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Intended Majors and Career Interests: Men and Women Really Are from Different Planets. Debra FitzGerald Senior Consultant, Client Outreach ACT Midwest Region Tim Osborn Senior Consultant, Program Solutions ACT Midwest Region. Expressed and Measured Interests. - PowerPoint PPT Presentation
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Intended Majors and Career Interests: Men and Women Really Are from Different Planets
Debra FitzGeraldSenior Consultant, Client Outreach
ACT Midwest Region
Tim OsbornSenior Consultant, Program Solutions
ACT Midwest Region
Expressed and Measured Interests
• With respect to intended majors and careers, ACT collects two types of information:
• Expressed Interests:– When students register for the ACT they are
asked to specify an intended major (from a choice of 295) and an occupational choice (from the same list of 295).
• Measured Interests:– When students register for the ACT they are
asked to complete a 72 item Interest Inventory that diagnoses their career interest and places the student’s interests on the ACT World of Work Map.
Goals of the Presentation• During the presentation we will look at
differences in expressed and measured major and career interests between men and women
• We will also look at how the gender differences correlate to student preferences for 4-year public and 4-year private institutions
Intended Majors by Male/Female Ratio and ACT Composite Score Bands
• The first table shows majors where male and female interest is strongest- Red: females more than 50% more likely to
have this intended major- Green: males more than 50% more likely
to have this intended major
• For convenience of reporting, the 295 individual majors are “rolled up” into 18 groupings of similar majors
Planned Major 1-15 16-19 20-23 24-27 28-32 33-36Agriculture & Natural Res Conservation 0.39 0.40 0.53 0.79 1.14 1.60Architecture 0.27 0.29 0.38 0.59 0.82 1.43Area, Ethnic, & Multidisciplinary Studies 0.75 1.02 0.99 1.27 1.40 1.40Arts: Visual & Performing 0.98 1.12 1.28 1.40 1.50 1.57Business 0.63 0.61 0.57 0.57 0.61 0.71Communications 0.77 1.03 1.42 1.83 2.19 2.05Community, Family, & Personal Services 1.48 1.18 1.10 1.27 1.70 3.34Computer Science & Mathematics 0.25 0.18 0.18 0.20 0.28 0.43Education 1.69 1.88 2.27 2.67 2.91 3.78Engineering 0.09 0.09 0.12 0.18 0.28 0.45Engineering Technology & Drafting 0.09 0.09 0.10 0.13 0.17 0.26English & Foreign Languages 1.57 2.00 2.26 2.60 2.93 2.88Health Administration & Assisting 4.11 3.26 2.32 1.75 1.27 0.83Health Scences & Technologies 3.48 2.73 2.30 1.99 1.69 1.49Philosophy, Religion, & Theology 0.63 0.59 0.56 0.59 0.56 0.49Repair, Production, & Construction 0.04 0.04 0.06 0.08 0.12 0.12Sciences: Biological & Physical 1.39 1.20 1.14 1.14 1.12 1.17Social Sciences & Law 1.55 1.49 1.52 1.51 1.45 1.41Undecided 0.78 0.74 0.80 0.92 1.08 1.21
ACT Composite Score Range
Intended Major by Female/Male Ratio and ACT Composite Score Band
Intended Majors by Frequency• The next two tables show intended majors
by frequency and ACT Composite Score bands– The percents are the comparative frequency
within each score band (total N = 1,540,876)• The second table also shows majors
where male and female interest is strongest– Light Red: females more than 50% more likely
to have this intended major– Light Green: males more than 50% more likely
to have this intended major
Intended Major by Column Frequency and ACT Composite Score Band
Red: >9%Green: <6%
