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GRAYREPORTS
Demand for Higher Education Programs
www.GrayAssociates.com
Results through February 2018
617.366.2838 www.GrayAssociates.com 2
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Who Is Gray?
Program and Market
Evaluation Data
Employment
Placement Rates
Student Demand
Demographics
Wages
Programs Price ProjectsPlace
§ Program Evaluation System
§ Program profiles
§ Program location
§ Market selection
§ Location selection
§ Campus consolidation
§ Price elasticity
§ Price positioning
§ Price optimization
§ Business strategy
§ Strategy implementation
§ Complex analytics
Advanced Analytics
Predictive Models
Geo-Analytics
Clients: Higher Education Institutions and Stakeholders
Competition
Employer Requirements
X-
walk+
617.366.2838 www.GrayAssociates.com 3
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Agenda
1. Student Demand Trends: Inquiries, Conversions, and Searches
1. National
2. Online and On-Campus
3. City and Program
2. Program of the Month: Computer Programming
3. Case Study on Geo-targeting by Enrollment Builders
4. Summary
617.366.2838 www.GrayAssociates.com 4
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
800,000
900,000
1,000,000
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
National Inquiries
All Programs and Award Levels
2016 2017 2018
Overall Student Inquiries (All Sources)
Total inquiry volumes have been declining for several years.
§ Declining unemployment rate
§ Falling interest in post-secondary education
§ Marketers shifting away from paid inquiries
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
617.366.2838 www.GrayAssociates.com 5
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
800,000
900,000
1,000,000
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
National Inquiries
All Programs and Award Levels
2016 2017 2018
Overall Student Inquiries (All Sources)
Inquiries decreased an average of 10% year-over-year in 2017.
-10%
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
617.366.2838 www.GrayAssociates.com 6
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
0
100,000
200,000
300,000
400,000
500,000
600,000
700,000
800,000
900,000
1,000,000
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
National Inquiries
All Programs and Award Levels
2016 2017 2018
Overall Student Inquiries (All Sources)
The long and steep decline in inquiry volume may be coming to an end.
§ January volume rose 3% year-over-year.
§ February reached last year’s volume.
+0%
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
617.366.2838 www.GrayAssociates.com 7
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
80
90
100
110
120
130
140
150
160
Q1
2014
Q2
2014
Q3
2014
Q4
2014
Q1
2015
Q2
2015
Q3
2015
Q4
2015
Q1
2016
Q2
2016
Q3
2016
Q4
2016
Q1
2017
Q2
2017
Q3
2017
Q4
2017
Overall Inquiry Conversion Rates: Trends
(Indexed to Q1 2014)
Inquiry to Application: Overall Conversion Rates
In 2017, conversion rates were well above our 2014 baseline.
§ Q3 2017 beat the baseline by 51%.
§ Q4 2017 regressed, but still beat the baseline by 23%. It will likely improve a little as stragglers convert.
1. Applications are counted in the month in which the inquiry is received (i.e., an inquiry that is received in January and converts in March is counted as a January inquiry). Typically, the
application rate will rise for three months or more after the month in which the inquiries were received.
2. Total includes unknown source type.
+51
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
617.366.2838 www.GrayAssociates.com 8
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Overall Student Inquiry Conversions (All Sources)
For November 2017 inquiries, total conversions are down 8% year-over-year.
§ October 2017 beat 2016 levels by 14%.
§ December 2017 and January 2018 are currently down 14% and 16% year-over-year, but are likely to close this
gap as they continue to mature.
1. Applications are counted in the month in which the inquiry was received (i.e., an inquiry that is received in January and converts in March will be counted as a January inquiry). Typically, the
application rate will rise for at least three months after the month in which the inquiries were received.
0
5,000
10,000
15,000
20,000
25,000
30,000
35,000
40,000
45,000
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
Total Inquiry Conversions
All Programs and Award Levels
2016 2017 2018
-8% YoY
Immature Months1
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
617.366.2838 www.GrayAssociates.com 9
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
2016 $45.11 $45.91 $44.79 $44.85 $42.47 $44.97 $44.39 $44.53 $45.13 $44.77 $44.89 $45.49
2017 $45.38 $45.28 $45.50 $45.38 $45.52 $45.79 $45.23 $44.57 $45.09 $46.08 $45.92 $46.73
2018 $47.25 46.78 - - - - - - - - - -
$30
$32
$34
$36
$38
$40
$42
$44
$46
$48
$50
Average Price per Inquiry for PPI
All Programs and Award Levels
Average Price for Pay-per-Inquiry
For 11 out of the past 12 months, the average price paid per inquiry has risen year-over-year.
§ For the last three months, prices have been over $46.00.
