2015 december grayreports - student demand trends

39
GRAYREPORTS Demand for Higher Education Programs www.GrayAssociates.com Results through December 2015

Upload: gray-associates-inc

Post on 17-Jan-2017

292 views

Category:

Education


0 download

TRANSCRIPT

Page 1: 2015 December GrayReports - Student Demand Trends

GRAYREPORTS Demand for Higher Education Programs

www.GrayAssociates.com

Results through December 2015

Page 2: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 2

GRAY For more information please contact Gray Associates. Email: [email protected]

Who Is Gray?

GrayData

Completions

Enrollment Pricing Employment BLS/O*NET

Placement Rates Gray Research

Student Inquiries GrayReports

Demographics US Census

Job Postings WANTED Analytics

Students Programs Strategy Locations §  Demographic priorities §  Geo-priorities §  Market share

§  City selection §  Location selection §  Relocation analysis §  Consolidation

§  Program selection §  Program development §  Curriculum enhancement §  Market reports

§  Business strategy §  Strategy implementation §  Pricing §  Outcome improvement

Advanced Analytics Predictive Models

Geo-Analytics

Clients: Higher Education Institutions and Stakeholders

Competition (IPEDS)

Program Evaluation System

§  Custom Scoring

§  Scorecards

-  By Program

-  By Market

-  100+ Markets

-  800+ Programs

Page 3: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 3

GRAY For more information please contact Gray Associates. Email: [email protected]

What is GrayReports?

GrayReports tracks demand for higher education.

§  Today’s webinar and monthly industry trend reports are free. §  Paid subscribers receive custom monthly reports for their markets and programs. §  Paid subscribers also have online access to detailed data for their programs and markets.

Over 43 million qualified inquiries January 2012 to the present

Over 700,000 new inquiries in November 2015 Over 200 programs with over 10,000 inquiries

Over 300 cities with over 10,000 inquiries

Page 4: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 4

GRAY For more information please contact Gray Associates. Email: [email protected]

Key Demand Trends and Observations

Year-over-year, demand for higher education programs was flat in December.

§  In December, inquiries for higher education programs were flat.

§  For the full year 2015, inquiries for higher education dropped 2.9%.

§  Major segments did grow, but more slowly than in prior months. ─ Branded inquiries: +10% (down from over 20%) ─ Online programs: +2% (down from 41% in November) ─ Doctoral Degrees: +52% ─ Master’s degrees: +70%

§  Inquiries for on-campus programs dropped 8.3%.

§  We can now pinpoint growth opportunities by program and market.

Page 5: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 5

GRAY For more information please contact Gray Associates. Email: [email protected]

Agenda

1.  National Inquiry Trends

2.  Inquiries and Conversions: Online vs. On-Campus Programs

3.  Views by Program and Segment

4.  Educators Serving Educators – Competency-Based Education

5.  Summary

Page 6: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 6

GRAY For more information please contact Gray Associates. Email: [email protected]

Overall Student Inquiries (All Sources)

December inquiry volume was flat year-over-year, after three months of growth.

§  As usual, December had the lowest monthly inquiry volume. §  Despite a strong finish in 2015, total annual inquiries for higher education fell 2.9%.

-

200,000

400,000

600,000

800,000

1,000,000

1,200,000

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

National Inquiries All Programs and Award Levels 2014 2015

-0.55% YOY

Page 7: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 7

GRAY For more information please contact Gray Associates. Email: [email protected]

Branded Inquiries: Overall Results

2015 branded inquiries for higher education rose year-over year in all but three months (May, June, July).

§  October and November both increased more than 25% year-over-year.

§  December “slowed” to 10% growth year-over-year. §  Total annual branded inquires grew 7.1% in 2015.

0

50,000

100,000

150,000

200,000

250,000

300,000

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

National Branded Inquiries All Programs and Award Levels 2014 2015

10% YoY

Page 8: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 8

GRAY For more information please contact Gray Associates. Email: [email protected]

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.

3.4%

2.8% 2.5%

2.0% 2.8%

2.5%

1.8%

0.0%

0.5%

1.0%

1.5%

2.0%

2.5%

3.0%

3.5%

4.0%

4.5%

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

Education Industry Conversion Rates 2014 2015 Average Immature Conversion Rate

Inquiry to Application: Conversion Rates

Conversion rates in our sample appear to be stabilizing, somewhat below last year.

