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TEEM16	– Track 3
University of	Salamanca
Title of	paper:
Determining factors in	acceptance of	ict by the university faculty in	
their teaching practice
Authors:
Gustavo	Orozco,	Marcos	Cabezas,	Fernando	Martínez,	
Jorge	Delgado	y	María	Eugenia	Solís
November,	2016
TEEM16	– Track 3
• High	education requires changes
regarding administrative,	academic
and	research changes to	adapt to	
the Society of	Knowledge
• The ICT yand its multiplicity of	
uses	makes the lecturer develop
competences in	the teaching
practice
• The teacher attitude is essential to	
facilitate the use	of	ICT	in	his/her
teaching practice
Introduction
Source:	http://www.losandes.com.ar/files/image/16/08/image57a52d20a46a79.45194874.jpg
TEEM16	– Track 3
• Determine	the factors that
influence in	the use	and	
acceptation of	ICT	among the
lecturers in	the National
University of	Chimborazo	
regarding the teaching practice
Objetive
Source:	http://ined21.com/wp-content/uploads/LAS-TIC-3-MITOS-Magazine-INED211.jpg
TEEM16	– Track 3
1. Does	the	age,	the	gender,	the	level	of	education,	the	knowledge	
areas,	digital	competences	of	the	professor	influence	the	use,	
acceptance	and	appropriation	of	ICT	in	their	teaching	practice?	
2. Do	facilitating	conditions	influence	the	faculty’s	use,	acceptance	
and	appropriation	of	ICT	within	their	teaching	practice?	
3. What	perception	do	the	faculty	have	of	usefulness,	ease	of	use,	
level	of	use	and	intent	of	use	within	their	teaching	practice?
Research	questions
TEEM16	– Track 3
Theoretical basis
• El	TAM is a	model designed to	explain the process of	technological
acceptance,	that comes	from two concepts:	Use	is shown and	ease to	use	it
is perceived (Sánchez,	Olmos	y	García-Peñalvo,	2015)
Source:	Adapted	model	of	Venkatesh &	Bala (2008)
TEEM16	– Track 3
• Systematic
revision of	
literature
State of	the
Cuestion
• Non
experimental	
transversal	
design
Cuantitative
Focus
• Exploratory
• Descriptive
• Correlational
Type of	
research
•178 lecturers of	
the National
University of		
Chimborazo
Sample
• Questionaire of	
50	items divided
in		10	
dimensions
Instruments
Methodology
TEEM16	– Track 3
Results
• Characteristics	of	the	sample
58%
42%
Sample
Males Females
11.2
41
34.3
12.9
0.6
0
5
10
15
20
25
30
35
40
45
Less	than	30	
years
Between	31	
and	40	years
Betwee	41	and	
50	years
Between	51	
and	60	years
More	than	61	
years
Age	of	the	teaching
TEEM16	– Track 3
Results
• Characteristics	of	the	sample
4.5
11.2
84.3
0 20 40 60 80 100
Part	time
Half	time
Full	time
Time	dedicated	of	the	teaching
41
25.8
27.5
3.4
2.2
0 10 20 30 40 50
Less	than	5	years
From	5	to	10	years
From	11	to	20	years
From	21	to	30	years
More	than	30	years
University	teaching	experience
8.4
0.6
3.4
76.4
10.7
0.6
0 20 40 60 80 100
Neither
Diplomat
Specialty
Master
PHD
Posdoc
Level	of	study
32.6
19.7
17.4
16.3
10.7
3.4
0 10 20 30 40
Social	Sciences,	Economic	…
Engineering
Health	Sciences
Arts	and	Humanities	
Sciences
Other
Field	of	study
TEEM16	– Track 3
Results
Frequency	of	Use	of	ICT
