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A report from The Economist Intelligence Unit 
THE FUTURE OF BUSINESS: HUMAN RESOURCES 
How HR leaders are 
reinventing their roles and transforming business 
Sponsored by
1 © The Economist Intelligence Unit Limited 2014 
THE FUTURE OF BUSINESS: HUMAN RESOURCES 
How HR leaders are reinventing their roles and 
transforming business 
To get a sense of just how dramatically the human 
resources field is being reshaped by the emerging 
digital economy, one need only to look to the rise 
of LinkedIn and the proliferation of specialised 
talent-acquisition sites and recruitment software. 
Launched in late 2002, LinkedIn has grown to more 
than 300m members in more than 200 countries 
and territories; the social networking site has 
transformed how employers and prospective 
employees engage with one another, becoming an 
indispensable tool for employers seeking the right 
person for a specific job. The ascendance of 
LinkedIn has also continued to escalate the 
ongoing “War for Talent”. Employers can use the 
site both to connect with active job seekers and 
also to identify desirable passive candidates to 
contact, court and hire. 
Similarly, the rules of engagement in the 
consumer battleground have been transformed by 
such developments as Amazon.com-style retailing 
and real-time bidding for online advertising. As a 
result of these new web-based customer outreach 
methods, the business-to-consumer (B2C) arena 
has become more transparent and connected. 
Similarly, LinkedIn and related capabilities have 
made the workplace more transparent and 
connected—and these types of DNA-level changes 
in business-to-employee (B2E) relationships are 
accelerating as the networked economy continues 
to ramp up and expand its capabilities. 
As these changes gather pace, the challenges 
and opportunities faced by chief human resources 
officers (CHROs) increasingly parallel those facing 
chief marketing officers (CMOs). Pervasive 
connectivity allows interactions between 
customers and marketers to occur almost anywhere 
at almost any time. In response, CMOs have been 
availing themselves of an expanding array of tools 
that use social, mobile, analytics and cloud 
technologies. These tools are enabling marketers 
to transform the marketing function from an 
episodic activity into a more proactively pervasive 
model in which marketers can get closer to 
customers by selectively engaging with them as 
they travel along their “customer journeys”. In a 
similar vein, CHROs are turning to an ever-broadening 
suite of digital capabilities that can 
enable HR departments to more effectively engage 
with prospective, current and past employees as 
they move through the new landscape defined by 
the ever-expanding connections of the digital 
economy. 
Certainly, these are critical times for the HR 
function. With roots in the industrial engineering 
efforts that began about a century ago, HR played a 
central role in guiding the design of the jobs that 
workers performed in the factories that were 
mushrooming in the late 19th and early 20th 
centuries. Initially, HR functions focused on the 
design of work, but, over the course of the second 
half of the 20th century, the emphasis largely 
shifted to critical behind-the-scenes support, such 
as payroll, benefits and compensation 
management. 
...the challenges 
and opportunities 
faced by chief 
human resources 
officers (CHROs) 
increasingly 
parallel those 
facing chief 
marketing officers 
(CMOs).
2 © The Economist Intelligence Unit Limited 2014 
THE FUTURE OF BUSINESS: HUMAN RESOURCES 
As a result, IT and shadow IT—rather than 
HR—have led the introduction of the initial wave of 
these new technologies, including those providing 
the collaboration and communication that are 
reshaping today’s workplace. “What has surprised 
me is the degree to which HR has not been 
involved, and the degree to which HR has avoided 
taking responsibility for those issues,” says John 
Sumser, editor of the HRExaminer online magazine, 
a leading industry trade publication. “We are at 
another transformational moment that requires HR 
to get re-involved in work redesign.” 
Today, HR officers have access to many new ways 
to recruit, retain, develop and train talent. These 
transformations in HR and the workplace are 
poised to open new ways to empower workers, 
create value organisation-wide and drive the 
development of new business models. 
Winning the “War for 
Talent” 
Recruiting and retention provide the clearest 
illustration of the impact that the combined power 
of data and pervasive connection is having on HR. 
At many organisations, hiring and keeping the 
right talent continues to be HR’s biggest challenge. 
