• Title/Summary/Keyword: the multiple regression analysis

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Change in Medical Care Utilization over Time in Early Years of Insurance Coverage (의료보험 적용인구의 의료이용도와 가입기간의 관계)

  • Kim, Byoung-Yik;Lee, Young-Jo;Han, Dal-Sun
    • Journal of Preventive Medicine and Public Health
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    • v.23 no.2 s.30
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    • pp.185-193
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    • 1990
  • The purpose of this study is to observe the pattern of change in medical care utilization over time in early years of insurance coverage. The source of data is the benefit records file of a voluntary medical insurance society for covering the four-year period, from 1982 to 1985. The measure of medical care utilization used in this study is the age-sex standardized percentage of the enrollee who have visited a physician over total analytical population during a three-month period. For six cohorts by the year of enrollment ($1979{\sim}1984$), the relationship between the utilization and duration of insurance coverage was examined controlling for the calender year and season. In the analysis, logistic multiple regression and residual analysis were employed. It was observed that medical care utilization rapidly increased during the early stage of insurance coverage, and after then increased at a slower rate over time to become almost stable in about twenty months.

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Development of the Maternal Separation Anxiety Scale (어머니의 격리불안 척도의 개발)

  • Cho, Bok Hee;Park, Sung Ok
    • Korean Journal of Child Studies
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    • v.13 no.1
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    • pp.16-37
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    • 1992
  • The purpose of this study was the development of a scale to assess maternal anxiety after mother-child separation. Subjects consisted of 384 mothers who had children from 6 to .36 months of age. A questionnaire consisting of eighty Likert-type items and Spielberger's(1970) State Anxiety Scale were administered to mothers and data were analyzed using item analysis. factor analysis. multiple regression. Cronbach's ${\alpha}$. Pearson's correlation and F-test. Sixty of the eighty items were significant and deemed acceptible through item discrimination method with indices ranging from. 32 to .95. Factor analytic procedures have selected 54 items of the 60-item scale and supported a 5-factor solution. The subscales labeled 'Maternal Separation Anxiety'. 'Perception of Separation Effects on the Child', 'Desire for Physical Cuddling and Closeness'. 'Attitudes toward the Value or Importance of Exclusive Maternal Care' and 'Employment-related Separation Concerns,' Finally. a multiple regression analysis conducted to reduce the length of the scale yielded a 39-item form for the Maternal Separation Anxiety Scale(MSAS). Internal consistency of the MSAS was high(Cronbach's ${\alpha}$ =.85). The correlation of the MSAS with the Spielberger's State Anxiety measure yielded a coefficient of .36, revealing a moderate and positive relationship.

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An analysis of the effects of Japan's nuclear power plant accident on Korean consumers' response to imported food consumption

  • Gim, Uhn-Soon;Baek, Kyung-Mi
    • Korean Journal of Agricultural Science
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    • v.44 no.4
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    • pp.620-635
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    • 2017
  • This study was intended to identify the main factors responsible for the decline in purchase of imported agricultural and fish products after Japan's nuclear power plant accident in 2011 and to compare the effects on imported agricultural produce and imported fish products. Logit model and multiple regression model analyses were performed using consumers' survey data. Psychological and qualitative factors reflecting consumers' food safety awareness and purchasing preferences, which were extracted by Factor analysis, were included as the models' explanatory variables, along with socio-demographic and economic factors. The Logit estimation showed aged, married, and low-income households had significantly higher probability of reducing their purchases of imported agricultural and fish products. However, the multiple regression results pointed out that the actual rate of decrease of imported agricultural and fish products purchases were more significantly affected by non-socio demographic factors such as past experience of purchasing imported agricultural and fish products, future intention to purchasing Japanese agricultural and fish products, and the ratio of imported to domestic agricultural and fish products before the nuclear accident, as well as consumers' feeling of food insecurity and their purchasing preferences. Moreover, the results showed that Korean consumers have reacted more sensitively to the decline in imported fish products than imported agricultural produce after the nuclear accident based on the marginal effects of various socio-demographic and economic factors.

