factors affecting financial performance of community pharmacies after the implementation of the new drug policy in Korea: separation of drug prescription and dispensing (SPD). The online survey questionnaires were sent to the active pharmacists of the total 20,633 community pharmacies in Korea and 1,147 pharmacists responded to the survey (the response rate was 5.5%). The questionnaire asked simple financial data in order to compare their financial performances before and after the policy. With the SPSS package (version 12.0), two levels of data analysis were used: 1) descriptive statistics to see the financial status of the pharmacies; and 2) multiple regression analysis to find the factors. {or A multiple regression method was used for the data analysis.} The finding illustrated that the average net benefit of the pharmacies was 4,870 thousand won in August 2006, and the major factors affecting the net benefit were the location of pharmacy (geographical proximity to medical institutions), number of prescriptions, drug management services for patients, chain pharmacy membership. The findings of this study suggest that service improvement for patients, revitalization of non-prescription drug sales, professional management will contribute to promote community based pharmacy business.

Effect of Oral Health Knowledge and Attitude of Caregivers on Oral Health Management of Elderly Inpatients (간병인의 구강보건지식 및 태도가 노인환자의 구강건강관리행위에 미치는 영향)

  • Lim, Hee-Jung;Cho, Han-A
    • The Journal of Korean Society for School & Community Health Education
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    • v.18 no.3
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    • pp.55-68
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    • 2017
  • Objectives: Republic of Korea has entered an aged society, recently. As chronic diseases increase, elderly inpatients has been increasing and they have used caregivers for convenience. Accordingly, this study aims to investigate the oral health knowledge and attitude of caregivers on oral health management of elderly inpatients, which would affect the general health and quality of life. Methods: A survey questionnaire was distributed to the caregiver(n=165), at a neurosurgery or orthopedic hospital inpatient ward in Seoul, Gyeonggi-do from April 1 to 14, 2017. We analyzed the data with descriptive statistics analysis, chi-squared analysis and logistic regression analysis by using SPSS 23.0. Results: The response rate to the questionnaire was 92%. Oral health management provided by caregivers to inpatients in the elderly was prevention of oral diseases(92.8%), tooth brushing (89.5%), use of oral care products(68.4%), denture cleaning(90.8%) and oral cleaning(90.8%). Frequency analysis of oral health management in accordance with the educational needs of caregivers was all confirmed statistically significant(p<0.05). In the logistics regression model, oral health knowledge was significantly associated with low oral cleaning(OR=1.58) and oral health attitude was significantly associated with high denture cleaning(OR=1.29) and oral cleaning(OR=1.28) after adjustment for other covariates including gender, age, certification, education level, ward, working years. Conclusions: It is necessary to expand the scope and improve the quality of education that can change the attitudes and behaviors of the caregivers on the oral health management of the elderly on the basis of the current oral health education.

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Factors influencing unmet dental needs of preschool children: A study based on data of the 2013-2015 Korea National Health and Nutrition Examination Survey (KNHNES) (제6기(2013-2015년) 국민건강영양조사를 활용한 미취학 아동의 미충족 치과의료에 영향을 미치는 요인)

  • Yeo, An-Na;Kang, Yu-Min;Lee, Su-Young
    • Journal of Korean society of Dental Hygiene
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    • v.19 no.1
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    • pp.117-129
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    • 2019
  • Objectives: The purpose of this study was to investigate the influence of demographic characteristics and oral health status on unmet dental needs among preschool children and to provide a basis for improvement of the dental care equality and accessibility using data from the $6^{th}$ National Health and Nutrition Survey. Methods: This study was performed using data collected from the $6^{th}$ National Health and Nutrition Survey. The subjects were 1,472 out of 22,940 people, who participated in the survey and under went oral examination. IBM SPSS Statistics (Version 20.0) was used for statistical analyses based on the complex sampling design. Frequency analysis was performed to determine the distribution of unmet dental needs according to the characteristics of the subjects. The Rao-Scott ${\chi}^2$ test was performed to examine the relationship of unmet dental needs with general characteristics and health- and oral health-related variables. Relevant factors were determined using binary logistic regression analysis. Results: The factors that had statistically significant relations with unmet dental needs included age, medical insurance, household income, limited physical activity, history of dental caries in deciduous teeth, and subjective health status. Logistic regression analysis of complex samples was conducted to determine factors related to unmet dental needs. The results of analysis showed that limited physical activity and history of dental caries in deciduous teeth were related to unmet dental needs. Conclusions: The results show the factors affecting, and the reasons for, the unmet dental needs of preschool children. Future studies are needed to develop national projects and oral health education reforms to address inequalities in preschool children's dental care.

