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VOL. 1, NO. 3
MARCH 2006

EconomicLetter
Insights from the

FEDERAL RESERVE BANK OF DALLAS

Apparel Exports and Education:
How Developing Nations Encourage
Women’s Schooling
by William C. Gruben and Darryl McLeod

To qualify for factory

Whether Americans shop in fashion boutiques or low-priced

jobs in major apparel-

superstores, the clothes and shoes they buy are often made in other

and footwear-

countries. Many of these nations are poor, not just by U.S. standards but

exporting nations,

by global norms as well. In years to come, the have-not countries will

more women stay

likely continue to expand their role as world suppliers of apparel and

longer in school.

footwear. With the dismantling of the Multifiber Arrangement in January
2005, the last quotas on clothing imports were lifted—except against
China. In the World Trade Organization’s Doha Round, negotiators are
considering a proposal to end tariffs on all exports from the world’s 70
poorest countries.

EconomicLetter 2

FEDERAL RESERVE BANK OF DALLAS

Activists criticize working conditions in developing nations’ factories
and warn about U.S. jobs lost to
imports. But even they concede that
entry-level jobs provide much-needed
employment for poor workers, particularly young women. Some observers,
however, suggest the factory jobs
might inflict subtle harm: What if these
factory jobs tempt girls to leave school
early, sacrificing years of education
and sentencing them and their children to a future of low-wage jobs?
Our research refutes claims that
apparel and footwear production leads
to lower educational achievement for
women. We find that clothing and
shoe production requires more education than the average woman has
attained in many developing countries.
The plants usually don’t hire women
without at least a junior high education. In Bangladesh and other major
apparel-exporting nations, to qualify
for these jobs, more women stay
longer in school (Chart 1). Our study
also allays concerns that the export
factories create jobs for underage
workers: Female workers’ commitment
to seek more education delays childbearing and lowers the incidence of
child labor.
In short, the maligned suppliers
of Nike, Gap and Wal-Mart encourage
governments to educate women, give
women a reason to stay in school and
pay them well by local standards. Our
study presents a picture of textile and
footwear plants that’s far less harrowing than the sweatshop stereotype and
more compatible with surveys in
dozens of countries that find female
workers feel they benefit from the factory jobs.
Skill development and increased
incomes for women aren’t tied simply
to apparel and footwear manufacturing, but to production of these goods
for export. The reason may involve
the industry’s peculiar demographics:
Women are far more likely to work in
export operations. A Bangladesh survey reported in 1999 that 90 percent
of garment workers in plants that

serve domestic markets were male. In
contrast, 90 percent of export-plant
employment was female.1
Finding that textile and shoe factories aren’t an albatross has important
implications for economic development. Since at least the 1940s, economists have argued that nations typically transition from farm-intensive production to light industry and then to
higher value-added production. The
progression can bog down if countries—perhaps spurred by critics’
views—shun the kind of light manufacturing found in textile and shoe
production or burden these operations
with regulations that make them
uncompetitive.

Skill development and
increased incomes for
women aren’t tied
simply to apparel
and footwear
manufacturing, but
to production of these
goods for export.

Exports and Education
We developed a model to analyze
the links between shoe and textile
exports, education and other key factors in 48 countries, such as Brazil,
Ecuador, Mexico, Indonesia,
Bangladesh and Madagascar.2 These
nations are among the developing
world’s most prolific exporters of

Chart 1

Education Among Female Apparel Workers
in Bangladesh
Percent
80
70

Export zones
Other areas

60
50
40
30
20
10
0
No education

Primary school

Junior high

Above junior high

SOURCE: “The Gender Imbalances in the Export Oriented Garment Industry in Bangladesh,” by Pratima
Paul-Majumder and Anwara Begum, World Bank Policy Research Report on Gender and Development,
Working Paper Series no. 12, June 2000.

