The DOI matches its Crossref record; 60 of the 60 references it cites were found in a registry or an index.
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.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“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).”
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
How “basic” is basic digital literacy for older adults? Insights from digital skills instructors
Vercruyssen, A., Schirmer, W., Geerts, N., & Mortelmans, D. (2023) · Frontiers in Education · doi:10.3389/feduc.2023.1231701 · Cited by 100
Hardÿ, J., Wyche, S. P., & Veinot, T. C. (2019) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3359298 · Cited by 92
“Commonly, the role of these demographics in technology adoption use, along with rurality, are explored [19,29,45].”
BackgroundLee, H., Lim, J. A., & Nam, H. K. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191912404 · Cited by 88
“A digital gap arises between generations because older adults have limited knowledge and ability to utilize digital devices [10].”
BackgroundHow can rural businesses thrive in the digital economy? A UK perspective
Tiwasing, P., Clark, B., & Gkartzios, M. (2022) · Heliyon · doi:10.1016/j.heliyon.2022.e10745 · Cited by 88
“This poses challenges for rural businesses to recruit young digital-skilled labour (Atterton and Af fl eck, 2010) and retain the right older workers (Castilla et al., 2018) as well as helping older workers to stay in employment during the digital era (Tiwasing, 2021).”
BackgroundDigital exclusion in older adults: A scoping review
Ge, H., Li, J., Hu, H., Feng, T., & Wu, X. (2025) · International Journal of Nursing Studies · doi:10.1016/j.ijnurstu.2025.105082 · Cited by 87
Educational Concepts of Digital Competence Development for Older Adults—A Scoping Review
Schirmer, M., Dalko, K., Stoevesandt, D., Paulicke, D., & Jahn, P. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20136269 · Cited by 68
“Furthermore, digital avatars [26] were named as a source of help.”
BackgroundInfluentialAffordance, digital media literacy, and emotions in virtual cultural heritage tourism experiences
Lee, J., Jung, T., Dieck, M. T., García-Milon, A., & Kim, C.-S. (2024) · Journal of Vacation Marketing · doi:10.1177/13567667241255383 · Cited by 53
“According to Castilla et al. (2018), there is a direct link between a high degree of media literacy and users ’ ability to feel a sense of enjoyment, mostly related to the diminished barrier of technical issues and misunderstanding once high media literacy is achieved.”
Arthanat, S. (2019) · Journal of Applied Gerontology · doi:10.1177/0733464819891045 · Cited by 56
“Previous studies have demonstrated the effect of ICT training programs involving group-based teaching approaches (Shapiro et al., 2007; White et al., 2002), interactive learning environments (Hasan & Linger, 2016), and dedicated systems and interfaces (Castilla et al., 2018; Czaja et al., 2018).”
BackgroundDesigning ICTs for Users with Mild Cognitive Impairment: A Usability Study
Castilla, D., Suso-Ribera, C., Zaragoza, I., Garcia-Palacios, A., & Botella, C. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17145153 · Cited by 41
“All the items were obtained from a previous usability study with elderly users (see [32]).”
BackgroundMethodInfluentialSelf-citationOlder adults and their acquisition of digital skills: A review of current research evidence
Bhattacharjee, P., Baker, S., & Waycott, J. (2020) · Australian Conference on Human-Computer Interaction (OzCHI) · doi:10.1145/3441000.3441053 · Cited by 48
“0 - a web-system designed to help older adults learn digital skills such as emailing, videoconferencing [8] or In-touch - a communication app designed to promote learning digital communication skills such as texting and chatting [24].”
BackgroundInfluentialQuintana, M., Anderberg, P., Berglund, J. S., Frögren, J., Cano, N., Cellek, S., Zhang, J., & Garolera, M. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17186816 · Cited by 43
“Preliminary studies showed [39] that the use of touchscreen technologies was frequent also in PWD but that the use of specific apps or software to support memory was reduced in PWD and caregivers and they face age barriers for the use of these apps.”
