Interventions including chatbots, blended learning programs, and mobile devices show positive effects on SDL among healthcare professionals¶
Claim · All claims
Evidence · 1 study · reviewr2·q2
Currency · newest study 2025 · not yet checked against its sources · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? Chatbots improved satisfaction with learning content, usability, and intrinsic learning motivations among new nurses. → Berger-Estilita 2025
q2 i? A workplace-based blended learning program introduced during the COVID-19 pandemic significantly improved competencies among nurses. → Berger-Estilita 2025
Evidence¶
Berger-Estilita 2025¶
Berger-Estilita, Joana; Linda, Krista; Gogollari, Artemisa; Schmitz, Felix; Elfering, Achim; Guttormsen, Sissel (2025). Self-directed learning in health professions: A mixed-methods systematic review of the literature. PLoS One. https://doi.org/10.1371/journal.pone.0320530
q2 · i? · review · r2
The review reports, citing Bing-Jonsson, a "significant improvement in competencies after introducing a workplace-based blended learning program during the outbreak of the COVID-19 pandemic." Kim's study found chatbots impacted satisfaction, usability, and intrinsic learning motivations among new nurses.
"Bing-Jonsson [42] also found a significant improvement in competencies after introducing a workplace-based blended learning program during the outbreak of the COVID-19 pandemic."
Discussion¶
Related Claims¶
- Supportive organizational cultures enhance self-directed learning practices among healthcare professionals, whereas restrictive policies hinder them — related
- An example-based built-in course in a mobile chatbot journaling system increases students' intrinsic motivation for creating a learning journal — related
- Integrative SDL frameworks combining individual motivation with structured organizational support yielded the best outcomes in fostering lifelong learning among healthcare professionals — a broader claim this one bears on
- General self-reported WhatsApp use was positively associated with professional social capital, identity, lower isolation, job satisfaction, and perceived knowledge transfer — related
Page metadata
| Field | Value |
|---|---|
status |
review |
generated |
by process:wiki-ingest on 2026-10-31 |
trust |
unverified — no one has confirmed this page's content |
Frontmatter is the page's machine-readable record — see the Schema & Guide.