The War for Talent is intensifying as the labour 
market becomes more transparent—the challenge 
extends far beyond LinkedIn. Career sites such as 
Glassdoor, CareerBliss, CareerLeak, JobBite and 
Jobitorial (acquired by Glassdoor) are rapidly 
expanding and extending connectivity and 
transparency in their own distinctive ways. 
Consider Glassdoor. The site went live in 2008 
and now boasts 22m members and offers access to 
6m pieces of user-generated content. This includes 
more than 3m company-specific salary reports, as 
well as employee-provided workplace reviews and 
ratings, CEO approval ratings, interview reviews 
and questions, and even office photos for more 
than 700,000 companies worldwide. 
This access to information and unprecedented 
transparency into potential workplaces—especially 
the availability of pro and con commentary 
provided anonymously by employees—have proven 
hugely popular with jobseekers. In a study 
conducted by ERE Media (released in January 
2014), a stunning 48% of jobseekers surveyed 
reported that they had used Glassdoor at some 
point in their job search—and most consulted 
reviews to find top employers before they even 
considered applying at a company. 
The result of these and related developments 
has been the emergence of a far more informed and 
efficient employment marketplace. “Where you go 
to work and who you choose to work for is one of 
the single most important decisions that you will 
make in your life,” noted Glassdoor founder and 
CEO Robert Hohman in a recent speech. Mr 
Hohman, who had been president of the Hotwire 
discount travel site prior to launching Glassdoor, 
emphasised that as a result of their experiences 
with web-based e-commerce, “most people now 
have the expectation that they will have access to 
information before buying a product and making a 
decision”. 
Mr Hohman points to Glassdoor and similar sites 
as an extension of this expectation to the 
employment arena. “We are in the middle of a 
turning-point,” said Mr Hohman. “The knowledge 
of what it is like to be working for a company 
cannot be hidden. It will be known. You have to 
embrace the transparency as an opportunity. It is a 
new way to hire; it is a new way to get top talent, 
and the people who really get good at this and who 
are first movers will benefit disproportionately 
from it.” 
Some leading global HR departments are doing 
just that as the War for Talent intensifies, and, in 
some cases, they are gaining key insights from 
their CMOs. In the marketing arena, standard 
practice now calls for CMOs to develop marketing 
programmes that pull widely varied data from 
multiple sources, use Big Data predictive modelling 
to identify their most promising customers and 
then connect with those prospects via the web. HR 
executives have begun to roll out similar 
approaches to identify and reach out to prime 
prospective employees. 
Similarly, CHROs have access to aggregated data 
from a diverse set of internal and external sources. 
❛❛ 
What has 
surprised me is 
the degree to 
which HR has not 
been involved, 
and the degree to 
which HR has 
avoided taking 
responsibility for 
those issues. 
❜❜ 
John Sumser, 
editor of the HRExaminer 
Online Magazine
3 © The Economist Intelligence Unit Limited 2014 
THE FUTURE OF BUSINESS: HUMAN RESOURCES 
Internal data can include information from 
scanned business cards, CVs and applications that 
the company has received and from internal HR 
databases. With the permission of current 
employees, this internal data can be augmented by 
information that is captured from the LinkedIn 
contacts of those employees. External data can 
come from scouring social media sites like 
Facebook and Twitter, as well as special-interest 
forums, web-based communities and other sources. 
Once the information has been pulled together, 
algorithms are applied to produce rankings that 
identify prospects that appear to be most suited for 
the open positions. 
A growing number of companies have developed 
products and services to help HR officers with these 
types of initiatives. For instance, Toronto-based 
Careerify offers a product specifically designed to 
enable a firm to leverage its employees’ social 
network contacts to increase the volume of 
high-quality employee referrals. It does so by 
allowing employers to effectively connect with the 
employees’ Facebook, Linkedin, Google+, Twitter 
and other networks. 
San Francisco-based Gild, which has created 
technology to help companies identify highly 
skilled software engineers, takes another approach 
that goes far beyond drawing on the standard 
social-media sources. At Gild, data-gathering 
includes searching the web for open-source code, 
then evaluating the programmers who wrote the 
software for simplicity, elegance and 
documentation. It also scans programmer Q&A 
forums and evaluates how popular a programmer’s 
advice is, and—even more important—how often it 
is cited and passed along by others. 
