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Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
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Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Section  1
INTRODUCTION
Section 1
2
3
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
About the Author & Sources
• The study was commissioned by AHAA’s Research Committee and 
developed and executed by Santiago Solutions Group (SSG), a growth 
strategy consultancy.
• Independent methodological review performed by Dr. Cristina Garcia, 
professor of mathematics & statistics at USC. 
Data Contributors
• Financial revenue growth data extracted from companies 10Ks.
• Parent company advertising spend data for 2006‐2010 Hispanic/Non‐Hispanic 
media (TV, Radio, Print) collected from The Nielsen Company. 
• Nielsen Video Census 2012; Mobile Insight Survey: Netview 2012, Mobile Bill Panel, 
Nielsen TV Panel
• 2011 GfK Roper & 2011 Doublebase GfK MRI ‐ Base: All Adults 18+; n=6.6K 
Hispanics & 46.5K Non‐Hispanics. (Sampling details in Appendix E).
• 2010 Geoscape ‐ Consumer Spending Dynamix™
• Scarborough USA+ 2011 Release 2 Total; Base: Adults 18+; Respondents: 151,099 
White Non‐Hispanics & 27,301 Hispanics
4
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Background
Since 1998, AHAA has been helping its members serve its 
clients through breakthrough independent studies that 
• increase understanding of what it takes to win the market, 
• share new concepts,
• and identify best practices of marketing to Latinos.
Revenue Growth Study Series
AHAA has led the industry’s first empirical studies to 
quantify the relationship and impact of Hispanic investment 
allocation on annual revenue rate of growth.
• In October 2011, Part 1 uncovered a strong positive 
relationship between allocation of Hispanic ad resources and 
topline growth among Best‐In‐Class companies, those 
allocating over 14% of their budgets to Hispanic media.
• In March 2012, Part 2 demonstrated that Hispanic Allocation 
positively affects revenue growth rates for Consumer 
Packaged Goods companies, explaining about 35% of changes 
in revenue growth.
• This third part of AHHA’s Revenue Growth study focuses on 
Technology, Telecom and Entertainment companies including:
– manufacturers of consumer hardware (computers, TVs, cell phones)
– content (media, movies, games)
– connectivity providers (cable, satellite, wireless)
Study  1
Hispanic Ad 
Allocation
Top 500 
Overall U.S. 
Advertisers
Study 2
Hispanic Ad Allocation
Consumer Packed Goods
Current Study (Study 3)
Hispanic Ad Allocation
Technology
Other Sectors
Future studies
5
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Tech Sector Challenges
Tech Growth Rates Has Stalled
• Domestic revenue growth rates for the 
tech‐telecom‐entertainment sector 
plunged from about 11% a year in 
2006‐2007 to just about 3% 
2009‐2010, about a third of what 
pre‐recession levels.
• Technology and new media will 
further redefine lifestyles and 
business models.
• “Reset” beyond economic adjustment
– Consumers changed over long run
• More brand fickle
• More frugal value‐oriented
Marketers Face More Competing 
Needs
1. Identifying new growth 
opportunities
2. Capturing fair share of fewer 
growth markets
3. Holding on to diminishing 
importance of aging ‘General 
Market’ 
6
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Hispanic Market Highlights
MARKET SIZE
• 2010 Population 50.7M1
• 2011 Hispanic Share of US Population 17%2
• 2011 Hispanic Share  of US adults 15%2
GROWTH
• Hispanic Population 2000‐2010 CAGR8 v Non‐Hispanic 3.6% v. 0.5%3
• Hispanic Share of Total US Population Growth 2000‐2010 56%4
• Hispanic Share of Labor Force Growth 2010‐2020 74%7
ECONOMIC
• 2012 Estimated Buying Power $1.2 Trillion5
• Hispanic Buying Power 2000‐2010 CAGR v. Non‐Hisp 7.8% v. 3.4%6
1, 3, 4 2010 Census ACS
2 SSG Analysis of Census
5,6 Selig Center at the University of Georgia
7 Bureau of Labor Statistics
8 CAGR = Compound Annual Growth Rate ‐ the year‐over‐year growth rate of an investment over a 
specified period of time; the rate at which an investment would have grown if it grew at a steady rate. 
7
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Hispanics have generated about a third of the Tech 
consumer base growth; expanding 3x faster than NH
While Hispanics accounted  for 17% of the 
population in the US, they also contributed to 
34.8% of the growth in the Tech‐Telecom‐
Entertainment consumer base. 
