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Economic reality: a macroeconomic perspective · Labour economics

The gender pay gap

Emma and Jayden graduate in the same year, take the same job at a Chicago company, and have the same qualifications. Twenty years later, their paychecks may be very different, and no contract ever said so. The gender pay gap measures that aggregate difference between men and women, and its causes go far beyond someone paying less for the same work. We will come back to Emma and Jayden at the end.

What the pay gap is and how it is calculated

Bar chart comparing the average monthly salary of men (2,000 dollars) with that of women (1,800 dollars), showing a visual gap of 10%. $2,000 $1,800 men women
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Explain what the gender pay gap is and how it is calculated. How does it differ from direct pay discrimination (paying differently for the exact same role)?

Explain what the gender pay gap is and how it is calculated. How does it differ from direct pay discrimination (paying differently for the exact same role)?

Solve
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In a company, the average salary for men is $\$2,000$ and for women, $\$1,800$. a) Calculate the pay gap as a percentage of the average salary for men. b) Interpret the…

In a company, the average salary for men is $\$2,000$ and for women, $\$1,800$.

  1. a) Calculate the pay gap as a percentage of the average salary for men.
  2. b) Interpret the result: how many fewer dollars does a woman earn for every $\$100$ earned by a man?
Solve
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In a company, women earn an average of $\$19$ per hour and men, $\$22$ per hour. a) Calculate the pay gap as a percentage of the men's average wage. b) Interpret the…

In a company, women earn an average of $\$19$ per hour and men, $\$22$ per hour.

  1. a) Calculate the pay gap as a percentage of the men's average wage.
  2. b) Interpret the result in a sentence anyone can understand.
Solve
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Average monthly wages by sector in a fictitious country: health care, men $\$1,900$ and women $\$1,700$; education, $\$1,850$ and $\$1,800$; construction, $\$1,750…

Average monthly wages by sector in a fictitious country: health care, men $\$1,900$ and women $\$1,700$; education, $\$1,850$ and $\$1,800$; construction, $\$1,750$ and $\$1,600$.

  1. a) Calculate the pay gap for each sector as a percentage.
  2. b) Formulate a hypothesis for why the gap is smaller in education (union contracts with public, transparent pay scales) and test it with your reasoning.
Solve
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In a company, men and women in the same position receive the same base salary, but men receive many more "availability" supplements (being reachable outside working…

In a company, men and women in the same position receive the same base salary, but men receive many more "availability" supplements (being reachable outside working hours, accepting last-minute shift changes, etc.).

To analyze it, take these definitions into account:

  • Gender pay gap: average difference between what men and women earn, normally expressed as a percentage of men's salary.

  • Pay discrimination: difference in pay between men and women who perform work of equal value that is not explained by objective and justified reasons, but by reason of sex (direct if the rule or practice distinguishes by sex; indirect if an apparently neutral rule in fact harms one of the sexes).

  1. a) Is there a gap? Is there discrimination? Analyze the case using the definitions above.
  1. b) What would you review in a pay audit of that company?
Solve
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An internal audit discovers that, for the same role and seniority, the women in a company earn $4\ \%$ less in allowances and supplements. a) What type of gap is this…

An internal audit discovers that, for the same role and seniority, the women in a company earn $4\ \%$ less in allowances and supplements.

  1. a) What type of gap is this and why is it different from segregation by sector?
  2. b) As the company's management, what would you do? As the U.S. Department of Labor (or the Equal Employment Opportunity Commission), what would you review? Reason both answers.
Solve

Structural causes: caring responsibilities and motherhood

Diagram with an arrow from unpaid care work to the pay gap, labeled fewer hours and fewer promotions. Unpaid care work Pay gap fewer hours, fewer promotions
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What is unpaid care work (looking after children, elderly people, the home) and how is it shared today between men and women in most countries? Explain what effect…

What is unpaid care work (looking after children, elderly people, the home) and how is it shared today between men and women in most countries? Explain what effect taking it on has on the career of the person who does it, even if their contract is identical to someone else's.

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What does the "motherhood penalty" consist of? Explain how the birth of a child can hold back a worker's pay and promotion (career breaks, reduced hours, prejudice) even…

What does the "motherhood penalty" consist of? Explain how the birth of a child can hold back a worker's pay and promotion (career breaks, reduced hours, prejudice) even if her salary is never officially cut.

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Explain two common causes of the pay gap related to maternity and to the concentration of women in certain sectors, and explain why neither of them appears written in…

Explain two common causes of the pay gap related to maternity and to the concentration of women in certain sectors, and explain why neither of them appears written in anyone's contract.