§ In February, prices rose 3.3% year-over-year to $46.78.
Note: PPI means “Pay per Inquiry.” Inquiry price is the average price per inquiry from PPI.
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
+3.3%
YoY
617.366.2838 www.GrayAssociates.com 10
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Student Inquiries: 10 Largest Inquiry Budgets
1.00
0.70
0.47
0.43
0.38
0.36
0.33
0.26
0.21
0.20
0.00 0.20 0.40 0.60 0.80 1.00
Business Administration and Management
Medical/Clinical Assistant
Health/Health Care Administration
Psychology, General
Medical Insurance Coding Specialist
Web Page, Digital/Multimedia Design
Medical Office Assistant/Specialist
HVAC
Graphic Design
Medical Insurance Specialist
10 Largest Inquiry Budgets
(February 2018)
Business Administration has the highest spending on inquiries.
Index to Max
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
617.366.2838 www.GrayAssociates.com 11
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
In February, year-over-year spending increased for 6 of the 10 programs with the largest budgets.
Student Inquiries: Budget Spending for 10 Largest Programs
§ The program with the largest budget, Business Administration, decreased 2% year-over-year.
% Change YoY
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
41%
40%
36%
35%
16%
1%
-2%
-15%
-17%
-21%
-45% -35% -25% -15% -5% 5% 15% 25% 35% 45% 55%
Health/Health Care Administration
Medical Insurance Coding Specialist
Psychology, General
Web Page, Digital/Multimedia Design.
Graphic Design
HVAC
Business Administration and Management
Medical/Clinical Assistant
Medical Insurance Specialist/Medical Biller
Medical Office Assistant/Specialist
February 2018 Inquiry Budget Trends
10 Programs With the Largest Budgets
617.366.2838 www.GrayAssociates.com 12
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Agenda
1. Student Demand Trends: Inquiries, Conversions, and Searches
1. National
2. Online and On-Campus
3. City and Program
2. Program of the Month: Computer Programming
3. Case Study on Geo-targeting by Enrollment Builders
4. Summary
617.366.2838 www.GrayAssociates.com 13
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
Inquiries
Inquiries for Online Programs
All Programs and Award Levels 2016 2017 2018
Inquiries for Online Programs
Education Industry Inquiries: YOY Percent ChangeOn average, student demand for online programs grew 5% year-over-year in 2017.
+5%
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
617.366.2838 www.GrayAssociates.com 14
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Inquiries for Online Programs
Education Industry Inquiries: YOY Percent ChangeInquiries for online programs jumped 4% year-over-year in February.
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
Inquiries
Inquiries for Online Programs
All Programs and Award Levels 2016 2017 2018
+4%
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
617.366.2838 www.GrayAssociates.com 15
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Inquiries for On-Campus Programs
On average, student demand for on-campus programs fell 14% year-over-year in 2017.
2012
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
400,000
450,000
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
Inquiries
Inquiries for On-Campus Programs
All Programs and Award Levels
2016 2017 2018
-14%
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
617.366.2838 www.GrayAssociates.com 16
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Inquiries for On-Campus Programs
In February, inquiries for on-campus programs dropped 7% year-over-year.
2012
0
50,000
100,000
150,000
200,000
250,000
300,000
350,000
400,000
450,000
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
Inquiries
Inquiries for On-Campus Programs
All Programs and Award Levels
2016 2017 2018
-7% YoY
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
617.366.2838 www.GrayAssociates.com 17
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Agenda
1. Student Demand Trends: Inquiries, Conversions, and Searches
1. National
2. Online and On-Campus
3. City and Program
2. Program of the Month: Computer Programming
3. Case Study on Geo-targeting by Enrollment Builders
4. Summary
617.366.2838 www.GrayAssociates.com 18
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Student Inquiries: The Big 5 Cities
In February 2018, the decline slowed in The Big 5 Cities, but each still fell year-over year.
§ Houston was down the most this month (-6%), after falling 13% YOY in January.
-17%
-22%
-17%
-19%
-28%
-4% -4% -4% -5% -6%
-40%
-30%
-20%
-10%
0%
10%
New York, NY Chicago, IL Philadelphia, PA Los Angeles, CA Houston, TX
Five Cities With the Most Inquiries Since January 2012
Year-over-Year Change in February Inquiries
2017 YoY % Change 2018 YoY % Change
Note: The market for each city is defined as a 15-mile radius around the population center of its CBSA.
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
617.366.2838 www.GrayAssociates.com 19
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
The Big 5 Programs: February Growth Year-over-Year
Four out of The Big 5 Programs fell in February.
