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
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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5 Common Challenges with Internal Talent Mobility
One of our specialties at Lighthouse Research is diving into internal talent mobility. We’re talking with vendors that sell the technology. We’re working with companies that are adopting these practices. And in a recent webinar with WorldAtWork, we explored multiple case studies of employers that have innovative or unique approaches to talent mobility. But we…
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How to Get the Employee Experience on the CEO’s Agenda [eBook]
Short version: we’re releasing a new eBook and a companion webinar focusing on the employee experience and how to get executive attention and investment in building your own firm’s employee experience. Read on for details about the contents of both of these resources! It’s hard to turn around today without hearing about the employee experience.…
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Thinking of Changing Performance Reviews? Focus on These Core Components
Performance reviews are dead, or so we have been told. The data shows a shrinking support for the traditional method: only 15% of companies have not adjusted their annual performance management process and do not plan to. But the data from our Performance Management, Culture, and Business Results study shed a different light on the…
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Hackathons Solve for HCM Issues: Learning, Recruiting, Retention [Case Study]
“This message will appeal to people in our recruiting process who gravitate towards a culture of hackathons and innovation. It will also turn away others that don’t fit.” Gary Bolton, Vice President of Marketing at ADTRAN I recently had the pleasure of connecting with a handful of key staff members at ADTRAN in Huntsville, Alabama,…
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3 Differences Between Great and Mediocre Recruiting Video
In the third and final installment in this series, we explore the difference between great and mediocre recruiting video content. The subject of the video, the placement, and the authenticity all play a role in making it more consumable for candidates (thus improving your ROI). Note that this is based in part on some recent…
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Virtual HR Training Event: HR Metrics and Change Management
In the last few weeks I’ve had the pleasure of visiting Toronto and the Caribbean to speak about metrics, evidence, and leading change. It’s been wonderful to speak to hundreds of HR pros between the two events, but I also realize that many of you are looking for quality content and conversations to improve your…
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What Is Your Workforce Thinking? Leveraging AI for Employee Sentiment Analysis
Below is a short excerpt from the book I’m working on that will highlight the impact of AI on the HR profession. My goal is to focus heavily on use cases that matter to today’s HR and business executives, and one of those that’s particularly intriguing is sentiment analysis. Language is the fundamental currency for…
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HR Tech Vendor Demo Makeovers: A Conversation with George LaRocque
If you didn’t already know it, one of the information channels we provide at Lighthouse is a podcast called We’re Only Human. The focus of the discussions is often about how technology is changing the workplace, but we also speak with practitioners and other influencers to understand what’s working and how work is changing. Today’s…
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3 Tips on How to Improve Talent Acquisition Video Performance [Video]
In part two of this three part series, we are exploring how to improve the performance of video in the recruiting process. If our true goal is to improve the return on investment with regard to our hiring videos, then we need to focus on doing the right things. This includes everything from video length and…
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3 Innovative Non-LMS Learning Technologies to Know
Lots of technology exists today to support the HCM function, and one of the areas that is fairly mature is the learning management system, or LMS market. These tools have been around for years and are usually leveraged to deliver eLearning and track completions/compliance. But that’s not the only tool in today’s learning technology stack.…
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Recruiting Research: 3 Key Points in 3 Minutes [Video]
Recently we at Lighthouse have published two separate pieces focusing on some groundbreaking video recruiting research we performed. Those items can be accessed below, but we also wanted to take it a step further and explore the concepts from the research in video format. The interview below is just three minutes long and is the…
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The Impact of Algorithm Bias on Human Resources Practices
Diversity has always been a hot topic in the HR profession, but it has exploded into national news with all of the announcements and discoveries of improper behavior in the past year (and new stories seemingly cropping up every week). Diversity is an important aspect of running a business as it is directly related to a…
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Creating an Employee Experience Based on Solid Communication Principles
Imagine for a moment that you’re a business leader at a midsize firm. Your company is facing stiff competition. The corporate leadership has seen drastic changes. Customers are ambivalent about the products the company sells. And the employees, well, they are struggling to keep pace with the changes and may not even know what the…
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The Practical, No-Kidding View of Artificial Intelligence for HR
[Update 2019: The book is now live and is receiving rave reviews! Check it out here.] I’m in the middle of writing a book. Yes, a BOOK! I’m writing a ton, but I’m also looking for a little help. See, I need some examples from vendors and employers to help me fill in a few…
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