• 제목/요약/키워드: Panel linear regression

검색결과 95건 처리시간 0.02초

환자만족이 의료이용에 미치는 영향 - 환자 - 의사 커뮤니케이션 만족을 중심으로 (The Effect of Patient-Physician Communication Satisfaction on Healthcare Utilization)

  • 윤혜정;유명순
    • 한국병원경영학회지
    • /
    • 제24권4호
    • /
    • pp.43-56
    • /
    • 2019
  • Purpose: Importance of patient satisfaction related to patient-centeredness has been emphasized, and it is known to have effect on various health outcomes including health resource utilization. However, the effect of patient satisfaction has been discussed mostly in terms of hospital marketing in Korea. This study aims to examine the effect of patient satisfaction in patient-physician communication on healthcare utilization in a nationally representative adult population of South Korea. Method: Patient satisfaction with physician communication is assessed using 4 items in the 2011 Korea Health Panel Survey. Generalized linear regression analysis is conducted using 9,325 adults' healthcare utilization in 2012. Findings: Adjusting for the socio-demographic, economic factors, individual health status, health behaviors and healthcare utilization in 2011, more satisfied individuals, more likely to utilize the outpatient service, especially in clinical setting. Practical Implications: The study findings suggests that in context of South Korea healthcare system such as insufficient medical consultation time and the absence of health delivery system, patient satisfaction as a subjective healthcare quality indicator would have effect on the individual's outpatient visit. This study contributes to stimulate patient satisfaction research and discussion in South Korea to further explore its relationship with potential and various health related outcomes. Further implications of the study are discussed.

Effect of CAR and NPL on ROA: Empirical Study in Indonesia Banks

  • TANGNGISALU, Jannati;HASANUDDIN, Rusdiah;HALA, Yusriadi;NURLINA, Nurlina;SYAHRUL, Syahruni
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제7권6호
    • /
    • pp.9-18
    • /
    • 2020
  • This study seeks to analyze the effect of Non-Performing Loans and Capital Adequacy Ratio on Return on Assets on ten conventional banks listed on the Indonesia Stock Exchange (BEI-IDX). This study uses secondary panel data for 2015-2019 in the form of CAR and NPL values from ten conventional banks listed on the BEI-IDX during the 2020 observation period. The research approach is quantitative descriptive with data analysis methods, namely, linear regression. The testing phase of this study includes: transform value, F-test, T-test and hypothesis test with significancy level sig < 0.05. The results of this study reveal that Non-Performing Loans had a significant negative effect (t = -2,637) (0.011 <0.0) on Return on Assets, while Capital Adequacy Ratio has no significant effect on ROA (0.760 > 0.05). R2 value is 0.128 or 12.8%. It has a significant effect on variables, calling efforts by banks, governments, and authorities monetary of related institutions to maintain the stability of finance. The reduction of Non-Performing Loan impacts on assets and capital adequacy ratio, besides, the normal NPL will control the stability of finance. If a balance is created either in the form of values or amounts of the variables, the reduction in Non-Performing Loans will be controlled.

청소년의 휴대폰 의존에 미치는 영향: 자존감의 조절효과 검정 (The Effects of Cell-Phone Dependency of Adolescents: Moderated Analysis of Self-Esteem)

  • 심현진;이현실
    • 보건의료산업학회지
    • /
    • 제11권2호
    • /
    • pp.117-127
    • /
    • 2017
  • Objectives : This study aimed to identify factors of adolescents' cell-phone dependency using Agnew's General Strain Theory (GST) and the perspective of adolescents' micro-systems. A second aim was to verify the moderating effect of self-esteem. Methods : In total, 2,046 students who participated in a study on KCTPS mid. 1 panel 3 Wave by the National Youth Policy Institute were examined in this research. Data were analyzed through descriptive statistics, factor analysis, reliability tests, and hierarchical linear regression using SPSS Ver. 22.0. Results : The strain factors had a positive effect on adolescents' depression, and depression had a positive effect on cell-phone dependency. In addition, self-esteem had a negative moderating effect between depression and cell-phone dependency. Conclusions : Factors of cell-phone dependency were identified. The findings of the study indicate that an intervention is required to lower strain and depression and to enhance self-esteem among adolescents.

