• Employee Satisfaction
    The best HR & People Analytics articles of October 2024 Never forget what the ‘H’ in HR stands for... This was the unanimous advice of the CEO panel, skilfully moderated by Charles-Henri Besseyre des Horts, at the recent Unleash World show in Paris, where I had the privilege of being emcee of the Main Stage. One of the main themes that emerged from the show (see my key learnings from Unleash) is that HR continues to make significant progress in its journey from support function to strategic partner. To complete this transition, HR must embrace data (as opening keynote Peter Hinssen put it: “You can’t connect the dots, if you don’t collect the dots”). Moreover, as I said in my opening words: HR can’t lead the charge on AI, skills and new ways of working, if it doesn’t upskill itself. This edition of the Data Driven HR Monthly is sponsored by our friends at Visier Pay Equity: A Critical Workforce Challenge You Can No Longer Ignore. According to a recent study by The Josh Bersin Company on pay equity, as it stands today, the gender pay gap won't close until 2048. Even worse: progress in some areas is slowing with less than 5% of companies excelling in pay equity despite it having 13 times the impact on employee experience compared to pay levels. Read the report. The report, “The Surprising Truth about Gender Pay Equity”., examines: The current state of gender pay equity Barriers companies face in addressing pay The projected timeline for closing the gender pay gap Examples of companies implementing strategies to achieve pay equity It’s time to face the challenge head-on, embed pay equity into everyday practices, and have informed conversations about compensation. Get the report. Visier gives you a Workforce AI Edge: the set of AI-powered capabilities every leader needs to confidently navigate an exponentially more challenging business environment. October road report October was a busy month. It started in New York, where I moderated a panel on Workestration at the NY Strategic HR Analytics Meetup Group before co-chairing the first People Analytics World to take place in the US. The next stop was Paris, for the aforementioned UNLEASH World, which had over 7,000 attendees. Finally, it was back to the US for a Peer Meeting for North American members of the Insight222 People Analytics Program®, which was hosted by Phil Wilburn and his team at Workday. For more on People Analytics World, I recommend reading takeaways from Craig Starbuck, PhD (here), Al Adamsen (here), Christopher Cerasoli (here), Lore Muraina, PMP, PMI-ACP, CPP (here), Lydia Wu (here), and Melissa Arronte (here). Thanks to Barry Swales for entrusting me to co-chair with Michael M. Moon, PhD. For more on Unleash, read my key learnings, as well as checking out the Unleash site for articles by Alexandra Nawrat, John Brazier and Lucy Buchholz. A huge thank you to Marc Coleman, Paige Richmond, Zoltán Kőváry and the whole Unleash team – it was a joy to work with you all again. A huge thank you too to Phil Willburn and the Workday team for hosting the Insight222 Peer Meeting at Pleasanton, as well as the speakers at the Peer Meeting: Shannon Vallina, Kanwal Safdar, Dr. Sebastian Projahn, Ashley Goldsmith, Rex Blodgett, Kun Gu, Victoria Holland, Greta Stahl, Kinnari Desai, Sven Linsmaier Finally, thanks as well to Stela Lupushor for inviting me to chair the panel on Workestration, Anna A. Tavis, PhD for hosting us at NYU, and Annie Dean, Brydie Lear and Chris Butler for making it such a rich conversation. Attendees at the Insight222 Peer Meeting for members of the Insight222 People Analytics Program, hosted by Workday, October 22-23, 2024 Sign-up to receive the 5th annual Insight222 People Analytics Trends research report The 5th Annual Insight222 People Analytics Trends study will be released on December 2. The report, which is informed by a survey of 340 participating organisations, will uncover how AI, data democratisation, and impactful people analytics strategies drive business value and elevate workforce decision-making. You can pre-register to receive the report on the day of release here or by clicking on the image below. Share the love! Enjoy reading the collection of resources for October and, if you do, please share some data driven HR love with your colleagues and networks. Thanks to the many of you who liked, shared and/or commented on September’s compendium. If you enjoy a weekly dose of curated learning (and the Digital HR Leaders podcast), the Insight222 newsletter: Digital HR Leaders newsletter is published every Tuesday – subscribe here. HYBRID, GENERATIVE AI AND THE FUTURE OF WORK ERIC ANICICH AND DART LINDSLEY - Reimagining Work as a Product If companies listen to employees the way they do customers, they can increase retention and engagement. In their Harvard Business Review article, Eric Anicich and Dart Lindsley challenge the traditional approaches to employee experience by painting a vision where work is viewed as a product employers offer to employees. Drawing on Clayton Christensen’s the jobs to be done theory, they suggest that employees ‘hire’ their jobs to fulfil specific needs, much as customers choose products. This perspective shifts the focus from maximising productivity to something akin to customer satisfaction. The authors share examples from a myriad of companies including Asana, Eli Lilly, Shopify and Dropbox, explain how companies can better balance company needs with employee satisfaction (see FIG 1), and discuss the merits of splitting the manager role in two (see also ‘Managers Can’t Do It All’ by Lynda Gratton and Diane Gherson). Finally, the article examines four challenges of implementing the model: (1) Changing HR (“Work-as-a-product requires a new HR mindset”). (2) Balancing employee preferences and organisational needs. (3) Maintaining flexibility and fairness. (4) Aligning incentives. FIG 1: Balancing company needs with employee satisfaction (Source: Anicich and Lindsley) NICHOLAS BLOOM, JAMES LIANG, AND RUOBING HAN - One Company A/B Tested Hybrid Work. Here’s What They Found With Amazon CEO Andy Jassy recently announcing that Amazon is going back to five days in the office: “to further strengthen our culture and teams”, this article by Nick Bloom, James Liang, and Ruobing Han based on A/B testing at Trip.com into different work modes makes for very interesting reading. The experiment involved 1600 employees being split into two groups. The first group worked five days a week in the office, with the second working three days in the office and two days a week at home. Over a two-year period, the experiment found no differences between the two groups in productivity, performance, promotion, learning or innovation. However, the study found that the hybrid group experienced higher satisfaction and lower attrition rates compared with their colleagues who worked exclusively from the office (see FIG 2). This reduction in turnover saved millions of dollars in recruiting and training costs, thereby increasing profits for the company. As the article explains, organisations can learn several valuable lessons from this study to implement a successful hybrid work model: (1) Establishing rigorous performance management systems, (2) Coordinating team or company-level hybrid schedules, (3) Securing support from firm leadership, and (4) A/B test their own management practices to find what works best for them. Our results showed that under a hybrid-work policy, Trip.com was able to generate millions of dollars of profits by reducing expensive attrition without any impact on performance, innovation, or productivity. FIG 2: Source: Hybrid working from home improves retention without damaging performance MICHAEL ARENA AND PHILIP ARKCOLL - The collaboration mandate: Does returning to the office improve innovation? What we need isn’t an office mandate—it’s a “collaboration mandate.” Shifting our focus from where we work to how we work could unlock the innovation we’re seeking. In all the hullabaloo of return to office mandates, there’s still too much focus on where employees work rather than how they collaborate. As Michael Arena and Philip Arkcoll write in their excellent article, dragging employees back into the office won’t magically spark innovation. Instead of an office mandate, they advocate for a “collaboration mandate”. The article explains how innovation is generated through three critical phases of collaboration: (1) Discovery (“the generation of new ideas and insights, often benefiting from the intentional bridging of connections and in-person interactions”), (2) Development (“transforming those ideas into viable solutions, where the focused team interactions of experimentation and rapid iteration are essential. It also requires an environment with minimal distraction for focused concentration.” – see FIG 3) and (3) Scaling (“the process of implementing solutions across the organization, which requires more deliberate interactions with key influencers to ensure widespread adoption and buy-in.”). The article examines the impact of remote and in-person on each stage, and provides guidance on practices to improve collaboration in each. For more, I recommend listening to Michael on a recent episode of the Digital HR Leaders podcast with me: What the Impact of Distributed Work on Organisational Networks Tells Us About the Future of Talent Management. FIG 3: High levels of focus, such as 4.4 hours daily versus a low focus level of 2.7 hours, significantly drive productivity in development (Source: Worklytics) https://youtu.be/-giwBOuYwio BCG - Five Must-Haves for Effective AI Upskilling Embedding AI in daily tasks at all levels creates a network effect: the more people use and understand it, the more the entire organization gains in knowledge, innovation, and efficiency. Upskilling its workforce on AI helps a company maximise its investments in the technology and equips it with a competitive edge. In a new study by BCG, Hean-Ho Loh, Vinciane Beauchene, Vladimir Lukic, and Rajiv Shenoy provide guidance on five actions to help achieve this: (1) Assess needs and measure outcomes (the article recommends using the Kirkpatrick method). (2) Prepare workers for change - individually, at the team level, and organisation-wide. (3) Introduce appropriate incentives to unlock employees’ willingness to learn (e.g. nudges). (4) Position the C-suite at the forefront of adoption and training initiatives. (5) Use AI tools and the network effect to upskill people on AI (see FIG 4). FIG 4: AI learning and support tools fall into four categories (Source: BCG) KAI HAHN | INTELLIGENT ENTERPRISE LEADERS ALLIANCE - AI & The Future of Work Within People Analytics’ transformation into a strategic business partner the advance of AI is shaping up as an accelerator if used to drive business outcomes Kai Hahn presents the results of a comprehensive study by the Intelligent Enterprise Leaders Alliance on the state of AI adoption in HR and people analytics. The report features a stellar list of contributors including: Arianna Huffington, Dave Ulrich, Dr Tomas Chamorro-Premuzic, Amit Mohindra, Nicole Lettich, Kalifa Oliver, Ph.D. and Alim A. Dhanji. Key findings include: (1) Talent Acquisition is at the forefront of embracing AI tools with 70% currently piloting/leveraging AI, followed by People Analytics and L&D with 65%. (2) Priorities for People Analytics in the next 6-12 months with AI are first and foremost automating HR operations. (3) The biggest barrier to adoption is resistance to change, ahead of skills gaps, challenges with data quality and security, privacy and trust, and ethical concerns and bias. FIG 5: Where organisations are leveraging AI in HR (Source: IELA) PEOPLE ANALYTICS JAAP VELDKAMP - Positioning People Analytics into the HR Service Model: A Path to Sustainable Impact Embedding People Analytics within the HR Service Model is essential for creating a lasting and meaningful impact. In his thoughtful article, Jaap Veldkamp, Global Head of People Analytics and Organisational Effectiveness at ABN AMRO, provides guidance on how people analytics should be positioned within the broader HR service model. Jaap provides a simplified view of the HR operating model (see FIG 6), which has three components: (1) Identifying needs. (2) Prioritising needs. (3) Executing and evaluating strategies. He then describes how the key capabilities of ABN AMRO’s people analytics function (Dashboarding and reporting, Employee listening, Data science and research, Organisational effectiveness, and Consulting) flow through the HR service model. As Jaap highlights: “the overall aim is to ensure that the capabilities of the People Analytics team are part of every step in the HR Service Model.” FIG 6: Simplified HR Service Model (Source: Jaap Veldkamp) RICHARD ROSENOW - From Data to Strategy: The New Role of Workforce Systems Leaders in Transforming HR Without a Workforce Systems Leader, these decisions fall to the CHRO, pulling them into day-to-day inter-functional debates when they should focus on the strategic vision In Insight222’s recent study, Building the People Analytics Ecosystem, we identified three types of people analytics leader that are emerging as the people analytics operating model continues to evolve. One of these – the Portfolio Analytics leader – has similarities to a trend identified by Richard Rosenow in his new white paper for One Model. The findings are based on more than 40 HR teams hiring a Workforce Systems Leader combining people strategy, operations, technology, data and analytics (see FIG 7). In the paper, Richard covers: (1) Key challenges in people analytics – how the role of people analytics often extends far beyond their original role description. (2) Mastering the People Data Supply Chain – highlighting the essential steps to building a robust people analytics