Item 𝑿" SX
Never
Sometimes
Regularly
Often
Very	Often
0
(%)
1
(%)
2
(%)
3
(%)
4
(%)
Designing	my	courses 2,88 1,13 1,7 13,5 20,2 24,7 39,9
Prepare	class 3,18 0,94 1,1 5,1 14,6 33,1 46,1
Deliver	classes 2,99 1,05 2,2 7,3 20,2 29,8 40,4
Presenting	material	to	a	group 3,03 1,04 2,2 7,3 17,4 31,5 41,6
Tutoring	students 2,51 1,21 6,7 15,2 23,6 29,2 25,3
Evaluating	student 2,62 1,25 5,6 16,3 21,3 24,2 32,6
Consulting	specialised	databases 2,11 1,40 17,4 18,0 23,0 19,1 22,5
Use	of	electronic	sources	of	information	 2,79 1,89 6,2 8,4 20,8 29,8 34,8
Total 2,76 0,90
Frequency	of	Use	of	ICT	of	the	faculty	within	their	teaching	practice
TEEM16	– Track 3
Results
Perception	of	usefulness	of	ICT
Item 𝑿" SX
Totally	
disagree	
Disagree
Impartial
Agree
Totally	
agree
1
(%)
2
(%)
3
(%)
4
(%)
5
(%)
Allows	me	to	be	more	efficient	in	the	
classes	I	deliver
4,18 0,99 4,5 2,2 7,3 42,7 43,3
Saves	me	times	with	the	
development	of	activities	associated	
with	teaching	practice
4,14 1,06 5,1 3,4 9,0 37,6 44,9
Favours	my	communication	and	
interaction	with	students
4,23 0,98 5,1 1,7 3,9 43,8 45,5
In	general,	I	consider	ICT	to	be	useful	
for	teaching
4,31 0,99 5,6 0,6 3,4 38,2 52,2
Total 4,21 0,91
Descriptors	of	the	usefulness	of	ICT	among	the	faculty
TEEM16	– Track 3
Results
Perception	of	ease	of	ICT
Ítem 𝑿" SX
Totally	
disagree	
Disagree
Impartial
Agree
Totally	agree
1
(%)
2
(%)
3
(%)
4
(%)
5
(%)
I	find	it	easy	to	learn	to	use	ICT 3,98 1,08 5,6 5,1 10,7 43,3 35,4
I	find	it	easy	to	integrate	ICT	into	teaching 3,94 1,08 5,6 5,6 10,7 45,5 32,6
I	find	it	easy	to	ensure	that	ICT	does	that	I	
want	it	to
3,63 1,12 6,7 8,4 21,9 41,0 21,9
In	general,	I	consider	ICT	easy	to	use 3,81 1,11 6,7 7,3 10,1 50,0 25,8
Total 3,84 1,05
Descriptors	of	the	perception	of	the	ease	of	use	of	ICT	among	university	faculty
TEEM16	– Track 3
Results
Perception	of	the	Intent	of	Use	of	ICT
Ítem 𝑿" SX
Totally	
disagree	
Disagree
Impartial
Agree
Totally	
agree
1
(%)
2
(%)
3
(%)
4
(%)
5
(%)
I	intent	to	develop	innovative	educational	
practices	in	the	classroom	with	ICT
3,98 1,08 5,6 5,1 10,7 43,3 35,4
I	plan	to	dedicate	time	to	use	ICT	within	my	
teaching
3,94 1,08 5,6 5,6 10,7 45,5 32,6
I	think	that	in	the	future	I	will	apply	ICT	in	the	
classroom
3,63 1,12 6,7 8,4 21,9 41,0 21,9
In	general,	I	am	going	to	use	ICT	in	my	
teaching	practice
3,81 1,11 6,7 7,3 10,1 50,0 25,8
Total 3,84 1,05
Descriptors	of	the	perception	of	intention	of	the	use	of	ICT	among	the	university	faculty
TEEM16	– Track 3
Results
Digital	Competence
Dimension 𝑿" SX
Technical	Aspects 2,69 0,69
Pedagogical	Aspects	– Knowledge 2,43 0,66
Pedagogical	Aspects	– Use 2,16 0,74
Techno	pedagogical	Aspects	- Knowledge 2,38 0,79
Techno	pedagogical	Aspects	– Use 2,09 0,86
Legal,	ethical	and	social	Aspects	 2,65 0,81
Academic	Management	and	professional	development	 2,29 0,87
Descriptors	of	the	faculty’s	digital	competences
TEEM16	– Track 3
Results
Institutional	Support	(Enabling	Conditions)
Ítem 𝑿" SX
Totally	
disagree	
Disagree
Impartial
Agree
Totally	agree
1
(%)
2
(%)
3
