A rapid review of the effectiveness of interventions for addressing digital exclusion in older adults Article Swipe
Alesha Wale
,
Jordan Everitt
,
Toby Ayres
,
Chukwudi Okolie
,
Helen Morgan
,
Hannah Shaw
,
Rhiannon Tudor Edwards
,
Jacob Davies
,
Ruth Lewis
,
Alison Cooper
,
Adrian Edwards
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1101/2024.03.21.24304670
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1101/2024.03.21.24304670
Older adults constitute the largest proportion of non-users of the internet. With the increasing digitalisation of services, in particular those provided in Social Care in Wales, it is important to understand how best to support older adults to overcome the challenges they face with accessing or engaging with the digital world (for personal use). This rapid review aimed to assess the effectiveness of interventions to address digital exclusion in older adults (aged 60 years and above). Digital exclusion can occur due to issues with motivation (if people do not see why the internet might be beneficial), accessibility (unable to physically access to the internet), ability (lack of skills to use the internet) or affordability (unable to afford access to the internet) of digital technology. Research Implications and Evidence Gaps The majority of studies included in this review were of low quality. It is unclear whether study findings would be generalisable to the UK. Outcome measures were heterogeneous across studies making it difficult to compare findings directly. Only one study assessed the cost-effectiveness of a digital education intervention. No study reported on interventions to address language barriers, for example, that may be experienced by people whose first language is not English. No study focused specifically on interventions to improve access to, or affordability of the internet and digital technologies to overcome digital exclusion. Further high-quality UK-based research is needed to better understand the effectiveness and cost-effectiveness of interventions for addressing digital exclusion in older adults. Policy and Practice Implications This rapid review highlighted the potential benefits of a range of complex multi-component educational interventions , particularly with regards to improving digital literacy, and suggests that older adults are accepting of these interventions. To reduce digital exclusion in older adults, evidence suggests it may be important to ensure structural barriers, such as access to the internet and affordability of devices are removed. However, the cost of provision should be considered and assessed. Educational interventions may help to reduce perceptual barriers regarding digital technologies that contribute to digital exclusion including lack of confidence, fear and anxiety, or perceived lack of abilities. It is important to consider that older adults should be equipped with the skills to make an informed choice to interact with essential services physically (offline) or digitally. With the increasing digitalisation of services, it is important that older members of the community who do not wish to use digital technologies, are not left behind or disadvantaged. Funding statement Public Health Wales were funded for this work by the Health and Care Research Wales Evidence Centre, itself funded by Health and Care Research Wales on behalf of Welsh Government.
Related Topics
Concepts
Metadata
- Type
- review
- Language
- en
- Landing Page
- https://doi.org/10.1101/2024.03.21.24304670
- https://www.medrxiv.org/content/medrxiv/early/2024/03/22/2024.03.21.24304670.full.pdf
- OA Status
- green
- Cited By
- 1
- References
- 6
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4393065600
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4393065600Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1101/2024.03.21.24304670Digital Object Identifier
- Title
-
A rapid review of the effectiveness of interventions for addressing digital exclusion in older adultsWork title
- Type
-
reviewOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-03-22Full publication date if available
- Authors
-
Alesha Wale, Jordan Everitt, Toby Ayres, Chukwudi Okolie, Helen Morgan, Hannah Shaw, Rhiannon Tudor Edwards, Jacob Davies, Ruth Lewis, Alison Cooper, Adrian EdwardsList of authors in order
- Landing page
-
https://doi.org/10.1101/2024.03.21.24304670Publisher landing page
- PDF URL
-
https://www.medrxiv.org/content/medrxiv/early/2024/03/22/2024.03.21.24304670.full.pdfDirect link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://www.medrxiv.org/content/medrxiv/early/2024/03/22/2024.03.21.24304670.full.pdfDirect OA link when available
- Concepts
-
Psychological intervention, Social exclusion, Computer science, Psychology, Economics, Economic growth, PsychiatryTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
