The DOI matches its Crossref record; 26 of the 26 references it cites were found in a registry or an index.
Age Differences in Attitudes Toward Computers
Abstract
It is commonly believed that older adults hold more negative attitudes toward computer technology than younger people. This study examined age differences in attitudes toward computers as a function of experience with computers and computer task characteristics. A sample of 384 community-dwelling adults ranging in age from 20 to 75 years performed one of three real-world computer tasks (data entry, database inquiry, accounts balancing) for a 3-day period. A multidimensional computer attitude scale was used to assess attitudes toward computers pretask and posttask. Although there were no age differences in overall attitudes, there were age effects for the dimensions of comfort, efficacy, dehumanization, and control. In general, older people perceived less comfort, efficacy, and control over computers than did the other participants. The results also indicated that experience with computers resulted in more positive attitudes for all participants across most attitude dimensions. These effects were moderated by task and gender. Overall, the findings indicated that computer attitudes are modifiable for people of all age groups. However, the nature of computer experience has an impact on attitude change.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
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?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“The lack of motivation, experience, knowledge, access, understanding, and usability also challenge the adoption of technologies [14].”
From Design Guidelines of Mobile Apps for Older Adults: Systematic Review and Thematic Analysis (2023) · cites this paper as [14]
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“An earlier study indicated that older people (60-75 years) perceived less comfort, efficacy and control over computers relative to younger participants, however, direct experience with computers resulted in more positive attitudes (Czaja and Sharit, 1998).”
From Older Adults Perceptions of Technology and Barriers to Interacting with Tablet Computers: A Focus Group Study (2017) · cites this paper as Czaja and Sharit, 1998
The cited source says what the claim attributes to it.
In the citing paper
“Czaja and Sharit (1998) reported that women found computers more dehumanizing following task experience; however, women also experienced a greater sense of comfort following task experience compared with men.”
From Older Adults Perceptions of Technology and Barriers to Interacting with Tablet Computers: A Focus Group Study (2017) · cites this paper as Czaja and Sharit, 1998
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Folstein, M. F., Folstein, S. E., & McHugh, P. R. (1975) · Journal of Psychiatric Research · doi:10.1016/0022-3956(75)90026-6 · Cited by 88,282
Development of NASA-TLX (Task Load Index): Results of Empirical and Theoretical Research
(1988) · Advances in Psychology · doi:10.1016/s0166-4115(08)62386-9 · Cited by 15,003
Handbook of Human-Computer Interaction
(1988) · Elsevier eBooks · doi:10.1016/c2009-0-12113-x · Cited by 2,058
An inventory for the measurement of self‐reported stress and arousal
Mackay, C., Cox, T., Burrows, G., & Lazzerini, T. (1978) · British Journal of Social and Clinical Psychology · doi:10.1111/j.2044-8260.1978.tb00280.x · Cited by 533
On the consistency between attitudes and behavior: Look to the method of attitude formation
Regan, D. T., & Fázio, R. H. (1977) · Journal of Experimental Social Psychology · doi:10.1016/0022-1031(77)90011-7 · Cited by 393
Designing Experiments and Analysing Data.
Morrey, G. H., Maxwell, S. E., & Delaney, H. D. (1991) · Journal of the Royal Statistical Society Series C (Applied Statistics) · doi:10.2307/2347533 · Cited by 370
Designing Experiments and Analyzing Data.
Percy, D. F., Maxwell, S. E., & Delaney, H. D. (1991) · Journal of the Royal Statistical Society Series D (The Statistician) · doi:10.2307/2348301 · Cited by 307
Age Differences in Computer Anxiety: The Role of Computer Experience, Gender and Education
Dyck, J. L., & Smither, J. A.-A. (1994) · Journal of Educational Computing Research · doi:10.2190/e79u-vcrc-el4e-hryv · Cited by 306
The nature of job-related age stereotypes.