Comparative Frequency of Intended MajorsPlanned Major 1-15 16-19 20-23 24-27 28-32 33-36Agriculture & Natural Res Conservation 2% 2% 2% 1% 1% 0%Architecture 1% 1% 1% 1% 1% 1%Area, Ethnic, & Multidisciplinary Studies 0% 0% 0% 0% 0% 1%Arts: Visual & Performing 8% 7% 7% 7% 6% 3%Business 11% 11% 11% 10% 8% 6%Communications 2% 2% 3% 3% 2% 1%Community, Family, & Personal Services 8% 6% 3% 2% 1% 0%Computer Science & Mathematics 2% 2% 3% 3% 3% 5%Education 6% 8% 8% 6% 4% 2%Engineering 5% 4% 5% 7% 10% 16%Engineering Technology & Drafting 3% 3% 3% 3% 4% 4%English & Foreign Languages 1% 1% 1% 2% 3% 2%Health Administration & Assisting 5% 3% 2% 1% 1% 0%Health Scences & Technologies 19% 22% 22% 19% 16% 13%Philosophy, Religion, & Theology 0% 0% 1% 1% 1% 1%Repair, Production, & Construction 3% 2% 1% 0% 0% 0%Sciences: Biological & Physical 3% 4% 6% 9% 12% 17%Social Sciences & Law 6% 7% 8% 8% 9% 7%Undecided 15% 14% 15% 16% 18% 20%
ACT Composite Score Range
Intended Major by Column Frequency and ACT Composite Score Band & Strong Male/Female Interest
ACT Composite Scores by Gender
• The next chart shows the percentage of men and women whose ACT Composite score falls in particular ability bands– More women than men test in total– Men are over-represented at the highest and
lowest score bands– Women are over-represented at the middle
ability levels• Thus, the ability bands with the most total
tested students (ACT 16-24) have the largest gap between male and female testers: 10-13%.
ACT Composite by Gender and Ability Band
Intended Majors by 4-yr Public/Private Ratio and ACT Composite Score Bands
• The next table shows majors by preferred institution type− Red: greater than a ratio of 1, 4-yr private
more likely to have this intended major− Green: less than a ratio of 1, 4-yr public
more likely to have this intended major
Intended Major by 4-year Priv/4-year Pub Ratio and ACT Comp. Score Band
4-yr Priv/4-yr Public RatioPlanned Major 1-15 16-19 20-23 24-27 28-32 33-36Agriculture & Natural Res Conservation 0.87 0.57 0.40 0.33 0.25 0.22Architecture 0.98 0.83 0.79 0.74 0.73 0.70Area, Ethnic, & Multidisciplinary Studies 1.83 1.52 2.06 2.53 2.46 2.28Arts: Visual & Performing 1.31 1.40 1.43 1.40 1.27 1.17Business 1.02 1.07 1.05 1.02 1.04 1.13Communications 1.27 1.30 1.29 1.18 1.04 0.78Community, Family, & Personal Services 0.84 0.82 0.73 0.68 0.66 0.40Computer Science & Mathematics 0.97 0.79 0.78 0.78 0.77 0.83Education 1.08 1.10 1.06 0.97 0.89 0.74Engineering 0.80 0.77 0.76 0.72 0.65 0.67Engineering Technology & Drafting 0.80 0.80 0.73 0.70 0.62 0.71English & Foreign Languages 1.40 1.52 1.59 1.67 1.80 1.60Health Administration & Assisting 0.80 0.70 0.72 0.68 0.75 0.86Health Scences & Technologies 0.87 0.85 0.86 0.86 0.82 0.84Philosophy, Religion, & Theology 4.97 6.18 5.87 4.41 3.93 3.74Repair, Production, & Construction 0.86 0.60 0.57 0.56 0.44 0.25Sciences: Biological & Physical 1.24 1.18 1.14 1.13 1.13 1.23Social Sciences & Law 1.24 1.18 1.24 1.32 1.50 1.58Undecided 0.92 0.95 0.92 0.99 1.11 1.19
ACT Composite Score Range
Correlations by Gender and Institution Type Preference• Majority Male and 4-yr Public− Agric. & Natural Res Conservation (ACT 1-27)− Architecture (ACT 1-32)− Computer Science & Math− Engineering− Engineering Technology & Drafting− Repair, Production & Construction− Undecided (ACT 1-27)
Correlations by Gender and Institution Type Preference
• Majority Female and 4-yr Public‒ Agric. & Natural Res Conservation (ACT 28-36)‒ Architecture (ACT 33-36)‒ Communications (ACT 33-36)‒ Community, Family & Personal Services‒ Education (ACT 24-26)‒ Health Administration & Assisting (ACT 1-32)‒ Health Sciences & Technologies