(%)
4
(%)
5
(%)
Conozco las TIC de las que puedo disponer en
mi institución para la práctica docente
3,73 1,14 7,9 7,9 10,7 50,6 23,0
La institución ofrece apoyo para integrar las
TIC a mi práctica docente
3,62 1,15 6,7 12,4 14,0 45,5 21,3
La capacitación que ofrece la institución para el
uso de las TIC es pertinente
3,34 1,22 10,1 16,3 19,1 38,8 15,7
Los horarios de los cursos que ofrece la
institución son adecuados
3,17 1,23 13,5 15,2 24,7 34,3 12,4
Total 3,41 1,04
Descriptors	of	the	institutional	support	that	the	faculty	perceives
TEEM16	– Track 3
Results
Correlational	study	between	variables	and	
TAM	model
Relation	between	individual	differences	among	the	faculty	and	
the	perception	of	usefulness	of	ICT
rxy p-valor
Age ,099 ,188
Gender -,087 ,250
Time	Dedicated -,071 ,345
Experience	at	university	teaching	 ,118 ,117
Level	of	studies ,056 ,459
Digital	Competences	in	technical	aspects ,075 ,321
Digital	competences	in	pedagogical	aspects	– Knowledge ,112 ,138
Digital	Competences	in	Pedagogical	aspects	– Use ,051 ,501
Digital	competences	in	Techno-pedagogical	aspects– Knowledge ,165* ,028
Digital	Competences	in	Tecno-pedagogical	Aspects	– Use ,185* ,013
Digital	Competences	in	Social,	Ethical	and	Legal	aspects	 ,153* ,041
Digital	Competences	in	aspects	of	academic	management	and	
professional	development	
,158* ,035
Institutional	Support ,414** <,001
TEEM16	– Track 3
Results
Correlational	study	between	variables	and	
TAM	model
Relationship	between	the	individual	differences	of	the	faculty	and	
their	perception	of	ease	of	use	of	ICT
rxy p-valor
Age ,020 ,788
Gender -,129 ,087
Time	dedicated -,006 ,933
Teaching	experience	 ,094 ,211
Academic	level ,072 ,337
Digital	Competences	in	technical	aspects	– Knowledge ,289** <,001
Digital	Competences	in	Pedagogical	Aspects	– Knowledge ,293** <,001
Digital	Competences	in	Pedagogical	Aspects	– Use ,208** ,005
Digital	Competences	in		techno	pedagogical	Aspects	– Knowledge ,318** <,001
Digital	Competences	in		techno	pedagogical	Aspects	– Use ,263** <,001
Digital	Competences	in	Social,	Ethical	and	Legal	Aspects ,222** ,003
Digital	Competences	in	academic	management	aspects	and	
professional	development
,276** <,001
Institutional	Support ,433** <,001
TEEM16	– Track 3
Results
Correlational	study	between	variables	and	
TAM	model
Relation	between	the	perception	of	usefulness,	ease	of	use,	
intent	to	use	and	regular	use
rxy p-valor
Usefulness – ease of use ,771** <,001
Usefulness – Intent to use ,825** <,001
Ease of use – Intent to use ,776** <,001
Intention of use – Regular use ,208** ,005
TEEM16	– Track 3
Conclusions
• The age, educational level and experience of the teaching staff has
a direct relation in the perception of utility and ease to use it but it
is not significant and an inverse relation with the time devoted to it
• The Digital Competences in all their dimension except the technical
and pedagogyal aspect ( influence at a low level) have a direct
relation for the perception of use and the perception of ease to use
and is significant.
