Developer Data Modeling Mistakes: From Postgres to NoSQL
The New Multi-screen World
1. The New Multi-screen World:
Understanding Cross-platform Consumer Behavior
August 2012
2. Executive summary
1 We are a nation of
multi-screeners. Most
of consumers’ media time
2 The device we choose to use is
often driven by our context:
where we are, what we want to
today is spent in front accomplish and the amount of
of a screen – computer, time needed
smartphone, tablet and TV
3 There are two main
modes of multi-screening:
Sequential screening
where we move between devices.
Simultaneous screening
4 TV no longer commands
our full attention as it
has become one of the
where we use multiple most common devices that is used
devices at the same time simultaneously with other screens
2
3. Executive summary
5 Portable screens allow us
to move easily from one
device to another to achieve
6 The majority of the times
that we use devices
simultaneously, our
a task. Search is the most common attention is split between
bridge between devices distinct activities on
in this sequential usage each device
7 Smartphones are the
8
backbone of our daily media
Multiple screens make us feel
interactions. They have the
highest number of user
act spontaneously and get a sense of
interactions per day and serve
accomplishment – this results in a feeling
as the most common starting
of “found time”
point for activities across
multiple screens
3
4. Research objectives
Gain a deep understanding of consumer media behavior over
How is media used How do activities
in daily life? on one screen impact
another?
What are consumers’ How is mobile used
motivations in engaging in conjunction with
with media? other screens?
How are consumers What is the role
using multiple screens to of search among
accomplish their tasks? multiple devices
4
5. What did we do?
In partnership with Sterling Brands
and Ipsos this research was conducted in
two phases:
Qualitative phase: mobile text diaries, online bulletin
boards and in-home interviews in LA, Boston and Austin 1611
Participants
Quantitative phase:
Participants logged each of their traditional 9,974
and digital media interactions in a mobile diary Entries
over a 24 hour period. A survey probing further
into observed behavior was deployed the day 15,738
following diary participation Media Interactions
Participants were given an online survey to
understand attitudes and behaviors associated
7955
Hours of activity
when using multiple screens
Research conducted in Q2 2012
*Note: Smartphone, PC and TV users aged 18-64 were participated. While participants were not screened in on tablet usage, 41% reported using the device
5
6. Agenda
Multi-screen behavior moves mainstream
Putting our devices in context
The two modes of multi-screening
The changing role of television in a multi-screen world
Found time
Multi-screen and shopping
Implications for businesses
6
8. Majority of our daily media interactions are screen based
90%
Smartphone Laptop/PC Tablet Television
of all media interactions are
screen based
On average we spend
10% 4.4 hours
Radio Newspaper Magazine
of all media of our leisure time in
interactions front of screens each day
are non-screen
based
Base: Base: All Device Interactions – PC/Laptop (3817); Smartphone (6057); Tablet (542); TV (3592). Q. Which of the following did you use? Q. What else did you use at the same
time? Note: Respondents were asked to consider printed hard copies of Newspaper and Magazine.
8
9. Our time online is spread between
4 primary media devices
Avg. time spent
per interaction
43 Minutes
39 Minutes
30 TV
Minutes
17 PC/Laptop
Minutes Tablet
Smartphone
Base: All Interactions (15738). Q. How long did you do this activity?