FEDERAL RESERVE BANK OF DALLAS

3 EconomicLetter

ed large new quotas under the
Multifiber Arrangement, a 1974 agreement that regulated apparel trade for
over 30 years. Although the Multifiber
Arrangement has lapsed, it was in
effect during the years of our study
and it served to strengthen our conclusions.
Among the countries studied,
increases in apparel and shoe exports
as a share of GDP were positively
associated with subsequent upturns in

shoes and clothing to generally richer
member nations of the Organization
for Economic Cooperation and
Development.
Most important, we look at the
relationship between increases in
apparel and shoe exports as a share of
GDP and the primary- and secondaryschool enrollment for males and
females. These nations often experienced surges of textile and apparel
manufacturing after they were award-

For the average
country, a doubling

Chart 2

Female-to-Male Secondary-School Enrollment vs.
Apparel Export Share: Typical Scenario

of apparel and
Egypt

Bangladesh

footwear exports as
a share of GDP
raises female

100

secondary-school

80

attendance by

Export share
(percent)
80

Enrollment
(percent)
120

70

Enrollment
(percent)
95

Export share
(percent)
5
4.5

90

4

60
3.5

85
50
40

60

30

40

20 to 25 percent.

3

80

2.5
2

75

1.5

20

0

1

70

20

10

1980–84 1985–89 1990–94 1995–99 2000–03

0

1980–84 1985–89 1990–94 1995–99 2000–03

0

Indonesia

Guatemala
Export share
(percent)
50

Enrollment
(percent)
94

.5

65

Enrollment
(percent)
110

Export share
(percent)
12

45
92

40
35

90

100

10

90

8

80

6

70

4

60

2

30
88

25
20

86

15
10

84

5
82

1980–84 1985–89 1990–94 1995–99 2000–03

0

SOURCES: OECD; The World Bank.

EconomicLetter 4

FEDERAL RESERVE BANK OF DALLAS

50

1980–84 1985–89 1990–94 1995–99 2000–03

0

Chart 3

Female-to-Male Secondary-School Enrollment vs.
Apparel Export Share: Brazil and China
China

Brazil
Enrollment
(percent)
135

Export share
(percent)
5

Enrollment
(percent)
120

Export share
(percent)
25

4.5

130

4

100

20

125
3.5
120

80

15

3
2.5

115

60

10

2

110

1.5

40

105
1
100
95

5

20

.5
1980–84 1985–89 1990–94 1995–99 2000–03

0

0

1980–84 1985–89 1990–94 1995–99 2000–03

0

SOURCES: OECD; The World Bank.

both male and female secondaryschool enrollment. For the average
country, a doubling of apparel and
footwear exports as a share of GDP
raises female secondary-school attendance by 20 to 25 percent.
The average, however, masks
large country-by-country differences
(Chart 2). As apparel and footwear
exports surged in Bangladesh, for
example, females’ secondary-school
enrollment actually rose to exceed that
of men, starting from 40 percent relative to male enrollment in the early
1980s. In Egypt, an export increase
helped women’s school attendance
rise from 65 percent to over 90 percent of men’s. In Guatemala, women’s
enrollment gained 10 percentage
points to approach 93 percent of
men’s. Indonesia went from 70 percent to nearly 100 percent.
Not all countries show a straightline pattern. Brazil and China, for
example, saw women’s enrollment in
secondary schools relative to men’s
rise for a time but then fall back as

clothing and shoe exports ebbed as a
share of GDP (Chart 3). This isn’t necessarily inconsistent with the observation that the export factories encourage women’s schooling. One possible
explanation is that growth in industries other than apparel and footwear
gave men greater incentives to get an
education; thus, their enrollment rose
faster than women’s.
Apparel and footwear exporters
employ both men and women, but
female workers make up an overwhelming majority of export clothing
manufacturing’s labor force and play a
substantial role in shoemaking. The
factories’ skewed demographics may
explain why the impact on female
education is typically twice as large as
that for men.
What about primary education?
Higher clothing and shoe exports are
associated with even greater increases
in female enrollment relative to males.
This result isn’t surprising. In poor
countries, school attendance rates are
usually much higher for males than

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Apparel and footwear
exporters employ both men
and women, but female
workers make up an
overwhelming majority
of export clothing
manufacturing’s
labor force.