• The Institutional Support has a direct relation in the perception of
use and the perception of ease to use and it is significant .
TEEM16	– Track 3
Conclusions
• The perception of the teaching staff of UNACH about utility, ease to
use and willing to use is high and it can be relevant for new devices
of ITC n the teaching practice because the relations among
variables are direct and significant.
• The teaching staff of the National University of Chimborazo, accept
the use of ICT in their teaching practice.
• The data obtained in this research are very important for new
training processes in the use of technologycal resources in the
teaching practice .
TEEM16	– Track 3
Acknowledgments

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Determining factors in acceptance of ICT by university faculty in their teaching practice

  • 1. TEEM16 – Track 3 University of Salamanca Title of paper: Determining factors in acceptance of ict by the university faculty in their teaching practice Authors: Gustavo Orozco, Marcos Cabezas, Fernando Martínez, Jorge Delgado y María Eugenia Solís November, 2016
  • 2. TEEM16 – Track 3 • High education requires changes regarding administrative, academic and research changes to adapt to the Society of Knowledge • The ICT yand its multiplicity of uses makes the lecturer develop competences in the teaching practice • The teacher attitude is essential to facilitate the use of ICT in his/her teaching practice Introduction Source: http://www.losandes.com.ar/files/image/16/08/image57a52d20a46a79.45194874.jpg
  • 3. TEEM16 – Track 3 • Determine the factors that influence in the use and acceptation of ICT among the lecturers in the National University of Chimborazo regarding the teaching practice Objetive Source: http://ined21.com/wp-content/uploads/LAS-TIC-3-MITOS-Magazine-INED211.jpg
  • 4. TEEM16 – Track 3 1. Does the age, the gender, the level of education, the knowledge areas, digital competences of the professor influence the use, acceptance and appropriation of ICT in their teaching practice? 2. Do facilitating conditions influence the faculty’s use, acceptance and appropriation of ICT within their teaching practice? 3. What perception do the faculty have of usefulness, ease of use, level of use and intent of use within their teaching practice? Research questions
  • 5. TEEM16 – Track 3 Theoretical basis • El TAM is a model designed to explain the process of technological acceptance, that comes from two concepts: Use is shown and ease to use it is perceived (Sánchez, Olmos y García-Peñalvo, 2015) Source: Adapted model of Venkatesh & Bala (2008)
  • 6. TEEM16 – Track 3 • Systematic revision of literature State of the Cuestion • Non experimental transversal design Cuantitative Focus • Exploratory • Descriptive • Correlational Type of research •178 lecturers of the National University of Chimborazo Sample • Questionaire of 50 items divided in 10 dimensions Instruments Methodology
  • 7. TEEM16 – Track 3 Results • Characteristics of the sample 58% 42% Sample Males Females 11.2 41 34.3 12.9 0.6 0 5 10 15 20 25 30 35 40 45 Less than 30 years Between 31 and 40 years Betwee 41 and 50 years Between 51 and 60 years More than 61 years Age of the teaching
  • 8. TEEM16 – Track 3 Results • Characteristics of the sample 4.5 11.2 84.3 0 20 40 60 80 100 Part time Half time Full time Time dedicated of the teaching 41 25.8 27.5 3.4 2.2 0 10 20 30 40 50 Less than 5 years From 5 to 10 years From 11 to 20 years From 21 to 30 years More than 30 years University teaching experience 8.4 0.6 3.4 76.4 10.7 0.6 0 20 40 60 80 100 Neither Diplomat Specialty Master PHD Posdoc Level of study 32.6 19.7 17.4 16.3 10.7 3.4 0 10 20 30 40 Social Sciences, Economic … Engineering Health Sciences Arts and Humanities Sciences Other Field of study
