DDDM not only benefits businesses but also enables governments to make better policy decisions. For instance, DDDM can be utilized to uncover hidden patterns, unexpected relationships, and market trends or reveal preferences that may have been difficult to discover previously. Armed with this information, government entities can make better decisions about healthcare, infrastructure, and finances than they could before. Read this article from the Executive Summary through Chapter 2 to explore data-driven decision models, how data is changing development, and how data can fill the holes in policymaking.
Supply: Data Connectivity and Capacity
The Ever-Expanding Data Universe
The rapid growth of internet users and faster network speeds is driving an avalanche of electronic data. About 3.5 billion people globally were using the internet in 2017, up 73 percent, or 1.5 billion, since 2010 (figure 2.1, panel a), and penetration has risen to almost half the world (48 percent in 2017). The rapid increase in users is driving demand for more internet content.
End-user internet speeds are also increasing rapidly, in turn driving use of broadband content and applications (figure 2.1, panel b). Global average wired broadband speeds are projected to nearly double from 25 megabits per second (Mbps) in 2015 to 48 Mbps by 2020 as more users move to fiber and higher-speed coaxial cable. As speeds rise, so does demand for video content.1 Mobile broadband speeds, which are much lower than fixed speeds, averaged just 2 Mbps in 2015. This will more than triple to 6.5 Mbps by 2020 as more users switch to fourthgeneration technologies. Mobile speeds vary greatly by device; smartphones are nearly three times faster than the global average, which results in more time spent online. In the United Kingdom, time spent on the internet more than doubled between 2005 and 2015 from 10 hours a week in 2005 to 23 hours in 2015.
Figure 2.1 Internet users and broadband speeds
Data can either be measured as stock (the amount of data
stored in a location) or flow (amount of data transmitted
from one location to another). One stock indicator is the
number of websites providing partial information about
content growth on the internet. According to Netcraft, a leading research firm covering the internet, 170 million websites
were active in June 2016, up from just 8 million in June 2000. Worldwidewebsize.com puts the number
of indexed web pages at 4.5 billion.2
Although useful, these
numbers still lack the ability to portray the full scale of data
accessible over telecommunication networks. They do not
include the so-called dark web, ranging from innocuous
private sites collecting sensor data to nefarious sites carrying
out illegal or semi-legal activities. Furthermore, not all data
going over the internet is from websites; it can also arise out of
voice over internet protocol, video conferencing, gaming, and
machine-to-machine communication.
More is known about data flows over the internet. In
the past, separate networks existed for specific content and
functions: for instance, telecommunications for voice and,
later, text messages; broadcasting for television and radio;
and private networks for businesses. The development of
the internet and internet protocol (IP) communications has
changed all that. Communications networks have generally
shifted from circuit-switched to packet-switched IP networks,
enabling virtually any type of content, from voice to text to
multimedia, to be encoded and distributed digitally. According to information technology (IT) company Cisco, traffic
over the internet will grow by more than 20 percent a year
between 2015 and 2020. This data deluge has popularized a new vocabulary of petabyte and exabyte that spell checkers
have not yet caught up with. Cisco proclaimed that the world
entered the zettabyte era (an amount equivalent to 250 billion
DVDs) in 2016 when annual global internet traffic surpassed
1 zettabyte.
It is useful to understand how internet traffic is classified
to understand how devices, users, applications, and services
are driving this growth. Internet traffic consists of IP and
managed IP traffic. The former is exchanged between internet service providers (ISPs), whereas the latter is end to end
within the same ISP's network. IP traffic can be further
disaggregated by whether it emanates from fixed or mobile
networks. The two accounted for three-quarters of internet
traffic in 2016, with fixed making up more than 90 percent
(figure 2.2, panel a). Managed IP traffic is forecast to decline
by 10 percentage points between 2015 and 2020, and the
share of mobile data in total traffic is projected to rise from
5 percent in 2015 to 16 percent by 2020.It is useful to understand how internet traffic is classified
to understand how devices, users, applications, and services
are driving this growth. Internet traffic consists of IP and
managed IP traffic. The former is exchanged between internet service providers (ISPs), whereas the latter is end to end
within the same ISP's network. IP traffic can be further
disaggregated by whether it emanates from fixed or mobile
networks. The two accounted for three-quarters of internet
traffic in 2016, with fixed making up more than 90 percent
(figure 2.2, panel a). Managed IP traffic is forecast to decline
by 10 percentage points between 2015 and 2020, and the
share of mobile data in total traffic is projected to rise from
5 percent in 2015 to 16 percent by 2020.
Figure 2.2 Global IP traffic and global consumer IP traffic
Businesses and consumers generate traffic, with the latter accounting for more than 80 percent in 2015, a share not projected to change much through 2020. Video dominates consumer IP traffic. It accounted for 38 exabytes a month of traffic in 2016, 71 percent of consumer IP traffic, and 43 percent of total IP traffic. It is forecast to grow by more than 30 percent a year so that, by the year 2020, it will account for 82 percent of consumer traffic and 57 percent of total IP traffic. Online gaming is projected to be the fastest-growing traffic stream between 2015 and 2020, at 47 percent per year. However, it accounts for a tiny share of total consumer traffic and its contribution will only rise from 0.2 percent to 0.4 percent.