5 EconomicLetter

Chart 4

Influence of Apparel Exports on Women’s
Secondary-School Enrollment
Change in enrollment, by country
(percent)
20
15
10
5
0
–5
–10
–15
–20
–4

–2

0

2

4

Change in apparel exports as a share of GDP*
*Purchasing power parity, in dollars.
NOTE: Each country is represented by up to four dots, one for each five-year period in the sample.
SOURCES: OECD; The World Bank.

for females. Most boys would already
be in school, so added apparel and
footwear exports wouldn’t motivate
them to seek primary education. The
girls, many of whom had been getting
little primary schooling, would be sent
to classes when opportunities emerged
for employment in industries requiring
education.
Because of cultural or other factors, not all developing nations offer
the same educational opportunities to
females. We handle this problem with
fixed-effects modeling, which distinguishes between countries with high
and low female-gender bias. Using
this procedure, we find that increased
apparel and footwear exports have
twice the impact on female secondaryschool enrollment in the 28 high-gender-bias countries but little effect on
male behavior (Chart 4). These results
suggest enrollment increases from new
apparel and footwear exports would
be greatest in Pakistan, Cambodia,

India, Côte d’Ivoire and Bangladesh—
the top five nations in educational
bias against females.
Because clothing and footwear
factory work often involves migration
from villages to cities as well as long
workdays with overtime, women
employees typically postpone marriage and childbearing for several
years. A series of surveys in Bangladesh from 1990, 1993 and 1997,
reported in 2000 by Pratima PaulMajumder and Anwara Begum, found
that in 1997 female workers who wed
before entering garment work married
at about age 16, compared with age
20 for those who married after taking
factory jobs. The average woman’s age
at first childbirth was 17 if she had
children before garment work; if the
first child arrived after she started
working, the average age rose to 21.3
Survey data can’t demonstrate a
clear connection between childbirth
and factory work. It could be that fac-

EconomicLetter 6

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tory work has no effect on the
women’s childbearing behavior. To
determine such a relationship, we
employ a model similar to the one
used for school enrollment to test for
the effects of apparel and footwear
exports on birthrates in our 48-country
sample. The results show that these
export industries lead women to give
birth to fewer children over their lifetimes. The effects are somewhat
stronger in countries with high
birthrates than in those with low rates.
The women’s higher education
attainment may also have an effect on
child labor. The United Nations
International Labor Organization and
the World Bank recently began collecting data on labor-force participation of
children aged 11 to 14. Because the
data don’t make gender distinctions,
we can’t isolate the effects of any factors upon female child labor. But the
data do show that apparel and
footwear exports as a share of GDP
have a negative and significant effect
on the likelihood of 11- to 14-yearolds being employed.
The Multifiber Arrangement countries provide a rich database to
explore the impact of increasing textile and footwear production. Most
important, the data suggest the plants
encourage education, particularly for
women, without exacerbating childlabor rates. Increases in exports of oil,
soybeans and other products not
strongly associated with women’s
employment didn’t lead to increases in
female education. The results hold
even when we include other explanatory variables that might send more
children to school instead of work—
such as overall trade, real per capita
income and previous levels of secondary-school enrollment. The models,
therefore, don’t attribute to apparel
and footwear outcomes that were
actually related to other factors.
The conclusions about clothing
and shoe factories’ effects on women’s
education are particularly striking in
light of past research. Some studies
have found that export manufacturing

operations in developing countries
can discourage education and erode
the foundations for long-run growth.4
The chain of reasoning follows a
stylized version of comparative advantage. When poor countries open trade
with rich ones, each will raise output
of goods that require inputs it has in
abundance and reduce production of
goods that require inputs in scarce
supply. The opening of trade encourages developed countries such as the
United States to increase production
of goods that require a highly educated labor force. Developing countries
will shift production toward goods
that require lower educational levels.
As the shift in relative demand for
inputs takes place, wages of lowskilled workers in poor countries rise
relative to highly skilled workers. The
resulting decline in the education premium in wages discourages education.
These arguments, however,
assume all sectors trade internationally. They also ignore the existence of
subsistence agriculture—the work
women factory employees want to
escape because of its low income and
status—and the so-called “informal
sector,” another of the inferior alternatives to factory work. Women might
very well choose to gain education
and find work in textile and shoe factories rather than work in these less
desirable sectors.5
Previous studies found little if
any connection between trade and
female education because they
focused on general exports, not
female-intensive industries. Our study
reaches different conclusions because
it looks explicitly at export industries
that chiefly employ women.
How Women View Work
The model’s results largely confirm the anecdotal evidence that
comes from surveys, interviews and
other evidence involving developing
countries’ textile and footwear workers.
Women who take jobs in apparel
plants could stay home and work.
Why don’t they? The at-home alterna-

tive isn’t very attractive. Surveys of
female home-based workers in Brazil,
Ecuador and Mexico found that they
earn 25 to 60 percent less an hour than
women who work in factories. In the
same surveys, home-based men earned
at most 17 percent less than factories
pay.6
Factory pay is greater—but is it
good? An Indonesian survey by Mari
Pangestu and Medelina Hendytio
reports that 85 percent of women in
the garment industry receive at least
the minimum wage. With meals, transportation and other allowances included, 96 percent surpass the minimum
wage threshold. Overtime work lifts
even more employees above the minimum wage standard.7 The Bangladesh
survey series showed factory women
earning about 23 percent of their
income in the form of overtime and
bonuses in 1997.
If you make Nikes, you earn
more. The shoe company’s Indonesian
shop-floor workers on average earn
more than four-fifths of the nation’s
working population. In Bangladesh,
garment export firms generally pay
more than firms not oriented to selling
outside the country.
Wages also tend to rise over time.
An econometric study of Madagascar’s
economy indicates that “a sustained
export-driven growth in Madagascar’s
textile and apparel industry will lead
to a substantial increase in the income
of poor households, with a consequent decrease in poverty.”8
Pay and working conditions make
apparel and shoe factories preferred
places to work. Indonesian women
don’t see garment factory employment
as low-level manual labor. More than
80 percent of them say their jobs give
them higher status than being a
housewife. Pangestu and Hendytio
cite other surveys that find women
factory workers regard the agricultural
jobs they would have held back home
as hard manual labor. Another
Bangladesh report finds that women
perceive jobs outside the home as
enhancing their status.9

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Relatively high pay encourages
education directly by creating demand
for employees with more schooling. In
general, the surveys found that garment factories had come to expect the
equivalent of some middle-school
education—more than the national
average. Textile and apparel firms
expected even more. In fact, the 1993
version of the Paul-Majumder and
Begum surveys found the literacy rate
much higher for garment workers than
for employees in nonexport sectors.
More striking, this series showed that
the average years of schooling
attained by female garment workers
increased from 4.1 years in 1993 to 6.3
years in 1997.
The factories boost education in
another way, albeit indirectly. In the
Indonesia survey, factory pay was
good enough to allow 69 percent of
the women to assist their families
financially. One of the uses of this
money was to pay for siblings’ education. The survey reported that these
respondents migrated to cities and

Because clothing and
footwear factory work often
involves migration from
villages to cities as well as
long workdays with
overtime, women
employees typically
postpone marriage and
childbearing for
several years.

7 EconomicLetter

EconomicLetter

found work in the industrial sector as
a means of alleviating poverty, both
for themselves and their children. The
survey also found that the women not
only valued the income but also the
independence that went with it.
Other surveys echo these findings. The Bangladesh compendium of
surveys revealed that women were
often paid less than men for the same
job, but 19 percent of the female garment workers still said they had
opened bank accounts without their
husbands’ and families’ knowledge.
Reassessing Women’s Work
The disappearance of the
Multifiber Arrangement’s quotas has
resulted in some shifting of operations
from very poor countries to China,
where transportation infrastructure,
availability of low-cost industrial water
and other nonlabor factors hold down
production costs. Despite the persistence of quotas, China has emerged as
the top clothing supplier to the U.S.
market. The quota removals for other
countries were not accompanied by
tariff removals. If the Doha Round
negotiations succeed in removing all
tariffs faced by the 70 poorest countries, these countries will have opportunities for upward mobility that many
of them don’t have now.
Some of the best opportunities
will be in the apparel and footwear
export factories. Much of the criticism
aimed at them has been undeserved.
Our study shows that these industries
encourage rather than diminish
women’s education. Clothing and
footwear manufacturing employment
also tends to delay female workers’
marriage and motherhood, and it
doesn’t increase child labor.
These findings should help
remove the stigma attached to factory
jobs and encourage nations to include
them as an integral part of development. The findings also reinforce
long-held arguments in economic

development theory that the replacement of agricultural or rural informalsector jobs with light-industry assembly firms is an important step in raising incomes.
Gruben is vice president and senior economist at the Federal Reserve Bank of Dallas.
McLeod is associate professor of economics at
Fordham University.

is published monthly
by the Federal Reserve Bank of Dallas. The views
expressed are those of the authors and should not be
attributed to the Federal Reserve Bank of Dallas or the
Federal Reserve System.
Articles may be reprinted on the condition that
the source is credited and a copy is provided to the
Research Department of the Federal Reserve Bank of
Dallas.
Economic Letter is available free of charge by
writing the Public Affairs Department, Federal Reserve
Bank of Dallas, P.O. Box 655906, Dallas, TX 752655906; by fax at 214-922-5268; or by telephone at 214922-5254. This publication is available on the Dallas
Fed web site, www.dallasfed.org.

Notes
1

“Female Employment Under Export-Propelled
Industrialization: Prospects for Internalizing
Global Opportunities in the Apparel Sector in
Bangladesh,” by Debapriya Bhattacharya and
Mustafizur Rahman, U.N. Research Institute for
Social Development, OPB no. 10, Sept. 1, 1999.
2 “The Effect of Apparel Manufacturing on
Female Education and Child Labor in Developing
Countries,” by William C. Gruben, Darryl
McLeod, Rosendo Ramirez and Maria Davalos,
working paper, forthcoming.
3 “The Gender Imbalances in the Export Oriented
Garment Industry in Bangladesh,” by Pratima
Paul-Majumder and Anwara Begum, World Bank
Policy Research Report on Gender and
Development, Working Paper Series no. 12, June
2000.
4 “In Search of Stolper–Samuelson Linkages
Between International Trade and Lower Wages,”
by Edward E. Leamer, in Imports, Exports, and
the American Worker, ed. Susan M. Collins,
Washington, D.C.: Brookings Institution, 1998.
5 “Skill, Trade and International Inequality,” by
Adrian Wood and Cristóbal Ridao-Cano, Oxford
Economic Papers 51, no. 1, 1999, pp. 89–119,
and “Trade, Skills and Persistence of Gender
Gap: A Theoretical Framework for Policy
Discussion,” by Ramya Vijaya, International
Gender and Trade Network, January 2003.
6 “The Home as Factory Floor: Employment and
Remuneration of Home-Based Workers,” by
Wendy Cunningham and Carlos Gomez, World
Bank Policy Working Paper no. 3295, May 6,
2004.
7 “Survey Responses from Women Workers in
Indonesia’s Textile, Garment, and Footwear
Industries,” by Mari Pangestu and Medelina
Hendytio, World Bank Policy Research Working
Paper no. 1755, April 1997.
8 “Who Benefits and How Much? How Gender
Affects Welfare Impacts of a Booming Textile
Industry,” by Alessandro Nicita and Susan
Razzaz, World Bank Policy Research Working
Paper no. 3029, April 15, 2003.
9 The Power to Choose: Bangladeshi Women
and Labour Market Decisions in London and
Dhaka, by Naila Kabeer, London: Verso, 2000.

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