1Total citation count in OpenAlex
- Citations by year (recent)
-
2025: 1Per-year citation counts (last 5 years)
- References (count)
-
6Number of works referenced by this work
- Related works (count)
-
10Other works algorithmically related by OpenAlex
Full payload
| id | https://openalex.org/W4393065600 |
|---|---|
| doi | https://doi.org/10.1101/2024.03.21.24304670 |
| ids.doi | https://doi.org/10.1101/2024.03.21.24304670 |
| ids.openalex | https://openalex.org/W4393065600 |
| fwci | 3.11104299 |
| type | review |
| title | A rapid review of the effectiveness of interventions for addressing digital exclusion in older adults |
| biblio.issue | |
| biblio.volume | |
| biblio.last_page | |
| biblio.first_page | |
| topics[0].id | https://openalex.org/T11977 |
| topics[0].field.id | https://openalex.org/fields/33 |
| topics[0].field.display_name | Social Sciences |
| topics[0].score | 0.9980000257492065 |
| topics[0].domain.id | https://openalex.org/domains/2 |
| topics[0].domain.display_name | Social Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/3317 |
| topics[0].subfield.display_name | Demography |
| topics[0].display_name | Technology Use by Older Adults |
| topics[1].id | https://openalex.org/T12207 |
| topics[1].field.id | https://openalex.org/fields/36 |
| topics[1].field.display_name | Health Professions |
| topics[1].score | 0.968999981880188 |
| topics[1].domain.id | https://openalex.org/domains/4 |
| topics[1].domain.display_name | Health Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/3609 |
| topics[1].subfield.display_name | Occupational Therapy |
| topics[1].display_name | Assistive Technology in Communication and Mobility |
| topics[2].id | https://openalex.org/T10009 |
| topics[2].field.id | https://openalex.org/fields/27 |
| topics[2].field.display_name | Medicine |
| topics[2].score | 0.9047999978065491 |
| topics[2].domain.id | https://openalex.org/domains/4 |
| topics[2].domain.display_name | Health Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/2738 |
| topics[2].subfield.display_name | Psychiatry and Mental health |
| topics[2].display_name | Dementia and Cognitive Impairment Research |
| is_xpac | False |
| apc_list | |
| apc_paid | |
| concepts[0].id | https://openalex.org/C27415008 |
| concepts[0].level | 2 |
| concepts[0].score | 0.7269744873046875 |
| concepts[0].wikidata | https://www.wikidata.org/wiki/Q7256382 |
| concepts[0].display_name | Psychological intervention |
| concepts[1].id | https://openalex.org/C134659438 |
| concepts[1].level | 2 |
| concepts[1].score | 0.42934900522232056 |
| concepts[1].wikidata | https://www.wikidata.org/wiki/Q5853064 |
| concepts[1].display_name | Social exclusion |
| concepts[2].id | https://openalex.org/C41008148 |
| concepts[2].level | 0 |
| concepts[2].score | 0.37445157766342163 |
| concepts[2].wikidata | https://www.wikidata.org/wiki/Q21198 |
| concepts[2].display_name | Computer science |
| concepts[3].id | https://openalex.org/C15744967 |
| concepts[3].level | 0 |
| concepts[3].score | 0.3066428303718567 |
| concepts[3].wikidata | https://www.wikidata.org/wiki/Q9418 |
| concepts[3].display_name | Psychology |
| concepts[4].id | https://openalex.org/C162324750 |
| concepts[4].level | 0 |
| concepts[4].score | 0.19539836049079895 |
| concepts[4].wikidata | https://www.wikidata.org/wiki/Q8134 |
| concepts[4].display_name | Economics |
| concepts[5].id | https://openalex.org/C50522688 |
| concepts[5].level | 1 |
| concepts[5].score | 0.15216246247291565 |
| concepts[5].wikidata | https://www.wikidata.org/wiki/Q189833 |
| concepts[5].display_name | Economic growth |
| concepts[6].id | https://openalex.org/C118552586 |
| concepts[6].level | 1 |
| concepts[6].score | 0.06626099348068237 |
| concepts[6].wikidata | https://www.wikidata.org/wiki/Q7867 |
| concepts[6].display_name | Psychiatry |
| keywords[0].id | https://openalex.org/keywords/psychological-intervention |
| keywords[0].score | 0.7269744873046875 |
| keywords[0].display_name | Psychological intervention |
| keywords[1].id | https://openalex.org/keywords/social-exclusion |
| keywords[1].score | 0.42934900522232056 |
| keywords[1].display_name | Social exclusion |
| keywords[2].id | https://openalex.org/keywords/computer-science |
| keywords[2].score | 0.37445157766342163 |
| keywords[2].display_name | Computer science |
| keywords[3].id | https://openalex.org/keywords/psychology |
| keywords[3].score | 0.3066428303718567 |
| keywords[3].display_name | Psychology |
| keywords[4].id | https://openalex.org/keywords/economics |
| keywords[4].score | 0.19539836049079895 |
| keywords[4].display_name | Economics |
| keywords[5].id | https://openalex.org/keywords/economic-growth |
| keywords[5].score | 0.15216246247291565 |
| keywords[5].display_name | Economic growth |
| keywords[6].id | https://openalex.org/keywords/psychiatry |
