On the Optimal Skill Distribution in a Mirrleesian Economy

People are heterogenous in the skills by which they turn eort into output. A central question in normative public economics is how to redistribute resources from more- to less-skilled individuals eciently. In addition to income taxation, this paper considers another policy tool of redistribution by allowing planner to choose the dispersion of skill distribution given the average skill level of the economy. We nd that, depending on the parameters of the model, either perfectly unequal skill distribution in which one group has a very high skill level and the rest are completely unskilled, or perfectly equal skill distribution in which all agents have the same skill level, is socially optimal, but an interior level of skill inequality is never optimal. We then provide conditions on the parameters under which perfectly equal and perfectly unequal skill distributions are optimal.Skill Distribution, Mirrleesian Taxation, Redistribution, Eciency

What is the True Loss Due to Piracy?: Evidence from Microsoft Office in Hong Kong

Software piracy remains rampant despite the successful measures the Hong Kong government has taken to eradicate street piracy. This is because most people prefer substituting a counterfeit copy of a software CD (street piracy) with an illegal download of the software (Internet piracy). To support this claim, I construct a unique data set from 281 college students in Hong Kong to demonstrate two things. First, I estimate a random-coefficient discrete choice demand system for Microsoft Office from legal and different illegal sources. Estimates obtained from a Bayesian approach, with a mixture of normal priors, indicate a strong substitution pattern between street piracy and Internet piracy. Second, I conduct counterfactuals in which street piracy is absent. Results are twofold. First, most students would switch to Internet piracy. Second, the government, by assuming that each pirated copy represents a lost sale, may over-estimate the gain from eradicating piracy by up to nine times.software piracy, bayesian, conjoint analysis

Love Thy Neighbor: Income Distribution and Housing Preferences

Do homeowners prefer living in an area with a more equal distribution of income? We answer this question by estimating a semi-parametric hedonic pricing model for about 90,000 housing units transacted in Hong Kong between 2005 and 2006. We first identify a hedonic price function by locally regressing the rental price of the housing unit on its intrinsic and neighborhood characteristics, one of which is the Gini coefficient for household income of the constituency area. We then combine the estimates with a log utility function to obtain the heterogeneous preference parameters. Finally, we estimate the joint distribution of the preference parameters and demographics. We find that most homeowners have a strong distaste for inequality in their neighborhood, and the distaste increases with income and goes down with education level. Counterfactual experiments show that reallocating Public Rental Housing by half can increase the welfare of homeowners by about HK$8,000 on average per year, an amount which is equivalent to increasing the housing unit by 20 square feet or reducing the age of the unit by 5 years.hedonic pricing; housing; income inequality

Why is Polygyny More Prevalent in Western Africa?: An African Slave Trade Perspective

Polygyny rates are higher in Western Africa than in Eastern Africa. The African slave trades explain this difference. More male slaves were exported in the trans-Atlantic slave trades from Western Africa, while more female slaves were exported in the Indian Ocean and Red Sea slave trades from Eastern Africa. The slave trades led to prolonged periods of abnormal sex ratios, which impacted the rates of polygyny across Africa. In order to assess these claims, we construct a unique ethnicity-level data set linking current rates of polygyny with historical trade flow data from the African slave trades. Our OLS estimates show a positive correlation between the trans-Atlantic slave trades and polygyny. An IV approach shows the relationship is causal and statistically signicant. We also provide cross-country evidence corroborating our findings.slave trades; polygyny; Africa; development

Music Piracy: Bad for Record Sales but Good for the iPod?

Music piracy is a double-edged sword for the music industry. On the one hand, it hurts record sales. On the other hand, it increases sales of its complements. To quantify the effect of music piracy, I construct a unique survey data set and use a Bayesian method to estimate the demand for music and iPods, and find three things. First, music piracy decreases music sales by 24% to 42%. Second, music piracy contributes 12% to iPod sales. Finally, counterfactual experiments show that Apple's revenue could increase by $36 per student if music were free

Music Piracy: Bad for Record Sales but Good for the iPod?

Music piracy is a double-edged sword for the music industry. On the one hand, it hurts record sales. On the other hand, it increases sales of its complements. To quantify the effect of music piracy, I construct a unique survey data set and use a Bayesian method to estimate the demand for music and iPods, and find three things. First, music piracy decreases music sales by 24% to 42%. Second, music piracy contributes 12% to iPod sales. Finally, counterfactual experiments show that Apple's revenue could increase by $36 per student if music were free

What is the True Loss Due to Piracy?: Evidence from Microsoft Office in Hong Kong

Software piracy remains rampant despite the successful measures the Hong Kong government has taken to eradicate street piracy. This is because most people prefer substituting a counterfeit copy of a software CD (street piracy) with an illegal download of the software (Internet piracy). To support this claim, I construct a unique data set from 281 college students in Hong Kong to demonstrate two things. First, I estimate a random-coefficient discrete choice demand system for Microsoft Office from legal and different illegal sources. Estimates obtained from a Bayesian approach, with a mixture of normal priors, indicate a strong substitution pattern between street piracy and Internet piracy. Second, I conduct counterfactuals in which street piracy is absent. Results are twofold. First, most students would switch to Internet piracy. Second, the government, by assuming that each pirated copy represents a lost sale, may over-estimate the gain from eradicating piracy by up to nine times

Music Piracy: Bad for Record Sales but Good for the iPod?

Music piracy is a double-edged sword for the music industry. On the one hand, it hurts record sales. On the other hand, it increases sales of its complements. To quantify the effect of music piracy, I construct a unique survey data set and use a Bayesian method to estimate the demand for music and iPods, and find three things. First, music piracy decreases music sales by 24% to 42%. Second, music piracy contributes 12% to iPod sales. Finally, counterfactual experiments show that Apple's revenue could increase by $36 per student if music were free

On the Optimal Skill Distribution in a Mirrleesian Economy

People are heterogenous in the skills by which they turn eort into output. A central question in normative public economics is how to redistribute resources from more- to less-skilled individuals eciently. In addition to income taxation, this paper considers another policy tool of redistribution by allowing planner to choose the dispersion of skill distribution given the average skill level of the economy. We nd that, depending on the parameters of the model, either perfectly unequal skill distribution in which one group has a very high skill level and the rest are completely unskilled, or perfectly equal skill distribution in which all agents have the same skill level, is socially optimal, but an interior level of skill inequality is never optimal. We then provide conditions on the parameters under which perfectly equal and perfectly unequal skill distributions are optimal

Being Bad by Being Good: Owner and Captain Value-Added in the Slave Trade

We use slave voyage data from 18th century Great Britain and France to answer two questions: 1) How important was the managerial quality of owners and captains in slave trading? and 2) What explains the substantial variation in managerial quality? Utilizing the Trans-Atlantic Slave Trade Database, in which we observe the performance of owners and captains in each of their voyages, we follow the teacher evaluation literature to estimate the value-added of owners and captains to slave voyage output, i.e. the number of slaves arriving in the Americas. Several results emerge. First, if we replace all owners with the 90th percentile owner in the country, slave voyage output would be 15% and 25% higher than if we replaced all owners with the 10th percentile owner in Great Britain and in France. This 90/10 ratio is 1.27 for British captains. Second, owner value-added is negatively associated with family businesses and positively associated with the level of competition. A comparison of owner value-added before and after the unexpected outbreak of the Seven Years' War, which historians suggest decreased (increased) competition in the French (British) slave trade, suggests competition's effect on owner value-added might be causal