Influence of Types of Leadership and Organizational Culture on Innovative Behavior of Professional Staff of a General Hospital (리더십유형과 조직문화가 종합병원 구성원의 혁신행동에 미치는 영향)

  • Kim, Hyun Suk;Kang, Kyeong Hwa
    • Journal of Korean Academy of Nursing Administration
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    • v.21 no.4
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    • pp.447-456
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    • 2015
  • Purpose: The purpose of the study was to identify factors affecting the innovative behavior of general hospital professional staff. Methods: In the final analysis, the study focuses on the 442 structured questionnaires received from the professional staff (doctors, nurses, medical technicians, and administrative staff) of H Hospital, a public medical foundation. Data were collected from August 1 to 31, 2014. The SPSS/WIN 19.0 program was used for data analysis which included t-test, ANOVA, $Scheff\acute{e}$ test, Pearson correlation coefficients, and multiple regression analysis. Results: Multiple regression showed that factors affecting innovative behavior of hospital professional staff were conditional reward, innovation-oriented culture, education, and job (Adj $R^2=.317$). Conclusion: The results of this study suggest that it is necessary for the leader to demonstrate leadership with innovation and transaction in harmony to cultivate innovative behavior in hospital staff. Also, positive support and role in the hospital organization are fundamental to developing the strengths that each type of culture possess on the basis of the organizational culture of hospital, enabling hospital staff to exhibit their best voluntary innovative behavior.

A study on the hospital employee's attitude towards CSR (의료기관의 사회적 책임활동에 대한 종사자의 수용태도에 관한 연구)

  • Kim, Jin-Joo;Jin, Ki-Nam;Kim, Sung-Ho
    • Korea Journal of Hospital Management
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    • v.18 no.4
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    • pp.145-165
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    • 2013
  • The researches on corporate social responsibility(CSR) focused mostly on its effects on financial performance or consumer's behavior. However relatively few studies have dealt with employee's attitude towards CSR. The purpose of this study is to analyze determinants of hospital employee's attitude towards CSR. The data were collected from 163 employees at a general hospital in Gyeonggi-do from June 18 to July 18 in 2012. For the statistical analysis of data, t-test, ANOVA, and hierarchical multiple regression analysis were implemented. The result of hierarchical multiple regression analysis shows that first, perceived management support and direct benefits were positively related to the attitude towards the acceptance of CSR while interruption of work was negatively related. Second, as interruption of work was controlled, the statistically significant relationship between clinical department and attitude towards the acceptance of CSR was disappeared. In order to accommodate CSR in hospitals, first, the enterprise-wide support is more effective rather than expecting the action of each employee. Second, hospitals should provide the education about CSR to let employees expect direct benefits such as improving of their moral sense. Third, the burden of work causing interruption needs to be managed to cause employees to accept CSR.

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Consumer consciousness toward well-being and well-being oriented consumer behaviors according to the dietary life -Focused on purchasing, using, and disposal behavior of married women- (웰빙식생활에 대한 소비자인식과 웰빙지향 소비자행동 -기혼여성 소비자의 구매, 사용, 처분행동을 중심으로)

  • Jeon, Hyang-Ran;Jae, Mie-Kyung
    • Korean Journal of Human Ecology
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    • v.16 no.5
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    • pp.957-967
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    • 2007
  • The purposes of this study were to find the sub-factors of consumer consciousness toward well-being and to identify the variables influencing their well-being oriented consumer behaviors in the area of dietary life of married women. 579 married women were surveyed by internet portal site azoomma.com. The collected data were treated with the SPSS Windows 12.0 program and analyzed in terms of frequency, percentage, mean, standard deviation, oneway ANOVA, factor analysis, and multiple regression analysis. The findings were summarized as follow: 1. Consumer consciousness toward well-being has four sub-factors; pro-environmental attitude, personal and family health, means of business, and consciousness regarding others. 2. In the multiple regression analysis, concerns of information, price level, consciousness of personal and family health, health status, educational level explained the purchasing behavior about 25.7%. On the other hand, health status, pro-environmental attitude, consciousness of personal and family health, consciousness regarding others, and concerns of information explanined the using behaviors about 17.0%. Pro-environmental attitude, health status, consciousness of personal and family health, consciousness regarding others, and status of employment were effective variables, and explained the disposal behavior about 19.5%.

Half lives of Gaseous Organochlorine Pesticides in Atmosphere (대기 중에서 가스상 유기염소계 살충제의 반감기)

  • Choi, Min-Kyu;Chun, Man-Young
    • Environmental Analysis Health and Toxicology
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    • v.22 no.2 s.57
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    • pp.177-184
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    • 2007
  • Gaseous organochlorine pesticides (OCPs : heptachlor epoxide, p, p'-DDE, ${\gamma}-HCH,\;{\alpha}-chlordane,\;{\gamma}-chlordane$ and trans-nonachlor) concentration was measured using PUF high volume sampler from June, 2000 to June, 2002 in the semi-rural atmosphere. The OCPs concentration in atmosphere, which is estimated by the slope (m) of Clausius-Clapeyron equation and phase-transition energy $({\Delta}H)$, was influenced by revolatilization from environmental matrix (soil, water and tree leaves) and a long range transportation of air mass. But the former affected OCPs concentration more than the latter. The degradation rate constants (k) of OCPs calculated using multiple regression analysis and revised standard temperature method were in good agreement each other. The value of k of ${\gamma}-HCH$ was very low as -0.0007, but the range of k of other components were $-0.00l8{\sim}-0.0038$. The half-life $({\tau})$ which was calculated by k of ${\gamma}-HCH$ was 2.6 years-the longest one, but that of heptachlor epoxide was in 0.5 year-the shortest one. $({\tau})\;of\;{\alpha}-chlordane,\;{\gamma}-chlordane$ and trans-nonachlor in technical chlordane was 1.0, 1.1 and 0.7 year respectively.

