mind map: tunisia (enit)female engineering practitioners (1/3)...mind map: tunisia (enit)female...
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Mind Map: Tunisia (ENIT)Female Engineering Practitioners (1/3)The diagram presented here is called a mind map. A mind map organizes information visually and communicates relationships among pieces
of a whole. This mind map represents the analysis of relationships between categories that were generated from coding the focus group
discussion transcripts. A legend to assist in reading the mind map is in the bottom-right corner.
GENERAL GENDER DYNAMICS
Negative sentiment towards feminism
Men are perceived as capable or
can express the way they think
unlike women
Inequality
Women's inequality in Tunisia
in general
Positive sentiment towards
feminism
Women are better than men
in some skills
Equality
Women's equality in
Tunisia
Good Representation Of Women In Engineering
Women's
representation is
higher in
engineering in
Muslim countries
Engineering industry
work settings have a
good representation of
women
Women Engineers Are Encouraged, And Accepted With No Differences In
Engineering
Women are encouraged in
engineering
Women are generally
favored in engineering
over men
Women engineers
are
accepted/respectedShe does not feel
difference as a female
engineer from male
engineers
Women in engineering
are normal
Women Engineers Are Capable, Brilliant, Or Strong
Female engineers feel
strong and impose
themselves as women
Women engineers are
competent/capable
Women are more
competent engineers
than men
Women engineers are
brilliant
She is nice or
respectful to
people at work
Being a female
precedes being a
female engineer
Femininity Traits For Women Engineers
Negative Experiences During
Interview And Hiring Process
Bad experiences in
hiring/interviews for doing
multidisciplinary work in
engineering
Stress during
engineering job
interviews
Was marked by being
accused of lying at her
entrance exam
Presence of gender-
based discrimination in
the engineering hiring
process
JOB-RELATED NEGATIVE EXPERIENCES, ESPECIALLY AS THEY RELATE TO GENDER
Negative Experiences Related To Job
Performance
Assault, degradation,
and intimidation at
work b/c of being
female engineer
Conflict and bullying at
work because of being
a female engineer
Had a bad experience on a
construction site
Bad environment at
her engineering
workplace
Bad experiences from
wearing the hijab at work
She was fired from her
engineering job
Distress that led to crying
because of being a female
engineer
Men Engineers Not Complying With Women's
Order Or Refusing To Work For Women
Men engineers not complying
with women's orders at work
Men engineers refusing to work
for female
managers/supervisors or
women in general
Male workers who didn't
initially like working for or with
women engineers eventually
change their attitudes b/c of
women's competence
When a male worker had trouble
with her, she let it go or didn't do
anything about it
ENGINEERING WORK EXPERIENCES BOTH IN INDUSTRY AND ACADEMIA
Previous Work Experience In
Education Or Academia
General responsibilities in her education or
association job
Worked in higher education or academia
Previous Work Experience In A Company
Or Business And Public Sector
Worked in IT or software
development
General responsibilities
in her industry position
She has her own company
Job Connections (Networks) Hiring/
Getting Clients
One international partner could convince
local clients to give them projects
Friends connected her to
engineering jobs
Worked in a company
abroad
Worked on a
construction site
Worked in an association
or for an education office
Worked as a practicing
engineer in the private
or public sector
Worked in an association or for an
education office
Salary And Financial Issues
Her specific engineering salary
Had to work b/c she needed
money
Did unpaid work
Didn't go to graduate school
because of a lack of money
Salary has evolved or
improved from
practicing engineering
Financial hardship affected her
engineering education decisions
Legend
Surface – level linkage: strong relationship
Surface – level linkage: weak relationship
Parallel neutral : co-exist but do not seem to have weak or strong relationship
Conflicted coexistence: co-exist but the relationship is in opposition
Enmeshment: a relationship with overlapping aspects
Cluster Of Categories
THEME
THEME NAME
Cluster Name
Categories are shown as clusters arranged within themes. Circles delineate the boundaries of the clusters and themes. Cluster names are highlighted in with a vertical pattern, each word capitalized (…………………….). Theme names are highlighted with a pointed pattern and capitalized (……….………….). Arrows and lines denote the different degrees of relationships and types of overlap between categories. The types of relationships represented in the mind map are (a) enmeshment, (b) surface-level linkage, (c) conflicted co-existence, and (d) parallel neutral co-existence. Enmeshment denotes an overlapping relationship and is graphically represented with touching circles. A surface-level linkage indicates categories/clusters/themes that are separate but have a certain level of relevance that links them. A solid line with arrows denotes strong surface-level linkages ( ). A black doted line with denotes weak surface-level linkages ( ). Parallel neutral coexistence indicates neutral relationships and is denoted with a double line with points ( ) . Conflicted co-existence indicates an opposition relationship and is denoted with a dotted line with diamonds ( ).
