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A presentation by Dr. Mohamed Ally and Dr. Norine Wark
Athabasca University, Canada
November, 2018
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
➢Introduction
➢Literature review
➢Research method and data collection
➢Findings
➢Discussion
➢Conclusion
Presentation Overview
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
INTRODUCTION
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
• Widespread use in Western society
• Most large distance education (DE) institutes do not offer learning through
mobile devices
• Little attention paid to impact of latest technological development in DE
• Even less research conducted on mobile technology in online learning
Mobile Device Use
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
Presentation reports on descriptive data gathered during 3-year mixed methods
research project at one Canadian online educational institution; sought to
determine how mobile communication technology could assist learners in an
online Community of Inquiry (CoI; Garrison, Anderson, & Archer, 2001)
Discussion focuses upon online graduate level students who used mobile
devices.
This presentation answers the following research questions:
1. What mobile devices do students use when they learn online?
2. What is the frequency of mobile device use when learning online?
3. What activities do students engage in when using mobile devices for online
learning?
Our Study
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
LITERATURE REVIEW
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
Few Canadian studies on mobile device use for learning; recent systematic review
= 44 studies on mobile device use in education settings (Cheung & Hew, 2009)
Only two studies focused on the use of mobile devices in Canadian education
system:
• One was in a middle school classroom setting (Allan, Carbonaro, & Buck, 2006)
• One sampled first year university students (McCracken, Withers, & Fee, 2007)
Handful of studies on student attitudes and opinions towards mobile technology;
findings suggest that mobile devices can enhance learning experiences (e.g., Al-Fahad,
2009; Daher, 2009; Dearnley et al., 2009; Koole, 2009; Grant et al., 2015; Motiwala, 2007; Pawluk, Palalas, & Wark,
2018; Philip, 2017)
Mobile learning benefits: Affordability and portability (Attewell, 2006; Chee, Yahaya, Ibrahim,
& Noor Hassan, 2018; Gartner, 2017)
However, not much is known about how the widespread use of mobile devices
affects DE; one aim of this study was to shed light on respondents’ perceptions
on and experiences with mobile devices for learning.
Mobile Device Use for Learning
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
DATA COLLECTION
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
Data collected from numerous online graduate programs over five semesters
This presentation reports on demographic and descriptive data gathered from
online questionnaires completed by volunteer respondent groups:
• Questionnaire 1: Two groups - mobile device users and non-users (n=695; 28%
response rate)
• Questionnaire 2: Mobile device users only (n=389; 72% response rate of Questionnaire
1 mobile device users)
• Used SPSS v. 23 software to produce frequency and descriptive data reported herein
Demographics:
• 54% between ages 35 – 49; 21% between ages 44 – 49
• 62% female; 38% male
• 2 out of 5 lived in large urban centers (pop. > 500,000); nearly 1 out of 5 lived in
medium urban (pop. 100,000 – 499,999), small urban (10,000 – 99,999), or rural areas
(within 2 hours commute from an urban center)
• 47% completed 7 or more online courses before the study began
Respondents and Instruments
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
FINDINGS
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
Learning Environment
Questionnaire 1 - All respondents:
1. Most-used communication & interaction tools:
• Email (89% of respondents)
• Hard copy texts (78%)
• Online chat or instant messaging (55%)
2. Most-used Learning Management System (LMS) media:
• Course homepage (>93%)
• Assignment drop box/course management tools (92%)
• Asynchronous text posting (89%)
3. Group activities:
• 73% whole class activities
• 44% small group activities
4. Assignments:
• >99% individual assignments
• 48% group assignments
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
78% (n=389) of respondents currently used 1 or more mobile devices
71% used mobile device for their current course (99% voluntarily; 1% mandatory)
Those who were not using their device in the course gave these reasons:
1. Device too small to input (63%) or view (60%) information
2. Incompatibility with other hardware (e.g., printers; 17%)
3. Software issues:
• Shortage of apps (28%)
• Incompatability with learning management system (19%)
4. Cost:
• Internet connection fees (20%)
• Loss/theft (5%)
5. Miscellaneous:
• For work purposes only (7%)
• Living in countries like Saudi Arabia and China, prefer computer, keep coursework on one
device, etc. (5%)
Introducing the Topic of Mobile Devices
(Users & Non-users)
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
Expanding the Discussion with Users
6%
4%
12%
13%
17%
29%
19%
Length of Time Using Mobile Devices
(General Use; by Percent)
0-6 months
7-12 months
1-2 years
2-3 years
3-5 years
5-10 years
>10 years
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
General Use of Mobile Devices
23%
35%
24%
18%
Number of Devices Currently Used
(By Percent)
One
Two
Three
Four or More
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
The following results are based upon the device that respondents most often
used for learning purposes.