During 2006‐2010, the Hispanic consumer 
base in the Tech‐Telecom‐Entertainment 
category grew 3 times faster than the Non‐
Hispanic consumer base.
Source: SSG Analysis of 2006-2010 GfK MRI
8
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Study Objectives
To understand if there a significant difference in the 
revenue growth rate attained by 
Tech‐Telecom‐Entertainment advertisers 
which designate higher allocation of ad resources to the 
Hispanic market 
and those that focus less.
9
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Study Variables
Aggregate Hispanic Allocation 2006‐2010
The percentage of ad budgets dedicated to 
Hispanic media (Hispanic Allocation) possibly 
impacting Revenue growth rates*. 
• The % of total advertisement dollars spent in TV, 
Radio, and Print (per Nielsen tracking) assigned 
to Hispanic‐centric media channels throughout 
2006 to 2010. 
– Accepted, standardized marketing spend measurement of 
below the line expenditures is not available, thus, not 
utilized. 
– Online expenditures will be included in future studies.
Revenue CAGR 2006‐2010 
Revenue CAGR is the dependent variable which 
was tested against different levels of Hispanic 
Allocation.
• Revenue reflected from US‐only, organic, per 
10Ks and SEC reports. 
− May have been adjusted to exclude 
extraordinary financial transactions.
− Revenues  have been adjusted where 
possible to include streams from  
acquisitions, if enough clear data has been 
stated in corporate financials. 
*CAGR = Compound Annual Growth Rate ‐ the year‐over‐year growth 
rate of an investment over a specified period of time; the rate at which 
an investment would have grown if it grew at a steady rate. 
10
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Methodology
Hispanic Allocation and organic  revenue 
growth rates of 40 Tech‐Telecom‐
Entertainment companies, a subset of 
the Top 500 US advertisers which are 
publicly‐held, were tested for 2006 to 
2010.
• First,  we tested the linear association of 
the two variables through correlation 
analysis.
• Next, the causal nature of Hispanic 
allocation upon revenue growth rate was 
tested through linear regression analysis. 
• Details of statistical analysis n Section 5.
11
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Tech Sample Set
• Out of about 35,000 US advertisers tracked 
by Nielsen, identified the Top 500 overall  
Advertisers (TV, Radio, Print) by year and in 
aggregate between 2006 and 2012.
• Matched each parent company to available 
US organic revenue data from 10Ks or 
published disclosure. Adjusted for 
extraordinary transactions and calculated 
2006‐2010 compounded annual growth 
rates.
• Companies with financials that were not 
adjustable such as some with undisclosed 
details around M&As, were eliminated from 
the final regression set.
• Ended with 40 companies in the Technology, 
Telecom, Media & Entertainment sector.
Top 500 U.S. Overall Advertisers
2006-2010
(500)
Public
(418)
Consistent Advertisers
(246)
Publicly Traded
w/ clear Organic US Revenue
(235)
Tech-Telecom-
Entertainment
(40)
Unadjustable M&As
Inconsistent Data
(-9)
Inconsistent Advertisers
(-172
Private
(-82)
12
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
40 Tech‐Telecom‐Entertainment
Companies In Sample Set
For GE, only its Media & Entertainment revenues while owners of NBCU were included  in the analysis; excluded all other LOBs revenue streams.
13
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Section  2
TECH‐TELECOM‐ENTERTAINMENT
STUDY FINDINGS 
Section 1
13
14
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Finding 1: Tech‐Telecom‐Entertainment Growth Rates Are 
Directly and Positively Impacted by Hispanic Allocation
• The study shows a direct & 
positive relationship between 
Tech‐Telecom‐Entertainment’s 
Hispanic ad allocation and 
overall  topline revenue 
growth.
• The study shows that in 
general the higher the 
Hispanic allocation displayed 
on the horizontal axis, the 
higher propensity of organic 
revenue CAGR, indicated on 
the vertical axis, attained by 
companies in the sector, and 
vice versa.
Please see Appendix D (Graph 1) for Detailed Graph and Graphical Analysis.
15
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
• The top 30 percentile of 
Allocation and top 30 
CAGR percentile 
includes DirecTV, 
Echostar/Dish Network, 
Metro PCS, Leap 
Wireless, Time Warner 
Cable and Verizon.