| keywords[6].score | 0.06626099348068237 |
| keywords[6].display_name | Psychiatry |
| language | en |
| locations[0].id | doi:10.1101/2024.03.21.24304670 |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S4306402567 |
| locations[0].source.issn | |
| locations[0].source.type | repository |
| locations[0].source.is_oa | False |
| locations[0].source.issn_l | |
| locations[0].source.is_core | False |
| locations[0].source.is_in_doaj | False |
| locations[0].source.display_name | bioRxiv (Cold Spring Harbor Laboratory) |
| locations[0].source.host_organization | https://openalex.org/I2750212522 |
| locations[0].source.host_organization_name | Cold Spring Harbor Laboratory |
| locations[0].source.host_organization_lineage | https://openalex.org/I2750212522 |
| locations[0].license | cc-by-nd |
| locations[0].pdf_url | https://www.medrxiv.org/content/medrxiv/early/2024/03/22/2024.03.21.24304670.full.pdf |
| locations[0].version | acceptedVersion |
| locations[0].raw_type | posted-content |
| locations[0].license_id | https://openalex.org/licenses/cc-by-nd |
| locations[0].is_accepted | True |
| locations[0].is_published | False |
| locations[0].raw_source_name | |
| locations[0].landing_page_url | https://doi.org/10.1101/2024.03.21.24304670 |
| indexed_in | crossref |
| authorships[0].author.id | https://openalex.org/A5087509942 |
| authorships[0].author.orcid | |
| authorships[0].author.display_name | Alesha Wale |
| authorships[0].countries | GB |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I4210087753 |
| authorships[0].affiliations[0].raw_affiliation_string | Public Health Wales, United Kingdom |
| authorships[0].institutions[0].id | https://openalex.org/I4210087753 |
| authorships[0].institutions[0].ror | https://ror.org/00265c946 |
| authorships[0].institutions[0].type | healthcare |
| authorships[0].institutions[0].lineage | https://openalex.org/I4210087753 |
| authorships[0].institutions[0].country_code | GB |
| authorships[0].institutions[0].display_name | Public Health Wales |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Alesha Wale |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | Public Health Wales, United Kingdom |
| authorships[1].author.id | https://openalex.org/A5038264787 |
| authorships[1].author.orcid | https://orcid.org/0000-0003-3013-888X |
| authorships[1].author.display_name | Jordan Everitt |
| authorships[1].countries | GB |
| authorships[1].affiliations[0].institution_ids | https://openalex.org/I4210087753 |
| authorships[1].affiliations[0].raw_affiliation_string | Public Health Wales, United Kingdom |
| authorships[1].institutions[0].id | https://openalex.org/I4210087753 |
| authorships[1].institutions[0].ror | https://ror.org/00265c946 |
| authorships[1].institutions[0].type | healthcare |
| authorships[1].institutions[0].lineage | https://openalex.org/I4210087753 |
| authorships[1].institutions[0].country_code | GB |
| authorships[1].institutions[0].display_name | Public Health Wales |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Jordan Everitt |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Public Health Wales, United Kingdom |
| authorships[2].author.id | https://openalex.org/A5047033964 |
| authorships[2].author.orcid | https://orcid.org/0009-0001-6192-6785 |
| authorships[2].author.display_name | Toby Ayres |
| authorships[2].countries | GB |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I4210087753 |
| authorships[2].affiliations[0].raw_affiliation_string | Public Health Wales, United Kingdom |
| authorships[2].institutions[0].id | https://openalex.org/I4210087753 |
| authorships[2].institutions[0].ror | https://ror.org/00265c946 |
| authorships[2].institutions[0].type | healthcare |
| authorships[2].institutions[0].lineage | https://openalex.org/I4210087753 |
| authorships[2].institutions[0].country_code | GB |
| authorships[2].institutions[0].display_name | Public Health Wales |
| authorships[2].author_position | middle |
| authorships[2].raw_author_name | Toby Ayres |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | Public Health Wales, United Kingdom |
| authorships[3].author.id | https://openalex.org/A5052044175 |
| authorships[3].author.orcid | https://orcid.org/0000-0003-1423-9306 |
| authorships[3].author.display_name | Chukwudi Okolie |
| authorships[3].countries | GB |
| authorships[3].affiliations[0].institution_ids | https://openalex.org/I4210087753 |
| authorships[3].affiliations[0].raw_affiliation_string | Public Health Wales, United Kingdom |
| authorships[3].institutions[0].id | https://openalex.org/I4210087753 |
| authorships[3].institutions[0].ror | https://ror.org/00265c946 |
| authorships[3].institutions[0].type | healthcare |
| authorships[3].institutions[0].lineage | https://openalex.org/I4210087753 |
| authorships[3].institutions[0].country_code | GB |