1. The most common brands were Apple iPad (38%) and iPhone (27%)
2. This device was most often used for:
• School (88%)
• Pleasure (85%)
• Work (73%)
• Socialization (65%)
3. 43% of respondents had been using this device
for 1-2 years
4. 90% of respondents used the device daily
Student Use of Mobile Devices
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
DISCUSSION
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
- Almost 4 out 5 respondents use mobile devices
- Device use is not mandatory in school; 7 out of 10 use these devices for online
learning
- Respondents expect future online courses to be mobile device-friendly
Implication:
Program infrastructure and course re-design to enable seamless access to
learning anywhere, anytime via a variety of platforms
Discussion
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
Although device size deterred student use, as pervasiveness of smartphones has
grown, so have screen size, battery life, and memory (Gartner, 2017; Statista, 2017)
Mobile devices are increasingly multimedia, multi-computing hybrids (Taylor, 2014)
Android and Microsoft products are increasingly wireless, cross-platform, and
interface with a growing number of plug-and-play devices
App explosion: Over 2.2 million GooglePlay and almost 2 million Apple apps (Saifi,
2017)
Changing Landscape for Mobile Learning
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
General Use vs Student Use of Mobile Devices
0
5
10
15
20
25
30
35
40
45
50
G-Mobile Phone S-Mobile Phone G-Tablet S-Tablet G-Portable Media
Player
S-Portable Media
Player
General and Student Use of Mobile Devices:
Most Frequently Used (By percent)
G-Mobile Phone
S-Mobile Phone
G-Tablet
S-Tablet
G-Portable Media Player
S-Portable Media Player
Key:
G - General Use
S - Student Use
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
CONCLUSION
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
May be first large, longitudinal study involving Canadian online graduate level
learners’ general and school-related use of mobile devices, thus provides
valuable insights and recommendations for mobile learning in similar contexts
- Educational institution should take advantage of this online and always-on era
by delivering mobile device accessible courses
- Mobile device-friendly learning management system (LMS) and courses
designed for multi-platform delivery
- Student choice of devices to use; learning materials accessible on a variety of
screen sizes
- Integration of emerging wearable and virtual technologies with existing
technologies will enhance mobile learning opportunities for all, including
special needs groups
Final Thoughts and Recommendations
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
Possible research projects include:
- Determining how to design mobile device-friendly courses and to how
promote high-level learning through interactive strategies (Suárez, Specht, Prinsen,
Kalz, & Ternier, 2018)
- Exploring how students use mobile devices in a variety of learning contexts to
enhance future mobile learning opportunities
Future Research
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
Dr. Mohamed Ally Dr. Norine Wark
mohameda@athabascau.ca norinewark@gmail.com
Athabasca University
Athabasca, Alberta
Canada
Thank You
This project was made possible through a funding grant from
Social Sciences and Humanities Research Council (SSHRC) of Canada
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
Al-Fahad, F.N. (2009). Students’ attitudes and perceptions towards the effectiveness of mobile
learning in King Saud University, Saudi Arabia. The Turkish Online Journal of Educational Technology,
8(2).
Allan, C., Carbonaro, M., & Buck, G. (2006). A survey of personal digital assistants (PDAs) use in a
middle school environment: Perceptions of teachers, parents and students. Meridian Middle School
Computer Technologies Journal, 2(9). Retrieved from
http://www.ncsu.edu/meridian/sum2006/PDAS/
Attewell, J. (2005). Mobile technologies and learning: A technology update and m-learning project
summary. London: Learning Skills and Development Agency. Retrieved from
Chee, K. N., Yahaya, N., Ibrahim, N. H., & Noor Hassan, M. (2017). Review of Mobile Learning Trends
2010-2015: A Meta-Analysis. Educational Technology & Society, 20(2), 113–126.