Effect of regional emergency medical access on the death rate of elderly individuals with ischemic heart disease (지역별 응급의료접근성이 노인의 허혈성 심장질환 사망률에 미치는 영향)

  • Ko, Eunjung;Cho, Keun-Ja
    • The Korean Journal of Emergency Medical Services
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    • v.25 no.2
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    • pp.19-38
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    • 2021
  • Purpose: This study aimed to investigate the relationship between emergency medical service accessibility in different regions and the sudden death rate in elderly patients with ischemic heart disease using data analysis techniques and suggest improvements in regional emergency medical services. Methods: The study collected data from the NEDIS database and Statistics Korea. Data on a total of 75,867 patients aged ≥65 years were reviewed among patients with ischemic heart disease who visited emergency medical institutions in 2018. Frequency analysis, chi-square test, multiple logistic regression analysis, and simple logistic regression analysis were performed using SPSS PC Window 25.0. Results: With an emergency medical resource per 100km2, there was a concomitant reduction in the risk of death. There was a decrease in the death rate by 0.967, 0.970, 0.997, and 0.391 times with the increase in the presence of a fire department, an ambulance, a paramedic, and a regional medical center, respectively. Furthermore, a decrement in the death rate was witnessed 0.844, 0.825, and 0.975 times with the initiation of a local emergency medical center, a local emergency medical institution, and an angiography device, respectively(p <.001). Conclusion: To improve the accessibility of emergency medical services, the population and geometric area of the region should be considered essential factors when deploying emergency medical resources.

Factors of Stress and Rehabilitation Motivation among Orthopedic Hospital Inpatients at a Military Hospital (군병원 정형외과 입원환자의 스트레스 및 재활동기 영향 요인)

  • Kim, Ha Na;Kim, Seung Won
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.32 no.2
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    • pp.195-207
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    • 2022
  • Objectives: The purpose of this study was to identify the factors affecting rehabilitation motivation in hospitalized orthopedic patients. Methods: Data were collected from June 1th to July 31th, 2019 and structured questionnaires were used. Study subjects were 97 orthopedic patients who received fixed treatment more than two weeks and started rehabilitation exercise in a military hospital. The data were summarized using descriptive statistics and analyzed by t-test or one way ANOVA, Pearson's correlation analysis and multiple regression analysis were run in SPSS 20.0 program. Results: The results of this study may be summarized as follows. (1) The demographic characteristics that showed differences in rehabilitation motivation were marital status, age and the ranks of the armed forces. The rehabilitation motivation of married, older than 31, officer ranked soldiers turned out to be higher than those of singles, younger than 30, non-officers, respectively. (2) The results of Pearson's correlation analysis showed that independent variables were all correlated significantly each other. (3) The results of stepwise multiple regression analysis showed that the factors influencing rehabilitation motivation were family social support, medical personnel's social support and the level of military life adaption. Conclusions: The rehabilitation motivation of hospitalized soldiers may be improved by receiving supports from family members and medical personnels and by adapting to military life. Military medical workers need to explore nursing strategies that help hospitalized orthopedic patients increase their own rehabilitation motivation.

Analysis of relationship between K-CESA and creativity confluence competency and coaching skill of undergraduate students (대학생 핵심역량(K-CESA)이 창의융합역량에 미치는 영향과 코칭역량의 매개효과)

  • Park, Ji-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.5
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    • pp.206-215
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    • 2020
  • This study analyzes the relationship between K-CESA of undergraduate students, and their coaching skill and creativity confluence competences. Totally, 344 students attending private colleges in G province were evaluated for their competence. The data collected were analyzed by descriptive statistics, Pearson's correlation analysis, multiple regression analysis and Sobel test, using the SPSS/PC 22.0 computer program. Our results indicate that K-CESA, coaching skill, and creative convergence fulfill the assumption of normality. Moreover, significant positive relationships were determined between K-CESA and creativity confluence, as well as between coaching skill and creativity confluence. Furthermore, K-CESA was an important factor that predicts the creativity confluence competency, and coaching skill had mediating effects on the relationship between K-CESA and creativity confluence competency. In conclusion, our results indicate that K-CESA and coaching skills are important factors that will help strengthen creativity confluence competences.