function. (3) The emergence of Workforce Systems Leaders. Read a preview in Richard’s LinkedIn post and download the full paper here. FIG 7: The role of a Workforce Systems Leader (Source: One Model) SCOTT ROGERS - People Analytics & HRBPs - Navigating the art of imperfect collaboration | ALDAR NIKOLAEV - People Analytics Recipes: Advancing Employee Turnover Story P.1 | RALF BUECHSENSCHUSS - Becoming a data-driven (HR) organization - Leveraging generative AI to democratize data and insights | PETER MEYLER – How much time do People Analytics teams spend on reporting vs. analytics? | PATRICK COOLEN – The Four Faces of People Analytics | YUYAN SUN - 5 Ways to Use AI in People Analytics Everyday In each edition of the Data Driven HR Monthly, I feature a collection of articles by current and recent people analytics leaders. These are intended to act as a spur and inspiration to the field. Six are highlighted in this month’s edition. (1) Having worked in both domains, Scott Rogers is well-qualified to explore the dynamics of the HRBP-People Analytics relationship. He presents a framework identifying the key focus areas for people analytics leaders (e.g. championing HR operational excellence) and HRBPs (e.g. engaging with and advocating for people analytics). (2) Aldar Nikolaev provides a practical guide on how to analyse and visualise employee turnover and conduct scenario planning (see FIG 8). (3) Ralf Buechsenschuss offers a practical guide – including videos – to showcase what is already possible when embedding generative AI into the flow of work in the context of people analytics. (4) Peter Meyler presents the findings of his survey, which finds that 48% of people analytics teams spend at least 75% of their time on data and reporting. (5) Patrick Coolen documents the four faces of people analytics practices: the strategist (see FIG 9), the gatekeeper, the specialist, and the designer. (6) Yuyan Sun breaks down five ways to use AI everyday in people analytics: Don't just use AI as a tool. Use it as a thought partner. FIG 8: Measuring employee turnover (Source: Aldar Nikolaev) FIG 9: The Four Faces of People Analytics: The Strategist (Source: Patrick Coolen) THE EVOLUTION OF HR, LEARNING, AND DATA DRIVEN CULTURE MARC EFFRON - It’s (Still) the Mortar not the Bricks Some CHROs are not willing to drive significant change in reducing headcount, upgrading the capabilities of their team or holding their HRLT accountable to “wire” the business properly. Marc Effron and his team at The Talent Strategy Group cut through the hyperbole to analyse the state of the HR operating model, critique what the consulting firms (EY, Deloitte, Gartner, Mercer and McKinsey) propose and where they fit with the Ulrich Model, and offer guidance on how to structure, upskill and wire your HR operating mode for success. Highlights include Effron’s views that: (1) Dave Ulrich’s model is the reference standard for good HR operating models. (2) That despite statements to the contrary by the consulting firms advocating why the HR operations model needs to change, the world of work remains largely the same. (3) HRBP’s should be fewer in number, stronger in capabilities and deployed against major business units and/or geographies. (4) The future HR service centre will perform a far larger percentage of overall HR work and do at least 80% of this through technology. (5) Companies should create an ‘HR Wiring Team’ to assess where the HR wiring is either not fully developed or isn’t being followed. Effron defines wiring as “Wiring means the agreement among HR team members about how vital processes will flow – the steps, the accountabilities, the technology, etc.” A compulsory read for any chief people officer considering whether to revamp their HR operating model. FIG 10: People Value Chain (Source: EY) SHARI CHERNACK AND JONATHAN GORDIN | MERCER - 2024 Voice of the CHRO: Maximizing HR effectiveness in a changing landscape Article | Full Report While much of the focus and headlines of Mercer’s 2024 Voice of the CHRO report, authored by Shari Chernack and Jonathan Gordin, is understandably on the challenges and opportunities associated with AI (see FIG 11), what really stands out for me is the section on maximising HR’s influence with the C-suite and board. The results demonstrate that HR is increasingly a strategic partner: 56% of CHROs meet with the board every week, 51% report higher levels of C-suite engagement than previous years, and 71% report high alignment on HR and people priorities. Data is increasingly key, with 76% of CHROs believing that using data to showcase HR’s impact on business performance will help drive further engagement with the C-suite and board. The report highlights six key actions for CHROs: (1) Accelerate AI for HR readiness. (2) Drive AI adoption across the enterprise. (3) Strengthen C-suite relationships and alignment. (4) Understand and plan to bolster key skills. (5) Don’t sleep on employee experience. (6) Build your HR team for the future. Build your HR team for the future. Reshape and develop your team to reflect the cross pressures of increasingly complex demands on HR, including an anticipated need for greater technology and analytical expertise on the team, and the lean HR team size in most organizations. FIG 11: AI’s anticipated impact (Source: Mercer) MARK WHITTLE, LIANA PASSANTINO AND MAGGIE SCHROEDER-O’NEAL | GARTNER - Top 5 Priorities for HR Leaders in 2025 Leader and manager development remains the No. 1 priority in 2025 for HR leaders for the third consecutive year, according to Gartner, with organisational culture, strategic workforce planning, change management and HR technology rounding off the top five (see FIG 12). The report (authors: Mark Whittle, Liana Passantino, PhD, and Maggie Schroeder-O’Neal) provides detailed analysis on each of the top five priorities, defining the problem statement and imperative for each along with a case study. My eyes were drawn to the section on Strategic Workforce Planning (SWP) and the rather stark finding that only 15% of organisations currently practice SWP. Guidance is provided on expanding the scope and complexity of SWP through small phases and a powerful case study is provided on Merck (kudos Ruben Groen Alexis Saussinan) (see FIG 13): Instead of striving for perfection and getting stuck gathering every piece of information available, Merck’s SWP team reduces the complexity of SWP by narrowing their team’s focus to solving a problem, enabling them to take action and drive impact. FIG 12: Top 5 Priorities for HR Leaders in 2025 (Source: Gartner) FIG 13: How Merck prioritizes SWP needs by relevance and actionability (Source: Gartner) ROB BRINER | CORPORATE RESEARCH FORUM - Driving Organisational Performance: HR’s Critical Role HR functions can and should do more to contribute to organisational performance. But, in order to do this, they need to be able to identify for themselves and in their context what specifically they need to do to help the business meet its strategic objectives. The purpose of this excellent new report, authored by Rob Briner for the Corporate Research Forum (CRF), is to provide a framework for HR functions to more effectively drive performance – within their own organisational context. There’s lots to unpack in the report, but highlights include: (1) The evaluation of six ways of thinking about how HR impacts organisational performance (see FIG 14). (2) Key questions HR should be able to answer about the business, its strategic objectives, and how HR can help achieve these objectives. (3) Guidance on joining the causal dots between HR practices and strategic objectives. (4) A self-assessment for HR leaders to assess how well their own function contributes to organisational performance. (5) An eight-step process model of how HR can drive organisational performance. For more from Rob Briner, I recommend listening to his conversation with me on the Digital HR Leaders podcast: What is Evidence Based HR and Why is it Important? FIG 14: Perspectives of how HR contributes to organisational performance and likely value (Source: CRF, Rob Briner) PwC - Saratoga Annual Benchmarking Report 2024 As the introduction to this report highlights, PwC Saratoga has over 30,000 benchmarks for 1000+ metrics covering a wide variety of HR and workforce topics. This annual report includes benchmarks for 400 organisations across 20 industries including those related to employee attrition, talent attraction, and diversity, equity and inclusion, as well as benchmarks relating to HR and people analytics FTE ratios (see FIG 15 for FTE ratios for business partners and people analytics). Similar to the annual People Analytics Trends study we publish at Insight222, Saratoga finds that people analytics is showing rapid growth in many industries including technology, financial services and manufacturing/engineering. There is an increasing focus on people analytics as organizations invest deeper into digital capabilities and as the importance of data is elevated across industries. FIG 15: HR Business Partners and People Analytics FTE ratios 2022 and 2023 (Source: PwC Saratoga) WORKFORCE PLANNING, ORG DESIGN, AND SKILLS-BASED ORGANISATIONS JAEJIN LEE - Skill-based Transformation: “Don't Start with Skills, Start with Work!” Jaejin Lee takes an incredibly thoughtful deep-dive on the shift towards a skills-based organisation. He analyses a number of factors driving this shift including why the consensus is shifting towards skills, the technology changes driving the movement, and the need to start with the work while viewing the transformation through an employee-centric lens. Jaejin also shares two examples from his consulting work of skills-based network analysis (see FIG 16 for example that clusters the company’s employees' skills based on their similar attributes). Finally, Jaejin shares resources from experts including John Boudreau, Ravin Jesuthasan, CFA, FRSA, and Tanuj Kapilashrami, and rounds proceedings off by providing a checklist for companies to conduct a self-diagnosis with regards to skills (see FIG 17). A tour de force. FIG 16: Using network analysis to group skills with similar attributes into categories (Source: Jaejin Lee. FIG 17: Skills-based organisational diagnostic self-checklist (Source; Jaejin Lee) EMPLOYEE LISTENING, EMPLOYEE EXPERIENCE, AND EMPLOYEE WELLBEING ETHAN BURRIS, BENJAMIN THOMAS, KETAKI SODHI, AND DAWN KLINGHOFFER - Turn Employee Feedback into Action Ultimately, success (in employee listening) lies in empowering leaders to translate insights into concrete actions, effectively communicating progress, and fostering a continual feedback loop that values and respects the diverse voices within the organization. "To manage the employee experience, leaders must deeply understand employees’ perceptions, feelings, and desires and respond thoughtfully. This is particularly crucial when immense resources are invested in gathering employee feedback through pulse surveys, town halls, and data scraping from internal communications. But leaders are often overwhelmed by the data and struggle to translate it into actionable insights." In their Harvard Business Review article, Ethan Burris, Benjamin Thomas, Ph. D, SHRM-CP, Ketaki Sodhi, PhD, and Dawn Klinghoffer, share insights from interviews with more than two dozen companies to outline seven challenges and demonstrate how leading places to work have built an integrated process for assembling and understanding employee input and translating it into action. The seven challenges are: (1) Making sense of all that data. (2) Making sure employees feel heard. (3) Identifying the actual underlying problems. (4) Protecting employee privacy. (5) Navigating conflicting views. (6) Not burying bad news. (7) Providing meaningful follow-up. STEPHANIE DENINO - Moving Beyond Work as a Black Box: Uncovering & Addressing the Hidden Friction Work is more than just a black box of outputs—it’s a complex system with hidden friction that we often overlook. In her thoughtful article, Stephanie Denino, Managing Director at TI PEOPLE, examines the consequences of treating work like a black box. She breaks down the core components that make up work: “(1) a worker that is (2) trying to do something (key activities or moments of their work experience), in which (3) they interact with things like technology, people, and processes” (see FIG 18). Stephanie identifies that by capturing data on how work unfolds from the worker’s perspective, leaders can better identify and reduce work friction, ensuring productivity gains and enhancing employee satisfaction. The article presents strategies to move beyond surface-level metrics and focus on the intricate moments of work that truly drive business outcomes. FIG 18: Work can be broken down into three components (Source: Stephanie Denino) LEADERSHIP, CULTURE, AND LEARNING MCKINSEY - Going all in: Why employee ‘will’ can make or break transformations For a company undergoing transformation, cultivating employee “will” to change the way it operates is critical for success. Writing for McKinsey, Dominic Skerritt, John Parsons, Mary Lass Stewart, Matthew Schrimper, and Nicolette Rainone, Ph.D. highlight the people element of successful transformations. They set out a three step-process (see FIG 19): Elevate, empower, energize to cultivate employees’ will to drive transformation. (1) Elevate a strong core of employees across all levels to lead the transformation. (2) Empower a broad coalition of change leaders to embody new ways of thinking and working. (3) Energize all employees to transform. FIG 19: Organisations can galvanise a workforce’s will to transform with three actions (Source: McKinsey) CONSTANCE NOONAN HADLEY AND SARAH L. WRIGHT – We’re Still Lonely at Work In recent years, the huge impact that work loneliness is having on healthcare costs, absenteeism, and turnover