Additionally, just as CMOs use new sources of 
data and analytics to identify at-risk customers, 
CHROs are using similar techniques to identify 
at-risk employees and gain better understanding of 
attrition issues. These new retention programmes 
use analytic algorithms that produce insights 
based on crunching data collected from a variety of 
internal and external sources. Internal information 
that can be gathered might include skills, 
experience, velocity of career advancement, 
compensation and project involvement. External 
information can be drawn from multiple and widely 
varied sources, including position-specific job 
market data, such as market demand for specific 
skills and compensation relative to the market, as 
well as individual-specific information (eg flagging 
employees who have become unusually active on 
their professional-networking sites). 
Other “candidate relationship” initiatives 
attempt to cultivate connections with promising 
candidates who can’t be placed immediately in a 
position. An HR professional who identifies a 
promising recruit may not have an appropriate 
position available at that time. But to keep the 
recruit engaged, the HR department may send the 
prospect a continuing stream of information to 
help build a connection with the company. Such 
activities parallel similar actions the marketing 
department might take to connect with a potential 
customer. 
Working proactively, CHROs also need to 
determine which of their key employees is mostly 
likely to leave—and what steps they can take to 
reduce that risk. Although that challenge is often 
extremely difficult, predictive analytics can help 
provide the information they need to make these 
informed decisions. The data they may need to take 
into account include internal information such as 
performance reviews, raises the key employees 
have received and what training they have sought. 
What might also prove invaluable is access to 
external data, such as comparable salaries 
elsewhere, as well as social-media data about what 
others are saying about these individuals—and 
even what they’ve said about others. 
The power of data 
Most of these new capabilities are based on new 
sources of data that are rapidly becoming available 
to HR executives. In the past, the available data 
were relatively limited and typically consisted of 
basic personal data about a company’s employees, 
their compensation and their performance, as well 
as static, highly aggregated information about 
labour markets. 
…just as CMOs use 
new sources of 
data and analytics 
to identify at-risk 
customers, CHROs 
are using similar 
techniques to 
identify at-risk 
employees and 
gain better 
understanding of 
attrition issues.
4 © The Economist Intelligence Unit Limited 2014 
THE FUTURE OF BUSINESS: HUMAN RESOURCES 
Now CHROs are turning to new sources of data. 
For example, text and unstructured data from 
social media as well as from relevant special-interest 
forums, user groups, and web-based 
communities can be used to track and analyse the 
skills, knowledge, experience and career paths of 
employees, former employees and potential 
employees. Moreover, the range of new data that is 
available to CHROs appears to be increasing daily in 
its variety, volume and velocity. 
The tremendous increases in data storage 
capability and computing power permit the 
running of complex and sophisticated analyses on 
large data sets in record time. For proactive HR 
executives, combining data from traditional and 
digital sources inside and outside the company 
represents a source of ongoing discovery and 
analysis. 
The combination of data and powerful analytic 
tools is helping give HR executives much more 
insight into and information about business 
processes across their organisations and the 
environments in which they operate. For instance, 
they can get a much more granular understanding 
of local labour markets based on detailed analysis 
of online jobs listings. 
A recent Joyce Foundation report notes that 
jobs advertised online now reflect at least 70% of 
all openings, and a company that wants to better 
understand the local labour market can conduct its 
own collection and analysis of this online job data. 
Alternatively, a business can turn to what the 
foundation describes as “enterprising for-profit 
companies [that] have developed sophisticated 
technologies that can aggregate and analyse these 
online job ads and provide ‘real-time’ intelligence 
on hiring trends for industries and occupations, job 
requirements (eg skills, education, experience, 
certifications), and compensation (eg salary and 
benefits).” 
Other analytic tools can help companies analyse 
their internal data to identify employee skill sets 
that are available for the company to tap—as well 
as those skills that are in short supply. 
Building a better workforce 
Most CHROs recognise that they must do more than 
recruit and retain new employees; they must 
develop and train the talent they already have. 
Here, too, CHROs are finding new sources of data 
and using predictive analytic tools to help their 
companies understand the resources needed to 
craft and organize personalised training and 
development initiatives. 
