Research Library
Using the Research Library
The research below is drawn from more than five years of industry studies, practitioner interviews, and deep analysis of the most important topics facing talent leaders today.
Feel free to use the categories below to find what you are looking for, or you can search for content that matters most to you.
Research Reports and Graphics
6+ Generative AI Applications in Talent Acquisition Today [Infographic]
Generative AI. It’s the topic in what seems like every conference agenda, presentation, and headline today. But so much of it is focused on things like ChatGPT and Google’s Gemini (formerly Google Bard). However, there are a few “flavors” of generative AI being used by talent acquisition and HR teams today: Off-the-shelf public systems like…
4 Research-Backed Actions to Engage and Convert More Candidates
The data points are clear: candidate expectations today have evolved, and if you’re not staying on top of those changes, you may be missing out on the very best talent in the market. Based on our proprietary research from more than 2,500 candidates in the last two years, here are four practical things you can…
RPO Buyer Study: Key Findings and Preferences [New Research]
Each year we partner with the RPO Association to produce a research study to examine and understand how the recruitment process outsourcing market is changing, what buyers expect, and the realities of the current landscape. Our latest report was recently released featuring findings from more than 500 RPO buyers, and it’s currently available at no…
Recruiting Automation: Employer and Candidate Preferences [Infographic]
The world of recruitment is undergoing a seismic shift, thanks in no small part to advancements in artificial intelligence and automation. Recent data from our Lighthouse Research & Advisory Talent Acquisition Trends study underscores this transformation, revealing some thought-provoking trends. First, employers are now 41% more likely to report increased efficiencies in talent acquisition due…
Speed Counts in Hiring: How to Shorten Cycle Times and Increase Candidate Satisfaction [Infographic]
Today, creating a positive candidate experience is not just a nice-to-have; it’s a must-do. Recent data points from Lighthouse Research & Advisory studies offer a compelling insight into why this is more important now than ever: Two out of the top three reasons candidates ghost employers are directly tied to speed and hiring workflows. A…
2023 Recap: A Turbulent Year with Significant M&A Changes in the HR Technology Market
Our annual reporting on M&A in the HR technology space is one of our most popular pieces of content year after year (see our 2022 version here). We look at some of the many announcements that happen over the course of the year, flag some key ones, and identify any big trends that seem to…
The Evolution of Pay Equity and Transparency in the Modern Workplace [Infographic]
Increasingly, our research is showing that pay equity and pay transparency are critically linked. In other words, employers that score highly in one will typically score highly in the other, and vice versa. That’s because as the market has shifted in recent years, we’ve seen a clear connection between transparency and openness on compensation and…
First Look at 2023 Talent Acquisition Research: Pay Transparency, Ghosting, and More
Updated December 2023 with new candidate data from Q3. Of all the aspects of human capital management, talent acquisition has seen a tremendous upheaval in the last three years. From a full stop in 2020 to full speed in 2021 and 2022, we’re now seeing some mixed signals about what the future holds. The essential…
Fast, Fair, and Functional: A New Look at Structured Interviews [New Research]
For talent acquisition leaders, it sometimes feels as if there is a set of opposing forces fighting for control over hiring processes: We need a strong, supportive candidate experience We need to provide fair consideration and minimize bias We need to pick the candidate who can best perform the job… All that seems like a…
The Next Generation of Talent Rises and Falls on Potential [New Report]
Can I be transparent for a moment? Earlier this year, the team at Plum reached out to us about writing a piece for a different audience than we typically reach. Instead of targeting enterprise talent leaders, HR professionals, and business leaders, we were reaching out to students, recent graduates, and job seekers. We are helping…
Case Studies
Case Study Report: The Value of Company Culture in the Age of AI
In a world where technology reigns supreme, we must not forget the heart of our organizations—the culture. The beating heart of company culture guides our values, beliefs, and actions towards a higher purpose. Fulfillment, communication, trust, and diversity form the cornerstones of a transformative culture that fuels growth and fulfillment in the workplace. By championing…
Trusaic 2023 HR Tech Awards Case Study
About the Company Trusaic is a workplace equity technology company committed to advancing social good by helping organizations achieve pay equity, foster a more diverse and inclusive workforce, assist economically disadvantaged individuals with finding work, and ensure employee access to affordable healthcare. Trusaic’s mission is to create a better working world through data-driven, people-centered technology…
SmartRank 2023 HR Tech Awards Case Study
About the Company SmartRank is a Non-Traditional Productivity-ATS that completely automates the job applicant screening process, stack-ranks and filters those applicants, and gives hiring managers exactly what they’re looking for without using/needing a résumé. This saves time, increases hiring quality, and reduces both hiring manager frustration and recruiter workload. SmartRank was originally founded in April…