• The mid 40 percentile in 
Allocation & Growth 
include: T‐Mobile, 
Cablevision, AT&T, Lions 
Gate Entertainment, 
Comcast, Vonage, Best 
Buy and News Corp.
Finding 1: Tech‐Telecom‐Entertainment Growth Rates Are 
Directly and Positively Impacted by Hispanic Allocation
Please see Appendix D (Graph 1) for Detailed Graph and Graphical Analysis.
Top 30 
Percentile
Anomalies
(See p 17 & Appendix F)
Mid 40
Percentile
Bottom 30
Percentile
16
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Finding 2: Apple & Samsung are in a class apart
Deviations from the normal or anomalies
As the top global innovation leaders, Apple & Samsung 
have reinvented how the world communicates, 
gathers information and is entertained. 
• In 2007 Apple’s iPhone reinvented the phone and 
ushered in the modern era of intelligent, 
connected devices. 
• Samsung’s Galaxy, the first set on Google’s 
Android platform, was released in 2008 and has 
since overtaken the lead smartphone position. 
In just five years, they forced a flurry of changes like 
tablets, apps, and mobile marketing as well as 
upheaval among tech manufacturers, retailers and 
data services revenues for connectivity providers.
See more details on Apple & Samsung in Appendix F
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Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Finding 3: As Hispanic Allocation increases, the revenue rate 
of growth of Tech competitors soars sharply
Frequencies*
• Companies in the Top Tier allocate 
twice as much as the Mid Tier 
– but the Top Tier growth is 3 times 
larger than the Mid Tier
• The companies in the Bottom Tier 
see a decrease in growth 
– From these frequencies it 
seems that minimal allocation 
means no growth or even a 
reduction in growth. 
This trend is what the regression model will 
test...
13.3%
6.2%
0.4%
12.9%
3.4%
‐1.4%
‐4.0%
‐2.0%
0.0%
2.0%
4.0%
6.0%
8.0%
10.0%
12.0%
14.0%
16.0%
Top Tier 71‐100 
Percentile
Mid Tier 31‐70 
Percentile
Bottom Tier 0‐
30
Average Allocation & Growth By Tier*
06‐10 Hisp Allocation
06‐10 Revenue CAGR
All Avg Allocn 6.3%
All Avg Rev CAGR 3.4%
*Excludes Anomalies: Apple & Samsung
18
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Finding 4: Every 1 point increase in Hispanic Allocation yields 
a boost of about two‐thirds of a point in annual growth rate
• The regression demonstrates that 
for every additional percentage 
point increase in Hispanic 
Allocation, we would expect an 
average annual organic revenue 
growth boost of 0.68%.
– That is, on average, for allocating 
an additional 10% of the company’s 
ad resources to Hispanic media over 
5 years,  an average  increase of 
6.8% in organic revenue annual 
growth rate would be expected.
• Organic revenue growth rates 
decline sharply as Hispanic share 
of budgets decrease and vice 
versa.
+1 point ↑
Hispanic Allocation
+0.68 point ↑
Annual Revenue Growth Rate
19
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Finding 5: Hispanic Allocation explains 30% of increase 
in Tech Sector Revenue Growth Rates*
• Hispanic Allocation explains a 
substantial portion (30%) of Tech‐
Telecom‐Entertainment increase in 
topline revenue growth
– The other 70% may include other critical 
factors such as product innovation, user 
experience, brand equity/reputation, 
brand experience, strategic focus, price, 
operational alignment, distribution, sales 
force, past performance, talent, 
incentives, overall segmentation 
expertise, etc.  
– Further analysis is needed to determine 
what other drivers could be measured in 
standard ways and what statistical 
contribution these may have in revenue 
growth.
Hispanic 
Marketing
Allocation
30%
Other 
Drivers of
Growth
70%
Tech‐Telecom‐Entertainment & 
Revenue Growth Drivers
* Excluding Anomalies: Apple & Samsung
20
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Finding 6: Including leading global innovators, 
Hispanic Allocation explains 17% of Revenue CAGR
• Including Apple & Samsung, Hispanic 
Allocation alone explains about 17% of 
Tech‐Telecom‐Entertainment increase in 
topline revenue growth.
– The other 83% may include other critical 
factors such as product innovation, user 
experience, brand reputation, brand 
experience, strategic focus, price, 
measurement tools, distribution, sales 
force, segmentation expertise, etc.  
– Further analysis is needed .
