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Network	for	Information	and	Digital	Access	
	
	
	
	
	
	
	
The	impact	of	Science	Literacy	delivery	methods	-	what	works?	
	
Composite	approaches	analysis	report	
Multiliteracies	&	Multimodalities	
	
V	1.0	|	15	December	2018	
	
WORKING	PAPER	
	
	
	
	
	
	
	
	
	
	
	
	
	
Team	members	
	
Valentina	De	Col	|	Lead	Researcher	from	June	2018	
Kamran	Naim	|	Executive	Director,	NIDA	
Carol	Priestley	|	Senior	Advisor,	NIDA	
Carol	Usher	|	Manager,	Publicity	&	Dissemination,	NIDA	
	
	
	
For	details	about	the	project	including	the	Impact	Assessment	studies	and	descriptive	resources	
mentioned	within	this	report	visit:	
www.nida-net.org/en/activities/connectwithscience/research/	
and		
www.nida-net.org/en/activities/connectwithscience/research/impact-science-literacy-delivery-
methods-what-works/	
	
	
	 	
Attribution	4.0	International	(CC	BY	4.0)	
Co-financed	by	Evergreen	Education	Foundation	(EEF)	and	NIDA
ii	
	
Executive	Summary	
1.	Introduction	
1.1	 This	report	presents	a	synthesis	of	the	proven	impact,	strengths	and	weaknesses	of	
multiliteracies	and	multimodalities	in	delivering	science	literacy.	
1.2		 This	analysis	is	situated	within	the	framework	of	a	broader	study	of	science	literacy	aimed	to	
establish	what	has	been	proven	successful	in	the	field;	with	the	objective	to	promote	and	
adapt	good	practices	and	fill	gaps	in	knowledge	about	‘what	works’.	
1.3		 The	full	study	identified	42	single-mechanism	approaches,	2	composite	approaches	and	1	
related	approach.	‘Multiliteracies’	and	‘Multimodalities’	are	the	two	composite	approaches	
identified.	
2.	Methodology	for	resource	discovery	and	analysis	
2.1		 From	October	2017	to	May	2018,	the	research	team	surveyed	existing	resources	through	
retrieval	via	research	databases,	subject	databases,	open	access	repositories	and	through	
contact	with	interested	organisations,	institutions	and	individuals.	
2.2		 The	resources	were	divided	into	impact	assessments	(IAs)	and	descriptive	resources.	For	the	
purposes	of	analysis,	only	those	published	during	the	years	2013	-2018	were	utilised.	Each	
resource	was	read	in	detail,	significant	data	was	extracted	and	entered	into	a	specifically	
developed	database.	An	example	of	the	database	mask	is	included	in	Appendix	A.	
2.3		 Although	the	total	number	of	resources	located	was	not	designed	to	be	exhaustive	or	
definitive,	the	resources	captured	in	this	research	are	limited	to	those	available	in	the	
English	language	and	to	translations	that	had	already	been	made	from	other	languages	into	
English.	
3.	Overview	of	results	
3.1		 Over	2,100	IA	studies	and	descriptive	resources	were	identified	in	the	full	research	process,	
of	which	13	relate	specifically	to	‘multiliteracies’	and	16	to	‘multimodalities’;	of	which	4	and	
7	respectively	were	published	between	2013-2018.	
3.2		 The	subject	coverage	included	science,	astronomy,	chemistry	and,	more	broadly,	science	
education.	The	countries	included	in	the	studies	were	United	States	of	America	(4),	but	also	
with	examples	from	Australia	(1),	Cyprus	(1),	Finland	(1),	Singapore	(1),	South	Korea	(1),	
Turkey	(1)	and	United	Kingdom	(1).	
3.3		 The	only	delivery	model	involved	was	formal	education	and	the	target	sectors	were	all	in	
education	and	training.	
3.4		 The	approaches	to	conducting	assessment	within	the	resources	were	found	to	be	primarily	
mixed-method	and	qualitative,	followed	by	qualitative.	The	most	common	data	collection	
approaches	involved	experiment	(pre-	and	post-	test).
iii	
	
4.	Discussion	
4.1		 Multimodal	elements	associated	with	multiliteracies	have	been	identified	as	linguistic,	
visual,	audio,	gestural,	spatial,	tactile,	written,	or	any	combination.	Prompted	by	the	
revolution	in	communication	technologies,	Multimodal	literacy	refers	to	the	use	of	different	
modalities	to	communicate	an	intended	message,	for	instance	through	print,	visual,	audio	
and	electronic	means.	
4.2		 In	science	literature	and	communication,	multimodal	representations	are	pervasive	as	texts,	
figures,	diagrams,	tables,	pictures,	symbols,	graphs	and	mathematical	equations.	
4.3		 The	lines	between	traditional	literacy,	multiliteracies	and	scientific	literacy	are	blurring.	The	
multiliteracies	framework	reshapes	traditional	literacy	practices	to	include	an	increased	
emphasis	on	multimodality	and	linguistic/cultural	diversity.	
4.4		 Evidence	of	multiliteracies	in	the	classroom	includes,	but	is	not	limited	to,	technology	use,	
collaboration	with	peers	and	others	(e.g.	teacher,	parents,	administration,	community	
members),	problem-solving,	visual	literacy,	or	a	combination	of	communication	or	text	
modes	(multimodality).	
4.5		 Multimodality	in	science	teaching	and	learning	occurs	in	a	variety	of	ways:	tools	for	
instruction,	student	interaction	and	the	creation	of	artefacts,	for	example.	
4.6	 The	literature	developed	around	the	concepts	of	multiliteracies	and	multimodalities	is	vast	
but,	for	the	purpose	of	this	report,	only	a	selection	of	resources	was	reviewed	based	on	
relevance.	
4.7		 A	number	of	studies	have	suggested	approaches	for	the	assessment	of	multiliteracies,	
including	frameworks	for	measuring	individual	achievement	and	instruments	to	assess	
students’	multiliteracy	skills	and	abilities.	
4.8	 This	review	surveys	a	number	of	studies	with	a	clear	focus	on	multiliteracy,	including	
examine	learning	experiences	and	outcomes	specifically	with	educational	contexts,	ranging	
from	media-studies	classrooms	(in	England),	to	a	study	on	an	instructional	approach	for	
developing	museum-school	partnerships	to	empower	the	multiliteracy	experiences	of	
students	(in	Cyprus),	to	studies	on	parents’	understanding	and	application	of	multiliteracy	
practices	(in	Malaysia).	
4.9	 The	reviewed	studies	that	are	more	focused	on	multimodalities	include	investigations	into	
the	impact	of	multimodal	science	writing	and	representation	on	various	aspects	of	learning	
and	instruction	in	schools	in	Finland,	England,	Korea,	Turkey,	Australia	as	well	as	for	
interdisciplinary	modelling	activities	for	Special	Needs	Students.		
4.10		 Studies	have	also	been	conducted	in	health	literacy	examining	the	impact	of	caregivers’	
multilingual	and	multimodal	literacy	(in	Hong	Kong)	as	well	as	the	effectiveness	of	
multimodal	literacies	to	improve	adolescent	health	literacy	(in	the	United	States).	
4.11		 Other	resources	revolving	around	the	concept	of	multiliteracies	and	multimodalities	in	
science	education	include	studies	on	the	use	of	interactive	whiteboard	technologies,	models	
for	working	with	multimodal	texts	across	different	cultural	contexts,	practices	of	physics	and	
chemistry	instruction	and	multimodal	representations	for	biological	understanding	in	
secondary	schools,	demonstrating	ecology	feedback	loops	to	elementary	students,	and	the	
use	of	multimodal	informational	texts	to	support	field	trips	for	promoting	real-world	
scientific	literacy.
iv	
	
