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Teaching digital literacy skills to the elderly using a social network with linear navigation: A case study in a rural area
Open accessAbstract
Abstract Information and Communication Technologies (ICTs) have considerably increased the information and communication channels, favoring the emergence of new models for social relations, such as social networks. However, for elderly users whose learning has traditionally been based on linear models of information such as textbooks, unfamiliarity with Internet can be a barrier. Moreover, elderly people living in rural communities face a lack of telecommunication infrastructures, which increases their difficulties in accessing ICTs. The aim of this study is to test a social network consisting of multiple applications with linear navigation as a digital literacy method for the elderly in rural areas. A sample of 46 participants between 60–76 years old with heterogeneous previous experience with ICTs participated in the study. They performed eight standardized sessions in an Elderly Leisure Center. Results showed differences in perceived usefulness between users with high and low ICT experience. After eight training sessions, the majority of the participants were able to independently use all the system applications, and positive results were obtained on the variables measured, i.e., learnability, sense of control over the system, ability to use the system, orientation, efficiency, accessible design, perceived ease, perceived usefulness, and intention to use. The participants with previous experience with other ICT methods preferred the linear navigation method because they thought it was easier than other ICTs. The results showed interaction differences when touch screens were used. Qualitative results showed that one of the most frequent emotions at the beginning of the ICT sessions was “fear” (related to breaking the computer or to making fools of themselves), but the continued use of the system improved the users’ perceptions of their own capacity to handle ICTs and their interest in ICTs in general. The main contribution of this work consists of exploring the usefulness of linear navigation and social network systems in the context of digital literacy for elderly users in rural areas.
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“elderly users show better performance on systems with linear navigation [32,46,47].”
From Designing ICTs for Users with Mild Cognitive Impairment: A Usability Study (2020) · cites this paper as [32]
In the citing paper
“The results showed differences between the present study and the findings obtained from previous research with the same web design but a different population (i.e., people without cognitive impairment) [32,46].”
From Designing ICTs for Users with Mild Cognitive Impairment: A Usability Study (2020) · cites this paper as [32]
In the citing paper
“All the items were obtained from a previous usability study with elderly users (see [32]).”
From Designing ICTs for Users with Mild Cognitive Impairment: A Usability Study (2020) · cites this paper as [32]
In the citing paper
“The system has been developed following the guidelines of a software that has proven its usability with elderly users using linear navigation [32,46,59].”
From Designing ICTs for Users with Mild Cognitive Impairment: A Usability Study (2020) · cites this paper as [32]
Citations
Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,603
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,417
User Acceptance of Information Technology: Toward A Unified View1
Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003) · MIS Quarterly · doi:10.2307/30036540 · Cited by 45,035
SUS: A 'Quick and Dirty' Usability Scale
(1996) · Usability Evaluation In Industry · doi:10.1201/9781498710411-35 · Cited by 8,989
(1985) · Cited by 6,185
Usability Evaluation In Industry
(1996) · CRC Press eBooks · doi:10.1201/9781498710411 · Cited by 4,445
Recognizing: The judgment of previous occurrence.
Mandler, G. (1980) · Psychological Review · doi:10.1037/0033-295x.87.3.252 · Cited by 2,847
Venkatesh, V., & Morris, M. G. (2000) · MIS Quarterly · doi:10.2307/3250981 · Cited by 2,780
(1997) · Cited by 1,482
Digital inequalities and why they matter
Robinson, L., Cotten, S. R., Ono, H., Quan-Haase, A., Mesch, G., Chen, W., Schulz, J., Hale, T. M., & Stern, M. J. (2015) · Information, Communication & Society · doi:10.1080/1369118x.2015.1012532 · Cited by 1,216 · cited 2×
“In fact, the digital divide is considered a new form of unequal opportunity in rural areas (Robinson et al., 2017).”