BackgroundEnsuring Sustainable Digital Inclusion among the Elderly: A Comprehensive Analysis
Mohan, R., Saleem, F., Voderhobli, K., & Sheikh-Akbari, A. (2024) · Sustainability · doi:10.3390/su16177485 · Cited by 37
Du, M., Huang, Y., Dong, H., Zhou, X., & Wang, Y. (2022) · PLoS ONE · doi:10.1371/journal.pone.0277910 · Cited by 36
Disparities in Telemedicine Literacy and Access in the United States
Harris, A. B., Jain, A., Dhanjani, S. A., Wu, C. A., Helliwell, L. A., Mesfin, A., Menga, E. N., Aggarwal, S., Pusic, A. L., & Ranganathan, K. (2022) · Plastic & Reconstructive Surgery · doi:10.1097/prs.0000000000009939 · Cited by 38
“51,52 The benefits of addressing these metrics are clear; past studies have shown the potential of telehealth to reduce disparities in underserved communities if they have access to internet and smartphones and are comfortable with using technology.”
BackgroundOnline grocery shopping intention: Elderly's perspective in Malaysia
Yap, Y.-Y., Tan, S., Tan, S., & Choon, S.-W. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e20827 · Cited by 32
“Previous research has been conducted across multiple age groups, such as children, adolescents, and the elderly, on this matter [96,97].”
BackgroundStudy on the Acceptability of an ICT Platform for Older Adults with Mild Cognitive Impairment
Contreras-Somoza, L. M., Irazoki, E., Castilla, D., Botella, C., Toribio-Guzmán, J. M., Parra−Vidales, E., Suso‐Ribera, C., Suárez-López, P., Bartolomé, M. V. P., & Franco, M. (2020) · Journal of Medical Systems · doi:10.1007/s10916-020-01566-x · Cited by 29
Self-citationKaur, H., Schneider, J. M., & Orrell, M. W. (2021) · Clinical Interventions in Aging · doi:10.2147/cia.s323994 · Cited by 27
“people with dementia and carers completed two technology-related scales; one for self-efficacy beliefs in computer/tablet use measured at baseline only with the Computer User Self-Efficacy (CUSE) scale,(31) and the other for the usability and acceptability of the iCST app measured at FU2 only with the Questionnaire of…”
MethodCarrasco, C., Vera‐Calzaretta, A., Landa, S. U., Oyanedel, J. C., & Gorriti, V. D. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1305569 · Cited by 32
Mim, N. J. (2021) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3411764.3445259 · Cited by 28
“[19, 41, 80, 97, 112, 136] However, how computational interventions contribute to dividing, disconnecting, or detaching the rural from the urban culturally and politically, is still largely understudied.”
BackgroundAndre, L., Giulioli, C., Piau, A., Bongard, V., Richard, E., van Charante, E. P. M., Coley, N., & Andrieu, S. (2022) · Clinical Interventions in Aging · doi:10.2147/cia.s352137 · Cited by 25
Di, X., & Wang, L. (2025) · BMC Public Health · doi:10.1186/s12889-025-23377-w · Cited by 25
“Digital literacy can effectively meet the subjective initiative and social value needs of the elderly, and improve aging attitude, which is consistent with the research conclusion of Hasan [31] and Castilla [32].”
Koasidis, K., Marinakis, V., Νίκας, Α., Chira, K., Flamos, A., & Doukas, H. (2021) · Energy Policy · doi:10.1016/j.enpol.2021.112759 · Cited by 27
Real-time information systems for public transport: user perspective
Macedo, E., Teixeira, J., Sampaio, C., Silva, N., Coelho, M. C., Glinos, M., & Bandeira, J. M. (2021) · Transportation research procedia · doi:10.1016/j.trpro.2021.01.088 · Cited by 21
“Alongside with the increasing level of technology, Europe is also facing an ageing trend in population and it is expected that older people are not quite familiar with new technologies (Castilla, 2018).”
BackgroundJo, H. S., Hwang, Y. S., & Dronina, Y. (2021) · Healthcare Informatics Research · doi:10.4258/hir.2021.27.2.137 · Cited by 20
“Our finding that smartphone utilization skills had a positive effect on willingness to use home-based healthcare ICT supports previous studies reporting that higher technology use predicted a higher perceived usefulness of technology and higher willingness to use technology [24].”