9
11. Context drives device choice
Today consumers own multiple devices and move seamlessly
between them throughout the day
The device we choose to use
at a particular time is often
driven by our context:
Our location
The amount
of time we
have or need The goal we want Our attitude and state of mind
to accomplish
11
12. Computers keep us productive and informed
Context:
24%
of our daily media
31%
Out of
home
interactions occur
on a PC
69% At home
PC use is motivated by:
Finding
Information 40%
Keep up
to date
29%
Q. Were you… Note: Out-of-Home represents net of the following: on-the go, in-store, at work and somewhere else
12
13. Smartphones keep us connected
Context:
38%
of our daily media interactions
40%
Out of home
occur on a smartphone
Smartphone use is motivated by:
60%At home
Communication 54%
Entertainment 33%
Base: All Interactions (15738). Q. Which of the following did you use? Base: Total Smartphone Interactions (6057) Q. Which activities did you do on your smartphone? Q. Did you do
this to...? Q. Were you... Note: Out-of-Home represents net of the following: on-the go, in-store, at work and somewhere else
13
14. Tablets keep us entertained
Tablet use is motivated by:
Entertainment 63% 21%Out of
home
Communication 32%
Context:
79%At home
9%
of our daily
media interactions
occur on tablets
Base: All Interactions Among Tablet Users (6305). Q. Which of the following did you use? Base: Total Tablet Interactions (542). Q. Which activities did you do on your tablet? Q. Did
you do this to...? Q. Were you... Note: Out-of-Home represents net of the following: on-the go, in-store, at work and somewhere else
14
15. “My phone... I consider it my personal device, my go-to
When I need to be more in depth, that’s when I start using
my tablet. The other part of it is where I disconnect from
my work life and kind of go into where I want to be at the
moment...... I’m totally removed from today’s reality. I can’t
get a phone call, I don’t check my email it’s my dream world.
And then moving to the laptop, well, for me that’s business.
That’s work. I feel like I’ve got to be
crunching numbers or doing something.”
-
15
17. There are two modes of multi-screening
Sequential Usage
Moving from one device to
to accomplish a task
Simultaneous Usage
Using more than one device at the same time
for either a related or an unrelated activity
Multi-tasking - Unrelated activity Complementary Usage - Related activity
17
18. Sequential screening is common &
mostly completed within a day
90%
Use multiple screens
sequentially to
accomplish a task
over time
98% move between devices that same day
device and continue the activity on another device? 18
19. Top activities performed when
sequentially screening between devices
81% 72% 67% 63% 46% 43% 43%
Browsing Social Shopping Searching Managing Planning Watching an
the Internet Networking Online for Info Finances a Trip Online Video
done this”. 19
20. Smartphones are the most common
starting place for online activities
Started on
smartphone
65% 63% 65% 47% 59% 66% 56%
Searching Browsing Shopping Planning Managing Social Watching an
for Info the Internet Online a Trip Finances Networking Online Video
Continued
on a PC 60% 58% 61% 45% 56% 58% 48%
Continued
on a tablet 4% 5% 4% 3% 3% 8% 8%
another device. Please select which device you started and then continued on. If you have not done this, select “I have not done this”. 20
21. PCs are most often a starting point for
more complex activities
Started on a
PC/laptop
29% 30% 25% 38% 34% 30% 34%
Searching Browsing Shopping Planning Managing Social Watching an
for Info the Internet Online a Trip Finances Networking Online Video
Continued on
a smartphone 23% 24% 19% 31% 29% 27% 24%
Continued
on a tablet 6% 6% 5% 7% 6% 4% 10%
another device. Please select which device you started and then continued on. If you have not done this, select “I have not done this”. 21
22. Tablets are most often a starting point
for shopping and trip planning
Started on
a tablet
7% 7% 11% 15% 7% 4% 11%
Searching Browsing Shopping Planning Managing Social Watching an
for Info the Internet Online a Trip Finances Networking Online Video
Continued on
a smartphone 1% 1% 0% 1% 1% 2% 2%
Continued
on a PC 6% 6% 10% 14% 6% 3% 9%
another device. Please select which device you started and then continued on. If you have not done this, select “I have not done this”. 22
23. Consumers rely on search to move
between devices
Searching Browsing Shopping Watching an
for Info the Internet Online Online Video
Search again on the
second device
63% 61% 51% 43%
Directly navigating to
the destination site
52% 58% 48% 43%
Via email / sending
a link to myself 49% 45% 31% 30%
started each activity below on one device and then continued it on another device. For each activity (column), please indicate the way(s) in which you did this. 23
24. We also multi-screen by using more than
one device simultaneously
81% 66% 66%
answering. How often do you use more than one device at the same time (i.e., watching TV while using your PC or laptop)? 24
25. Smartphones are the most frequent
companion devices during simultaneous usage
57% 77%
of the time when we’re of the time when we’re
using a smartphone, we’re using a TV, we’re using
using another device another device
28% with 29% with 49% with 34% with
a PC/laptop a television a smartphone a PC/laptop
75% of the time when we’re
using a tablet, we’re
using another device
67% of the time when we’re
using a PC, we’re using
another device
35% with 44% with 45% with 32% with
a smartphone a television a smartphone a television
Base: All Device Interactions – Smartphone (6057); TV (3592); Tablet (542); PC/Laptop (3817). Q. Which of the following did you use? Q. What else did you use at the same time?
