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How students judge
the relevance and reliability of information
in the digital environment

Curtis Watson

ALIA National Library & Information
Technicians Symposium, 1 November 2013
Information behaviour

From: http://2.bp.blogspot.com/_nRfMpxrkFJU/S90JUgWQksI/AAAAAAAAAVk/Xwk3isGSMp8/s1600/brain%2520puzzle.gif
Information behaviour

information need

information
seeking

making
meaning

information
searching

information
retrieval
Information behaviour

information need

information
seeking

making
meaning

information
searching

information
retrieval
reliability
judgements

relevance
judgements

subjective,
user-based
judgements
Participants
Secondary school students undertaking information search tasks
•
•
•
•

37 students
Between 14 and 17 years of age
Years 9 to 11
From a school in south-eastern Australia

From: http://us.123rf.com/400wm/400/400/stockbroker/stockbroker0806/stockbroker080604128/3204223-secondary-school-students-ina-school-hallway.jpg
Data
•
•
•
•
•

Students’ journals
Structured and semi-structured interviews
Think-aloud reports and video screen captures
Video-stimulated recall interviews
Questionnaires

From:
http://www.bgsu.edu/departments/greal/llc/german

From:
http://www.freewareguy.co
m/wpcontent/uploads/2009/11/s

From:
http://languageartsgames.4you4fr
Relevance
criteria

From: http://bcdigital.com/media/portfolio_finals/bullseye.jpg
Relevance
criteria

Pre-access
criteria of
relevance

Post-access
criteria of
relevance
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

First result
‘the top one [is] easier to click’

‘with Google, the first one normally is
the one you’re looking for’
(Sophie)
‘it was the first one on the top of the list’
(Victoria)
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

First result
Snippets
Sometimes the words are […] like they just have
like a ‘Rome’ over here and a ‘dependence’ over
there and […] and I just, I don’t go to them, I go to
the ones where the words are like what I want and
they’re all close together kind of thing.
(Karen)
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

First result
Snippets
Titles
‘if the title, like the blue thing, matches what I’ve
typed in, then I just go to it’
(Karen)
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

First result
Snippets
Titles
URLs
‘Quite certain that a composer like
him would have his own page ‘
(Paul)
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

First result
Snippets
Titles
URLs

Subjective clues
to relevance
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

First result
Snippets
Titles
URLs

Subjective clues
to relevance

Comprehensibility
‘if it was very cluttered and a bit over my
head, then I sort of went away from that to a
more, to information that I could understand ‘
(Richard)
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

Subjective clues
to relevance

First result

Comprehensibility

Snippets

Completeness

Titles
URLs
‘it’s either going to mean I’ve got to buy
it or I’m not really going to be able to
view much of it’
(Sharon)
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

Subjective clues
to relevance

First result

Comprehensibility

Snippets

Completeness

Titles

Price

URLs
‘Ah, Amazon, I don’t want to have to, I can’t
buy a book’
(Chloe)
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

Subjective clues
to relevance

First result

Comprehensibility

Snippets

Completeness

Titles

Price

URLs

Utility of video sources
‘Generally I just tend to skip videos’
‘it’s just harder to analyse [videos] and, if I’m doing
an assignment, I just want what’s basic, given to me
in plain English’
(Stefano)
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

Subjective clues
to relevance

First result

Comprehensibility

Snippets

Completeness

Titles

Price

URLs

Utility of video sources
Fact or opinion
‘people’s opinions on analysis stuff
generally aren’t very good’
(Gerard)
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

Post-access
criteria of
relevance

Subjective clues
to relevance

First result

Comprehensibility

Snippets

Completeness

Titles

Price

URLs

Utility of video sources
Fact or opinion
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

Post-access
criteria of
relevance

Subjective clues
to relevance

First result

Comprehensibility

Snippets

Completeness

Titles

Price

URLs

Utility of video sources
Fact or opinion

Priming
‘usually I just go for the basics first, so I’ll get a
basic outline of what I’m trying to find out and
then I’ll just build on it after a few researching
sessions’
(Mary-Ann)
Chloe
‘I generally start with Wiki, just if, I don’t know, just to give me a general idea’ …
‘Wikipedia, good place to start’
David
‘Wikipedia gave me good background information about both the topics’

Edward
‘It’s [Wikipedia’s] just a starting reference point for me’
Emily
‘I always use it [Wikipedia] to get a summary of the things’
Jenny
‘Wikipedia […] I just go to for a general overview’
Lionel
‘I would tend to use a Wikipedia article, not as the only source but as something
you can refer to and you can get a grounding knowledge in’
Mark
‘I just get a base knowledge from Wikipedia […] it just starts me off, ’cause it
always has like the start of everything’
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

Post-access
criteria of
relevance

Subjective clues
to relevance

Priming
Chaining

First result

Comprehensibility

Snippets

Completeness

Titles

Price

URLs

Utility of video sources
Fact or opinion
Once you have a good site, sometimes you’ll take a
piece of information from it, and search it from
that, so like the physicist, so maybe I’ll search him
from that first site that gave me the information
on him. […] What I’d next do is just have a read
through, see what else I can find and then search
from that new information.
(Mary-Ann)
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