51%
-1% -1% -3%
-13%-20%
-10%
0%
10%
20%
30%
40%
50%
60%
Healthcare
Administration
Registered Nursing Business
Administration
Criminal Justice Medical Assistant
Five Largest Programs Since January 2012
Year-over-Year Change in February Inquiries
2018 YoY % Change
617.366.2838 www.GrayAssociates.com 20
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
185% 181%
134%
97%
86%
0%
50%
100%
150%
200%
Electrical Engineering Management Science Computer
Programming
Cybersecurity Game/Media Design
The Fast 5 Programs
Year-over-Year Change in February Inquiries
2018 YoY % Change
The Fast 5 Programs: The Higher Education Programs with the Fastest Inquiry Growth
All five of the fastest-growing programs1 grew more than 80%.
§ Computer Programming and Cybersecurity are repeats from last month.
1. Includes the 75 programs with the highest volume since January 2012.
Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
617.366.2838 www.GrayAssociates.com 21
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Agenda
1. Student Demand Trends: Inquiries, Conversions, and Searches
1. National
2. Online and On-Campus
3. City and Program
2. Program of the Month: Computer Programming
3. Case Study on Geo-targeting by Enrollment Builders
4. Summary
617.366.2838 www.GrayAssociates.com 22
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Computer Programming: Salary
Salaries are typically more than $75,000 for Computer Programmer-related jobs.
529
544
1,495
3,838
0 500 1,000 1,500 2,000 2,500 3,000 3,500 4,000 4,500
Less than $35,000
$35,000 to $49,999
$50,000 to $74,999
More than $75,000
Salary Distribution (Advertised)
§ The mean salary is $84,000.
§ The median salary is $83,000.
Note: Most job postings do not include salary data.
Number of Postings Citing the Salary Level
Source: Burning Glass Technologies, Labor Insight™ Real-Time Labor Market Information Tool, http://www.burning-glass.com 2018. March 1, 2017-February 28, 2018
SOC Code 15-1131 (Computer Programmers) was used in this analysis.
617.366.2838 www.GrayAssociates.com 23
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Computer Programming: Education (Minimum Advertised)
Among job postings that specify education, over 80% cite a Bachelor’s degree.
18%
6%
72%
2%
2%
0% 10% 20% 30% 40% 50% 60% 70% 80%
High school or vocational training
Associate's degree
Bachelor's degree
Master's degree
Doctoral degree
Most Frequently Cited Minimum Education
Source: Burning Glass Technologies, Labor Insight™ Real-Time Labor Market Information Tool, http://www.burning-glass.com 2018. March 1, 2017-February 28, 2018
SOC Code 15-1131 (Computer Programmers) was used in this analysis.
617.366.2838 www.GrayAssociates.com 24
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Computer Programming: Employer Requirements
0.99
0.99
0.99
0.99
0.81
0.71
0.71
0.67
0.67
0.67
0.67
0.67
0.63
0.63
0.63
0.63
0.56
0.53
0.53
0.53
0.00 0.10 0.20 0.30 0.40 0.50 0.60 0.70 0.80 0.90 1.00 1.10
Design data processing systems
Design data security systems
Optimize software performance
Write computer programs or code
Design software applications
Apply user experience to application design
Design software or user interface
Assist users with software or hardware problems
Debug computer programs, software, or systems
Maintain complex computer databases
Maintain computer software or code
Solve software problems
Develop complex computer databases
Develop simple financial data repositories or databases
Develop simple informational data repositories or databases
Develop simple operational data repositories
Troubleshoot computer database problems
Define website architectures
Develop accessible web interfaces
Develop applications to access data warehouses
Computer Programming: Primary Work Activities
Fit with Job
Low Fit with Job High
Source: SkillsEngine, Gray’s Program Evaluation System
CIPs: Computer Programming, General (11.0201)
617.366.2838 www.GrayAssociates.com 25
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Computer Programming: Program Scorecard
617.366.2838 www.GrayAssociates.com 26
GRAY
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Email: Sales@GrayAssociates.com
Computer Programming: Market Rank
617.366.2838 www.GrayAssociates.com 27
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Computer Programming: San Francisco, CA Market Scorecard
617.366.2838 www.GrayAssociates.com 28
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Computer Programming: Canton, OH Market Scorecard
617.366.2838 www.GrayAssociates.com 29
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
CBSA30s By Overall Score Percentile
617.366.2838 www.GrayAssociates.com 30
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Agenda
1. Student Demand Trends: Inquiries, Conversions, and Searches
1. National
2. Online and On-Campus
3. City and Program
2. Program of the Month: Computer Programming
3. Case Study on Geo-targeting by Enrollment Builders
4. Summary
Jennifer	Goode
www.EnrollmentBuilders.com
Jennifer.Goode@enrollmentbuilders.com
Phone: 859.963.3851
Developing a Geo-targeting Strategy that Drives
Incremental Growth at the Program Level
Regional Targeting: Owned Markets
• Google	AdWords
• Google	Analytics
• Google	Search	Console
• Review	of	Existing	CRM/SIS	Student	
Data
Growth: Earned Markets
• Employment	Gaps
• Student	Demand
• Employer	Requirements
• Demographics
• Competition
Developing a Geo-targeting Strategy that Drives
Incremental Growth at the Program Level
Relative	Positioning
Earned	Market	Strategy Build,	Measure,	and	Learn
Establish	Program-
Specific	National	and	
Regional	Benchmarks		
Develop	Individual	
Geographic	Market	
Strategy
Leverage	Market	Data	to	
Accelerate	Incremental	
Growth
Identify	Program	Benchmarks
Compare markets to these
benchmarks
Identify areas that stand out
against benchmarks for
incremental growth
Achieve accelerated and
incremental growth
Computer Programming - National
Validating	an	underserved	“gap”	by	market
• 70%	of	job	postings	require	a	BA
• 47%	of	the	completions	nationally	are				
for	BA
• Only	18%	of	completions	are	for	BA,	
81%	are	for	AA	and	BA
Computer Programming - National
Look	for	a	competition	“gap”	in	Google
• Google	AdWords is	an	open	auction.