25
26. Top activities performed during
simultaneous screen usage
60% 44%
Internet Browsing
42%
Social Networking
25%
Playing a Game
Emailing
23%
Searching
15%
Work Documents
9%
Watching Video
Base: Multi-Screen Occasions (4486) Q. Which activities did you do on your [DEVICE]?
26
27. Most consumers are multi-tasking and
78% of simultaneous
usage is multi-tasking
Key multi-tasking device combinations
PC + Smartphone 92%
TV + PC 92%
TV + Smartphone 90%
TV + Tablet 89%
just out of habit, picking up the touchpad or the phone and deciding to search on the internet for a little bit.
I’ve never understood why I do it, but I just do it in the middle of a TV show, and start searching... It’s frustrating that
I do it though, because you feel like you don’t stay as engaged with the show that you’re watching.”
27
28. Consumers are also conducting
complementary activities across screens
22% of simultaneous usage
is complementary
Key complementary device combinations
TV + Tablet 40%
PC + Smartphone 36%
TV + Smartphone 35%
TV + PC 32%
“It depends on the program like with certain programs like “The Wire” I was really into what other people were
on IMDB, or something like that.”
28
30. TV no longer commands our full attention
77%of TV viewers
use another
device at the
same time in a
typical day.
“I’m sometimes shopping, sometimes looking for recipes, sometimes typing them up,
you know. Sending emails, reading, I could do anything on there. It’s not often that
I just sit and watch TV and do just that.”
Base: Total Respondents (1611). Q. Which of the following did you use? Q. What else did you use at the same time?
30
31. TV is a major catalyst for search
Percent of search occasions that were prompted by television
TV (Net) 22%
Seeing a
TV commercial
17%
Seeing a
TV program 7%
TV (Net) 10%
Seeing a
TV commercial 6%
Seeing a
TV program 6%
31
32. Consumers search for things they see on TV
“I’ll be watching a movie or TV show and I’ll look up the actor or actress on IMDB or I’ll Google
32
34. Many times we turn to the screen that’s closest
While we all have screen preferences for certain activities,
we are also creatures of convenience
34%
of us use the device that’s
closest to us when looking
for information
“If I’m watching TV I won’t go upstairs to grab my laptop to follow up on a product I see,
I’d just pull out my phone.”
34
35. Often this is for “spur-of-the-moment” activity
Spontaneous vs. Planned Search
20%
Planned
48%
Planned
80%
Spontaneous
52%
Spontaneous
44% 43%
of all spontaneous searches of all spontaneous
on smartphones were to searches on PCs were to
accomplish a goal accomplish a goal
Base: Total Answering, Follow-Up Occasion (Search) – PC/Laptop (492); Smartphone (216); Tablet not shown due to small base size. Q. Would you consider your use of
35
36. All the answers to all my questions
train station, as an example; I see an ad for something. Oh, that sounds cool, let me check that out, and I’ll go on to
Wikipedia on my phone. I’ll do some research about it. Oh there’s a new show. I saw an ad for Mad Men a few months
ago and I just wanted to know what date it was starting. So, I went on to my phone, went to Google, typed in Mad Men
start date and within three seconds I found out the start date. I came home and set my DVR to record Mad Men, and
36
37. “Found time” arises from this
spontaneous usage
This combination of device accessibility and spur-of-the-moment
usage to get something done leads to a sense of “found time”
Consumers use these “micro-moments” across multiple screens
to search, shop, communicate and keep entertained.
consumers throughout the day.
have never done, because it’s so easy to check. I can go to 10 apps, when I have 15 free minutes,
I can check my bank account or I can check the news or I can check some music websites that are
very cool.”