Rosen, B., & Jerdee, T. H. (1976) · Journal of Applied Psychology · doi:10.1037/0021-9010.61.2.180 · Cited by 250
Influence of Direct Computer Experience on Older Adults' Attitudes Toward Computers
Jay, G., & Willis, S. L. (1992) · Journal of Gerontology · doi:10.1093/geronj/47.4.p250 · Cited by 230
Flagged first, then by citations
Research works printed but not linked: 3
- Derogatis, L. R. (1977). SCL-90R (Rev. ed.) [Manual. Baltimore, MD: John Hopkins University School of Medicine, Clinical Pychometrics Unit.
- Edwards, R., & Engelhardt, K. G. (1989). Microprocessor-based innova- tions and older individuals: AARP survey results and their implications for service robotics. International Journal of Technology and Aging, 2, 56-76.
- Sharit, I , Czaja, S. J., Nair, S. N., Hoag, D. W., Leonard, D. C , & Dilsen, consumers. Journal of Retailing, 63, 49-68.
Cited by
Sorted by citations
Items 301–380 of 380
Technology and Ageing: Potential for European Societies
Claßen, K., Schmidt, L. I., & Wahl, H. (2012) · Springer eBooks · doi:10.1007/978-1-4419-8345-9_3 · Cited by 1
Ng, M. L. Y., Bakar, K. A., Wong, S. L., & Roslan, S. B. (2008) · Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia) · Cited by 1
An Analysis on the Internet Uses and Barriers of the Older Adults in Korea
Kim, H., Kim, P., & Lee, M.-S. (2014) · Journal of the Korean Society for Library and Information Science · doi:10.4275/kslis.2014.48.1.257 · Cited by 1
Assessing Conceptualizations of User Friendliness for Consumer Products
Harrington, C., Taylor, J. R. I., Cowley, J. A., & Wogalter, M. S. (2013) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/1541931213571295 · Cited by 1
Batenburg, R. S., Versendaal, J., & Breedveld, E. J. (2008) · Journal of Cases on Information Technology · doi:10.4018/jcit.2008100104 · Cited by 1
The use of online groups to involve older people in influencing nursing care guidance
Kelly, T. B., Schofield, I., Booth, J., & Tolson, D. (2006) · Groupwork · doi:10.1921/0951824x.16.1.69 · Cited by 1
Attitudinal study of older adult African Americans' interaction with computers
Lovell-Martin, N. L. (2009) · Cited by 1
Learning Style and Attitude toward Computer among Iranian Medical Students
Alavi, S. S., & Makarem, J. (2016) · DOAJ (DOAJ: Directory of Open Access Journals) · doi:10.22037/jme.v14i1.11325 · Cited by 1
Are you a Maverick? Towards a Segmentation of Collaboration Technology Users Research-in-Progress
Schacht, S., Morana, S., Urbach, N., & Maedche, A. (2015) · Cited by 1
The Seventh Validation Study: The Increasing Acceptance of Onscreen Marking: The ‘iPad Effect’
Coniam, D., & Falvey, P. (2016) · Springer eBooks · doi:10.1007/978-981-10-0434-6_11 · Cited by 1
Responses to Changes in the Downtown Area of a Booming Midwest City
Bertsch, A., Saeed, M., & Ondracek, J. (2017) · Journal of International Business Research and Marketing · doi:10.18775/jibrm.1849-8558.2015.31.3003 · Cited by 1
School Principals’ Attitudes and Level of Technology Integration in Moroccan Public Schools
Laouni, N.-E. (2023) · TESOL and Technology Studies · doi:10.48185/tts.v4i1.542 · Cited by 1
New Learners' Experiences in Using e-Learning Technology in the Open University Malaysia
Latif, L. A., Bahroom, R., & Ng, M. S. (2012) · Knowledge based platform (Open University Malaysia) · Cited by 1
Gullà, F., Ceccacci, S., Menghi, R., & Germani, M. (2018) · International Conference on PErvasive Technologies Related to Assistive Environments (PETRA) · doi:10.1145/3197768.3197773 · Cited by 1
Zhang, J., Song, S., & Zhu, Q. (2021) · BMJ Open · doi:10.1136/bmjopen-2021-049186 · Cited by 1
Mobbs, S., & Lund, G. K. (2021) · Animation Practice Process & Production · doi:10.1386/ap3_000029_1 · Cited by 1
Improving web accessibility for older adults based on error detection strategies
Taylor, A. (2012) · doi:10.31274/etd-180810-2719 · Cited by 1
No senior left behind: Creating older adult computer users
Harrod, M. (n.d.) · ProQuest Demo Repository · Cited by 1
Is a multi-touch gesture interface based on a tablet better than a smart phone for elderly users?