Cheung, W.S., & Hew, K.F. (2009). A review of research methodologies used in studies on mobile
handheld devices in K-12 and higher education settings. Australian Journal of Educational
Technology, 25(2), 153-183. Retrieved from https://ajet.org.au/index.php/AJET/article/view/1148
Daher, W. (2009). Students’ perceptions of learning mathematics with cellular phones and applets.
iJET, 4(1), 23-28. Retrieved from http://www.math4mobile.com/students-perceptions-of-learning-
mathematics-with-cellular-phones-and-applets-2
Dearnley, C., Taylor, J., Hennessey, S., Parks, M., Coates, C., Haigh, J., Fairhall, J., Riley, K., & Dransfield,
M. (2009). Using mobile technologies for assessment and learning in practice settings: Five case
studies. International Journal on E-Learning, 8(2), 193-207. Retrieved from
https://www.ncbi.nlm.nih.gov/pubmed/17765015
References
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
Garrison, D. R., Anderson, T., & Archer, W. (2001). Critical thinking, cognitive presence, and computer
conferencing in distance education. American Journal of Distance Education, 15(1), 7-23.
Gartner. (2017, February 15). Gartner says worldwide sales of smartphones grew 7 percent in the
fourth quarter of 2016. Gartner. Retrieved from http://www.gartner.com/newsroom/id/3609817
Grant, G. M., Tamim, S., Brown, D. B., Sweeney, J. P., Ferguson, F. K., & Jones, L. B. (2015). Teaching
and learning with mobile computing devices: Case study in K-12 classrooms. TechTrends, 59(4), 32-
45. Retrieved from https://link.springer.com/article/10.1007/s11528-015-0869-3
Koole, M. (2009). A model for framing mobile learning. In M. Ally (Ed.), Mobile learning: Transforming
the delivery of education and training (Vol. 1, pp. 25-47). Edmonton, Alberta: AU Press. Retrieved
from: http://www.aupress.ca/index.php/books/120155
McCracken, J., Withers, D., & Fee, J. (2007). The contexts and everyday uses of mobile technologies
for first year university students: Implications for learning activity design. In C. Montgomery & J.
Seale (Eds.), Proceedings of World Conference on Educational Multimedia, Hypermedia and
Telecommuncations 2007 (pp. 2077-2080). Chesapeake, VA: AACE.
Motiwalla, L.F. (2007). Mobile learning: A framework and evaluation. Computers and Education, 49,
581-596. Retrieved from http://www.sciencedirect.com/science/article/pii/S0360131505001569
Pawluk, P., Palalas, A., & Wark, N. (2018, April). Adult literacy mobile learning solution in a blended
learning context. Poster session presented at the IABL 2018, Warsaw, Poland. Retrieved from
http://iabl2018.org/index.php
References
ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING
Philip, T. M. (2017). Learning with mobile technologies. Communications of the ACM, 60(3), 34-36.
Retrieved from https://cacm.acm.org/magazines/2017/3/213820-learning-with-mobile-
technologies/abstract
Saifi. R. (2017, January 6). The 2017 mobile app market: Statistics, trends, and analysis [Web log post].
Business to Community. Retrieved from http://www.business2community.com/mobile-apps/2017-
mobile-app-market-statistics-trends-analysis-01750346
Statista (2017). Number of smartphone users worldwide 204-2020. Statista: The statistics portal.
Retrieved from https://www.statista.com/statistics/330695/number-of-smartphone-users-
worldwide/
Suárez, A., Specht, M., Prinsen, F., Kalz, M. & Ternier, S. (2018). A review of the types of mobile
activities in mobile inquiry-based learning. Computers and Education, 118, 38-55.
https://doi.org/10.1016/j.compedu.2017.11.004
Taylor, B. (2014, July 21). Why Smartphone screens are getting bigger: Specs reveal a surprising story.