Post-access
criteria of
relevance

Subjective clues
to relevance

Priming
Chaining
Depth of topic treatment

First result

Comprehensibility

Snippets

Completeness

Titles

Price

URLs

Utility of video sources
Fact or opinion
‘they just went through it more thoroughly’
(Elizabeth)

‘they had the most information in them’

(Sophie)
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

Post-access
criteria of
relevance

Subjective clues
to relevance

Priming
Chaining
Depth of topic treatment

First result

Comprehensibility

Snippets

Completeness

Titles

Price

URLs

Utility of video sources
Fact or opinion

Structural clues
Relevance
criteria

Pre-access
criteria of
relevance

System-provided
metadata clues
to relevance

Post-access
criteria of
relevance

Subjective clues
to relevance

Priming
Chaining
Depth of topic treatment

First result

Comprehensibility

Snippets

Completeness

Titles

Price

URLs

Utility of video sources
Fact or opinion

Structural clues
Topic sentences
First paragraph
Headings
sort of scan-reading like the first sentence of each
sort of paragraph and if it was, appeared that it
would be helpful, I continued reading the
paragraph and stuff’
(Victoria)
Reliability criteria

From: http://www2.tfk-racoms.com/racoms/_picture/content/reliability.jpg
Reliability criteria

Pre-access criteria

Post-access criteria
Reliability criteria

Pre-access criteria

URL
‘There was just so much and it was a ‘.gov’ site […]
so that usually does mean that it is reliable’
(Kristian)

‘weird-looking website but we’ll go to it, it’s got a
dot org, I like dot orgs’

(Chloe)
Reliability criteria

Pre-access criteria

URL
Source
reputation
‘BBC, very, very reliable’
(Stefano)

[Referring to Geoscience Australia’s website]
‘really, really reliable’
(Gerard)
‘It’s by the […] Geological Society, so they have a lot of,
like, people contributing, so it’s not very biased but it’s
got a lot of facts in it, which is good for this, um, I trust
it, I do, and they have a very long reference list, which
is also nice when you’re looking for things; looking
through their references is also very good, so I think
that’s a very trustable source.’
(Gerard)
Reliability criteria

Pre-access criteria

URL
Source
reputation

Post-access criteria
Reliability criteria

Pre-access criteria

URL
Source
reputation

Post-access criteria

Corroboration
‘I’ll normally just go to the, take the information
from that, double-check it with, um,
newspapers and independent articles that have
been written’
(Edward)

‘I compared this information to the basic
information I had got from the Wikipedia site’

(David)
Reliability criteria

Pre-access criteria

Post-access criteria

URL

Corroboration

Source
reputation

Design
‘they don’t look like there’s much design put into them … so I look
at them and I think, well, that’s probably not the best one to
choose’
(Richard)

‘I think if it’s too showy and has like too many advertisements, like,
I’d kind of stay away, wouldn’t stay away, […] but I’d be, like, “This
probably isn’t as, like, dependable as, like, a boring one” ’
(Karen)

‘[a] bit gimmicky but not too bad’
(Edward)
Reliability criteria

Pre-access criteria

Post-access criteria

URL

Corroboration

Source
reputation

Design

Writing
style
‘if it was poorly written, I probably wouldn’t bother
with them, even, no matter how good
the, um, author is’
(Edward)
‘it sounded like a really good argument … he actually
had evidence ’n’ discussed it in depth and stuff’
(Karen)
Reliability criteria

Pre-access criteria

Post-access criteria

URL

Corroboration

Source
reputation

Design

Writing
style
Authorship
‘I don’t usually check for the authors’
(Karen)

‘where the information comes from, it’ll usually say on the web
page, if it’s come from a specific person, um, it might be a person
who’s well-known or a person that’s, um, you know, properly
trained, like a professor or something particular’
(Charlotte)

‘if it says like a doctor wrote it or something, […] it needs to actually
have proof that it’s a really good, you know, piece of work’

(Michael)
Convenient or
pragmatic
approach

First
result

Dependence
on search
engine's
relevance
clues

Decreasing
relevance
beyond first
page of
results

Easy access
to or
abundance
of
information
sources

Unconscious
or intuitive
response

Pre-access
judgements
of
relevance
and
reliability
Socio-academic
context

Topic
choice/
motivation

Author
credentials

Reputation of
resource's
reliability
Reliability
of books
Relevance
priming

Topic
overview
Relevance
chaining

Information
gathering

Prior
knowledge

Source-tosource
chaining

Origin of
source
Building knowledge

Filtering

Metadata
clues to
relevance

Depth of
topic
treatment

Structural
clues

Design

Matching

Reputation
of source

URL

Writing
style

Topic

Adding

Matching
material
to topic

Comparing
information

Corroboration

Inclusion
as
relevant

Continued
engagement

Further
information
processing
Convenient or
pragmatic
approach

First
result

Dependence
on search
engine's
relevance
clues

Decreasing
relevance
beyond first
page of
results

Easy access
to or
abundance
of
information
sources

Relevance
priming

Unconscious
or intuitive
response

Pre-access
judgements

Topic
overview

of
relevance
and
reliability
Socio-academic
context

Topic
choice/
motivation

Author
credentials

Reputation of
resource's
reliability
Reliability
of books

Relevance
chaining

Building knowledge

Filtering

Metadata
clues to
relevance

Depth of
topic
treatment

Structural
clues

Design

Matching

Reputation
of source

URL

Writing
style

Topic

Information
gathering

Adding

Matching
material
to topic

Comparing
information

Corroboration

Inclusion
as
relevant

Continued
engagement

Further
information
processing

Prior
knowledge

Source-tosource
chaining

Origin of
source
Theoretical statement 1

Convenience and pragmatism
• convenient and pragmatic approach to information search tasks
Theoretical statement 1