has received widespread attention. Despite growing awareness, the problem remains, with one in five employees worldwide feeling lonely at work. In their article for Harvard Business Review, Connie Noonan Hadley and Sarah Wright debunk myths about work loneliness, such as the belief that in-person work or team assignments can solve the issue. They provide guidance on seven actions companies can take to put loneliness on the agenda: (1) Measure loneliness (see FIG 20); (2) Design slack into the workflow; (3) Create a culture of connections; (4) Build socialising into the rhythm of work; (5) Keep social activities simple; (6) Maximise each work mode for connection; (7) Actively recruit participants. FIG 20: A tool for measuring work loneliness (Source: Constance Noonan Hadley and Sarah L. Wright) DIVERSITY, EQUITY, INCLUSION, AND BELONGING McKINSEY AND LEANIN.ORG – Women in the Workplace: The 10th Anniversary Report Organizational change is a marathon, not a sprint, and making meaningful strides for women requires both hope and resilience. When leaders create a compelling vision of what’s possible, workplaces are better equipped to drive and sustain progress. Despite progress over the past decade, parity for all women in the workspace is almost 50 years away according to the 10th Women in the Workplace report by McKinsey and Leanin.Org. At the current trajectory, it will take 22 years for white women to achieve leadership parity—and more than twice as long for women of colour (see FIG 21). As ever, the report is an absorbing read with part 4, A Data-Driven Approach to Solutions, being required reading for people analytics professionals. In terms of implementing consistent processes, the report recommends four key building blocks: (1) making sure employees understand why a new practice is important; (2) teaching employees the skills they need to do their part; (3) putting mechanisms in place to support the practice; and (4) ensuring leaders role model the right behaviours. Finally, the report also provides guidance on tackling three areas that are especially important for advancing women and fostering inclusion: (1) De-biasing hiring and promotion (see FIG 22); (2) Inspiring and equipping employees to curb bias and practice allyship; and (3) Unlocking the power of managers to influence careers and team culture. Kudos to the authors: Alexis Krivkovich, Emily Field, Lareina Yee, and Megan McConnell, with Hannah Smith. FIG 21: It will take nearly 50 years to achieve gender parity for all women (Source: McKinsey) FIG 22: Research based tips for making hiring and performance reviews fairer (Source: McKinsey) HR TECH VOICES Much of the innovation in the field continues to be driven by the vendor community, and I’ve picked out a few resources from October that I recommend readers delve into: LOUJAINA ABDELWAHED, LISA K. SIMON, TOBY CULSHAW, AND REMY GLAISNER - Stuck in Neutral: Why Employees are Staying Put – Loujaina Abdelwahed, PhD, Lisa K. Simon, Toby Culshaw, and Remy Glaisner highlight Revelio Labs data finding that employee attrition rates are at their lowest in a decade. They explore the reasons for this and outline the conditions that would return attrition rates to their long-term average e.g. an increase in demand (15% increase in job postings), combined with 10% higher salaries and a tighter labour market (job postings taking 10% longer to fill). FIG 23: The decline in attrition in 2024 is unexplained by common factors (Source: Revelio Labs) DIDIER ELZINGA AND AMY LAVOIE - Research: The Long-Term Costs of Layoffs – Didier Elzinga and Amy Lavoie share the findings of a study by Culture Amp to understand the impact of company layoffs on employee engagement. These include: (1) After layoffs, companies see a significant drop in employee experience in many key areas. (2) High employee engagement prior to layoffs won’t protect you from the negative impact of doing layoffs. (3) Recovery takes time (see FIG 24). FIG 24: Change in favourability from pre-layoff (Source: Culture Amp) FRANCISCO MARIN - The Power of Collaborative Freedom: Aligning Interests, Collaborators, and Schedules – Francisco Marin of Cognitive Talent Solutions explains how collaborative freedom, which he sees as the underlying principle of a network-first future of work, discusses how the key facets of collaborative freedom – from increased autonomy and cross-functional cooperation to enhanced transparency - contribute to creating a more effective, agile, and rewarding work environment, “where employees are motivated not just by individual success but by the shared goals and achievements of the organization.” VISIER - Visier's Top 50 HR Leaders To Watch in 2025 – It’s a nice move (and a clever marketing one!) by Visier Inc. to highlight a group of their data-driven innovator clients. It’s certainly good to see the likes of Adam McKinnon, PhD., Angela LE MATHON, Jeremy Shapiro, Katherine Ward, Doug Shagam, Poonam Sirigidi, Julien Legret, Annalyn Jacob, Ph.D., Erik Otteson, Shannon Rutledge, Kai Wehmeyer, Jill Larsen, Ian Bailie, Alan Susi, and Scott Judd get some well-deserved recognition. PODCASTS OF THE MONTH In another month of high-quality podcasts, I’ve selected six gems for your aural pleasure: (you can also check out the latest episodes of the Digital HR Leaders Podcast – see ‘From My Desk’ below): MARK PRICE AND BRUCE DAISLEY - Can happy workers improve your company results? – Mark Price, former CEO at Waitrose, joins Bruce Daisley on the consistently excellent Eat Sleep Work Repeat to discuss the business benefits of investing in happy employees. The episode features a powerful example of how after acquiring Somerfield, and focusing on motivating the inherited workforce, Mark was able to reduce employee turnover from 75% to 17% within months. ETHAN BERNSTEIN AND MICHAEL HORN - The Real Reasons Employees Quit — and How to Retain Them – Ethan Bernstein and Michael Horn join Alison Beard on HBR IdeaCast to share their research on employee turnover, which points to a host of push and pull forces that cause workers to jump ship, and also outlines better retention strategies. NICK LYNN - “Small Changes Can Add Up To Something Big” – Culture, Change Management and the Employee Experience – Nick Lynn joins Mike Petrusky on the Workplace Innovator podcast to discuss the current world of the workplace and how leaders can build a culture of trust and higher engagement BRYAN HANCOCK AND EMILY FIELD - Will generative AI hurt middle managers—or help them? – In an episode of The McKinsey Podcast, together with host Lucia Rahilly, Emily Field and Bryan Hancock revisit their book, Power to the Middle: Why Managers Hold the Keys to the Future of Work, one year on to share how middle managers can use gen AI to support their teams more effectively—and update their image while they’re at it. KELLY MONAHAN - What trends will have the most impact on the future of work? – Kelly Monahan, Ph.D. joins host JP Elliott, PhD on The Future of Work Podcast to discuss the key trends that are impacting the future of work including why she believes that the skills-based organisation movement is stuck in the theory phase and the challenges it faces in implementation. GREG PRYOR - Why Social Network Perspective Matters – Greg Pryor joins Stacia Sherman Garr and Dani Johnson on Workplace Stories to share how social capital—our connections and relationships—drives business outcomes, sparks innovation, and boosts career growth. Listen to Greg, and then tune in to his sparring partner, Michael Arena, on the Digital HR Leaders podcast: What the Impact of Distributed Work on Organisational Networks Tells Us About the Future of Talent Management. VIDEO OF THE MONTH NICKLE LAMOREAUX - How IBM Uses AI to Transform HR In celebration of IBM's CHRO Nickle LaMoreaux recently being recognised as HR Executive of the Year, this month's Video of the Month features Nickle in discussion with me earlier this year on the Digital HR Leaders podcast where she shares how IBM is pioneering the use of AI in HR, and how this is revolutionising its approach to talent management, employee engagement, and predictive analytics. BOOK OF THE MONTH YUVAL NOAH HARARI - Nexus While I was on my travels at People Analytics World in New York and then Unleash World in Paris, at least ten people I respect told me that I simply had to read Nexus, the new book by Sapiens author Yuval Noah Harari. So, I ordered it in time to take with me to the US the week after Unleash – and they were right. It’s brilliant. It’s basically the story of how information networks have made, and unmade, our world. With the opportunity – and threat of AI – this is a book everyone in our field should read. Rory Stewart describes Nexus as: “Bold, original, erudite, provocative and entrancing,” and I couldn’t agree more. RESEARCH REPORT OF THE MONTH ALEXIS FINK AND COLE NAPPER - The World of HR Is Changing Rapidly: I-O Psychology Can Help – In their new paper for Society for Industrial and Organizational Psychology (SIOP), Alexis Fink and Cole Napper, people analytics leaders at Meta and FedEx respectively, break down the role of the industrial-organisational (IO) psychologist, and how they are helping organisations to manage the transformation being driven by advancements in artificial intelligence, emerging technologies, and evolving cultural landscapes. Insight222 ’s research on Leading Companies in People Analytics, identified I/O psychology as one of three key skills these companies are focused on hiring, developing and retaining to drive success (along with data scientists, and consultants), so this paper is an important read for chief people officers looking to advance their people analytics function. FROM MY DESK October saw the final episode of Series 41 of the Digital HR Leaders podcast, sponsored by Visier Inc. (thanks Adedamola Adeleke), and the first three episodes of Series 42, sponsored by Workday (thanks Sophie Barnes and Jennifer Neumann) as well as a number of articles penned by yours truly. Key Learnings from Unleash World 2024 – My key learnings from the main stage at the recent Unleash World show in Paris - together with the slides I used to kick off the event. Key Learnings from Insight222 Global Executive Retreat 2024 Insights: Shaping the Future of People Analytics – My key learnings from the recent 7th Annual Insight222 Global Executive Retreat, which features learnings from speakers including: Janine Vos , Prasad Setty, and Erin Meyer. How can workforce analytics enhance HR decision-making and drive business success? – A round-up of Series 41 of the Digital HR Leaders podcast, with insights from episodes featuring: Diane Gherson, Lynda Gratton, Angela LE MATHON, Keith Bigelow, Tanuj Kapilashrami and Ravin Jesuthasan, CFA, FRSA. Three ways to Upskill HR in Data Literacy – The team at Workday shared a summary of insights from my recent speech at Rising on how to improve the data literacy of HR professionals. SHARON TAYLOR AND JACO VAN VUUREN - Digitising HR for 55,000 Employees: Lessons from Standard Bank – Sharon Taylor, Chief People and Culture Officer, and Jaco Van Vuuren, Chief Operating Officer for Human Capital, join me to share the HR transformation journey at Standard Bank. MICHAEL FRACCARO - How Mastercard is Using AI to Drive Employee Success and Leadership Growth – Michael Fraccaro , Chief People Officer at Mastercard, shares how the company is using AI across HR, building a skills-based organisation, and how their Culture Health Index helps shape discussion and decisions with the Board. MICHAEL ARENA - What the Impact of Distributed Work on Organisational Networks Tells Us About the Future of Talent Management – Michael Arena joins me to discuss what the latest research on network analysis teaches us about hybrid working, team sizes, and the importance of social capital. JASON SCHECKNER - How Talent Orchestration Connects AI Investments to Real Business Results – Jason Scheckner of HiredScore by Workday joins me to discuss how talent orchestration is the key to unlocking AI’s full potential and transforming HR operations into a strategic powerhouse. LOOKING FOR A NEW ROLE IN PEOPLE ANALYTICS OR HR TECH? I’d like to highlight once again the wonderful resource created by Richard Rosenow and the One Model team of open roles in people analytics and HR technology, which now numbers close to 500 roles – and has now been developed into a LinkedIn newsletter too. THANK YOU Nick Broughton for including me in his list of remote work leaders to follow. Thomas Kohler for including the Digital HR Leaders podcast episode with Michael Fraccaro in his HR Resources of the Week. Thinkers360 for including me in their Top Voices EMEA 2024. Elaine Parr for sharing the Digital HR Leaders podcast episode with Nickle LaMoreaux on how IBM is pioneering the use of AI in HR. Olimpiusz Papiez for his thoughtful learnings about the Digital HR Leaders podcast episode with Jason Scheckner. Sven Hultin for publishing his analysis of Insight222's recent research on the People Analytics Operating Model: Democratizing workforce insight in a relevant context fuels adaption towards future relevance. Stela Lupushor for inviting me to moderate a panel at the recent New York Strategic HR Analytics MeetUp on Workestration and Neeru Monga (here), Tony Ashton (here), Ekta Lall Mittal (here), Anna A. Tavis, PhD (here) and Olivia Li (here) for their LinkedIn posts sharing some of the key learnings and pictures from the event. Finally, a huge thank you to the following people who either shared the September edition of Data Driven HR Monthly and/or posted about my sessions at Unleash, People Analytics World, and Workday Rising. It's much appreciated: Craig Forman, Zornitza Iankova, SPHR, Brandon Merritt Johnson, Hrvoje Bulat, Rebecca Hone, Emma Mercer (Assoc CIPD, MLPI), Dr. Max Muge Bakkaloglu, Kerron