Although independent unobserved heterogeneity--variables that affect the dependent variable but are independent from the other explanatory variables of interest--do not affect the point estimates or marginal effects in least squares regression, they do affect point estimates in nonlinear models...

This paper shows how to calculate consistent marginal effects on the original scale of the outcome variable in Stata after estimating a linear regression with a dependent variable that has been transformed by the inverse hyperbolic sine function. The method uses a nonparametric retransformation...

Consumerism arises when patients acquire and use medical information from sources apart from their physicians, such as the Internet and direct-to-patient advertising. Consumerism has been hailed as a means of improving quality. This need not be the result. Consumerist patients place additional...

Patients’ increasing use of alternative sources of information besides their physician and more active involvement in medical decision making may be changing relationships between physicians and their patients. We term patients who provide medical information to their physicians from sources...

This article decomposes income inequality in rural China into five income sources and studies the marginal effect of each income source on total income inequality. We find that rising wage income and declining agricultural income play important roles in the rapid increase of income inequality in...

J13; J18; O15 </AbstractSection> Copyright Fang et al.; licensee Springer. 2013

Data on 2,355 married women from the 2006 China Health and Nutrition Survey are used to study how female employment affects fertility in China. China has deep concerns with both population size and female employment, so the relationship between the two should be better understood. Causality...

Data on 2,288 married women from the 2006 China Health and Nutrition Survey are deployed to study how off-farm female employment affects fertility. Such employment reduces a married woman’s actual number of children by 0.64, her preferred number by 0.48, and her probability of having more...

China's so-called ‘reform and opening up’ policy (Gai Ge Kai Fang), implemented nearly 30 years ago, has led to tremendous economic development. China's nominal Gross Domestic Product (GDP) was 3.25 trillion US dollars in 2007, making it the fourth largest economy in the world. At the same...

As China transforms from a socialist planned economy to a market-oriented economy, its returns to education are expected to rise to meet those found in middle-income established market economies. This study employs a plausible instrument for education: the China Compulsory Education Law of 1986....