scholarly journals Access to sanitary toilets and health outcomes: A panel data analysis using two-way fixed effects model

2021 ◽  
Vol 18 (6) ◽  
pp. 8815-8830
Author(s):  
Wanli Zhou ◽  
◽  
Yingwen Gu ◽  
Xiulin Wang
Keyword(s):  
Infectious Diseases ◽  
Health Outcomes ◽  
Child Mortality ◽  
Fixed Effects ◽  
Hepatitis A ◽  
Rural China ◽  
Panel Data Analysis ◽  
Supporting Evidence ◽  
Fixed Effects Model ◽  
The Impact

<abstract> <p>Based on the data regarding the renovation of the toilets of 30 provinces (municipalities) in rural China from 2005 to 2017, this study utilized a two-way fixed effect model to empirically test the impact of access to sanitary toilets on health, which include intestinal infectious diseases (consisting of hepatitis A, dysentery, and typhoid) and child mortality (consisting of perinatal mortality, infant mortality, and the mortality rate of children under 5). This study attempted to assess the health outcomes of the "toilet revolution" in rural China. The results showed that: (1) Access to sanitary toilets effectively reduced the incidence of hepatitis A and dysentery. For every 1% increase in the rate of access to sanitary toilets, the incidence of hepatitis A was reduced by 5.6%, and the incidence of dysentery was reduced by 36.5%. (2) Access to sanitary toilets does not significantly reduce child mortality. (3) There are obviously regional differences in the impact of access to sanitary toilets on the health outcomes. The renovation of sanitary toilets has shown the most significant effect on reducing the incidence of intestinal infectious diseases in the central region as well as the effect on reducing child mortality in the western region. It is implied that the health outcomes of China's "toilet revolution" may provide supporting evidence and experience for other developing countries and regions in implementing toilet renovation projects.</p> </abstract>

scholarly journals IMPACT OF HUMAN CAPITAL DEVELOPMENT ON PRODUCTIVITY GROWTH IN EU MEMBER STATES

2018 ◽  
Vol 16 (0) ◽  
pp. 1-12 ◽  
Author(s):  
Alma Mačiulytė-Šniukienė ◽  
Kristina Matuzevičiūtė
Keyword(s):  
Human Capital ◽  
Fixed Effects ◽  
Panel Data Analysis ◽  
Labour Productivity ◽  
Ordinary Least Squares ◽  
Fixed Effects Model ◽  
Education Expenditure ◽  
Member States ◽  
Eu Member States ◽  
The Impact

In this research, we investigate the impact of human capital on labour productivity in European Union member states using panel data analysis. Results of the paper are estimated using the Pooled ordinary least squares (OLS) and Fixed effects model (FEM). The results show that human capital is positively significant in improving the growth of labour productivity in the EU. Our estimates also suggest that the impact occurs after three times lags in case of education expenditure.

scholarly journals The Consequences of Corruption on Economic Growth in Mediterranean Countries: Evidence from Panel Data Analysis

2018 ◽  
Author(s):  
Hicham Boussalham
Keyword(s):  
Economic Growth ◽  
Fixed Effects ◽  
Negative Impact ◽  
Panel Data Analysis ◽  
Suitable Model ◽  
Fixed Effects Model ◽  
Mediterranean Countries ◽  
Individual Effects ◽  
The Individual ◽  
The Impact

This study attempts to assess the impact of corruption on economic growth in the Mediterranean countries, during the period from 1998 to 2007. Econometric analysis using panel regression has been adopted to test this effect. Individual effects models such as random effects model and fixed effects model were applied to the study sample of 160 observations, and to choose the suitable model, we implemented several tests. For our analysis, we used a basic model that includes the dependent variable GDP per capita as a factor of economic growth and the corruption perception index as the independent variable concerned. Then we completed the model with several standardized macroeconomic control variables mentioned above and applied the individual effects models. The outcomes illustrate that corruption has a negative impact on the selected Mediterranean countries&rsquo; economic growth.