For instance, some tools can help effectively 
predict which employees will be successful based 
on Big Data algorithms. For example, one large call 
centre operation found that responses to 
statements like “I ask more questions than most 
people do” and “People tend to trust me” provide 
better forecasts of success than those provided by 
traditional measures such as “prior experience”. 
Other kinds of analysis can help determine 
which types of training are most effective for which 
positions. These analyses can help link coursework 
with subsequent performance levels or indicate 
which combination of courses has had a 
disproportionately positive effect on outcomes. For 
instance, one company performed an analysis that 
pulled information from its Learning Management 
System (which had information about the training 
courses that an employee had taken) and its 
Customer Management System (which included 
data that measures the sales performance of its 
salespeople). When it completed its analysis, the 
company was surprised to discover that one 
particular course stood far above the rest in terms 
of the ROI it generated by increasing the 
productivity—and job satisfaction—of those sales 
personnel who had taken this particular 
programme. 
Some CHROs have also developed predictive 
models to improve mentoring programmes. 
Existing programmes often focus on gaps in 
employee skills and try to link employees with 
mentors who are strong in the area where the 
employee is weak. Those matchups sometimes can 
fail because the experience gap between the two 
individuals is too great. Others fail to address 
whether mentors and employees are personally 
A recent Joyce 
Foundation report 
notes that jobs 
advertised online 
now reflect at 
least 70% of all 
openings, and a 
company that 
wants to better 
understand the 
local labour 
market can 
conduct its own 
collection and 
analysis of this 
online job data.
5 © The Economist Intelligence Unit Limited 2014 
THE FUTURE OF BUSINESS: HUMAN RESOURCES 
compatible. The most advanced initiatives use 
social algorithms similar to those used by dating 
sites, such as eHarmony.com and Match.com, to 
come up with successful pairings. Improvements in 
mentoring effectiveness are particularly important 
because surveys have shown that millennials prefer 
mentoring to other types of learning. 
Models are also being developed to build better 
relationships with former employees via alumni 
networks. A valued employee may leave to take a 
position at another firm for a variety of reasons. 
The company’s best interests might be served by 
keeping tabs on that employee while he or she 
develops skills elsewhere and then try to rehire the 
former employee at a later date. 
The road ahead 
From the perspective of the emerging digital 
economy, CHROs may find their roles transformed 
in radically new ways in just the next few years: 
l CHROs may be able to gain access to data from 
the Internet of Things (IoT)—or even wearable 
technology—that may add an entirely new level 
of understanding to their decision-making. Once 
privacy issues had been addressed, then data 
from wearable employee devices with GPS 
capability could be analysed to determine routes 
that employees use frequently, uncover points 
of congestion or suggest office or factory 
redesign for maximum collaboration and 
efficiency. Devices with biometric sensors could 
be incorporated into wellness-incentive 
programmes, help prevent employee injuries or 
prevent drivers from falling asleep behind the 
wheel. 
l As the ability to measure, collect and analyse 
more granular data increases, HR departments 
will be able to better recognise the 
contributions of individual workers to a 
particular business case and personalise the way 
these individuals are treated. 
l Big Data and related opportunities will require 
CHROs to vastly expand their own data analysis 
skills and the capabilities of their HR staffs. At 
the very least, HR teams will need to upgrade 
their data and statistical literacy and gain 
greater confidence with fundamental tools and 
concepts to make effective use of data 
integration, manipulation, analysis and 
interpretation—skills that go far beyond facility 
with a spreadsheet. HR teams also will need to 
enhance their abilities to identify useful new 
types of data beyond traditional and digital 
sources—both inside and outside the company. 
l These new capabilities may also raise legal and 
ethical issues that will be especially relevant for 
HR operations. How will CHROs be able to glean 
valuable insights from text-mining e-mail and 
collaboration tools? In what ways will they be 
able to track trends in employee sentiment in 
real time to identify key influencers and 
top-performing groups? 
The HR field may have been born in the industrial 
era, but today it is on the verge of being 
transformed by the sweeping advances of the 
digital era and renewed recognition of the 
important role that human capital plays in driving 
both revenue and growth. 
By leveraging newly available data and new 
analytic tools, HR leaders will be better able to help 
their organisations create value across a broad 
spectrum of potential, thereby enhancing their 
own role and stature in the process. 