The digital divide has grown old: Determinants of a digital divide among seniors
Friemel, T. N. (2016) · New Media & Society · doi:10.1177/1461444814538648 · Cited by 1,136
The effects of self-efficacy on computer usage
Igbaria, M. (1995) · Omega · doi:10.1016/0305-0483(95)00035-6 · Cited by 1,064
Activation makes words more accessible, but not necessarily more retrievable
Graf, P., & Mandler, G. (1984) · Journal of Verbal Learning and Verbal Behavior · doi:10.1016/s0022-5371(84)90346-3 · Cited by 756
Hill, R., Betts, L. R., & Gardner, S. E. (2015) · Computers in Human Behavior · doi:10.1016/j.chb.2015.01.062 · Cited by 540
Computer anxiety and its correlates: a meta-analysis
Chua, S. L., Chen, D.-T., & Wong, A. F. L. (1999) · Computers in Human Behavior · doi:10.1016/s0747-5632(99)00039-4 · Cited by 477
“Who over 65 is online?” Older adults’ dispositions toward information communication technology
Vroman, K. G., Arthanat, S., & Lysack, C. L. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2014.10.018 · Cited by 467
The impact of technology on older adults’ social isolation
Khosravi, P., Rezvani, A., & Wiewiora, A. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2016.05.092 · Cited by 402
Understanding age differences in PDA acceptance and performance
Arning, K., & Ziefle, M. (2006) · Computers in Human Behavior · doi:10.1016/j.chb.2006.06.005 · Cited by 334
Age differences in constraints encountered by seniors in their use of computers and the internet
Lee, B., Chen, Y., & Hewitt, L. E. (2011) · Computers in Human Behavior · doi:10.1016/j.chb.2011.01.003 · Cited by 274
Spatial metaphors and disorientation in hypertext browsing
KIM, H., & HIRTLE, S. C. (1995) · Behaviour & Information Technology · doi:10.1080/01449299508914637 · Cited by 224
Chadwick-Dias, A., McNulty, M., & Tullis, T. (2002) · Conference on Universal Usability · doi:10.1145/957205.957212 · Cited by 167
The influence of age in usability testing
Sonderegger, A., Schmutz, S., & Sauer, J. (2016) · Applied Ergonomics · doi:10.1016/j.apergo.2015.06.012 · Cited by 152
Designing a multimedia conversation aid for reminiscence therapy in dementia care environments
Gowans, G., Campbell, J., Alm, N., Dye, R., Astell, A. J., & Ellis, M. P. (2004) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/985921.985943 · Cited by 146
Co-creation and user-generated content–elderly people’s user requirements
Karahasanović, A., Brandtzæg, P. B., Heim, J., Lüders, M. H., Vermeir, L., Pierson, J., Lievens, B., Vanattenhoven, J., & Jans, G. (2008) · Computers in Human Behavior · doi:10.1016/j.chb.2008.08.012 · Cited by 136
Dogruel, L., Joeckel, S., & Bowman, N. D. (2015) · Behaviour & Information Technology · doi:10.1080/0144929x.2015.1077890 · Cited by 135
Rural resilience in a digital society: Editorial
Roberts, E., Beel, D., Philip, L., & Townsend, L. (2017) · Journal of Rural Studies · doi:10.1016/j.jrurstud.2017.06.010 · Cited by 127
Use and Design of Handheld Computers for Older Adults: A Review and Appraisal
Zhou, J., Rau, P.-L. P., & Salvendy, G. (2012) · International Journal of Human-Computer Interaction · doi:10.1080/10447318.2012.668129 · Cited by 118
Elderly Persons and Internet Use
Ramón-Jerónimo, M. Á., Peral, B. P., & Arenas-Gaitán, J. (2013) · Social Science Computer Review · doi:10.1177/0894439312473421 · Cited by 117
The impact of age on website usability
Wagner, N., Hassanein, K., & Head, M. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2014.05.003 · Cited by 109
Attitudes of the Elderly Toward Information and Communications Technologies
González, A., Ramírez, M., & Viadel, V. (2012) · Educational Gerontology · doi:10.1080/03601277.2011.595314 · Cited by 105
YOUR FACE LOOKS FAMILIAR BUT I CANT REMEMBER YOUR NAME - A REVIEW OF DUAL PROCESS THEORY
Mandler, G. (1991) · UCL Discovery (University College London) · Cited by 104
Telling the story of older people e-mailing: An ethnographical study
Sayago, S., & Blat, J. (2009) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2009.10.004 · Cited by 102
Ziefle, M., & Bay, S. (2006) · Human-Computer Interaction · doi:10.1207/s15327051hci2104_2 · Cited by 99
Ignacio Madrid, R., Van Oostendorp, H., & Puerta Melguizo, M. C. (2009) · Computers in Human Behavior · doi:10.1016/j.chb.2008.06.005 · Cited by 99
Revisiting the Digital Divide: Generational Differences in Technology Use in Everyday Life
Volkom, M. V., Stapley, J. C., & Amaturo, V. (2014) · North American journal of psychology · Cited by 91
Predicting older adults’ perceptions about a computer system designed for seniors
Mitzner, T. L., Rogers, W. A., Fisk, A. D., Boot, W. R., Charness, N. H., Czaja, S. J., & Sharit, J. (2014) · Universal Access in the Information Society · doi:10.1007/s10209-014-0383-y · Cited by 86
Dommès, A., Chevalier, A., & Lia, S. (2010) · Applied Cognitive Psychology · doi:10.1002/acp.1743 · Cited by 80