scholarly journals Firm Performance and Market Behavior during First Wave of COVID-19 in Egypt: Panel Data Analysis

2021 ◽  
Vol 13 (2) ◽  
pp. 1
Author(s):  
May Elewa
Keyword(s):  
Data Analysis ◽  
Panel Data ◽  
Stock Price ◽  
Fixed Effects ◽  
Business Processes ◽  
Panel Data Analysis ◽  
Trade Volume ◽  
Fixed Effects Model ◽  
Net Profit ◽  
The Impact

The purpose of this paper is to identify the impact of market capital MC and net profit NP on stock price SP and trade volume (TV) in the developing Egyptian business context. This study collects data from 29 non-financial organizations registered on the EGX 30 during the 6 month, 1/1/2020 to 30/6/2020, lockdown in Egypt due to the first wave of COVID-19. Data for the monthly confirmed cases and death cases of COVID-19 are collected for the 6 months of the study and compared to the monthly records of closing prices and trade volume in Egyptian poundsEGP. The study population represents 174 firm year observations. The firms studied operate in cash, have annual financial reports during the period 1/1 to 31/12, obtain complete financial data, and have not been eliminated all throughout the study. In this work the pooled model, the fixed effects model, and the random effects model are used.SPSSis applied to achieve the required statistical analysis. The study is a panel data analysis. Outcomes demonstrate existing substantial effects between market capital MC and stock price SP during the first wave of COVID-19. However, no significant effect is evident of the market capital MC and net profit NP with the trade volume TV during the first wave of this pandemic. This literature is advantageous for external and internal stakeholders and regulatory bodies. The study is a modest contribution that may help boost the business processes to reach better financial performance in times of unexpected catastrophes.

scholarly journals The impact of social insurance on health among middle-aged and older adults in rural China: a longitudinal study using a three-wave nationwide survey

2020 ◽  
Vol 20 (1) ◽  
Author(s):  
Xinxin Ma ◽  
Takashi Oshio
Keyword(s):  
Older Adults ◽  
Longitudinal Study ◽  
Health Outcomes ◽  
Fixed Effects ◽  
Social Insurance ◽  
Positive Impact ◽  
Rural China ◽  
Middle Aged ◽  
Cross Sectional ◽  
The Impact

Abstract Background Many studies have examined the impact of social insurance on health, but the results have generally been mixed, presumably because they have not fully addressed potential biases related to the study’s cross-sectional design. In this study, we conducted a longitudinal analysis to investigate how participation in two social insurance programs in China—the New Rural Social Pension Insurance (NRSPI) and the New Rural Cooperative Medical Scheme (NRCMS)—was associated with health outcomes among middle-aged and older adults in rural China. Methods Using three-wave longitudinal data from the China Health and Retirement Longitudinal Study conducted in 2011, 2013, and 2015, we estimated the dynamic fixed-effects regression models to examine the association between participation in the NRCMS/NRSPI and six types of health outcomes. Results Participation in the NRSPI was positively associated with some health outcomes, but the associations were relatively modest and were observed only for some specific age and household income groups. Participation in NRCMS was not associated with any health outcomes. Conclusions The results provide limited evidence of the positive impact of social insurance on health among middle-aged and older adults in rural China. Thus, social insurance programs should be reformed to enhance their positive impact on health.

scholarly journals The Consequences of Corruption on Economic Growth in Mediterranean Countries: Evidence from Panel Data Analysis

2018 ◽  
Author(s):  
Hicham Boussalham
Keyword(s):  
Economic Growth ◽  
Fixed Effects ◽  
Negative Impact ◽  
Panel Data Analysis ◽  
Suitable Model ◽  
Fixed Effects Model ◽  
Mediterranean Countries ◽  
Individual Effects ◽  
The Individual ◽  
The Impact

