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.

Insightful Highlights

Zapier's Head of Onboarding: "We automated hundreds of hours of manual tasks"

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

By Ben Eubanks

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…

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Trusaic 2023 HR Tech Awards Case Study

By Ben Eubanks

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…

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SmartRank 2023 HR Tech Awards Case Study

By Ben Eubanks

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…

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SkyHive 2023 HR Tech Awards Case Study

By Ben Eubanks

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…

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Schoox 2023 HR Tech Awards Case Study

By Ben Eubanks

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…

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HiBob 2023 HR Tech Awards Case Study

By Ben Eubanks

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…

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Jobvite 2023 HR Tech Awards Case Study

By Ben Eubanks

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…

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Cornerstone 2023 HR Tech Awards Case Study

By Ben Eubanks

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…

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Harri 2023 HR Tech Awards Case Study

By Ben Eubanks

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…

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15Five 2023 HR Tech Awards Case Study

By Ben Eubanks

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,…

New Findings on Worker Preferences, HR Jobs, and More #HRTechTalks

Frictionless Recruiting with MapRecruit on #HRTechTalks

Getting Comfortable with Data: featuring Salary.com on #HRTechTalks

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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

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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

By Ben Eubanks

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…

hr tech awards

Trusaic 2023 HR Tech Awards Case Study

By Ben Eubanks

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…

hr tech awards

SmartRank 2023 HR Tech Awards Case Study

By Ben Eubanks

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

By Ben Eubanks

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

By Ben Eubanks

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]

By Ben Eubanks

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…

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SkyHive 2023 HR Tech Awards Case Study

By Ben Eubanks

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…

hr tech awards

Schoox 2023 HR Tech Awards Case Study

By Ben Eubanks

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…

hr tech awards

Jobvite 2023 HR Tech Awards Case Study

By Ben Eubanks

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…

hr tech awards

HiBob 2023 HR Tech Awards Case Study

By Ben Eubanks

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

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Sense 2022 Awards Case Study

By Ben Eubanks

About the Company  Sense is a leading AI-powered talent engagement and communication platform that helps recruiting and talent teams to personalize their interactions with talent at every stage of the recruiting process. More than 600 organizations including Sears, Dell, Kindred Healthcare and Kelly Services rely on Sense to help accelerate hiring, strengthen their employment brand…

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Schoox 2022 Awards Case Study

By Ben Eubanks

About the Company  Schoox transforms learning into business growth. Our learning platform and course marketplace help companies accelerate business results by unlocking employee potential, boosting customer retention, and driving reseller revenue through learning. We combine six core solutions into an all-in-one cloud based platform, including Learning Engagement, Content Curation, Social Collaboration, Goals & Performance Management,…

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Predicting Pay and Skills From Job Market Intelligence Data on #HRTechTalks

By Ben Eubanks

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,…

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isolved 2022 Awards Case Study

By Ben Eubanks

About the Company isolved is a people-first human capital management company whose sole vision is to enable customers to exceed their goals through transformational employee experience. We do this by providing software and services across talent management, HR & payroll, workforce management and engagement management with focus on nurturing wellness and wellbeing across financial, physical,…

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PandoLogic 2022 Awards Case Study

By Ben Eubanks

About the Company PandoLogic, a wholly-owned subsidiary of Veritone, Inc. (NASDAQ: VERI), a leader in enterprise artificial intelligence, is the leading recruitment marketing and conversational AI platform in North America. Serving the world’s most recognizable brands, PandoLogic utilizes advanced AI technology to transform the future of recruiting. PandoLogic’s flagship product, pandoIQ, is an AI-enabled talent…

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Employers Turning to Technology to Solve Hiring Woes [New Report]

By Ben Eubanks

In the last 24 months, hiring has gone from a “let’s wait and see” to a highly competitive experience that is leaving employers scratching their heads at what to do next. Today, we’re releasing a new research report based on how more than 1,000 employers are facing these challenges. In recent weeks we’ve shared infographics…

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HR Tech Awards 2022: Winners Announced

By Ben Eubanks

In our daily work with talent leaders and solution providers, we run into some incredible technology. Some of the tools available to organizations right now help them hire, develop, and retain their people, and the platforms and systems are amazing in their ability to support intelligent decisions, personalized actions, and more. According to some sources,…

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3 Reasons Candidates Ghost Employers, Plus 4 Things They Desire [Infographic]

By Ben Eubanks

When you are selling a house in a buyer’s market, you do all kinds of things to try to create the right atmosphere, conditions, and appeal so that you can stand out from the other sellers. Employers today need to have that same mindset when it comes to recruiting and hiring. In the modern marketplace,…

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More Tech, More Headcount, More Budget: Early Findings from our New Talent Acquisition Research

By Ben Eubanks

Hiring isn’t just about talent, jobs, and skills. It’s about finding the right person to solve a business need. And when enough of those jobs are difficult to fill or not filled at all, this conversation begins to rise to the highest levels of leadership. In our brand new hiring study, we found that eight…

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9 out of 10 Workers Would Stay at Your Company if They Had this Benefit [Report]

By Ben Eubanks

For a long time, employers have offered paid time off (PTO) as a way to provide flexibility to the workforce to meet their personal needs. However, new data shows that PTO isn’t as good at meeting those needs as we thought. Why? There are a number of reasons that are outlined in the new report.…

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Cornerstone to Acquire EdCast, Reshaping the LXP and Learning Tech Markets

By Ben Eubanks

As reported by Yahoo Finance, Cornerstone plans to acquire learning experience platform (LXP) EdCast. In our analysis of the learning technology market, we’ve spent some significant time reviewing the various LXP providers. Cornerstone has been fighting its way into that market in recent history, and this move is going to easily move them right into…

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Do People Really Want to Quit Their Jobs? What the Research Indicates

By Ben Eubanks

“What do you mean he’s leaving?” I was in a bit of a panic. We were on the verge of delivering a large project to the customer, and I’d just gotten word that one of our senior software engineers was quitting. He was arguably the sharpest person on the entire team, and I didn’t see…

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Conversational Recruiting: Finding Value in Conversions, Consistency, and Cost Reduction

By Ben Eubanks

Chatbots, also known as conversational recruiting tools, have become an essential component for the hiring technology stack at many organization. Used for everything from capturing information and light prescreening of candidates to scheduling interviews and more, these tools have a variety of applications across the hiring process. But new research shows that usage and value…

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Tech Brief: Compensation Tool

By Ben Eubanks

Squirrel is a real-time wage and salary data solution offered by Compensation Tool, an industry-leading benchmarking and salary survey management tool.  Squirrel offers a searchable database of more than 3.5M jobs with real-time salary data in the US, expanding internationally later in 2022.  Unlike traditional salary surveys based on incumbent data, Squirrel is composed of…

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Can You Really Save 200,000 Minutes of Onboarding Time? [Webinar]

By Ben Eubanks

What’s your take on onboarding? Back in the day, I really enjoyed the opportunity to help new hires set up benefits, meet our team, and get their gear. This really paved the way for a successful employment experience. At the same time, I was always limited in the “fun” parts by the constant checklists, forms,…

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