Ramganesh, Kristina Schoemmel, Perri Ma, Justin Shemeley, Kelly Satterfield, Luis Maria Cravino, Zina Al Taie, MBA, Joachim Rotzinger, Tobias W. Goers ツ, Anna Gullstrand, Ian Bailie, John Guy, Ouarda Guergour, Markus Graf, Sydney Dolanch, Noam Mordechay, Dorothy Dalton, Victoria Holdsworth, Nima Sherpa Green, ✅ Sarah E. Danzl Nirit Cohen ?, Andrew Pitts, Pierre Dejonghe, Jane Bech, MA-OP, CODP, Shannon Peterson, Nicole Davis, Davina Erasmus, Blaine Ames, David Balls (FCIPD), Dan George, Amardeep Singh, MBA, Yotam Ainom, Roshaunda Green, MBA, CDSP, Phenom Certified Recruiter, Henrik Håkansson, Kouros Behzad, Marijana Brasiello, MHRM, Catriona Lindsay, Adam Tombor (Wojciechowski), María Esther Sánchez, Silvia Schleiffer-Gouveia, Rajarshee Mukherjee, Volker Jacobs, Laszlo Bock, Daniel Farrell, Kevin Legel, Aravind Warrier, Lewis Garrad, Francisca Solano Beneitez, Jose Luis Chavez Vasquez, Dr. Jeeta Sarkar, Jorge Arevalo, Andreea Lungulescu, Maria Alice Jovinski, Philip Arkcoll, Corine Boon, Pietro Mazzoleni, Dave Millner, Bob Pulver, Wayne Tarken, David McLean, Swechha Mohapatra (IHRP-SP, SHRM-SCP, CIPD), Aurélie Crégut, David van Lochem, Vivek Ojha, Hanadi El Sayyed, Phil Kirschner, David Hodges, Jean-Francois Riand, Malgorzata Langlois, Shujaat Ahmad, Graham Tollit, Sebastian Kolberg, Phil Inskip, Sebastian Knepper, Caitie Jacobson, Asaf Jackoby, Melissa Hopper Fritz, Stephanie Murphy, Ph.D. Paul Daley, Stephen Hickey, Sarajit Poddar, Søren Kold, Jacob Nielsen, Dolapo (Dolly) Oyenuga, Manisha Singh, Monalisa Routray, Courtney McMahon, Irada Sadykhova, Geetanjali Gamel, Dave Fineman, Megan Buttita, MLIS, Mariana Hebborn PhD, Rob Kok, Keran Dhillon, Alex Browne, Chris Long, Pedro Pereira, Gal Mozes, PhD, Aritra Majumdar, Mia Norgren, Matthew Fleisher, PhD, Matt Elk, Christina Bui, Agnes Garaba, Laurent Reich, Jeff Wellstead, Danielle Bushen, Nick Hudgell, Jordan Hartley, John Gunawan, Casey G. Brower, PMP, Serena H. Huang, Ph.D., Bo Vialle-Derksen, Trish Uhl, PMP ??, Ken Clar, Isabel Naidoo, Mariami Lolashvili, Sophia Huang, Ed.D., Philippa Penfold, Sonia Mooney, Ian Grant FCIPD, Dr. Peter Schulz-Rittich, Irene Wong, Tim Peffers, Marcela Mury, Andrés García Ayala, Giovanna Constant, John Golden, Ph.D. Tanguy Dulac ABOUT THE AUTHOR David Green ?? is a globally respected author, speaker, conference chair, and executive consultant on people analytics, data-driven HR and the future of work. As Managing Partner and Executive Director at Insight222, he has overall responsibility for the delivery of the Insight222 People Analytics Program, which supports the advancement of people analytics in over 100 global organisations. Prior to co-founding Insight222, David accumulated over 20 years experience in the human resources and people analytics fields, including as Global Director of People Analytics Solutions at IBM. As such, David has extensive experience in helping organisations increase value, impact and focus from the wise and ethical use of people analytics. David also hosts the Digital HR Leaders Podcast and is an instructor for Insight222's myHRfuture Academy. His book, co-authored with Jonathan Ferrar, Excellence in People Analytics: How to use Workforce Data to Create Business Value was published in the summer of 2021. MEET ME AT THESE EVENTS I'll be speaking about people analytics, the future of work, and data driven HR at a number of upcoming events in 2024 and early 2025: November 19-20 - Insight222 European Peer Meeting (hosted by Merck in Darmstadt, Germany) - exclusively for member organisations of the Insight222 People Analytics Program December 5 - Visier Outsmart Local - Building Your People Data Strategy, London December 10-12 - Workday Rising EMEA, Amsterdam February 26-27 - People Analytics World, Zürich April 29-30 - People Analytics World, London More events will be added as they are confirmed.   主要作者和贡献者: David Green - Insight222的管理合伙人,专注于HR数据分析和未来工作趋势。 Eric Anicich 和 Dart Lindsley - 探讨“将工作视为产品”的方法。 Nicholas Bloom, James Liang, Ruobing Han - 基于Trip.com的混合办公A/B测试研究。 Michael Arena 和 Philip Arkcoll - 关于协作的重要性,倡导“协作要求”而非“办公要求”。 Hean-Ho Loh, Vinciane Beauchene, Vladimir Lukic, Rajiv Shenoy - 来自波士顿咨询公司(BCG),探讨AI技能提升的关键因素。 Kai Hahn - 智能企业领袖联盟的报告撰写者,探讨AI在HR中的应用。 Jaap Veldkamp - ABN AMRO的全球HR数据分析负责人。 Richard Rosenow - Insight222的一份研究报告撰写者,讨论HR系统的演变。 Scott Rogers, Aldar Nikolaev, Ralf Buechsenschuss, Peter Meyler, Patrick Coolen, Yuyan Sun - 各自讨论了HR数据分析在不同领域的应用。 Marc Effron - The Talent Strategy Group创始人,专注于HR运营模式。 Shari Chernack 和 Jonathan Gordin - Mercer的CHRO报告作者,探讨HR的战略角色。 Mark Whittle, Liana Passantino, Maggie Schroeder-O’Neal - 来自Gartner,讨论2025年HR的五大优先事项。 Rob Briner - Corporate Research Forum的作者,提供了HR推动组织绩效的框架。 Jaejin Lee - 探讨技能导向的组织转型。 Ethan Burris, Benjamin Thomas, Ketaki Sodhi, Dawn Klinghoffer - 在Harvard Business Review中讨论如何将员工反馈转化为行动。 Stephanie Denino - TI People的总监,讨论工作中隐藏摩擦的影响。 Dominic Skerritt, John Parsons, Mary Lass Stewart, Matthew Schrimper, Nicolette Rainone - McKinsey作者,探讨组织变革中的员工意愿。 Constance Noonan Hadley 和 Sarah L. Wright - 研究工作中的孤独感。 Alexis Krivkovich, Emily Field, Lareina Yee, Megan McConnell, Hannah Smith - 来自McKinsey和LeanIn.Org的性别平等报告的作者。 Loujaina Abdelwahed, Lisa K. Simon, Toby Culshaw, Remy Glaisner - Revelio Labs的数据分析师,研究员工流动率。 Didier Elzinga 和 Amy Lavoie - Culture Amp的研究人员,探讨裁员的长期影响。 Francisco Marin - Cognitive Talent Solutions的代表,关于协作自由的重要性。 Adam McKinnon, Angela LE MATHON, Jeremy Shapiro, Katherine Ward, Doug Shagam, Poonam Sirigidi, Julien Legret, Annalyn Jacob, Erik Otteson, Shannon Rutledge, Kai Wehmeyer, Jill Larsen, Ian Bailie, Alan Susi, Scott Judd - Visier公司列出的2025年HR领导者。 Mark Price 和 Bruce Daisley - 在Eat Sleep Work Repeat上探讨员工幸福感的影响。 Ethan Bernstein 和 Michael Horn - HBR IdeaCast上的嘉宾,讨论员工流失的原因。 Nick Lynn - Workplace Innovator的嘉宾,讨论文化和员工体验。 Bryan Hancock 和 Emily Field - 在McKinsey Podcast上讨论生成式AI对中层管理的影响。 Kelly Monahan - The Future of Work Podcast的嘉宾,讨论未来工作的关键趋势。 Greg Pryor - Workplace Stories的嘉宾,讨论社交资本的影响。 Nickle LaMoreaux - IBM的CHRO,讨论AI在HR中的应用(视频)。 Yuval Noah Harari - 其新书《Nexus》被推荐阅读,探讨信息网络对世界的影响。 Alexis Fink 和 Cole Napper - I-O心理学家,探讨心理学在HR转型中的作用。
    Employee Satisfaction
    2024年11月03日
  • Employee Satisfaction
    HR领导者可以从泰勒·斯威夫特身上学到什么 人力资源领导层可以从音乐家泰勒·斯威夫特身上学到一两件事,特别是在了解她如何建立和发展自己的品牌、形象和声誉时。 “我/我们希望因什么而出名?” 渗透到 Swift 所做的每一项行动和企业决策中,这是每个企业领导者都应该考虑的事情。这种方法使她能够突破界限并探索新的音乐风格,同时从青少年乡村歌手无缝过渡到全球流行歌手和女商人,并在 2023 年收入近 20 亿美元。 人力资源领导层可以采取泰勒·斯威夫特方法的 3 种方式 1. 让关键利益相关者感受到自己的声音被倾听 通过精心设计,想想斯威夫特强有力的、相关的信息如何让她的年轻女孩目标受众感到更“被倾听”、更有希望、更强大和更自信。这些特质进一步强化了她的品牌——在当今负面头条新闻和坏演员不断出现的情况下,这些特质不容低估或掉以轻心。 斯威夫特表现出了高管风范,同时也被塑造成一个极其积极、表现出色的人,她总是在场并建立自己的人际网络。她似乎会仔细倾听别人的意见,周围都是与她合作的高素质顾问,然后执行她想做的事情,或者更准确地说,她需要做的事情。在你的角色中,你有可以依靠的盟友和顾问吗? 作为人力资源领导者,你的“观众”并不完全是一个充满尖叫粉丝的体育场,也不是数百名参与流行歌星音乐和营销机器运作的人。但您的员工应该像 Swifties 一样感受到“被倾听”。 作为人力资源领导者,您希望您的团队和员工感到更有希望、更强大、更自信。从您的角度来看,您可以在公司中做些什么来做到这一点?   2.尝试新事物 斯威夫特是一位果断、打破常规的领导者,她能迅速尝试新模式或业务行动,使她的品牌和内容更容易获得,创造多样化的收入来源,并对其知识产权提供更大的控制权。每个人都在推销商品,但斯威夫特用她的粉丝认可的独特“商品”重塑了游戏,这推动了更多的品牌亲和力和社区——这个庞然大物每年的销售额超过 2 亿美元。 在人力资源方面,我们有很好的机会效仿 Swift 的做法,尝试新的模型和方法来支持团队。不要陷入“我们一直都是这样做的”的陷阱。与您的员工保持联系并倾听。失去员工并替换他们是一个非常昂贵的提议。倾听是为了理解,而不仅仅是回应。 斯威夫特又是一位开箱即用的领导天才,她重新录制自己的专辑,获得了对母带录音的控制权,同时巩固了未来的所有权,再次震撼了整个行业。在这里,斯威夫特巧妙地展示了她令人印象深刻的解决问题的方法,其完全原创,但与其他顶级艺术家(例如失去了对音乐的控制/权利的保罗·麦卡特尼)相比,更令人印象深刻。 人力资源领导者有很多机会以不同的方式思考来解决公司的问题:士气低落、人员流动、生产力、培训差距和招聘挑战。你可以在哪里拓展你的思维,接受新的想法和创造性的方法来解决熟悉的问题? 事后看来,将“Swifties”商标注册是另一个明显的举动,但这只是强大而多样化的商标组合的一部分。还是无法参加演出?没问题:斯威夫特继续创作最好的音乐会电影:《泰勒·斯威夫特:时代巡回演唱会》,目前是音乐会和纪录片历史上票房最高的电影,全球票房超过 2.616 亿美元。和足球明星约会?利用社交媒体和高调的电视露面来扩展品牌并控制信息! 从领导的角度来看,她做这样的事情看起来很不错,而且在做这件事的过程中,她总是表现出良好的关怀行为。作为人力资源领导者,我们可以开发不同的方式与员工沟通,并设计不同形式的活动以将人们聚集在一起。 3. 以同理心领导 除了为企业持续和多元化的发展制定路线之外,斯威夫特还以同理心领导。例如,当里约热内卢的一名球迷因高温死亡时,她推迟了音乐会,并立即在 Instagram 上发布了自己在体育场更衣室里“悲痛欲绝”的消息。 也许更令人印象深刻的是,巡演组织者——斯威夫特品牌的延伸——承担了责任并道歉,同时令人震惊地承认他们本可以采取更多措施来确保音乐会观众的安全。斯威夫特还与家人会面,并邀请他们作为她最后一场里约演出的嘉宾。 斯威夫特富有同理心的领导风格也体现在她关心和投资的事业上。她的慈善事业有一种方法:将金钱和时间投入到有意义的事业上,例如向家乡图书馆捐赠书籍、帮助粉丝偿还学生贷款、将歌曲收益捐赠给纽约市的一所学校,为性侵犯受害者而战,支持路易斯安那州洪水和纳什维尔龙卷风影响的人们,回馈食品银行和宠物救援组织等等。 斯威夫特还投资了 Toms Shoes 和 Bombay Socks 等无私的公司,这是她的粉丝所拥护的另一件事。Z世代特别喜欢与那些强烈表明他们愿意回馈共同利益的品牌建立联系。 人力资源部门可以在指导公司清楚地传达他们支持的事业和慈善活动方面发挥关键作用。Z 世代在加入组织时正在寻找这一点。 有人可能会说 Swift 建立的不仅仅是一家企业;更是一家企业。她在这个历来由男性主导的行业中发起了一场运动。人们购买这些品牌是因为他们想要积极的联想。斯威夫特反复证明,她拥有一种体现积极性并吸引各个年龄段人士的企业文化。她是一个如此积极的榜样,以至于父母可能愿意为孩子支付每张 1,000 美元的门票来见她。 杰出的人力资源领导者知道如何分享他们的愿景,并了解如何让人们参与他们正在迈向的任何新目标。斯威夫特如此提高了标准,以至于像其他标志性商业领袖一样,她面临着“我如何才能让人们保持兴奋?”的挑战。我很高兴看到她如何应对未来的挑战,因为我知道我们都可以从泰勒·斯威夫特的表演中学到一两点关于人力资源领导力的知识。 作者:温迪·汉森 Wendy Hanson 是 New Level Work 的联合创始人兼首席文化和社区官,负责监督所有项目,并负责招聘、管理和培养全球充满活力的高管教练和协调员社区。作为一名认证高管教练已有二十多年的经验,她曾与各种规模的公司合作,为各个行业的最高管理层领导者和业务团队提供培训
    Employee Satisfaction
    2024年02月06日
  • Employee Satisfaction
    您需要了解的 19 个最重要的人力资源指标 In the complex, ever-evolving realm of human resources, effective decision-making is anchored in data-specific insights. This underlines the significance of HR metrics, which serve as key navigational beacons in the journey of driving business success. These metrics, or key performance indicators (KPI) – do not mix them with Key Result Areas (KRA), transform abstract aspects of HR management into quantifiable data, which can be measured, analyzed, and optimized. In this review, we will navigate through the 19 most crucial HR metrics, offering HR professionals and business leaders a comprehensive understanding of these powerful analytical tools. Table of Contents Key HR Metrics Number of Employees (FTEs) Employee Turnover Rate Voluntary Turnover Rate Employee Net Promoter Score (eNPS) Employee Engagement Employee Satisfaction Employee Experience Employee Value Recruitment Metrics Time to Hire Time to Fill Cost of Hire Compensation and Benefits Metrics Salary Range Penetration Salary Averages Pay Equity Pay Gap Gender Pay Gap Talent Development Metrics Employee Growth Rate Retention Rates Employee Performance Metrics Summary At the helm of these metrics are those concerning workforce management. Metrics such as employee turnover rate, retention rate, and absenteeism rate offer profound insights into the dynamics of the workforce. These HR metrics allow teams to assess workforce stability and employee engagement, and are instrumental in highlighting areas that need remedial action, contributing to enhancing workforce efficiency and fostering a positive organizational culture. Moreover, the spectrum of HR metrics extends to illuminate performance-based aspects, using data points like productivity rate, performance score, and training effectiveness. These metrics are invaluable in tracking skill enhancement, individual and team performances, and the efficacy of training initiatives. By analyzing these HR metrics, HR Managers can optimize talent management strategies, assisting in the creation of a high-performing, competitive workforce. Another significant category involves financial aspects including compensation competitiveness ratio and the cost of hiring. By yielding a clear perspective of the financial implications of HR policies, these metrics enable organizations to ensure their reward structures are market-competitive and recruitment processes are cost-effective. Armed with these HR metrics, management can strike an optimal balance between employee satisfaction and the organization’s financial health. 19 Most Important HR Metrics To encapsulate, the knowledge and understanding of these 19 imperative HR metrics provide a robust framework for strategic decision making in HR management. Each data point, each metric acts like a compass directing towards greater business success. They bravely shine the light on areas of improvement, success, and stagnation. By intelligently utilizing these HR metrics as outlined in the HRM Guide, HR leaders stand poised to significantly augment their human resource initiatives, thereby strengthening the backbone of their organizations. The relationship between HR Metrics and HR Analytics forms a powerful synergy that fuels informed decision-making. While HR Metrics offer quantifiable indicators of HR policies’ efficiency and effectiveness, HR Analytics dives deeper, harnessing these metrics to glean crucial insights and derive data-driven conclusions. This confluence of metrics and analytics is central to enhancing the overall effectiveness of HR management, ensuring that decisions made are grounded in empirical evidence and tailored to the organization’s evolving needs. In essence, the symbiosis between HR Metrics and HR Analytics paves the way for continuous improvement and strategic foresight, standing testament to the commitment of HR teams and organizations in nurturing and safeguarding the success of their people. Key HR Metrics In the sphere of Human Resource Management, informed decision-making is the cornerstone of effective practice. It is this that underscores the quintessential value of Key HR Metrics. These quantitative indicators reflect the efficiency and effectiveness of HR policies and operations, generating valuable insights that guide business strategy. Harnessing these metrics equips HR practitioners with a robust toolkit to measure, analyze, and optimize various aspects of HR processes. Navigating this vast array of metrics, a few distinguish themselves for their impact and universality. Among these are the Employee Net Promoter Score (eNPS), Employee Turnover Rate, and several other vital measures. The eNPS, a definitive metric of employee loyalty and job satisfaction, offers a transparent lens into the internal health of an organization. On the other hand, the Employee Turnover Rate stands as an indicator of organizational stability and workforce retention capacity. Thorough exploration and seamless integration of these key metrics play a pivotal role in honing effective HR strategies. Number of Employees (FTEs) Nestled within the cascade of HR metrics, the ‘Number of Employees’ or ‘Full-Time Equivalent’ (FTE) stands out as a fundamental measure of an organization’s human capital. This metric tracks the total number of full-time