SkyHive 2023 HR Tech Awards Case Study
About the Company SkyHive is a Certified B Corporation and software provider of global workforce intelligence technology, optimizing labor market efficiencies in real-time for companies, communities, and national economies. Like the DNA of the human genome was coded, SkyHive has coded human capability. By doing so, governments, large enterprises, and educational institutions can reskill the…
Schoox 2023 HR Tech Awards Case Study
About the Company Schoox is workplace learning software with a people-first twist. For organizations with frontline, remote, and corporate learners who need an engaged and skilled workforce ready to take on the new challenges of their evolving business, Schoox is an award-winning learning management and talent development company. This SaaS solution delivers social-, mobile-, and…
HiBob 2023 HR Tech Awards Case Study
About the Company HiBob is on a mission to enable companies to thrive through change using people-first strategies. The HCM platform, Bob, simplifies the complexities of today’s global, hybrid, and remote world of work, driving greater impact for HR, managers, and employees. The ideal customer is a modern, multinational, mid-enterprise company with 250-3,000 employees with…
Jobvite 2023 HR Tech Awards Case Study
About the Company Jobvite, an Employ Inc. brand, is a purpose-built proven talent acquisition (TA) solution built to innovate, scale, and solve the hiring complexities within sophisticated organizations across the entire TA lifecycle. Jobvite’s Evolve Talent Acquisition Suite is a comprehensive TA solution, empowering teams to address challenges across the entire talent acquisition lifecycle. The…
Cornerstone 2023 HR Tech Awards Case Study
About the Company Cornerstone powers the future-ready workforce with a next-generation talent experience platform designed to unite technology, data and content and inspire a work environment of growth, agility and success for all. With an AI-powered, skills-forward, experiential platform, built on an open architecture designed for neutrality and scale, Cornerstone helps organizations modernize their learning…
Harri 2023 HR Tech Awards Case Study
About the Company Harri is the revolutionary global leader in Frontline Employee Experience. The Harri platform is built for companies that have service at the heart of their business and believe that the customer experience will never exceed the employee experience. The Harri suite of talent attraction, workforce management, employee engagement and compliance technologies enable…
15Five 2023 HR Tech Awards Case Study
About the Company 15Five is the holistic performance management company. 15Five equips HR teams with a complete, single-platform solution to improve manager effectiveness, drive high performance and engagement, and increase retention. 15Five was founded in 2011, by serial entrepreneur, David Hassell, and born of his deep desire to help people reach their fullest potential at…
Videos, Interviews, and Podcasts
RPO Buyer Study: Key Findings and Preferences [New Research]
Each year we partner with the RPO Association to produce a research study to examine and understand how the recruitment process outsourcing market is changing, what buyers expect, and the realities of the current landscape. Our latest report was recently released featuring findings from more than 500 RPO buyers, and it’s currently available at no…
Lighthouse Listens: 6 Innovative Talent Acquisition Technologies
As part of our ongoing research efforts, our team meets with technology providers across the HR, talent, and learning space on a regular basis. Last month we held a special set of briefings as part of a talent acquisition deep dive we called Lighthouse Listens. In it, we met with six different providers touching on…
Predicting Pay and Skills From Job Market Intelligence Data on #HRTechTalks
In today’s world, things change and evolve so quickly. Take pay for instance. It’s changing faster than the surveys and other data sources can keep up. So what do we do? One area of emerging data comes from labor market intelligence tools. In this episode of #hrtechtalks, we chat with Cary Sparrow, CEO of Greenwich.HR,…
Personalization and Wellness: How AI Supports Wellbeing at Scale
“You need to have a competitive pay and benefits offering. When you go to do that, the employer ends up paying for a lot of things that go unused just because there’s too much to communicate. What’s just amazing about the time and space we’re in now is you can really use personalization to surface…
Compliance Challenges? You’re Not Alone: Featuring ThinkHR/MammothHR on HR Tech Talks
Since the start of this year, multiple new laws have passed that change responsibilities for employers, and that’s just a small sample of the overall changes in the workplace over the last few years. Even when you’re focusing on those evolving requirements, it can be overwhelming to decipher what applies to your company and how to adopt the new regulations.
In this discussion on HR Tech Talks, I am going to chat with Nathan Christensen, CEO of Mammoth/ThinkHR about why navigating compliance is a critical skill set for HR leaders and how his team supports this need for the business (without breaking the bank).
#HRTechTalks
Solving Pay Equity and Comp Challenges: Featuring Curo Compensation on HR Tech Talks
More and more companies across the globe are attempting to tackle the pay equity issue, but it’s not always easy if you don’t have the right tools to support the process. In some brand new research at Lighthouse Research & Advisory, we found that compensation technology is not only becoming more powerful, but it’s becoming a staple of the HR leader’s toolbox for navigating pay decisions across the board.