• More	“bidders”	for	particular	programs	
drive	up	price.
Computer Programming - National
• CPC	$8
• .51	Competitive	Index
• Google	Search	Demand
Computer Programming - San Francisco
Validating	an	underserved	“gap”	in	the	
market	to	find	marketing	opportunity
• 67%	of	job	postings	require	a	BA
• Only	4%	of	completions	are	for	BA,	81%	
for	Certificate
Computer Programming - San Francisco
Look	for	a	competition	“gap”	in	Google
• Google	AdWords is	an	open	auction.
• More	“bidders”	for	particular	programs	
drive	up	price.
Computer Programming - San Francisco
• CPC	$9
• .53	Competitive	Index
• Google	Search	Demand	2,254
Computer Programming - San Francisco
Look	for	a	competition	“gap”	in	Google
• Google	AdWords is	an	open	auction.
• More	“bidders”	for	particular	programs	
drive	up	price
Computer Programming - San Francisco
• CPC	$9
• .53	Competitive	Index
Earned Versus Owned Design
Owned Markets
Earned Markets
Incremental Growth
● Reach beyond your own backyard
● Data-driven strategy identifying strategic
opportunities
One Year Test
50% regional of media 50% across national
markets of interest:
● Low CPC
● Low Competition
● High Student Demand
Targeting Strategy Results | 1 - Year
Clicks Impressions CTR Avg.
CPC
Cost Inquiries CPI Conv. rate Starts Cost Per Start
22,249 3,156,381 0.70% $14.69 $326,894.57 1,195 $273.55 5% 89 $3,672.97
Clicks Impressions CTR Avg.
CPC
Cost Inquiries CPI Conv. rate Starts Cost Per Start
29,761 3,088,807 0.96% $10.93 $325,141.35 1,804 $180.23 6.06% 192 $1,693.44
Google AdWords/CRM Data
National Geotargeting: Earned Markets
Regional Strategy: Owned Market
$2,320 blended cost per deposit
Optimize and analyze success metrics differently
617.366.2838 www.GrayAssociates.com 41
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Agenda
1. Student Demand Trends: Inquiries, Conversions, and Searches
1. National
2. Online and On-Campus
3. Degree Level
4. City and Program
2. Program of the Month: Computer Programming
3. Program Marketing: Enrollment Builders
4. Summary
617.366.2838 www.GrayAssociates.com 42
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Key Demand Trends and Observations
§ The overall inquiry volumes are flat.
§ Conversions are declining.
─ August conversions dropped 8%.
§ Online programs led the growth`.
─ Inquiries for online programs grew 4%.
§ On-ground continued a rapid decline.
─ Inquiries for on-ground fell 7%.
─ Conversions dropped 21%.
§ Gray’s Program Evaluation System is an increasingly robust tool.
─ Multiple data sources on student demand, employment, and competition
─ Now includes data on employer needs, including work activities and tools
617.366.2838 www.GrayAssociates.com 43
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Questions and Contacts
Please feel free to contact:
Bob Atkins
CEO
Gray Associates, Inc.
Bob.Atkins@GrayAssociates.com
@Gray_Associates
617.366.2836
617.366.2838 www.GrayAssociates.com 44
GRAY
For more information please contact Gray Associates.
Email: Sales@GrayAssociates.com
Upcoming Gray Associates’ Webcast
Please join us next month!