This study attempts to assess the impact of corruption on economic growth in the Mediterranean countries, during the period from 1998 to 2007. Econometric analysis using panel regression has been adopted to test this effect. Individual effects models such as random effects model and fixed effects model were applied to the study sample of 160 observations, and to choose the suitable model, we implemented several tests. For our analysis, we used a basic model that includes the dependent variable GDP per capita as a factor of economic growth and the corruption perception index as the independent variable concerned. Then we completed the model with several standardized macroeconomic control variables mentioned above and applied the individual effects models. The outcomes illustrate that corruption has a negative impact on the selected Mediterranean countries&rsquo; economic growth.

scholarly journals The Impact of Public Health Expenditure on Health Outcomes in South Africa

2019 ◽  
Vol 16 (16) ◽  
pp. 2993
Author(s):  
Besuthu Hlafa ◽  
Kin Sibanda ◽  
Dumisani MacDonald Hompashe
Keyword(s):  
Public Health ◽  
South Africa ◽  
Economic Development ◽  
Health Outcomes ◽  
Health Expenditure ◽  
Fixed Effects ◽  
Seemingly Unrelated Regression ◽  
Fixed Effects Model ◽  
Public Health Expenditure ◽  
The Impact

Health holds an important position in maintaining economic development since it is both a prerequisite for and an outcome of economic development. This means that health contributes greatly to the attainment of sustainable development and health outcomes. The importance of health is demonstrated in the Millennium Development Goals (MDGs) where three of the eight goals are aimed at improving health outcomes. Despite progress made by other middle-income countries in achieving health-related MDGs, South Africa is still worse off in respect of health outcomes and experiences a challenge in attaining positive outcomes for these goals. This study’s main focus was to identify the association between public health expenditure and health outcomes in South Africa’s nine provinces from 2002 to 2016. The study implemented fixed effects and a random effects panel data estimation technique to control for time effects and individual provincial heterogeneity. This was followed by employing the Hausman specification test to identify the fixed effects model as the appropriate estimator for the study. The study also employed the seemingly unrelated regression (SUR) model and the least squares dummy variable (LSDV) model to examine the impact of public health expenditure on each province separately. The findings elucidated that the relationship between public health expenditure and health outcomes in South Africa varied across provinces depending on provincial management and infrastructure availability.

The Consequences of Corruption on Economic Growth in Mediterranean Countries: Evidence from Panel Data Analysis

2018 ◽  
Author(s):  
Hicham Boussalham
Keyword(s):  
Economic Growth ◽  
Fixed Effects ◽  
Negative Impact ◽  
Panel Data Analysis ◽  
Suitable Model ◽  
Fixed Effects Model ◽  
Mediterranean Countries ◽  
Individual Effects ◽  
The Individual ◽  
The Impact

This study attempts to assess the impact of corruption on economic growth in the Mediterranean countries, during the period from 1998 to 2007. Econometric analysis using panel regression has been adopted to test this effect. Individual effects models such as random effects model and fixed effects model were applied to the study sample of 160 observations, and to choose the suitable model, we implemented several tests. For our analysis, we used a basic model that includes the dependent variable GDP per capita as a factor of economic growth and the corruption perception index as the independent variable concerned. Then we completed the model with several standardized macroeconomic control variables mentioned above and applied the individual effects models. The outcomes illustrate that corruption has a negative impact on the selected Mediterranean countries&rsquo; economic growth.

scholarly journals The Impact of Social Insurance On Health Among Middle-Aged and Older Adults In Rural China: A Longitudinal Study Using A Three-Wave Nationwide Survey

2020 ◽  
Author(s):  
Xinxin Ma ◽  
Takashi Oshio
Keyword(s):  
Older Adults ◽  
Health Outcome ◽  
Longitudinal Study ◽  
Health Outcomes ◽  
Fixed Effects ◽  
Social Insurance ◽  
Positive Impact ◽  
Rural China ◽  
Middle Aged ◽  
The Impact