§  September finished slightly above the 2015 average of 3.3%. §  October conversion rates will likely finish at the 2015 average, but well below last year’s 4.4%. §  December started 10% above the norm, and may beat the 2015 average and last year.

Immature Months1

2015 Mature Month Average: 3.3%

Page 9: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 9

GRAY For more information please contact Gray Associates. Email: [email protected]

Average Price for Pay-per-Lead Inquiries

After two years of increases, the average price for pay-per-lead inquiries also seems to be stabilizing. §  For the year 2015, the average price for a pay-per-lead inquiry rose to $44.27.

─  The average price in 2014 was $43.35, in 2013 it was $40.04.

§  For the last six months, the average price per inquiry was $44.90. §  During this period, monthly variation has been less than 35¢.

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec 2014 $42.27 $42.17 $42.09 $42.48 $40.95 $44.26 $44.26 $44.01 $45.35 $45.42 $44.79 $42.18 2015 $43.11 $43.52 $43.72 $43.63 $44.04 $43.75 $45.07 $44.75 $45.24 $44.94 $44.68 $44.75

$30

$32

$34

$36

$38

$40

$42

$44

$46

$48

Average Price per Inquiry for PPI All Programs and Award Levels

Note: PPI means “Pay per Inquiry.” Inquiry price is the average price per inquiry from PPI.

Page 10: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 10

GRAY For more information please contact Gray Associates. Email: [email protected]

Agenda

1.  National Inquiry Trends

2.  Inquiries and Conversions: Online vs. On-Campus Programs

3.  Views by Program and Segment

4.  Educators Serving Educators – Competency-Based Education

5.  Summary

Page 11: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 11

GRAY For more information please contact Gray Associates. Email: [email protected]

Inquiries for Online Programs Education Industry Inquiries: YOY Percent Change December demand for online programs finished just 2% ahead of 2015 – the 4th straight month of growth.

§  After a very strong second half of 2015, total annual online inquiries finished 3% ahead of 2014. ─  Through the 1st half of 2015 (Jan – June), online inquiries trailed 2014 levels by 5.3%. ─  In the second half of 2015, online inquiries surpassed 2014 levels by 13.1%.

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

2014 2015

2% YoY

Page 12: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 12

GRAY For more information please contact Gray Associates. Email: [email protected]

Student Inquiry Conversions for Online Programs

For the second consecutive month, online applications for higher education are up at least 20%.

§  September matured a remarkable 28% ahead of 2014. §  October and November, although immature, are already ahead of year-ago levels.

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 1,000 2,000 3,000 4,000 5,000 6,000 7,000 8,000 9,000

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

Inquiry Conversions for Online Programs All Programs and Award Levels

2014 2015

Immature Months1 28% YoY

Page 13: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 13

GRAY For more information please contact Gray Associates. Email: [email protected]

Inquiries for On-Campus Programs

Inquiries for on-campus academic programs fell 8.3% in December 2015.

§  2015 full-year inquiries for on-campus academic programs dropped 9.9% below 2014. §  May was the worst month with a drop of 25%. §  October and November grew slightly, but December’s 8.3% drop reversed the trend.

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-Ground Programs All Programs and Award Levels

2014 2015

-8.3% YoY

Page 14: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 14

GRAY For more information please contact Gray Associates. Email: [email protected]

Student Inquiry Conversions for On-Campus Programs

September conversions for on-campus higher-education programs matured 35% below 2014. §  Among immature months:

─  October 2015 will finish well behind a very strong October 2014. ─  November and December could meet or beat last year.

0 2,000 4,000 6,000 8,000

10,000 12,000 14,000 16,000 18,000 20,000

Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec

Inquiry Conversions for On-Ground Programs All Programs and Award Levels

2014 2015

Immature Months1

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.

-35% YOY

Page 15: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 15

GRAY For more information please contact Gray Associates. Email: [email protected]

Agenda

1.  National Inquiry Trends

2.  Inquiries and Conversions: Online vs. On-Campus Programs

3.  Views by Program and Segment

4.  Educators Serving Educators – Competency-Based Education

5.  Summary

Page 16: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 16

GRAY For more information please contact Gray Associates. Email: [email protected]

The Big 5 Programs: December Growth

In December, only two of the Big 5 Programs in higher-education grew. §  Registered Nursing grew 67%. It was the the fastest-growing academic program among the Big 5.