Cluster Name
THEME NAME
Category
Routine Work Or Repetitive Tasks In
Engineering
Wanted her own
company to not have
repetitive tasks
Does routine engineering work that does
not require creativity
Negative sentiment
towards routine work in
engineering
Different Issues Related To P.E. In
Public/Private Sectors And
Associations
Unemployment or
underemployment in
engineering
Wants to own a company
in the future
Did not want to work for the
state
There are differences
between small and
multinational companies
There are differences
between the public and
private sectors of
engineering industry
Physical Strength Required At
Engineering Work
Industry work is
physically tiring
Industry requires long
working hours
Engineering requires
physical strength
Going abroad for work
She scared of
going abroad
Was scared of
going abroad
She stayed alone when
either of them were abroad
Wants to go abroad for work
or an internship
Engineers go abroad for
work, especially men
Respondent had good experiences
with internships that they did.
Internship was a good
experience
Did an internship or study
project abroad
Internships showed her
what engineering career she
wanted
Learned a lot at her internship
Always did the minimum
amount of work
Types of engineering
internships
Management In
Engineering
is an engineering
manager
Got training in management
or technical sales
GENDER EQUALITY IN ENGINEERING & FEMININITY TRAITS
Negative
sentiment towards
swear words
This material is based upon work supported by the National Science
Foundation under Grant No. 1561430/1561507-HRD. Any opinions, findings,
and conclusions or recommendations expressed in this material are those of
the author(s) and do not necessarily reflect the views of the National Science
Foundation. May 2019
Aptitude or interest for math and scientific subjects
Math & Scientific Subjects Or Track And Theory-focused Education
Engineering education was predominately theoretical
Teaches using practical terms of examples instead of theory
Went into engineering because of interest or ability in mathematics or scientific subjects
The scientific and mathematics tracks are okay, but scores matter above all
Did the scientific, mathematics, or technical track in high school
CAREER PLANS AND EVALUATION OF CAREER
Satisfaction With
Engineering Career
Enjoys her industry career
Loves doing what she does well
High satisfaction with engineering career
Does not regret going into engineering
Came to like
engineering
subjects with time
Over Time Perception Of Engineering
Her life changed a
lot after doing
engineering
Perception of
engineering has not
changed
Initially did not know
much about
engineering
Perception of
engineering has
changed
The diagram presented here is called a mind map. A mind map organizes information visually and communicates relationships among pieces
of a whole. This mind map represents the analysis of relationships between categories that were generated from coding the focus group
discussion transcripts. A legend to assist in reading the mind map is in the bottom-right corner.
Mind Map: Tunisia (ENIT) Female Engineering Practitioners (2/3)
FAMILY'S CONNECTION TO ENGINEERING AND INFLUENCE ON PARTICIPATION IN
ENGINEERING
Family wanted her to go into medicine or
society expects women to be doctors.
Daughters are on the fence about or do not
want to do engineering
Family wanted her to go into something other
than engineering
Husband trusts
her and tells
her she can do
anything
Has a
positive and
reciprocal
relationship
with her
husband
Family And Work Positive Experiences
Female engineers
are able to manage
work and family
Taking care of kids
and working is
difficult, but great
WORK AND FAMILY CONFLICT
Made major career decisions
in order to take care of family
responsibilities
Difficulties or discrimination at
work because of being a
female engineer with children
Women have difficulty
in engineering b/c of
family responsibilities
Family And Work Negative Experiences
Conflict with
her husband
b/c she is an
engineer
Husband
Female family
members are/were
engineers
Husband is also
an engineer
Family members are
not in engineering (or
medicine)
Family members are in
the medical field
Negative Influence Or
Unsupportive Family For
Her Being An Engineer
Stressful influence and preconceived ideas and
pressure from mother, sisters, parents and family.
