scholarly journals Competition and physician-induced demand in a healthcare market with regulated price: evidence from Ghana

Author(s):  
Adolf Kwadzo Dzampe ◽  
Shingo Takahashi

AbstractUsing panel data of administrative claims spanning 36 months (2017–2019) and an instrumental variable method, this study examines whether physician-induced demand for hypertension disease care exists in Ghana’s healthcare system where price is regulated, and there is no co-payment. We find that an increase in competition—measured as a high doctor-to-population ratio at the district level—leads to an increase in the number of physician visits, suggesting physician-induced demand exists, and that effects are greater for large hospitals and public health providers. This result is further supported by alternative measures and specifications showing that physicians’ revenue from medication and gross revenue increase as the physician density increases. These pattern suggest that physicians in high density areas, faced with a decrease in number of patients per physician, make up for the decline in income by inducing more patient visits.

Vaccine ◽  
2019 ◽  
Vol 37 (11) ◽  
pp. 1484-1490 ◽  
Author(s):  
Yinong Young-Xu ◽  
Julia Thornton Snider ◽  
Robertus van Aalst ◽  
Salaheddin M. Mahmud ◽  
Edward W. Thommes ◽  
...  

2021 ◽  
Vol 13 (1) ◽  
pp. 54-61
Author(s):  
Faradiba Faradiba

Located in the Southeast Asia region, Indonesia has rainy and dry seasons. In the rainy and dry seasons that occur in Indonesia, often causes many problems in various business sectors and community activities, including floods and droughts. It is known that the disaster will have an impact on material and non-material losses. This study uses climate data and disaster data at the village level to determine the effect of rainfall on disasters. This study uses the instrumental variable method because the model has endogeneity problems. The study results concluded that increased rainfall had a positive impact on flood disasters with a coefficient of 0.003038. Simultaneously, rainfall also impacted drought with a coefficient of -0.000377.  Variables in the regression model that are formed can explain 1.74 percent of the flood disaster and 0.59 percent of the drought disaster. These results indicate that most of the other variables can influence flooding and drought. Through this research, it is known that rainfall for floods and droughts is quite significant. Therefore, government and community efforts are needed to anticipate similar disasters.


2010 ◽  
Vol 27 (3) ◽  
pp. 639-661 ◽  
Author(s):  
Woocheol Kim ◽  
Oliver Linton

We propose a semiparametric IGARCH model that allows for persistence in variance but also allows for more flexible functional form. We assume that the difference of the squared process is weakly stationary. We propose an estimation strategy based on the nonparametric instrumental variable method. We establish the rate of convergence of our estimator.


Automatica ◽  
1980 ◽  
Vol 16 (3) ◽  
pp. 281-294 ◽  
Author(s):  
Peter Young ◽  
Anthony Jakeman ◽  
Ross McMurtrie

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