In this episode, I’m talking with Ruth Thomas of Curo Compensation about how this company has exploded into the scene of compensation management tools. We’ll also cover the firm’s priority focus on pay equity and how it is helping employers to create a fair and equitable playing field when it comes to pay.
#HRTechTalks
Embracing Flexibility in Your Talent System: PeopleFluent on HR Tech Talks
When HR technology first became a “thing,” tools were rigid and structured. Today, some tools are still that way, but others have taken the opposite approach: they allow employers to customize and tailor the settings and capabilities around their unique and specific needs.
In our 2020 research, we found that 97% of firms that say they are adaptable also say that their HR technology plays a key part in that flexibility.
In this episode of HR Tech Talks, I’m going to talk with Stephen Bruce of PeopleFluent about how his firm has adopted this approach and how it results in better customer relationships, stronger capabilities that fit each client’s needs, and deep expertise in talent. We’ll touch on talent mobility, talent analytics, and the need for a flexible system to meet the needs of an agile organization.
#hrtechtalks
Technology Reviews
2023 Recap: A Turbulent Year with Significant M&A Changes in the HR Technology Market
Our annual reporting on M&A in the HR technology space is one of our most popular pieces of content year after year (see our 2022 version here). We look at some of the many announcements that happen over the course of the year, flag some key ones, and identify any big trends that seem to…
Trusaic 2023 HR Tech Awards Case Study
About the Company Trusaic is a workplace equity technology company committed to advancing social good by helping organizations achieve pay equity, foster a more diverse and inclusive workforce, assist economically disadvantaged individuals with finding work, and ensure employee access to affordable healthcare. Trusaic’s mission is to create a better working world through data-driven, people-centered technology…
SmartRank 2023 HR Tech Awards Case Study
About the Company SmartRank is a Non-Traditional Productivity-ATS that completely automates the job applicant screening process, stack-ranks and filters those applicants, and gives hiring managers exactly what they’re looking for without using/needing a résumé. This saves time, increases hiring quality, and reduces both hiring manager frustration and recruiter workload. SmartRank was originally founded in April…
isolved HCM Connect Conference: Serious Growth, Aggressive Roadmap, and a Critical AI Strategy
This week I spent time in beautiful Palm Springs at the isolved Connect user conference. If you’re not familiar with the name, isolved HCM’s hot pink brand is spreading quickly across the nation as they pick up customers, build out the product, and celebrate their increased successes in recent years. See my notes from the…
Ceridian Rebrands to Dayforce, Launches Range of New Features and Strategic Efforts
Fall for analysts like us in the HR technology space equates to travel season, with industry conferences and technology user conferences happening on a weekly basis between August and November. This week is Ceridian’s Insights conference in Las Vegas. Ceridian has been known for its Dayforce product for many years (the company has a 30…
2023 Compensation Data and Technology Buyer’s Guide and Landscape Report [New Research]
Every other year our team takes a deep dive into the world of compensation. We look at all of the top technology providers. We gather data from a wide variety of employers to understand how they are using data and technology to support comp practices. And we ultimately write the industry’s most in-depth research report…
SkyHive 2023 HR Tech Awards Case Study
About the Company SkyHive is a Certified B Corporation and software provider of global workforce intelligence technology, optimizing labor market efficiencies in real-time for companies, communities, and national economies. Like the DNA of the human genome was coded, SkyHive has coded human capability. By doing so, governments, large enterprises, and educational institutions can reskill the…
Schoox 2023 HR Tech Awards Case Study
About the Company Schoox is workplace learning software with a people-first twist. For organizations with frontline, remote, and corporate learners who need an engaged and skilled workforce ready to take on the new challenges of their evolving business, Schoox is an award-winning learning management and talent development company. This SaaS solution delivers social-, mobile-, and…
Jobvite 2023 HR Tech Awards Case Study
About the Company Jobvite, an Employ Inc. brand, is a purpose-built proven talent acquisition (TA) solution built to innovate, scale, and solve the hiring complexities within sophisticated organizations across the entire TA lifecycle. Jobvite’s Evolve Talent Acquisition Suite is a comprehensive TA solution, empowering teams to address challenges across the entire talent acquisition lifecycle. The…
HiBob 2023 HR Tech Awards Case Study
About the Company HiBob is on a mission to enable companies to thrive through change using people-first strategies. The HCM platform, Bob, simplifies the complexities of today’s global, hybrid, and remote world of work, driving greater impact for HR, managers, and employees. The ideal customer is a modern, multinational, mid-enterprise company with 250-3,000 employees with…
See the Latest from Lighthouse Research & Advisory
Analytics for Diversity: How IKEA Uses Data to Improve D&I Outcomes
Recently I had the opportunity to speak at a SHRM Diversity Conference. I spoke on bias, HR technology, and how AI might be able to help us avoid some of our biased tendencies (if we can keep the bias out of the systems themselves). It was a great session because the audience was more than…
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Artificial Intelligence in Learning: The Resounding Message from #DoceboInspire