Wang, P. (2014) · Tuwhera (Auckland University of Technology) · Cited by 1
LA CAPACITACIÓN DOCENTE: SU INFLUENCIA EN EL CAMBIO DE ACTITUDES HACIA LA COMPUTADORA
Martín, R. D., Montero, Y. H., & Pedrosa, M. E. (2006) · Redalyc (Universidad Autónoma del Estado de México) · Cited by 1
Windows Positioning System: Aural Assistance Environment for the Aging in Windows Navigation
Chu, C. N. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-21619-0_53 · Cited by 1
Laiho, M. S. (2011) · Työväentutkimus Vuosikirja · Cited by 1
Wissman, J. A. (2002) · Cited by 1
Informatics and Society: The Challenge of Improving IT Accessibility
Diamond, B. J., & Shreve, G. M. (2005) · DOAJ (DOAJ: Directory of Open Access Journals) · Cited by 1
Pedram, S. (2018) · Research Online (University of Wollongong) · Cited by 1
Gu, D., Hoh, J. W. T., Lu, S., & Feng, Q. (2021) · Springer eBooks · doi:10.1007/978-3-030-22009-9_1104 · Cited by 1
DESIRED CHARACTERISTICS OF 'SMART' NIGHTSTANDS FOR HIGHER AND LOWER FUNCTIONING OLDER ADULTS
Smolentzov, L. (2010) · TigerPrints (Clemson University) · Cited by 1
Aging consumers and technological rejection
Thanasrivanitchai, J., & Shannon, R. M. (2014)
Internet y el consumo de sustancias psicoactivas entre los usuarios de drogas de diseño
Boyer, E. W., Shannon, M. W., & Hibberd, P. L. (2005) · PEDIATRICS
Buller, D. B. (2006) · Wiley Encyclopedia of Clinical Trials · doi:10.1002/9780471462422.eoct048
Effekten av internetbaserad interaktion som komplement vid social samvaro bland äldre
Amilon, K. (2007) · Lund University Publications Student Papers (Lund University)
Het ZWIP, een digitale overlegtafel voor ouderen en hulpverleners
Robben, S. H., Perry, M., Huisjes, M., van Nieuwenhuijzen, L., Schers, H., van Weel, C., Rikkert, M. G. M. O., van Achterberg, T., Heinen, M. M., & Melis, R. J. F. (2014) · Huisarts en Wetenschap · doi:10.1007/s12445-014-0034-9
Intelligent Browsing Support for Older Adults
Hunter, A., Sayers, H., & Mcdaid, L. J. (2015)
Organizational Social Asset and Firm Competitiveness in the Nigerian Telecommunication Sector
Akpotu, C., & Asiegbu, F. (2013)
Marques, J. (2013) · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) · doi:10.34626/7cjh-je58
Ros, C. R., Jégou, G., & Etta, S. M. (2004)
Netgeneration and Computer Course
Bodnár, É., & Sass, J. G. (2012) · The European Journal of Social & Behavioural Sciences · doi:10.15405/futureacademy/ejsbs(2301-2218).2012.1.9
Evaluation of Digital Checklists for Command and Control Operations
McClernon, C. K., Finomore, V. S., Andre, T. S., Jeffery, F. S., & Myers, O. N. (2016) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/1541931213601255
EVALUATION OF A COMPUTER COURSE FOR INCREASED COMPUTER USAGE BY OLDER ADULTS
Fang, E. W., & Wilson, D. M. (2016) · International Journal of Nursing Student Scholarship
Emerging Literature on Cognitive Intervention Techniques for Early Stage Dementia
B, J. W. D. (2016) · Journal of Psychology & Clinical Psychiatry · doi:10.15406/jpcpy.2016.06.00377
Potencial das Plataformas de Avaliação e Monitorização da Saúde do Idoso à Distância
Costa, T., Pinto, C., Afonso, D., Laranjeira, S., Ferreira, C., Amado, J., & Queiroz, J. A. (2014) · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)
Gilly, M. C., Merage, P., & Munsinger, G. M. (2012)
Priming of Landmarks During Object-Location Tasks: Effects on Self-Efficacy of Older Adults.