• The study shows that an average
revenue growth rate of 0.56% over the 5 
years is expected for every additional 
percentage point increase in Hispanic 
allocation.
Hispanic 
Marketing
Allocation
17%
Other 
Drivers of
Growth
83%
Tech‐Telecom‐Entertainment 
& Revenue Growth Drivers
21
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Summary Findings
1. There is positive relationship between Hispanic allocation and 
Revenue CAGR, meaning, the more a company allocates 
Hispanic  budget, the higher the corporate growth.
– As Hispanic Allocation increases, the revenue rate of growth of Tech 
competitors soars sharply
2. Tech‐Telecom‐Entertainment companies show that Hispanic Allocation 
accounts for 30% of increase in revenue growth.
• Including Apple & Samsung, Hispanic Allocation explains about 17% of the 
fluctuations in revenue growth rates, accentuating the need for Hispanic 
allocation among tech convergence companies that don’t have revolutionary 
innovations and brand experiences.
22
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Section  3
HISPANIC OPPORTUNITY DRIVERS
Section 1
22
23
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Psychographic & Behavioral Drivers By 
Purchase Cycle Stage
24
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Hispanics Needs of Technology Go Beyond 
Functionality!
• To
Top Box: Agree Completely
or Agree Mostly,
or Very
Important
Hispanic
Index v NH
I want others to say 
"wow" when they see my 
electronics. 
169
My cell phone is an 
extension of my 
personality.
163
I am among the first of my 
friends and colleagues to 
try new technology 
products.
133
Source: 2011 Doublebase GfK MRI - Base: All (n= 6.6K Hispanics & 46.5K Non-Hispanics)
25
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Hispanics Tend To Be Tech Early Adopters 
and Influential
Top Box: Agree Completely
or Agree Mostly,
or Very Important
Hispanic
Index v
NH
I give others advice when 
they are looking to buy 
technology or electronics 
products.
153
I enjoy learning about 
technology or electronic 
products from others.
131
I enjoy reading about new 
technology products.
131
Source: 2011 Doublebase GfK MRI - Base: All (n= 6.6K Hispanics & 46.5K Non-Hispanics)
26
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Hispanics Are Ideal Tech Consumers!
Top Box: Agree Completely or
Agree Mostly, or
Very Important
Hispanic
Index v
NH
I’m fascinated by new 
technology.
130
I prefer products that offer 
the latest technology.
129
I’m willing to pay more for 
top quality electronics.
125
• Technology friendly and willing to pay more 
Source: 2011 Doublebase GfK MRI - Base: All (n= 6.6K Hispanics & 46.5K Non-Hispanics)
27
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Hispanics Use Tech As Extension of their Highly Social Culture
High tech adopters; leaped frog to mobile
• Nearly as likely to have Internet at home 90
• More likely to have smartphone 128
• Monthly spend on cell phones 115
• Only cell  129
Particularly social across all platforms
• Calls per day 144
• Monthly time in social networks 113
Heavy video content users across all screens
• Time spent streaming  118
• Online Video monthly usage  163
• Mobile Video monthly usage 120
Source: Nielsen Video Census 2012; Mobile Insight Survey: Netview 2012, Mobile Bill Panel, Nielsen TV Panel
Hispanic 
Index to NH
28
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Hispanics Growth Opportunity Will Continue To Be Robust
Source: Scarborough USA+ 2011 Release 2 Total; Base: Adults 18+; Respondents: 151,099 White Non‐Hispanics & 27,301 Hispanics
Tech Gadget
2011 Household
Penetration
Hisp Index (vs WNH)
Purchase Intent
Next 12 Months
Hisp Index (vs WNH)
iPad 141 159
Video Game system 103 209
MP3 player 98 174
Blu‐ray disc player 93 137
HDTV 91 170
• Hispanics intent to purchase hottest Tech products exceeds that of White Non‐Hispanics
29
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Hispanics offer high Lifetime Value
Average Aggregate Household 
Lifetime Spending
NH White $435,690
Black $319,359
Asian $1,043,365
Hispanic $601,991
• Cumulative total Tech‐Telecom‐Entertainment spending is 38% greater 
for Hispanic households than that of White Non‐Hispanic households
– Driven by 16 years longer Hispanic household lifespan and higher expenditures 
than non‐Hispanic Whites.
Source: 2010 Geoscape Consumer Spending Dynamix.™
30
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Hispanics See Technology as Entertainment! 