I’ve written quite a bit on AI and its impact on the employee experience, but one area that I have talked less about is the learning side of the equation. There have been so many advances in recruiting technology and other areas, but learning has lagged behind a bit. Until now, that is. At this…
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Saba Buys Lumesse: Fills Critical Gaps for Technology and Customer Acquisition
Things are moving quickly in the HCM technology industry. Last week I reported in from Saba Insight, the company’s annual user conference. This week news popped that Saba has entered talks to acquire Lumesse, a European talent management provider. Here’s the snippet from the news. In the News Saba, a portfolio company of Vector Capital,…
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Key Takeaways from Saba Insight 2018 (#sabainsight18)
2018 is the year that learning and performance are finally intersecting. I’m talking with a variety of vendors that are tackling this, and one of them that is poised to do it well is Saba. The company is on positive track more than a year after its latest acquisition, and the roadmap shared at the…
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Using Technology to Level Up Recruiting
My first love as an HR pro was recruiting. Within my first two or three weeks on the job my boss gave me my first recruiting assignment: find a UH-60 Blackhawk helicopter instructor pilot that wants to travel 90% of the time to locations across the United States. Needless to say it was an incredible…
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HR Tech 2018: Let’s Connect!
The HR Technology Conference is the biggest show in the HR tech space for a reason: powerful practitioner content and case studies, great vendor participation, and a phenomenal set of keynotes. This year I’m really excited about the event as it’s where my firm builds the best relationships with the solution providers in the marketplace.…
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3 Ways Compensation Policies Can Cause Employee Turnover
Did you realize that the way your company approaches compensation policy can actually create (or reduce) employee turnover? If keeping your people is a priority in today’s tight talent market, you need to look at whether your pay practices are competitive enough to keep workers from heading for greener pastures. What Causes Employees to Decide…
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4 Fundamental Qualities that Separate Humans and #AI
Note: one of the research efforts we have undertaken here at Lighthouse is the We’re Only Human podcast. This show is now two years old and features interviews with HR and talent executives, business leaders, vendors, and more to help you stay on top of the interesting trends and insights you need to perform at…
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3 Lessons on Creating a Culture of Employee Recognition
Employee recognition is a powerful tool to engage workers. Yet all too often recognition initiatives fail. One of the key reasons this happens is because employers tend to look at the process of creating a recognition program as a logical transaction — a “campaign” intended to keep turnover numbers down rather than a true holistic effort…
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The Best Business is Built on Relationships: A Visit with ExponentHR
We’ve been keeping busy here at Lighthouse, and this past week I was on the road for my last travel of the summer. I visited the SHRM conference in Chicago, which is the largest HR event on the planet with more than 20,000 attendees. While I was in town I didn’t go to any sessions.…
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20+ Onboarding Hacks to Improve the Employee Experience [Free Report]
One of the talent areas that most businesses can improve is onboarding. In some cases the experience is poor, but even for those doing a good job, it’s always fun to pick up new ideas and concepts that help to align new hires with your culture and approach. Despite some advanced practices happening in some…
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Wal-Mart: Our Fastest Growing Business Line is Delivering Experiences [Case Study]
What if you go out to deliver someone’s groceries to their car and there is a screaming toddler and a frazzled young mom at the wheel? What do you do then? How do you train for that? One of the world’s most recognized companies is Wal-Mart. A behemoth with more than 2 million employees, the…
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A Video Primer on the Impact of Artificial Intelligence on HR
When the Industrial Revolution waned and knowledge workers became more common, what kinds of skills set apart the great employees from the not-so-great ones? No longer was a strong back or grip strength the only determining factor of someone’s long-term career options, because work became more mental than physical for many workplaces. The same shift…
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4 Millennial Myths that Should Not Impact Your Talent Strategy
While there is a growing number of publications on generational differences, much is incorrect or misleading. Typically information falls into one of two categories: First, widely generalized statements that apply to anyone. Often these are a marketing exercise, like “Top 8 Tips for Managing Millennials in the Workplace.” Suggestions include tips like “explain the company…
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Nearly Half of 2017 HR Tech Funding Events went to AI-Focused Companies
This year I’ll be releasing my new book, Artificial Intelligence for HR, focusing on how AI can enable HR to be more human, not less. This post includes some of the research I’ve been working on to support the book writing and development process. Learn more at AIHRBook.com Last year my friend and colleague George…
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