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Compensating Wage Differentials Rongsheng Tang Washington U. in St. Louis July, 2016 Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 1 / 31
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Page 1: Compensating Wage Differentials - Rongsheng Tang 唐荣胜rongshengtang.weebly.com/uploads/3/8/6/4/38643985/... · The Market for Risky Jobs There is a great deal of variation in

Compensating Wage Differentials

Rongsheng Tang

Washington U. in St. Louis

July, 2016

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 1 / 31

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Overview

The market for risky jobsThe hedonic wage functionCompensating differentials and job amenities

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 2 / 31

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The Market for Risky JobsThere is a great deal of variation in the injury rate among workersemployed in different industries.

Figure:

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 3 / 31

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The Market for Risky Jobs

Suppose there are only two types of jobs in the labor market,I some jobs offer a completely safe environment,I others offer an inherently risky environment.

We assume that the worker has complete information about the risklevel associated with every job.Workers care about whether they work in a risky job or a safe job aswell as the wage they earn on the job.

U = f (w , risk of injury on the job)

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 4 / 31

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The Market for Risky Jobs

Figure:Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 5 / 31

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The Supply Curve to Risky Jobs

Workers decide whether to accept job offers from risky firms or fromsafe firmsReservation price: the amount of money it would take to bribe workerinto accepting the risky job.let 4wMIN as the smallest one, hence when wage differentials is lessthan this value, no worker is willing to work in risky environment.

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 6 / 31

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The Demand Curve for Risky Jobs

firm decide whether to provide a risky or safe work environment to itsworkerssuppose firm is going to hire E∗workers regardless of whichenvironment it chooses, and production function is

q = αE∗

assume the productivity in risk environment is α1 and α0 in safeenvironment, hence

q0 = α0E∗

q1 = α1E∗

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The Demand Curve for Risky Jobs

The firm’s profit under two possibility are

π0 = pα0E∗ −w0E∗

π1 = pα1E∗ −w1E∗

Define θ = pα1 − pα0, firm will choose the risk environment if and only ifw1 −w0 < θ

different firms may have different technologies for produce safety,hence different θ,let θ the largest one in the economy, meaning that as long as wagedifferentials above this value no firm will demand workers for riskyjob.

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 8 / 31

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The Market for Risky Jobs

Figure:Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 9 / 31

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The Market for Risky Jobs

Equilibrium

Is it right to interpret the market wage differential (w1 −w0)∗as a

measure of the average dislike for risk among workers in the economy?

No, in fact, it measures the reservation price of the last worker hired andhas nothing to do with the average dislike for risk in the population.

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 10 / 31

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The Market for Risky Jobs

Equilibrium

Is it right to interpret the market wage differential (w1 −w0)∗as a

measure of the average dislike for risk among workers in the economy?

No, in fact, it measures the reservation price of the last worker hired andhas nothing to do with the average dislike for risk in the population.

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 10 / 31

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The Market for Risky JobsCan the compensating wage differential go the “wrong” way?

Figure:Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 11 / 31

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The Hedonic Wage Function

Suppose that there are many types of firmsthe probability of injury on the job, which we will denote by ρ, cantake on any value between 0 and 1.isoprofit curve: all points along an isoprofit curve yield the same levelof profits

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The Hedonic Wage Function

Figure:

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The Hedonic Wage Function

Isoprofit curves have a number of important properties

1.Isoprofit curves are upward sloping because it costs money to producesafety.

2. wage-risk combinations that lie on a higher isoprofit curve yield lowerprofits

3. Isoprofit curves are concave: law of diminishing returns applies to theproduction of safety

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The Hedonic Wage Function

Figure:

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 15 / 31

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The Hedonic Wage Functionhedonic wage function summarizes the relationship between the wagethat workers get paid and job characteristics

Figure:Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 16 / 31

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Policy Application: How Much Is a Life Worth?