Disagreement with family about her
career/education trajectory in general
Disagreement with her parents because
they did not wanted her to leave
(hometown or Tunisia).
Good perception from family for
being an engineer
Family members influenced her
to go into engineering
Family is proud that she is an
engineer
Engineers are role
models or examples
in the family
Encouragement to
not choose a man
before her career
There were higher expectations for her
regarding education than her other siblings
Family's Positive Perception/Support For
Being An Engineer
Family helped her while she was working
Mom or sister work or have
worked a lot.
Respondents' family relations, structure
or composition
Not many of her family reach higher
education.
She is the only engineer in her family
Respondent's Family
Structure/Composition, Family
Members With Non-engineering
Higher Education
COMPARISONS OF ACADEMIA TO INDUSTRY
Legend
Surface – level linkage: strong relationship
Surface – level linkage: weak relationship
Parallel neutral : co-exist but do not seem to have weak or strong relationship
Conflicted coexistence: co-exist but the relationship is in opposition
Enmeshment: a relationship with overlapping aspects
Cluster Of Categories
THEME
THEME NAME
Cluster Name
Categories are shown as clusters arranged within themes. Circles delineate the boundaries of the clusters and themes. Cluster names are highlighted in with a vertical pattern, each word capitalized (…………………….). Theme names are highlighted with a pointed pattern and capitalized (……….………….). Arrows and lines denote the different degrees of relationships and types of overlap between categories. The types of relationships represented in the mind map are (a) enmeshment, (b) surface-level linkage, (c) conflicted co-existence, and (d) parallel neutral co-existence. Enmeshment denotes an overlapping relationship and is graphically represented with touching circles. A surface-level linkage indicates categories/clusters/themes that are separate but have a certain level of relevance that links them. A solid line with arrows denotes strong surface-level linkages ( ). A black doted line with denotes weak surface-level linkages ( ). Parallel neutral coexistence indicates neutral relationships and is denoted with a double line with points ( ) . Conflicted co-existence indicates an opposition relationship and is denoted with a dotted line with diamonds ( ).
Cluster Name
THEME NAME
Category
MEDICINE AS A FIELD AND COMPARED TO ENGINEERING
Prefers Or Values Medicine Over Engineering
Family wanted her to go into
medicine or society expects
women to be doctors
Wants to do
medicine in
the long term
Medicine is valued more
than engineering
Medicine And Engineering Equally Valued
Engineering and
medicine are the top
two fields in Tunisia
The best students in Tunisia study
engineering or medicine
Chose Engineering Over Medicine
Chose engineering
over medicine
NEGATIVE EXPERIENCES IN
INDUSTRY
Disadvantages Of Working In Industry
Industry work is physically
tiring
Had a bad experience on a
construction site
Delays are bound to
happen in industry
Did not like industry work
Challenges Faced In P.E (Delays,
Constant Learning, Dealing With Bosses)
Difficulties from bosses at
work
Enjoys learning and trying
new things in engineering Did not like industry work
Faces unexpected
circumstances at work as
an engineer
Delays are bound to happen in
industry
Leaving her company to continue her education
Wants to learn or do art in the future or in retrospect she would have chosen art
Changing From Industrial Engineering Career Or Job Or Insatisfaction With Career/Job.
