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Use	of	webcasting	and
development	of	critical	thinking	skills
A.	Poce,	F.	Agrusti,	M.R.	Re
Department	of	Education
Roma	Tre	University
Italy
What	is	critical thinking?
Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain. 1
Critical	thinking	is	that	mode	of	thinking — about	any	subject,	
content,	or	problem — in	which	the	thinker	improves	the	quality	
of	his	or	her	thinking	by	skillfully analyzing,	assessing,	and	
reconstructing	it.	Critical	thinking	is	self-directed,	self-disciplined,	
self-monitored,	and	self-corrective	thinking.	It	presupposes	
assent	to	rigorous	standards	of	excellence	and	mindful	command	
of	their	use.	It	entails	effective	communication	and	problem-
solving	abilities,	as	well	as	a	commitment	to	overcome	our	
native	egocentrism	and	sociocentrism.
2
“Our Concept and Definition of Critical Thinking”: http://bit.ly/2spLFT1
Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
What	is	critical thinking?
We	understand	critical	thinking	to	be	purposeful,	self-regulatory	
judgment	which	results	in	interpretation,	analysis,	evaluation,	
and	inference,	as	well	as	explanation	of	the	evidential,	
conceptual,	methodological,	criteriological,	or	contextual	
considerations	upon	which	that	judgment	is	based.	CT	is	
essential	as	a	tool	of	inquiry.	As	such,	CT	is	a	liberating	force	in	
education	and	a	powerful	resource	in	one's	personal	and	civic	
life.	While	not	synonymous	with	good	thinking,	CT	is	a	pervasive	
and	self-rectifying	human	phenomenon.
3
Facione, P. (1990). Critical Thinking: A statement of expert consensus-The Delphi Report, p. 2.
Available at http://bit.ly/2rQE6Gf
Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
What	is	critical thinking?
The	ideal	critical	thinker	is	habitually	inquisitive,	well-informed,	
trustful	of	reason,	open-minded,	flexible,	fair-minded	in	
evaluation,	honest	in	facing	personal	biases,	prudent	in	making	
judgments,	willing	to	reconsider,	clear	about	issues,	orderly	in	
complex	matters,	diligent	in	seeking	relevant	information,	
reasonable	in	the	selection	of	criteria,	focused	in	inquiry,	and	
persistent	in	seeking	results	which	are	as	precise	as	the	subject	
and	the	circumstances	of	inquiry	permit.
4
Facione, P. (1990). Critical Thinking: A statement of expert consensus-The Delphi Report, p. 2.
Available at http://bit.ly/2rQE6Gf
Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
Who	is	the	ideal critical thinker?
Trilling & Fadel 2009 - Common Core 4Cs Poster (21st Century Skills): http://t.co/s5ldxy1q4v
5Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
To	webcast or	not	to	webcast?
ü Mere	employment	of	technology	is	not	enough to	develop	the	4	C	
skills	(Vertecchi,	2012)
ü Webcasts	or	podcasts	are	mostly	used	in	higher	education	as	
broadcasting	lectures,	delivering	recordings	of	in-class	lectures,	
guest	lecturers	and	as	supplementary	video	learning	materials	for	
self-study	(Traphagan et	al.,	2009)
ü Webcasting	and	podcasting	use	in	higher	education	can	develop	
cognitive	understanding	through	motivation	and	engagement	
(Oliver,	2005)	and	information	processing	(Hargis	and	Wilson,	2005)
ü Only	a	limited	amount	of	research	highlights	the	connection	
between	students’	transversal	skills	promotion	and	webcasting	use	
(Kurtz	et	al.,	2007;	Giannakos	and	Vlamos,	2013)
6Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
Is	it	possible	to	increase	critical
thinking skills in	HE students through	
webcasting?
7Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
Is	it	possible	to	increase	critical
thinking skills in	HE students through	
webcasting?
8Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
...and	how	to	measure this	
improvement?
9Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
The	project	carried	out	at University Roma	TRE
Critical	thinking	
abilities
Development	of	an	
ad	hoc	model
Structured	didactic	
project
Methodology
ü About	250	students	in	Educational	
Sciences	attended	course	Methodology	
of	Research
ü Part	of	the	course	was	face-to-face,	part	
through	a	webcasting	activity	on	Orbis
dictus VLE
ü On	this	platform,	six	lectures,	on	some	
passages	taken	from	Rousseau,	Émile ou
De	l’éducation (1762),	were	webcast
10Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
The	model
11Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
distinctio
presentation	of	the	
subject	(by	introducing	
the	context,	the	
author,	the	setting	of	
the	work)
divisio textus
the	analysis	aimed	
at	understanding	
the	constitutive	
elements	of	the	text	
collatio
a	discussion	of	
the	pros	and	cons	
between	students	
and	the	tutor
quaestio
the	text,	following	
the	analysis	and	the	
group/tutor	
discussions,	is	subject	
to	a	global	and	
critical	interpretation
The	collatio and	
the	questio
phases	were	
carried	out	on	
the	VLEThe	distinctio
and	the	divisio
textus phases	
were	webcasted
The	model	under	investigation
ü Focus:	relation,	if	any,	between	the	employment	of	the	
traditional	lecturing	mode	(distinctio,	divisio textus,	collatio,	
questio)	and	the	ability	of	reasoning
ü The	hypothesis tested	concerned	mainly	the	verification	of	
the	impact	of	classical	lecturing	on	students’	reasoned	
writing	production
ü Technology	helps	the	limitation	of	employing	traditional	
lecturing	in	contemporary	large	contexts	and	allows	that	
individual	intercourse	everyone	of	us	might	need	while	
deepening	a	certain	topic	of	study
12Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
The	context
ü Each	student	was	asked	to	present,	after	the	video	visualization,	
her/his	comments	about	the	themes	and	the	central	elements	of	
the	video	itself	and	start	a	discussion	under	the	guide	of	the	
online	tutor
ü For	each	video,	an	online	discussion	has	been	developed	and	about	
250	students	have	interpreted,	presented	questions	and	new	
ideas,	argued,	analysed	and	critically	interpreted the	six	
lectures/videos	in	webcasting	format
ü The	tutor	was	responsible	for	keeping	in	touch	with	participants,	
motivating	students	in	the	activities,	according	to	the	time	
schedule,	directing	the	discussion	towards	the	achievement	of	a	
specific	learning	objective,	while	briefly	summarizing	the	key	points	
that	emerged	in	each	discussion
13Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
14Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
Lexical
analysis	
Course	
evaluation
Content	
analysis
Lexical	analysis
ü lexical	density	indexes:	these	indexes	measure	the	proportion	
of	different	words	classes	(in	this	preliminary	research	we	are	
using	adjectives,	verbs	and	nouns)	to	the	total	number	of	
tokens	(all	the	words	contained	in	the	text)	(Johansson,	2008)
ü number	and	length	of	sentences:	these	indexes	measure	how	
many	sentences	are	contained	into	the	corpus and	the	mean	
length	of	sentences	(in	words).	Though	this	value	is	insensitive	
to	structural	differences	within	sentences,	in	literature	it	is	
recognized	as	a	reliable	indicator	of	grade	level	(Lu,	et	al.,	
2011)
15Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
Other	relevant	text	measures
ü Type-Token	Ratio	(TTR):	this	index	measures	the	ratio	between	
how	many	different	words	are	used	(types)	in	relation	with	how	
much	these	words	are	repeated	into	the	corpus (tokens).	This	
index	is	dependent	on	the	text	size:	it	increases	as	texts	contained	
in	the	corpus get	smaller.	Due	to	this,	the	comparison	is	not	valid	
on	different-sized	texts	unless	probabilistic	models	and	other	
statistical	approximations	are	taken	into	account	(Baayen,	2008).
ü Mean	Segmental	Type-Token	Ratio	(MSTTR):	this	index	
represents	the	simplest	transformation	of	TTR,	calculating	the	TTR	
on	small	segments	of	original	texts	and	then	taking	the	mean	(Lu,	
et	al.,	2011).	This	index	reduces	the	text	size	effect	above	
mentioned.
16Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
17
Some	relevant	text	measures
Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
Variable Video	1 Video	2 Video	3 Video	4 Video	5 Video	6
Tokens 61211 66866 60411 51955 57078 65655
Types 5487 5074 4105 3920 4209 5252
Lemmas 3481 3197 2676 2578 2803 3294
Sentences 2301 2987 2504 2014 2478 2879
Avg.	sent.	len.
(in	words)
26.6 22.39 24.13 25.8 23.03 22.8
TTR 0.09 0.08 0.07 0.08 0.07 0.08
MSTTR 0.79 0.76 0.76 0.77 0.78 0.77
N	ratio	(%) 26.31 26.78 25.14 25.35 25.07 25.53
V	ratio	(%) 15.09 17.12 16.77 16.46 16.90 17.93
Adj	ratio	(%) 9.85 9.96 10.59 10.72 10.61 9.84
18
Course evaluation
Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Ease	of	comprehension
Ease	of	memorization
Quality	of	the	content	structure	
Clarity	of	vocabulary	
Length
Assessment	tools	suitability	
Effectiveness	of	tutor's	feedback
Content	coverage	
Content	multimedia	employability	
Design	and	graphic	presentation	
(1	to	5	- being	5	the	highest	possible	quality	level)
1 2 3 4 5
19
In	your	opinion,	how	much	these	skills	
have	been	improved?
Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%
Creativity
Innovation
Communication
Critical	thinking
Problem	Solving
Memory
Research	attitude
Entrepreneurial	skills
(1	to	5	- being	5	max	improvement)	
1 2 3 4 5
20
The	students’	opinions
Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
The	course	has	
inspired	me	and	has	
stimulated	critical	
thoughts	by	reflecting	
on	what	I	studied	and	
also	on	my	classmates'	
comments
I	think	that	the	
course	forum	
promoted	my	
critical	approach	
to	different	
topics
This	course	allowed	
me	to	improve	and		
exercise	my	critical	
thinking	and	develop	
research	skills
The	online	activity	
contributed	to	
develop	my	
critical	thinking,	
encouraging	a	
lifelong	learning	
process
21
Content	analysis
Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
Category	
(Indicator)
Definition Encoding	rules
Justification Argumentation	of	one’s	own	proposals	
and	solutions.
Proofs	of	justifications	in	favour	of	the	
solutions	found	or	for	the	opinion	
expressed	are	present	(+)	or	not	(-).
Relevance The	fundamental	issue	required	by	the	
question	is	mentioned.
Relevant	(+)	or	no	relevant	(-)	statements	
or	digression.
Importance Knowledge	of	the	topic	(important	facts	
related	to	the	topic	are	mentioned).
References	to	important	or	no	important	
issues	to	answer	the	question	
appropriately	are	present	(+)	or	not	(-).
Critical	
evaluation
Personal	and	critical	elaboration	of	
sources,	background	and	ideas.
Critical	evaluation	of	the	idea	proposed	is	
present	(+)	or	not	(-).
Novelty,	new	
ideas
New	information,	new	ideas	and	
solutions	to	the	issues	raised	in	the	
question	are	provided.
Further	information,	new	ideas,	possible	
solutions	to	the	problem	are	present	(+)	
or	not	(-).
Adapted from Newman D.R., Webb B., Cochrane C. (1997). Evaluating the quality of learning in computer supported
cooperative learning. Journal of the American Society for Information science, 48, 6, 484-495.
