Why no ethnic wage gap for New Zealanders aged 15 to 24?

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via New Zealand Income Survey 2014 via Human Rights Commission: Tracking Equality at Work

Why is the gender wage gap so big in the public sector that the unions invoiced the government for it?

The unions representing public servants and the Green Party are very excited about the gender wage gap this week. So much so that the public service union presented the Treasury with an invoice for that wage gap in the public sector of 14.1%.

Oddly enough, despite their concerns with the gender wage gap in the public service, the public service unions are stridently against both privatisation and contracting out.

It is almost trite to note is that one of the earliest analytical results in the labour economics of discrimination was that profit maximising employers are much less likely to discriminate than firms that are not subject to a profit and loss constraint and the discipline of bankruptcy. 

A prejudiced employer pays a wage above the competitive wage to attract the particular recruits he or she is prejudiced in favour of and does not hire enough workers because he must pay higher wages. This results in lower output and profits than without discrimination.

Bureaucrats can indulge their prejudices without putting the survival of their business in jeopardy. Entrepreneurs who don’t hire on merit risk running out of going out of business because their costs are hire and their businesses less productive.

…market mechanisms impose inescapable penalties on profits whenever for-profit enterprises discriminate against individuals on any basis other than productivity. Though bigoted managers may hold sway for a time, in the long run the profit penalty makes profit-seeking enterprises tenacious champions of fair treatment.

Early examples of the greater propensity for discrimination in the public sector and non-profit organisations are by Armen Alchian and Ruben Kessel in Competition, Monopoly, and the Pursuit of Money in 1962 and Gary Becker’s pioneering The Economics of Discrimination in 1957.

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A long-standing anomaly about racial discrimination in the labour market

The Workplace Is Even More Sexist In Movies Than In Reality | FiveThirtyEight

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via The Workplace Is Even More Sexist In Movies Than In Reality | FiveThirtyEight.

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Richard Posner on libertarian scepticism about law as an engine of women’s liberation

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Of 534 occupations, 7 pay women more than men

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The Bechdel Test: whether women are in a movie as fully human characters, or as plot devices for the male characters

538 Gender chart

Hollywood is a slave to the box office on the most cutthroat industry there is. Film producers and screenwriters will portray men and women in whatever roles and whatever extent sells tickets.

How women are represented in the movies is determined solely by the preferences of the audiences willing to buy tickets. It’s a buyers market out there. Film producers would do whatever it takes to finance films that sell tickets, as even Five Thirty-Eight realised:

“Movies that are female-driven do not travel,” said Krista Smith, West Coast editor of Vanity Fair, describing the broader sentiment in Hollywood. There are almost no women who have sales value in multiple international territories, maybe with the exception of Sandra Bullock, she said.

Times change, and film producers change with the times. Consumers are both sovereign and change their minds, and in the case of movie audiences, constantly demand novelty and surprises, as even Five Thirty-Eight  picked up on:

Hollywood is the business of making money. Since our data demonstrates that films containing meaningful interactions between women do better at the box office than movies that don’t, it may be only a matter of time before the data of dollars and cents overcomes the rumours and prejudices defining the budgeting process of films for, by and about women.

This moral panic over gender wage gaps between millionaire actresses and actresses dare not say that for want of offending the audience that is actually the main driver of any gender gap in movies.

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Hollywood activists complaining about the gender wage are to business minded to dare insult the audiences that pay their wages.

Gender pay gap: do women earn 77% of what men do?

Was Aaron Sorkin right? Hollywood discriminates? Sacrifices profit to indulge sexism?

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Some economics of the marriage bars (and mandatory retirement ages)

Up until 1966, women had to quit from the Australian Public Service when they married! The bar was repealed in 1966 with a private members bill by Bill Hayden.

Some hid their marriages for years, hiding their rings before they got to work.

One woman remained unmarried and bore four children. She managed this by timing her annual leave to cover the births.

While her personnel area was co-operative, they forced her to resign her middle management position when she decided to make an honest man of her de facto husband by marrying the father of their children.

Claudia Goldin found that marriage bars were policies adopted by firms and local school boards, from about the early 1900’s to 1950. They fired single women when they married and would not not to hire married women.

The marriage bar, which had at its height affected 751 of all local school boards in the USA and more than 50% of all office workers, was virtually abandoned in the 1950’s when the cost of limiting labour supply greatly increased.

When marriage bars disappeared, Goldin found that older female workers in the mid-1950’s were suddenly praised for their “maturity, reliability, neat appearance, and less chatty nature”.

In retail trades, and especially in suburban retail shops, Goldin found that older married women with absolutely no previous training were now the “ideal employee”; the middle-class woman were “naturally courteous” and “well-bred,” and who did not have to work became the preferred recruits of the major department stores. the best female employee was, in the words of a Sears, Roebuck, and Co. officer

a married woman with a mortgage on her house and her children partially raised

These sudden changes in the attitude of employers towards the recruitment of women of different ages and marital status suggests that the previous personnel policies were disciplined by competition.