ResultBylappa, B. K., Kamath, D. Y., Josephine, I. S., Shaikh, J. U., Kamath, A., Rioniz, P., Kulkarni, S., Varghese, K., & Xavier, D. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-056962 · Cited by 20
ICT in Rural Areas from the Perspective of Dairy Farming: A Systematic Review
Vázquez-López, A., Barrasa-Rioja, M., & Pérez, M. F. M. (2021) · Future Internet · doi:10.3390/fi13040099 · Cited by 19
Equity in telemedicine for older adults during the COVID-19 pandemic
Kuang, W., Zeng, G., Nie, Y., Cai, Y., Li, J., Wan, Y., & Qiu, P. (2021) · International Health · doi:10.1093/inthealth/ihab058 · Cited by 19
Media education for older people - views of stakeholders
Rivinen, S. (2020) · Educational Gerontology · doi:10.1080/03601277.2020.1725307 · Cited by 18
“In general, the following pedagogical approaches have been found beneficial among older learners: individual and community-based learning in small groups or one-to-one tutoring from peers, younger generations, and professional teachers (Boulton-Lewis et al., 2006; Brown & Strommen, 2018; Castilla et al., 2018; Castro…”
BackgroundInfluentialToward global digital literate citizens: A case of Thailand 's aging generation
Jantavongso, S. (2021) · The Electronic Journal of Information Systems in Developing Countries · doi:10.1002/isd2.12207 · Cited by 16
Yang, Z.-Y. (2022) · PLoS ONE · doi:10.1371/journal.pone.0262697 · Cited by 15
RetractedOld-Age Digital Exclusion as a Policy Challenge in Estonia and Finland
Leppiman, A., Riivits-Arkonsuo, I., & Pohjola, A. (2021) · International perspectives on aging · doi:10.1007/978-3-030-51406-8_32 · Cited by 14
Untangling factors influencing social networking sites use among older adults: a literature review
Chew, T. H., Chin, C. P.-Y., & Leau, Y. (2022) · Universal Access in the Information Society · doi:10.1007/s10209-022-00874-y · Cited by 14
“[11], this may be the main factor in the use of SNSs among elderly people [39].”
BackgroundEvaluation of wheelchair accessibility in train stations using a spatial network
Arai, Y., Kusakabe, T., Yukari, N. I. W. A., & Honma, K. (2022) · Asian Transport Studies · doi:10.1016/j.eastsj.2022.100067 · Cited by 13
Kaur, H., Prasetya, V. G. H., Sani, T. P., Theresia, I., Tumbelaka, P., Turana, Y., Schneider, J. M., & Orrell, M. W. (2021) · Dementia · doi:10.1177/14713012211018003 · Cited by 13
“Participants of the focus groups were invited to complete the usability and acceptability questionnaire for older people (translated from Spanish) in order to gain more standardised feedback regarding the iCST application in particular (Castilla et al., 2018).”
MethodKaur, H., Schneider, J. M., & Orrell, M. W. (2020) · JMIR Research Protocols · doi:10.2196/24628 · Cited by 13
“• Usability and acceptability of the individual cognitive stimulation therapy app measured at the second follow-up and in the experimental group only by using the Questionnaire of Usability and Acceptability [32].”
Jo, H. S., & Hwang, Y. S. (2021) · Gerontechnology · doi:10.4017/gt.2021.20.2.411.01 · Cited by 12
Wale, A., Everitt, J. D., Ayres, T., Okolie, C., Morgan, H., Shaw, H., Cooper, A., Edwards, A., & Lewis, R. A. (2025) · JMIR Aging · doi:10.2196/70377 · Cited by 12
“This included some subpopulations such as those living in rural areas [40,47], being at risk of social isolation [28,29], or being homebound [42].”
InfluentialDampak Digitalisasi Administrasi Perdesaan di Negara Berkembang
Sarjito, A. (2023) · JURNAL ILMIAH ILMU ADMINISTRASI · doi:10.33592/jiia.v13i2.3814 · Cited by 11
Xuan, D., Zhu, D., & Wen-hai, X. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.711520 · Cited by 16
Seaton, C. L., Rush, K. L., Li, E. P. H., Hasan, K., & Fawcus, L. (2023) · JMIR Aging · doi:10.2196/50345 · Cited by 10
“Research indicates that repetition and opportunities to practice along with ongoing support are needed to build confidence [18,20,44].”
BackgroundResultInfluentialLowenstein-Barkai, H., Steinfeld, N., & Rosenberg, H. (2024) · Journal of Creative Communications · doi:10.1177/09732586241276984 · Cited by 11
“This could very well be a manifestation of digital inequality and a novel technological literacy challenge (Castilla et al., 2018).”