A valued employee 
may leave to take 
a position at 
another firm for a 
variety of reasons. 
The company’s 
best interests 
might be served 
by keeping tabs 
on that employee 
while he or she 
develops skills 
elsewhere and 
then try to rehire 
the former 
employee at a 
later date.
6 © The Economist Intelligence Unit Limited 2014 
THE FUTURE OF BUSINESS: HUMAN RESOURCES 
Whilst every effort has been taken to verify the accuracy of this 
information, neither The Economist Intelligence Unit Ltd. nor the 
sponsor of this report can accept any responsibility or liability 
for reliance by any person on this white paper or any of the 
information, opinions or conclusions set out in the white paper. 
About SAP 
SAP is the world’s leading provider of enterprise application 
software. SAP solutions are designed to meet the demands 
of companies of all sizes—from small and midsize businesses 
to global enterprises. Additional information can be found at 
www.sap.com. 
Cover: Shutterstock
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London 
E14 4QW 
United Kingdom 
Tel: (44.20) 7576 8000 
Fax: (44.20) 7576 8476 
E-mail: london@eiu.com 
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750 Third Avenue 
5th Floor 
New York, NY 10017 
United States 
Tel: (1.212) 554 0600 
Fax: (1.212) 586 0248 
E-mail: newyork@eiu.com 
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Fax: (41) 22 346 93 47 
E-mail: geneva@eiu.com

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How HR leaders are reinventing their roles and transforming business

  • 1. A report from The Economist Intelligence Unit THE FUTURE OF BUSINESS: HUMAN RESOURCES How HR leaders are reinventing their roles and transforming business Sponsored by
  • 2. 1 © The Economist Intelligence Unit Limited 2014 THE FUTURE OF BUSINESS: HUMAN RESOURCES How HR leaders are reinventing their roles and transforming business To get a sense of just how dramatically the human resources field is being reshaped by the emerging digital economy, one need only to look to the rise of LinkedIn and the proliferation of specialised talent-acquisition sites and recruitment software. Launched in late 2002, LinkedIn has grown to more than 300m members in more than 200 countries and territories; the social networking site has transformed how employers and prospective employees engage with one another, becoming an indispensable tool for employers seeking the right person for a specific job. The ascendance of LinkedIn has also continued to escalate the ongoing “War for Talent”. Employers can use the site both to connect with active job seekers and also to identify desirable passive candidates to contact, court and hire. Similarly, the rules of engagement in the consumer battleground have been transformed by such developments as Amazon.com-style retailing and real-time bidding for online advertising. As a result of these new web-based customer outreach methods, the business-to-consumer (B2C) arena has become more transparent and connected. Similarly, LinkedIn and related capabilities have made the workplace more transparent and connected—and these types of DNA-level changes in business-to-employee (B2E) relationships are accelerating as the networked economy continues to ramp up and expand its capabilities. As these changes gather pace, the challenges and opportunities faced by chief human resources officers (CHROs) increasingly parallel those facing chief marketing officers (CMOs). Pervasive connectivity allows interactions between customers and marketers to occur almost anywhere at almost any time. In response, CMOs have been availing themselves of an expanding array of tools that use social, mobile, analytics and cloud technologies. These tools are enabling marketers to transform the marketing function from an episodic activity into a more proactively pervasive model in which marketers can get closer to customers by selectively engaging with them as they travel along their “customer journeys”. In a similar vein, CHROs are turning to an ever-broadening suite of digital capabilities that can enable HR departments to more effectively engage with prospective, current and past employees as they move through the new landscape defined by the ever-expanding connections of the digital economy. Certainly, these are critical times for the HR function. With roots in the industrial engineering efforts that began about a century ago, HR played a central role in guiding the design of the jobs that workers performed in the factories that were mushrooming in the late 19th and early 20th centuries. Initially, HR functions focused on the design of work, but, over the course of the second half of the 20th century, the emphasis largely shifted to critical behind-the-scenes support, such as payroll, benefits and compensation management. ...the challenges and opportunities faced by chief human resources officers (CHROs) increasingly parallel those facing chief marketing officers (CMOs).