Marriage bars, in the private sector, were instituted by large firms with centralised hiring promotion and salary schedules that were often fixed and based on tenure with the firm, and other modern employment practices.

This evidence suggested to Claudia Goldin that firms may have wanted to encourage turnover when earnings rose more rapidly with tenure than productivity. These  employers in firms with rigid wage systems, tied to their workers’ seniority, desired a young, inexperienced work force. Goldin hypothesise that the marriage bar was a socially acceptable way of terminating the employment of young women whose wages would eventually rise to exceed their addition revenue to the firm.

Goldin suggested that the marriage bar had some relationship to seniority pay, as discussed by Edward Lazear.

Under seniority pay, and employees paid less than their productivity in their early years of employment but more in their later years of employment up to say a retirement date.

By back loading salary, the employer could economise on the cost of monitoring the employee’s performance and especially so in jobs where it was hard to evaluate performance. Because of the prize at the end of the road: a large salary paid towards the end of a career, an employee had more reasons to be honest and not to underperform and risk dismissal.

Not all workers may be compensated under long-term seniority pay contracts. Routine office workers, support staff, sales agents, and so on appear to be compensated on a spot basis rather than under long-term incentive contracts.

Workers in these more routine occupations have lower monitoring costs. Their productivity can be more easily and cheaply  measure directly.

There is no need for sophisticated incentive contracts as is the case more often with managerial Employees and workers who hold positions of trust. In both cases , the back loading a salary operates as a bond against poor performance and dishonesty.

Most women entered the workforce by the age of 18 in the mid to early 20th century. They married in their early to mid-20s. This meant that the maximum length of their career with the firm would be 5 to 7, maybe 10 years.

Because these women are often assigned to low skilled clerical duties where there are a few promotion prospects, the productivity of these women did not increase much with time in the job.

To make sure that some women didn’t stay on to receive the seniority based salary increases by not marrying, Goldin found that some firms offered a substantial dowry is to women when they married if that already been with the firm for six years.

These dowries were buying women out of jobs where their wages were rising, but their productivity was stable.

Another advantage of buying women out of their jobs when they married was that the male co-workers didn’t have to be paid a wage premium for less job security can as they themselves could be dismissed on similar grounds.

Marriage bars were found by Goldin to be associated with fixed salary scales, internal promotion, and other personnel practices and they are not associated with piece-rate work.

Subsequent work on mandatory retirement ages in the public private sector found a similar link to both seniority pay and organisational architecture and the the limits of individual managerial discretion over firing.

The organisational architecture of a firm encompasses the assignment of decision rights within the firm, the methods of rewarding individual employees, and the structure of the systems that evaluate the performance of individual employees and business units.

Some larger firms may struggle to administer internal corporate governance structures which permit more local managerial discretion over employment relationship matters and still properly control the costs of a more diverse workforce.

A price of growth in the size of a firm is often the standardisation of products, workforce compositions and terms of employment.

When mandatory retirement was lawful, large firms with centralised personnel structures are more often to be found to have mandatory retirement ages.

The nub of the problem is large firms have several layers of management with fairly strict limits on what each individual line manager can do (Williamson 1975, 1985; Fama and Jensen 1983b).

There must be limits on local managerial discretion because the owners and senior managers set the strategic direction of the firm, the products it sells, and how many workers are employed and on what wages.

Larger firms may struggle with striking the most profitable balance between greater local managerial discretion and effective corporate governance of a large diverse organisation with professional managers and diffuse ownership structures. It will be shown that very large firms promulgate rigid personnel policies while smaller firms are much more flexible in their deals with individual employees.

This balance between local managerial discretion and central control must extend to wages and hours because labour costs make up much of the costs of many firms. Changes in policies on wages and conditions are subject to ratification and monitoring by head office and the corporate board in managerial firms.

This increasing rigid separation of decision management rights from decision control rights as a managerial firm grows will restrict flexibility in terms of employment, including phased retirements. Top level managers and board members both have limited amount of time to allocate, limited spans of control, and will have less and less detailed knowledge of their firm as it grows.

Limits on the degree of local managerial discretion over employment relations in large managerial firms can arise from restrictions on managerial delegations, divided decision making rights, hierarchical approval procedures, and the breath and content of wage and personnel policies. This can include not having a personnel policy on the availability of phased retirements. This gap can be through choice, inertia or attention to other concerns currently of a higher priority.

The discretion of supervisors in large firms over the terms and conditions of employment of individual members of their team may be limited to individual performance ratings (Gibbs and Hendricks 2004).

Smaller firms have more more discretion over retirement ages was is less of a separation of ownership and control, and owners are much more able to be on-site and of balance risks and rewards from innovations.