Influences of general computer experience and age on library database search performance
Mead, S. E., Sit, R. A., Rogers, W. A., Jamieson, B. A., & Rousseau, G. K. (2000) · Behaviour & Information Technology · doi:10.1080/014492900118713 · Cited by 76
CHI '04 Extended Abstracts on Human Factors in Computing Systems
Dykstra-Erickson, E., & Tscheligi, M. (2004) · doi:10.1145/985921 · Cited by 75
Effect of Web navigation style in elderly users
Castilla, D., Garcia-Palacios, A., Miralles, I., Breton-Lopez, J., Parra, E., Rodriguez-Berges, S., & Botella, C. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2015.10.034 · Cited by 72 · cited 3×
“…prefer web pages that are easier for them to use, and, on the other hand, with studies that explore the relationship between Internet structure and the elderly mental model (Kim and Hirtle, 1995; Bay, 2003; Puerta et al., 2006; Ziefle & Bay, 2006; Castilla et al., 2016; Ariel and Moffat, 2017).”
An Internet-based videoconferencing system for supporting frail elderly people and their carers
Savolainen, L., Hanson, E., Magnusson, L., & Gustavsson, T. (2008) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2007.070601 · Cited by 64
Castilla, D., Garcia-Palacios, A., Bretón-López, J., Miralles, I., Baños, R. M., Etchemendy, E., Farfallini, L., & Botella, C. (2013) · International Journal of Human-Computer Studies · doi:10.1016/j.ijhcs.2012.10.017 · Cited by 59
Self-citationIntroducing computers and the Internet to older users: findings from the Care OnLine project
Osman, Z., Poulson, D., & Nicolle, C. (2005) · Universal Access in the Information Society · doi:10.1007/s10209-005-0111-8 · Cited by 50
Approaches to web search and navigation for older computer novices
Dickinson, A., Smith, M. J., Arnott, J. L., Newell, A. F., & Hill, R. L. (2007) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/1240624.1240670 · Cited by 49
An e-health platform for the elderly population: The butler system
Etchemendy, E., Baños, R., Botella, C., Castilla, D., Alcañíz, M., Rasal, P., & Farfallini, L. (2010) · Computers & Education · doi:10.1016/j.compedu.2010.07.022 · Cited by 47
Self-citationA methodological note on pitfalls in usability testing
Holleran, P. A. (1991) · Behaviour and Information Technology · doi:10.1080/01449299108924295 · Cited by 46
Older adults and web usability
Chadwick-Dias, A., Tedesco, D. P., & Tullis, T. (2004) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/985921.986072 · Cited by 44
Fukuda, R., & Bubb, H. (2003) · Psychnology · Cited by 42
Hypertext for the aged: effects of text topologies
Lin, D.-Y. M. (2003) · Computers in Human Behavior · doi:10.1016/s0747-5632(02)00045-6 · Cited by 41
Donaldson, A. (2005) · Cited by 40
Norval, C., Arnott, J. L., & Hanson, V. L. (2014) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2556288.2556992 · Cited by 37
Age Differences in Technophobia: An Irish Study
Hogan, M. (2008) · Springer eBooks · doi:10.1007/978-0-387-68772-8_10 · Cited by 27
Training wheels for older users
Hawthorn, D. (2005) · Australasian Computer-Human Interaction Conference · doi:10.5555/1108368.1108411 · Cited by 25
Sloan, D. (2006) · Gerontechnology · doi:10.4017/gt.2006.05.02.007.00 · Cited by 24
Overcoming technophobia in poorly-educated elderly – the HELPS-seniors service learning program
Wang, C. C., & Chen, J. J. (2015) · International Journal of Automation and Smart Technology · doi:10.5875/ausmt.v5i3.980 · Cited by 21
Proceedings on the 2000 conference on Universal Usability - CUU '00
(2000) · doi:10.1145/355460 · Cited by 19
Use of the Computer and the Internet by Well Older Adults
Goodwin, C. L. (2013) · Activities Adaptation & Aging · doi:10.1080/01924788.2012.729186 · Cited by 13
Designing and Evaluating Web Interaction for Older Users
Spinelli, G., & Jain, S. (2013) · Advances in web technologies and engineering book series · doi:10.4018/978-1-4666-5129-6.ch011 · Cited by 3
Strategies of text comprehension in hypertext
Salmerón, L. (2011) · Cited by 1
Flagged first, then by citations
Research works printed but not linked: 5
- Ariel, 2017, Age-related similarities and differences in monitoring spacial cognition, Aging Neuropsychol. Cognition, 1
- Bernard, 2001, Determining the Best Online Font for Older Adults, Usability News, 3
- 2006, EU25 population aged 65 and over expected to double between 1995 and 2050, Eurostat, Statistics in focus, 129
- Nielsen, 2002, Usability for Senior Citizens, Nielsen Norman Group
- 2009, Department of Economic and Social Affairs, Population Division, Popul. Ageing Dev., 2009
Cited by
Sorted by citations
The Effects of COVID-19 Among the Elderly Population: A Case for Closing the Digital Divide
Jaarsveld, G. M. V. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.577427 · Cited by 290
“Furthermore, they have shown that programs and applications developed specifically for the elderly can result in a significant improvement in confidence and interest in using technology (83).”