Correlations by Gender and Institution Type Preference• Majority Male and 4-yr Private
‒ Area, Ethnic & Multidisciplinary (ACT 1-15; 20-23)
‒ Arts: Visual & Performing (ACT 1-15)‒ Business (strong male; slightly more
private)‒ Communications (ACT 1-15)‒ Philosophy, Religion & Theology
Correlations by Gender and Institution Type Preference• Majority Female and 4-yr Private
– Area, Ethnic & Multidisciplinary (ACT 16-19; 24-36)
– Arts: Visual and Performing (ACT 16-36)– Communications (ACT 16-32)– Education (ACT 1-23)– English & Foreign Languages– Sciences: Biological & Physical– Social Sciences & Law– Undecided (ACT 28-36)
Intended Major by Frequency and ACT Composite Score Band• The table on the next slide shows how
student interest in intended major changes as ability level rises.– The columns labeled “1-15” and “33-36” show
the relative rank from 1 to 18 of student interest in the majors in that grouping
– The column labeled “Trend 1-36” shows how the ranks change from 1-15 to 33-36 and are sorted to show the groups that gain the most in frequency rank
– You will note that the groups of majors that gain the most are the most math-intensive and reading-intensive
Intended Major by Frequency Rank and ACT Composite Score Band
ACT Interest Inventory andWorld of Work Map• The next part of the presentation shows
data for the ACT Interest Inventory and World of Work Map Regions‒ Gender differences are highlighted as are
differences among students preferring to attend 4-year public and 4-year private institutions
ACT World of Work Map
The ACT Interest Inventory measures six major types of interest. The six standard scores and percentile ranks are based on a nationally representative sample of grade 12 students.
On the World-of-Work Map, region indicators help the student relate work activity preferences, as assessed by the ACT Interest Inventory, to groups of occupations. The World-of-Work Map appears on the back of the College Report.
Educational and Vocational PlansA major and first vocational choice, selected by the student from an extensive list of educational majors and vocational choices - VERY SURE, FAIRLY SURE, or NOT SURE.
Student's ultimate degree objective from among the following:•BUS/TECH CERTIFICATE—vocational/technical or certificate program •ASSOCIATE'S DEGREE (2 YR)—two-year college degree •BACHELOR'S DEGREE (4 YR)—bachelor's degree program •GRAD STUDY/MASTER'S LEVEL—one or two years of graduate study (MA, MBA, etc.) •DOCTORATE/PROF DEGREE—professional level degree (PhD, MD, JD, etc.) •OTHER
Interest Inventory by Male/Female Ratio and ACT Comp. Score Bands• The next table shows Map Regions
where male and female interest is strongest‒ Red: females more than 50% more likely to
be in this Map Region‒ Green: males more than 50% more likely
to be in this Map Region
Interest Inventory by Female/Male Ratio and ACT Composite Score Band
Fem/Male RatioMap Region 1 1-15 16-19 20-23 24-27 28-32 33-36
1 1.75 1.48 1.28 1.19 1.10 0.982 1.82 1.46 1.20 1.07 0.98 0.813 1.06 0.92 0.82 0.78 0.79 0.924 0.58 0.58 0.61 0.72 0.91 1.235 0.50 0.46 0.50 0.56 0.68 0.926 0.50 0.44 0.42 0.41 0.43 0.537 0.75 0.70 0.69 0.67 0.66 0.738 1.32 1.27 1.14 1.02 0.95 1.019 1.50 1.61 1.55 1.42 1.29 1.2310 1.70 1.87 1.94 1.96 2.00 1.9111 1.79 1.86 2.02 2.03 2.03 2.0212 1.99 1.88 1.82 1.75 1.72 1.4099 1.00 0.95 0.87 0.86 0.87 0.92
ACT Composite Score Range
Selected Careers in Map Regions where Female Interest is Strongest: People & Ideas; People & Data
• Map Region 1 (ACT 1-15)– Human resources management & training