Nahas, C., Gandit, M., & Monfort, E. (2025) · Frontiers in Aging · doi:10.3389/fragi.2025.1297704 · Cited by 10
Özkaya, M. N., & Baykal, G. E. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3714247 · Cited by 16
Analysis of Elderly Use of Digital Technology in Thailand
Chanyawudhiwan, G., & Mingsiritham, K. (2022) · International Journal of Interactive Mobile Technologies (iJIM) · doi:10.3991/ijim.v16i07.28755 · Cited by 10
Ao, S. H., Zhang, L., Liu, P. L., & Zhao, X. (2023) · BMC Psychology · doi:10.1186/s40359-023-01415-9 · Cited by 9
“Middle-aged or elderly caregivers may not be comfortable using social media to participate in health activities [70, 71].”
BackgroundLee, S.-Y., Yoo, S.-K., Son, Y., Kim, S. M., & Han, D. H. (2022) · Psychiatry Investigation · doi:10.30773/pi.2021.0260 · Cited by 10
“Known Unknowns”: Reducing Digital Inequalities in the Silver Economy
José, M. L. D., Ferreira, F. A. F., Zopounidis, C., Doumpos, M., & Ferreira, N. C. M. Q. F. (2023) · IEEE Transactions on Engineering Management · doi:10.1109/tem.2023.3274677 · Cited by 9
Wray, C. M., Ferguson, J. M., Greene, L., Griffin, A. C., Campen, J. V., O’Shea, A. M. J., Slightam, C. A., & Zulman, D. M. (2023) · Journal of General Internal Medicine · doi:10.1007/s11606-023-08468-x · Cited by 8
“These include deploying community health workers or digital trainers to digitally vulnerable patients or populations 23 , using social networks to improve digital literacy, 22 and providing digital training during hospitalization or other moments when patients are a “captured audience.””
BackgroundMaleki, A. (2024) · International Journal of Lifelong Education · doi:10.1080/02601370.2024.2438127 · Cited by 8
“…have explored different variables related to this transition of classroom-based assessments to virtual assessments, such as the lack of direct contact with teachers, limited digital literacy, and the absence of effective interaction and feedback mechanisms (Castilla et al., 2018; Lee & Jeon, 2024).”
Gasch, C., Javanmardi, A., Khan, A., García‐Palacios, A., & Pagani, A. (2025) · Applied Sciences · doi:10.3390/app15063290 · Cited by 8
Virtual education in the rural sector: analysis of scientific literature
Valencia-Arías, A., Velásquez, L. M. M., Agudelo-Ceballos, E., Vásquez, J. T. C., García, J. A. J., & Rojas, E. M. (2025) · Frontiers in Education · doi:10.3389/feduc.2025.1567733 · Cited by 14
Zhang, C., Hou, J., & Zhang, H. (2025) · Frontiers in Public Health · doi:10.3389/fpubh.2025.1577231 · Cited by 10
Susilawati, S., Azizah, N. A. N., & Kusuma, H. H. (2021) · Jurnal Ilmiah Pendidikan Fisika Al-Biruni · doi:10.24042/jipfalbiruni.v10i2.10008 · Cited by 8
“The results of the study stated that the ability to design practicums can be carried out in virtual laboratories and live activities related to the digital literacy (Castilla et al., 2018; Lazonder et al., 2020).”
BackgroundLiu, C.-C., & Wang, Y. (2023) · Journal of Intelligence · doi:10.3390/jintelligence11030046 · Cited by 8
Rodríguez, M. L., Rodríguez‐Fórtiz, M. J., Hornos, M. J., Samos, J., Rodríguez-Domínguez, C., & Rute-Pérez, S. (2020) · Behaviour and Information Technology · doi:10.1080/0144929x.2020.1750702 · Cited by 10
A Usability Evaluation of Diabetes Mobile Applications
Hsieh, M.-H., Chen, Y.-C., & Ho, C.-H. (2019) · Lecture notes in computer science · doi:10.1007/978-3-030-22636-7_1 · Cited by 8
Chang, Z., Ahmed, N., Li, R., & Huai, J. (2025) · Agriculture · doi:10.3390/agriculture15131399 · Cited by 6
Shang, D., Williams, C., Joshi, A., & Baynard, C. W. (2025) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2025.106054 · Cited by 6
Lian, J., Li, X., Zhao, M., Zhao, Y., & Zhu, Q. (2023) · Lecture notes in computer science · doi:10.1007/978-3-031-48041-6_7 · Cited by 8
Heredia-R, M., Falconí, V., H-Silva, J., Amores, K., Endara, C. A., & F-Ausay, K. (2020) · Advances in intelligent systems and computing · doi:10.1007/978-3-030-60467-7_38 · Cited by 2
Yoon, J., Lee, M., & Cho, J. (2024) · Public Health Weekly Report · doi:10.56786/phwr.2024.17.48.2 · Cited by 5
Barbareschi, G., Sato, C., Şenyer, S., Junpeng, M. P., Zhao, J., Chen, D. D., Ellis, K., & Kunze, K. S. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3714234 · Cited by 5
“…divides and foster greater affinity throughout ageing demographics [83, 91], exploring new avenues for interaction with AI [22, 109], delivering Information and Communication Technology (ICT) training courses [20, 86], and creating dedicated applications for conversational agents [80, 126].”