4.12		 Enhanced	awareness,	knowledge	relating	to	scientific	ideas,	overall	conceptual	
understanding	and	improvement	in	the	learning	outcomes	was	reported	by	a	number	of	
studies.	Studies	further	reported	increased	use	of	academic	vocabulary	among	students,	
greater	understanding	of	scientific	concepts,	collaborative	work,	and	expanded	repertoires	
of	literacy	among	students.	Positive	impacts	were	reported	among	teachers	whose	
knowledge	of	teaching	and	technology	evolved	through	multiliteracy	approaches.	
4.13		 The	use	of	multimodal	literacy	was	reported	by	some	studies	to	stimulate	engagement	and	
interest,	which	subsequently	enhanced	student	learning.	
4.14		 Positive	changes	in	attitude,	as	well	as	increased	positive	attitudes	of	students	towards	
science	were	reported	by	teachers	using	multiple	modes	of	representation	in	non-traditional	
writing	tasks.	
4.15		 No	specific	behavioural	changes	were	clearly	reported	in	the	studies	analysed.	
4.16		 Through	multiliteracy	activities,	particularly	in	the	use	of	information	technologies	and	
scientific	practices,	students	developed	skills	and	knowledge	central	to	being	scientifically	
literate.	
4.17		 Other	positive	impacts	include	increased	questioning	by	students,	enhancement	of	student	
voice	and	empowerment	in	the	learning	process,	improved	expression	of	scientific	concepts	
and	broader	integration,	accuracy	and	emphasis	in	representing	information.	
4.18	 Researchers	contend	that	multiliteracies	and	scientific	literacy	are	intertwined,	and	that	it	is	
in	fact	impossible	to	be	scientifically	literate	today	without	proficiency	in	multiliteracies,	
though	the	development	of	multiliteracies	can	occur	without	the	use	of	scientific	practices	
and	knowledge	of	science	content.	
4.19		 The	teaching	and	learning	of	science	and	its	practices	for	scientific	literacy	reinforced	the	
development	of	broader	multiliteracies	and,	in	turn,	as	science	activities	were	enriched	with	
multiliteracies	and	scientific	practices,	students	were	engaged	in	developing	skills	and	
knowledge	central	to	being	scientifically	literate.	
4.20		 A	weakness	of	a	multimodal	writing	programme	highlighted	that	the	success	of	educational	
programmes	to	help	students	understand	the	roles	of	alternate	modes	often	necessitated	
multiple	lessons	with	focused	lesson	plans,	as	both	teachers	and	students	were	equally	
unprepared	to	benefit	from	alternative	and	unconventional	writing	approaches.	
4.21		 Effective	multiliteracies	and	practices	in	science	teaching	are	resource	intensive	and	requires	
effective	technology	integration	skills	for	instructors,	suggesting	that	these	activities	be	
included	in	teacher	professional	development	programs.	
4.22		 Analysis	of	makerspaces	and	videos	as	modes	of	delivery	of	scientific	literacy	conducted	
within	this	broader	study	suggest	that	these	modalities	can	support	both	educational	and	
non-formal	contexts	in	implementing	effective	multiliteracy	approaches.	
4.23		 Multimodal	instruction	in	science	requires	that	the	traditionally	emphasis	on	content,	must	
shift	to	an	emphasis	on	process,	practices	and	real-world	applications,	which	in	turn	requires	
teachers,	administrators,	and	policy-makers	to	envision	a	new	system	of	education	in	which	
the	primary	goal	should	be	to	inspire	a	passion	for	learning,	solving	problems	and	asking	
questions.	
4.24		 Further	research	is	required	to	determine	how	to	design	more	effective	instruction	in	
multimodal	writing	as	well	as	multimodal	representations	as	scientific	language	and	design	
teaching	strategies,	as	well	as	disseminating	the	associated	benefits	of	these	educational	
strategies.
v	
	
5.	Conclusions	
5.1		 The	advent	of	the	internet	has	transformed	the	way	people	are	able	to	read,	write,	and	
communicate,	spawning	a	new	strand	of	literacy,	multiliteracies,	which	includes	multimodal	
elements	as	a	way	to	make	and	create	meaning.	
5.2		 Multiliteracies	also	takes	account	the	increasing	cultural	and	linguistic	diversity	stimulated	
through	the	global	connectedness	of	modern	society.	
5.3		 Evolving	technologies	and	globalisation	thus	presents	educators	with	the	challenge	of	
preparing	students	who	are	multiliterate	to	operate	successfully	in	dynamic	information	
paradigm	and	equipped	with	skills	in	multiple	modalities	of	communication	through	
languages,	symbols	and	technology.	
5.4		 These	multiliterate	learners	are	expected	to	integrate	creativity,	think	independently,	
collaborate,	present	diverse	views;	think	and	communicate	in	new	ways;	analyse	and	
construct	meaning	from	information	in	a	variety	of	media	and	circumstances.	
5.5		 Educational	programmes	underpinned	by	multiliteracy	pedagogy	supported	by	technology	
can	provide	meaningful	learning	experiences	for	students	whilst	achieving	focused	learning	
outcomes.	
5.6		 Teacher	technology	competencies	and	expertise,	access	and	integration	of	technology,	
facilitation	of	effective	learning	scaffolds,	inquiry-based,	collaborative	and	technology-rich	
experiences	need	to	be	addressed.
vi	
	
CONTENTS	
	
Executive	Summary	.........................................................................................................................	ii	
Acronyms	......................................................................................................................................	vii	
	 Mechanisms,	groups	and	approaches	........................................................................................	4	1.
	 Methodology	for	resource	discovery	and	analysis	.....................................................................	5	2.
	 Search	method	.......................................................................................................................	5	2.1.
	 Data	extraction	for	the	analysis	.............................................................................................	6	2.2.
	 Limitations	of	the	resource	discovery	....................................................................................	6	2.3.
	 Overview	of	results	...................................................................................................................	6	3.
	 Total	number	of	resources	discovered	..................................................................................	6	3.1.
	 Scientific	subjects	..................................................................................................................	7	3.2.
	 Countries	involved	in	the	studies	...........................................................................................	7	3.3.
	 Educational	delivery	models	..................................................................................................	8	3.4.
	 Target	sectors	........................................................................................................................	8	3.5.
	 Delivery	institutions	...............................................................................................................	8	3.6.
	 Approach	to	data	collection	...................................................................................................	8	3.7.
	 Sampling	technique	and	sample	size	.....................................................................................	9	3.8.
	 Discussion	.................................................................................................................................	9	4.
	 Contexts	of	use	......................................................................................................................	9	4.1.
	 Impacts	................................................................................................................................	12	4.2.
4.2.1.	Awareness,	knowledge	or	understanding	............................................................................	12	
4.2.2.	Engagement	or	interest	........................................................................................................	13	
4.2.3.	Attitude	................................................................................................................................	13	
4.2.4.	Behaviour	.............................................................................................................................	13	
4.2.5.	Skills	......................................................................................................................................	14	
4.2.6.	Others	...................................................................................................................................	14	
	 Strengths	..............................................................................................................................	14	4.3.
	 Weaknesses	.........................................................................................................................	15	4.4.
	 Costs	and	feasibility	.............................................................................................................	16	4.5.
	 Suggestions	for	improved	methodologies	and	for	future	studies	.......................................	16	4.6.
	 Conclusions	and	overview	........................................................................................................	17	5.
APPENDIX	A:	Example	of	data	input	mask	.....................................................................................	18	
APPENDIX	B:	Bibliography	.............................................................................................................	20
vii	
	
Acronyms	
APP	 	 assessing	pupils’	progress	
CLD	 	 culturally	and	linguistically	diverse	
COST	 cooperation	in	science	and	technology	
DigiLitEY	 digital	literacy	and	multimodal	practices	of	young	children	
ELLs		 English	language	learners	
ICT	 	 information	communication	technologies	
IWB		 interactive	whiteboard	
LMP		 living	museum	partnership	
MMLA	 multimodal	learning	analytics	
MWM	 multiliteracies	workshop	model	
TPACK	 technological	pedagogical	content	knowledge
4	
	
Mechanisms,	groups	and	approaches	1.
During	the	first	part	of	the	Desk	Research	phase	of	this	project	(i.e.	Task	1),	the	research	team	
identified	42	single-mechanism	approaches,	2	composite	approaches	and	1	related	approach	that	
were	relevant	to	the	delivery	and	dissemination	of	scientific	information.	The	list	of	single	
mechanisms	was	further	organised	into	7	thematic	groups,	as	presented	in	Table	1.		
The	subjects	of	this	report	are	‘Multiliteracies	&	Multimodalities’,	included	under	the	composite	
approaches.	
	
Single	mechanism	approach		 Group		
	
Exhibitions,	Expo,	Festivals,	Movies,	Picnics,	
Science	Fairs,	Seminars,	Talks,	TED	Talks,	Theatre,	
Workshops	
	
	
1.	Events,	meetings,	performances	
Colloquia,	Courses,	Curricula,	E-learning,	Webinars	
	
2.	Education	and	training	–	including	online		
Animations,	Books,	Brochures,	Cartoons,	Comics,	
Games,	Graphics,	Posters,	Publications,	Radio,	
Reports,	TV,	Videos	
	
3.	Traditional	publishing	and	journalism	–	
print	and	broadcast		
Competitions,	Experiments,	Makerspaces,	Mobile	
classrooms,	Mobile	laboratories	
	
4.	Activities	and	services		
Blogs,	E-books,	E-zines,	Mobile	Apps,	Podcasts,	Social	
media,	Websites,	Wikis	
	
5.	Online	interactions		
Composite	approaches	 	
	
Multiliteracies	
Multimodalities	
	
Related	approach	 	
	
Citizen	Science	
	
	
Table	1.	Organisation	of	the	delivery	approaches	of	science	literacy	adopted	in	this	research.	
For	the	purposes	of	this	study,	the	definition	of	‘Multiliteracies’	refers	to	‘an	approach	to	literacy	
theory	and	pedagogy	which	highlights	two	key	aspects	of	literacy:	linguistic	diversity,	and	
multimodal	forms	of	linguistic	expression	and	representation’1
,	while	‘Multimodalities’	describes	
‘communication	practices	in	terms	of	the	textual,	aural,	linguistic,	spatial,	and	visual	resources	-	or	
modes	-	used	to	compose	messages’2
.	More	extensive	definitions	of	both	terms	are	presented	in	
chapter	4.1.	
																																																													