§  Year-over-year, Criminal Justice was up 57%, but remains 78% below the 2012 peak. §  Three of the Big 5 Programs fell over 10%.

29%

-83%

-26% -23%

8%

67% 57%

-12% -13% -31%

-100%

-80%

-60%

-40%

-20%

0%

20%

40%

60%

80%

Registered Nursing Criminal Justice/Police Science

Medical/Clinical Assistant Business Administration and Management

Health Care Administration

Demand for Higher Education Year-over-Year Change in December Inquiries

Five Largest Programs Since January 2012

2014 YoY % Change 2015 YoY % Change

Page 17: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 17

GRAY For more information please contact Gray Associates. Email: [email protected]

-30% -17% -22%

29%

-37%

166% 165% 129%

67% 63%

-120%

-70%

-20%

30%

80%

130%

180%

230%

280%

Medical Insurance Coding Specialist

Educational Leadership and Administration

Music Registered Nursing Liberal Arts and Sciences

The Fast 5 December Year-over-Year Change Inquiries

2014 YoY % Change 2015 YoY % Change

The Fast 5 Programs: The Higher Education Programs with the Fastest Inquiry Growth

Among the Fast 5 Programs, Registered Nursing replaced Computer and Information Sciences. §  Registered Nursing was the only newcomer to the Fast 5 Programs this month. §  Demand more than doubled for three of the Fast 5: Medical Insurance Coding, Educational Leadership and

Administration, and Music.

1.  Includes only the top 75 programs (ranked on total inquiry volume since January 2012). Minimum of 1,000 inquiries in 2014.

Page 18: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 18

GRAY For more information please contact Gray Associates. Email: [email protected]

Finding the Sweet Spot

The best market for a program has strong student demand and employment, with limited competition.

Student Demand

Completions: Unit Volume

Inquiry Growth: Unit Growth

Industry Inquiries

Inquiry Growth: % Change

Completions: Unit Growth

Employment

Placement Rates Wages

Job Growth

Job Openings

Jobs per Graduate

Competitive Intensity

Completions per Capita

Competitor Mix (e.g., Public vs. For-Profit)

Number of Competitors

Cost per Inquiry

Page 19: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 19

GRAY For more information please contact Gray Associates. Email: [email protected]

Best Markets for the Fastest Growing Program

Using Gray’s scoring system, California has 5 of the top 8 markets for Medical Insurance Coding. §  With overall scores of 19, Napa, CA and Thousand Oaks, CA scored the highest. §  All eight markets had very strong student demand and sound employment opportunities.

1.  Includes only the top 120 markets (ranked on population). A market is defined as a 30 mile radius around the population weighted center of a CBSA.

Scoring Categories

Student Demand

Employment

Competitive Intensity

Overall Score Market1

Best Markets Highest-Scoring Markets for Medical Insurance Coding

Page 20: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 20

GRAY For more information please contact Gray Associates. Email: [email protected]

Top Market for the Fastest Growing Program

Napa, CA show strong student demand growth and low competition.

Page 21: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 21

GRAY For more information please contact Gray Associates. Email: [email protected]

Student Inquiries: The Big 5 Cities

Houston remained number one among the Big 5 Cities for student inquiries into higher education. §  Houston was the only city, among the Big Five Cities, to realize positive year-over-year growth. §  Philadelphia and New York both slipped around 10% in December of 2015. §  Chicago and Los Angeles declined over 20%.

-17% -20%

-23% -27%

-23%

6%

-8%

-13%

-20% -22%

-30%

-20%

-10%

0%

10%

Houston, TX Philadelphia, PA New York, NY Chicago, IL Los Angeles, CA

Year-over-Year Change in December Inquiries Top Five Cities for Inquiries Since January 2012

2014 YoY % Change 2015 YoY % Change

Note: The market for each city is defined as a 15-mile radius around the population center of its CBSA.

Page 22: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 22

GRAY For more information please contact Gray Associates. Email: [email protected]

The Fast 5 Cities for All Inquiries

Seattle, WA outpaced Wichita, KS to remain the fastest-growing city for higher-education inquiries.

§  Wichita, Boston, and Minneapolis were all newcomers to the list in December, 2015. §  New Orleans, LA joined the Fast 5 Cities in September, and has remained in the Fast 5 Cities ever since.

