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What College Basketball Teaches Us About Merit Allocation

Comparison table showing what K-Ville gets right about merit allocation process that most companies don't

Every January, several hundred Duke University students pitch tents outside Cameron Indoor Stadium and begin a weeks-long vigil for basketball tickets. They study for a trivia exam. Midnight air-horn checks by student enforcers punctuate their sleep. All of it is governed by a 50-page constitution covering everything from tent dimensions to what qualifies as a […]

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Why HR Professionals Struggle to Build Real Networks: And What to Do About It

Two colleagues sitting across from each other at an office table, one looking down at a phone while the other waits for eye contact, illustrating workplace disconnection and the companionship gap in HR professional networking.

Our founder, Laura Morgan, told me a story a while ago.  She once walked into a leadership meeting and did something most HR professionals would consider completely natural. She had seen a leader’s birthday on his record while working in the system, and when she saw him that morning, she wished him a happy birthday. […]

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Communicating Compensation Data Without Losing Your Audience

Compensation analyst presenting clear pay data summary to HR leaders instead of a complex regression spreadsheet

You built the model and ran the regression. You cross-referenced three salary surveys, validated the compa-ratio distribution, and color-coded the outliers. But when it comes to communicating compensation data effectively, you watched the room glaze over somewhere around slide four. Here is a hard truth for every compensation professional: your audience does not want to […]

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Pay Transparency Is Exposing Internal Pay Problems Faster Than Ever

Pay Transparency Exposure Risk Quadrant showing four quadrants by pay structure currency and documentation quality

Picture this: your organization just posted salary ranges on every open requisition because your legal team said you had to. Within 48 hours, a high-performing engineer in your Chicago office discovers that the posted range for her job title starts $18,000 above her current salary. She is not angry yet. But she will be. Pay […]

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Labor Market Intelligence: What HR Leaders Must Track in 2026

Dashboard showing 2026 labor market intelligence signals: green attraction, yellow retention, red motivation risk.

Your workforce is staying put. On the surface, 2026 looks like a gift — unemployment sits at 4.3%, voluntary quit rates have hit post-pandemic lows, and the frantic wage competition of 2022 has cooled. So why are so many HR leaders walking into compensation conversations feeling like they have nothing to show? The answer is […]

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Job Evaluation AI Agents: Why Hay and Mercer Need an Overhaul

AI-driven job evaluation framework showing how evaluation factor weights shift from pre-AI to post-AI, with knowledge depth dropping from high to low and communication, influence, and agent orchestration rising to high

Estimated Reading Time: 12 minutes Your marketing director manages a team of twelve people. Every traditional job rating system on the market says that leadership span drives big job value. Now picture a different marketing director across town who manages zero people but runs fifteen AI agents. Those agents handle prospecting, content creation, market analysis, […]

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AI-Driven Layoffs: Rethinking Job Design and Workforce Philosophy Before the Next RIF

Infographic showing AI workforce restructuring: corporate proxy statements promoting AI efficiency contrasted with layoff notices, highlighting 30 companies citing AI efficiency and 11 announcing workforce reductions totaling over 62,000 jobs.

The Brutal Math Behind Corporate AI Optimism Amazon cut 16,000 corporate roles, citing AI investments and efficiency. Salesforce eliminated 4,000 customer service positions because “I need less heads with AI,” according to their CEO. Nestle announced 16,000 job cuts to automate processes. These aren’t outliers—they represent a coordinated shift across industries where AI workforce restructuring […]

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The Shakespeare Compensation Paradox: When ‘They Love It Here’ Becomes Your Retention Liability

A 2x2 matrix showing four employee retention states based on culture strength (strong to weak, vertical) and compensation competitiveness (competitive to below-market, horizontal). Quadrants are labeled Retention Fortress, Ticking Time Bomb, Transactional Retention, and Immediate Crisis, each with a brief description.

“Our employees like the mission—we can’t afford to pay more. They appreciate what we do here.” If you’ve said this to yourself, your board, or your finance team, you’re implementing a retention strategy with a predictable expiration date. Understanding that timeline helps you decide whether to course-correct before or after losing your strongest performers. Shakespeare […]

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Performance-Based Pay Models: Aligning Rewards with Business Goals to Boost Employee Engagement

Performance-based pay models framework showing alignment between business objectives and employee incentive structures

Organizations often introduce performance-based pay models as a way to motivate employees and reinforce accountability. Employees, however, experience it far more personally—through performance reviews, merit increases, bonus payouts, and compensation conversations that shape how they interpret fairness, opportunity, and trust. When HR leaders align performance-based pay with business goals and implement it with discipline, these […]

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Merit Cycle Errors: HR Horror Stories When Spreadsheets Become Crises

merit-cycle-error-escalation-framework

When Spreadsheet Errors Become Career-Defining Moments You’re staring at your screen at 11 PM, three days before board approval, when you notice it: a single grade classification error that just cost your top performer $18,000 in equity. Your stomach drops. Tomorrow morning, you’ll stand in front of the C-suite and explain how merit cycle errors […]

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