The Effects of Ubiquitous learning Characteristics on learning satisfaction in the digital textbook : Focused on the Moderating Effect of computer self-efficacy and digital textbooks usability (디지털교과서 학습에서 유비쿼터스 학습특성이 학습만족도에 미치는 영향: 컴퓨터 자기효능감과 디지털교과서 활용도의 조절효과를 중심으로)

  • Kim, Kyung-Gie;Kim, Su-Min;Kang, Il-Mo;Baek, Hyeon-Gi
    • Journal of Digital Contents Society
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    • v.10 no.2
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    • pp.269-278
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    • 2009
  • This study was conducted to provide standards for the development of contents and systems for digital textbooks by examining the learners' satisfaction from digital textbooks, which are now being distributed to schools, in terms of ubiquitous learning, and by verifying the moderation effect of learners' computer self efficacy and digital textbook usage. SPSS win 13.0 was used for technical statistics, Cronbach's $\alpha$ coefficient calculation and correlation analysis for empirical analysis, and the MMR (moderated multiple regression) analysis was conducted for the hypothesis test. The following principal results were obtained from the hypothesis tests. First, the ubiquitous learning features had direct effects on the learning satisfaction from the digital textbooks. Second, when the ubiquitous learning features had positive effects on the learning satisfaction from digital textbooks, both the computer self efficacy and digital textbook usage reacted with the ubiquitous learning feature and showed moderation effects. These results were statistically significant.

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Red Light Violations Analysis Using Statistical Methods - in case of Chungbuk 4-Legged Signalized Intersections - (통계적기법을 이용한 신호위반 분석(충청북도 4지 신호교차로를 중심으로))

  • Park, Jeong-Soon;Kim, Yun-Hwan;Jung, Woo-Teak
    • International Journal of Highway Engineering
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    • v.12 no.3
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    • pp.49-57
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    • 2010
  • This case study investigated red light violations at CBD, suburban and rural signalized intersections in chungbuk. The goal of this study is to understanding the collection between red light violations and various driver, vehicles and environmental factors. This study uses descriptive statistics analysis and logistics analysis with SPSS 12.0 software. The major results of this study are as follows. First, red light violations occurred at rural and CBD more than suburban area. Second, About 81.1% of the violators were traveling at or below the posted speed limit. Moreover, 77.3% of the violations occurred within 2 seconds after the on set of red light. Finally, the logistic regression model, which is statistically significant(chisquare=0.000, McFadde=0.265)was developed, and includes the local type(CBD/suburban/rural), violators' gender, season, vehicle type, time of day, vehicle speed as the independent variables. In this study did not find significant relationship between red light violators' age and their driving behavior approaching signalized intersections.

The Effect of Positive Parenting Attitude on Mobile Phone Dependency -A convergent approach to the Mediating Effects of Ego-Resiliency and Gender-Moderating effects- (부모의 긍정적 양육방식이 휴대전화 의존도에 미치는 영향 -자아탄력성의 매개효과와 성별 조절효과의 융합적 접근-)

  • Kweon, Oh-Hyoung;Moon, Jae-Woo
    • Journal of Convergence for Information Technology
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    • v.8 no.4
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    • pp.145-152
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    • 2018
  • The aim of this study is to search for a direction to reduce adolescents' mobile phone dependency. The fourth data for 4th graders who were 1,972 of 7th from the 2013 Korea Children & Youth Panel Survey were used. SPSS 21.0 was used. In addition, the mediating effects of ego-resiliency and gender-moderating effects between positive parenting attitude and mobile phone dependency were analyzed through descriptive statistics, data analysis, correlation analysis and multiple regression analysis. The results found the followings: Positive parenting attitude increased ego-resiliency while lowering mobile phone dependency. Ego-resiliency had a negative influence on mobile phone dependency and mediating effects between the two variables. Gender had a moderating effect between two variables. Based on the above results, this study suggested a direction to cope with the problems which can result from the excessive use of mobile phone for both parents and their children.

The Effect of College Students' Self-determination on their Beliefs about Foreign Language Learning and Learning Outcomes (대학생의 자기결정성이 외국어학습 신념과 학습 성과에 미치는 영향)

  • Park, Kabyong
    • Journal of the Korea Convergence Society
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    • v.12 no.4
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    • pp.135-140
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    • 2021
  • The present research intends to examine how college students' self-determination affects their beliefs in and achievement in foreign language learning in the current pandemic times. The data under discussion was collected from a survey questionnaire conducted to a group of 107 students attending at a four-year university in Cheonan. With the software SPSS Version 21.0, a set of statistical methods were employed: (i) descriptive statistics along with (ii) correlation analysis and (iii) regression analysis. The current analysis identified a positive correlation between their self-determination and both beliefs Foreign Langage Learning and Learning Outcomes, which means that the former exerts a significant impact on the latter. The results are expected to help educators arrange strategic plans that can enhance collegians' self-determination for their better performance of foreign language learning.