1
	“Multiliteracies”,	Wikipedia,	Accessed	December	13,	2018,	https://en.wikipedia.org/wiki/Multiliteracy	
2
	“Multimodality”,	Wikipedia,	Accessed	December	13,	2018,	https://en.wikipedia.org/wiki/Multimodality	
3
	The	research	and	analysis	methodologies	will,	however,	be	available	from	NIDA	in	English,	French	and	Spanish	in	order	
that	others	may	utilise	and/or	translate	and	adapt,	replicate	and	extend	the	coverage.	
2
	“Multimodality”,	Wikipedia,	Accessed	December	13,	2018,	https://en.wikipedia.org/wiki/Multimodality
5	
	
Methodology	for	resource	discovery	and	analysis	2.
Search	method	2.1.
From	October	2017	to	May	2018,	the	research	team	carried	out	an	extensive	process	of	resource	
discovery	to	survey	existing	works	and	impact	studies	that	could	provide	valuable	evidence	on	the	
impact	of	the	identified	science	delivery	approaches	and	mechanisms.		
The	search	was	carried	out	by	retrieving	documents	and	articles	from	a	wide	range	of	sources,	
including	research	databases,	Google	Scholar,	ResearchGate,	subject	databases	and	open	access	
repositories.	The	use	of	non-boolean	keyword	combinations	returned	a	consistent	number	of	
relevant	results	from	prominent	academic	journals	and	online	library	databases	(e.g.	ERIC,	Frontiers,	
JCOM,	MedLine/PubMed,	Nature,	NCBI,	Wiley	Online	Library,	PLOS,	SAGE,	ScienceDirect,	Springer,	
Web	of	Science).	Moreover,	the	findings	were	complemented	by	relevant	resources	such	as	theses	
and	manuscripts	retrieved	from	university	repositories,	reports	and	case	studies	from	different	
organisations	and	NGOs.	In	addition,	contact	was	made	with	researchers	via	the	ResearchGate	
community	and	single	individuals	from	NIDA’s	Facebook	and	LinkedIn	pages	who	expressed	interest	
in	the	research	and	directly	contributed	by	providing	annotated	bibliographies	for	their	fields	of	
expertise.	
The	resource	discovery	was	performed	by	combining	the	mechanism	name	with	1	of	the	5	
keywords/synonyms	for	‘impact’	and	1	of	the	10	literacies	and	sub-sector	literacies	identified	by	the	
Team,	one	combination	at	a	time.	The	search	strategy	is	exemplified	in	Table	2.	
	
Approach	 Terms	for	impact	 Literacy	and	sub-sector	literacies	
[mechanism	name]	
e.g.	theatre	
	
Impact	
Impact	assessment	
Assessment	
Performance	measurement	
Outcomes	
Agricultural	Literacy	
Chemistry	Literacy	
Climate	Literacy		
Computer	Literacy	
Earth	Science	Literacy	
Food	safety	Literacy	
Health	Literacy	
Nutrition	Literacy	
Science	Literacy	
Statistical	Literacy	
Table	2.	Search	strategy	using	keywords	combinations.	
This	method	generated	a	total	number	of	50-word	combinations	(to	illustrate	one	single	
example:	‘theatre	impact	science	literacy’)	for	each	of	the	science	delivery	mechanisms	investigated.	
The	articles	and	materials	selected	for	the	analysis	span	between	2013	and	2018	and	were	
initially	sorted	into	two	main	groups:	one	containing	impact	assessments	that	provide	a	qualitative,	
quantitative	or	mixed	method	(both	qualitative	and	quantitative)	research	approaches	to	data	
collection;	and	a	second	including	different	typologies	of	descriptive	resources,	e.g.	reviews,	guides,	
handbooks,	reports.	Resources	were	organised	by	mechanism	and	principal	metadata	(e.g.	title,	
author,	date,	scientific	subject)	saved	on	a	Microsoft	Excel®	spreadsheet	prior	to	database	import.
6	
	
Data	extraction	for	the	analysis	2.2.
The	identified	impact	assessments	were	subsequently	uploaded	to	a	Microsoft	Access®	database,	
developed	by	the	Team	to	collect	relevant	information	from	each	study.	An	example	of	the	database	
mask	for	data	entry	is	included	in	Appendix	A.	Each	article	was	read	in	detail,	and	significant	data	
were	extracted,	entered	into	the	database	and	used	as	core	information	to	carry	out	the	analysis.	
Limitations	of	the	resource	discovery	2.3.
The	resource	discovery	was	limited	to	resources	available	in	English	language,	and	studies	in	other	
languages	were	only	included	where	translations	had	already	been	made	to	English3
.	Another	
intrinsic	limitation	may	lie	within	the	search	methodology,	particularly	on	the	keyword	
combinations,	and	may	explain	a	low	number	of	articles	for	some	of	the	mechanisms	investigated.	
Moreover,	the	total	number	of	resources	located	is	not	meant	to	be	exhaustive	or	definitive,	it	is	
work	in	progress	that	attempts	to	offer	a	synthesis	of	examples	spanning	different	literacies	and	sub-
sector	literacies,	with	no	geographical	limitations,	with	the	aim	to	contribute	to	the	understanding	of	
science,	its	applications,	and	to	the	promotion	of	science	literacy.	
Overview	of	results	3.
Total	number	of	resources	discovered	3.1.
Over	2,100	impact	assessment	studies	and	descriptive	resources	were	identified	in	the	full	research	
process,	of	which	13	relate	specifically	to	‘Multiliteracies’	and	16	to	‘Multimodalities’.	However,	for	
the	purposes	of	analysis	a	decision	was	taken	to	concentrate	on	those	published	between	2013-
2018,	as	presented	in	Table	3,	to	provide	more	current	information	for	analysis.	All	the	articles	
containing	examples	of	impact	assessment	are	analysed	in	the	following	paragraphs	and	in	Chapter	
4,	together	with	all	relevant	information	offered	by	the	descriptive	documents	that	were	used	to	
consolidate	and	complement	the	findings.	
	
Resources	(2013-2018)	 	 Number	
Impact	assessments	
Multiliteracies	
Multimodalities	
4	
7	
Descriptive	resources	
Multiliteracies	
Multimodalities	
12	
8	
Total	no.	of	resources	analysed	 	 31	
Table	3.	Total	number	of	resources	analysed.	
	
	 	
																																																													
3
	The	research	and	analysis	methodologies	will,	however,	be	available	from	NIDA	in	English,	French	and	Spanish	in	order	
that	others	may	utilise	and/or	translate	and	adapt,	replicate	and	extend	the	coverage.
7	
	
Scientific	subjects	3.2.
The	main	subjects	of	the	impact	assessments	are	synthesized	in	Table	4.	The	systematic	
categorisation	of	science	branches	was	retrieved	from	Wikipedia4
	and	customised	for	the	purpose	of	
the	research.	
	
Main	subject	area	 Detailed	subject	 References	
General	 	
Nam	and	Cho	2016;	Tolppanen,	
Rantaniitty,	and	Aksela	2016;	Cho	and	
Nam	2017;	Gillies	and	Baffour	2017	
Physical	
Astronomy	 Kim	2017	
Chemistry	 Gunel,	Kingir,	and	Aydemir	2016	
Social	 Science	education
5
	
Bavonese	2014;	Allison	2015;	Savva	
2016;	Allison	and	Goldston	2018;	
Townsend,	Brock,	and	Morrison	2018	
Table	4.	Main	scientific	subjects	of	the	resources	analysed.	
Countries	involved	in	the	studies	3.3.
The	countries	where	the	studies	have	taken	place	are	listed	in	Table	5	and	can	be	visualized	on	the	
world	map	in	Figure	1.	
	
Countries	 No.	of	studies	for	each	country	
United	States	of	America	(US)	 4	
Australia,	Cyprus,	Finland,	Singapore,	South	Korea,	
Turkey,	United	Kingdom	
1	
Table	5.	Number	of	impact	assessment	studies	for	each	country.	
	
	
Figure	1.	Geographic	distribution	of	the	impact	assessment	studies	[Map	generated	with	amcharts.com].	
																																																													
4
	“Branches	of	science”,	Wikipedia,	Accessed	January	26,	2018,	https://en.wikipedia.org/wiki/Branches_of_science	
5
	Including	assessment	methodologies	in	makerspaces.
8	
	
Educational	delivery	models	3.4.
The	principal	educational	delivery	model	employed	in	all	the	studies	analysed	was	formal	education.	
Only	one	study	(Savva	2016)	included	both	formal	and	non-formal	educational	models.	
Target	sectors	3.5.
The	target	sector(s)	addressed	by	each	individual	study	is	presented	in	Table	6.	The	categorisation	
used	was	drawn	from	the	ILO	(International	Labour	Organisation)	Taxonomy6
	list,	which	was	reduced	
and	simplified.	Some	articles	were	attributed	to	more	than	one	target	sector.	
	
