Dreyfus Model of Skill Acquisition

Pragmatic Thinking and Learning by Andy Hunt

The Dreyfus Model of Skill Acquisition is a valuable concept in teaching. The idea that people look at problems and new ideas differently depending on their skill level turns on its head the age old approaches to teaching prevalent in “modern” education systems.

Here are the five stages in this model in increasing skill:

1. Novice
  • “rigid adherence to taught rules or plans”
  • no exercise of “discretionary judgment”
2. Advanced beginner
  • limited “situational perception”
  • all aspects of work treated separately with equal importance
3. Competent
  • “coping with crowdedness” (multiple activities, accumulation of information)
  • some perception of actions in relation to goals
  • deliberate planning
  • formulates routines
4. Proficient
  • holistic view of situation
  • prioritizes importance of aspects
  • “perceives deviations from the normal pattern”
  • employs maxims for guidance, with meanings that adapt to the situation at hand
5. Expert
  • transcends reliance on rules, guidelines, and maxims
  • “intuitive grasp of situations based on deep, tacit understanding”
  • has “vision of what is possible”
  • uses “analytical approaches” in new situations or in case of problems

One important thing to note about this model is that it’s not only useful for teaching — it’s actually applicable to almost all phases in the “life cycle” of an employee. The model can affect recruitment, training/initial deployment, up to promotion to senior positions. I will be referencing the model in this context after I discuss the various aspects of Drucker’s “knowledge worker”.

Best Practices

While I was fixing my Google Reader feed for BusinessWorld‘s IT Matters site (they changed from http://www.itmatters.com.ph/RSS/itmatters.rss to http://www.bworldonline.com/RSS/itmatters.rss), one article caught my eye:

IT needs best practices, too!

My first reaction was, “No sh*t, Sherlock!” After reading the article and finding out that it’s not talking about software engineering practices (which I am sure isn’t being practiced by many local software houses) but the low adoption rates of best practices in Auditing and Risk Management in IT departments, my reaction was still “No sh*t, Sherlock!”. I mean, if you’re dealing with foreign clients and yet you’re not familiar with those processes then you have a big problem on your hands. Either that or you know a good place with steak and strippers.

Since we’re at the topic of Best Practices, I might as well cover it in this post.

Continue reading “Best Practices”

Few Quotes from Drucker

As mentioned in my Lifestream, I’ve started reading The Essential Drucker a few days ago.

The Essential Drucker is not an easy book to read especially in this age where management books are supposed to be simple enough to be read by managers in a single afternoon. It’s a dry read — humor and inspirational stories are usually just one or two sentences long. It is however filled with practical information regarding management. Every paragraph has a little gem of knowledge that you might feel that you could apply in your business.

In short, it’s more Art of War than In Search of Excellence.

I’m feeling lazy after hours of unlearning a good portion of my HTML/CSS knowledge so I’ll just leave you with a few choice quotes

Continue reading “Few Quotes from Drucker”

Short Rant on CS Curriculum

Spent the day tweaking my SweetCron based frontpage lifestream (nakikiuso as usual :P ). The theme’s currently a mix between Tarot and CCG frame templates. If all goes well, I should be able to tweak that to use more xxxHolic and Persona motifs.

It’s already 10 PM so I’ll keep this short.

If you’re a Computer Science student, you should at least learn the following before graduating regardless if it’s in your college’s curriculum or not:

  • HTML
  • CSS
  • JavaScript
  • basic photo-editing/image manipulation

Trust me on this.