  • 3. 2 © The Economist Intelligence Unit Limited 2014 THE FUTURE OF BUSINESS: HUMAN RESOURCES As a result, IT and shadow IT—rather than HR—have led the introduction of the initial wave of these new technologies, including those providing the collaboration and communication that are reshaping today’s workplace. “What has surprised me is the degree to which HR has not been involved, and the degree to which HR has avoided taking responsibility for those issues,” says John Sumser, editor of the HRExaminer online magazine, a leading industry trade publication. “We are at another transformational moment that requires HR to get re-involved in work redesign.” Today, HR officers have access to many new ways to recruit, retain, develop and train talent. These transformations in HR and the workplace are poised to open new ways to empower workers, create value organisation-wide and drive the development of new business models. Winning the “War for Talent” Recruiting and retention provide the clearest illustration of the impact that the combined power of data and pervasive connection is having on HR. At many organisations, hiring and keeping the right talent continues to be HR’s biggest challenge. The War for Talent is intensifying as the labour market becomes more transparent—the challenge extends far beyond LinkedIn. Career sites such as Glassdoor, CareerBliss, CareerLeak, JobBite and Jobitorial (acquired by Glassdoor) are rapidly expanding and extending connectivity and transparency in their own distinctive ways. Consider Glassdoor. The site went live in 2008 and now boasts 22m members and offers access to 6m pieces of user-generated content. This includes more than 3m company-specific salary reports, as well as employee-provided workplace reviews and ratings, CEO approval ratings, interview reviews and questions, and even office photos for more than 700,000 companies worldwide. This access to information and unprecedented transparency into potential workplaces—especially the availability of pro and con commentary provided anonymously by employees—have proven hugely popular with jobseekers. In a study conducted by ERE Media (released in January 2014), a stunning 48% of jobseekers surveyed reported that they had used Glassdoor at some point in their job search—and most consulted reviews to find top employers before they even considered applying at a company. The result of these and related developments has been the emergence of a far more informed and efficient employment marketplace. “Where you go to work and who you choose to work for is one of the single most important decisions that you will make in your life,” noted Glassdoor founder and CEO Robert Hohman in a recent speech. Mr Hohman, who had been president of the Hotwire discount travel site prior to launching Glassdoor, emphasised that as a result of their experiences with web-based e-commerce, “most people now have the expectation that they will have access to information before buying a product and making a decision”. Mr Hohman points to Glassdoor and similar sites as an extension of this expectation to the employment arena. “We are in the middle of a turning-point,” said Mr Hohman. “The knowledge of what it is like to be working for a company cannot be hidden. It will be known. You have to embrace the transparency as an opportunity. It is a new way to hire; it is a new way to get top talent, and the people who really get good at this and who are first movers will benefit disproportionately from it.” Some leading global HR departments are doing just that as the War for Talent intensifies, and, in some cases, they are gaining key insights from their CMOs. In the marketing arena, standard practice now calls for CMOs to develop marketing programmes that pull widely varied data from multiple sources, use Big Data predictive modelling to identify their most promising customers and then connect with those prospects via the web. HR executives have begun to roll out similar approaches to identify and reach out to prime prospective employees. Similarly, CHROs have access to aggregated data from a diverse set of internal and external sources. ❛❛ What has surprised me is the degree to which HR has not been involved, and the degree to which HR has avoided taking responsibility for those issues. ❜❜ John Sumser, editor of the HRExaminer Online Magazine
  • 4. 3 © The Economist Intelligence Unit Limited 2014 THE FUTURE OF BUSINESS: HUMAN RESOURCES Internal data can include information from scanned business cards, CVs and applications that the company has received and from internal HR databases. With the permission of current employees, this internal data can be augmented by information that is captured from the LinkedIn contacts of those employees. External data can come from scouring social media sites like Facebook and Twitter, as well as special-interest forums, web-based communities and other sources. Once the information has been pulled together, algorithms are applied to produce rankings that identify prospects that appear to be most suited for the open positions. A growing number of companies have developed products and services to help HR officers with these types of initiatives. For instance, Toronto-based Careerify offers a product specifically designed to enable a firm to leverage its employees’ social network contacts to increase the volume of high-quality employee referrals. It does so by allowing employers to effectively connect with the employees’ Facebook, Linkedin, Google+, Twitter and other networks. San Francisco-based Gild, which has created technology to help companies identify highly skilled software engineers, takes another approach that goes far beyond drawing on the standard social-media sources. At Gild, data-gathering includes searching the web for open-source code, then evaluating the programmers who wrote the software for simplicity, elegance and documentation. It also scans programmer Q&A forums and evaluates how popular a programmer’s advice is, and—even more important—how often it is cited and passed along by others. Additionally, just as CMOs use new sources of data and analytics to identify at-risk customers, CHROs are using similar techniques to identify at-risk employees and gain better understanding of attrition issues. These new retention programmes use analytic algorithms that produce insights based on crunching data collected from a variety of internal and external sources. Internal information that can be gathered might include skills, experience, velocity of career