Monday morning. Spreadsheet open, cursor blinking over rows of anonymized data from 297 employees. Employee engagement stares back, a measly 3.52 out of 5.
That’s the gap. Brutal.
Social support? A comfy 4.08. Organizational citizenship — folks pitching in — hits 4.09. They’re stable, they’re helpful, they’re not jumping ship yet. But engaged in their jobs? Nah. Not even close.
Ricardo Pad, the analyst behind this GitHub gem (github.com/RicardoPad/People-Analytics), crunched four time points with mediation models. Support doesn’t juice commitment directly. Nope. It funnels through engagement first. Low engagement? Your retention hacks — pizza Fridays, wellness apps — fizzle out.
Why Does Support Fail to Spark Real Work?
Here’s the kicker. HR loves support metrics. Ping-pong tables. Mandatory fun. But Pad’s factor analysis (Cronbach’s alphas humming at 0.80-0.87) shows the pathway’s clogged.
Employees feel the love — or at least don’t hate it. They go the extra mile for colleagues. Emotional stability’s solid. Yet, when it comes to diving into code, docs, or deadlines? Crickets.
Think about it. Dev teams I’ve covered — burning out on Jira tickets despite Slack kudos. It’s like fueling a Ferrari with decaf.
Pad spells it out:
So employees feel supported, they want to contribute, they’re emotionally stable. But they’re not engaged in their actual work.
Spot on. And his Jupyter notebook lays it bare: full code, methodology, anonymized dataset. No smoke. Just numbers.
But wait — my hot take, absent from the repo? This echoes the 2010s remote work hype crash. Remember when Yahoo killed telecommuting? Marissa Mayer thought proximity bred magic. Turns out, forced facetime masked the engagement void, just like today’s hybrid cheerleading. Bold prediction: ignore this, and we’ll see Engagement Resignation 2.0 by 2026, with tech layoffs spiking 30% as quiet quitters bail.
Shocking. Right?
Is Employee Engagement the Bottleneck in Tech Teams?
Damn straight it is. Especially in dev orgs, where burnout’s the norm.
I’ve grilled enough engineers at conferences — “support’s fine, but the work? Soul-crushing busywork.” Pad’s data quantifies it. Engagement mediates everything: commitment, turnover, output.
Corporate spin? HR dashboards glow green on support scores. Execs pat backs. Meanwhile, velocity tanks. Pad calls BS implicitly — fix engagement, or watch the GitHub commits dry up.
Look, I’ve seen startups tout “amazing culture” while VCs flee. This analysis? Wake-up call. Prioritize meaningful tasks over morale Band-Aids. Autonomy in sprints. Clear impact metrics. Or bleed talent.
And here’s the dry laugh: organizations spend millions on surveys, then ignore the red flags. Pad’s repo? Free therapy for your people ops.
Wander a bit — factor analysis isn’t sexy, but it’s gold. Reliability tested. Mediation modeled. Business recs included. Download it. Run it on your data. Bet you find the same hole.
What Happens If You Ignore the Engagement Gap?
Retention craters. Simple.
Support props up short-term vibes — but without engagement, it’s a house of cards. Projects stall. Innovation? Forget it. That 0.57-point gap? Multiplies across teams into millions lost.
In dev land, it’s worse. Low engagement means buggy deploys, half-assed PRs, midnight fixes. I’ve reported on breaches from distracted coders. Coincidence?
Pad’s pathway: support → engagement → commitment. Block the middle? Game over.
Critique time — why’s HR blind? Metrics obsession. Easy wins over hard truths. Time to pivot: task audits, flow audits (shoutout to Mihaly Csikszentmihalyi’s old flow state work). Make work sing, not just tolerable.
Oof.
One fix won’t cut it. But starting? Grab Pad’s notebook. Adapt. Measure your own 297.
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Frequently Asked Questions
What causes low employee engagement despite high support?
Busywork, unclear impact, micromanagement — support feels good but doesn’t ignite passion for the core tasks.
How do you measure employee engagement accurately?
Use validated scales like Pad’s (Cronbach’s 0.80+), track over time, run mediation analysis on support-to-retention paths.
Will fixing engagement solve retention problems?
It’s the key mediator, per this data — but pair it with real autonomy and purpose alignment.