Top Box: Agree
Completely or
Agree Mostly, or
Very Important
Hispan
ic
Index
I think of my mobile phone as 
a source of entertainment.
137
Computers can be a good 
source of entertainment.
117
Source: 2011 Doublebase GfK MRI - Base: All (n= 6.6K Hispanics & 46.5K Non-Hispanics)
31
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Section  4
IMPLICATIONS
Section 1
31
32
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Hispanic Allocation Impact on Growth Key Takeaways
• This study shows that Tech‐Telecom‐Entertainment companies which allocate 
higher share of their ad resources at Hispanics, return higher growth rates 
than those that apportion less.
− Devoting adequate resources to Hispanic has a critical role in optimizing Hispanic growth
• Hispanic allocation is a significant driver to healthy organic growth in this 
discretionary category
– Hispanic Allocation is substantial enough in the ‘winning equation’ to transform company 
results ‐‐propelling players, obstructing competitors, building sustainable advantages 
– This is especially so for companies that don’t have revolutionary product innovations in their 
pipeline like the first iPhones, iPads or Google/Android smartphones.
– Compromising Hispanic Allocation can have negative short and long‐term growth effects. 
• Huge growth opportunity lies ahead as Hispanics continue to lead adoption 
and usage
– Brand loyalties will be increasingly at stake as Hispanics dominate segment growth.
33
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Implications for Tech Convergence Sector
• Real bottom‐line benefits come from consistent allocation investments. 
• Allocations to communications is only the beginning; decisively as important 
is corporate‐wide strategic and operational integration
– Developing holistic strategies from communications and product innovation to 
brand‐customer experience.
– Broad use of all elements of marketing: above and below the line.
– Responding to the most appropriate cultural insights.
– As in the CPG sector, successful sustainable growth advantages in Hispanic market 
might enhance valuation differentials. 
• Many companies may be falling short of their optimal revenue generation or 
handing off growth points to competitors with higher allocation and cohesive 
Hispanic‐centric strategies.
34
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Section  5
STATISTICAL DETAIL & MODEL VALIDATION
Presented by Dr. Cristina Garcia, Math & Statistics Professor at USC
AHAA Methodology Advisor
Section 1
34
35
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Sectors/Super Categories
Breakdown
B2B
Tech‐Telecom‐
Entertainment
Consumer 
Packaged 
Goods
Government
Private
Auto
Retail
Insurance/Finance Unadjustable
Mergers & 
Acquisitions
Omitted 
Advertisers
(Reasons)
Super 
Categories
(Included)
Non‐Profit
36
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Test Validations
All validation tests 
corroborated the same 
findings. 
Hispanic Allocation has a 
direct & significant 
impact on companies 
overall revenue growth.
Main Regression
37
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Other Key Findings
Three additional validation test 
regressions corroborated the 
same findings with 95% 
statistical significance including:
• larger sample size among Top 500 
advertisers which are publicly 
held,  235 companies, looking at 
allocations relationship with 
aggregate revenue CAGR
• same sample but looking at 
relationship between allocation 
and individual years growth 
changes (between 2006 & 2010),
• Similar statistical significant 
findings across 5 other categories.
• See Detailed Findings after 
Psychographics section.  
38
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Main Regression Model (w/o Anomalies)
• Hispanic Allocation alone explains 
about 30% of changes in revenue 
growth over a 5 year period for Tech‐
Telecom‐Entertainment (R2=0.30)
– An R squared of .30, tells us that roughly 
30% of a company’s revenue growth is 
driven by changes in Hispanic Allocation.
Revenue Growth over 5
year period (CAGR 06-10)
Aggregate
Hispanic
Allocation
2006-2010
Tech‐Telecom‐Entertainment (N=38)
39
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Tech‐Telecom‐Entertainment Model Findings 
(w/o Anomalies)
• We would expect an average 
revenue growth of 0.678% over 
the 5 years for every additional 
percentage point increase in 
Hispanic allocation.
• In other words, the expected 
range for allocating 10% of the 
company’s ad resources to 
Hispanic media over 5 years is 
an increase of 3.26% to 10.29% 
in overall corporate revenue 
growth rate.
Hispanic
Allocation
30%
All Other 
Drivers of
Growth
70%
Revenue Growth Drivers for 
Tech‐Telecom‐Entertainment
N=38
40
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Main Regression Model
• Hispanic Allocation alone explains 
about 17% of changes in revenue 
growth over a 5 year period for Tech‐
Telecom‐Entertainment (R2=0.17)
– An R squared of .17, tells us that roughly 
17% of a company’s revenue growth is 
driven by changes in Hispanic Allocation.