employees within the organization, encapsulating the breadth of the workforce at a glance. Understood across industries, FTE refers to the number of full-time employees that could have been employed if the reported number of hours worked by part-time employees had been worked by full-time employees. While seemingly straightforward, the value derived from this key metric extends far beyond a cursory headcount. A clear understanding of the Number of Employees (FTEs) serves as a vital foundation for resource planning and analysis. It aids in assessing the organization’s growth and expansion capacity, mapping the trajectory of workforce development, and determining if current staffing levels are aligned with the business goals. It also provides a clear picture of the scale at which HR policies and procedures operate, reinforcing the significance of understanding this measure within the larger HR Analytics structure. Ultimately, the metric mirrors the size and complexity of an organization’s human resources, guiding critical decisions about recruitment, retention, and resource allocation to align with the organization’s strategic objectives. Employee Turnover Rate Among the essential HR Metrics, the Employee Turnover Rate holds significant weight as a measure of workforce stability. This crucial metric gauges the rate at which employees exit an organization within a specified time frame, reflecting the tempo of attrition. An elevated turnover rate may be a symptom of underlying issues with job satisfaction, company culture, or a disconnect between employee expectations and organizational realities. By monitoring and analyzing this metric, HR specialists and business leaders alike can glean crucial insights into the overall health and attractiveness of their workplace. Understanding the Employee Turnover Rate assists organizations in identifying areas in need of improvement and implementing targeted interventions. A high turnover rate can profoundly impact a company’s bottom line, as the loss of experienced personnel often leads to increased recruitment costs and decreased productivity. Additionally, it may negatively affect the morale of the remaining workforce, as employees witness their peers departing, potentially eroding the organization’s internal cohesion. Conversely, a low Employee Turnover Rate often speaks to a thriving and nurturing work environment where employees are content and well-supported. It signifies that the organization has been successful in fostering a positive company culture, attractive compensation packages, and opportunities for personal and professional growth. Analyzing this metric in tandem with other HR Metrics, such as Employee Retention Rate and Employee satisfaction, can provide a comprehensive and holistic picture of the employee experience within the organization. To sum up, the Employee Turnover Rate is an indispensable tool that allows HR professionals to recognize the strengths and weaknesses of their talent management strategies effectively. Pivoting their initiatives and interventions based on this data, organizations are better equipped to create a more stable, engaged, and high-performing workforce. Recognizing the immense value of this metric and taking proactive steps to address unwanted fluctuations is a testament to an organization’s commitment to its people’s success and well-being. Voluntary Turnover Rate In the sphere of human resource management, deciphering the dynamics of employee attrition is of paramount importance. Here, an essential metric that provides specific insights is the Voluntary Turnover Rate. Distinct from overall turnover, this metric zeroes in on the number of employees who willingly choose to leave the organization. By analyzing this key performance indicator, HR managers and business leaders gain valuable understanding into the effectiveness of their employee retention strategies and overall workplace health. Unveiling the reasons behind voluntary departures empowers organizations to address potential lapses in their offerings and policies. Common drivers of voluntary turnover may include a lack of career advancement opportunities, insufficient compensation, or a misalignment of personal values with the organization’s culture. Identifying such factors through the lens of the Voluntary Turnover Rate enables HR teams to proactively design and implement relevant programs, cultivating a more nurturing, engaging work environment. Moreover, tracking the Voluntary Turnover Rate in combination with other HR metrics, such as Employee Satisfaction and Employee Retention Rate, can provide a comprehensive overview of employee engagement and commitment. By addressing the issues highlighted by these interrelated metrics, organizations ensure that they maintain a content and productive workforce willing to contribute to the company’s long-term vision. The Voluntary Turnover Rate serves as an eye-opening metric for understanding an organization’s employee retention capabilities. Through skillful analysis and thoughtful response, HR departments and business leaders can utilize this metric to sharpen their talent management strategies, sustain a resilient workforce, and ultimately, fortify their organization’s foundation by fostering a committed and satisfied team of professionals. Employee Net Promoter Score (eNPS) In the multifaceted domain of human resources, the Employee Net Promoter Score (eNPS) emerges as a powerful tool to measure employee satisfaction and engagement. This metric gauges the loyalty of employees by posing a simple, yet insightful question: How likely are they to recommend the company as a place to work? Built on the premise of the Net Promoter Score concept used in customer satisfaction, the eNPS distills the essence of employee sentiment into meaningful key data points that reflect their commitment and attachment to the organization. A profound understanding of the Employee Net Promoter Score offers HR professionals and business leaders not merely a numerical score, but valuable insights into the health and vitality of their organizational culture. By monitoring the fluctuations of this pivotal metric, organizations can identify trends, recognize areas of success, and spot aspects of the work environment that might require redress and reinforcement. Furthermore, the analysis of the eNPS in conjunction with related HR metrics provides a holistic perspective on the many elements influencing employee satisfaction. For instance, evaluating eNPS alongside Employee Turnover Rate or Employee Retention Rate can illuminate the intricate relationship between overall satisfaction and workforce stability. By harnessing the power of these interrelated data points, HR teams can tailor their strategies and interventions, ultimately fostering a nurturing environment that engenders employee commitment and loyalty. The Employee Net Promoter Score remains a cornerstone within the portfolio of HR metrics for assessing employee satisfaction and engagement. The wisdom and understanding that arise from the skillful interpretation of eNPS pave the way for optimizing employee experience and cultivating a resilient organization deeply invested in the success of its people. Embracing the opportunity to learn from the eNPS reflects an organization’s commitment to fostering a thriving culture, where employee satisfaction and well-being are at the core of its mission. Employee Engagement Employee Engagement is a vital HR metric that gauges the emotional investment and commitment of employees towards their work and the company. This measurement helps gauge the level of enthusiasm, loyalty, and dedication employees have for their roles within the organization. It directly impacts key performance indicators, such as productivity, turnover, and overall organizational performance. Simply put, employee engagement stems from the deeply human need for fulfillment in one’s work and plays a decisive role in the success of an organization. Delving deeper into Employee Engagement unveils its significance. High engagement levels often translate into a more motivated, resilient workforce that achieves higher productivity levels and fosters a lower turnover rate. Engaged employees are typically more loyal, invest greater effort into their work, and are likely to go the extra mile for the company’s success. Additionally, they form the backbone of a positive workplace culture, contributing to a harmonious, cooperative work environment. However, measuring Employee Engagement can be challenging, as it encompasses various key data points, including job satisfaction, loyalty, pride in their work, and the quality of relationships with co-workers and supervisors. Various tools like surveys and feedback sessions can gather these data points, which, when analyzed together, can provide a composite picture of the organization’s engagement health. In essence, Employee Engagement is an invaluable measurement within the HR metrics spectrum. Its findings shed light on the pulse of the organization, highlighting areas that require optimization to enhance job satisfaction, increase loyalty, and improve overall performance. Prioritizing and nurturing Employee Engagement reflects an organization’s commitment to its most critical resource – its people. It is a testament to the organization’s dedicated pursuit of achieving success by building a highly engaged and motivated workforce. Employee Satisfaction Within the dimensions of Human Resources Management, the metric of Employee Satisfaction stands as a direct barometer of how content employees are. It comprehensively measures their satisfaction levels with aspects like job roles, the work environment, organizational policies, and workflows. This critical metric transcends the mundane statistics, illuminating the subjective experiences and feelings of employees towards their workplace. Central to the robustness of the HR Processes, Employee Satisfaction harbors the potential to significantly influence an organization’s success trajectory. A workforce that is satisfied with their roles, feels valued, and finds alignment with organizational policies tends to exhibit higher productivity, lower turnover rates, and greater levels of engagement. It also underscores the positive aspects of an organization’s culture, reinforcing its attractiveness to prospective talent and bolstering its reputation in the job market. By undertaking regular Employee Satisfaction surveys and making this assessment an integral part of their Human Resources Management, organizations can amass valuable insights. These key data points then serve as a compass to navigate the planning and execution of HR policies, correcting course where needed and thus ensuring an environment that promotes satisfaction. To conclude, Employee Satisfaction (aka Employee Happiness) is not merely a measure of contentment. It is a testament to the effectiveness of the HR processes and the overall health of an organization. Prioritizing this critical metric helps build a workforce that is not just satisfied, but also engaged, productive, and committed to driving the organization’s success. Employee Experience A core metric within the domain of Human Resources Management is the Employee Experience. This term encompasses an employee’s entire journey within an organization, encapsulating every touchpoint from recruitment to exit. It includes their encounters with the organization’s culture, work environment, management philosophy, and HR Operating Rhythm. Essentially, it reflects how an employee perceives their interaction with the organization at large, offering a panoramic view of their professional journey. The depth and breadth of the Employee Experience shed light on critical aspects of the Human Resources Management strategy. It helps identify potential areas for improvement, and, perhaps more importantly, areas that are working well. This measure is not confined to the individual employee’s direct work-related tasks; it extends to cover the overarching environment, company culture, and sentiment within the organization. A positive experience fosters a feeling of inclusion, boosts engagement, improves job satisfaction, and reinforces a sense of loyalty. Accurate measurement of the Employee Experience requires a detailed understanding of the organization’s HR Operating Rhythm. It calls for a systematic, disciplined approach to assess each phase of an employee’s journey, from onboarding and integration to growth and eventually, their exit. Regular feedback sessions, pulse surveys, and open communication channels can serve as tools for capturing the nuances of Employee Experience reliably. The Employee Experience stands as a pillar in the realm of HR metrics. A thorough understanding of this metric empowers Human Resources Management to create a fulfilling, rewarding environment that positively influences every facet of the employees’ professional lives. In prioritizing Employee Experience, an organization reinforces its commitment to its most valuable asset–its people. This is instrumental in building a strong, vibrant, and high-performing workplace where each individual is fully engaged and aligned with the company’s vision and direction. Employee Value In the strategic framework of human resource management, Employee Value emerges as a critical metric. This term encapsulates the aggregate contribution an employee brings to an organization, assessed in light of key facets such as productivity, innovation, and teamwork. Effectively, it quantifies the unique worth of each employee within the organization, detailing their individual impacts on overall company performance. An employee’s value is intrinsically linked to their productivity. Higher employee productivity often directly translates to greater value for the organization. However, this metric extends beyond