학교 밖 청소년들의 사회적 낙인감과 우울의 관계에서 자아존중감과 자아탄력성의 매개효과 (Mediating Effects of Self-esteem and Ego-resiliency on the Relationship between Social Stigma and Depression in Out-of-school Adolescents)

  • 박주영;우정희
    • 한국학교보건학회지
    • /
    • 제33권2호
    • /
    • pp.97-105
    • /
    • 2020
  • Purpose: The study was done to identify the mediating effect of self-esteem and ego-resiliency on the relationship between social stigma and depression in out-of-school adolescents. Methods: The participants were 318 out-of-school adolescents, with data taken from the 5th out-of-school youth panel survey (2017). The data were analyzed using hierarchical multiple linear regression with the IBM SPSS statistics 24.0 program. In addition, bootstrapping was used to verify the mediating effects. Results: Stigma was positively correlated with depression and self-esteem and ego-resiliency were negatively correlated with depression respectively. Also, self-esteem and ego-resiliency had a partial mediating effect on the relationship between social stigma and depression. Conclusion: The findings indicate that self-esteem and ego-resiliency are important factors related to depression in out-of-school adolescents. It is also expected that self-esteem and ego-resiliency can further decrease depression in out-of-school adolescents.

Sea-Level Trend at the Korean Coast

  • Cho, Kwangwoo
    • 한국환경과학회지
    • /
    • 제11권11호
    • /
    • pp.1141-1147
    • /
    • 2002
  • Based on the tide gauge data from the Permanent Service for Meau Sea Level (PSMSL) collected at 23 locations in the Korean coast, the long-term sea-level trend was computed using a simple linear regression fit over the recorded length of the monthly mean sea-level data. The computed sea-level trend was also corrected for the vertical land movement due to post glacial rebound(PGR) using the ICE-4G(VM2) model output. It was found that the PGR-corrected sea-level trend near Korea was 2.310 $\pm$ 2.220 mm/yr, which is higher than the global average at 1.0∼2.0mm/yr, as assessed by the Intergovernmental Panel on Climate Change(IPCC). The regional distribution of the long-term sea-level trend near Korea revealed that the South Sea had the largest sea-level rise followed by the West Sea and East Sea, respectively, supporting the results of the previous study by Seo et al. However, due to the relatively short record period and large spatial variability, the sea-level trend from the tide gauge data for the Korean coast could be biased with a steric sea-level rise by the global warming during the 20th century.

OLED용 ITO박막의 공정조건과 품질특성 추론에 근거한 품질관리 (Quality Management of ITO Thin Film for OLED Based on Relationship of Fabrication and Characteristics)

  • 서정민;박근영;이상룡;이춘영
    • 제어로봇시스템학회논문지
    • /
    • 제14권4호
    • /
    • pp.336-341
    • /
    • 2008
  • Recently, research on a flat panel display(FPD) has focused on organic light-emitting display(OLED) which has wide angle of view, high contrast ratio and low power consumption. ITO(Indium-Tin-Oxide) films are the most widely used material as a transparent electrode of OLED and also in many other display devices like LCD or PDP. The performance and efficiency of OLED is related to the surface condition of ITO coated glass substrate. The typical surface defect of glass substrate is measured for electric characteristics and physical condition for transmittance and roughness. Since ITO coated glass substrate can be destroyed for inspection about surface roughness, sheet resistance, film thickness and transmittance, precise fabrication condition should be made based on the estimated relationship. In this paper, ITO films were prepared on the commercial glass substrate by the Ion-Plating method changing the partial pressure of gas(Ar, 02) and the chamber temperature between $200^{\circ}C$ and $300^{\circ}C$. The characteristics of films were examined by the 4-point probe, supersonic thickness measurement, transmittance measurement and AFM. We estimated the relationship between processing parameters(Ar gas, O2 gas, Temperature) and properties of ITO films (Sheet Resistance, Film Thickness, Transmittance, Surface Roughness).

Analysis of Unequal Distribution of Population Income in Indonesia

  • PRAWOTO, Nano;CAHYANI, Richa Dwi
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제7권7호
    • /
    • pp.489-495
    • /
    • 2020
  • Income inequality is a problem that is not only faced by developing countries such as Indonesia, but also developed countries. The difference lies in the proportion of an inequality that occurs and the solution to the level of difficulty experienced. Thus, this study aims to empirically analyze the unequal distribution of population income in Java island, Indonesia, by including the human development index, open unemployment rate, foreign investment, and the degree of fiscal decentralization. The research model used in this study was multiple linear regression to analyze the panel data with a fixed-effect model approach. The results of the study showed that human development index, open unemployment rate, and the degree of fiscal decentralization had a positive and significant effect on income inequality in Java island. Meanwhile, foreign investment had a negative and insignificant effect on income inequality in Java. It is because the value of the investment is more invested in the capital-intensive sector. The government is expected to be more selective in accepting foreign investments that enter the country, especially in Java, and it should be labor-intensive investments. In addition, the government has to equalize locations for foreign investment without reducing good cooperation with these foreign investors.

