Does social trust increase willingness to pay taxes to improve public healthcare? Cross-sectional cross-country instrumental variable analysis

2017 ◽  
Vol 189 ◽  
pp. 25-34 ◽  
Author(s):  
Nazim Habibov ◽  
Alex Cheung ◽  
Alena Auchynnikava
Author(s):  
Giuseppe Lucio Gaeta ◽  
Giuseppe Lubrano Lavadera ◽  
Francesco Pastore

Abstract Existing studies suggest that recent PhD graduates with a job vertically mismatched with their education tend to earn lower wages than their matched counterparts. However, by being based on cross-sectional ordinary least squares (OLS) estimates, these studies raise endogeneity concerns and can only be considered evidence of a correlation between vertical mismatch and wages. This paper improves this literature by applying a heteroskedasticity-based instrumental variable estimation approach to analyzing Italian PhD holders’ cross-sectional micro-data. Our analysis suggests that previous empirical studies have provided slightly upward estimates of the impact of vertical mismatch on wages. Nevertheless, our results show that the effect of overeducation on wages is sizeable. However, no wage effect is found for overskilling. The heterogeneity of these findings by field of study and gender are also inspected.


Stroke ◽  
2012 ◽  
Vol 43 (suppl_1) ◽  
Author(s):  
Alexander Flint ◽  
Hooman Kamel ◽  
Babak Navi ◽  
Vivek Rao ◽  
Bonnie Faigeles ◽  
...  

Objective: To determine whether statin use is associated with improved discharge disposition after ischemic stroke. Methods: We analyzed 12,689 patients with ischemic stroke over a 7 year period at 17 hospitals in Kaiser Permanente Northern California. We used multivariable generalized ordinal logistic regression and instrumental variable analysis of treatment patterns by hospital to control for the possibility of confounding. Results: Statin users before and during stroke hospitalization were more likely to be discharged home (54.9% for statin users, 46.3% for statin non-users) and less likely to die in hospital (5.3% for statin users, 10.3% for statin non-users). Patients who underwent statin withdrawal in-hospital were less likely to be discharged home (39.1% for statin withdrawal, 54.9% for statin continuation) and more likely to die in hospital (22.3% for statin withdrawal, 5.3% for statin continuation). Users of higher statin doses (>60 mg / day) were even more likely to be discharged home (62.5% for high dose statin, 56.5% for usual dose statin, and 47.4% for no statin) and less likely to die in hospital in-hospital (3.5% for high dose statin, 5.6% for usual dose statin, and 10.6% for no statin). These results were confirmed by multivariable analysis. The association of statin use and improved outcomes was also confirmed by instrumental variable analysis of treatment patterns by hospital, and thus this association cannot be explained by confounding at the individual patient level. Conclusions: Statin use is associated with improved discharge disposition after ischemic stroke, particularly at higher doses.


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