merely measuring task completion rates or output levels. It also encompasses the innovative capacities of the employee–their potential and demonstrated ability to introduce or improve processes, ideas, or products, thereby contributing to the organization’s evolution and growth. Further, the concept of Employee Value embraces the power of teamwork, recognizing the synergistic effects of cooperative, harmonious office relationships. The quality of interactions and collaborations, the readiness to assist colleagues, and the ability to effectively function within a team all contribute to an individual’s cumulative value to an organization. Understanding these dimensions through the lens of Employee Value illuminates the factors driving both individual and collective successes. The Employee Value stands as a comprehensive measure of an employee’s impact on an organization. It encompasses not only the tangible output in terms of employee productivity but also the softer aspects of innovation capacity and teamwork. A nuanced understanding and application of the Employee Value metric play a pivotal role in empowering HR leaders and business leaders alike, enabling them to enhance talent management strategies, foster a productive workplace, and drive their organization toward unparalleled success. Recruitment Metrics Recruitment Metrics serve as indispensable tools for HR managers and business leaders striving to optimize their talent acquisition process. These essential performance indicators, including time-to-hire, time-to-fill, and cost-of-hire, enable organizations to assess the efficacy, speed, and cost-effectiveness of their recruitment frameworks. By evaluating these key metrics, decision-makers can ensure that their talent acquisition strategies are aligned with the organization’s broader objectives while providing a seamless experience for both candidates and hiring managers. Central to the HR metrics ecosystem, Recruitment Metrics hold the key to detecting areas requiring streamlining, improvement, or an outright transformation in the recruitment journey. A comprehensive understanding of these metrics allows an organization to stay competitive in the job market, attract top talent, and fine-tune their recruitment strategies to bolster their workforce. In this context, time-to-hire, time-to-fill, and cost-of-hire metrics emerge as vital signposts guiding organizations toward the best practices for finding, hiring, and retaining exceptional candidates while striving for operational excellence. Time to Hire In the panorama of HR metrics, Time to Hire emerges as a key measure of efficiency within the recruitment process. It succinctly outlines the duration from when a job is posted to when a candidate accepts the offered role. A shorter Time to Hire often stands as an indicator of a more streamlined and efficient hiring process, reflecting the effectiveness of the recruitment strategies employed by an organization. Assessing Time to Hire provides valuable insights into the speed and efficacy of the recruitment function. A brief duration could signal a well-structured and efficient system capable of quickly attracting, evaluating, and securing suitable candidates. It may also imply a positive working relationship with hiring managers, facilitating swift decision-making and expediting the overall recruitment process. Conversely, a lengthier Time to Hire could indicate possible inefficiencies or bottlenecks that are slowing down the recruitment cycle. These could range from a lengthy decision-making process, difficulties in attracting the right candidates, to perhaps the absence of a robust recruitment platform or system. Understanding and analyzing this metric empowers an organization to undertake necessary revisions or enhancements to the recruitment process. Time to Hire is an essential recruitment metric, offering quantifiable evidence of the strengths and potential weak links within an organization’s recruitment process. Regular monitoring of this metric enables HR hiring specialists to uphold the efficiency and effectiveness of their recruitment practices, ensuring the organization remains competitive in the dynamic talent acquisition landscape. Having an optimized Time to Hire helps harness the full potential of the recruitment process, ensuring timely talent acquisition that aligns with the strategic growth objectives of the organization. Time to Fill At the heart of an organization’s talent acquisition process stands the crucial recruitment metric known as Time to Fill. This metric gauges the amount of time it takes to fill a vacant position, stretching from the moment a job opening is identified to the point when the selected candidate steps into the role. Time to Fill shines light on the efficiency of an organization’s hiring practices, offering valuable insights into potential bottlenecks or areas that may warrant improvement. A shorter Time to Fill typically reflects a well-orchestrated recruitment process, where vacant positions are rapidly filled, minimizing the adverse impacts of extended vacancies on the organization’s operational efficiency. Conversely, a protracted duration can signal complexities within the talent acquisition process that may require streamlining, or a case of substantial applicant volume making candidate selection challenging. Analyzing Time to Fill enables HR managers and business leaders to reveal and address any inefficiencies, reinforcing smoother, more effective hiring practices. Developing an understanding of Time to Fill is fundamental in fostering a more efficient talent acquisition process. Through the identification of friction points, organizations can take targeted measures such as optimizing job descriptions, refining selection criteria, or enhancing the interview process. These tailored strategies contribute to a more agile and proficient recruitment system, resulting in a competitive advantage in the quest for top talent. In summary, the Time to Fill metric serves as a vital indicator of the productivity and effectiveness of an organization’s talent acquisition process. Identifying areas for improvement can bolster overall efficiency, ensuring that businesses are well-positioned to swiftly hire the brilliant minds required to drive the organization to new heights. This metric not only measures the speed of the recruitment process but also signifies the organization’s commitment to selecting the best candidates for the job, thereby contributing to a sustainable, high-performing workforce. Cost of Hire In the realm of effective talent management strategies, understanding the Cost of Hire is of paramount importance. This financial metric delves into the costs associated with filling a vacant position, encompassing both direct and indirect expenses incurred during the talent acquisition process. Direct costs include job advertising fees, agency or recruiter fees, and background check costs. Indirect costs may incorporate time spent on candidate sourcing, interviewing, and onboarding across different organizational departments. A comprehensive overview of Cost of Hire offers indispensable insights to HR team members and business leaders, enabling them to evaluate their organizations’ recruitment efficiency and overall competitiveness. Evaluating the Cost of Hire is crucial in optimizing talent acquisition strategies, which, in turn, can profoundly influence an organization’s long-term success. By monitoring this metric, decision-makers can identify areas where cost savings and process improvements can be realized, minimizing excessive recruitment expenditure without compromising on the quality of hires. A solid grasp of Cost of Hire supports resource allocation and budgeting decisions, ensuring that organizations remain agile and capable of attracting top talent in the increasingly competitive job market. Efficient Cost of Hire management is vital to the sustenance and growth of an organization. By streamlining the talent acquisition process, HR professionals and business leaders can balance cost control with the pursuit of high-quality candidates, ultimately fostering a strong and vibrant workforce. Continued investment into refining recruitment strategies and processes will contribute to reductions in Cost of Hire while also positioning companies as attractive destinations for top talent. Assessing and managing the Cost of Hire is integral to the development and optimization of a company’s talent acquisition process. By examining these costs and identifying areas of potential improvement, organizations can refine their recruitment strategies, strike a balance between cost-efficiency, and quality hires, and solidify their foundation for enduring success. As a critical component of the recruitment metrics toolkit, the Cost of Hire serves as a key investment in the prosperity and future of the organization and its employees. Compensation and Benefits Metrics Amplifying the potency of an organization’s human resources strategy necessitates a comprehensive understanding of Compensation and Benefits Metrics. These crucial benchmarks, encapsulating aspects like pay gaps, salary averages, and more, guide HR managers and business leaders in making informed decisions about their organizations’ compensation structures. With these metrics at their disposal, professionals are better equipped to foster a fair, competitive, and enticing workplace, uplifting both employee satisfaction and organizational performance. Beyond merely representing numbers, Compensation and Benefits Metrics carry significant implications for talent acquisition, retention, and overall employee engagement. Drawing a clear picture of current compensation structures and comparing them to market standards can yield deep insights and illuminate areas for potential improvement. By closing pay gaps, aligning salary averages with industry standards, and delivering competitive benefits packages, organizations can showcase a palpable commitment to their employees’ welfare, ultimately underpinning a rock-solid foundation for sustainable success. Salary Range Penetration At the nexus of effective compensation management is the critical metric known as Salary Range Penetration. This evaluates how closely an employee’s salary matches the market or industry standards, ensuring businesses offer a competitive compensation package. Here, the Total Cost of compensation incorporates the entire salary spectrum—from minimum to maximum—considering various job roles and levels within an organization. The central role of Salary Range Penetration is to measure the employee’s pay position within the organization’s established salary range. This can help determine if the compensation offered aligns with industry benchmarks and remains attractive to both the current workforce and potential hires. By understanding where an employee’s salary stands in relation to these ranges, HR managers and business leaders can make informed decisions about pay increases, promotions, or adjustments needed to remain competitive. An efficient Salary Range Penetration system is vital for HR Compensation and Benefits managers in maintaining equity and transparency in compensation practices. Regular reviews and adjustments inspired by this metric can ensure the workforce feels valued, subsequently fostering higher levels of job satisfaction and commitment. By being mindful of this metric, organizations can shape an equitable pay structure that securely aligns the interest of employees and the strategic objectives of the company. Salary Range Penetration offers in-depth insights that fuel fair and competitive pay structures within organizations. By constantly monitoring and adjusting this measure, organizations can ensure their compensation strategies align with market standards, positively impacting employee satisfaction, and, ultimately, retention. Recognizing and acting upon the nuances of this metric is an investment in your people’s contentment and your organization’s long-term success. Salary Averages In the realm of fair and competitive compensation practices, understanding the concept of Salary Averages stands central. Salary Averages refer to the mean salary within an organization or a specific role. It essentially entails a comprehensive evaluation of the sum of all salaries divided by the total number of employees. This metric enables HR professionals and managers to maintain a balance in their internal pay structure while also considering relevant external costs. The value of Salary Averages is reflected in its ability to influence both internal and external costs tied to employee compensation. Internally, it aids in maintaining equity within the organization, ensuring a balanced distribution of compensation centered around fair market value. Externally, comprehending this metric efficiently allows companies to remain competitive in the market by offering attractive compensation packages that can attract and retain talent. Calculating and monitoring Salary Averages affords organizations a clearer lens through which to view potential disparities or imbalances in their pay structure. By identifying these gaps, companies can take corrective measures to ensure equitable pay among employees, fostering an environment of transparency and fairness. This conscious and conscientious practice not only strengthens employee relations but also encourages a more dedicated and motivated workforce. Salary Averages serve as a critical component of a balanced and competitive compensation practice. The insights derived from it throw light on both internal and external costs associated with employee compensation. This, in turn, equips organizations with the knowledge needed to ensure a fair, transparent, and competitive remuneration system—an instrumental cornerstone to fostering a satisfied and high-performing workforce. Pay