• Map Region 2 (1-15)– Marketing & sales
• Map Region 9 (ACT 16-23)– Medical technologies
• Map Region 10– Applied arts (visual); medical diagnosis & treatment; social
science• Map Region 11
– Applied arts (written & spoken); creative & performing arts• Map Region 12
– Community services; education; health care
Selected Careers in Map Regions where Male Interest is Strongest: Data & Things; (Things & Ideas)
• Map Region 4 (ACT 1-23)– Financial transactions; communications & records
• Map Region 5 (1-27)– Distribution & dispatching
• Map Region 6 – Ag/forestry & related; transport operation & related;
computer/info specialties• Map Region 7 (ACT 24-32)
– Construction & maintenance; mechanical & electrical specialties; crafts & related; manufacturing & processing
Map Regions by 4-yr Public/Private Colleges Ratio and ACT Composite Score Bands• The next table shows Map Regions by
preferred institution type‒ Red: greater than a ratio of 1, 4-yr private
more likely to be in this Map Region
‒ Green: less than a ratio of 1, 4-yr publicmore likely to be in this Map Region
Interest Inventory by 4-year Priv/4-year Pub Ratio and ACT Comp. Score Band
Map Region 1 1-15 16-19 20-23 24-27 28-32 33-361 0.98 0.99 1.03 1.08 1.18 1.162 0.92 1.02 1.07 1.10 1.17 1.283 1.06 0.94 0.94 0.90 0.90 0.894 0.93 0.85 0.78 0.75 0.76 0.795 0.91 0.79 0.78 0.75 0.71 0.746 0.92 0.83 0.78 0.75 0.71 0.747 0.91 0.95 0.87 0.87 0.86 0.868 1.14 1.04 1.02 0.97 0.97 1.029 1.11 1.11 1.10 1.10 1.11 1.1410 1.18 1.19 1.21 1.20 1.21 1.1611 1.10 1.24 1.23 1.27 1.26 1.4012 1.06 1.14 1.20 1.23 1.31 1.2199 1.02 0.99 1.00 1.01 1.01 1.14
ACT Composite Score Range
Map Regions by Frequency• The next three tables shows Map Regions by
frequency and ACT Composite Score bands‒ The percents listed are the comparative frequency
within each score band (total N = 1,375,273)
• The tables also show Map Regions where male and female interest is strongest (also
2-yr)‒ Red: >9% of students in an ability band‒ Green: <6% of students in an ability band
Interest Inventory by Column Frequency and ACT Composite Score Band
Female Students
Red: >9%Green: <6%
FemaleMap Region 1 1-15 16-19 20-23 24-27 28-32 33-36
1 11% 10% 8% 7% 6% 4%2 10% 9% 8% 8% 7% 6%3 6% 4% 4% 4% 3% 4%4 7% 5% 4% 4% 4% 4%5 9% 7% 6% 6% 6% 7%6 6% 6% 5% 5% 5% 6%7 7% 8% 8% 8% 8% 9%8 7% 9% 10% 11% 13% 17%9 7% 10% 13% 15% 17% 19%
10 5% 7% 9% 10% 10% 8%11 7% 8% 9% 9% 8% 5%12 7% 8% 8% 8% 7% 5%99 11% 8% 7% 7% 6% 6%
ACT Composite Score Range
Interest Inventory by Column Frequency and ACT Composite Score Band
Male Students
Red: >9%Green: <6%
Male Map Region 1 1-15 16-19 20-23 24-27 28-32 33-36
1 6% 7% 7% 6% 5% 4%2 6% 6% 7% 7% 7% 7%3 5% 5% 5% 5% 4% 4%4 11% 8% 7% 5% 4% 3%5 18% 15% 12% 10% 8% 8%6 13% 13% 12% 12% 12% 12%7 10% 11% 11% 11% 12% 13%8 5% 7% 9% 11% 14% 17%9 5% 6% 8% 10% 13% 15%
10 3% 4% 5% 5% 5% 4%11 4% 4% 4% 4% 4% 3%12 4% 4% 5% 5% 4% 3%99 11% 9% 8% 8% 7% 7%
ACT Composite Score Range
Interest Inventory by Column Frequency and ACT Composite Score Band
2-Yr Public Students
Red: >9%Green: <6%
2-Yr PublicMap Region 1 1-15 16-19 20-23 24-27 28-32 33-36
1 8% 7% 6% 4% 4% 6%2 7% 6% 6% 5% 6% 0%3 6% 4% 4% 4% 2% 0%4 10% 8% 7% 7% 6% 0%5 15% 14% 12% 12% 12% 28%6 11% 11% 10% 11% 12% 17%7 9% 10% 11% 12% 13% 22%8 6% 8% 11% 12% 15% 22%9 5% 7% 9% 11% 10% 6%
10 4% 5% 7% 7% 7% 0%11 5% 6% 5% 5% 5% 0%12 5% 5% 5% 4% 2% 0%99 10% 8% 7% 7% 6% 0%
ACT Composite Score Range
Summary of Data on Measured & Expressed Interests & Preferred Inst. Type
Conclusions• Male and female students have clearly different
patterns of intended majors and Interest Inventory Map Regions