Fostering active aging in older adults: results of a communication and social skills program
Khajehpour, M. H., Mahani, S. A., Mohammad-Rezakhani, H., & Farokhzadian, J. (2025) · BMC Geriatrics · doi:10.1186/s12877-025-06333-6 · Cited by 5
The Sickening Truth of the Digital Divide
Stephens, M., & Mankee‐Williams, A. (2021) · Journal of Social Inclusion · doi:10.36251/josi227 · Cited by 5
Chen, X., Chen, Z., Lin, L., Yan, H., Huang, Z., & Huang, Z. G. (2023) · IEEE Access · doi:10.1109/access.2023.3321831 · Cited by 8
Rivinen, S., Rasi, P., Vuojärvi, H., & Purtilo-Nieminen, S. (2022) · Seminar net · doi:10.7577/seminar.4075 · Cited by 5
“…three dimensions of media literacy (use, understand, create) and make use of various kinds of pedagogical approaches, such as peer-to-peer teaching (Castilla et al., 2018); intergenerational approaches (Gall, 2014; Tambaum, 2017); the use of compassionate and experienced teachers (Vacek &…”
BackgroundOh, J. (2023) · The Gerontologist · doi:10.1093/geront/gnad092 · Cited by 17
Digital mentoring in Australian communities: a report prepared for Australia Post
Dezuanni, M., Marshall, A., Cross, A., Burgess, J., & Mitchell, P. R. (2019) · QUT ePrints (Queensland University of Technology) · Cited by 5
Continuance intention of cultural museum virtual human based on PLS-SEM analysis of MRT and UGT
Sun, X., Wang, F., & Jin, W. (2026) · npj Heritage Science · doi:10.1038/s40494-026-02407-9 · Cited by 4
da Silva, C. V., Oliveira, A. L., Petrella, S., Dias, P. C., & Branco, F. (2025) · European Social Work Research · doi:10.1332/27551768y2025d000000038 · Cited by 4
Situated cognition: understanding the acquisition dependence of digital literacy
Yang, F., ZHANG, H., Hu, Q., & Ren, Y. (2025) · Journal of Documentation · doi:10.1108/jd-04-2025-0093 · Cited by 4
The Contribution of Social Networks to the Technological Experience of Elderly Users
Ramos, C. M. Q., & Rodrigues, J. M. F. (2019) · Lecture notes in computer science · doi:10.1007/978-3-030-23563-5_43 · Cited by 4
The Role of ICT Tools through a Community Program Co-creation in a Japanese Aging Community
Zhao, J., Chen, D. D., Barbareschi, G., & Sato, C. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3714158 · Cited by 4
“While there is substantial research focusing on increasing the digital skills of older adults [6, 49, 54], there is less emphasis in unpacking the complexities of the ways in which they already utilize ICT tools in association with many of their personal interests and activities within their own…”
Pizzul, D., & Caliandro, A. (2025) · International Journal of Lifelong Education · doi:10.1080/02601370.2025.2584047 · Cited by 3
An Evaluation of the New Zealand SilverTech Smartphone Course for Older Adults
Jaye, C., McLean, R., Lin, J., Beardsmore, K., & George, D. (2024) · Journal of Applied Gerontology · doi:10.1177/07334648241306941 · Cited by 4
Anand, P., & Pandey, A. (2025) · SAGE Open · doi:10.1177/21582440251343381 · Cited by 3
“The factors affecting digital adoption may vary in different socioeconomic contexts at a community, district and micro-regional level (Castilla et al., 2018; Peng & Yu, 2022; Satpati & Sharma, 2022).”
An, S., Lim, Y., & Chung, S. (2022) · Research in Community and Public Health Nursing · doi:10.12799/jkachn.2022.33.1.53 · Cited by 3
Pott, K., Simmen, Y., Kalunder, M., & Agotai, D. (2023) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/3584931.3607490 · Cited by 3
“The learnability of the system can be further enhanced by the use of a digital agent that provides instructions during usage in order to reduce stress and anxiety associated with ICT [4].”