Equity Centered at the heart of a constructive, diverse, and inclusive workforce is the core HR metric known as Pay Equity. It ensures that all employees receive fair compensation for their work and contributions, regardless of their gender or other demographic factors. The primary purpose of this metric is to foster a culture of equality, aligning with the principles of diversity and inclusion. Pay Equity helps eliminate unjustifiable disparities in the workforce relating to compensation. It is a reflection of an organization’s commitment towards upholding fairness by assessing and adjusting pay scales based solely on factors such as role, experience, and performance. With Pay Equity, HR leaders and business leaders commit to a critical investment in ensuring that their compensation practices do not discriminate but, instead, respect diversity and promote inclusion. Practicing Pay Equity necessitates regular monitoring and adjustments of pay strategies. It may involve conducting equity audits, examining pay practices, and implementing relevant policies that ensure fair compensation. The process extends beyond just remuneration and reflects the organization’s values, translating to higher employee satisfaction, improved employer branding, and fostering a culture that truly values diversity and inclusion. Pay Equity is not merely a metric; it’s an organizational commitment towards fostering a workplace culture that upholds the principles of equality, diversity, and inclusion. By driving pay practices that ensure equitable compensation, businesses can strengthen their employer brand, enhance employee loyalty, and build a robust foundation of trust and mutual respect. Pay Equity, thus, is less a choice and more a responsibility that organizations must shoulder in their quest for sustainable success. Pay Gap In the landscape of fair and equitable compensation practices, addressing the issue of the Pay Gap is a non-negotiable priority. Broadly speaking, this term refers to variations in pay across not only genders but also across different demographic, racial, and cultural groups. Comprehensive understanding of the concept of Pay Gap ensures that organizations adopt a sincerely fair approach to employees, emphasizing the principle of internal equity in compensation models. The Pay Gap is not merely about discerning salary discrepancies; it provides important insights into deeper systemic issues that might exist within an organization. Adjusting for these gaps is crucial for fostering a sense of fairness among employees and maintaining internal equity. This involves understanding these differences, identifying their origins, and devising systematic interventions to ensure equitable pay across all levels and roles. Efficient management of the Pay Gap necessitates close collaboration with HR managers and business leaders. This involves scrutinizing internal salary data, benchmarking against external markets, and rolling out policies that uphold equitable compensation. The commitment to narrowing and eventually eliminating the Pay Gap is a testament to an organization’s dedication to a fair approach to employees. Addressing the Pay Gap is a critical step towards establishing fairness and equality in compensation across all layers of an organization. Tackling this problem fosters a sense of internal equity, resulting in improved employee morale and productivity. As directly linked to a fair approach to employees, successful management of the Pay Gap is a substantial boon to the overall organizational health and reputation. Gender Pay Gap In the spectrum of fair compensation, addressing the Gender Pay Gap is of paramount importance. This metric underlines the salary disparity between male and female employees performing the same work. The alignment of the Gender Pay Gap to equitable pay scales is key in promoting workplace equality and maintaining internal equity. Firstly, let’s understand what the Gender Pay Gap is. It’s the differential between the average earnings of male and female employees, considering they are in identical roles with similar experience and performance. A noteworthy point is that a “gap” indicates a disparity, not justified by professional factors, signaling that there are elements beyond work performance influencing compensation. Such inequalities can undermine the spirit of fairness, negatively impacting the work environment and an organization’s ethical stature. The inevitability of addressing the Gender Pay Gap signals a commitment towards valuing a fair and balanced compensation strategy. By recognizing and actively responding to these discrepancies, organizations cement their commitment to internal equity. Revisiting pay structures, conducting thorough equity audits, and cultivating an environment of open dialogue about compensation are measures that can help in overcoming these challenges. Analyzing and working to lessen the Gender Pay Gap is more than an HR metric; it is a significant stride towards forging an equitable, inclusive workplace. The conscious examination and rectification of these disparities serve as a testament to an organization’s investment in their people, contributing to enhanced organizational morale and overall productivity. Prioritizing a sphere of pay equality is a critical contributor to achieving internal equity in the workplace. Talent Development Metrics In the evolving landscape of Human Resources, the collection, analysis, and interpretation of HR Metrics form a cornerstone for success. One subset of these vital metrics, particularly significant for both the HR Professional and the holistic growth of an organization, is the realm of Talent Development Metrics. These work to quantitatively measure the efficiency and impact of the organization’s talent development and training programs, fueling strategic decision-making and enhancing overall operational efficiency. Talent Development Metrics offer insight into the effectiveness of the company’s employee development strategies. These metrics range from gauging the reach, relevance, and responsiveness of training programs to measuring resultant employee performance and retention levels. While effectively broadening the scope of traditional employee metrics, these data points serve as a critical tool in assessing employee skill growth, job satisfaction, and, ultimately, boosting business productivity. Employee Growth Rate The Employee Growth Rate is a critical HR metric that helps assess this capability. By monitoring the development and promotion rate of employees within an organization, this metric highlights the effectiveness of training and development programs while signaling a truly forward-thinking learning organization. An organization’s deliberate focus on Employee Growth Rate is the embodiment of its commitment to competency-based learning. By tracking advancements, skill enhancements, and career progressions, this metric stresses the importance of investing in people. At the same time, it also serves as a valuable input for decision-makers looking to improve existing development programs, create new opportunities for growth, and better align workforce skills with strategic business goals. Employee Growth Rate, when viewed as a part of the bigger picture, is transformative. It elevates human capital, enhances employee engagement, and promotes exceptional performance. As a direct result, this results in increased levels of job satisfaction and employee retention. When it comes to a business performance perspective, an environment that nurtures talent and encourages growth leads to a more agile, effective, and adaptive workforce, enabling an organization to thrive in an ever-changing market. The Employee Growth Rate serves as an insightful measure of an organization’s dedication to cultivating a learning organization. Paying close attention to this metric and taking data-driven, empathetic actions reflects an organization’s commitment to its people, ultimately ensuring that it stays on a path of continuous growth. Embracing the Employee Growth Rate is a testament to an organization’s focus on competency-based learning, its appreciation for individual aspirations, and its unwavering pursuit of sustained business performance. Retention Rates In a world where employees are the linchpin of business success, Retention Rates serve as a crucial HR metric. This metric quantifies how well a company retains its employees over a period, effectively revealing insights into job satisfaction levels and the overall company culture. Keeping a keen eye on Retention Rates is central to the sustained effectiveness of a learning organization. Retention Rates are more than just numbers. They are indicative of an organization’s ability to maintain a competent, motivated workforce. High retention rates usually point towards positive job satisfaction and a supportive company culture. On the contrary, low retention rates may signal potential challenges that need to be addressed. These could include aspects related to competency-based learning, compensation, employee engagement, or opportunities for growth and development. Studying Retention Rates enables HR professionals and business leaders to identify areas of improvement within the organization. These insights guide decision-making processes around recruitment, onboarding, training, rewards, and recognition systems. An organization that thrives on high retention rates is likely to have a team of committed employees on board, willing to contribute to improved business performance. Such an organization tends to exude a positive ambiance, advantageous for its reputation as an employer, and its customer relationships. In a nutshell, Retention Rates are a vital health check of an organization. They portray how effectively an organization cultivates a climate of employee satisfaction and continuous growth, in line with principles of a learning organization. By focusing on Retention Rates, businesses can significantly influence competency-based learning, drive enhanced employee job satisfaction, and sculpt an empowering company culture, all of which are essentials for elevated business performance. Employee Performance Metrics At the heart of a successful business are its employees and their performance. Employee Performance Metrics offer a systematic lens to evaluate individual productivity and effectiveness. By providing a measure of an employee’s contributions and accomplishments, these metrics serve as an essential tool to comprehend and enhance workforce capabilities, a critical aspect of any learning organization. The scope of Employee Performance Metrics is broad and multifaceted, capturing a spectrum of data points such as quality and quantity of work, adherence to deadlines, job knowledge, and innovation. By providing clear and accurate information of individual employee contributions, these metrics aid HR professionals and business leaders in decision-making processes. They shed light on areas for improvement, identify potentials for promotion, and inform strategies for competency-based learning initiatives. The power of these metrics extends beyond individual employees and has the capacity to transform the entire organization. A workforce that is regularly assessed and guided using performance metrics is more likely to be engaged, motivated, and productive. This engagement and productivity directly impact the operational efficiency of the organization, contributing to enhanced business performance. Employee Performance Metrics provide valuable insights into an organization’s most valuable asset, its people. By focusing on these metrics, organizations can create a proactive workforce, inspire continued learning, and drive performance growth, making them an indispensable feature of a well-functioning learning organization. They are the lynchpin that ties individual performance to competency-based learning and business performance, creating a synergetic environment that benefits employees and organizations alike. Summary Summary For HR leaders and organizational leaders, understanding a variety of key HR metrics is nothing short of essential. By successfully interpreting and actioning the insights from these 19 HR metrics, decision-makers equip themselves with the knowledge to effectively manage and enhance multiple areas of their human resource initiatives. These metrics not only help in shaping a productive and content workforce but also contribute tangibly to an organization’s future success. Diving deep into employee satisfaction, organizations must adopt a systematic approach to gauge the happiness and well-being of their workforce. By accurately capturing the significance of various factors that influence satisfaction, HR metrics enable organizational leaders to make informed decisions, fostering an uplifting workplace atmosphere where employees feel acknowledged, motivated, and valued. Retention rates, on the other hand, hold a mirror to the overall company culture, illuminating aspects that may need improvement, or areas that are flourishing. Consequently, these metrics facilitate effective action plans that drive harmonious cultures and stable employee longevity. The connection between a satisfied employee base and an efficient workforce highlights the core importance of retaining human capital for success in any business. In conclusion, comprehending and leveraging these key HR metrics is an indispensable requirement for building a robust and thriving organization that stands the test of time. HR teams, armed with these insights, play a crucial role in weaving together a genuinely outstanding company tapestry. By nurturing employees through informed, empathetic decisions, organizations can strengthen the foundations of their workforce, ensuring long-lasting success sustained by satisfied, productive, and fulfilled employees.