April Webcast
(March Results)
Thursday, April 19th at 2:00 PM EDT

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2018 February GrayReports - Demand Trends for Higher Education

  • 1. GRAYREPORTS Demand for Higher Education Programs www.GrayAssociates.com Results through February 2018
  • 2. 617.366.2838 www.GrayAssociates.com 2 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Who Is Gray? Program and Market Evaluation Data Employment Placement Rates Student Demand Demographics Wages Programs Price ProjectsPlace § Program Evaluation System § Program profiles § Program location § Market selection § Location selection § Campus consolidation § Price elasticity § Price positioning § Price optimization § Business strategy § Strategy implementation § Complex analytics Advanced Analytics Predictive Models Geo-Analytics Clients: Higher Education Institutions and Stakeholders Competition Employer Requirements X- walk+
  • 3. 617.366.2838 www.GrayAssociates.com 3 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Agenda 1. Student Demand Trends: Inquiries, Conversions, and Searches 1. National 2. Online and On-Campus 3. City and Program 2. Program of the Month: Computer Programming 3. Case Study on Geo-targeting by Enrollment Builders 4. Summary
  • 4. 617.366.2838 www.GrayAssociates.com 4 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com 0 100,000 200,000 300,000 400,000 500,000 600,000 700,000 800,000 900,000 1,000,000 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec National Inquiries All Programs and Award Levels 2016 2017 2018 Overall Student Inquiries (All Sources) Total inquiry volumes have been declining for several years. § Declining unemployment rate § Falling interest in post-secondary education § Marketers shifting away from paid inquiries Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
  • 5. 617.366.2838 www.GrayAssociates.com 5 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com 0 100,000 200,000 300,000 400,000 500,000 600,000 700,000 800,000 900,000 1,000,000 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec National Inquiries All Programs and Award Levels 2016 2017 2018 Overall Student Inquiries (All Sources) Inquiries decreased an average of 10% year-over-year in 2017. -10% Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
  • 6. 617.366.2838 www.GrayAssociates.com 6 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com 0 100,000 200,000 300,000 400,000 500,000 600,000 700,000 800,000 900,000 1,000,000 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec National Inquiries All Programs and Award Levels 2016 2017 2018 Overall Student Inquiries (All Sources) The long and steep decline in inquiry volume may be coming to an end. § January volume rose 3% year-over-year. § February reached last year’s volume. +0% Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
  • 7. 617.366.2838 www.GrayAssociates.com 7 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com 80 90 100 110 120 130 140 150 160 Q1 2014 Q2 2014 Q3 2014 Q4 2014 Q1 2015 Q2 2015 Q3 2015 Q4 2015 Q1 2016 Q2 2016 Q3 2016 Q4 2016 Q1 2017 Q2 2017 Q3 2017 Q4 2017 Overall Inquiry Conversion Rates: Trends (Indexed to Q1 2014) Inquiry to Application: Overall Conversion Rates In 2017, conversion rates were well above our 2014 baseline. § Q3 2017 beat the baseline by 51%. § Q4 2017 regressed, but still beat the baseline by 23%. It will likely improve a little as stragglers convert. 1. Applications are counted in the month in which the inquiry is received (i.e., an inquiry that is received in January and converts in March is counted as a January inquiry). Typically, the application rate will rise for three months or more after the month in which the inquiries were received. 2. Total includes unknown source type. +51 Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
  • 8. 617.366.2838 www.GrayAssociates.com 8 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Overall Student Inquiry Conversions (All Sources) For November 2017 inquiries, total conversions are down 8% year-over-year. § October 2017 beat 2016 levels by 14%. § December 2017 and January 2018 are currently down 14% and 16% year-over-year, but are likely to close this gap as they continue to mature. 1. Applications are counted in the month in which the inquiry was received (i.e., an inquiry that is received in January and converts in March will be counted as a January inquiry). Typically, the application rate will rise for at least three months after the month in which the inquiries were received. 0 5,000 10,000 15,000 20,000 25,000 30,000 35,000 40,000 45,000 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Total Inquiry Conversions All Programs and Award Levels 2016 2017 2018 -8% YoY Immature Months1 Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
