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The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

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Page 1: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 2: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

The Three Things in Life?

Page 3: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Expertise in Geography

What Is It?

Roger M. Downs

June 6, 2012

Page 4: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

An expert is a man

who has made all of

the mistakes, which

can be made, in a very

narrow field. Neils Bohr

Page 5: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 6: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 7: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 8: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 9: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 10: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 11: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--experts not ‘special’ people

The Nature of Expertise

Page 12: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--experts not ‘special’ people

--lengthy experience: deliberate practice

The Nature of Expertise

Page 13: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--experts not ‘special’ people

--lengthy experience: deliberate practice

--naïve-expert continuum

The Nature of Expertise

Page 14: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--experts not ‘special’ people

--lengthy experience: deliberate practice

--naïve-expert continuum

--knowledge differs in breadth & depth:

underlying patterns & principles

The Nature of Expertise

Page 15: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--experts not ‘special’ people

--lengthy experience: deliberate practice

--naïve-expert continuum

--knowledge differs in breadth & depth:

underlying patterns & principles

--problem solving strategies differ in

speed, flexibility, & accuracy

The Nature of Expertise

Page 16: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--experts not ‘special’ people

--lengthy experience: deliberate practice

--naïve-expert continuum

--knowledge differs in breadth & depth:

underlying patterns & principles

--problem solving strategies differ in

speed, flexibility, & accuracy

--domain specific

The Nature of Expertise

Page 17: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 18: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 19: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

William Bunge

Theoretical Geography (1962)

Page 20: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Antecedents in

Cognitive Science

1.F. C. Bartlett: memory & problem

solving

Page 21: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

F. C. Bartlett’s Sectional Maps (1932)

Page 22: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

You set out from the point marked S and

your aim is to get to a spot somewhere to

the N.W. Choose which road to start on,

and when you have got as far as you can

on this plan you will be given another

sectional map, and so on until you get to

the final map on which the place you

want to reach will be marked O. At any

stage you can, if you wish, go back to the

starting point or to some position short

of the starting-point.

Page 23: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Antecedents in

Cognitive Science

1.F. C. Bartlett: memory & problem

solving

2.Alan Lesgold: expertise & medical

imaging

Page 24: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Alan Lesgold

Page 25: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 26: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Antecedents in

Cognitive Science

1.F. C. Bartlett: memory & problem

solving

2.Alan Lesgold: expertise & medical

imaging

3.Alan Newell: problem solving

(Tower of Hanoi problem)

Page 27: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Alan Newell & the

Tower of Hanoi Problem

Page 28: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 29: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Antecedents in

Geography

1.Armin Lobeck: what maps don’t

tell us

Page 30: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 31: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Antecedents in

Geography

1.Armin Lobeck: what maps don’t

tell us

2.Walter Christaller: how I

discovered central place theory

Page 32: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 33: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Antecedents in

Geography

1.Armin Lobeck: what maps don’t

tell us

2.Walter Christaller: how I

discovered central place theory

3.Brian Harley: the silences of maps

Page 34: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 35: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 36: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 37: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Jeremy Anderson

Page 38: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Railway

Line

Page 39: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 40: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 41: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Road

Page 42: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Road

Page 43: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--if unique & therefore not repeated,

then road continues in straight line

Kink in the Road

Page 44: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 45: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--if unique & therefore not repeated,

then road continues in straight line

--if recurring & therefore repeated

property of space, then road will not

continue in straight line

Kink in the Road

Page 46: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 47: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 48: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 49: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

River

Page 50: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 51: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 52: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 53: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 54: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 55: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

tt

t

Bunge’s Actual and Predicted Map

Page 56: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Villages

Page 57: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Villages

Page 58: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 59: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Town

Page 60: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 61: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 62: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 63: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Types of Inferences &

Levels of Expertise

1. rail line: relatively simple

Page 64: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

1

Page 65: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Types of Inferences &

Levels of Expertise

1. rail line: relatively simple

2. kink in road: more challenging because of multiple possibilities

Page 66: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

2

2

2

Page 67: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Types of Inferences &

Levels of Expertise

1. rail line: relatively simple

2. kink in road: more challenging because of multiple possibilities

3. stream system: stream order & topography; knowledge of theory of fluvial processes

Page 68: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

3

Page 69: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Types of Inferences &

Levels of Expertise

1. rail line: relatively simple

2. kink in road: more challenging because multiple possibilities

3.stream system: stream order & topography; knowledge of theory of fluvial processes

4. villages: lattices; knowledge of central place theory

Page 70: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

4

Page 71: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--Decompose into functional elements

Geographic Completion Strategies

Page 72: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--Decompose into functional elements

--Look for patterns in elements

Geographic Completion Strategies

Page 73: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--Decompose into functional elements

--Look for patterns in elements

--Look for exceptions & deviations

Geographic Completion Strategies

Page 74: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--Decompose into functional elements

--Look for patterns in elements

--Look for exceptions & deviations

--Extrapolate & interpolate pattern

elements

Geographic Completion Strategies

Page 75: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--Decompose into functional elements

--Look for patterns in elements

--Look for exceptions & deviations

--Extrapolate & interpolate pattern

elements

--Look for connections among patterns

Geographic Completion Strategies

Page 76: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--Decompose into functional elements

--Look for patterns in elements

--Look for exceptions & deviations

--Extrapolate & interpolate pattern

elements

--Look for connections among patterns

--Modify patterns: expectations, what

makes sense, aesthetics

Geographic Completion Strategies

Page 77: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 78: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Because of its unique properties—

particularly its rating scale and method

of recording games—chess offers

cognitive psychologists an ideal task

environment in which to study skilled

performance. It has been called a

Drosophila, or fruit fly, for cognitive

psychology…

Neil Charness 1991

Page 79: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Geodrosophila

Page 80: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--ecologically valid: rich, challenging,

interesting

Characteristics of Tasks

Page 81: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--ecologically valid: rich, challenging,

interesting

--meaningful to & accessible by

people with varying levels of

expertise

Characteristics of Tasks

Page 82: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--ecologically valid: rich, challenging,

interesting

--meaningful to & accessible by

people with varying levels of

expertise

--amenable to use of thinking aloud

protocols

Characteristics of Tasks

Page 83: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--cartography: identifying types of

map projections

Candidates for Tasks

Page 84: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--cartography: identifying types of

map projections

--physical & human geography:

reading landscapes

Candidates for Tasks

Page 85: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--cartography: identifying types of

map projections

--physical & human geography:

reading landscapes

--geomorphology: linking maps &

cross sections

Candidates for Tasks

Page 86: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

--cartography: identifying types of

map projections

--physical & human geography:

reading landscapes

--geomorphology: linking maps &

cross sections

-- GIS: “Where is Waldo?”

Candidates for Tasks

Page 87: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

The Bottom Line

In order to understand the

nature, development , & fostering

of geographic expertise, we need

a set of geographic Drosophila.

Page 88: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

Expertise as the

Missing Piece

Page 89: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 90: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 91: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 92: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’

An expert is someone

who knows some of

the worst mistakes

that can be made in

his subject and who

manages to avoid

them. Werner Heisenberg

Page 93: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’
Page 94: The Three Things in Life? · June 6, 2012 . An expert is a man who has made all of the mistakes, which can be made, in a very narrow field. Neils Bohr --experts not ‘special’