Main	target	sector	 Sub-divided	target	sector	 References	
Education	&	Training	
(11)	100	%	
Primary	education	
Allison	2015;	Nam	and	Cho	2016;	Savva	
2016;	Allison	and	Goldston	2018	
Secondary	education	
Gunel,	Kingir,	and	Aydemir	2016;	Nam	and	
Cho	2016;	Tolppanen,	Rantaniitty,	and	
Aksela	2016;	Cho	and	Nam	2017;	Gillies	
and	Baffour	2017;	Kim	2017;	Townsend,	
Brock,	and	Morrison	2018	
Bachelor’s	or	equivalent	level	 Bavonese	2014	
Table	6.	Target	sectors	and	relative	percentage	over	the	total	number	of	instances.	
Delivery	institutions	3.6.
The	main	delivery	institution	promoting	research	about	‘Multiliteracies’	or	‘Multimodalities’	in	all	
the	studies	analysed	were	universities.	
Approach	to	data	collection	3.7.
Of	the	11	impact	assessment	studies,	6	used	a	mixed-method	approach,	3	were	primarily	qualitative	
and	2	were	quantitative.	
For	these	studies,	data	collection	approaches	involved	experiments	(7	studies),	observation	(6),	
focus	groups/discussion	groups	(4),	interviews	(4),	case	studies	(2),	and	written	or	online	surveys	(2).	
Among	the	data	collection	tools	or	scales	employed	there	were	tests	(4	studies),	Likert	scales	(1)	
and	questionnaires	(1).	
The	statistical	approaches	used	involved	hypothesis	testing	such	as	t-tests	(4	studies),	ANOVA	(2)	
and	MANOVA	(1).	Some	studies	specified	the	software	tool	or	app	used	for	analysis:	SPSS	18	(3)	or	
Atlas.it	(2).	
	 	
																																																													
6
	“ILO	Taxonomy”,	Accessed	January	26,	2018,	
http://www.ilo.org/dyn/taxonomy/taxmain.showSet?p_lang=en&p_set=1
9	
	
Sampling	technique	and	sample	size	3.8.
Among	the	reviewed	studies,	the	sampling	techniques	employed	included	convenience	sampling	(10	
studies)	and	random	sampling	(3).	
Sample	sizes	ranged	from	15	to	214	(71	mean;	57	median),	8	studies	had	a	sample	size	under	100	
participants	and	2	did	not	specify	the	sample	size.	
Discussion	4.
Contexts	of	use	4.1.
The	term	“multiliteracies”	was	coined	in	1994	by	the	New	London	Group,	a	group	of	educators	from	
a	variety	of	different	nations	and	backgrounds,	to	describe	the	“multiplicity	of	communications	
channels	and	media	[and]	the	increasing	salience	of	cultural	and	linguistic	diversity”	(Allison	2015).	
This	underlined	an	early	discussion	to	redefine	the	traditional	view	of	literacy	to	reflect	a	
changing	and	globalised	world	and	particularly,	the	ways	information	is	communicated	and	
represented	(Allison	2015;	Allison	and	Goldston	2018).	
The	suffix	“multi”	of	“multiliteracies”	emerged	from	two	views	of	literacy	as	“multiple”:	first,	
since	innovations	in	technology	changed	the	use	of	text	and	communication	in	a	variety	of	ways	that	
expanded	beyond	traditional	literacy	skills;	and	second,	because	societies	are	now	more	linguistically	
and	culturally	diverse	(Allison	2015).	Therefore,	literacy	in	its	broadest	sense	must	be	viewed	as	
multimodal,	multilingual	and	multicultural	(Allison	and	Goldston	2018).		
Multimodal	elements	associated	with	multiliteracies	have	been	identified	as	linguistic,	visual,	
audio,	gestural,	spatial,	tactile,	written,	as	well	as	combinations	of	any.	Multimodal	communication	
increased	through	technological	means,	especially	since	the	emergence	of	Information	
Communication	Technologies	(ICTs)	and	the	Internet	have	shifted	the	emphasis	of	literacy	away	
from	paper,	pencil	and	books	to	other	modalities	(Bavonese	2014).	
Multimodal	literacy,	therefore,	refers	to	the	use	of	different	modalities	to	communicate	an	
intended	message,	for	instance	through	print,	visual,	audio	and	electronic	means	(Jackson-Howard	
2015).	
In	science	literature	and	communication,	multimodal	representations	are	pervasive	as	texts,	
figures,	diagrams,	tables,	pictures,	symbols,	graphs	and	mathematical	equations,	to	cite	some	
examples	(Gunel,	Kingir,	and	Aydemir	2016;	Cho	and	Nam	2017).	
Scientific	literacy,	cultivated	through	student	communication	and	collaboration,	according	to	
Allison	(2015),	is	a	multiliteracy	that	has	not	been	considered	in	the	literature	but	that	should	be	an	
integral	component	of	overall	individual	literacy	in	the	21st	century.		
In	the	constantly	evolving	view	of	literacy,	in	fact,	the	lines	between	traditional	literacy,	
multiliteracies	and	scientific	literacy	blur	and	the	multiliteracies	framework	reshapes	traditional	
literacy	practices	to	include	an	increased	emphasis	on	multimodality	and	linguistic/cultural	diversity	
(Allison	and	Goldston	2018).	
Evidence	of	multiliteracies	in	the	classroom	includes,	but	is	not	limited	to,	technology	use,	
collaboration	with	peers	and	others	(e.g.	teacher,	parents,	administration,	community	members),	
problem-solving,	visual	literacy,	or	a	combination	of	communication	or	text	modes	(multimodality)	
(Allison	2015).	Multimodality	in	science	teaching	and	learning	occurs	in	a	variety	of	ways:	tools	for
10	
	
instruction,	student	interaction	and	the	creation	of	artefacts	(Allison	2015;	Allison	and	Goldston	
2018).	
Transmitting	academic	information	effectively	to	students	requires	different	types	of	
communicative	systems	or	modes	and	multimodal	literacy	is	one	such	system.	The	new	literacy	skills	
that	students	need	to	become	proficient	in	reading,	interpreting,	responding	to,	and	viewing	
multimodal	digital	texts	requires	teachers	to	understand	and	be	aware	of	the	ways	that	multimodal	
literacies	are	structured	and	understood	(Jackson-Howard	2015).	
Selected	studies	with	a	clear	focus	on	multiliteracy	include	the	works	of	Bavonese	(2014);	Allison	
(2015);	Savva	(2016)	and	Allison	and	Goldston	(2018).	
The	study	by	Bavonese	(2014)	examined	the	impact	of	a	multiliteracies	workshop	on	
technological	pedagogical	content	knowledge	(TPACK)	learning	in	a	sample	of	American	preservice	
teachers.	The	aim	was	to	shed	light	on	teachers’	understanding	of	the	relationships	between	
traditional	literacy,	pedagogy,	content	knowledge,	technology	and	multiliteracies.	
Within	the	context	of	teaching	and	learning	in	4th
	and	5th
	grade	American	science	classrooms,	
Allison	(2015)	explored	issues	of	multiliteracies	and	student	voice.	Briefly,	student's	voice	is	defined	
as	the	communication	and/or	ideas,	knowledge	and	feelings	of	students,	not	limited	to	strictly	oral	
communication,	that	can	be	expressed	through	dialogue,	written	work,	illustrations,	other	
multimodal	means,	or	even	through	silence.	The	study	explored	multiliteracies	as	they	influenced	
student	voice	and	social	processes	associated	with	the	teaching	and	learning	of	science	and	scientific	
practices	in	the	classrooms.		
Based	on	this	research	(Allison	2015),	Allison	and	Goldston	(2018)	presented	a	case	study	with	
the	focus	on	the	investigation	of	the	convergence	of	multiliteracies	and	scientific	practices	in	a	5th
	
grade	American	classroom;	while	Savva	(2016)	explored	the	potential	of	an	instructional	approach	
for	developing	museum-school	partnerships	to	empower	the	multiliteracy	experiences	of	students.	
The	study	is	based	on	an	improvement	of	an	environmental	education	curriculum	in	Cypriot	primary	
schools,	with	a	special	focus	on	the	engagement	of	culturally	and	linguistically	diverse	(CLD)	
students.	
The	reviewed	studies	that	are	more	focused	on	multimodalities	include	those	by	Gunel,	Kingir,	
and	Aydemir	(2016);	Nam	and	Cho	(2016);	Tolppanen,	Rantaniitty,	and	Aksela	(2016);	Cho	and	Nam	
(2017);	Gillies	and	Baffour	(2017);	Kim	(2017);	and	Townsend,	Brock,	and	Morrison	(2018).	
Tolppanen,	Rantaniitty,	and	Aksela	(2016)	sought	to	explore	Finnish	student	learning	from	a	
single	multimodal	science	writing	lesson	by	focusing	on	how	they	chose	to	represent	their	ideas	
multimodally,	similar	to	the	study	by	Cho	and	Nam	(2017),	which	examined	English	students’	use	of	
multimodal	representations	in	science.	In	the	Cho	and	Nam	(2017)	study,	secondary	school	students	
were	asked	to	explain	their	understanding	of	scientific	concepts	and	presentation	of	the	multimodal	
representations	in	a	science	Assessing	Pupils’	Progress	(APP)	task.	
In	a	previous	study,	Nam	and	Cho	(2016)	attempted	to	develop	and	implement	instruction	aimed	
at	helping	Korean	students	to	better	embed	multimodal	representations	in	their	science	writing	and	
thus	help	them	to	improve	their	understanding	of	science.	
The	purpose	of	the	research	presented	by	Gunel,	Kingir,	and	Aydemir	(2016)	aimed	to	investigate	
the	impact	of	embedding	multiple	modes	in	text	on	Turkish	student	learning	in	electrochemistry	and	
the	effect	of	writing-to-learn	activities	embedded	with	multiple	modes	of	representation.
11	
	