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Shared caregiving

When care work is shared in a balanced way, both parents adjust their careers about equally, so neither one carries the whole cost in lost hours and promotions. If one partner always takes the caregiving, the gap persists no matter what the employer does. That is why closing the gap is hard without shared responsibility.

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Explain what shared responsibility in caregiving is (men and women sharing it in a balanced way) and reason what relationship it has with the pay gap: why is it hard to…

Explain what shared responsibility in caregiving is (men and women sharing it in a balanced way) and reason what relationship it has with the pay gap: why is it hard to close the gap without shared responsibility?

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Unpaid care work and GDP

GDP counts only market production (see the page on GDP and its limits). Unpaid care work is valued at zero even though it keeps the economy running. If you priced it at market wages, it would be a very large share of GDP, and most of it is done by women. A public child care or elder care program costs tax dollars, but it frees up parents' hours for paid work, which raises output, income and tax revenue.

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It is estimated that unpaid care work, valued at market prices, would be equivalent to a very significant share of GDP, and it is mostly done by women. a) Explain what…

It is estimated that unpaid care work, valued at market prices, would be equivalent to a very significant share of GDP, and it is mostly done by women.

  1. a) Explain what that estimate reveals about what GDP does not count and about who keeps the economy going.
  2. b) Analyze, using cost-benefit criteria, a public policy of care services (child care centers, care for dependent people): what does it cost and what does it free up?
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From pay gap to pension gap

Social Security benefits and 401(k) savings depend on lifetime earnings. Lower pay and career breaks mean smaller contributions and a lower average retirement income for women. Credits for caregiving years or shared leave reduce that gap, but someone must pay for them: taxpayers or the program itself.

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In many countries, the average pension of retired women is markedly lower than that of men. a) Explain the chain connecting the pay gap and careers interrupted by care…

In many countries, the average pension of retired women is markedly lower than that of men.

  1. a) Explain the chain connecting the pay gap and careers interrupted by care work to the pensions gap.
  2. b) Propose two measures to reduce the pensions gap (care credits in Social Security contributions, shared leave) and analyze who pays for them and what effects they have.
Solve

How the measurement changes depending on the unit chosen

Comparison in which the hourly pay is identical for both sexes (15 dollars per hour), but monthly income diverges markedly because of the difference in hours worked. $15/h $15/h per hour: gap 0% $2,400 $1,350 per month: gap > 0%
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The pay gap can be measured per hour, per month or per year. Explain why the result changes depending on the measure chosen: what happens to the annual gap if many women…

The pay gap can be measured per hour, per month or per year. Explain why the result changes depending on the measure chosen: what happens to the annual gap if many women work part-time even though they earn the same per hour?

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The figure shows the average monthly salary of men and women across three sectors in an imaginary country. a) Calculate the pay gap for each sector as a percentage and…

The figure shows the average monthly salary of men and women across three sectors in an imaginary country.

1600 1400 2200 1800 2400 2000 hospitality industry technology men women
  1. a) Calculate the pay gap for each sector as a percentage and rank them from highest to lowest.
  2. b) What hypotheses could explain why the gap varies so much from one sector to another?
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In a fictitious country, $70\ \%$ of part-time contracts belong to women, and a good share of them do not choose those hours freely. a) Explain how part-time work…

In a fictitious country, $70\ \%$ of part-time contracts belong to women, and a good share of them do not choose those hours freely.

  1. a) Explain how part-time work influences the annual pay gap even when the hourly wage is identical.
  2. b) Propose two measures that reduce involuntary part-time work (child care services, the right to full-time hours, shared responsibility for caregiving) and explain how they work.
Solve

Horizontal segregation, vertical segregation and the glass ceiling

Pyramid or funnel diagram representing the glass ceiling and vertical segregation, showing how the proportion of women falls as the level in the hierarchy rises. workforce: 50% / 50% (W / M) managers: 40% / 60% (W / M) senior mgmt: 20% / 80% (W / M)
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Distinguish between the pay gap, occupational segregation, and the glass ceiling, and give an example of each concept in any company.

Distinguish between the pay gap, occupational segregation, and the glass ceiling, and give an example of each concept in any company.

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In one company, the workforce is half men and half women; among middle managers, $60\ \%$ are men, and in senior management, $80\ \%$. a) Describe the pattern using the…

In one company, the workforce is half men and half women; among middle managers, $60\ \%$ are men, and in senior management, $80\ \%$.