Good evidence to illustrate the proposition that larger firms prefer rigid rules over discretion in personnel policies comes from the days of mandatory retirement. Mandatory retirements can be viewed as the wholesale substitution of local managerial discretion with a single company-wide rule because larger firms find idiosyncratic decisions to be more costly (Parsons 1997).

Back when they were legal, mandatory retirements are near universal in very large workplaces, but in small to medium size firms, there were flexible retirement polices. Few very large firms reported flexible retirement polices. The smaller firms provided for policies that allowed for exceptions to mandatory retirement rules while most of largest firm reported a policy of zero exceptions to mandatory retirement rules (Parsons 1997).

The line managers in small firms were more willing to allow an older worker to work passed the usual retirement age because they had more delegations with regard to terms and conditions of employment. In addition, in smaller firms, the owners are more likely to be among the management team for the CEO and able to closely supervise the success of the discretionary decisions of junior management over conditions of employment and hiring and firing.

Claudia Goldin’s pollution theory of sex discrimination

Claudia Goldin argues that it is  difficult to rationalise sex segregation and wage discrimination on the basis of men’s taste for women in the same way as discrimination based on race or ethnicity. Goldin developed a pollution theory of discrimination in which new female hires may reduce the prestige of a previously all-male occupation.

When work took more brawn than brain, the distributions of skills and natural talents of men and women were further apart. Women were not as physically strong as men. This counted for more both before the Industrial Revolution and at the height of the Industrial Revolution when most factory work involved a considerable amount of brawn.

As machines substituted for strength, as brain replaced brawn and as educational attainment increased, the distributions of attributes, skills and natural talents narrowed by sex.

Because there is asymmetric information regarding the value of the characteristic of an individual woman, a new female hire may reduce the prestige of a previously all-male occupation.

Prestige is conferred by some portion of society and is based on the level of a productivity-related characteristic (e.g., strength, skill, education, ability) that originally defines the minimum needed to enter a particular occupation. People had to have a minimum amount of the socially prestigious strength or skill before they are hired.

Male fire fighters or police officers, to take two examples, may perceive their occupational status to depend on the sex composition of their police station or firehouse. These occupations are socially prestigious because of the strength and courage of police and fire-fighters. Men in an all-male occupation might be hostile to allowing a woman to enter their occupation even if the woman meets the qualifications for entry.

A reason for this hostility of the existing male members of the occupation is the rest of society may be slow to learn of the qualifications of these female newcomers. Their entry against this background of ignorance in the wider society  may downgrade the occupation as still carrying prestigious characteristics such as physical strength. As Goldin explains:

Because they feel that the entry of women into their occupations would pollute their prestige or status in that occupation. Very simply, some external group is the arbiter of prestige and status.

Let’s take an example of firemen, and let’s say we begin not that long ago when there were no women who were firemen—which is why they’re called firemen.

And to become a fireman you have to take a test, lifting a very heavy hose and running up many flights of stairs. And every night, the firemen get off from work and go to the local bar.

Everyone slaps them on the back and says what great brawny guys they are and what a great occupation they are in, and everybody knows that to be a fireman requires certain brawny traits and lots of courage.

But nobody knows when there’s a technological shock to this occupation. And in this case it might be that fire hoses become really light or the local fire department changes the test. There are information asymmetries. But they do note that for this “brawny” characteristic, the median woman is much lower.

So if we observe a woman entering the occupation and we don’t know how to judge women, we’re going to assume that her skills are those of the median woman. Or it may be that we can observe something having to do with her muscles and that may up it a little bit.

But chances are we’re going to assume that some technological shock has happened to this occupation. And so her entry into the occupation is going to pollute it.

Then when they go to the bar, people will say, “oh you’ve got a woman in the firehouse; now fire fighting has become women’s work.” That’s where the pollution comes in.

Union rules also played a role in preventing the entry of women into some occupations

Many occupations have changed sex over time e.g., librarians, bank tellers, teachers, telephone operators, and sales positions. New occupations  and industries are less like to be segregated on the basis of sex  because they have not developed a social image regarding the prestige of workers.

Occupational segregation came to an end because credentialisation, which spreads information about individual women’s productivities and shatters old stereotypes, can help expunge this pollution of the prestige of specific occupations and jobs both within the industry and in wider society .

The visibility successful women today and in the past may help shatter old stereotypes and increase knowledge about the true distribution of female attributes in this prestigious occupation.

Goldin found that  when typists were primarily men, it was claimed that typing required physical stamina so woman need not apply.

But later, when the occupational sex segregation reversed, when typing became a female occupation, it was said that typing required a woman’s dexterity, which men did not have! When I was at school, only women were taught to type.

The power of minorities in the market

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Why aren’t minority women discriminated against – Thomas Sowell

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