BackgroundFuchs, K., & Aguilos, V. (2023) · International Journal of Information and Education Technology · doi:10.18178/ijiet.2023.13.3.1829 · Cited by 5
“It is said that the successful integration of social media into the learning process depends on the course instructors‟ ability and, therefore, influences the effectiveness of the use of social media in “formal education” [8].”
BackgroundWho Helps the Helpers?: Complications and Considerations for ICT Instructors Teaching Older Adults
Song, J., Lee, B., Seo, J., & Choe, E. K. (2025) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3706599.3720257 · Cited by 2
Multidimensional digital vulnerability among older adults
Sakariassen, H. (2025) · Nordicom Review · doi:10.2478/nor-2025-0012 · Cited by 3
Defining digital mentoring to advance adult digital inclusion
Marshall, A., Dezuanni, M., & Hourigan, A. (2025) · Community Development Journal · doi:10.1093/cdj/bsaf021 · Cited by 6
Sun, H., Jing, P., Fu, X., & Xu, J. (2025) · Cities · doi:10.1016/j.cities.2025.106536 · Cited by 2
Cao, Y., Yang, X., Luo, S., & Wong, K. (2026) · Scientific Reports · doi:10.1038/s41598-026-37657-x · Cited by 2
Using Abstract Icon Systems in the Digital Divide Era: Are Users Icon Blind?
Capobianco, A., Chibout, K., Kontiebo, P., & Cazier, D. (2021) · Communications in computer and information science · doi:10.1007/978-3-030-78635-9_15 · Cited by 2
Analisis Bibliometrik Tren Penelitian Literasi Pada Lansia dengan Menggunakan VOSviewer
Azzahrawaani, Z., Johan, R. C., & Ardiansah (2023) · BACA JURNAL DOKUMENTASI DAN INFORMASI · doi:10.55981/baca.2023.1679 · Cited by 2
“…et al ., 2016) Health Literacy And Fear Of Cancer Progression In Elderly Women Newly Diagnosed With Breast Cancer-A Longitudinal Analysis 58 (Castilla et al ., 2018) Teaching Digital Literacy Skills To The Elderly Using A Social Network With Linear Navigation: A Case Study In A Rural Area…”
MethodBildung im digitalen Wandel. Die Bedeutung digitaler Medien für soziales Lernen und Teilhabe
:null (2023) · Waxmann Verlag GmbH eBooks · doi:10.31244/9783830998464 · Cited by 9
Leber, J., Heinemann, A., Sander, P., Ahmad, C., Meneghinello, L., & Peters, L. (2023) · Waxmann Verlag GmbH eBooks · doi:10.31244/9783830998464.03 · Cited by 2
Avatar quality: A study on presence and user preference
Gasch, C., Javanmardi, A., García‐Palacios, A., & Pagani, A. (2024) · IEEE International Conference on Artificial Intelligence and eXtended and Virtual Reality (AIxVR) · doi:10.1109/aixvr59861.2024.00022 · Cited by 2
“This graphics card enables the execution of the software with minimal delay in the user’s image and movements.”
MethodUnderstanding smart village concepts: digital literacy and mobile technology
Dirgatama, C. H. A., Permansah, S., & Rusmana, D. (2024) · Journal of Education and Learning (EduLearn) · doi:10.11591/edulearn.v18i3.21293 · Cited by 2
“Digital literacy opportunities vary between classes based on average performance.”
Lifelong Learning and Healthy Ageing: A Global and Singaporean Perspective
Harding, S. C., Thang, L. L., & Subramaniam, A. (2024) · Topics in Geriatric Care. · doi:10.1007/978-981-96-0462-3_5 · Cited by 2
Nezhad, A. S., droudi, F., & rahjoo, F. (2021) · پژوهشنامه پردازش و مدیریت اطلاعات · doi:10.52547/jipm.37.2.641 · Cited by 2
Viisauden piirteiden ilmentymät ikääntyneiden tietotyöläisten mediasuhteissa
Cornér, T. (2020) · Gerontologia · doi:10.23989/gerontologia.87315 · Cited by 2
Kapadia, S. J., Gao, Y., & Cumming, E. (2021) · Health Promotion Perspectives · doi:10.34172/hpp.2021.30 · Cited by 3
Polinska, V. (2022) · LU Akadēmiskais apgāds eBooks · doi:10.22364/vv.r.22 · Cited by 2
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
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review