PC World. Retrieved from http://www.pcworld.com/article/2455169/why-smartphone-screens-are-
getting-bigger-specs-reveal-a-surprising-story.html
References

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Ally & Wark (2018) Online student use of mobile devices for learning

  • 1. A presentation by Dr. Mohamed Ally and Dr. Norine Wark Athabasca University, Canada November, 2018
  • 2. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING ➢Introduction ➢Literature review ➢Research method and data collection ➢Findings ➢Discussion ➢Conclusion Presentation Overview
  • 3. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING INTRODUCTION
  • 4. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING • Widespread use in Western society • Most large distance education (DE) institutes do not offer learning through mobile devices • Little attention paid to impact of latest technological development in DE • Even less research conducted on mobile technology in online learning Mobile Device Use
  • 5. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING Presentation reports on descriptive data gathered during 3-year mixed methods research project at one Canadian online educational institution; sought to determine how mobile communication technology could assist learners in an online Community of Inquiry (CoI; Garrison, Anderson, & Archer, 2001) Discussion focuses upon online graduate level students who used mobile devices. This presentation answers the following research questions: 1. What mobile devices do students use when they learn online? 2. What is the frequency of mobile device use when learning online? 3. What activities do students engage in when using mobile devices for online learning? Our Study
  • 6. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING LITERATURE REVIEW
  • 7. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING Few Canadian studies on mobile device use for learning; recent systematic review = 44 studies on mobile device use in education settings (Cheung & Hew, 2009) Only two studies focused on the use of mobile devices in Canadian education system: • One was in a middle school classroom setting (Allan, Carbonaro, & Buck, 2006) • One sampled first year university students (McCracken, Withers, & Fee, 2007) Handful of studies on student attitudes and opinions towards mobile technology; findings suggest that mobile devices can enhance learning experiences (e.g., Al-Fahad, 2009; Daher, 2009; Dearnley et al., 2009; Koole, 2009; Grant et al., 2015; Motiwala, 2007; Pawluk, Palalas, & Wark, 2018; Philip, 2017) Mobile learning benefits: Affordability and portability (Attewell, 2006; Chee, Yahaya, Ibrahim, & Noor Hassan, 2018; Gartner, 2017) However, not much is known about how the widespread use of mobile devices affects DE; one aim of this study was to shed light on respondents’ perceptions on and experiences with mobile devices for learning. Mobile Device Use for Learning
  • 8. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING DATA COLLECTION
  • 9. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING Data collected from numerous online graduate programs over five semesters This presentation reports on demographic and descriptive data gathered from online questionnaires completed by volunteer respondent groups: • Questionnaire 1: Two groups - mobile device users and non-users (n=695; 28% response rate) • Questionnaire 2: Mobile device users only (n=389; 72% response rate of Questionnaire 1 mobile device users) • Used SPSS v. 23 software to produce frequency and descriptive data reported herein Demographics: • 54% between ages 35 – 49; 21% between ages 44 – 49 • 62% female; 38% male • 2 out of 5 lived in large urban centers (pop. > 500,000); nearly 1 out of 5 lived in medium urban (pop. 100,000 – 499,999), small urban (10,000 – 99,999), or rural areas (within 2 hours commute from an urban center) • 47% completed 7 or more online courses before the study began Respondents and Instruments
  • 10. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING FINDINGS
  • 11. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING Learning Environment Questionnaire 1 - All respondents: 1. Most-used communication & interaction tools: • Email (89% of respondents) • Hard copy texts (78%) • Online chat or instant messaging (55%) 2. Most-used Learning Management System (LMS) media: • Course homepage (>93%) • Assignment drop box/course management tools (92%) • Asynchronous text posting (89%) 3. Group activities: • 73% whole class activities • 44% small group activities 4. Assignments: • >99% individual assignments • 48% group assignments