• As ability levels rise, students choose intended majors that are more math & reading intensive
• On the Interest Inventory, female students predominant in the two “people areas”: people and ideas & people and data
• On the Interest Inventory, male students predominant in the two “things areas”: data and things & things and ideas
Conclusions (continued)
• Students preferring 4-yr publics are predominant in Map Regions 3-7 (data and things)
• Students preferring 4-yr privates are predominant in Map Regions 8-2 (ideas and people)
• The differences between 4-yr public and private not as strong as differences between male and female
Implications• Students choosing selective public and private
universities seem to have intended majors and interests that fit mission of those schools
• Students choosing regional publics and 2-yr publics seem to have intended majors and interests that fit mission of those schools
Implications (continued)• What about non-selective liberal arts colleges, especially
those looking for more men?
– There may be potential mismatches between ability level of enrolled students and interest in liberal arts areas
– Male students at middle and lower ability levels more tuned to 4-yr public and less tuned to liberal arts majors
– Non-selective privates may enroll more students primarily choosing institution for non-academic reasons: involvement in athletics, other activities, environment, small classes, academic support, etc.
A Word about the Relationship between Ability, Majors, and Interest Inventory
• ACT calculates a “Fit Index” to measure the congruence between intended major and Interest Inventory Scores– Students at lower ability levels have less
congruence than students at higher ability levels– Put differently, higher ability students may be
making more thoughtful and appropriate choices
• Beginning in September 2012, ACT will begin appending 5 new data elements to the ACT Score Report:− Interest-Major Fit score − Four predictive modeling indexes
Major Enhancement to the ACT Electronic Record
− The Fit score shows the strength of the relationship between a student’s profile of interests and the profile of interests of students in a given major.
− Interest-major fit clearly benefits both students and the college they attend: students in “good-fit majors” are more likely to stay in college, stay in their major and finish sooner.
The Interest-Major Fit Index
Predicting Enrollment Behavior with Four Indexes
− The Mobility Index predicts the likelihood of a student enrolling at an out-of-state institution
− The Institution Type Index predicts the likelihood of a student enrolling at a private institution
− The Selectivity Index predicts the selectivity of the institution at which the student is likely to enroll
− The Institution Size Index predicts the size of the institution at which the student is likely to enroll
Variables Included in the Four IndexesAcademic Variables Demographic Variables
ACT Composite Home community size
High school GPA High school enrollment
Years of foreign language Type of high school
Program of study in HS Enrollment Preference Variables
Years of math coursework Campus mix (score sending pattern)
Highest degree expected Level of college choice
Student Characteristic Variables
Preferred college size
Planned work hours in college Preferred college type
Family income Intended major (7 groups)
Involvement in science Preferred distance home to campus
Involvement in athletics No college in mind
Involvement in music Scores sent to comm. college