advancement, compensation and project involvement. External information can be drawn from multiple and widely varied sources, including position-specific job market data, such as market demand for specific skills and compensation relative to the market, as well as individual-specific information (eg flagging employees who have become unusually active on their professional-networking sites). Other “candidate relationship” initiatives attempt to cultivate connections with promising candidates who can’t be placed immediately in a position. An HR professional who identifies a promising recruit may not have an appropriate position available at that time. But to keep the recruit engaged, the HR department may send the prospect a continuing stream of information to help build a connection with the company. Such activities parallel similar actions the marketing department might take to connect with a potential customer. Working proactively, CHROs also need to determine which of their key employees is mostly likely to leave—and what steps they can take to reduce that risk. Although that challenge is often extremely difficult, predictive analytics can help provide the information they need to make these informed decisions. The data they may need to take into account include internal information such as performance reviews, raises the key employees have received and what training they have sought. What might also prove invaluable is access to external data, such as comparable salaries elsewhere, as well as social-media data about what others are saying about these individuals—and even what they’ve said about others. The power of data Most of these new capabilities are based on new sources of data that are rapidly becoming available to HR executives. In the past, the available data were relatively limited and typically consisted of basic personal data about a company’s employees, their compensation and their performance, as well as static, highly aggregated information about labour markets. …just as CMOs use new sources of data and analytics to identify at-risk customers, CHROs are using similar techniques to identify at-risk employees and gain better understanding of attrition issues.
  • 5. 4 © The Economist Intelligence Unit Limited 2014 THE FUTURE OF BUSINESS: HUMAN RESOURCES Now CHROs are turning to new sources of data. For example, text and unstructured data from social media as well as from relevant special-interest forums, user groups, and web-based communities can be used to track and analyse the skills, knowledge, experience and career paths of employees, former employees and potential employees. Moreover, the range of new data that is available to CHROs appears to be increasing daily in its variety, volume and velocity. The tremendous increases in data storage capability and computing power permit the running of complex and sophisticated analyses on large data sets in record time. For proactive HR executives, combining data from traditional and digital sources inside and outside the company represents a source of ongoing discovery and analysis. The combination of data and powerful analytic tools is helping give HR executives much more insight into and information about business processes across their organisations and the environments in which they operate. For instance, they can get a much more granular understanding of local labour markets based on detailed analysis of online jobs listings. A recent Joyce Foundation report notes that jobs advertised online now reflect at least 70% of all openings, and a company that wants to better understand the local labour market can conduct its own collection and analysis of this online job data. Alternatively, a business can turn to what the foundation describes as “enterprising for-profit companies [that] have developed sophisticated technologies that can aggregate and analyse these online job ads and provide ‘real-time’ intelligence on hiring trends for industries and occupations, job requirements (eg skills, education, experience, certifications), and compensation (eg salary and benefits).” Other analytic tools can help companies analyse their internal data to identify employee skill sets that are available for the company to tap—as well as those skills that are in short supply. Building a better workforce Most CHROs recognise that they must do more than recruit and retain new employees; they must develop and train the talent they already have. Here, too, CHROs are finding new sources of data and using predictive analytic tools to help their companies understand the resources needed to craft and organize personalised training and development initiatives. For instance, some tools can help effectively predict which employees will be successful based on Big Data algorithms. For example, one large call centre operation found that responses to statements like “I ask more questions than most people do” and “People tend to trust me” provide better forecasts of success than those provided by traditional measures such as “prior experience”. Other kinds of analysis can help determine which types of training are most effective for which positions. These analyses can help link coursework with subsequent performance levels or indicate which combination of courses has had a disproportionately positive effect on outcomes. For instance, one company performed an analysis that pulled information from its Learning Management System (which had information about the training courses that an employee had taken) and its Customer Management System (which included data that measures the sales performance of its salespeople). When it completed its analysis, the company was surprised to discover that one particular course stood far above the rest in terms of the ROI it generated by increasing the productivity—and job satisfaction—of those sales personnel who had taken this particular programme. Some CHROs have also developed predictive models to improve mentoring programmes. Existing programmes often focus on gaps in employee skills and try to link employees with mentors who are strong in the area where the employee is weak. Those matchups sometimes can fail because the experience gap between the two individuals is too great. Others fail to address whether mentors and employees are personally A recent Joyce Foundation report notes that jobs advertised online now reflect at least 70% of all openings, and a company that wants to better understand the local labour market can conduct its own collection and analysis of this online job data.