  • 9. 617.366.2838 www.GrayAssociates.com 9 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec 2016 $45.11 $45.91 $44.79 $44.85 $42.47 $44.97 $44.39 $44.53 $45.13 $44.77 $44.89 $45.49 2017 $45.38 $45.28 $45.50 $45.38 $45.52 $45.79 $45.23 $44.57 $45.09 $46.08 $45.92 $46.73 2018 $47.25 46.78 - - - - - - - - - - $30 $32 $34 $36 $38 $40 $42 $44 $46 $48 $50 Average Price per Inquiry for PPI All Programs and Award Levels Average Price for Pay-per-Inquiry For 11 out of the past 12 months, the average price paid per inquiry has risen year-over-year. § For the last three months, prices have been over $46.00. § In February, prices rose 3.3% year-over-year to $46.78. Note: PPI means “Pay per Inquiry.” Inquiry price is the average price per inquiry from PPI. Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System +3.3% YoY
  • 10. 617.366.2838 www.GrayAssociates.com 10 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Student Inquiries: 10 Largest Inquiry Budgets 1.00 0.70 0.47 0.43 0.38 0.36 0.33 0.26 0.21 0.20 0.00 0.20 0.40 0.60 0.80 1.00 Business Administration and Management Medical/Clinical Assistant Health/Health Care Administration Psychology, General Medical Insurance Coding Specialist Web Page, Digital/Multimedia Design Medical Office Assistant/Specialist HVAC Graphic Design Medical Insurance Specialist 10 Largest Inquiry Budgets (February 2018) Business Administration has the highest spending on inquiries. Index to Max Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
  • 11. 617.366.2838 www.GrayAssociates.com 11 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com In February, year-over-year spending increased for 6 of the 10 programs with the largest budgets. Student Inquiries: Budget Spending for 10 Largest Programs § The program with the largest budget, Business Administration, decreased 2% year-over-year. % Change YoY Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System 41% 40% 36% 35% 16% 1% -2% -15% -17% -21% -45% -35% -25% -15% -5% 5% 15% 25% 35% 45% 55% Health/Health Care Administration Medical Insurance Coding Specialist Psychology, General Web Page, Digital/Multimedia Design. Graphic Design HVAC Business Administration and Management Medical/Clinical Assistant Medical Insurance Specialist/Medical Biller Medical Office Assistant/Specialist February 2018 Inquiry Budget Trends 10 Programs With the Largest Budgets
  • 12. 617.366.2838 www.GrayAssociates.com 12 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Agenda 1. Student Demand Trends: Inquiries, Conversions, and Searches 1. National 2. Online and On-Campus 3. City and Program 2. Program of the Month: Computer Programming 3. Case Study on Geo-targeting by Enrollment Builders 4. Summary
  • 13. 617.366.2838 www.GrayAssociates.com 13 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com 0 50,000 100,000 150,000 200,000 250,000 300,000 350,000 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Inquiries Inquiries for Online Programs All Programs and Award Levels 2016 2017 2018 Inquiries for Online Programs Education Industry Inquiries: YOY Percent ChangeOn average, student demand for online programs grew 5% year-over-year in 2017. +5% Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
  • 14. 617.366.2838 www.GrayAssociates.com 14 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Inquiries for Online Programs Education Industry Inquiries: YOY Percent ChangeInquiries for online programs jumped 4% year-over-year in February. 0 50,000 100,000 150,000 200,000 250,000 300,000 350,000 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Inquiries Inquiries for Online Programs All Programs and Award Levels 2016 2017 2018 +4% Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
  • 15. 617.366.2838 www.GrayAssociates.com 15 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Inquiries for On-Campus Programs On average, student demand for on-campus programs fell 14% year-over-year in 2017. 2012 0 50,000 100,000 150,000 200,000 250,000 300,000 350,000 400,000 450,000 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Inquiries Inquiries for On-Campus Programs All Programs and Award Levels 2016 2017 2018 -14% Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
  • 16. 617.366.2838 www.GrayAssociates.com 16 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Inquiries for On-Campus Programs In February, inquiries for on-campus programs dropped 7% year-over-year. 2012 0 50,000 100,000 150,000 200,000 250,000 300,000 350,000 400,000 450,000 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Inquiries Inquiries for On-Campus Programs All Programs and Award Levels 2016 2017 2018 -7% YoY Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
  • 17. 617.366.2838 www.GrayAssociates.com 17 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Agenda 1. Student Demand Trends: Inquiries, Conversions, and Searches 1. National 2. Online and On-Campus 3. City and Program 2. Program of the Month: Computer Programming 3. Case Study on Geo-targeting by Enrollment Builders 4. Summary