  • 9. TEEM16 – Track 3 Results Frequency of Use of ICT Item 𝑿" SX Never Sometimes Regularly Often Very Often 0 (%) 1 (%) 2 (%) 3 (%) 4 (%) Designing my courses 2,88 1,13 1,7 13,5 20,2 24,7 39,9 Prepare class 3,18 0,94 1,1 5,1 14,6 33,1 46,1 Deliver classes 2,99 1,05 2,2 7,3 20,2 29,8 40,4 Presenting material to a group 3,03 1,04 2,2 7,3 17,4 31,5 41,6 Tutoring students 2,51 1,21 6,7 15,2 23,6 29,2 25,3 Evaluating student 2,62 1,25 5,6 16,3 21,3 24,2 32,6 Consulting specialised databases 2,11 1,40 17,4 18,0 23,0 19,1 22,5 Use of electronic sources of information 2,79 1,89 6,2 8,4 20,8 29,8 34,8 Total 2,76 0,90 Frequency of Use of ICT of the faculty within their teaching practice
  • 10. TEEM16 – Track 3 Results Perception of usefulness of ICT Item 𝑿" SX Totally disagree Disagree Impartial Agree Totally agree 1 (%) 2 (%) 3 (%) 4 (%) 5 (%) Allows me to be more efficient in the classes I deliver 4,18 0,99 4,5 2,2 7,3 42,7 43,3 Saves me times with the development of activities associated with teaching practice 4,14 1,06 5,1 3,4 9,0 37,6 44,9 Favours my communication and interaction with students 4,23 0,98 5,1 1,7 3,9 43,8 45,5 In general, I consider ICT to be useful for teaching 4,31 0,99 5,6 0,6 3,4 38,2 52,2 Total 4,21 0,91 Descriptors of the usefulness of ICT among the faculty
  • 11. TEEM16 – Track 3 Results Perception of ease of ICT Ítem 𝑿" SX Totally disagree Disagree Impartial Agree Totally agree 1 (%) 2 (%) 3 (%) 4 (%) 5 (%) I find it easy to learn to use ICT 3,98 1,08 5,6 5,1 10,7 43,3 35,4 I find it easy to integrate ICT into teaching 3,94 1,08 5,6 5,6 10,7 45,5 32,6 I find it easy to ensure that ICT does that I want it to 3,63 1,12 6,7 8,4 21,9 41,0 21,9 In general, I consider ICT easy to use 3,81 1,11 6,7 7,3 10,1 50,0 25,8 Total 3,84 1,05 Descriptors of the perception of the ease of use of ICT among university faculty
  • 12. TEEM16 – Track 3 Results Perception of the Intent of Use of ICT Ítem 𝑿" SX Totally disagree Disagree Impartial Agree Totally agree 1 (%) 2 (%) 3 (%) 4 (%) 5 (%) I intent to develop innovative educational practices in the classroom with ICT 3,98 1,08 5,6 5,1 10,7 43,3 35,4 I plan to dedicate time to use ICT within my teaching 3,94 1,08 5,6 5,6 10,7 45,5 32,6 I think that in the future I will apply ICT in the classroom 3,63 1,12 6,7 8,4 21,9 41,0 21,9 In general, I am going to use ICT in my teaching practice 3,81 1,11 6,7 7,3 10,1 50,0 25,8 Total 3,84 1,05 Descriptors of the perception of intention of the use of ICT among the university faculty
  • 13. TEEM16 – Track 3 Results Digital Competence Dimension 𝑿" SX Technical Aspects 2,69 0,69 Pedagogical Aspects – Knowledge 2,43 0,66 Pedagogical Aspects – Use 2,16 0,74 Techno pedagogical Aspects - Knowledge 2,38 0,79 Techno pedagogical Aspects – Use 2,09 0,86 Legal, ethical and social Aspects 2,65 0,81 Academic Management and professional development 2,29 0,87 Descriptors of the faculty’s digital competences