A recent survey of the evidence concludes that a .001-point increase inthe probability of total injury may increase annual earnings by about$7,600(in 2007 dollars).One interpretation is that 1,000 workers employed in firm are willingto give up &7.6 million to save the life of the one worker who willalmost surely die in any given year.Therefore, the workers in the firm value a life at $7.6 million.Note: this calculation gives the amount that workers are jointlywilling to pay to reduce the likelihood that one of them will suffer afatal injury in any given year, put differently, it is the value ofstatistical life.

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Policy Application: Safety and Health Regulations

Since the enactment of the Occupational Safety and Health Act of1970, the federal government in the United States has played a majorrole in setting safety standards at the workplace.In the past 20 year, Occupational Safety and HealthAdministration(OSHA) has set workplace standards that mandatethe maximum amount of cotton dust in the air in textile plants, theamount of asbestos in the air in working settings and a host of otherrestrictions on the job environment.

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Policy Application: Safety and Health Regulations

Are workers better off as a result of these regulations?How do the safety standards alter the nature of the labor marketequilibrium that generates compensating wage differentials?Do these government mandates actually reduce the probability ofinjury on the job?

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Policy Application: Safety and Health Regulations

Figure:Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 20 / 31

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Policy Application: Safety and Health Regulations

Both worker’s utility and firm’s profit are getting lesswhy government bother to regulate safety standards at all?

workers are unaware of the true risks associated with particular jobs

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 21 / 31

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Policy Application: Safety and Health Regulations

Both worker’s utility and firm’s profit are getting lesswhy government bother to regulate safety standards at all?

workers are unaware of the true risks associated with particular jobs

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 21 / 31

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Policy Application: Safety and Health Regulations

Figure:

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Compensating Differentials and Job Amenities

The model can apply to multiple jobs characteristics, such asI whether the job involves repetitive and monotonous work,I whether the job involves better location and so on.

The key implication is easily summarized:I as long as all persons in the population agree on whether a particular job

characteristic is a “good” or a “bad”, good job characteristics areassociated with low wage rates and bad job characteristics are associatedwith high wage rates.

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 23 / 31

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Compensating Differentials and Job Amenities

But the empirical study does not support this theory

For instance, jobs that demand physical strength are presumablymore unpleasant than other jobs, and hence would be expected to payhigher wage rates.In fact, jobs requiring workers to have substantial physical strengthoften pay less, sometimes on the order of a 17 percent wagedisadvantage.

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Compensating Differentials and Job Amenities

The estimates of the compensating wage differentials associated withparticular job characteristics are valid only if all the other factors thatinfluence a worker’s wages are held constant.For instance, more able workers are likely to earn higher wages, whilethey may spend more on job amenities, then it turns out they havehigher wage as well as good job amenities.

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Policy Application: Health Insurance and the LaborMarket

In the United States, employers provide health insurance coverage asa fringe benefit to a large fraction of the workforce.In 2001, 63 percent of the population was covered by anemployer-provided health insurance program.

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Policy Application: Health Insurance and the LaborMarket

Figure:

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 27 / 31

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Policy Application: Health Insurance and the LaborMarket

Because of different potential, people who get higher wage may also gethigher health benefit, hence the observed data do not identify the trade-offbetween wages and health benefits.

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Compensating Differentials and Layoffs

In many countries, when workers become unemployed, the UI systempays a fraction of the worker’s salary while the worker looks foralternative employment.UI is much less appealing if the labor market, through compensatingwage differentials, already compensates workers with high layoffprobabilities.

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Compensating Differentials and Layoffs

Figure:Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 30 / 31

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Compensating Differentials and Layoffs

There is some evidence that the labor market indeed providescompensating differentials to workers at risk of layoff.For instance, wages are higher in industries that have higher layoffrates: an increase of 5 percentage points in the probability of layoffraises wage by about 1 percent.The available evidence suggests that if laid-off workers can receiveunemployment insurance, an increase in the probability ofunemployment has only a negligible effect on the wage.

Rongsheng Tang (Washington U. in St. Louis) Compensating Wage Differentials July, 2016 31 / 31


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