HR Analytics 2nd Chapter
HR Analytics 2nd Chapter
HR Analytics 2nd Chapter
Example:
• Motorola is one of the companies that successfully implement
benchmark. Motorola have tried to benchmark from Dominos Pizza
and Federal Express in order to improve their delivery process.
Reasons for Benchmarking:
1. Clarity
2. Objectivity
3. Lowering Labour costs
4. Improving Product Quality
5. Immediate Applications
Pitfalls of Benchmarking:
1. Complex
2. Difficult Process
3. Dynamic Concept
4. Cannot Quickly Replace Performance
5. Not a Panacea (solution) for all Quality
6. Time Consuming
Strategic HR Metrics versus Benchmarking:
Benchmarking Strategic HR Metrics
Emphasises administrative efficiency as performance standard. Emphasises strategic impact as performance standard.
Typically can collect data using off-the-shelf software. Often requires customised information technology.
HR owns only HR. HR shares responsibility for human capital performance with line managers.
Results in HR being managed like a commodity. Results in HR being managed like a unique strategic asset.
HR increasingly marginalised and outsourced to low-cost vendor. HR not easily outsourced because contribution is firm specific and based on
more than cost control.
HR Scorecard:
A strategic HR measurement system called HR Scorecard introduced by Becker,
Huselid and Ulrich represents an important lever that firms can use to design and
deploy a more effective HR strategy.
Most HR scorecards are developed based on the work of Robert Kaplan and David
Norton, who built upon the original “balanced scorecard” theories of Art
Schneiderman.
HR Scorecard measures the HR functions and efficiency in producing employee
behaviours needed to achieve the company's goals.
Goals of HR scorecards:
• Help business to determine value of their HR departments.
• Attempts to provide link between HR Operations and companies business targets.
HR Scorecard Relationship
HR Activities
Emergent Employee
Behaviours
Strategically Relevant
Organizational outcomes
Organizational
Performance
Active Strategic
Goals
HR Scorecard :
An HR scorecard is defined as a process for assigning financial and
non- financial goals or metrics to the human resource management
related chain of activities required for achieving the company’s strategic
aims and for monitoring results.
HR scorecard aligns HR support with organizational strategy. It
demonstrates HR value contribution in achieving organizational
strategic intent. It helps in strategic alignment of HR functions, by
mapping critical HR supports like performance management systems
and innovation, training and development, etc.
Developing an HR scorecard is not a one time exercise, nor an annual
event. The HR professionals need to be alert and proactive towards the
business changes.
Scorecards are Different from HR Analytics:
Analytics is indeed something that represents Next Generation business practices.
Also the HR scorecard represents how the performance of employees and the HR
Function, as well as the larger organisation, can be optimised and be made more
efficient through data –driven measures of performance and analysis using
advanced forms of forecasting and analysis.
HR Scorecard typically is used to generate ROI or Return On Investment of
Human Resources wherein financial and operational measures are gathered and
reported related to specific employee performance and how well such measures fit
in with the broader organisational imperatives.
Analytics on the other hand, can be used in any organisational function to derive
the Cost-Benefit analysis of various organisational initiatives.
Further, Data and Business Analytic tools can be used to arrive at
prognostications (predictions) about the future using large datasets and trends.
CONTINUED,
HR scorecard measures of employee performance and how specific employees
have justified the costs incurred on them with the derived benefits from their
performance.
Thus, it is indeed the case that specific employees and their performance can be
quantified and reported on the HR scorecard using financial and operational
measures.
Analytics using Big Data and Artificial Intelligence can be used to arrive at
granular methods of data and business analytics. In other words, while the HR
scorecard can be used to generate and report the financial and operational
measures, the data and business analytics can be used in such reporting of
measures by preparing the necessary measures of performance in a highly granular
and sophisticated manner.
Thus, while the HR scorecard is a reporting tool, the Analytics tool is a data
gathering and analysis tool that can be used to discern trends and the Big picture.
These both tools can be used to both report and forecast measures of employee
performance and broader organisational performance.
Practical Applications of HR Scorecard:
At this level, organisations are able to identify competency-based best practices that
most suit the organisational environment and incorporate them as everyday work
practices. “ These practices are documented and integrated into a common process
in which the entire organisation is then trained;, leading to a professional culture.
The workforce capabilities should clearly align with business objectives leading to a
distinct competitive advantage.
At this level, an organisation- wide framework of a strategic workforce plan
and workforce competencies established. “When the organisation achieves maturity
Level 3, the conditions required for empowerment- competent people, effective
process, and a participatory environment – are established’.
Level 4 ( Predictable – Capability Management):
Once the work processes are established and institutionalised, the organisations
acquire the necessary capability to predict and effectively manage its future
performance. Where deviation occur, ; the cause needs to be determined and
corrective action taken if necessary when the organisation can characterise the
performance of its processes quantitatively, it has profound knowledge that can be
used to improve them’.
‘The quantitative management capabilities implemented at Maturity Level
4 provide management with better input for strategic decisions, while encouraging
delegation of operational details to people close to the processes’.
Level 5 ( Optimising – Change Management):
At this highest level of maturity, the work processes and practices undergo
continuous environment to effectively meet the challenges of constantly changing
environment. ‘Managing technological and process change become standard
organisational processes and process of improvement throughout the organisation
becomes perpetual’. People are empowered to engage continuous improvement.
At this level, change management becomes integral and routine part of
organisational life. ‘At maturity Level 5, individuals are encouraged to make
continuous improvements to their personal work processes by analysing their work
and making necessary process enhancements. The organisation also need to ensure
that best practices are shared and implemented across the entire organisational
network rather than being isolated to just some parts.
HCM: 21 Framework:
The Human Capital Management framework for the twenty –first century (HCM - 21) consists of
following four phases:
1) Scanning: All the external market forces and internal organisational factors are listed in terms of
how they might affect the organisations human, and relational capital. Additionally , the
interdependencies and interactions across these three forms of capital are recognised and
accounted for. This is the Critical, often ignored, point.
2) Planning: Workforce planning is reconstituted as capability development. The industrial era, gap-
analysis, structure-focused model is replaced with an agile system focused on building
sustainable human capability rather than finding positions; in fact many of those older positions
will be restructured or eliminated.
3) Producing: Human resources services are studied as processes with inputs, throughputs, and
outputs. Statistical analysis is applied to uncover the most cost-effective combination of inputs
and throughputs to drive desired outputs.
4) Predicting: A three-point measurement system is designed to include strategic, operational, and
leading indicators. The causal and correlational aspects of the three points are used to tell a
comprehensive story.
Talentship Framework:
Finance Marketing Talentship
Lifetime Sustainable
Profits Profits strategic
success
Customer
Margin Impact
Value
Target Organisation
Sales (Segments) and Talent
Asset Effectiveness
Response
Productivity
Mix Programmes
Assets and practices
(Four P’s)
Leverage Spend Efficiency