I've been in HR/L&D for a while and spent a lot of years quietly assuming that when training didn't stick, it was because the content was weak or the vendor was mediocre. Sharper facilitator, better platform, more interactive design. That was the mental model.

Then I actually read the transfer literature and it reframed the problem for me. Sharing in case it's useful, and genuinely curious whether it matches what you've seen.

The number that gets quoted most: Saks & Belcourt (Human Resource Management, 2006) surveyed training professionals at 150 organizations. Reported application of training was 62% immediately, 44% at six months, 34% at one year.

Fine, decay happens. But the second finding is the interesting one. Those same organizations reported doing the most to support transfer *during* training and the least *before* it. And when they ran the analysis, pre- and post-training activities together explained about 25% of the variance in transfer — more than the during-training activities.

The strongest individual correlates were things like organizational support after training (.32), trainee input into the decision to attend (.27), supervisor involvement before (.24), and using identical elements — practicing on the actual work, not case studies (.35).

Honest caveats: it's self-report from training professionals, it's correlational, and it's 20 years old. I'm not treating it as gospel.

But it lines up with the Blume et al. meta-analysis (Journal of Management, 2010), which found something I found genuinely useful for triage: work environment correlated with transfer at about .26 for open skills like leadership and communication, and about .04 for closed skills like software and procedures. Cognitive ability ran the opposite direction — around .41 for closed skills.

Which suggests the interventions shouldn't be the same. If it's a technical/procedural skill, design and selection carry most of the weight. If it's anything human, the environment someone returns to is basically the whole ballgame, and no amount of facilitation quality saves it.

What I changed:

Fifteen minutes before, manager and employee. Why this person, what real problem they're bringing in, what should look different in 30 days.

Fifteen minutes after, within two weeks. What did you try, what got in the way, what do I need to remove. Not "how was it."

We also stopped surveying at the end of the session. Measuring satisfaction at the emotional peak tells you almost nothing about behavior.

The uncomfortable part is that this is essentially free and I spent years asking for budget instead.  
 It traces back to McCall, Lombardo and Morrison's *The Lessons of Experience* (1988), which was retrospective interviews with 191 executives about where they felt they'd learned the most. The ratio doesn't appear in the book as a design prescription, and there isn't much empirical support for using it as one. It's a description of executive memory, not a budget formula. I'd used it in a deck. More than once.

So: does the before/after conversation work in your org, or does it die because managers won't protect the time? That's been my real constraint — not the idea, the calendar. Curious if anyone's found a way to make it stick without it becoming another compliance checkbox that gets clicked without a conversation happening.

The data on training transfer changed how I run L&D, and the fix turned out to be 30 minutes of a manager's time.