1. Includes only the top 75 cities by inquiry volume since January 2012. Data includes a 15-mile radius from the center of the CBSA.

-32%

-8%

-33%

-53%

-43%

28% 27% 22% 21% 19%

-60%

-50%

-40%

-30%

-20%

-10%

0%

10%

20%

30%

40%

Seattle, WA Wichita, KS Boston, MA Minneapolis, MN New Orleans, LA

Year-over-Year Change in December Inquiries Five Fastest-Growing Cities for All Inquiries

2014 YoY % Change 2015 YoY % Change

Page 23: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 23

GRAY For more information please contact Gray Associates. Email: [email protected]

Top Programs for the Fastest Growing Market

Computer Engineering received the highest score in Seattle-Tacoma, WA in this generic scoring system. §  Dental Assisting and Management Science followed with scores of 19 and 18, respectively.

Page 24: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 24

GRAY For more information please contact Gray Associates. Email: [email protected]

Top Program for the Fastest Growing Market

Computer Engineering has growing student demand and good job market potential.

Page 25: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 25

GRAY For more information please contact Gray Associates. Email: [email protected]

-23% -7%

0% 8% 9%

23% 27%

29% 52%

70%

-25% -15% -5% 5% 15% 25% 35% 45% 55% 65% 75%

Unknown Degree Associate's Campus External Certificate Bachelor's Online Branded Doctorate Master's

Year-over-Year Percentage Change in Inquiries 2014 vs. 2015 (October – December)

Inquiry Volumes by Category – Trailing 3 Months

Demand for higher education continues to shift towards higher-level degrees.

§  Over the last three months, Associate’s degrees continue to be the only category of inquiries to experience a decline.

§  Online inquiry volumes have risen 27% while on-campus inquiry volumes are flat.

Page 26: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 26

GRAY For more information please contact Gray Associates. Email: [email protected]

Inquiry Volumes by Channel - Trailing 3 Months

Social Media enjoyed the fastest year-over-year inquiry growth of any channel.

§  Branded display channels declined 42% over the last three months. ─  Display channels were up 32% year-over-year in September, October, and November of 2015.

-42% -32%

-19% -14%

-2% 0%

11% 13% 18%

30% 41%

63% 188%

427%

-100% 0% 100% 200% 300% 400% 500%

Branded: Display Branded: Email External: Affiliate - PPC Branded: Referral External: PPL Branded: All Other Branded External: Affiliate Branded: Website Branded: PPC Branded: Interactive Branded: Organic Branded: Offline Media Branded: PPC - Inbound Call Branded: Social Media

Year-over-Year Percentage Change in Inquiries by Channel All Programs and Award Levels (October – December)

Page 27: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 27

GRAY For more information please contact Gray Associates. Email: [email protected]

Agenda

1.  National Inquiry Trends

2.  Inquiries and Conversions: Online vs. On-Campus Programs

3.  Views by Program and Segment

4.  Educators Serving Educators – Competency-Based Education

5.  Summary

Page 28: 2015 December GrayReports - Student Demand Trends

 Competency-­‐Based  Educa2on  

   

Susan  M.  Kryczka,  Ed.D                    

Page 29: 2015 December GrayReports - Student Demand Trends

What  is  Competency-­‐Based  Educa5on?    

“Competency-­‐based  educa2on  is  a  flexible  way  for  students  to  get  credit  for  what  they  know,  build  on  their  knowledge  and  skills  by  learning  more  at  their  own  pace,  and  earn  high  quality  degrees,  cer5ficates,  and  other  creden5als  that  help  them  in  their  lives  and  careers.  Students  in  these  programs  show  what  they  know  and  how  well  they  know  it  through  mul2ple  ways  of  evalua5ng  learning.  This  is  another  choice  for  learning  offered  at  many  ins2tu2ons,  through  a  variety  of  programs,  with  full  support  to  help  students  when  needed.”  

       

Page 30: 2015 December GrayReports - Student Demand Trends

Why?  A  Vision  for  Competency-­‐Based  Educa2on  

 CBE  enables  mo2vated  students  to  maximize  their  prior  experience  and  provides  a  pathway  to  the  workforce  by  focusing  on  skills  and  competencies  that  are  meaningful  to  employers.    