An Empirical Study on the Logistics Barriers of Three Countries in Northeast Asia

  • Yoo, Chang-Kwon
    • Journal of Distribution Science
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    • v.14 no.3
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    • pp.23-30
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    • 2016
  • Purpose - This research focuses on the analysis of logistics barriers in Korea, China and Japan facing the barriers of overseas-expanded manufacturers with other countries. With the tree countries are emerging as the biggest trade partners in Northeast Asia, their logistics barriers are applied with similar verification methods of preceding researches such as Carter(1997). Research design, data and methodology - Collecting the statistics data from the three countries' overseas-expanded manufacturers, t-verification was performed in order to analyze average value and verify any significance. Additionally, multiple regression analysis was used to analyze any influence on the relationship in Korean logistics barrier and Chinese and Japanese expansion to Korean market. Results - Statistics suggested that three countries' logistics barriers are significantly differentiated by each verification categories, and Korean barrier negatively affected Chinese and Japanese manufacturers coming into Korean market. Conclusions - As a result of multiple regression analysis of the influencing relationship between Korea's logistics barrier and Chinese and Japanese companies coming into Korean market, all of the Korean barriers are affecting the companies as an obstructive factor, and it is proved to be statistically meaningful. Therefore, in order to reduce Chinese and Japanese companies' cost burden, it is necessary that not only reasonable charge system and taxation support but also comprehensive measure establishment reduce Korea's logistics barriers. However, since this research has a limitation in samples and shows a period of 5 years in the three nations' trade barriers, continuous and complementary researches are necessary in order to develop certain objectivity.

Factors influencing the appropriateness of hospital stays (재원 적절성에 영향을 미치는 요인)

  • Hwang, Jee In
    • Health Policy and Management
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    • v.15 no.3
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    • pp.94-113
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    • 2005
  • The purpose of this study was to determine the level of appropriateness in hospital stays and factors influencing inappropriate hospital stays. The study was conducted at fifteen general care units in a tertiary university hospital. Appropriateness of hospital stay was assessed using Appropriateness Evaluation Protocol by trained head nurses. The total of 447 patient records were reviewed. Among them, 352 patient data were included in the final data set. A unit of observation was patient day. A rate of appropriate hospital stay was calculated per patient as a unit of analysis. Multiple regression analysis was performed to determine the factors affecting inappropriate hospital stay. The eighty-three percent (2030/2651) of hospital stays were evaluated as appropriate. There were significant differences in appropriateness of hospital stay according to patient's age, type of health insurance, medical specialty, and length of stay(p<0.05). In the multiple regression analysis, medical speciality was the most significant factor to predict the inappropriate hospital stay. The study showed a substantial proportion of hospital stay was found to inappropriate. Level of appropriateness was significantly different from medical specialty. Interdepartmental approach should be required to coordinate and improve appropriate resource utilization.

A Study on Work-Related Musculoskeletal Disorders Related to Sonographer's (진단 초음파 검사자의 작업 관련 근골격계질환 연구)

  • An, Hyun
    • Journal of radiological science and technology
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    • v.45 no.4
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    • pp.355-363
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    • 2022
  • This study was to investigate the prevalence rate of musculoskeletal disorders in relation to general characteristic factors, living environment factors, and work environment factors for sonographer's. For the response questions, the guidelines for musculoskeletal burden work were used. For statistical analysis, SPSS 26.0 version was used. For the common body parts of the sonographer's who responded, the prevalence was investigated by dividing the group into a group with high pain or discomfort and a group with low pain or discomfort according to the degree to which they experienced symptoms during the past 12 months. Multiple logistic regression analysis was used to determine the variance inflation factor(VIF), odds ratio (OR) and corresponding 95% confidence interval (CI). A p-value of <0.05 was considered statistically significant. As a result, housework hours, examination history, regular physical activity, number of patient examinations per day, and sitting posture were investigated as variables for rate musculoskeletal disorders. The sonographer's occupational group was found to have a high prevalence rate of musculoskeletal disorders like various other occupational groups. Based on the results of this study, it is judged that musculoskeletal disorders can be reduced by recognizing musculoskeletal disorders and improving work environment factors.