Kim	(2017)	drew	attention	to	the	exploration	of	interdisciplinary	multimodal	modelling	activities	
for	developing	a	participatory	learning	environment	in	an	informal	workshop	for	Special	Needs	
Students	in	Singapore.	The	study	aimed	to	examine	how	students	constructed	and	appropriated	
multimodal	models	to	develop	a	deeper	understanding	of	an	astronomical	concept.	
In	Australia,	Gillies	and	Baffour	(2017)	sought	to	determine	the	effects	of	teacher-introduced	
multimodal	representations	and	discourse	on	students’	task	engagement	and	scientific	language	
during	cooperative,	inquiry-based	science;	while,	in	the	United	States,	Townsend,	Brock,	and	
Morrison	(2018)	investigated	middle	school	students’	growth	in	scientific	academic	vocabulary	as	it	
related	to	their	teacher’s	instructional	practices	that	supported	academic	language	development.	
The	research	and	theory	of	the	study	were	based	on	effective	academic	vocabulary	instruction	and	
instruction	in	multiple	modalities.	
The	literature	developed	around	the	concepts	of	multiliteracies	and	multimodalities	is	vast	but,	
for	the	purpose	of	this	report,	only	a	selection	of	resources	was	reviewed	based	on	relevance.		
Two	studies	(Naylor	2015;	Palsa	and	Ruokamo	2015)	took	an	approach	around	the	term	
“multiliteracies”:	Naylor	(2015)	focused	on	the	concept	and	evolution	of	the	term	“multiliteracies”	
through	a	primary	focus	on	five	seminal	papers	and	with	secondary	references	to	the	more	general	
multiliteracies	literature;	and	Palsa	and	Ruokamo	(2015)	examined	the	research	literature	on	media	
literacy	and	multiliteracies,	analysing	and	comparing	the	nature	of	knowledge	constructed,	the	
varying	definitions	of	the	two	concepts	and	how	the	Finnish	core	curriculum	defined	them	with	
respect	to	research	literature.	
With	a	more	specific	focus	in	educational	contexts:	Cooper,	Lockyer,	and	Brown	(2013)	
conducted	an	investigation	on	the	learning	experiences	and	multiliteracy	outcomes	of	a	sample	of	
English	students	engaged	in	an	educational	programme	with	a	media-studies	focus;	Boivin	and	
colleagues	(2014)	aimed	to	assess	Malaysian	parents’	understanding	of	literacy	practices,	including	
emergent,	social	and	multiliteracy	practices	applied	at	home,	providing	examples	of	parent-teacher	
collaborations	to	increase	social	literacy	practices	towards	student	success	in	school;	Greco	(2015)	
presented	an	analytical	review	of	four	case	studies	and	explored	the	construct	of	multiliteracy	in	the	
hope	of	discovering	how	to	help	students	become	multiliterate	and	learn	the	many	literacies	
important	in	today’s	world;	and	Sang	(2017)	conceptualized	two	expanded	perspectives	of	literacy,	
‘New	Literacies’	and	‘Multiliteracies’,	to	understand	literacy	and	literacy	education	in	modern	society	
and	provide	theories	and	frameworks	for	scholars,	educators,	and	practitioners	in	the	field	of	
education.	
A	collection	of	contributions	on	the	application	of	the	pedagogy	of	multiliteracies	was	also	
presented	in	the	book	edited	by	Cope	and	Kalantzis	(2015),	who	are	two	of	the	original	members	of	
the	New	London	Group	that	coined	the	term	“multiliteracies”.	
Pereira,	Ramos,	and	Marsh	(2016)	presented	trainees’	research	papers	and	essays	of	a	Training	
School	held	as	part	of	a	European	Cooperation	in	Science	and	Technology	(COST)	action	called	“The	
Digital	Literacy	and	Multimodal	Practices	of	Young	Children	(DigiLitEY)”.	DigiLitEY	is	a	
multidisciplinary	European	research	network	aiming	to	examine	how	children’s	literacy	experiences	
and	learning	for	0-8	year	olds	are	being	shaped	by	changes	brought	about	by	the	digitisation	of	
communication.	
On	the	aspect	of	assessment	approaches	and	tools,	Jacobs	(2013)	presented	suggestions	for	the	
design	and	integration	of	a	multiliteracies	approach	to	assessment;	Dawson	and	Siemens	(2014)	
proposed	a	conceptual	framework	for	how	learning	analytics	could	assist	in	measuring	individual
12	
	
achievement	of	multiliteracies;	while	Buckley-Walker	and	colleagues	(2017)	developed	and	validated	
an	instrument	(the	online	multiliteracy	assessment,	o-Mlit)	which	used	a	variety	of	modes	to	assess	
students’	multiliteracy	skills	and	abilities	to	make	meaning	from	text,	sound,	image	and	video	in	an	
online	environment.	
In	terms	of	implications	for	health	literacy,	Parthasarathy	and	others	(2014)	examined	caregivers’	
multilingual	and	multimodal	literacy	and	its	relation	to	children’s	oral	health	in	Hong	Kong;	whereas	
Jackson-Howard	(2015)	investigated	teachers’	perceptions	of	the	effectiveness	of	multimodal	
literacies	on	adolescents’	overall	health	literacy	via	the	introduction	of	health	literacy	programmes	
into	an	urban	middle	school	curriculum	in	the	United	States.	The	study	also	focused	on	the	potential	
role	of	middle	school	teachers	by	identifying	their	perspectives	on	the	efficacy	of	multimodal	
literacies	to	improve	adolescent	health	literacy.	
Other	resources	revolving	around	the	concept	of	multiliteracies	and	multimodalities	in	science	
education	include	Murcia	(2014),	who	explored	and	documented	teacher	and	student	use	of	
interactive	whiteboard	(IWB)	technology	in	two	Australian	primary	science	classrooms;	Danielsson	
and	Selander	(2016),	who	presented	a	model	for	working	with	multimodal	texts	in	education	using	
examples	taken	from	Singaporean	and	Chilean	science	textbooks	in	order	to	demonstrate	the	
versatility	and	applicability	of	the	framework	across	different	cultural	contexts;	Tang	(2016)	reported	
on	a	case	study	of	classroom	practices	of	physics	and	chemistry	teachers	in	Singapore	to	better	
understand	how	disciplinary	literacy	is	currently	addressed	in	the	teaching	of	secondary	school	
science;	Van	Rooy	and	Chan	(2016)	investigated	the	use	of	multimodal	representations	to	assess	
biological	understanding	in	the	final	senior	secondary	school	public	examination	in	Australia;	Zhang	
(2016)	reported	the	results	of	an	ethnographic	study	about	multimodal	science	discourse	in	a	
sheltered	classroom	in	the	United	States	involving	English	Language	Learners	(ELLs);	Andrade	(2017)	
showed	how	multimodal	learning	analytics	(MMLA)	could	help	understand	how	elementary	students	
explore	the	ecology	concept	of	feedback	loops	using	an	embodied	simulation;	and	Buchholz	and	
Gibbons	Pyles	(2018),	reported	a	practical	case	of	teachers	integrating	an	authentic,	multimodal	
informational	text	before,	during,	and	after	a	field	trip	to	the	zoo	as	a	way	of	promoting	real-world	
scientific	literacy	with	young	students.	
	