“I scan for deals on Groupon or Twitter when I’m waiting in line. It’s life time management. Whether
it’s something urgent for business or something fun – I get to choose what to look at.”
37
39. Smartphones allow us to shop
at home or on-the-go
Of all the shopping
events we observed
59% In-home
84% In-home
41%
Out of home
16% Out of home
Smartphone PC/Laptop
Base: Total Primary/Secondary Device Shop/Buy Occasions - PC/Laptop (323); Smartphone (152). Q. Were you... Note: Out-of-Home represents net of the following: on-the go,
in-store, at work and somewhere else. 39
40. Spontaneity plays a major role in shopping
Spur-of-the-moment vs. Planned shopping
top
81% PC/Lap 58%
Spur of Spur of
one
Smartph the moment the moment
42% Planned
19% Planned
planned or spur of the moment (spontaneous)? *Note: Data represents aggregate of the following activities probed on in follow-up survey: Browsing and Search. 40
41. Search drives access to shopping
content more on mobile
How shopping related
content is accessed
36% 50%
27% 36%
Through email 28% 29%
Through a search engine 30% 24%
25% 16%
Base: Total Answering Follow-Up Activity and Were Looking for Shopping-Related Info– Smartphone (131); PC/Laptop (297). Q. How did you get to the website(s) you visited?
*Note: Data represents aggregate of the following activities probed on in follow-up survey: Browsing and Search. 41
42. We often move from one screen
to another while shopping
67%
on one device and
continue on another
“No, I’ll usually check to see on my phone if they have it online. I’ll usually order it when I get home.
a) because I just feel more comfortable, and b) if I’m going to order it online sometimes I’ll look to see
if there’s anything else online that wasn’t in the store that I want to add into the purchase.”
done this”. 42
43. Consumers take a multi-device path to purchase
61% 4%
65 Start on a
% Smartphone
Continue on
a PC/Laptop
Continue on
a Tablet
19%
Continue on
a Smartphone 5%
25 Start on a
% PC/Laptop Continue on
a Tablet
10%
11% Start on a
Tablet
Continue on
a PC/Laptop
43
44. Multi-screen lessons to apply
1 The vast majority of media interactions
are screen-based, screen-based, and so
marketing strategies should no longer
2 Consumers turn to their devices in
various contexts. Marketing and
be viewed as “digital” or “traditional”.
Businesses should understand all of conversion goals should be adjusted to
the ways that people consume media,
particularly digital, and tailor strategies each device
to each channel
3 The prevalence of sequential usage
makes it imperative that businesses
enable customers to save their progress
4 Consumers rely on search to connect
their experiences across screens. Not
only should brands give consumers the
between devices. Saved shopping carts,
“signed-in” experiences or the ability to device search campaigns, strategies such
email progress to oneself helps keep as keyword parity across devices can
consumers engaged, regardless of
device used to get to you when resuming their search
44
45. Multi-screen lessons to apply
5 During simultaneous usage, content
viewed on one device can trigger 6 Most of the time when TV is watched,
another screen is being used. These
instances present the opportune time to
Businesses should therefore not limit convey your message and inspire action.
their conversion goals and calls to action A business’s TV strategy should be
to only the device where they were closely aligned and integrated with the
initially displayed marketing strategies for digital devices
7 devices, so businesses should tailor
the experience to each channel. It’s
8 Smartphones are the backbone
of our daily media use. They are the
devices used most throughout the day
also important to optimize the shopping and serve as the most common starting
experience across all devices. For point for activities across multiple
screens. Going mobile has become a
business imperative
a streamlined path to conversion, on
smartphones
45