Revenue Growth over 5
year period (CAGR 06-10)
Aggregate
Hispanic
Allocation
2006-2010
Tech‐Telecom‐Entertainment (N=40)
41
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Tech‐Telecom‐Entertainment Model Findings
– We would expect an average
revenue growth of 0.559% over the 
5 years for every additional 
percentage point increase in 
Hispanic allocation.
– In other words, the expected range 
for allocating 10% of the company’s 
ad resources to Hispanic media over 
5 years is an increase of 1.48% to 
9.7% in overall corporate revenue 
growth rate. Hispanic
Allocation
17%
All Other 
Drivers of
Growth
83%
Revenue Growth Drivers for 
Tech‐Telecom‐Entertainment
N=40
42
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Test 1: Is Aggregate Hispanic Allocation Important?
YES! Hispanic Allocation directly impacts topline revenue 
growth for Top 500 Advertisers
• On average, for every additional 
percentage point increase in 
Hispanic allocation, we would 
expect revenue growth of .47% over 
the 5 years. 
• In other words, allocating 10% of 
the company’s ad spend to Hispanic 
media over 5 years would generate 
revenue growth of 4.7% over the 5 
year period
Aggregate Growth
CAGR 06‐10
Aggregate 
Hispanic 
Allocation
06‐10 
TOP ADVERTISERS (N=235)
43
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
TEST 2: Individual Years Growth and Aggregate Hispanic Allocation
Revalidated! Both directly impact topline revenue growth
Revenue Growth over 5
year period
Aggregate
Hispanic
Allocation
06-10
CAGR
06-07, 07-08,
08-09, 09-10
• Of course, each year’s CAGR most significantly 
affects the company’s revenue growth over 5 
years
• R‐square 0.305  In other words, 30.5% of the 
variation in growth over the 5 years (CAGR 06‐10) 
is explained by the ad spend in Hispanic media 
over the 5 years and each year’s annual growth.  
• On average, for every additional percentage point 
increase in Hispanic allocation, we would expect 
revenue growth of .468% over the 5 years. 
• In other words, allocating 10% of the company’s 
ad spend to Hispanic media over 5 years would 
generate revenue growth of 4.68% over the 5 year 
period.
TOP ADVERTISERS (N=235)
44
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Test 3: Hispanic Allocation, Super Categories and Revenue CAGR 
Revalidated Again! Hispanic Allocation Is Relevant to Revenue Growth!
Revenue Growth over 5 year
period
Categories:
Auto, Tech &
Entertainme
nt, Retail,
CPG,
Finance/Insu
rance
CAGR:
06-07, 07-08, 08-
09, 09-10
Hispanic
Allocation:
06-10
• R‐square .376,  in other words, 37.6% of 
the variation in growth over the 5 years 
(CAGR 06‐10) is explained by the ad spend 
in Hispanic media over the 5 years and
each annual year’s growth. 
• On average, for every additional 
percentage point increase in Hispanic 
allocation, we would expect revenue 
growth of 0.464% over the 5 years. 
• In other words, allocating 10% of the 
company’s ad spend to Hispanic media 
over 5 years would generate revenue 
growth of 4.64% over the 5 year period.
TOP ADVERTISERS (N=235)
45
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Section  6
APPENDIX
Section 1
45
46
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Appendix A   
Ranking By Hispanic Allocation
Company
2006-2010 Hispanic
Allocation Percentage
Rank Percentile
2006-2010 Revenue
Growth Rate
ECHOSTAR /DISH NETWORK 26.0% 1 100.0% 12.3%
DIRECTV GROUP INC 24.8% 2 97.4% 10.4%
TIME WARNER CABLE 16.9% 3 94.8% 12.5%
LEAP WIRELESS INTL INC 16.8% 4 92.3% 21.6%
METROPCS INC 13.8% 5 89.7% 27.4%
DEUTSCHE TELEKOM/T‐MOBILE 13.6% 6 87.1% 4.2%
CABLEVISION SYSTEMS CORP 12.6% 7 84.6% 9.5%
RADIOSHACK CORP 11.0% 8 82.0% 0.1%
AT&T INC 7.9% 9 79.4% 6.5%
VERIZON COMMUNICATIONS INC 7.6% 10 76.9% 13.6%
SPRINT NEXTEL CORP 5.9% 11 74.3% ‐5.6%
WALT DISNEY CO 5.2% 12 71.7% 2.1%
LIONS GATE ENTERTAINMENT 4.1% 13 69.2% 10.4%
MOTOROLA INC 3.9% 14 66.6% ‐11.4%
BEST BUY CO INC 3.9% 15 64.1% 8.0%
COMCAST CORP 3.7% 16 61.5% 10.8%
GENERAL ELECTRIC CO 3.3% 17 58.9% ‐4.0%
TELEPHONE & DATA SYSTEMS INC 3.2% 18 56.4% 3.4%
NEWS CORP 2.9% 19 53.8% 6.0%
VONAGE HOLDINGS CORP 2.8% 20 51.2% 10.7%
TOP TIER 
71‐100 PERCENTILE IN ALLOCATION
MID TIER 
31‐70 PERCENTILE
47
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Ranking By Hispanic Allocation Cont.