| authorships[3].institutions[0].display_name | Public Health Wales |
| authorships[3].author_position | middle |
| authorships[3].raw_author_name | Chukwudi Okolie |
| authorships[3].is_corresponding | False |
| authorships[3].raw_affiliation_strings | Public Health Wales, United Kingdom |
| authorships[4].author.id | https://openalex.org/A5053102503 |
| authorships[4].author.orcid | https://orcid.org/0000-0002-6674-5377 |
| authorships[4].author.display_name | Helen Morgan |
| authorships[4].countries | GB |
| authorships[4].affiliations[0].institution_ids | https://openalex.org/I4210087753 |
| authorships[4].affiliations[0].raw_affiliation_string | Public Health Wales, United Kingdom |
| authorships[4].institutions[0].id | https://openalex.org/I4210087753 |
| authorships[4].institutions[0].ror | https://ror.org/00265c946 |
| authorships[4].institutions[0].type | healthcare |
| authorships[4].institutions[0].lineage | https://openalex.org/I4210087753 |
| authorships[4].institutions[0].country_code | GB |
| authorships[4].institutions[0].display_name | Public Health Wales |
| authorships[4].author_position | middle |
| authorships[4].raw_author_name | Helen Morgan |
| authorships[4].is_corresponding | False |
| authorships[4].raw_affiliation_strings | Public Health Wales, United Kingdom |
| authorships[5].author.id | https://openalex.org/A5032605314 |
| authorships[5].author.orcid | |
| authorships[5].author.display_name | Hannah Shaw |
| authorships[5].countries | GB |
| authorships[5].affiliations[0].institution_ids | https://openalex.org/I4210087753 |
| authorships[5].affiliations[0].raw_affiliation_string | Public Health Wales, United Kingdom |
| authorships[5].institutions[0].id | https://openalex.org/I4210087753 |
| authorships[5].institutions[0].ror | https://ror.org/00265c946 |
| authorships[5].institutions[0].type | healthcare |
| authorships[5].institutions[0].lineage | https://openalex.org/I4210087753 |
| authorships[5].institutions[0].country_code | GB |
| authorships[5].institutions[0].display_name | Public Health Wales |
| authorships[5].author_position | middle |
| authorships[5].raw_author_name | Hannah Shaw |
| authorships[5].is_corresponding | False |
| authorships[5].raw_affiliation_strings | Public Health Wales, United Kingdom |
| authorships[6].author.id | https://openalex.org/A5110255659 |
| authorships[6].author.orcid | |
| authorships[6].author.display_name | Rhiannon Tudor Edwards |
| authorships[6].countries | GB |
| authorships[6].affiliations[0].institution_ids | https://openalex.org/I161548249 |
| authorships[6].affiliations[0].raw_affiliation_string | Centre for Health Economics and Medicines Evaluation, Bangor University, United Kingdom |
| authorships[6].institutions[0].id | https://openalex.org/I161548249 |
| authorships[6].institutions[0].ror | https://ror.org/006jb1a24 |
| authorships[6].institutions[0].type | education |
| authorships[6].institutions[0].lineage | https://openalex.org/I161548249 |
| authorships[6].institutions[0].country_code | GB |
| authorships[6].institutions[0].display_name | Bangor University |
| authorships[6].author_position | middle |
| authorships[6].raw_author_name | Rhiannon Tudor Edwards |
| authorships[6].is_corresponding | False |
| authorships[6].raw_affiliation_strings | Centre for Health Economics and Medicines Evaluation, Bangor University, United Kingdom |
| authorships[7].author.id | https://openalex.org/A5063861800 |
| authorships[7].author.orcid | https://orcid.org/0009-0009-2734-3568 |
| authorships[7].author.display_name | Jacob Davies |
| authorships[7].countries | GB |
| authorships[7].affiliations[0].institution_ids | https://openalex.org/I161548249 |
| authorships[7].affiliations[0].raw_affiliation_string | Centre for Health Economics and Medicines Evaluation, Bangor University, United Kingdom |
| authorships[7].institutions[0].id | https://openalex.org/I161548249 |
| authorships[7].institutions[0].ror | https://ror.org/006jb1a24 |
| authorships[7].institutions[0].type | education |
| authorships[7].institutions[0].lineage | https://openalex.org/I161548249 |
| authorships[7].institutions[0].country_code | GB |
| authorships[7].institutions[0].display_name | Bangor University |
| authorships[7].author_position | middle |
| authorships[7].raw_author_name | Jacob Davies |
| authorships[7].is_corresponding | False |
| authorships[7].raw_affiliation_strings | Centre for Health Economics and Medicines Evaluation, Bangor University, United Kingdom |
| authorships[8].author.id | https://openalex.org/A5102005915 |
| authorships[8].author.orcid | https://orcid.org/0000-0003-0745-995X |
| authorships[8].author.display_name | Ruth Lewis |
| authorships[8].countries | GB |
| authorships[8].affiliations[0].institution_ids | https://openalex.org/I161548249, https://openalex.org/I4210138362 |