Impacts	4.2.
The	impacts	identified	in	the	studies	were	organised	using	impact	categories	proposed	by	the	
evaluation	framework	of	the	National	Science	Foundation7
.	
4.2.1. Awareness,	knowledge	or	understanding	
In	the	research	by	Gunel,	Kingir,	and	Aydemir	(2016)	the	authors	observed	an	enhanced	awareness	
about	communicating	scientific	ideas	and	improvement	in	the	learning	outcomes	of	Turkish	students	
who	received	additional	multimodal	instructional	lessons,	thus	supporting	the	idea	that	when	
																																																													
7
	Friedman,	AJ,	Allen,	S,	Campbell,	PB,	Dierking,	LD,	Flagg,	BN,	Garibay,	C,	Korn,	R,	Silverstein,	G	and	Ucko,	DA.	“Framework	
for	evaluating	impacts	of	informal	science	education	projects.	Report	from	a	National	Science	Foundation	Workshop”	
(2008):	114.	http://www.informalscience.org/sites/default/files/Eval_Framework.pdf
13	
	
students’	understanding,	awareness	and	ability	to	effectively	use	multimodal	representations	were	
built,	their	conceptual	understanding	of	targeted	concepts	improved.	
Similarly,	results	of	the	study	by	Gillies	and	Baffour	(2017)	in	Australia	revealed	that	students	in	
the	very	effective	teachers’	classes	spent	significantly	more	time-on-task	and	used	significantly	more	
relevant	basic	and	scientific	language	to	explain	the	phenomena	they	were	investigating	in	
comparison	to	their	peers	in	the	effective	teachers’	classes.	These	behaviours	and	language	were	
associated,	according	to	the	researchers,	with	successful	learning	in	science.	
Other	positive	effects	were	observed	by	Townsend,	Brock,	and	Morrison	(2018),	Cho	and	Nam	
(2017)	and	Savva	(2016).	The	first	team	of	researchers	noticed	that	American	middle	students	
increased	their	knowledge	of	academic	vocabulary	supported	by	the	teacher’s	intentional	use	of	
multimodal	resources;	the	second	team	identified	that	multimodal	representations	encouraging	
lessons	had	a	significant	and	positive	effect	on	English	students'	understanding	of	scientific	concepts;	
whereas	the	Savva	(2016)	study	observed	improved	conceptual	understanding,	collaborative	work	
and	expanded	repertoires	of	literacy	in	the	majority	of	Cypriot	students	involved.	
Savva	(2016)	also	reported	improvement	in	terms	of	students’	learning	and	effective	outcomes,	
since	the	use	of	both	print	and	multimodal	modes	of	literacy	stimulated	student	awareness	and	
curiosity,	and	student	understanding	was	enhanced	through	reflective	self-evaluation	of	their	work	
and	performance	(Savva	2016).	
Bavonese	(2014)	observed	that	teachers	participating	in	the	multiliteracies	workshop	had	an	
increase	in	knowledge	and,	in	particular,	their	knowledge	of	teaching	and	technology	evolved.	A	
proposed	reason	behind	this	observation	was	that	the	preservice	teachers	who	participated	in	the	
workshop	began	to	conceptualize	the	TPACK	relationship	and	moved	toward	its	application,	thereby	
having	a	positive	impact	on	the	rating	of	their	knowledge	of	teaching	and	technology.	
4.2.2. Engagement	or	interest	
The	case	study	by	Allison	(2015)	in	the	United	States	revealed	that	students	participating	in	visual	
literacy	practices,	collaborative	exercises,	investigative	activities	and	technology	use	reported	feeling	
more	engaged	and	empowered	with	what	and	how	they	were	learning.	
The	Living	Museum	Partnership	(LMP)	programme	in	Cyprus	(Savva	2016)	reported	that	the	
systematic	use	of	multimodal	literacy	modes	resulted	in	increasing	students’	interest	to	participate	
in	the	proposed	activities.	Moreover,	students	engaged	with	museum	multiliteracy-based	activities	
in	meaningful	ways	which,	subsequently,	enhanced	their	learning.	
4.2.3. Attitude	
Teachers	participating	in	the	museum-school	programme	in	Cyprus	(Savva	2016)	perceived	positive	
changes	in	their	student’s	attitudes;	whereas	using	multiple	modes	of	representation	within	the	text	
in	a	non-traditional	writing	task	resulted,	among	other	outcomes,	in	positive	attitudes	of	Turkish	
students	toward	science	(Gunel,	Kingir,	and	Aydemir	2016).	
4.2.4. Behaviour	
No	behavioural	changes	were	clearly	reported	in	the	studies	analysed.
14	
	
4.2.5. Skills	
As	the	science	activities	were	enriched	with	multiliteracies,	particularly	in	the	use	of	information	
technologies,	and	scientific	practices,	American	students	were	engaged	in	developing	skills	and	
knowledge	central	to	being	scientifically	literate	(Allison	and	Goldston	2018).	Likewise,	improved	
science	literacy	skills	were	also	observed	in	Turkish	students	as	a	result	of	the	embedded	multimodal	
representations	(Gunel,	Kingir,	and	Aydemir	2016).	
4.2.6. Others	
Results	from	the	research	by	Allison	(2015)	in	an	American	science	classroom	reported	that,	among	
other	aspects,	students’	level	of	questioning	was	heightened	and	that	they	reported	feeling	a	sense	
of	ownership	of	their	learning.	Moreover,	the	classrooms	involved	in	the	study	were	enriched	with	
multiliteracies	that	served,	metaphorically,	as	breeding	grounds	for	student	voice.	
Savva	(2016)	observed	that	the	use	of	hands-on	activities	and	flexibility	in	undertaking	tasks	
provided	Cypriot	students	with	a	dynamic	role	as	they	had	opportunities	for	active	involvement	in	
the	development	of	conceptual	understanding.	Students	also	felt	empowered	as	they	contributed	to	
the	learning	process,	for	instance,	through	interaction	with	their	teachers,	materials	and	their	peers.	
In	the	study	in	England	by	Cho	and	Nam	(2017),	students	that	received	instruction	encouraging	
the	using	of	multimodal	representations	performed	better	than	the	ones	that	received	instruction	
with	traditional	teaching	methods,	and	moreover	expressed	scientific	concepts	better	and	
spontaneously	utilized	a	broader	integration,	accuracy	and	emphasis	in	representing	information.	
Furthermore,	it	was	observed	that	student	presentations	were	not	simply	listed	scientific	concepts,	
but	rather	showed	concepts	through	big	ideas.	
In	a	previous	study,	Nam	and	Cho	(2016)	reported	similar	results,	where	learning	using	multiple	
modes	for	representing	science	information	was	found	to	be	beneficial	for	conceptual	
understanding	by	Korean	students	and	that	students	were	better	at	utilizing	multimodal	
representations	in	their	written	products.	Students	that	received	instruction	encouraging	the	use	of	
multimodal	representations	extended	the	writing	task	to	include	a	much	broader	representational	
emphasis,	and	a	much	higher	level	of	cohesion	and	connection	than	between	alternative	modes	of	
representing	information	through	writing.	
Strengths	4.3.
Allison	(2015)	stated	that	multiliteracies	and	scientific	literacy	are	intertwined.	According	to	the	
researcher,	in	fact,	it	is	impossible	to	be	scientifically	literate	today	without	proficiency	in	
multiliteracies,	though	the	development	of	multiliteracies	can	occur	without	the	use	of	scientific	
practices	and	knowledge	of	science	content.	In	her	study,	teacher	and	student	perceptions	of	the	
interdependence	between	multiliteracies	and	scientific	literacy	promoted	the	notion	that	
multiliteracies	were	supported	and	developed	through	problem	and	inquiry-based	science	activities	
that	utilized	scientific	practices.	
This	aspect	was	also	prevalent	in	another	study,	that	of	Allison	and	Goldston	(2018)	who	stressed	
the	concept	that	characteristics	of	scientific	literacy,	by	their	intent	and	purpose,	are	a	form	of	
multiliteracy	in	elementary	classrooms.	The	teaching	and	learning	of	science	and	its	practices	for
15	
	