  • 14. TEEM16 – Track 3 Results Institutional Support (Enabling Conditions) Ítem 𝑿" SX Totally disagree Disagree Impartial Agree Totally agree 1 (%) 2 (%) 3 (%) 4 (%) 5 (%) Conozco las TIC de las que puedo disponer en mi institución para la práctica docente 3,73 1,14 7,9 7,9 10,7 50,6 23,0 La institución ofrece apoyo para integrar las TIC a mi práctica docente 3,62 1,15 6,7 12,4 14,0 45,5 21,3 La capacitación que ofrece la institución para el uso de las TIC es pertinente 3,34 1,22 10,1 16,3 19,1 38,8 15,7 Los horarios de los cursos que ofrece la institución son adecuados 3,17 1,23 13,5 15,2 24,7 34,3 12,4 Total 3,41 1,04 Descriptors of the institutional support that the faculty perceives
  • 15. TEEM16 – Track 3 Results Correlational study between variables and TAM model Relation between individual differences among the faculty and the perception of usefulness of ICT rxy p-valor Age ,099 ,188 Gender -,087 ,250 Time Dedicated -,071 ,345 Experience at university teaching ,118 ,117 Level of studies ,056 ,459 Digital Competences in technical aspects ,075 ,321 Digital competences in pedagogical aspects – Knowledge ,112 ,138 Digital Competences in Pedagogical aspects – Use ,051 ,501 Digital competences in Techno-pedagogical aspects– Knowledge ,165* ,028 Digital Competences in Tecno-pedagogical Aspects – Use ,185* ,013 Digital Competences in Social, Ethical and Legal aspects ,153* ,041 Digital Competences in aspects of academic management and professional development ,158* ,035 Institutional Support ,414** <,001
  • 16. TEEM16 – Track 3 Results Correlational study between variables and TAM model Relationship between the individual differences of the faculty and their perception of ease of use of ICT rxy p-valor Age ,020 ,788 Gender -,129 ,087 Time dedicated -,006 ,933 Teaching experience ,094 ,211 Academic level ,072 ,337 Digital Competences in technical aspects – Knowledge ,289** <,001 Digital Competences in Pedagogical Aspects – Knowledge ,293** <,001 Digital Competences in Pedagogical Aspects – Use ,208** ,005 Digital Competences in techno pedagogical Aspects – Knowledge ,318** <,001 Digital Competences in techno pedagogical Aspects – Use ,263** <,001 Digital Competences in Social, Ethical and Legal Aspects ,222** ,003 Digital Competences in academic management aspects and professional development ,276** <,001 Institutional Support ,433** <,001
  • 17. TEEM16 – Track 3 Results Correlational study between variables and TAM model Relation between the perception of usefulness, ease of use, intent to use and regular use rxy p-valor Usefulness – ease of use ,771** <,001 Usefulness – Intent to use ,825** <,001 Ease of use – Intent to use ,776** <,001 Intention of use – Regular use ,208** ,005
  • 18. TEEM16 – Track 3 Conclusions • The age, educational level and experience of the teaching staff has a direct relation in the perception of utility and ease to use it but it is not significant and an inverse relation with the time devoted to it • The Digital Competences in all their dimension except the technical and pedagogyal aspect ( influence at a low level) have a direct relation for the perception of use and the perception of ease to use and is significant. • The Institutional Support has a direct relation in the perception of use and the perception of ease to use and it is significant .
  • 19. TEEM16 – Track 3 Conclusions • The perception of the teaching staff of UNACH about utility, ease to use and willing to use is high and it can be relevant for new devices of ITC n the teaching practice because the relations among variables are direct and significant. • The teaching staff of the National University of Chimborazo, accept the use of ICT in their teaching practice. • The data obtained in this research are very important for new training processes in the use of technologycal resources in the teaching practice .