| authorships[8].affiliations[0].raw_affiliation_string | Health and Care Research Wales Evidence Centre, Bangor University, United Kingdom |
| authorships[8].institutions[0].id | https://openalex.org/I161548249 |
| authorships[8].institutions[0].ror | https://ror.org/006jb1a24 |
| authorships[8].institutions[0].type | education |
| authorships[8].institutions[0].lineage | https://openalex.org/I161548249 |
| authorships[8].institutions[0].country_code | GB |
| authorships[8].institutions[0].display_name | Bangor University |
| authorships[8].institutions[1].id | https://openalex.org/I4210138362 |
| authorships[8].institutions[1].ror | https://ror.org/03w4jzj90 |
| authorships[8].institutions[1].type | healthcare |
| authorships[8].institutions[1].lineage | https://openalex.org/I4210138362 |
| authorships[8].institutions[1].country_code | GB |
| authorships[8].institutions[1].display_name | Health and Care Research Wales |
| authorships[8].author_position | middle |
| authorships[8].raw_author_name | Ruth Lewis |
| authorships[8].is_corresponding | False |
| authorships[8].raw_affiliation_strings | Health and Care Research Wales Evidence Centre, Bangor University, United Kingdom |
| authorships[9].author.id | https://openalex.org/A5009018595 |
| authorships[9].author.orcid | https://orcid.org/0000-0001-8660-6721 |
| authorships[9].author.display_name | Alison Cooper |
| authorships[9].countries | GB |
| authorships[9].affiliations[0].institution_ids | https://openalex.org/I4210138362, https://openalex.org/I79510175 |
| authorships[9].affiliations[0].raw_affiliation_string | Health and Care Research Wales Evidence Centre, Cardiff University, United Kingdom |
| authorships[9].institutions[0].id | https://openalex.org/I79510175 |
| authorships[9].institutions[0].ror | https://ror.org/03kk7td41 |
| authorships[9].institutions[0].type | education |
| authorships[9].institutions[0].lineage | https://openalex.org/I79510175 |
| authorships[9].institutions[0].country_code | GB |
| authorships[9].institutions[0].display_name | Cardiff University |
| authorships[9].institutions[1].id | https://openalex.org/I4210138362 |
| authorships[9].institutions[1].ror | https://ror.org/03w4jzj90 |
| authorships[9].institutions[1].type | healthcare |
| authorships[9].institutions[1].lineage | https://openalex.org/I4210138362 |
| authorships[9].institutions[1].country_code | GB |
| authorships[9].institutions[1].display_name | Health and Care Research Wales |
| authorships[9].author_position | middle |
| authorships[9].raw_author_name | Alison Cooper |
| authorships[9].is_corresponding | False |
| authorships[9].raw_affiliation_strings | Health and Care Research Wales Evidence Centre, Cardiff University, United Kingdom |
| authorships[10].author.id | https://openalex.org/A5039043153 |
| authorships[10].author.orcid | https://orcid.org/0000-0001-7432-2828 |
| authorships[10].author.display_name | Adrian Edwards |
| authorships[10].countries | GB |
| authorships[10].affiliations[0].institution_ids | https://openalex.org/I4210138362, https://openalex.org/I79510175 |
| authorships[10].affiliations[0].raw_affiliation_string | Health and Care Research Wales Evidence Centre, Cardiff University, United Kingdom |
| authorships[10].institutions[0].id | https://openalex.org/I79510175 |
| authorships[10].institutions[0].ror | https://ror.org/03kk7td41 |
| authorships[10].institutions[0].type | education |
| authorships[10].institutions[0].lineage | https://openalex.org/I79510175 |
| authorships[10].institutions[0].country_code | GB |
| authorships[10].institutions[0].display_name | Cardiff University |
| authorships[10].institutions[1].id | https://openalex.org/I4210138362 |
| authorships[10].institutions[1].ror | https://ror.org/03w4jzj90 |
| authorships[10].institutions[1].type | healthcare |
| authorships[10].institutions[1].lineage | https://openalex.org/I4210138362 |
| authorships[10].institutions[1].country_code | GB |
| authorships[10].institutions[1].display_name | Health and Care Research Wales |
| authorships[10].author_position | last |
| authorships[10].raw_author_name | Adrian Edwards |
| authorships[10].is_corresponding | False |
| authorships[10].raw_affiliation_strings | Health and Care Research Wales Evidence Centre, Cardiff University, United Kingdom |
| has_content.pdf | True |
| has_content.grobid_xml | True |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://www.medrxiv.org/content/medrxiv/early/2024/03/22/2024.03.21.24304670.full.pdf |
| open_access.oa_status | green |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-10T00:00:00 |
| display_name | A rapid review of the effectiveness of interventions for addressing digital exclusion in older adults |
| has_fulltext | True |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T11977 |
| primary_topic.field.id | https://openalex.org/fields/33 |