scientific	literacy	reinforced	the	development	of	broader	multiliteracies	and,	in	turn,	as	science	
activities	were	enriched	with	multiliteracies	and	scientific	practices,	students	were	engaged	in	
developing	skills	and	knowledge	central	to	being	scientifically	literate.	
The	study	by	Nam	and	Cho	(2016)	reported	that	involvement	of	students	in	multimodal	tasks	
helped	them	construct	a	richer	and	stronger	scientific	understanding.	In	particular,	when	students	
effectively	embedded	multiple	modes	with	text	and	organized	their	own	explanation	by	using	
scientific	language,	they	were	more	likely	to	engage	in	a	beneficial	cognitive	process	in	which	they	
more	deeply	and	accurately	assessed	their	own	understanding	of	a	concept	before	they	determined	
how	to	best	represent	this	concept	to	an	outside	audience	(e.g.	other	students)	(Nam	and	Cho	2016;	
Cho	and	Nam	2017).	The	activity	associated	with	effectively	embedding	multiple	modes	of	
representation	in	text	in	fact	encouraged	a	process	in	which	students	translated	the	information	
dealt	with	in	class	into	an	appropriate	“language”	for	their	own	understanding,	then	again	into	an	
appropriate	“language”	to	display	this	understanding	in	a	multimodal	representation	through	a	
writing	task	(Nam	and	Cho	2016).	
Similarly,	encouraging	students	to	understand	and	translate	modal	representations	in	chemistry	
and	using	them	to	communicate	scaffolded	conceptual	understanding	helped	their	comprehension	
of	a	topic	(Gunel,	Kingir,	and	Aydemir	2016).	
Integrating	writing-to-learn	strategies	with	multimodal	representations	could	provide	key	
opportunities	for	students	to	translate	between	different	modes	in	representing	scientific	concepts	
as	well	as	between	scientific	and	everyday	language.	Writing	allows	students	to	move	between	
different	modes	to	articulate	meaning	through	their	own	language.	As	students	move	between	this	
scientific	and	everyday	language,	they	re-represent	the	concepts	using	multiple	modes	(Gunel,	
Kingir,	and	Aydemir	2016).	
According	to	the	main	findings	of	a	case	study	presented	by	Kim	(2017),	the	central	benefits	of	
interdisciplinary	multimodal	modelling	activities	with	special	need	students	were	twofold.	Firstly,	
they	promoted	multiliteracies	development	using	digital	and	multimodal	resources	for	supporting	
the	emotional	and	social	experiences	in	developing	learners’	astronomical	understanding	and,	in	
addition,	they	integrated	learners’	everyday	experiences	with	scientific	astronomical	understanding	
for	the	development	of	higher	cognitive	functions.	
Weaknesses	4.4.
One	study	in	particular	(Tolppanen,	Rantaniitty,	and	Aksela	2016)	offered	multiple	considerations	on	
multimodalities.		
In	their	study,	the	researchers	observed	that,	although	a	single	lesson	on	multimodal	writing	
helped	students	understand	its	importance,	it	was	not	enough	for	students	to	fully	develop	an	
understanding	of	how	alternative	modes	should	be	integrated	in	a	way	that	leads	to	deeper	
understanding	(Tolppanen,	Rantaniitty,	and	Aksela	2016).	Moreover,	the	lesson	on	multimodal	
writing,	while	encouraging	the	use	of	more	modes,	did	not	encourage	their	more	effective	use	and	
integration	with	text.	Therefore,	further	research	on	how	to	emphasize	the	importance	of	effectively	
combining	text	and	alternative	modes	was	encouraged.	
Implementing	multimodal	writing	into	several	lessons	could	help	students	to	understand	the	role	
of	the	alternative	modes,	but	also	lesson	plans	should	be	modified	to	examine	which	teaching	
techniques	work	best	to	promote	this.
16	
	
Although	non-traditional	writing	and	modal	representations	were	said	to	provide	benefits	in	
science	education	and	science	literacy,	they	seem	to	have	limited	implementation	in	educational	
settings.	From	a	Turkish	educational	perspective,	the	use	of	non-traditional	writing	tasks	is	not	
common	for	several	reasons,	including	the	lack	of	understanding,	information	and	guidance	about	
how	to	effectively	implement	them.	Contrary	to	traditional	writing,	teachers	and	students	are	in	fact	
not	familiar	with	the	purposes	and	potential	benefit	of	alternative	writing	tasks.	Therefore,	teachers	
have	a	tendency	to	focus	on	drill	and	practice	approaches,	placing	too	much	emphasis	on	problem-
solving.	Broadening	the	teachers’	pedagogical	repertoire	with	non-traditional	writing	and	
multimodal	representations	may	not	only	improve	test	performance	but	also	build	the	science	
literacy	skills	of	the	students	(Tolppanen,	Rantaniitty,	and	Aksela	2016).	
Costs	and	feasibility	4.5.
Barriers	to	integrating	multiliteracies	and	scientific	practices	into	science	teaching	include	time,	
increased	standards	accountability	and	lack	of	comfort	with	the	effective	integration	of	technology	
(Allison	2015).	Allison	and	Goldston	(2018)	recommended	that	teachers	(in-service	and	pre-service)	
receive	meaningful	and	practical	professional	development	in	the	areas	of	scientific	literacy	and	
multiliteracies	and	their	intersection	with	readily	accessible	technologies.	
As	a	result	of	the	experience	gathered	through	the	process	of	analysis	of	several	mechanisms	of	
delivery	in	this	current	research,	the	positive	evaluation	of	e.g.	makerspace	and	videos	in	science	
literacy	might	assist	both	educational	and	non-formal	contexts	in	more	effectively	implementing	
multiliteracy	approaches.	
Suggestions	for	improved	methodologies	and	for	future	studies	4.6.
Introducing	modal	representations	with	popular	articles,	assigning	homework	such	as	writing	tasks	
and	holding	in-class	discussions	about	the	function	and	use	of	modal	representations	were	found	to	
generate	a	positive	impact	on	the	learning	process	and	the	perceptions	of	students.	Therefore,	
multimodal	instruction	could	be	an	appropriate	way	for	teachers	to	improve	pedagogical	
implementation	(Gunel,	Kingir,	and	Aydemir	2016).	
Educational	practices	should	keep	pace	with	student	access	to	information	and	the	evolving	
world	around	them.	The	primary	emphasis	in	science,	traditionally	being	placed	on	content,	must	
shift	to	an	emphasis	on	process,	practices	and	real-world	applications	(Allison	2015).	Allison	(2015)	
additionally	suggested	that	the	challenge	does	not	lie	in	convincing	students	to	explore	science	in	a	
new	way,	but	on	encouraging	teachers,	administrators,	and	policy-makers	to	envision	a	new	system	
of	education	where	content	is	one	goal,	but	not	the	primary	goal.	The	primary	goal	should	be	to	
inspire	a	passion	for	learning,	solving	problems	and	asking	questions;	this	requires	interacting	with	a	
vast	array	of	resources	including	peers,	technological	tools,	community	members	and	the	natural	
world.	
Further	research	on	the	link	between	students’	writing	skills	and	the	use	of	alternative	modes	will	
be	required	to	determine	how	to	design	more	effectively	instruction	that	encourages	effective	
multimodal	writing	for	students	of	differing	writing	ability	levels	(Tolppanen,	Rantaniitty,	and	Aksela	
2016),	as	well	as	the	investigation	on	multimodal	representations	as	scientific	language	and	design	
teaching	strategies	(Cho	and	Nam	2017).
17	
	
Finally,	Tolppanen,	Rantaniitty,	and	Aksela	(2016)	highlighted	how	crucial	it	is	to	disseminate	
information	about	the	associated	benefits	of	multimodal	writing	such	as	skills	development	and	
science	learning	outcomes	in	high-stake	test-based	educational	settings,	such	as	the	system	in	
Turkey,	since	academic	test	performance	is	the	driving	force	for	in-class	implementation	and	
pedagogical	approaches	in	such	systems.	
Conclusions	and	overview	5.
Innovations	in	technology	have	made	the	world	globally	connected,	while	at	the	same	time	locally	
diverse	(Allison	2015)	and	have	changed	the	way	people	are	able	to	read,	write,	and	communicate	
(Bavonese	2014).	As	a	result,	a	new	strand	of	literacy,	multiliteracies,	includes	multimodal	elements	
as	a	way	to	make	and	create	meaning	of	communication	from	a	variety	of	modes	(Bavonese	2014;	
Buckley-Walker	et	al.	2017).	Multiliteracies	also	takes	account	of	the	increasing	cultural	and	linguistic	
diversity	(Allison	2015;	Allison	and	Goldston	2018).	
Evolving	technologies	and	globalisation	present	educators	with	the	challenge	of	creating	learning	
experiences	to	help	students	develop	competencies	to	enable	them	to	function	successfully	in	a	
dynamic	society	(Cooper,	Lockyer,	and	Brown	2013).	
Instead	of	traditional	teacher-centred	classrooms	and	alphabet-based	literacy	learning,	
multiliteracies	are	associated	with	a	participatory	culture	that	engages	readers	and	writers	in	
multimodalities	along	with	available	languages,	symbols	and	technology.	
While	the	fundamentals	of	reading	and	writing	did	not	change,	multiliteracies	brought	about	
modes	of	composing	and	reading	that	are	different	from	paper-based	mediums	(Bavonese	2014).	
Although	technology	is	more	influential	in	classrooms,	multiliteracies	are	not	limited	to	merely	
the	use	of	technological	tools,	but	rather	the	skills	in	communication	and	thinking	that	are	necessary	
because	of	the	increasing	use	of	new	technologies	(Allison	2015).	
Today’s	learner	is	expected	to	be	multiliterate,	able	to	integrate	creativity,	think	independently,	
collaborate,	present	diverse	views;	think	and	communicate	in	new	ways;	analyse	and	construct	
meaning	from	information	in	a	variety	of	media	and	circumstances	(Cooper,	Lockyer,	and	Brown	
2013;	Allison	2015).	
In	elementary	science	education,	multiliteracies	play	an	increasingly	important	role	by	enabling	
new	ways	for	students	to	interact	not	only	with	science	content	and	scientific	practices,	but	with	
each	other,	the	teacher,	and	the	larger	global	community	(Allison	2015).	
Educational	programmes	underpinned	by	multiliteracy	pedagogy	supported	by	technology	can	
provide	meaningful	learning	experiences	for	students	whilst	achieving	focused	learning	outcomes.	
For	this	to	occur,	important	factors	such	as	teacher	technology	competencies	and	expertise,	access	
and	integration	of	technology,	facilitation	of	effective	learning	scaffolds	(Cooper,	Lockyer,	and	Brown	
2013),	inquiry-based,	collaborative	and	technology-rich	experiences	(Allison	2015)	need	to	be	
addressed.
18	
	