22
Content	Analysis
Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
Newman	Webb	and	
Cochrane	(1997)	
(20	pairs	of	indicators) CT=	(X+-X-):	(X++X-)	
Relevance,	importance,	width	of	understanding,		
justification,	novelty	and	so	on
23
Conclusions
ü Students	were	asked	to	use	the	knowledge	acquired	through	the	online	
lecture as	a	starting	point	to	develop	their	personal	point	of	view	on	the	
relation	between	classical	texts	in	education	and	their	use	in	contemporary	
pedagogy
ü Students	enjoyed	the	possibility	to	obtain	deeper	insights	online,	following	
guided	discussions,	as	well	as	using	the	facilitation	offered	by	the	
technological	tool	
ü Unfortunately	lexical	analysis	(specifically	TTR)	did	not	reveal	any	significant	
difference although	Video	1	Comments language	can	be	described	as	the	
more	informal,	this	can	be	due	to	the	nature	of	the	stimuli	prompted	in	the	
video,	which	was	essentially	the	presentation	of	Rosseau
ü More	analyses	are	needed	to	understand	connections,	if	any,	between	
length	and	density	indicators	and	critical	thinking	skills	levels	to	be	
measured	according	to	the	adapted	Newman	Webb	Cochrane	(1997)	model
Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
Thank	you	for	your	attention
Antonella
Poce
antonella.poce@
uniroma3.it
@AntonellaPoce
Francesco
Agrusti
francesco.agrusti@
uniroma3.it
@fragrusti
Maria Rosaria
Re
@MariaRosaria_Re
mariarosaria.re@
uniroma3.it
24Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.
References
Baayen,	R.	H.	(2008). Analyzing	linguistic	data:	A	practical	introduction	to	statistics	using	R.	Cambridge	University	Press.
Flesch,	R.	(1974).	The	art	of	readable	writing:	with	the	Flesch readability	formula.	Harper	&	Row.
Fowler,	R.	(1996).	On	critical	linguistics.	In	Caldas-Coulthard,	R.	and	M.	Coulthard (eds).	(1996).	Texts	and	Practices:	Readings	in	Critical	Discourse	
Analysis.	London:	Routledge.
Giannakos,	M.	N.,	&	Vlamos,	P.	(2013).	Using	webcasts	in	education:	Evaluation	of	its	effectiveness.	British	Journal	of	Educational	Technology,	44(3),	
432–441.
Halliday,	M.A.K.	(1989).	Spoken	and	written	language.	Language	education.	Oxford	Press.
Hargis,	J.,	&	Wilson,	D.	(2005).	Fishing	for	learning	with	a	podcast	net.	University	of	North	Florida.
Johansson,	V.	(2008).	Lexical	diversity	and	lexical	density	in	speech	and	writing. Lund	University,	Department	of	Linguistics	and	Phonetics.
Kurtz,	B.	L.,	Fenwick	Jr.,	J.	B.,	&	Ellsworth,	C.	C.	(2007).	Using	podcasts	and	tablet	PCs	in	computer	science.	45th	annual	ACMSoutheast regional	
conference,	(pp:	484–489).	Winston-Salem,	NC,	USA.
Lu,	X.,	Thorne,	S.	L.,	&	Gamson,	D.	(2011).	Toward	a	Framework	for	Computational	Assessment	of	Linguistic	Complexity	of	Grade-level	Reading	
Materials. Ref	Type:	Unpublished	Work.
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Technology	Research	and	Development,	52	(2),	23-40.
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Paul,	R.	&	Elder,	L.	(2012).	The	international	critical	thinking	reading	&	writing	test:	how	to	assess	close	reading	and	substantive	writing.	Foundation	for	
Critical	Thinking.
Poce,	A.	(edited	by)	(2012).	Contributions	to	the	definition	of	a	critical	technology.	An	assessment study.	Milano:	FrancoAngeli.
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Development,	58(1),	19-37.
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Vertecchi,	B.	(2012).	Preface	in	Poce,	A.	(edited	by)	Contributions	to	the	definition	of	a	critical	technology.	An	assessment study.	Milano:	FrancoAngeli.
Vertecchi,	B.,	Poce,	A.,	Angelini,	C.,	Agrusti,	F.	(2010).	Orbis dictus.	Un	ambiente	adattivo	multilingue	per	l’istruzione	in	rete.	Milano:	FrancoAngeli.
25Poce, A., Agrusti, F., Re, M.R. (2017) . Use of webcasting and development of critical thinking skills, HEAd’17 Conference, Valencia, Spain.

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