Kraemer, K. R., & Black, S. (2016) · doi:10.13140/rg.2.2.11815.44967
Chao, W.-Y., Qu, Q., Zhang, L., & Duffy, V. G. (2017) · Lecture notes in computer science · doi:10.1007/978-3-319-58466-9_13
Kautish, Y., Junior Sundresh, N., & Kautish, N. (2017) · Journal of Evidence Based Medicine and Healthcare · doi:10.18410/jebmh/2017/933
Working in a Highly Automated Truck - Who, What and Why?
Janson, A., & Lindqvist, C. (2017) · KTH Publication Database DiVA (KTH Royal Institute of Technology)
An Aging Workforce and Work Environment: A Hotel Case Study in China
Yang, E., & Nie, Y. (2017) · Journal of Facility Management Education and Research · doi:10.22361/jfmer/81608
Tap and Swipe Activity Zones on Smartphones for Novice Older Adults
Silva, P. A., Leitão, R., & Kerwin, M. K. (2018) · International Journal of Creative Interfaces and Computer Graphics · doi:10.4018/ijcicg.2018070102
Impact Of It Factors In Nepali Small Family Business Turnover
Universidad Tecnologica de La Laguna Durango, M., Kandel, B. K., & Acharya, J. (2018) · SocioEconomic Challenges · doi:10.21272/sec.2(4).87-100.2018 · Cited by 12
PUBLIKATION II. COMPUTER-RELATED CAUSAL ATTRIBUTIONS: THE ROLE OF SOCIODEMOGRAPHIC FACTORS
Niels, A., Guczka, S. R., & Janneck, M. (2019) · Springer eBooks · doi:10.1007/978-3-658-25596-1_5
Aging and Health Literacy: Site of Proximity to the Community
Faria, M. C., Faria, M. I., & Lozano, S. (2020) · Communications in computer and information science · doi:10.1007/978-3-030-41494-8_32
Harvey, J. (2020) · IntechOpen eBooks · doi:10.5772/intechopen.94963
Acompanhamento à distância: que benefícios para os idosos e seus familiares
Costa, T. (2014) · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)
Resistance to Technological Change Within a Manufacturing Context
Ramnarian, V. S. (2011) · ResearchSpace (University of KwaZulu-Natal)
Future of Interactive technologies
Mohammed, N. M. (2026) · Edinburgh Napier Research Repository (Edinburgh Napier University) · doi:10.17869/enu.204044
Gu, D., Hoh, J. W. T., Lu, S., & Feng, Q. (2021) · Springer eBooks · doi:10.1007/978-3-319-69892-2_1104-1
Gu, D., Hoh, J. W. T., Lu, S., & Feng, Q. (2022) · Springer eBooks · doi:10.1007/978-3-319-69892-2_1104-2
(2019) · Gerontechnology · doi:10.1108/978-1-78743-291-820191019
Baelen, F. V., Regge, M. D., Larivière, B., Verleye, K., Schelfout, S., & Eeckloo, K. (2021) · doi:10.2196/preprints.33772
Tap and Swipe Activity Zones on Smartphones for Novice Older Adults
Silva, P. A., Leitão, R., & Kerwin, M. K. (2022) · IGI Global eBooks · doi:10.4018/978-1-6684-5295-0.ch051
Batenburg, R. S., Versendaal, J., & Breedveld, E. J. (2012) · IGI Global eBooks · doi:10.4018/978-1-4666-0981-5.ch015
The Impact of Gender on English Professors’ Use of Computer Technologies in Moroccan Universities
Laabidi, H., & Laabidi, Y. (2022) · The Journal of Quality in Education · doi:10.37870/joqie.v12i19.314
Factors influencing perceived learning of students during online classes: A case study from Taiwan
Chiu, K.-C., Agrawal, S., & Chen, R.-C. (2022) · International Conference on Frontiers of Educational Technologies (ICFET) · doi:10.1145/3545862.3545875
E-Ticketing and Service Delivery of Road Transport Companies in Rivers State