  • 18. 617.366.2838 www.GrayAssociates.com 18 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Student Inquiries: The Big 5 Cities In February 2018, the decline slowed in The Big 5 Cities, but each still fell year-over year. § Houston was down the most this month (-6%), after falling 13% YOY in January. -17% -22% -17% -19% -28% -4% -4% -4% -5% -6% -40% -30% -20% -10% 0% 10% New York, NY Chicago, IL Philadelphia, PA Los Angeles, CA Houston, TX Five Cities With the Most Inquiries Since January 2012 Year-over-Year Change in February Inquiries 2017 YoY % Change 2018 YoY % Change Note: The market for each city is defined as a 15-mile radius around the population center of its CBSA. Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
  • 19. 617.366.2838 www.GrayAssociates.com 19 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com The Big 5 Programs: February Growth Year-over-Year Four out of The Big 5 Programs fell in February. 51% -1% -1% -3% -13%-20% -10% 0% 10% 20% 30% 40% 50% 60% Healthcare Administration Registered Nursing Business Administration Criminal Justice Medical Assistant Five Largest Programs Since January 2012 Year-over-Year Change in February Inquiries 2018 YoY % Change
  • 20. 617.366.2838 www.GrayAssociates.com 20 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com 185% 181% 134% 97% 86% 0% 50% 100% 150% 200% Electrical Engineering Management Science Computer Programming Cybersecurity Game/Media Design The Fast 5 Programs Year-over-Year Change in February Inquiries 2018 YoY % Change The Fast 5 Programs: The Higher Education Programs with the Fastest Inquiry Growth All five of the fastest-growing programs1 grew more than 80%. § Computer Programming and Cybersecurity are repeats from last month. 1. Includes the 75 programs with the highest volume since January 2012. Source: GrayReports – Inquiry Trends, Gray’s Program Evaluation System
  • 21. 617.366.2838 www.GrayAssociates.com 21 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Agenda 1. Student Demand Trends: Inquiries, Conversions, and Searches 1. National 2. Online and On-Campus 3. City and Program 2. Program of the Month: Computer Programming 3. Case Study on Geo-targeting by Enrollment Builders 4. Summary
  • 22. 617.366.2838 www.GrayAssociates.com 22 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Computer Programming: Salary Salaries are typically more than $75,000 for Computer Programmer-related jobs. 529 544 1,495 3,838 0 500 1,000 1,500 2,000 2,500 3,000 3,500 4,000 4,500 Less than $35,000 $35,000 to $49,999 $50,000 to $74,999 More than $75,000 Salary Distribution (Advertised) § The mean salary is $84,000. § The median salary is $83,000. Note: Most job postings do not include salary data. Number of Postings Citing the Salary Level Source: Burning Glass Technologies, Labor Insight™ Real-Time Labor Market Information Tool, http://www.burning-glass.com 2018. March 1, 2017-February 28, 2018 SOC Code 15-1131 (Computer Programmers) was used in this analysis.
  • 23. 617.366.2838 www.GrayAssociates.com 23 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Computer Programming: Education (Minimum Advertised) Among job postings that specify education, over 80% cite a Bachelor’s degree. 18% 6% 72% 2% 2% 0% 10% 20% 30% 40% 50% 60% 70% 80% High school or vocational training Associate's degree Bachelor's degree Master's degree Doctoral degree Most Frequently Cited Minimum Education Source: Burning Glass Technologies, Labor Insight™ Real-Time Labor Market Information Tool, http://www.burning-glass.com 2018. March 1, 2017-February 28, 2018 SOC Code 15-1131 (Computer Programmers) was used in this analysis.
  • 24. 617.366.2838 www.GrayAssociates.com 24 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Computer Programming: Employer Requirements 0.99 0.99 0.99 0.99 0.81 0.71 0.71 0.67 0.67 0.67 0.67 0.67 0.63 0.63 0.63 0.63 0.56 0.53 0.53 0.53 0.00 0.10 0.20 0.30 0.40 0.50 0.60 0.70 0.80 0.90 1.00 1.10 Design data processing systems Design data security systems Optimize software performance Write computer programs or code Design software applications Apply user experience to application design Design software or user interface Assist users with software or hardware problems Debug computer programs, software, or systems Maintain complex computer databases Maintain computer software or code Solve software problems Develop complex computer databases Develop simple financial data repositories or databases Develop simple informational data repositories or databases Develop simple operational data repositories Troubleshoot computer database problems Define website architectures Develop accessible web interfaces Develop applications to access data warehouses Computer Programming: Primary Work Activities Fit with Job Low Fit with Job High Source: SkillsEngine, Gray’s Program Evaluation System CIPs: Computer Programming, General (11.0201)
  • 25. 617.366.2838 www.GrayAssociates.com 25 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Computer Programming: Program Scorecard
  • 26. 617.366.2838 www.GrayAssociates.com 26 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Computer Programming: Market Rank
  • 27. 617.366.2838 www.GrayAssociates.com 27 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Computer Programming: San Francisco, CA Market Scorecard
