As organisations increasingly turn to data to guide workforce decisions, HR professionals face a growing expectation to translate numbers into meaningful business insights. But what does it take to make that shift?
1. We have the numbers. Do we have the answers?
"We need to reduce attrition."
"Are our training programmes actually working?"
"How do we know if we have the right skills for the future?"
These are familiar questions for HR professionals. And increasingly, business leaders expect answers supported by data.
Most HR teams already work with considerable amounts of information. Employee turnover, recruitment timelines, training expenditure, engagement scores and performance indicators are regularly tracked and reported.
Yet when management asks why a trend is happening or what should be done about it, the answers are not always straightforward.
This challenge is particularly relevant as Singapore's workforce continues to evolve.
According to the Ministry of Manpower's Job Vacancies 2025 report, 49.3% of vacancies were newly created positions, while 79.6% did not place academic qualifications as the main hiring consideration.
For HR professionals, such shifts raise increasingly complex questions about workforce planning, skills availability, talent development and organisational readiness.
2. The contradiction: More data, but are we making better decisions?
HR technology has made workforce information more accessible than ever.
Dashboards can track turnover trends, recruitment systems can measure hiring efficiency, and learning platforms can report course completions.
But access to more information does not necessarily translate into better decisions.
Consider employee attrition. Knowing that turnover has increased by 15% is useful. Understanding whether the increase is concentrated among high performers, newer employees or particular job functions is more valuable.
Identifying the factors contributing to those departures, and determining which interventions might make a difference, is where HR analytics becomes meaningful.
Similarly, recording that 200 employees have completed AI training tells us something about learning participation. It tells us much less about whether employees are applying their new skills or whether productivity has improved.
The challenge for HR professionals is moving from reporting what happened to understanding why it happened and advising what should happen next.
3. The solution is the Question
So, what exactly is HR analytics?
HR analytics, also known as people analytics, is the systematic use of workforce data to identify trends, understand people-related challenges and support evidence-based business decisions. It helps HR professionals translate information about employees, skills and performance into actionable insights.
But effective HR analytics begins with asking the right business questions.
Instead of asking, "What does our turnover dashboard show?", consider asking, "What is driving voluntary departures among employees in critical roles?"
That change in perspective helps determine what information to examine, which patterns matter and where further investigation is needed.
Effective HR analytics moves from describing what happened to investigating why, anticipating what might happen next and evaluating possible responses.
Yet data tells only part of the story. Understanding the business context, questioning assumptions and exercising professional judgement remain essential.HR professionals need to connect workforce information with business priorities, translate findings into recommendations and communicate them convincingly to stakeholders.
4. Building HR analytics capability
Recognising this need, SHRI Academy offers the Human Resource Analytics and Insights programme, an IHRP-accredited two-day course designed to strengthen HR professionals' ability to make evidence-based people decisions.
The programme approaches analytics through a business lens, helping participants identify organisational issues that can be investigated using workforce data.
Its curriculum covers HR metrics and data frameworks, data governance, relationships between workforce and financial information, predictive analysis, skills audits and benchmarking.
Participants also explore practical applications of spreadsheets, dashboards and data visualisation, alongside approaches for presenting insights that support management decisions.
Through case studies, discussions and practical exercises, the programme connects analytical concepts to workplace situations.
The emphasis is on developing the confidence and capability to use information meaningfully, regardless of whether an HR professional is beginning their analytics journey or seeking to strengthen existing practices.
5. What are HR professionals experiencing on the ground?
The relevance of this capability is reflected in the continued interest in SHRI Academy's programme.
Its 31st intake, conducted on 19 and 20 October 2026, brought together participants from different sectors, including healthcare, manufacturing and the arts.
Participants highlighted the practical value of the programme, with one appreciating the "excel skills on regression and correlation", while another recognised the wider applicability of the skills gained, sharing that "the concept of data analytics is not unique to HR but also applicable to other fields of work as well".
Equipped with new analytical skills and a broader understanding of how data can inform decisions, participants are better positioned to apply these concepts to real workforce challenges, uncover meaningful insights and contribute to more informed organisational decisions.
6. From information to influence
As organisations navigate changing skills requirements, AI adoption and workforce transformation, HR professionals have an opportunity to strengthen their contribution to business decisions.
That begins with curiosity about what the numbers reveal, the willingness to question assumptions and the ability to connect workforce insights to organisational outcomes.
HR analytics is therefore more than a technical competency. It is part of developing the business understanding, analytical thinking and professional judgement needed to become a more effective HR practitioner.
The next time a workforce report lands on your desk, perhaps the most important question is not simply what the numbers say.
It is what you can help your organisation understand and do differently because of them.
Explore SHRI Academy's Human Resource Analytics and Insights programme to learn how to strengthen your evidence-based HR capabilities.
