Not All Digital Innovation Is Equal: Instructional Alignment Differentiates Motivation and Instructional Expectations in Undergraduate Nursing Education

Social media environments and meme-based communication are increasingly incorporated into nursing education, yet it remains unclear whether students respond uniformly to digitally embedded instructional strategies. This study examined whether alignment between meme-based instruction and perceived social media learning utility differentiates motivation, perceived academic impact, and demand for educator presence among undergraduate nursing students. A cross-sectional study was conducted with 458 nursing students from Spanish universities who completed a structured questionnaire assessing perceptions of meme-based instruction, social media learning utility, motivation, perceived academic impact, and expectations of educator presence. Hierarchical regression models examined interaction effects, quadrant comparisons were analysed using Kruskal–Wallis tests, and a sequential mediation model evaluated indirect pathways. Students reported high endorsement of meme-based instruction (M = 4.44, SD = 0.80) and social media learning utility (M = 4.15, SD = 0.80). However, substantial divergence emerged across alignment profiles. Students showing high alignment between meme endorsement and perceived social media utility tended to report higher motivation and different expectations of educator presence, whereas perceived academic impact was primarily explained by additive effects. These findings suggest that digital instructional innovations may not generate entirely homogeneous responses across students and that alignment between instructional format and perceived learning utility is associated with differences in motivational activation and instructional expectations in undergraduate nursing education.

Authors

Institutions

Publication Details

Journal
Education Sciences
Published
2026-04-15
DOI
https://doi.org/10.3390/educsci16040627
Primary Topic
Social Media in Health Education
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Not All Digital Innovation Is Equal: Instructional Alignment Differentiates Motivation and Instructional Expectations in Undergraduate Nursing Education

Elena Chamorro Rebollo, Raúl Quintana Alonso, Lucía Carton Erlandsson, Alberto Melián Ortiz
Education Sciences
Social Media in Health Education
article

Not All Digital Innovation Is Equal: Instructional Alignment Differentiates Motivation and Instructional Expectations in Undergraduate Nursing Education

Elena Chamorro Rebollo, Raúl Quintana Alonso, Lucía Carton Erlandsson, Alberto Melián Ortiz
article en

Abstract

Social media environments and meme-based communication are increasingly incorporated into nursing education, yet it remains unclear whether students respond uniformly to digitally embedded instructional strategies. This study examined whether alignment between meme-based instruction and perceived social media learning utility differentiates motivation, perceived academic impact, and demand for educator presence among undergraduate nursing students. A cross-sectional study was conducted with 458 nursing students from Spanish universities who completed a structured questionnaire assessing perceptions of meme-based instruction, social media learning utility, motivation, perceived academic impact, and expectations of educator presence. Hierarchical regression models examined interaction effects, quadrant comparisons were analysed using Kruskal–Wallis tests, and a sequential mediation model evaluated indirect pathways. Students reported high endorsement of meme-based instruction (M = 4.44, SD = 0.80) and social media learning utility (M = 4.15, SD = 0.80). However, substantial divergence emerged across alignment profiles. Students showing high alignment between meme endorsement and perceived social media utility tended to report higher motivation and different expectations of educator presence, whereas perceived academic impact was primarily explained by additive effects. These findings suggest that digital instructional innovations may not generate entirely homogeneous responses across students and that alignment between instructional format and perceived learning utility is associated with differences in motivational activation and instructional expectations in undergraduate nursing education.

Education SciencesVol. 16(4)
Universidad Pontificia de Salamanca (ES)
Quality Education
Openalex Percentile: Top 19%
Social Media in Health Education
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.