Abstract Background: Many studies have examined the impact of social insurance on health but the results have generally been mixed, presumably because they have not fully addressed potential biases related to cross-sectional study design. In this study, we conducted a longitudinal analysis to investigate how participation in two social insurance programs in China—the New Rural Social Pension Insurance (NRSPI) and the New Rural Cooperative Medical Scheme (NRCMS)—was associated with health outcomes among middle-aged and older adults in rural China.Methods. Using three-wave longitudinal data from the China Health and Retirement Longitudinal Study conducted in 2011, 2013, and 2015, we estimated the dynamic fixed-effects regression models to examine the association between participation in the NRCMS/NRSPI and six types of health outcome.Results. Participation in the NRSPI was positively associated with some health outcomes, but the associations were relatively modest and were observed only for some specific age and household income groups. Participation in the NRCMS was not associated with any health outcome.Conclusions. The results provide limited evidence of the positive impact of social insurance on health among middle-aged and older adults in rural China. Social insurance programs should be reformed to enhance their positive impact on health.

Dampak Kebijakan Moneter Pada Output Di Negara-Negara ASEAN Tahun 1980-2014

2017 ◽  
Vol 4 (1) ◽  
pp. 58-70
Author(s):  
Nur Widiastuti
Keyword(s):  
Monetary Policy ◽  
Interest Rate ◽  
Fixed Effects ◽  
Empirical Studies ◽  
Negative Relationship ◽  
Least Square ◽  
Fixed Effects Model ◽  
State Data ◽  
Ordinary Least Square ◽  
The Impact

The Impact of monetary Policy on Ouput is an ambiguous. The results of previous empirical studies indicate that the impact can be a positive or negative relationship. The purpose of this study is to investigate the impact of monetary policy on Output more detail. The variables to estimatate monetery poicy are used state and board interest rate andrate. This research is conducted by Ordinary Least Square or Instrumental Variabel, method for 5 countries ASEAN. The state data are estimated for the period of 1980 – 2014. Based on the results, it can be concluded that the impact of monetary policy on Output shown are varied.Keyword: Monetary Policy, Output, Panel Data, Fixed Effects Model

scholarly journals Cultural and Creative Cities and Regional Economic Efficiency: Context Conditions as Catalyzers of Cultural Vibrancy and Creative Economy

2021 ◽  
Vol 13 (13) ◽  
pp. 7150
Author(s):  
Silvia Cerisola ◽  
Elisa Panzera
Keyword(s):  
Fixed Effects ◽  
Local Context ◽  
Creative Economy ◽  
Fixed Effects Model ◽  
Creative Cities ◽  
Economic Output ◽  
Innovative Methodology ◽  
Holistic Conception ◽  
Panel Fixed Effects ◽  
The Impact

Following the hype that has been given to culture and creativity as triggers and enhancers of local economic performance in the last 20 years, this work originally contributes to the literature with the objective of assessing the impact of cultural and creative cities (CCCs) on the economic output of their regions. In this sense, the cultural and creative character of cities is considered a strategic strength and opportunity that can spillover, favoring the economic system of the entire regions in which the cities are located. Through an innovative methodology that exploits a regional production function estimated by a panel fixed effects model, the effect of cities’ cultural vibrancy and creative economy on the output of their regions is econometrically explored. The data source is the Cultural and Creative Cities Monitor (CCCM) provided by the JRC, which also allows the investigation of the possible role played by the enabling environment in catalyzing the action of cultural vibrancy and creative economy. The results are thoroughly examined: especially through cultural vibrancy, CCCs strategically support the output of their region. This is particularly the case when local context conditions—such as human capital and education, openness, tolerance and trust, and quality of governance—catalyze their effect. Overall, CCCs contribute to feeding a long-term self-supporting system, interpreted according to a holistic conception that includes economic, social, cultural, and environmental domains.

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