| primary_topic.field.display_name | Social Sciences |
| primary_topic.score | 0.9980000257492065 |
| primary_topic.domain.id | https://openalex.org/domains/2 |
| primary_topic.domain.display_name | Social Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/3317 |
| primary_topic.subfield.display_name | Demography |
| primary_topic.display_name | Technology Use by Older Adults |
| related_works | https://openalex.org/W2748952813, https://openalex.org/W2390279801, https://openalex.org/W2358668433, https://openalex.org/W2376932109, https://openalex.org/W2001405890, https://openalex.org/W2382290278, https://openalex.org/W2478288626, https://openalex.org/W4391913857, https://openalex.org/W2350741829, https://openalex.org/W2530322880 |
| cited_by_count | 1 |
| counts_by_year[0].year | 2025 |
| counts_by_year[0].cited_by_count | 1 |
| locations_count | 1 |
| best_oa_location.id | doi:10.1101/2024.03.21.24304670 |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S4306402567 |
| best_oa_location.source.issn | |
| best_oa_location.source.type | repository |
| best_oa_location.source.is_oa | False |
| best_oa_location.source.issn_l | |
| best_oa_location.source.is_core | False |
| best_oa_location.source.is_in_doaj | False |
| best_oa_location.source.display_name | bioRxiv (Cold Spring Harbor Laboratory) |
| best_oa_location.source.host_organization | https://openalex.org/I2750212522 |
| best_oa_location.source.host_organization_name | Cold Spring Harbor Laboratory |
| best_oa_location.source.host_organization_lineage | https://openalex.org/I2750212522 |
| best_oa_location.license | cc-by-nd |
| best_oa_location.pdf_url | https://www.medrxiv.org/content/medrxiv/early/2024/03/22/2024.03.21.24304670.full.pdf |
| best_oa_location.version | acceptedVersion |
| best_oa_location.raw_type | posted-content |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by-nd |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | False |
| best_oa_location.raw_source_name | |
| best_oa_location.landing_page_url | https://doi.org/10.1101/2024.03.21.24304670 |
| primary_location.id | doi:10.1101/2024.03.21.24304670 |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S4306402567 |
| primary_location.source.issn | |
| primary_location.source.type | repository |
| primary_location.source.is_oa | False |
| primary_location.source.issn_l | |
| primary_location.source.is_core | False |
| primary_location.source.is_in_doaj | False |
| primary_location.source.display_name | bioRxiv (Cold Spring Harbor Laboratory) |
| primary_location.source.host_organization | https://openalex.org/I2750212522 |
| primary_location.source.host_organization_name | Cold Spring Harbor Laboratory |
| primary_location.source.host_organization_lineage | https://openalex.org/I2750212522 |
| primary_location.license | cc-by-nd |
| primary_location.pdf_url | https://www.medrxiv.org/content/medrxiv/early/2024/03/22/2024.03.21.24304670.full.pdf |
| primary_location.version | acceptedVersion |
| primary_location.raw_type | posted-content |
| primary_location.license_id | https://openalex.org/licenses/cc-by-nd |
| primary_location.is_accepted | True |
| primary_location.is_published | False |
| primary_location.raw_source_name | |
| primary_location.landing_page_url | https://doi.org/10.1101/2024.03.21.24304670 |
| publication_date | 2024-03-22 |
| publication_year | 2024 |
| referenced_works | https://openalex.org/W4280622708, https://openalex.org/W4307750430, https://openalex.org/W4382982656, https://openalex.org/W3120151967, https://openalex.org/W4309115831, https://openalex.org/W3097169670 |
| referenced_works_count | 6 |
| abstract_inverted_index., | 264 |
| abstract_inverted_index.a | 174, 257 |
| abstract_inverted_index.60 | 73 |
| abstract_inverted_index.It | 142, 349 |
| abstract_inverted_index.No | 178, 201 |
| abstract_inverted_index.To | 282 |
| abstract_inverted_index.an | 365 |
| abstract_inverted_index.as | 300 |
| abstract_inverted_index.be | 95, 149, 191, 293, 317, 358 |
| abstract_inverted_index.by | 193, 416, 427 |
| abstract_inverted_index.do | 88, 393 |
| abstract_inverted_index.in | 18, 22, 25, 69, 135, 242, 286 |
| abstract_inverted_index.is | 28, 143, 198, 227, 350, 384 |
| abstract_inverted_index.it | 27, 161, 291, 383 |
| abstract_inverted_index.of | 7, 9, 16, 63, 107, 122, 132, 139, 173, 213, 236, 256, 259, 279, 307, 314, 339, 347, 381, 389, 435 |
| abstract_inverted_index.on | 181, 205, 433 |
| abstract_inverted_index.or | 46, 113, 211, 344, 375, 404 |
| abstract_inverted_index.to | 30, 34, 38, 59, 65, 82, 99, 102, 109, 116, 119, 151, 163, 183, 207, 219, 229, 268, 295, 302, 325, 334, 352, 363, 368, 396 |
| abstract_inverted_index.(if | 86 |
| abstract_inverted_index.The | 130 |
| abstract_inverted_index.UK. | 153 |
| abstract_inverted_index.and | 75, 127, 216, 234, 246, 272, 305, 319, 342, 419, 429 |
