Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
This study examined whether a structured, classroom-based smartphone training programme can improve digital literacy and confidence in using a smartphone among adults aged 60 years and older enrolled in a lifelong-learning programme. The study used a non-randomised, wait-list-controlled design with two existing class cohorts: one cohort received the training first (intervention group), and the other continued with its usual programme activities and served as a comparison (wait-list control group). Digital literacy and smartphone self-efficacy were measured before the training, immediately after the training, and again three months later. The aim was to determine whether older adults who took part in the training showed greater improvement than those who did not.
The training programme consisted of 12 sessions delivered over 6 weeks (two sessions per week, each lasting 90 to 105 minutes). Content was mapped to the DigComp 2.2 digital competence framework and covered practical smartphone skills for everyday life. Sessions used participants' own Android smartphones together with a projector for demonstration, a class messaging group for support, and between-session practice tasks. The intervention arm comprised the advanced-level cohort of the Akdeniz University 60+ Refresher (Tazelenme) University, and the wait-list control arm comprised the second-year cohort of the same programme.
Two instruments were used. Digital literacy was assessed with the Digital Literacy Scale (score range 12 to 60), the primary outcome. Smartphone self-efficacy was assessed with the Smartphone Self-Efficacy Scale (score range 20 to 100), a secondary outcome. Both were administered at baseline (T1), immediately after the intervention (T2), and at three-month follow-up (T3). Programme satisfaction was assessed with a short questionnaire after the intervention.
The primary analysis used a baseline-adjusted linear mixed model on the full analysis set, including a group-by-baseline interaction and adjustment for age, sex, education, and marital status. Robustness was examined through several pre-specified sensitivity analyses, including per-protocol analysis, difference-in-differences, propensity-score overlap weighting, multiple imputation, and a conservative worst-case (missing-not-at-random) analysis.
Not provided
Not provided
Not provided
Not provided
| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Smartphone-based digital literacy training | Experimental | Advanced-level cohort receiving a structured smartphone training programme: 12 sessions over 6 weeks (two sessions per week, 90 to 105 minutes each), mapped to the DigComp 2.2 framework, using participants' own Android smartphones. |
|
| Wait-list control | No Intervention | Second-year cohort continuing usual programme activities with the training deferred; served as the comparison group. |
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Structured smartphone-based digital literacy training | Behavioral | Instructor-led smartphone training delivered in 12 sessions over 6 weeks (twice weekly, 90 to 105 minutes), mapped to the DigComp 2.2 framework, using participants' own Android smartphones, a projector for demonstration, a class messaging group, and between-session practice tasks. |
| Measure | Description | Time Frame |
|---|---|---|
| Change in Digital Literacy Scale (DLS) score | Digital literacy assessed with the Digital Literacy Scale. Scores range from a minimum of 12 to a maximum of 60. Higher scores indicate greater digital literacy (a better outcome). | Baseline (T1), immediately post-intervention (approximately week 6, T2), and 3-month follow-up (T3) |
| Measure | Description | Time Frame |
|---|---|---|
| Change in Smartphone Self-Efficacy Scale (SSES) score | Smartphone self-efficacy assessed with the Smartphone Self-Efficacy Scale. Scores range from a minimum of 20 to a maximum of 100. Higher scores indicate greater smartphone self-efficacy (a better outcome). | Baseline (T1), immediately post-intervention (approximately week 6, T2), and 3-month follow-up (T3) |
Not provided
Inclusion Criteria:
Exclusion Criteria:
Not provided
Not provided
Not provided
Not provided
Not provided
Not provided
| Name | Affiliation | Role |
|---|---|---|
| Gülüşan Özgün Başıbüyük | Akdeniz University | Study Director |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Akdeniz University 60+ Tazelenme University | Antalya | 07070 | Turkey (Türkiye) |
De-identified individual participant data underlying the reported results are available from the corresponding author (B.K.) on reasonable request, subject to ethics and participant-confidentiality restrictions. The analysis code is likewise available from the corresponding author on reasonable request.
Available beginning after publication of the main results, with no fixed end date.
Requests are reviewed by the corresponding author (B.K.). De-identified data and analytic code will be shared with researchers who submit a methodologically sound proposal and sign a data-access and confidentiality agreement, subject to applicable ethics approvals and participant-confidentiality restrictions.
Not provided
Not provided
| ID | Term |
|---|---|
| D000067010 | Literacy |
| ID | Term |
|---|---|
| D003142 | Communication |
| D001519 | Behavior |
Not provided
Not provided
Two intact class cohorts were allocated at the group level to the intervention and wait-list control arms; assignment was not randomised at the individual level.
Not provided
Not provided
Not provided
Not provided
|
| Programme satisfaction | Participant satisfaction with the training programme, assessed with a 10-item satisfaction questionnaire. Scores range from a minimum of 10 to a maximum of 50. Higher scores indicate greater satisfaction (a better outcome). | Immediately post-intervention (approximately week 6, T2) |