Caregiver Education Qualitative Analysis for China

According to the PLOS ONE study PLOS ONE published on August 13, 2026, Chinese caregivers want caregiver education that explains autism clearly, teaches behavioral techniques, and supports caregiver mental health, delivered in short, jargon-free modules with case examples and modeling.

• 14 caregivers participated in the study (Topic 1), and 9 of those 14 participated in Topic 2 two months later, as reported in PLOS ONE (Yang et al., 2026).
• The PLOS ONE study (Yang et al., 2026) reported a mean Family Empowerment Scale score of 124.6 out of 170 for the 14 participants in May 2026 pre-surveys.
• Prototype media lengths tested in the study were 6 minutes 30 seconds and 9 minutes 30 seconds, and participants preferred microlearning videos under 10 minutes when feasible (Yang et al., 2026).
• Caregivers in the PLOS ONE study explicitly asked for "case examples and modeling" and accessible language to reduce cognitive load, a direct quote captured in Yang et al. (2026): "When I read books or listen to lectures, some terms are difficult to understand" (P04, 1B).

The PLOS ONE study (Yang et al., 2026) ran two rounds of online focus groups to co-create caregiver education content and delivery: Topic 1 solicited desired content from 14 caregivers, and Topic 2 solicited feedback on two prototype videos from 9 caregivers two months later.

According to Yang et al. (2026), participants were recruited from mid-to-small-sized Chinese cities, 11 identified as mothers, 3 as fathers, ages ranged 31 to 50, and 85.7% (n = 12) were aged 31–40.

Yang et al. (2026) used reflexive thematic analysis on recorded and transcribed online meetings, with transcripts checked by two Chinese-fluent research assistants and analyzed collaboratively by four Chinese-fluent authors.

The authors created two prototype videos after Topic 1: Video 1 (6 min 30 s) introduced behavioral principles and ABA concepts, and Video 2 (9 min 30 s) explained antecedents and consequences for functional behavior understanding (Yang et al., 2026).

Researchers should treat caregivers as co-designers from pre-development onward, because Yang et al. (2026) found that caregiver input changed both content priorities and delivery preferences.

According to the PLOS ONE study (Yang et al., 2026), caregivers prioritized three content areas: (1) autism explained from cause to intervention, (2) behavioral principles and techniques, and (3) caregiver mental health support, which implies curricula should balance child-focused skills with caregiver wellbeing.

Yang et al. (2026) also reported that caregivers preferred accessible language and microlearning durations under 10 minutes, and they requested diverse case examples and video modeling; UX teams should therefore break modules into novice/intermediate/advanced tracks and include real-life demonstrations.

The PLOS ONE study (Yang et al., 2026) shows that caregiver education for Chinese families should be co-designed, shorter, linguistically accessible, and include caregiver mental-health supports and practical modeling.

Researchers and product teams can shorten the design cycle by combining iterative co-design (as Yang et al. did) with AI-enabled qualitative workflows that accelerate transcription, coding, and cross-wave synthesis.

If your team needs a platform to ingest transcripts, synthesize themes, and compare prototype feedback across segments, consider using an AI tool built for qualitative research; learn more on Evidano features or start with transcription at Evidano speech-to-text.

To test these workflows on your next caregiver co-design project, Try Evidano for free.