  1. a) Describe the pattern using the technical name it receives and explain why it is a "funnel".
  2. b) Propose two possible causes (caregiving, promotion culture, informal networks) and one specific measure for each.
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A supermarket chain discovers a pay gap of $12\ \%$: women make up the majority of checkout staff, while men dominate logistics and store management. a) Analyze the case…

A supermarket chain discovers a pay gap of $12\ \%$: women make up the majority of checkout staff, while men dominate logistics and store management.

  1. a) Analyze the case by distinguishing between horizontal segregation and vertical segregation.
  2. b) Propose a plan with three concrete measures and explain which indicator you would monitor to evaluate it.
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Is it just choice?

Some people argue that the gap exists because women freely choose lower-paid fields. There is some truth in that: majors, jobs and hours are chosen. But choices are shaped by expectations, role models and stereotypes. And it raises a second question: why do fields with mostly women (child care, nursing, teaching) pay less than fields requiring similar education? Part of the answer is the social value placed on care work.

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"The pay gap is a statistical illusion: it disappears if you compare the same role and the same working hours." a) Argue what truth there might be in this statement and…

"The pay gap is a statistical illusion: it disappears if you compare the same role and the same working hours."

  1. a) Argue what truth there might be in this statement and what real phenomena it overlooks.
  2. b) Explain why even the pay gap "explained" by hours or sectors can be an economic and social issue.
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"The gap exists because women freely choose worse-paid sectors." a) Analyze what part of the truth the statement may hold and what it presupposes about how college…

"The gap exists because women freely choose worse-paid sectors."

  1. a) Analyze what part of the truth the statement may hold and what it presupposes about how college majors and jobs are "chosen" (expectations, role models, stereotypes).
  2. b) Turn the question around: why are heavily female-dominated sectors paid worse? Discuss the idea of the "social valuation" of care work compared with other jobs.
  3. c) Conclude with your reasoned position.
Solve

Policies to reduce the gap

Conceptual diagram with three key measures to reduce the pay gap: pay transparency, equal and non-transferable leave, and quotas on boards of directors. Pay transparency Equal leave Board quotas
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Some countries require minimum quotas of women on the boards of large companies. a) Set out two arguments in favor (breaking the glass ceiling, the role-model effect)…

Some countries require minimum quotas of women on the boards of large companies.

  1. a) Set out two arguments in favor (breaking the glass ceiling, the role-model effect) and two against (the risk of tokenism, the debate about merit).
  2. b) What evidence would you ask for to know whether quotas work beyond the board (internal promotions, the company's pay gap)? Explain what you would expect to see.
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Assess these three measures against the pay gap: publishing average salaries by gender in companies, equal and non-transferable paternity and maternity leave, and female…

Assess these three measures against the pay gap: publishing average salaries by gender in companies, equal and non-transferable paternity and maternity leave, and female quotas on boards of directors.

  1. a) Explain the mechanism through which each measure would work.
  2. b) Which one do you find most effective in the long term? Defend your choice.
Solve
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One country equalizes paternity and maternity leave: the same number of weeks, compulsory and non-transferable for each parent. a) Explain what incentive changes for a…

One country equalizes paternity and maternity leave: the same number of weeks, compulsory and non-transferable for each parent.

  1. a) Explain what incentive changes for a company when hiring a man or a woman aged $30$ (statistical discrimination).
  2. b) Analyze possible side effects (difficulties in small firms, the birth rate) and how you would address them.
  3. c) Why can this measure do more for the gap than an awareness campaign? Reason your answer.
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Measuring progress: an equality index

A company can track progress with a few indicators: the pay gap, the share of women in management, the distribution of part-time work, and exits or leaves due to caregiving. To keep the index honest, define each indicator clearly, break data down by job role, and use an outside audit. Publish the overall figures; keep individual salaries private.

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You are asked to design the annual "equality index" of a company with $500$ employees. a) Choose four indicators (pay gap, percentage of women in management,…

You are asked to design the annual "equality index" of a company with $500$ employees.

  1. a) Choose four indicators (pay gap, percentage of women in management, distribution of part-time work, leave or exits due to caregiving) and justify each one.
  2. b) Explain how you would prevent the company from "fudging" the index (clear definitions, data broken down by job role, an external audit) and what you would make public and what you would not.
Solve

Back to Emma and Jayden: if she cuts hours for caregiving and he does not, a gap opens with no one ever cutting her pay. Closing it takes shared caregiving, transparency and fair promotion.

Summary

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