  • 6. 5 © The Economist Intelligence Unit Limited 2014 THE FUTURE OF BUSINESS: HUMAN RESOURCES compatible. The most advanced initiatives use social algorithms similar to those used by dating sites, such as eHarmony.com and Match.com, to come up with successful pairings. Improvements in mentoring effectiveness are particularly important because surveys have shown that millennials prefer mentoring to other types of learning. Models are also being developed to build better relationships with former employees via alumni networks. A valued employee may leave to take a position at another firm for a variety of reasons. The company’s best interests might be served by keeping tabs on that employee while he or she develops skills elsewhere and then try to rehire the former employee at a later date. The road ahead From the perspective of the emerging digital economy, CHROs may find their roles transformed in radically new ways in just the next few years: l CHROs may be able to gain access to data from the Internet of Things (IoT)—or even wearable technology—that may add an entirely new level of understanding to their decision-making. Once privacy issues had been addressed, then data from wearable employee devices with GPS capability could be analysed to determine routes that employees use frequently, uncover points of congestion or suggest office or factory redesign for maximum collaboration and efficiency. Devices with biometric sensors could be incorporated into wellness-incentive programmes, help prevent employee injuries or prevent drivers from falling asleep behind the wheel. l As the ability to measure, collect and analyse more granular data increases, HR departments will be able to better recognise the contributions of individual workers to a particular business case and personalise the way these individuals are treated. l Big Data and related opportunities will require CHROs to vastly expand their own data analysis skills and the capabilities of their HR staffs. At the very least, HR teams will need to upgrade their data and statistical literacy and gain greater confidence with fundamental tools and concepts to make effective use of data integration, manipulation, analysis and interpretation—skills that go far beyond facility with a spreadsheet. HR teams also will need to enhance their abilities to identify useful new types of data beyond traditional and digital sources—both inside and outside the company. l These new capabilities may also raise legal and ethical issues that will be especially relevant for HR operations. How will CHROs be able to glean valuable insights from text-mining e-mail and collaboration tools? In what ways will they be able to track trends in employee sentiment in real time to identify key influencers and top-performing groups? The HR field may have been born in the industrial era, but today it is on the verge of being transformed by the sweeping advances of the digital era and renewed recognition of the important role that human capital plays in driving both revenue and growth. By leveraging newly available data and new analytic tools, HR leaders will be better able to help their organisations create value across a broad spectrum of potential, thereby enhancing their own role and stature in the process. A valued employee may leave to take a position at another firm for a variety of reasons. The company’s best interests might be served by keeping tabs on that employee while he or she develops skills elsewhere and then try to rehire the former employee at a later date.
  • 7. 6 © The Economist Intelligence Unit Limited 2014 THE FUTURE OF BUSINESS: HUMAN RESOURCES Whilst every effort has been taken to verify the accuracy of this information, neither The Economist Intelligence Unit Ltd. nor the sponsor of this report can accept any responsibility or liability for reliance by any person on this white paper or any of the information, opinions or conclusions set out in the white paper. About SAP SAP is the world’s leading provider of enterprise application software. SAP solutions are designed to meet the demands of companies of all sizes—from small and midsize businesses to global enterprises. Additional information can be found at www.sap.com. Cover: Shutterstock
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