| abstract_inverted_index.are | 277, 309, 400 |
| abstract_inverted_index.can | 79 |
| abstract_inverted_index.due | 81 |
| abstract_inverted_index.for | 187, 238, 413 |
| abstract_inverted_index.how | 32 |
| abstract_inverted_index.low | 140 |
| abstract_inverted_index.may | 190, 292, 323 |
| abstract_inverted_index.not | 89, 199, 394, 401 |
| abstract_inverted_index.one | 168 |
| abstract_inverted_index.see | 90 |
| abstract_inverted_index.the | 4, 10, 13, 40, 49, 61, 92, 103, 111, 120, 152, 171, 214, 232, 253, 303, 312, 361, 378, 390, 417 |
| abstract_inverted_index.to, | 210 |
| abstract_inverted_index.use | 110, 397 |
| abstract_inverted_index.who | 392 |
| abstract_inverted_index.why | 91 |
| abstract_inverted_index.(for | 52 |
| abstract_inverted_index.Care | 24, 420, 430 |
| abstract_inverted_index.Gaps | 129 |
| abstract_inverted_index.Only | 167 |
| abstract_inverted_index.This | 55, 249 |
| abstract_inverted_index.With | 12, 377 |
| abstract_inverted_index.best | 33 |
| abstract_inverted_index.cost | 313 |
| abstract_inverted_index.face | 43 |
| abstract_inverted_index.fear | 341 |
| abstract_inverted_index.help | 324 |
| abstract_inverted_index.lack | 338, 346 |
| abstract_inverted_index.left | 402 |
| abstract_inverted_index.make | 364 |
| abstract_inverted_index.such | 299 |
| abstract_inverted_index.that | 189, 274, 332, 354, 386 |
| abstract_inverted_index.they | 42 |
| abstract_inverted_index.this | 136, 414 |
| abstract_inverted_index.were | 138, 156, 411 |
| abstract_inverted_index.wish | 395 |
| abstract_inverted_index.with | 44, 48, 84, 266, 360, 370 |
| abstract_inverted_index.work | 415 |
| abstract_inverted_index.(aged | 72 |
| abstract_inverted_index.(lack | 106 |
| abstract_inverted_index.Older | 1 |
| abstract_inverted_index.Wales | 410, 422, 432 |
| abstract_inverted_index.Welsh | 436 |
| abstract_inverted_index.aimed | 58 |
| abstract_inverted_index.first | 196 |
| abstract_inverted_index.might | 94 |
| abstract_inverted_index.occur | 80 |
| abstract_inverted_index.older | 36, 70, 243, 275, 287, 355, 387 |
| abstract_inverted_index.range | 258 |
| abstract_inverted_index.rapid | 56, 250 |
| abstract_inverted_index.study | 146, 169, 179, 202 |
| abstract_inverted_index.these | 280 |
| abstract_inverted_index.those | 20 |
| abstract_inverted_index.use). | 54 |
| abstract_inverted_index.whose | 195 |
| abstract_inverted_index.world | 51 |
| abstract_inverted_index.would | 148 |
| abstract_inverted_index.years | 74 |
| abstract_inverted_index.Health | 409, 418, 428 |
| abstract_inverted_index.Policy | 245 |
| abstract_inverted_index.Public | 408 |
| abstract_inverted_index.Social | 23 |
| abstract_inverted_index.Wales, | 26 |
| abstract_inverted_index.access | 101, 118, 209, 301 |
| abstract_inverted_index.across | 158 |
| abstract_inverted_index.adults | 2, 37, 71, 276, 356 |
| abstract_inverted_index.afford | 117 |
| abstract_inverted_index.assess | 60 |
| abstract_inverted_index.behalf | 434 |
| abstract_inverted_index.behind | 403 |
| abstract_inverted_index.better | 230 |
| abstract_inverted_index.choice | 367 |
| abstract_inverted_index.ensure | 296 |
| abstract_inverted_index.funded | 412, 426 |
| abstract_inverted_index.issues | 83 |
| abstract_inverted_index.itself | 425 |
| abstract_inverted_index.making | 160 |
| abstract_inverted_index.needed | 228 |
| abstract_inverted_index.people | 87, 194 |
| abstract_inverted_index.reduce | 283, 326 |
| abstract_inverted_index.review | 57, 137, 251 |
| abstract_inverted_index.should | 316, 357 |
| abstract_inverted_index.skills | 108, 362 |
| abstract_inverted_index.(unable | 98, 115 |
| abstract_inverted_index.Centre, | 424 |
| abstract_inverted_index.Digital | 77 |
| abstract_inverted_index.Funding | 406 |
| abstract_inverted_index.Further | 223 |
| abstract_inverted_index.Outcome | 154 |
| abstract_inverted_index.ability | 105 |
| abstract_inverted_index.above). | 76 |
| abstract_inverted_index.address | 66, 184 |
| abstract_inverted_index.adults, | 288 |
| abstract_inverted_index.adults. | 244 |
| abstract_inverted_index.compare | 164 |
| abstract_inverted_index.complex | 260 |
| abstract_inverted_index.devices | 308 |
| abstract_inverted_index.digital | 50, 67, 123, 175, 217, 221, 240, 270, 284, 330, 335, 398 |
| abstract_inverted_index.focused | 203 |
| abstract_inverted_index.improve | 208 |
| abstract_inverted_index.largest | 5 |
| abstract_inverted_index.members | 388 |
| abstract_inverted_index.regards | 267 |
| abstract_inverted_index.studies | 133, 159 |
| abstract_inverted_index.support | 35 |
| abstract_inverted_index.unclear | 144 |
| abstract_inverted_index.whether | 145 |
| abstract_inverted_index.Abstract | 0 |
| abstract_inverted_index.English. | 200 |
| abstract_inverted_index.Evidence | 128, 423 |
| abstract_inverted_index.However, | 311 |
| abstract_inverted_index.Practice | 247 |
