gender analysis of research analysis position at niar by elizabeth clarkson, ph.d
TRANSCRIPT
Gender Analysis of Research Analysis Position at NIAR
By Elizabeth Clarkson, Ph.D.
I was unhappy with my salary
• Over the past 3 decades of working in a male dominated industry, I have found that when I compare my salary to survey data about my profession I am inevitably on the low side until I get to the breakdown by gender.
• I recently discovered just how underpaid I was –the 3rd percentile!
• I requested and received data regarding NIAR employees in my job classification.
• I wanted to find out how my salary compared with other men and women at NIAR.
IT Su
pport Asst
Man
ager
Researc
h Scholar
Researc
h Associa
te
Tech
nical C
oordinato
r
Inform Te
chnology
Support
Tech
Researc
h Tech
nician
Assista
nt Lab
Man
ager
Researc
h Assoc-C
AD/CAM In
str
Researc
h Engin
eer
Researc
h Analyst
Manag
er
Laborat
ory Man
ager
Senior R
esearc
h Engin
eer
Researc
h Engr/
NDT Instr
Researc
h Scien
tist
Sr Rese
arch En
gr & M
anag
er
Communication Coord
inator
Grand Ave
rage
$0
$20,000
$40,000
$60,000
$80,000
$100,000
$120,000
NIAR Employees classified as RESEARCH ANALYST Average Base Pay by Job Title and Gender
MaleFemale
Women receive lower base pay in every category that has both male and female employees.An ANOVA analysis conducted on average salary over NIAR employment yields a p-value of 0.0993
Average Salary was computed using all NIAR employees in that job category from 2008 to 2012.Base Salary was divided by FTE - Full Time Equivalent - to arrive at acomparable base salary for part time employees and eliminate noise due to overload paid.
Research Associate 21FY 67MY
Research Technician 6FY 10MY
Research Engineer 4FY 49MY
Research Analyst 26FY 167MY
Manager 3FY 5MY Research Scientist 6FY 11MY
Female 42502.1728571729 47360 44000 60059.5 64533.3333333333 76450
Male 43900.9456716418 50276.4 62822.7959183673 63217.7125748503 65698.6 99624.1818181818
$10,000
$30,000
$50,000
$70,000
$90,000
$110,000
NIAR Employees classified as RESEARCH ANALYST Average Base Pay by Job Title and Gender
FemaleMale
Women receive lower base pay in every category that has both male and female employees.A one-sided paired t-test on the 6 job categories that have employed both genders yields a p-value of 0.045
Average Salary was computed using all NIAR employees in that job category from 2008 to 2012.Base Salary was divided by FTE - Full Time Equivalent - to arrive at acomparable base salary for part time employees and eliminate noise due to overload paid. FY = Female Years, MY = Male Years
Research Associate 5F 25M Research Analyst 8F 45M
Female 43531.5 57578.9589285714
Male 44359.6736 60273.1403174603
$5,000
$15,000
$25,000
$35,000
$45,000
$55,000
$65,000
NIAR Employees classified as RESEARCH ANALYST Average Base Pay by Job Title and Gender
limited to Job titles with multiple female employees
FemaleMale
Testing each job title separately, there are no statistically significant differences in salary between gender.
Average are of Base Salary divided by FTE based on individuals during their tenure at NIAR without weighting for number of years.
20 25 30 35 40 45 50 55 60 65 700
20000
40000
60000
80000
100000
120000
140000
Age and Base Salary FTE adjusted
Research Associate
Research Analyst
There I Am Now
Males
Female
Average Age during NIAR Employment
Annu
al S
alar
y ad
just
ed fo
r Ful
l Tim
e Eq
uiva
lenc
y
The Graph Gives me HOPE!
• I know, to the casual observer that graph might appear to be supportive of gender discrimination in pay. It’s not.
• The t-test is the best measure of that and it indicates the small difference between genders on average within a job classification is not statistically significant.
• Few older women are in the Research Analyst position. • Look at the distribution for women in the under 40 age
group!
20 25 30 35 40 45 50 55 60 65 700
20000
40000
60000
80000
100000
120000
140000
Age and Base Salary FTE adjusted
FemaleLinear (Female)MalesLinear (Males)Research As-sociateResearch Ana-lystThere I Am Now
Average Age during NIAR Employment
Annu
al S
alar
y ad
just
ed fo
r Ful
l Tim
e Eq
uiva
lenc
y
I see evidence of change! • I see two young women in the
upper range of their age group• Look at them! No doubt they
hold advanced degrees already. • I earned my Bachelors at 23, my
Master’s at 31 and my Ph.D. at 51.
• Combining family and career starting back in the 80’s has meant a slower approach to both for me.
• My pay reflects the choices I’ve made and the ambient culture of my generation.
20 25 30 35 40 45 50 55 60 65 700
20000
40000
60000
80000
100000
120000
140000
Base Salary FTE adjusted
Female Males Research Associate
Research Analyst There I Am Now
Average Age during NIAR Employment
Annu
al S
alar
y ad
just
ed fo
r Ful
l Tim
e Eq
uiva
lenc
y
Let me explain• The females over 40 earn less than
their male counterparts. • This is a likely result of the pervasive
discrimination older women faced in our early careers and sacrifices made for the sake of our families.
• The lack of discrimination in pay for younger women indicates that they are not experiencing gender discrimination in pay.
THINGS ARE BETTER NOW! 20 25 30 35 40 45 50 55 60 65 70
0
20000
40000
60000
80000
100000
120000
140000
Base Salary FTE adjusted
Female Males Research Associate
Research Analyst There I Am Now
Average Age during NIAR Employment
Annu
al S
alar
y ad
just
ed fo
r Ful
l Tim
e Eq
uiva
lenc
y