Company
2006-2010 Hispanic
Allocation
Percentage
Rank Percentile
2006-2010 Revenue
Growth Rate
TIME WARNER INC 2.2% 21 48.7% ‐6.0%
SONY CORP 2.1% 22 46.1% ‐5.0%
COX ENTERPRISES INC 2.0% 23 43.5% 3.1%
LIBERTY MEDIA CORP 1.8% 24 41.0% 6.1%
EASTMAN KODAK CO 1.3% 25 38.4% ‐9.9%
ELECTRONIC ARTS INC 1.1% 26 35.8% 6.3%
MICROSOFT CORP 0.9% 27 33.3% 6.7%
HEWLETT‐PACKARD CO 0.4% 28 30.7% ‐2.7%
APPLE INC 0.3% 29 28.2% 27.0%
ROYAL PHILIPS ELECTRONICS NV 0.1% 30 25.6% ‐2.5%
LG GROUP 0.1% 31 23.0% ‐1.4%
MATSUSHITA ELECTRIC INDUSTRL CO 
LTD/PANASONIC 0.1% 32 20.5% ‐9.8%
SEIKO CORP/EPSON 0.1% 33 17.9% 0.1%
SEGA SAMMY HOLDINGS INC 0.1% 34 15.3% ‐0.1%
DELL INC 0.1% 35 12.8% ‐0.3%
GARMIN LTD 0.1% 36 10.2% 10.8%
SAMSUNG ELECTRONICS CO LTD 0.0% 37 7.6% 17.1%
SHARP CORP 0.0% 38 5.1% ‐6.6%
TOSHIBA CORP 0.0% 39 2.5% 8.2%
TEXAS INSTRUMENTS INC 0.0% 40 0.0% ‐0.5%
MID TIER 
31‐70 PERCENTILE
BOTTOM TIER 
0‐30 PERCENTILE IN ALLOCATTION
48
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Appendix B
Ranking By Growth Rate
Company
2006-2010 Revenue
Growth Rate
Rank Percentile
2006-2010
Hispanic
Allocation
METROPCS INC 27.4% 1 100.00% 13.8%
APPLE INC 27.0% 2 97.40% 0.3%
LEAP WIRELESS INTL INC 21.6% 3 94.80% 16.8%
SAMSUNG ELECTRONICS CO LTD 17.1% 4 92.30% 0.0%
VERIZON COMMUNICATIONS INC 13.6% 5 89.70% 7.6%
TIME WARNER CABLE 12.5% 6 87.10% 16.9%
ECHOSTAR/DISH NETWORK 12.3% 7 84.60% 26.0%
COMCAST CORP 10.8% 8 82.00% 3.7%
GARMIN LTD 10.8% 9 79.40% 0.1%
VONAGE HOLDINGS CORP 10.7% 10 76.90% 2.8%
DIRECTV GROUP INC 10.4% 11 74.30% 24.8%
LIONS GATE ENTERTAINMENT CORP 10.4% 12 71.70% 4.1%
CABLEVISION SYSTEMS CORP 9.5% 13 69.20% 12.6%
TOSHIBA CORP 8.2% 14 66.60% 0.0%
BEST BUY CO INC 8.0% 15 64.10% 3.9%
MICROSOFT CORP 6.7% 16 61.50% 0.9%
AT&T INC 6.5% 17 58.90% 7.9%
ELECTRONIC ARTS INC 6.3% 18 56.40% 1.1%
LIBERTY MEDIA CORP 6.1% 19 53.80% 1.8%
NEWS CORP 6.0% 20 51.20% 2.9%
TOP TIER 
71‐100 PERCENTILE IN GROWTH
MID TIER 
31‐70 PERCENTILE
49
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Ranking By Growth Rate Cont.