| abstract_inverted_index.Research | 125, 421, 431 |
| abstract_inverted_index.UK-based | 225 |
| abstract_inverted_index.anxiety, | 343 |
| abstract_inverted_index.assessed | 170 |
| abstract_inverted_index.barriers | 328 |
| abstract_inverted_index.benefits | 255 |
| abstract_inverted_index.consider | 353 |
| abstract_inverted_index.engaging | 47 |
| abstract_inverted_index.equipped | 359 |
| abstract_inverted_index.evidence | 289 |
| abstract_inverted_index.example, | 188 |
| abstract_inverted_index.findings | 147, 165 |
| abstract_inverted_index.included | 134 |
| abstract_inverted_index.informed | 366 |
| abstract_inverted_index.interact | 369 |
| abstract_inverted_index.internet | 93, 215, 304 |
| abstract_inverted_index.language | 185, 197 |
| abstract_inverted_index.majority | 131 |
| abstract_inverted_index.measures | 155 |
| abstract_inverted_index.overcome | 39, 220 |
| abstract_inverted_index.personal | 53 |
| abstract_inverted_index.provided | 21 |
| abstract_inverted_index.quality. | 141 |
| abstract_inverted_index.removed. | 310 |
| abstract_inverted_index.reported | 180 |
| abstract_inverted_index.research | 226 |
| abstract_inverted_index.services | 372 |
| abstract_inverted_index.suggests | 273, 290 |
| abstract_inverted_index.(offline) | 374 |
| abstract_inverted_index.accepting | 278 |
| abstract_inverted_index.accessing | 45 |
| abstract_inverted_index.assessed. | 320 |
| abstract_inverted_index.barriers, | 186, 298 |
| abstract_inverted_index.community | 391 |
| abstract_inverted_index.difficult | 162 |
| abstract_inverted_index.directly. | 166 |
| abstract_inverted_index.education | 176 |
| abstract_inverted_index.essential | 371 |
| abstract_inverted_index.exclusion | 68, 78, 241, 285, 336 |
| abstract_inverted_index.important | 29, 294, 351, 385 |
| abstract_inverted_index.improving | 269 |
| abstract_inverted_index.including | 337 |
| abstract_inverted_index.internet) | 112, 121 |
| abstract_inverted_index.internet. | 11 |
| abstract_inverted_index.literacy, | 271 |
| abstract_inverted_index.non-users | 8 |
| abstract_inverted_index.perceived | 345 |
| abstract_inverted_index.potential | 254 |
| abstract_inverted_index.provision | 315 |
| abstract_inverted_index.regarding | 329 |
| abstract_inverted_index.services, | 17, 382 |
| abstract_inverted_index.statement | 407 |
| abstract_inverted_index.abilities. | 348 |
| abstract_inverted_index.addressing | 239 |
| abstract_inverted_index.challenges | 41 |
| abstract_inverted_index.considered | 318 |
| abstract_inverted_index.constitute | 3 |
| abstract_inverted_index.contribute | 333 |
| abstract_inverted_index.digitally. | 376 |
| abstract_inverted_index.exclusion. | 222 |
| abstract_inverted_index.increasing | 14, 379 |
| abstract_inverted_index.internet), | 104 |
| abstract_inverted_index.motivation | 85 |
| abstract_inverted_index.particular | 19 |
| abstract_inverted_index.perceptual | 327 |
| abstract_inverted_index.physically | 100, 373 |
| abstract_inverted_index.proportion | 6 |
| abstract_inverted_index.structural | 297 |
| abstract_inverted_index.understand | 31, 231 |
| abstract_inverted_index.Educational | 321 |
| abstract_inverted_index.Government. | 437 |
| abstract_inverted_index.confidence, | 340 |
| abstract_inverted_index.educational | 262 |
| abstract_inverted_index.experienced | 192 |
| abstract_inverted_index.highlighted | 252 |
| abstract_inverted_index.technology. | 124 |
| abstract_inverted_index.Implications | 126, 248 |
| abstract_inverted_index.beneficial), | 96 |
| abstract_inverted_index.high-quality | 224 |
| abstract_inverted_index.particularly | 265 |
| abstract_inverted_index.specifically | 204 |
| abstract_inverted_index.technologies | 218, 331 |
| abstract_inverted_index.accessibility | 97 |
| abstract_inverted_index.affordability | 114, 212, 306 |
| abstract_inverted_index.effectiveness | 62, 233 |
| abstract_inverted_index.generalisable | 150 |
| abstract_inverted_index.heterogeneous | 157 |
| abstract_inverted_index.intervention. | 177 |
| abstract_inverted_index.interventions | 64, 182, 206, 237, 263, 322 |
| abstract_inverted_index.technologies, | 399 |
| abstract_inverted_index.digitalisation | 15, 380 |
| abstract_inverted_index.disadvantaged. | 405 |
| abstract_inverted_index.interventions. | 281 |
| abstract_inverted_index.multi-component | 261 |
| abstract_inverted_index.cost-effectiveness | 172, 235 |
| cited_by_percentile_year.max | 95 |
| cited_by_percentile_year.min | 91 |
| countries_distinct_count | 1 |
| institutions_distinct_count | 11 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/4 |
| sustainable_development_goals[0].score | 0.8100000023841858 |
| sustainable_development_goals[0].display_name | Quality Education |
| citation_normalized_percentile.value | 0.82847801 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |