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Born UneqUal: overcome Barriers and TraiTs of female enTrepreneUrs
revisTa de economía mUndial 69, 2025, 25-49
TaBle 1. operaTionalizaTion of key-concepTs
Variable Question Description
Sex Sex 1 Female
0 Male
Age Age
1 Less than 20 years old, 2 for 20-30 years old,
3 for 30-40, 4 for 40-50, 5 for 50-60, and 6 for
60 or over
Marital status Marital status
1 married or living with a partner,
0 singled, widowed, divorced or separated
0 Basic Education (preschool, primary and
secondary school),
Educat Highest approved level
1 Normal school (teacher college), high school or
technical career in high school
2 Bachelor’s, Graduate certificate (‘especialidad’),
master’s or doctorate
State State of Mexico Codes 1 to 32
Expectations
(Optimism)
As your best guess, overall, how satisfied
do you expect to feel with your life in 5
years’ time?
1 evaluate their future state as 8, 9 or 10,
0 otherwise.
Anxiety and
Stress
Overall, how anxious, worried, or stressed
did you feel yesterday?
During the past two weeks, how often
have you felt bothered by not being able
to stop worrying or control your worry?
1 very anxious or have experienced more than
half of the days with worry discomfort (if scales
8-10)
0 otherwise.
Social
How often do you have social gatherings
with... neighbors, classmates, people from
your church, coworkers, teammates?
1 very frequently or frequently
0 otherwise.
Class of worker Do you have a job or own a business?
Do you have employees?
0 subordinate employee,
1 self-employed
2 employer-entrepreneur
Discrimination
Have you ever had any experience where
you feel you were treated differently
because of your skin tone, your gender,
age, sexual preference, religious beliefs,
language or accent, weight, disability,
ethnic origin?
1 Yes.
0 otherwise.
Inter-generational
mobility
Have your opportunities to increase
wealth been…
1 greater than that of your parents?
0 otherwise.
Note. The response variable in the model was Class of worker. The predictor variables are difficult to
classify under Traits or Barriers; in some cases, a variable might be categorized as either, depending
on the perspective taken. We define Traits as personal characteristics or demographic factors that
may influence an individual’s approach to starting and managing a business (variables: sex, age,
marital status, expectations-optimism). We consider Barriers to entrepreneurship to be factors or
conditions that hinder individuals from starting or sustaining a business (variables: anxiety and stress,
social networking, discrimination, and intergenerational mobility). Finally, State was treated as a
contextual variable, given that in regions with strong business ecosystems, entrepreneurs benefit
from a more supportive environment.
Source: Data INEGI-ENBIARE, 2021.
4. resUlTs
Table 2 shows the descriptive statistics for the selected variables at the
national level, categorized by worker type: employer, self-employed worker,
and employee. The age variable indicates that male employers are generally