SynthesisFrontiers in public health2025
A digital transformation and consumption patterns of the "New older adults" in China: a systematic review of technological adaptation and learning mechanisms.
Synthesis in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed, 1 synthesis or guideline pooled it.
- Efficacy of fluoroquinolone prophylaxis during induction phase in children with acute lymphoblastic leukemia: a systematic review and meta-analysis.European journal of pediatrics · 2026Pooled it
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
China is experiencing a profound demographic shift which is mainly marked by rapid population aging. This systematic review explores the key domains, market segments, and technological innovations targeting China's new older adults population, employing thematic analysis to synthesize findings from diverse studies. The review identifies multifaceted market segmentation approaches, including demographic, geographic, psychographic, health, and economic channels, which highlights the heterogeneity of older adults consumers. Technological advancements span health and wellness, living environment safety, social inclusion, data infrastructure, and support services, providing benefits such as enhanced health monitoring, independent living, social connectivity, and resource optimization. But current research is constrained by narrow geographic coverage, limited representation of non-digital users, and reliance on theoretical or macro-level analyses, restricting understanding of real-world adoption and long-term outcomes, and future strategies should focus on user-centered technology design, differentiated market segmentation, inclusive digital literacy initiatives, and integrated, AI-enabled service delivery. Also, robust, multi-sector longitudinal studies are needed to evaluate adoption, effectiveness, and scalability of interventions, and this review provides actionable insights for policymakers, industry, and researchers to develop inclusive, efficient, and sustainable support systems for China's diverse and evolving older adults population.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.