Corporate Governance and Cost of Equity: Evidence from Tehran Stock Exchange

  • SALEHI, Mahdi;ARIANPOOR, Arash;DALWAI, Tamanna
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제7권7호
    • /
    • pp.149-158
    • /
    • 2020
  • The purpose of this study was to investigate the impact of corporate governance index on the cost of equity in companies listed on the Tehran Stock Exchange. This study collects data from 975 observations during the period 2012 to 2018 to test the hypotheses using multiple linear regression model for the panel data. In this research, the independent variable of corporate governance index comprises of 27 specific corporate governance attributes. The results of hypothesis testing showed that corporate governance has a negative and significant effect on the rate of capital cost. In other words, the quality of corporate governance can lower the rate of capital cost. This result suggests that, by using a powerful corporate governance system and by declining the information asymmetry (increasing transparency) and agency conflict, we would be able to enhance the quality of financial reports. It would strengthen the capital market, attract financial suppliers and investors, and absorb the required financial resources of the firm by a lower rate. The findings of the study suggest that companies are able to reduce the cost of equity by establishing strong corporate governance. This conclusion suggests the importance and effectiveness of corporate governance in the cost of equity.

Determinants of Liquidity of Listed Enterprises: Evidence from Vietnam

  • DANG, Hang Thu
    • The Journal of Asian Finance, Economics and Business
    • /
    • 제7권11호
    • /
    • pp.67-73
    • /
    • 2020
  • The paper examines the influence of internal factors and external factors on liquidity of Vietnamese listed enterprises. The study uses robust regression techniques in the fixed effects linear panel data using data collected from companies listing on the stock market in Vietnam during 2008-2019, with a total of 6,700 observations. Liquidity of Vietnamese listed enterprises is measured by current assets to current liabilities, whereas firm size, capital adequacy, profitability, leverage are used as internal determinants. Further, economic activity, inflation rate, exchange rate, and interest rate are the external factors which are considered. The research results indicate that capital adequacy, return on equity, leverage, economic activity have a positive effect on firm's liquidity, whereas return on assets and exchange rate have a negative effect on firm's liquidity and firm size, inflation rate and lending rate have no correlation with firm's liquidity. Based on the research results, the author suggests that the firms should have optimum current ratio by balancing the current assets and current liabilities in order to avoid a situation of high liquidity or low liquidity. This research seeks to bridge a gap which is present in the body of literature on listed enterprise's liquidity in Vietnam. The findings may be useful for financial managers, investors, and financial management consultants.

상부벽식-하부골조를 가진 복합구조물의 고요주기예측 (Natural Period Estimation for the Buildings of Upper Wall and Lower Frame Type)

  • 박기수;김희철;김종헌
    • 한국지진공학회논문집
    • /
    • 제4권4호
    • /
    • pp.1-13
    • /
    • 2000
  • 상부벽식 하부골조를 가진 복합구조물은 부족한 대지를 효율적으로 활용하기 위하여 건설되고 있다. 이러한 복합건물은 상부벽식-하부골조를 가지는 구조로써 일반적으로 전이보 또는 전이판으로 상하부를 연결하고 있다. 따라서 상하부 구조사이의 강성과 질량에 많은 차이가 발생하게 된다. 구보물의 고유주기는 지진하중과 밑면전단력을 결정하기 위한 중요한 변수이다. 그러나 현재 국내 규준에서 제안하는 고유주기 산정식은 이러한 건물에는 적용할 수 없다. 본 연구에서는 상부벽식-하부골조를 가진 복합구조물의 고유주기의 산정에 영향을 미치는 변수들 중 가장 큰 영향을 미치는 건물의 상하부 층수에 따른 변수만을 고려하여 고유주기산정식을 제안하였다. 하부는 2~5개 층을 가지고, 상부는 10~18개 층을 가지는 15~20층의 건물이면 정형적인 평면을 가지는 복합구조물로 한정하였다. 건물 내부의 채움벽에 대한 효과를 고려한 고유주기 제안식은 다음과 같다. 장변 방향 : $T_{L}$=($0.20H_{h}+0.05H_{i}$)/$sqrt{B}$-0.42 단변 방향 :$T_{S}$=($0.07H_{h}+0.12H_{i}$)/$sqrt{B}$-0.40

  • PDF