    Employee Satisfaction
    2023年12月10日
  • Employee Satisfaction
    AIHR:Measuring Employee Experience: A Practical Guide for 2024 Keeping your employees engaged, motivated, and satisfied throughout their journey with your organization is key to business success. Measuring employee experience allows HR professionals to understand how their workforce feels and ensure the team remains fulfilled. In this article, we’ll explore how to measure employee experience, evaluate the results, and turn them into meaningful action. Contents What is employee experience (EX)? Why measure employee experience? How to measure employee experience Best practices for measuring employee experience FAQ What is employee experience (EX)? Employee experience (EX), in its simplest form, is how employees perceive their stay at your organization from when they apply for a job to after they leave. It encompasses various dimensions – ranging from the physical workspace and technological tools being used to the organizational culture, professional growth opportunities made available, and social interactions they have with colleagues or superiors. It’s more than just a collection of daily experiences at work; EX profoundly shapes an employee’s perceptions about their employer and impacts their decision to stay or leave. DIVE DEEPEREmployee Experience vs. Employee Engagement: 4 Differences To Know Why measure employee experience? 87% of employee experience experts say that a great employee experience helps retain and attract talent. However, only 51% of employees feel that their organization is delivering on the experience they promised. By measuring employee experience, you can uncover and fix issues and discrepancies to reap the benefits of a satisfied and engaged workforce. Let’s break down the reasons why you should measure employee experience. Enhanced productivity and performance Research shows that superior employee experience (EX) may lead to enhanced productivity. Employees who feel satisfied, empowered, and valued are more motivated to perform at their highest level. They significantly contribute to organizational goals, which can result in an over 50% increase in revenue. By focusing on optimizing the employee journey – from end to end – companies can foster a work environment that stimulates both individual and team performance. LEARN MORE23 Key Employee Experience Statistics You Should Know in 2024 Retaining talent Monitoring and enhancing EX levels significantly contributes to improving retention rates. Employees who resonate with their company culture and find meaning in their work stay longer in their organizations. Examining facets like workplace habits or preferences provides employers invaluable insights related to employee experience – which ultimately feeds into long-term staff retention strategies. Making informed decisions related to HR practices A robust method of measuring employee experience offers in-depth insights into how employees perceive things such as career development opportunities or even intricate details like office seating arrangements. This helps HR shape policies and practices strategically and make smarter decisions that maximize the workforce potential while actively minimizing discontentment factors. Enhanced customer experience A happier workforce equals happier customers. Companies with great employee experience report 2X as high customer satisfaction levels compared to businesses scoring low on employee experience. A well-executed EX strategy will aid your organization in delivering higher standards of service, creating a ripple effect that extends far beyond merely measuring employee experience for internal benefit.   Australian Defence Bank collaborated with the employee and customer experience management platform Insync to measure and improve EX and CX.   Investing in their employees has helped them build a motivated workforce and get outstanding business results. Not only are they in the top 10% for employee engagement compared to other financial organizations, but they have also achieved record deposit growth in transaction and savings account balances.   Innovation, growth, and improved organizational performance As we’ve already alluded to, keeping your finger on the pulse of EX can set the scene for broader innovation and growth within an organization. Employee experience goes hand in hand with employee engagement, which helps foster an innovative culture and a passionate commitment to ongoing improvement—an infallible recipe to drive the company performance northward. To sum it up, measuring employee experience isn’t simply good practice, but it can bring numerous strategic benefits that make a profound impact on organizations and their competitive standing in the market. How to measure employee experience Employee experience is a multifaceted and intangible concept, which is not easy to quantify at first sight. Successfully measuring it involves defining relevant employee experience metrics and methods of measurement to collect the data. Let’s take a closer look. 1. Define and track employee experience metrics Employee experience metrics allow organizations to gain insight into the wellbeing, satisfaction, and productivity of their teams. The following metrics serve as good indicators of the employee experience levels at your organization: Retention rates Retention rates signify how many employees remained within the company over a specified period. A high employee retention rate generally implies positive experiences at work, while low rates indicate potential problems or dissatisfactions among staff. Intent to stay This metric shows how many employees foresee themselves staying with an organization over a lengthy period. It can provide insights into the workforce’s commitment level and their perception of future opportunities within the company. Number of employee referrals The number of referrals from existing staff suggests how highly they rate working within the organization. The higher this figure is, the more positive opinions workers hold about their employee experience, and that’s why they’re willing to recommend you as an employer. Productivity metrics Productivity indicators such as performance ratings or meeting project deadlines can reveal a lot about how efficiently an employee works. High productivity levels generally imply a supportive environment that propels the team towards achieving set objectives. Employee Net Promoter Score (eNPS) The eNPS asks employees on a scale from 0-10 whether they would recommend their place of work to others – typically friends or family members. The data gleaned helps appraise the overall employee experience levels. Employee Experience Index The Employee Experience Index score takes into account an array of factors influencing the overall workplace atmosphere, like engagement levels, empowerment feelings, job fulfillment factors, and key performance indicator achievement. It provides a holistic overview of what it might be like working for your organization. The exact dimensions of the Employee Experience Index depend on how an organization defines it. Two well-known Employee Experience Index systems have been developed by IBM and Forrester. 2. Administer surveys Once you know what insights you’re hoping to gain, you can start collecting data. Surveys are an indispensable tool for measuring employee experience. There are a couple of types of surveys that you can utilize. Employee experience surveys Employee experience surveys provide an avenue for employees to confidentially share views about their workplace, its leadership practices, and its culture. Organizations typically conduct employee experience surveys annually, bi-annually, or quarterly. Including both quantitative and qualitative questions in your survey will provide you with comprehensive data on your respondents’ perspectives. Quantitative questions, usually closed-ended, help gather structured data that you can do a statistical analysis of, revealing patterns and trends in responses. On the other hand, qualitative questions, typically open-ended, elicit descriptive and narrative responses that dive deeper into the nuances and complexities of participants’ experiences and feelings. These responses shed light on the ‘why’ and ‘how’ behind the numbers, uncovering the underlying motivations, beliefs, and emotions that drive behaviors and opinions. By incorporating both types of questions, you can capture the breadth of information and the depth of insights. Employee experience survey questions examples Next to the eNPS question “On a scale from 1 to 10, how likely are you to recommend our organization as a place to work to your friends and family?”, examples of quantitative employee experience survey questions include: On a scale of 1 to 10, with 1 being “Not at all” and 10 being “Extremely”: How satisfied are you with the opportunities for professional development within the company? How confident do you feel in your current role and responsibilities? How supported do you feel by your direct supervisor or manager? Qualitative questions you can consider covering in your survey are: In your opinion, what 2-3 changes could be made to improve the overall work environment and culture? What aspects of our company’s culture do you value the most? If you could recommend one thing to improve team collaboration, what would it be and why? Pulse surveys Pulse surveys are short, frequent surveys designed to quickly capture employee feedback and continuously gauge overall sentiment about their workplace experience. Focusing on a few key questions, they are less burdensome for employees, leading to higher response rates. These surveys can help organizations zoom in on current events or specific workplace issues that impact employee experience. However, regularly collecting data can lead to an abundance of information. Organizations must have the capacity and tools to analyze and act on this data to prevent it from becoming overwhelming or underutilized. It’s crucial to use pulse surveys strategically and in combination with other feedback mechanisms to ensure a comprehensive understanding of the employee experience. New hire surveys New hire surveys help you capture insights about one of the most crucial “moments that matter” in an employee’s journey: their onboarding. This initial phase sets the tone for an employee’s tenure with the company, shaping their perceptions, expectations, and overall sentiment toward the organization. You can glean valuable feedback about the effectiveness of your onboarding processes, the clarity of role expectations, and the cultural immersion experience. This feedback not only provides a snapshot of the new employees’ experience but also offers actionable insights for organizations to refine their onboarding processes so that they create a positive and lasting first impression. 3. Conduct qualitative interviews One-on-one dialogues with employees afford a deeper understanding of the intricacies at play regarding the overall employee experience. By conducting employee interviews, you can complement and enrich your survey data. They provide you with an excellent opportunity to ask open-ended questions and give your employees space to express their opinions and perceptions. Two common types of interviews to gather qualitative data are stay interviews and exit interviews. Stay interviews These discussions aim to find out why employees opt to remain with an organization. HR professionals can then identify the positive aspects of their working experiences that should be reinforced or replicated. Exit interviews Exit interviews help you assess why employees leave your organization and how they see their time spent working for you. These discussions allow you to better understand the challenges our employees face at work, providing insights into potential corrective measures. By adopting these varied approaches blending both quantitative and qualitative employee experience measurement methods, businesses can effectively gauge worker sentiments – thereby improving employee experiences and driving organizational success. Best practices for measuring employee experience Measuring employee experience effectively goes beyond defining relevant metrics and conducting surveys and interviews. To get a comprehensive view of employee experience at your organization and put your findings into action, you need to follow these five best practices. Setting clear objectives Begin with a set of distinct objectives that align with your company’s overall business strategy. This is crucial for accurately evaluating the employee experience. Why exactly do you want to assess employee experience? Are you aiming to increase productivity or retention rates or encourage higher creativity levels across teams? Your end goals play an indispensable role in determining which part of the employee journey needs focus and what type of feedback you need from the employees. Conducting research across different employee groups When you’re measuring employee experience, you need to recognize diversity within your workforce. That helps you accurately capture different facets of the work experiences of diverse groups in your organization. Make sure to survey or interview employees from diverse backgrounds, different job levels, departments, and lengths of service to understand the unique challenges they might face. Dell Technologies partnered with an employee experience measurement platform Voxxify to design a hybrid work plan for one of their European offices. Over 60% of employees responded to the survey, providing more than 2,100 individual comments. The analysis results helped identify four areas of focus. These included updating the handbook for managers and employees for hybrid work considerations, defining the value of coming into the office, supporting employees’ mental wellness, and optimizing facilities and technology to enhance the work environment. The office now sees occupancy rates of 60% or more on Tuesdays through Thursdays, and the success of the measurement effort has led to plans to repeat it annually. Overcoming survey fatigue and ensuring participation It may be tempting to send surveys left and right for comprehensive data collection when measuring employee experience. However, you should really avoid doing so. Survey fatigue can quickly pile up, draining previously enthusiastic participants’ eagerness to provide valuable insights. To keep engagement high and maximize response rates, make sure your surveys are succinct yet thorough. Carefully plan your survey schedule to not overwhelm your team. For example, you can send out a comprehensive survey quarterly or bi-annually, with a couple of shorter pulse surveys in between. It also helps to effectively communicate the purpose behind these assessments, so employees see them not as tasks but as avenues towards improving their work lives. You can, for instance, share examples of initiatives you implemented based on employee feedback. Guaranteeing confidentiality Nothing squashes honesty quicker than a sense of insecurity surrounding responses’ anonymity, which makes maintaining confidentiality critical to effective employee experience measurement. If you use external applications for gathering feedback, emphasize their confidentiality features. You should also invest in fostering an environment where employees feel they can honestly express thoughts and concerns without fear of retribution. Doing so will not only amplify trust but also provide you with more authentic data to work on. Acting on employee feedback Once you’ve gathered and analyzed employee feedback, it’s time to take action. Prioritize high-impact initiatives and create a plan for how to implement these. Employees need to believe that their input sparks real change; otherwise, they might lose engagement in such processes altogether. Recognize employee contributions and communicate plans about future improvements based on their input clearly. Transparency here fosters a sense of responsibility among the staff and improves morale during periods of change. Ultimately, measuring employee experience is a cyclical process. It starts from setting clear objectives leading up each step to enacting feedback-led changes and then identifying newer areas for improvement continuously. Key takeaway Staying on top of your employees’ experiences at work allows companies to detect dissatisfaction early enough and tackle issues before they develop into bigger problems. It’s a great way to improve HR practices and design employee experience that promotes productivity, talent retention rates, and ultimately a better workplace environment. Relevant employee experience metrics help you quantify the concept and solidify your measurement process. Surveys and qualitative interviews give voice to your employees, offering rich insights into the workers’ perceptions of the workplace. However, it’s the organization’s responsiveness to feedback that significantly impacts the effectiveness of measuring employee experience. It is key to not just listen but also take action based on employees’ feedback for positive changes. FAQ What are the most important employee experience metrics to measure? When it comes to measuring employee experience, key metrics that organizations use include: – Retention rates: Your business’s retention rates can reveal much about employees’ willingness to commit long-term to an organization. – Intent to stay: Beyond just assessing current employee tenure, discerning whether staff members aspire to stay with the company for the foreseeable future is a valuable indicator of how they perceive their journey at your organization. – Employee Net Promoter Score (eNPS): This quantifies how likely employees would recommend their workplace to others – a telling sign of overall satisfaction and positive employee experience. A combination of several employee experience metrics paints a nuanced picture of overall employee experience in any organization. Are surveys the best way to measure employee experience? Surveys play an instrumental role in gauging overall employee experience levels—all thanks to their ability for large-scale data collection and sentiment analysis. They also provide insights into potential pain points and highlight areas for improvement according to actual employee sentiments. However, while valuable, relying solely on surveys can lead to limited insights. Conducting different types of interviews, like stay and exit interviews, helps complement the survey data with deeper insights. What is the Employee Experience Index? The Employee Experience Index is a metric that aims to give a comprehensive view of employees’ experience. Essentially, it helps you gauge the overall ‘health’ of organizational culture and environment. IBM’s Employee Experience Index assesses employee experience on five core dimensions: Belonging, Purpose, Achievement, Happiness, and Vigor. The Employee Experience Index from Forrester evaluates three elements of EX: Empower, Inspire, and Enable.
    Employee Satisfaction
    2023年11月18日