Changed careers
Only stayed for a short time in some engineering positions
Wants to learn or do art in the future or in retrospect she would have chosen art
Leaving her company to continue her education
Prospective change of career
Wants to do something completely different from engineering in the future
Found out her job didn't suit her
Her future is not clear
CHALLENGES AND GENERAL EXPERIENCES IN EDUCATION
Non-religious Lifestyle Or Religious Lifestyles
Studied with people from the interior of Tunisia whose behavior was restrictive
Lived a normal, liberal or laidback lifestyle in Tunis
Was singled out for not being religious by fundamentalist students who came from the interior of Tunisia
Tried to think of one thing at a time during her engineering education
Experiences In Engineering Education
Participation in clubs and activities during engineering school
Happiness with engineering education experience
Learned programming on her own
Was the class chief in school
She was a good student and had good grade
Academic scores determine what field you get
Was taught to collaborate or work in a group
Is friends with teachers from high school
Teacher's influence on her education in general or to go into engineering
Difficulties in her engineering education
Difficulties In Her Engineering Education
Not knowing much after finishing engineering school
Initially did not know much about engineering
Engineering school had a hard competitive environment
Had to repeat a year at ENIT
Worked while pursuing her education
Wanted to study in France, but it was difficult
Critiques of the Tunisian education system
Difficulties pursuing her masters degree
Family did not encourage getting a masters in engineering
The preparatory (or lack thereof) that she went to
Was not given much information about preparatory or scholarships
Preparatory was stressful
Experiences In Grad School
Worked with autistic kids during her masters
Has a graduate degree or completed a thesis
Interest And Difficulties In Research
Lacks motivation, is neutral or doesn't enjoy research
Teachers saw she was interested or had a profile for research
Goal is to do useful and practical research
Issues with research funding
Academia And Industry Relation
The technical track is not considered as prestigious as other tracks
Did a project or thesis in line with industry instead of academia
Joined an association in engineering school to take care of her professional life, even though it was strict
Added a formation in their department for industrial engineers
Best engineering schools in Tunisia
Engineering Schools And ENIT’s Features
There are rotations to administrative positions at ENIT
Her engineering degree or when she went to ENITThere are events at ENIT that help young people
The preparatory (or lack thereof) that she went to
Originally wanted
to go into medicine/dentistry
Didn't choose medicine
b/c of sensitivity to
medical emergencies
Remain In Pe Career
Her career was based on luck
Has had a long career
Did not think about changing jobs
This material is based upon work supported by the National Science
Foundation under Grant No. 1561430/1561507-HRD. Any opinions, findings,
and conclusions or recommendations expressed in this material are those of
the author(s) and do not necessarily reflect the views of the National Science
Foundation. May 2019
The diagram presented here is called a mind map. A mind map organizes information visually and communicates relationships among pieces of a whole. This mind map represents the analysis of relationships between categories that were generated from coding the focus group
discussion transcripts. A legend to assist in reading the mind map is in the bottom-right corner.
http://womeninengineeringpmcs.org/
Legend
Surface – level linkage: strong relationship
Surface – level linkage: weak relationship
Parallel neutral : co-exist but do not seem to have weak or strong relationship
Conflicted coexistence: co-exist but the relationship is in opposition
Enmeshment: a relationship with overlapping aspects
Cluster Of Categories
THEME
THEME NAME
Cluster Name
Categories are shown as clusters arranged within themes. Circles delineate the boundaries of the clusters and themes. Cluster names are highlighted in with a vertical pattern, each word capitalized (…………………….). Theme names are highlighted with a pointed pattern and capitalized (……….………….). Arrows and lines denote the different degrees of relationships and types of overlap between categories. The types of relationships represented in the mind map are (a) enmeshment, (b) surface-level linkage, (c) conflicted co-existence, and (d) parallel neutral co-existence. Enmeshment denotes an overlapping relationship and is graphically represented with touching circles. A surface-level linkage indicates categories/clusters/themes that are separate but have a certain level of relevance that links them. A solid line with arrows denotes strong surface-level linkages ( ). A black doted line with denotes weak surface-level linkages ( ). Parallel neutral coexistence indicates neutral relationships and is denoted with a double line with points ( ) . Conflicted co-existence indicates an opposition relationship and is denoted with a dotted line with diamonds ( ).