Adejare, O. A., & Ozuru, H. N. (2023) · INTERNATIONAL JOURNAL OF MARKETING AND COMMUNICATION STUDIES · doi:10.56201/ijmcs.v7.no2.2023.pg30.40
The use of online groups to involve older people in influencing nursing care guidance
Kelly, T. B., Schofield, I., Booth, J., & Tolson, D. (2012) · Groupwork · doi:10.1921/gpwk.v16i1.592
Attitude of healthcare workers towards information technology
Milidrag, D., Tanović, A., Medenica, I., & Davidović, L. (2024) · Биомедицинска истраживања · doi:10.59137/bii202401398m
Differential response time among adults from different age groups on PIAAC literacy items
Li, H., & Bialo, J. A. (2024) · Current Psychology · doi:10.1007/s12144-024-07138-3
Mohammed, A. B., & Al-Omari, M. (2025) · Emerald Group Publishing Limited eBooks · doi:10.1108/978-1-83662-518-620251020
Liang, D., & Lau, N. K. C. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5370758
Staddon, R. V. (2020) · Figshare · doi:10.6084/m9.figshare.12017364
Szabó, B. M., Őrsi, B., & Csukonyi, C. (2024) · Figshare · doi:10.6084/m9.figshare.25059491
Harvin, S., Guetterman, T. C., Hirko, K. A., Flores, E., Bhargava, A., Poore, K., Adwere-Boamah, R., Orr, J., June, K., MacDonald, M., et al. (2026) · Contemporary Clinical Trials · doi:10.1016/j.cct.2026.108322
Bhatia, S., & Ryan, A. M. (2018) · Emerald Group Publishing Limited eBooks · doi:10.1108/978-1-64113-157-520251005 · Cited by 3
Liu, H., & Koehler, M. J. (2026) · Discover Education · doi:10.1007/s44217-026-01683-8
Compatibility of Information and Interface of Universities’ Multilingual Websites
Hankiewicz, K. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-21006-3_8
Metadata
- Authors
- Czaja, S. J., & Sharit, J.
- Affiliations
- University of Miami (US)
- Corresponding author
- Czaja, S. J.
- Venue
- The Journals of Gerontology Series B: Psychological Sciences and Social Sciences
- Publisher
- Oxford University Press (OUP)
- Published
- 1998-09-01
- Volume
- 53B
- Issue
- 5
- Pages
- P329-P340
- ISSN
- 1079-5014 (ISSN-L)
- 1758-5368
- OpenAlex
- W2104988505
- Cited by
- 380
- References
- 26
- Citations by year
- 2026: 4 · 2025: 6 · 2024: 9 · 2023: 9 · 2022: 13 · 2021: 15 · 2020: 14 · 2019: 15 · 2018: 17 · 2017: 13 · 2016: 15 · 2015: 23 · 2014: 18 · 2013: 19 · 2012: 24
- FWCI
- 20.32
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The Journals of Gerontology Series B (publishedVersion)
- PubMed (publishedVersion)
- Funders
- University of Miami
- National Institutes of Health (5p50ag011748-05)
- National Institute on Aging (AG11748-05)
- Topics
- Health Sciences › Medicine › Geriatrics and Gerontology › Technology Use by Older Adults
- Social Sciences › Psychology › Developmental and Educational Psychology › Aging and Gerontology Research
- Social Sciences › Gender Studies › Gender and Technology in Education
- Keywords
- age differences, attitudes toward computers, older adults, computer experience, dehumanization, perceived control, attitude change, gender differences, community-dwelling adults
- MeSH terms
- Adult, Age Factors, Aged, Attitude to Computers, Computer Literacy, Female, Humans, Male, Middle Aged, Sex Factors, Stress, Physiological, Task Performance and Analysis, Workload
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