Company
2006-2010
Revenue Growth
Rate
Rank Percentile
2006-2010
Hispanic
Allocation
DEUTSCHE TELEKOM AG/T‐MOBILE 4.2% 21 48.70% 13.6%
TELEPHONE & DATA SYSTEMS INC 3.4% 22 46.10% 3.2%
COX ENTERPRISES INC 3.1% 23 43.50% 2.0%
WALT DISNEY CO 2.1% 24 41.00% 5.2%
SEIKO CORP 0.1% 25 38.40% 0.1%
RADIOSHACK CORP 0.1% 26 35.80% 11.0%
SEGA SAMMY HOLDINGS INC ‐0.1% 27 33.30% 0.1%
DELL INC ‐0.3% 28 30.70% 0.1%
TEXAS INSTRUMENTS INC ‐0.5% 29 28.20% 0.0%
LG GROUP ‐1.4% 30 25.60% 0.1%
ROYAL PHILIPS ELECTRONICS NV ‐2.5% 31 23.00% 0.1%
HEWLETT‐PACKARD CO ‐2.7% 32 20.50% 0.4%
GENERAL ELECTRIC CO ‐4.0% 33 17.90% 3.3%
SONY CORP ‐5.0% 34 15.30% 2.1%
SPRINT NEXTEL CORP ‐5.6% 35 12.80% 5.9%
TIME WARNER INC ‐6.0% 36 10.20% 2.2%
SHARP CORP ‐6.6% 37 7.60% 0.0%
MATSUSHITA ELECTRIC INDUSTRL CO 
LTD/PANASONIC
‐9.8%
38 5.10% 0.1%
EASTMAN KODAK CO ‐9.9% 39 2.50% 1.3%
MOTOROLA INC ‐11.4% 40 0.00% 3.9%
MID TIER 
31‐70 PERCENTILE
BOTTOM TIER 
0‐30 PERCENTILE IN GROWTH
50
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Appendix C1
Regression Analysis Results
51
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Appendix C2: w/o Apple & Samsung anomalies
Regression Analysis Results
52
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Appendix D
Graphical Analysis
Graph 1
53
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Appendix D
Graphical Analysis
Chart 2
54
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Appendix E
GfK MRI Hispanic Data Notes
• GfK MRI has measured Hispanics within its National Study (Survey of the American 
Consumer).  
• Since 2003, GfK MRI began translating all survey materials into Spanish and hiring bilingual 
interviewers to capture the Spanish dominant Hispanic.  
• Other enhancements to data sampling since then include:
– Hispanic language capability sample balanced against Nielsen Language estimates
– Additional Hispanic specific demographics (language capability outside the home, language capability 
inside the home, country of origin, foreign born, length of time in the U.S., additional Hispanic adults 
in the home, how well do you speak English)
– Hispanic specific media (3 Magazines, 135+ Television Programs, 2 Cable stations, 3 Radio formats, 3 
websites)
– Hispanic specific segmentations (Geoscape Hispanicity, Hispanic Cohorts, Hispanic PersonicX)
– Hispanic Networks/Programs available in NPM Fusion database
55
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Appendix F: Leading Global Innovators
• Apple’s a leading global innovator has become America’s most valuable company and 
most influential stock on the psychology of the investor market. 
• Apple’s iPhone noted as the “phone that changed phones forever”, was 
designated as the Top Invention in 2007 by Time magazine.
• Apple’s  Macbook Pro has consistently been one of the best selling laptops since 
its inception in 2006.
• The iPad was named as the Top Gadget in 2010.
56
Tech‐Telecom‐Entertainment Hispanic Allocation Impact on Revenue Growth
Appendix F: Leading Global Innovators
• Samsung is a global leading tech innovator breaking repeated records of 
slimmer products such as LCD TVs & Blu Ray Disc Players, highest resolution 
cameras, and smartest cell phones such as the Galaxy, the first Droid in 2008.
• Recognized  in industry for best gadgets only behind Apple.
– A global market leader Samsung took No. 1 spot in U.S. cellphone market in 2008.
– Enjoys #1 market share position for TVs worldwide.

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