 

Page 31: 2015 December GrayReports - Student Demand Trends

Partners  ensure  competencies  are  meaningful  

•  Faculty  and  industry  experts  draO  competencies    

•  Industry  Advisors  validate  competencies  

•  Industry  Partners  help  develop  program  components  

•  Industry  is  part  of  program  review  process  

Page 32: 2015 December GrayReports - Student Demand Trends

Op2ons  -­‐  The  Excelsior  Academic  Model  

     

40+ YEARS

Evalua2on  and  Aggrega2on  of  Prior  

Learning  

PorSolio-­‐based  PLA  

Examina2ons  

Workforce/Military  Training  

Externally  Validated  Program  

Competencies  

Develop  competencies  

Develop  and  Review  Courses  &  Assessments  

Program  Review  

Mul2ple  Pathways  to  Degree  Comple2on  (Mix-­‐and-­‐Match)  

Online  Courses  

Credit  by  Exam  

External  Credit  

Integrated  Capstone  Experiences  

Founda2on  

Prac2ce  

Applica2on  

Page 33: 2015 December GrayReports - Student Demand Trends

Lessons  Learned  Area Questions We Received Mitigation and Pivots

Internal Communications

What is CBE and how is this model different from our current business model?

•  Walk and talk to stakeholders and leadership

•  Involve right stakeholders

•  Ensure alignment with mission

•  Highlight key differentiators –  Externally-validated competencies –  Enhanced capstone experiences –  Mixed-and-matched pathways

Program Operation

How do we implement a cutting-edge innovative model?

•  Be adaptable and flexible (things can change)

•  Understand effects on all business processes

•  Hire someone with PM experience

•  Leverage expertise of those before you

•  Establish rigorous program review

•  Innovate with a vision of the future model(s)

Course Design

How do we design a course with new technologies and multiple instructional design entities?

•  Involve all stakeholders from the beginning •  Create a shared vision of deliverables •  Pay attention to how the “parts” integrate •  Understand LMS and technology limitations •  Be adaptable and flexible •  Innovate with a vision of the future model(s)

Page 34: 2015 December GrayReports - Student Demand Trends

Model  Development  

   

•  Joined  in  2014,  one  of  ini2al  cohort  of  colleges  and  universi2es:  –  17  ins2tu2ons  and  two  public  systems  serving  42  campuses.    –  Funded  by  Lumina  Founda2on  –  Research-­‐and-­‐development  phase  to  provide  an  evidence-­‐based  approach  to  

advancing  high-­‐quality  competency-­‐based  educa2on  

•  Competency  Based  Educa2on  Network:            hbp://www.cbenetwork.org/  

•  Council  for  Adult  and  Experien2al  Learning  (CAEL):                            hbp://www.cael.org/what-­‐we-­‐do/competency-­‐based-­‐educa2on    

•  For  more  informa2on  on  CBE  contact:      Karina  Kogan  513-­‐255-­‐2720    or  [email protected]  

 

     

Page 35: 2015 December GrayReports - Student Demand Trends
Page 36: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 36

GRAY For more information please contact Gray Associates. Email: [email protected]

Agenda

1.  National Inquiry Trends

2.  Inquiries and Conversions: Online vs. On-Campus Programs

3.  Views by Program and Segment

4.  Educators Serving Educators – Competency-Based Education

5.  Summary

Page 37: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 37

GRAY For more information please contact Gray Associates. Email: [email protected]

Key Demand Trends and Observations

Inquiries for higher education appear to be stabilizing.

§  In December, total inquiry volumes were flat. §  Mature conversion rates show little change from month to month.

§  Inquiry prices have stabilized.

§  Fast growers remain branded, online, graduate degrees, and social. §  After some stability, inquires for on-campus programs fell.

§  We can now have pinpoint growth opportunities by program and market.

§  Competency-based education remains an opportunity.

Page 38: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 38

GRAY For more information please contact Gray Associates. Email: [email protected]

Upcoming Gray Associates’ Webinars

Please join us next month!

February Webinar (January Results)

Thursday, February 25th at 2:00 PM EDT

Page 39: 2015 December GrayReports - Student Demand Trends

617.366.2838 www.GrayAssociates.com 39

GRAY For more information please contact Gray Associates. Email: [email protected]

Questions and Contacts

Please feel free to contact: Bob Atkins

CEO Gray Associates, Inc.

[email protected]

617-366-2836