Convenience and pragmatism
• convenient and pragmatic approach to information search tasks
• research process unchallenging
Theoretical statement 1

Convenience and pragmatism
• convenient and pragmatic approach to information search tasks
• research process unchallenging
• least challenging path to task completion
Theoretical statement 1

Convenience and pragmatism
•
•
•
•

convenient and pragmatic approach to information search tasks
research process unchallenging
least challenging path to task completion
depend on relevance rankings of search engines, favouring results that occur
early in a set, and do not demonstrate any understanding of the methods used by
the search engine
Theoretical statement 1

Convenience and pragmatism
•
•
•
•

convenient and pragmatic approach to information search tasks
research process unchallenging
least challenging path to task completion
depend on relevance rankings of search engines, favouring results that occur
early in a set, and do not demonstrate any understanding of the methods used by
the search engine
• heuristics save the effort of accessing the full resource
Theoretical statement 1

Convenience and pragmatism
•
•
•
•

convenient and pragmatic approach to information search tasks
research process unchallenging
least challenging path to task completion
depend on relevance rankings of search engines, favouring results that occur
early in a set, and do not demonstrate any understanding of the methods used by
the search engine
• heuristics save the effort of accessing the full resource
• intuitive judgements
Theoretical statement 1

Convenience and pragmatism
•
•
•
•

convenient and pragmatic approach to information search tasks
research process unchallenging
least challenging path to task completion
depend on relevance rankings of search engines, favouring results that occur early in a
set, and do not demonstrate any understanding of the methods used by the search
engine
• heuristics save the effort of accessing the full resource
• intuitive judgements
• prevalence of information for relevance judgements and deciding topic’s main points
Theoretical statement 2

Search for an overview
• strongly motivated to find overview of topic of interest
Theoretical statement 2

Search for an overview
• strongly motivated to find overview of topic of interest
• provides framework for learning from information sources found later
Theoretical statement 2

Search for an overview
• strongly motivated to find overview of topic of interest
• provides framework for learning from information sources found later
• early adoption of information at hand may prevent deeper/broader exploration of
topic
Theoretical statement 3

Incidental nature of establishing reliability
• information accords with that found in earlier sources
Theoretical statement 3

Incidental nature of establishing reliability
• information accords with that found in earlier sources
• students’ perceptions that teachers consider Wikipedia unreliable
Theoretical statement 3

Incidental nature of establishing reliability
• information accords with that found in earlier sources
• students’ perceptions that teachers consider Wikipedia unreliable
• perceptions do not prevent use because provides overview of topics
Theoretical statement 4

Prior knowledge
• two forms:

information remembered from an earlier experience

preconceptions of ability of genre, or information provider, to offer relevant
and reliable information
Theoretical statement 4

Prior knowledge
• two forms:

information remembered from an earlier experience

preconceptions of ability of genre, or information provider, to offer relevant
and reliable information
• reputation of a source’s reliability based on a generalised personal belief (outcome
of socialisation or personal experience?)
Theoretical statement 5

Process of building knowledge
• filtering of information occurs in process of relevance judgements
Theoretical statement 5

Process of building knowledge
• filtering of information occurs in process of relevance judgements
• rare explicit judgements of reliability of information; depend on impressions of
trustworthiness
Theoretical statement 5

Process of building knowledge
• filtering of information occurs in process of relevance judgements
• rare explicit judgements of reliability of information; depend on impressions of
trustworthiness
• matching employs judgements of relevance and reliability simultaneously
Theoretical statement 5

Process of building knowledge
• filtering of information occurs in process of relevance judgements
• rare explicit judgements of reliability of information; depend on impressions of
trustworthiness
• matching employs judgements of relevance and reliability simultaneously
• adding to finished product mostly occurs with little apparent discrimination
Implications for practice
• checklist of features to gauge reliability of information not consonant with
naturalistic decision making
• information adopted because of its early appearance ought to be
questioned in later stages of the ISP
• prior knowledge should be harnessed more explicitly in the learning
process
• background knowledge should be developed from more than one source.

From: http://mhpbooks.com/mobylives/wp-content/uploads/2010/07/ebooks1.jpg
Follow-up study?
Follow-up study?

I use Wikipedia to give me an introduction to
my topic.
Wikipedia is a reliable source.

When I find information in one source, I check
that information with information in another
source.
I trust websites that have .org in their URLs.
How students judge the relevance and reliability of information in the digital environment

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