  • 12. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING 78% (n=389) of respondents currently used 1 or more mobile devices 71% used mobile device for their current course (99% voluntarily; 1% mandatory) Those who were not using their device in the course gave these reasons: 1. Device too small to input (63%) or view (60%) information 2. Incompatibility with other hardware (e.g., printers; 17%) 3. Software issues: • Shortage of apps (28%) • Incompatability with learning management system (19%) 4. Cost: • Internet connection fees (20%) • Loss/theft (5%) 5. Miscellaneous: • For work purposes only (7%) • Living in countries like Saudi Arabia and China, prefer computer, keep coursework on one device, etc. (5%) Introducing the Topic of Mobile Devices (Users & Non-users)
  • 13. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING Expanding the Discussion with Users 6% 4% 12% 13% 17% 29% 19% Length of Time Using Mobile Devices (General Use; by Percent) 0-6 months 7-12 months 1-2 years 2-3 years 3-5 years 5-10 years >10 years
  • 14. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING General Use of Mobile Devices 23% 35% 24% 18% Number of Devices Currently Used (By Percent) One Two Three Four or More
  • 15. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING The following results are based upon the device that respondents most often used for learning purposes. 1. The most common brands were Apple iPad (38%) and iPhone (27%) 2. This device was most often used for: • School (88%) • Pleasure (85%) • Work (73%) • Socialization (65%) 3. 43% of respondents had been using this device for 1-2 years 4. 90% of respondents used the device daily Student Use of Mobile Devices
  • 16. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING DISCUSSION
  • 17. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING - Almost 4 out 5 respondents use mobile devices - Device use is not mandatory in school; 7 out of 10 use these devices for online learning - Respondents expect future online courses to be mobile device-friendly Implication: Program infrastructure and course re-design to enable seamless access to learning anywhere, anytime via a variety of platforms Discussion
  • 18. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING Although device size deterred student use, as pervasiveness of smartphones has grown, so have screen size, battery life, and memory (Gartner, 2017; Statista, 2017) Mobile devices are increasingly multimedia, multi-computing hybrids (Taylor, 2014) Android and Microsoft products are increasingly wireless, cross-platform, and interface with a growing number of plug-and-play devices App explosion: Over 2.2 million GooglePlay and almost 2 million Apple apps (Saifi, 2017) Changing Landscape for Mobile Learning
  • 19. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING General Use vs Student Use of Mobile Devices 0 5 10 15 20 25 30 35 40 45 50 G-Mobile Phone S-Mobile Phone G-Tablet S-Tablet G-Portable Media Player S-Portable Media Player General and Student Use of Mobile Devices: Most Frequently Used (By percent) G-Mobile Phone S-Mobile Phone G-Tablet S-Tablet G-Portable Media Player S-Portable Media Player Key: G - General Use S - Student Use
  • 20. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING CONCLUSION
  • 21. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING May be first large, longitudinal study involving Canadian online graduate level learners’ general and school-related use of mobile devices, thus provides valuable insights and recommendations for mobile learning in similar contexts - Educational institution should take advantage of this online and always-on era by delivering mobile device accessible courses - Mobile device-friendly learning management system (LMS) and courses designed for multi-platform delivery - Student choice of devices to use; learning materials accessible on a variety of screen sizes - Integration of emerging wearable and virtual technologies with existing technologies will enhance mobile learning opportunities for all, including special needs groups Final Thoughts and Recommendations
  • 22. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING Possible research projects include: - Determining how to design mobile device-friendly courses and to how promote high-level learning through interactive strategies (Suárez, Specht, Prinsen, Kalz, & Ternier, 2018) - Exploring how students use mobile devices in a variety of learning contexts to enhance future mobile learning opportunities Future Research
  • 23. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING Dr. Mohamed Ally Dr. Norine Wark mohameda@athabascau.ca norinewark@gmail.com Athabasca University Athabasca, Alberta Canada Thank You This project was made possible through a funding grant from Social Sciences and Humanities Research Council (SSHRC) of Canada