  • 28. 617.366.2838 www.GrayAssociates.com 28 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Computer Programming: Canton, OH Market Scorecard
  • 29. 617.366.2838 www.GrayAssociates.com 29 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com CBSA30s By Overall Score Percentile
  • 30. 617.366.2838 www.GrayAssociates.com 30 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Agenda 1. Student Demand Trends: Inquiries, Conversions, and Searches 1. National 2. Online and On-Campus 3. City and Program 2. Program of the Month: Computer Programming 3. Case Study on Geo-targeting by Enrollment Builders 4. Summary
  • 32. Developing a Geo-targeting Strategy that Drives Incremental Growth at the Program Level Regional Targeting: Owned Markets • Google AdWords • Google Analytics • Google Search Console • Review of Existing CRM/SIS Student Data Growth: Earned Markets • Employment Gaps • Student Demand • Employer Requirements • Demographics • Competition
  • 33. Developing a Geo-targeting Strategy that Drives Incremental Growth at the Program Level Relative Positioning Earned Market Strategy Build, Measure, and Learn Establish Program- Specific National and Regional Benchmarks Develop Individual Geographic Market Strategy Leverage Market Data to Accelerate Incremental Growth Identify Program Benchmarks Compare markets to these benchmarks Identify areas that stand out against benchmarks for incremental growth Achieve accelerated and incremental growth
  • 34. Computer Programming - National Validating an underserved “gap” by market • 70% of job postings require a BA • 47% of the completions nationally are for BA • Only 18% of completions are for BA, 81% are for AA and BA
  • 35. Computer Programming - National Look for a competition “gap” in Google • Google AdWords is an open auction. • More “bidders” for particular programs drive up price. Computer Programming - National • CPC $8 • .51 Competitive Index • Google Search Demand
  • 36. Computer Programming - San Francisco Validating an underserved “gap” in the market to find marketing opportunity • 67% of job postings require a BA • Only 4% of completions are for BA, 81% for Certificate
  • 37. Computer Programming - San Francisco Look for a competition “gap” in Google • Google AdWords is an open auction. • More “bidders” for particular programs drive up price. Computer Programming - San Francisco • CPC $9 • .53 Competitive Index • Google Search Demand 2,254
  • 38. Computer Programming - San Francisco Look for a competition “gap” in Google • Google AdWords is an open auction. • More “bidders” for particular programs drive up price Computer Programming - San Francisco • CPC $9 • .53 Competitive Index
  • 39. Earned Versus Owned Design Owned Markets Earned Markets Incremental Growth ● Reach beyond your own backyard ● Data-driven strategy identifying strategic opportunities One Year Test 50% regional of media 50% across national markets of interest: ● Low CPC ● Low Competition ● High Student Demand
  • 40. Targeting Strategy Results | 1 - Year Clicks Impressions CTR Avg. CPC Cost Inquiries CPI Conv. rate Starts Cost Per Start 22,249 3,156,381 0.70% $14.69 $326,894.57 1,195 $273.55 5% 89 $3,672.97 Clicks Impressions CTR Avg. CPC Cost Inquiries CPI Conv. rate Starts Cost Per Start 29,761 3,088,807 0.96% $10.93 $325,141.35 1,804 $180.23 6.06% 192 $1,693.44 Google AdWords/CRM Data National Geotargeting: Earned Markets Regional Strategy: Owned Market $2,320 blended cost per deposit Optimize and analyze success metrics differently
  • 41. 617.366.2838 www.GrayAssociates.com 41 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Agenda 1. Student Demand Trends: Inquiries, Conversions, and Searches 1. National 2. Online and On-Campus 3. Degree Level 4. City and Program 2. Program of the Month: Computer Programming 3. Program Marketing: Enrollment Builders 4. Summary
  • 42. 617.366.2838 www.GrayAssociates.com 42 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Key Demand Trends and Observations § The overall inquiry volumes are flat. § Conversions are declining. ─ August conversions dropped 8%. § Online programs led the growth`. ─ Inquiries for online programs grew 4%. § On-ground continued a rapid decline. ─ Inquiries for on-ground fell 7%. ─ Conversions dropped 21%. § Gray’s Program Evaluation System is an increasingly robust tool. ─ Multiple data sources on student demand, employment, and competition ─ Now includes data on employer needs, including work activities and tools
  • 43. 617.366.2838 www.GrayAssociates.com 43 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Questions and Contacts Please feel free to contact: Bob Atkins CEO Gray Associates, Inc. Bob.Atkins@GrayAssociates.com @Gray_Associates 617.366.2836
  • 44. 617.366.2838 www.GrayAssociates.com 44 GRAY For more information please contact Gray Associates. Email: Sales@GrayAssociates.com Upcoming Gray Associates’ Webcast Please join us next month! April Webcast (March Results) Thursday, April 19th at 2:00 PM EDT