Cluster Name
THEME NAME
Category
EVALUATION OF ENGINEERING IN GENERAL
Negative Sentiment
Engineering is not valued in Tunisia
Certain engineering subfields are in crisis
Engineering is difficult
Misconceptions about engineering
Positive Sentiment
Engineering is good for society
Liking the practical aspect of engineering
There are events at ENIT that help young people
Pride from being an engineer
Engineers are valued in Tunisia
DECIDING OR CHOOSING TO DO ENGINEERING
Wanted To Do Engineering/ Interest In Engineering
Engineering was a dream or choice
Always wanting to be an engineer
certain subfields in engineering are in demand/good for the long term
Subfield (Or Specialty) She Practices Or Prefers
The subfields of engineering she practices
Came to engineering or subfield later in education
Desire to do engineering and a human-related field
Wanting or following the formation related to coaching
Interest in geology or field work
Choice of engineering specialty
Interest in doing engineering before university
RESPONDENTS’ SKILLS AND TRAITS
Negative Personal Traits (Impatient, Loses Her Temper, Or Makes Risky
Choices; Stubborn; People Are Scared Of Her)
People are scared of her or
dislike herHer negative
personality traits
Her personal improvement in general
Personal Leadership And Communications Skills
Letting others do what they want
Loves doing what she does well
Exposure to or being impressed by technology
Did not give up (generally)
She tries to be calm and diplomatic, especially under stress
Interest In Other Field Outside Of Engineering
Original interest in being a pilot or aviation
Desire to help people or do social work
Interest in geology or field work
Interest Or Activities She Did At A Young Age
Interest in inventing things and drawing/DIY activities during childhood
Did mechanical activities at a young age
Wanted to do something technically related at a young age
Mind Map: Tunisia (ENIT) Female Engineering Practitioners
Engineers Are Smart Or Creative
Engineers are smart or genius
Engineering as a
state of mind
Engineers are
creative
Picturing engineering as
innovation
Leadership, Communication Skills, And Problem Solving In
Engineering
Chose engineering
because of interest in
problem solving
Speaks languages
and/or has good
communication
Engineers solve problems
or find a solutionHer responsibilities
include leadership or
being in charge
Importance of
communication skills
in engineering
Engineering involves
leadership
Competence In Engineering Work (Personal Talents And Attitudes Toward
Work)
Competence in
engineering work
expressed in attitudes
toward work
You need a lot of
experience in certain
engineering subfields
Competence in engineering
work expressed in personal
talents
Engineering builds
character
Engineers are active or
always doing something
Engineers are
competent
Chose engineering because of interest in problem solving
Men and women choose engineering or medicine for money
Friend influenced her to go into engineering
Chose engineering over medicine
Engineering was not her choice.
Engineering As A Choice Or Chose Engineering Because Of Reasons
This material is based upon work supported by the National Science
Foundation under Grant No. 1561430/1561507-HRD. Any opinions,
findings, and conclusions or recommendations expressed in this
material are those of the author(s) and do not necessarily reflect the
views of the National Science Foundation. May 2019
CHARACTERISTICS OR SKILLS REQUIRED OF
ENGINEERING/ENGINEERS
Progress Chart: Key Project Activities & Timeline (est. dates 9/2019-3/2021)
•
Key Project Activities by 3 month allotments 09-12 01-03 04-06 07-09
September (09) 2019 – August (08) 2020
Theme Extraction
For existing interview data, extract themes. XX
Sample selection
Select US company & sample of roughly 5 female engineers users X
Develop VR tool
Program VR, including workplace visuals and 3D “mind map” X XXX XXX
September (09) 2020– March (03) 2021
Launch beta VR space invite users X
Evaluate experiences of beta users, deliver users’ category rankings to
HR, interview HR
X X
Future Work (10x)
Bring virtual space to 10 additional US companies affiliated with the Women in Engineering programs at our universities.
Develop themes from existing interviews with female undergraduate engineering students and engineering faculty in Malaysia
and Tunisia.
Design VR experience for students and faculty.
Invite US-based engineering student and faculty users from our universities and those affiliated with other US-based Women
in Engineering programs.
Evaluate student and faculty users’ experiences and deliver users’ category rankings to university engineering departments
and retention specialists.
X=activity within one month, XX=two months, XXX=three months.