BackgroundKim, J.-H., Kim, M., Park, M., & Yoo, J. (2021) · Journal of Research in Interactive Marketing · doi:10.1108/jrim-07-2020-0148 · Cited by 294
The Effects of Covid-19 on the Digital Literacy of the Elderly: Norms for Digital Inclusion
Martínez-Alcalá, C. I., Rosales-Lagarde, A., Pérez, Y. M. P., López‐Noguerola, J. S., Díaz, M. L. B., & Agis-Juárez, R. A. (2021) · Frontiers in Education · doi:10.3389/feduc.2021.716025 · Cited by 127
“Therefore, the digital literacy process of an older adult can be considered a gradual process, that should understand the motivation and the factors that impact on the learning of this population (Castilla et al., 2018).”
BackgroundPromoting Media Literacy Among Older People: A Systematic Review
Rasi, P., Vuojärvi, H., & Rivinen, S. (2020) · Adult Education Quarterly · doi:10.1177/0741713620923755 · Cited by 117
“Most of the articles (n = 26) reported positive attitude changes, such as increased self-efficacy (e.g., Bertera, 2014; Castilla et al., 2018; Kim & Merriam, 2010; Laganà et al., 2011), confidence (e.”
BackgroundInfluentialRasi, P., Vuojärvi, H., & Ruokamo, H. (2019) · Journal of Media Literacy Education · doi:10.23860/jmle-2019-11-2-1 · Cited by 108
Metadata
- Authors
- Castilla, D., Botella, C., Miralles, I., Bretón-López, J., Dragomir-Davis, A. M., Zaragoza, I., & Garcia-Palacios, A.
- Affiliations
- Universitat Jaume I (ES)
- University of Houston (US)
- Corresponding author
- Castilla, Diana
- Venue
- International Journal of Human-Computer Studies
- Publisher
- Elsevier BV
- Published
- 2018-10
- Volume
- 118
- Pages
- 24-37
- ISSN
- 1071-5819 (ISSN-L)
- OpenAlex
- W2805664907
- Semantic Scholar
- 20ad719ffb2238c4a728c16b4f56a565ad804917
- Cited by
- 159
- References
- 60
- Citations by year
- 2026: 11 · 2025: 31 · 2024: 14 · 2023: 26 · 2022: 35 · 2021: 21 · 2020: 12 · 2019: 9
- FWCI
- 21.75
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- Locations
- International Journal of Human-Computer Studies (publishedVersion)
- LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) (publishedVersion, other-oa)
- Repositori UJI (Universitat Jaume I) (submittedVersion, public-domain)
- Repository of Digital Objects for Teaching Research and Culture (University of Valencia) (submittedVersion, cc-by-nc)
- Funders
- Ministerio de Economía y Competitividad (PI13/00982)
- Topics
- Health Sciences › Medicine › Geriatrics and Gerontology › Technology Use by Older Adults
- Physical Sciences › Computer Science › Information Systems › ICT in Developing Communities
- Social Sciences › Education › Digital literacy in education
- Keywords
- digital literacy, older adults, rural elderly, social networks, ICT training, perceived usefulness, perceived ease, intention to use, accessible design, touch screen, technology anxiety
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