APPENDIX	A:	Example	of	data	input	mask
19	
	
	
	
Extracted	from:	
Nicklas,	Theresa,	Sandra	Lopez,	Yan	Liu,	Rabab	Saab,	and	Robert	Reiher.	“Motivational	Theater	to	
Increase	Consumption	of	Vegetable	Dishes	by	Preschool	Children.”	International	Journal	of	
Behavioral	Nutrition	and	Physical	Activity	14	(February	7,	2017):	16.	https://doi.org/10.1186/s12966-
017-0468-0.
20	
	
APPENDIX	B:	Bibliography	
Impact	assessments	
	
Allison,	Elizabeth	Rowland.	“Exploring	Multiliteracies,	Student	Voice,	and	Scientific	Practices	in	Two	
Elementary	Classrooms.”	PhD	thesis,	The	University	of	Alabama,	2015.	
http://adsabs.harvard.edu/abs/2015PhDT.......104A.	
Allison,	Elizabeth,	and	M.	Jenice	Goldston.	“Modern	Scientific	Literacy:	A	Case	Study	of	
Multiliteracies	and	Scientific	Practices	in	a	Fifth	Grade	Classroom.”	Journal	of	Science	Education	
and	Technology	27,	no.	3	(June	2018):	270–83.	https://doi.org/10.1007/s10956-017-9723-z.	
Bavonese,	Janet	Leigh.	“Determining	the	Impact	of	a	Multiliteracies	Workshop	on	TPACK	Knowledge	
of	Elementary	Preservice	Teachers.”	Master’s	thesis,	University	of	Alabama	Libraries,	2014.	
http://ir.ua.edu/handle/123456789/2155.	
Cho,	Hye	Sook,	and	Jeonghee	Nam.	“Analysis	of	Students	Use	of	Multimodal	Representations	in	a	
Science	Formative	Assessment	(Assessing	Pupils’	Progress,	APP)	Task	in	the	UK.”	Journal	of	the	
Korean	Chemical	Society	61,	no.	4	(2017):	211–17.	
http://dx.doi.org/10.5012/jkcs.2017.61.4.211.	
Gillies,	Robyn	M.,	and	Bernard	Baffour.	“The	Effects	of	Teacher-Introduced	Multimodal	
Representations	and	Discourse	on	Students’	Task	Engagement	and	Scientific	Language	during	
Cooperative,	Inquiry-Based	Science.”	Instructional	Science	45,	no.	4	(August	2017):	493–513.	
https://doi.org/10.1007/s11251-017-9414-4.	
Gunel,	Murat,	Sevgi	Kingir,	and	Nurdane	Aydemir.	“The	Effect	of	Embedding	Multimodal	
Representation	in	Non-Traditional	Writing	Task	on	Students’	Learning	in	Electrochemistry.”	In	
Using	Multimodal	Representations	to	Support	Learning	in	the	Science	Classroom,	edited	by	Brian	
Hand,	Mark	McDermott,	and	Vaughan	Prain,	59–75.	Cham:	Springer	International	Publishing,	
2016.	https://doi.org/10.1007/978-3-319-16450-2_4.	
Kim,	Mi	Song.	“Multimodal	Modeling	Activities	with	Special	Needs	Students	in	an	Informal	Learning	
Context:	Vygotsky	Revisited.”	Eurasia	Journal	of	Mathematics,	Science	and	Technology	
Education	13,	no.	6	(June	15,	2017):	2133–54.	https://doi.org/10.12973/eurasia.2017.01218a.	
Nam,	Jeonghee,	and	Hyesook	Cho.	“Examining	the	Impact	of	Multimodal	Representation	Instruction	
on	Students’	Learning	of	Science.”	In	Using	Multimodal	Representations	to	Support	Learning	in	
the	Science	Classroom,	edited	by	Brian	Hand,	Mark	McDermott,	and	Vaughan	Prain,	117–33.	
Cham:	Springer	International	Publishing,	2016.	https://doi.org/10.1007/978-3-319-16450-2_7.	
Savva,	Stefania.	“The	Potential	of	a	Museum-School	Partnership	to	Support	Diversity	and	
Multiliteracies-Based	Pedagogy	for	the	21st	Century.”	PhD	thesis,	University	of	Leicester,	2016.	
https://lra.le.ac.uk/handle/2381/38818.	
Tolppanen,	Sakari,	Toni	Rantaniitty,	and	Maija	Aksela.	“Effectiveness	of	a	Lesson	on	Multimodal	
Writing.”	In	Using	Multimodal	Representations	to	Support	Learning	in	the	Science	Classroom,	
edited	by	Brian	Hand,	Mark	McDermott,	and	Vaughan	Prain,	39–57.	Cham:	Springer	
International	Publishing,	2016.	https://doi.org/10.1007/978-3-319-16450-2_3.	
Townsend,	Dianna,	Cynthia	Brock,	and	Jennifer	D.	Morrison.	“Engaging	in	Vocabulary	Learning	in	
Science:	The	Promise	of	Multimodal	Instruction.”	International	Journal	of	Science	Education	40,	
no.	3	(February	11,	2018):	328–47.	https://doi.org/10.1080/09500693.2017.1420267.
21	
	
	
Descriptive	resources	
	
Andrade,	Alejandro.	“Understanding	Student	Learning	Trajectories	Using	Multimodal	Learning	
Analytics	within	an	Embodied-Interaction	Learning	Environment.”	In	Proceedings	of	the	Seventh	
International	Learning	Analytics	&	Knowledge	Conference	on	-	LAK	’17,	70–79.	Vancouver,	
British	Columbia,	Canada:	ACM	Press,	2017.	https://doi.org/10.1145/3027385.3027429.	
Boivin,	Nettie,	Rozanna	Noraini	Albakri,	Zuraiyah	Bt	Mohd	Yunus,	Hendon	Mohammed,	and	Nirmala	
Muniandy.	“Assessing	Emergent,	Social,	and	Multiliteracy	Practices	in	Urban	Malaysian	Homes.”	
Malaysian	Journal	of	ELT	Research	10,	no.	2	(October	30,	2016):	21.	
Buchholz,	Beth	A.,	and	Damiana	Gibbons	Pyles.	“Scientific	Literacy	in	the	Wild:	Using	Multimodal	
Texts	in	and	out	of	School.”	Reading	Teacher	72,	no.	1	(2018):	61–70.	
https://doi.org/10.1002/trtr.1678.	
Buckley-Walker,	Kellie,	Jim	Tognolini,	Lori	Lockyer,	Ian	Brown,	and	Peter	Caputi.	“Evaluating	the	
Validity	of	the	Online	Multiliteracy	Assessment	Tool.”	Australian	Journal	of	Education	61,	no.	3	
(November	2017):	305–27.	https://doi.org/10.1177/0004944117729056.	
Cooper,	Natalie,	Lori	Lockyer,	and	Ian	Brown.	“Developing	Multiliteracies	in	a	Technology-Mediated	
Environment.”	Educational	Media	International	50,	no.	2	(June	2013):	93–107.	
https://doi.org/10.1080/09523987.2013.795350.	
Cope,	Bill,	and	Mary	Kalantzis.	A	Pedagogy	of	Multiliteracies:	Learning	by	Design.	Springer,	2016.	
Danielsson,	Kristina,	and	Staffan	Selander.	“Reading	Multimodal	Texts	for	Learning	–	a	Model	for	
Cultivating	Multimodal	Literacy.”	Designs	for	Learning	8,	no.	1	(August	17,	2016):	25–36.	
https://doi.org/10.16993/dfl.72.	
Dawson,	Shane,	and	George	Siemens.	“Analytics	to	Literacies:	The	Development	of	a	Learning	
Analytics	Framework	for	Multiliteracies	Assessment.”	International	Review	of	Research	in	Open	
and	Distance	Learning	15,	no.	4	(September	2014):	284–305.	
Greco,	Daniel	C.	“Multiliteracies:	Bringing	Multimodality	into	Schools.”	Master’s	thesis,	The	College	
at	Brockport:	State	University	of	New	York,	2015.	
https://digitalcommons.brockport.edu/ehd_theses/630.	
Jackson-Howard,	Cynthia	Darlene.	“Teachers’	Perceptions	of	Multimodal	Literacies	in	Middle	School	
Health	Literacy	Programs.”	PhD	thesis,	Walden	University,	2015.	
https://scholarworks.waldenu.edu/dissertations/322.	
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