  • 24. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING Al-Fahad, F.N. (2009). Students’ attitudes and perceptions towards the effectiveness of mobile learning in King Saud University, Saudi Arabia. The Turkish Online Journal of Educational Technology, 8(2). Allan, C., Carbonaro, M., & Buck, G. (2006). A survey of personal digital assistants (PDAs) use in a middle school environment: Perceptions of teachers, parents and students. Meridian Middle School Computer Technologies Journal, 2(9). Retrieved from http://www.ncsu.edu/meridian/sum2006/PDAS/ Attewell, J. (2005). Mobile technologies and learning: A technology update and m-learning project summary. London: Learning Skills and Development Agency. Retrieved from Chee, K. N., Yahaya, N., Ibrahim, N. H., & Noor Hassan, M. (2017). Review of Mobile Learning Trends 2010-2015: A Meta-Analysis. Educational Technology & Society, 20(2), 113–126. Cheung, W.S., & Hew, K.F. (2009). A review of research methodologies used in studies on mobile handheld devices in K-12 and higher education settings. Australian Journal of Educational Technology, 25(2), 153-183. Retrieved from https://ajet.org.au/index.php/AJET/article/view/1148 Daher, W. (2009). Students’ perceptions of learning mathematics with cellular phones and applets. iJET, 4(1), 23-28. Retrieved from http://www.math4mobile.com/students-perceptions-of-learning- mathematics-with-cellular-phones-and-applets-2 Dearnley, C., Taylor, J., Hennessey, S., Parks, M., Coates, C., Haigh, J., Fairhall, J., Riley, K., & Dransfield, M. (2009). Using mobile technologies for assessment and learning in practice settings: Five case studies. International Journal on E-Learning, 8(2), 193-207. Retrieved from https://www.ncbi.nlm.nih.gov/pubmed/17765015 References
  • 25. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING Garrison, D. R., Anderson, T., & Archer, W. (2001). Critical thinking, cognitive presence, and computer conferencing in distance education. American Journal of Distance Education, 15(1), 7-23. Gartner. (2017, February 15). Gartner says worldwide sales of smartphones grew 7 percent in the fourth quarter of 2016. Gartner. Retrieved from http://www.gartner.com/newsroom/id/3609817 Grant, G. M., Tamim, S., Brown, D. B., Sweeney, J. P., Ferguson, F. K., & Jones, L. B. (2015). Teaching and learning with mobile computing devices: Case study in K-12 classrooms. TechTrends, 59(4), 32- 45. Retrieved from https://link.springer.com/article/10.1007/s11528-015-0869-3 Koole, M. (2009). A model for framing mobile learning. In M. Ally (Ed.), Mobile learning: Transforming the delivery of education and training (Vol. 1, pp. 25-47). Edmonton, Alberta: AU Press. Retrieved from: http://www.aupress.ca/index.php/books/120155 McCracken, J., Withers, D., & Fee, J. (2007). The contexts and everyday uses of mobile technologies for first year university students: Implications for learning activity design. In C. Montgomery & J. Seale (Eds.), Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommuncations 2007 (pp. 2077-2080). Chesapeake, VA: AACE. Motiwalla, L.F. (2007). Mobile learning: A framework and evaluation. Computers and Education, 49, 581-596. Retrieved from http://www.sciencedirect.com/science/article/pii/S0360131505001569 Pawluk, P., Palalas, A., & Wark, N. (2018, April). Adult literacy mobile learning solution in a blended learning context. Poster session presented at the IABL 2018, Warsaw, Poland. Retrieved from http://iabl2018.org/index.php References
  • 26. ONLINE STUDENT USE OF MOBILE DEVICES FOR LEARNING Philip, T. M. (2017). Learning with mobile technologies. Communications of the ACM, 60(3), 34-36. Retrieved from https://cacm.acm.org/magazines/2017/3/213820-learning-with-mobile- technologies/abstract Saifi. R. (2017, January 6). The 2017 mobile app market: Statistics, trends, and analysis [Web log post]. Business to Community. Retrieved from http://www.business2community.com/mobile-apps/2017- mobile-app-market-statistics-trends-analysis-01750346 Statista (2017). Number of smartphone users worldwide 204-2020. Statista: The statistics portal. Retrieved from https://www.statista.com/statistics/330695/number-of-smartphone-users- worldwide/ Suárez, A., Specht, M., Prinsen, F., Kalz, M. & Ternier, S. (2018). A review of the types of mobile activities in mobile inquiry-based learning. Computers and Education, 118, 38-55. https://doi.org/10.1016/j.compedu.2017.11.004 Taylor, B. (2014, July 21). Why Smartphone screens are getting bigger: Specs reveal a surprising story. PC World. Retrieved from http://www.pcworld.com/article/2455169/why-smartphone-screens-are- getting-bigger-specs-reveal-a-surprising-story.html References