MétaCan
Menu
Back to cohort
Record W7132977853

Exploring the Perspectives and Experiences of Older Chinese Australian Women on Piano Learning Activities

2025· other· en· W7132977853 on OpenAlexaboutno aff
X Y Zhang

Bibliographic record

VenueCharles Sturt University Research Output (CRO) · 2025
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsThematic analysisPianoPerspective (graphical)Qualitative researchPopulationResource (disambiguation)Cultural diversity
DOInot available

Abstract

fetched live from OpenAlex

The global population is ageing, and older Chinese Australians constitute a significant and growing demographic within this trend. This qualitative study explored the experiences and perspectives of three older Chinese Australian women (aged 60 and above) who were engaged in piano learning activities within the Chinese community in Whitehorse, Victoria. The participants were all post-retirement individuals who had previously prioritised family responsibilities over personal interests and aspirations. Their decision to pursue piano learning in later life reflects a broader trend among older adults seeking to engage in meaningful activities that promote personal growth and well-being. To understand the individual benefits and factors influencing their satisfaction, the study drew on Herdiyan Maulana and Nigar G. Khawaja’s cultural perspective of well-being and the Dynamic Equilibrium Theory by Headey and Wearing (1989). The research employed semi-structured interviews and thematic analysis to examine the individual benefits perceived by participants and the factors influencing their satisfaction with piano learning activities. The findings reveal that piano learning provided these women with a sense of achievement, fulfilling long-held aspirations that had been delayed by family responsibilities and resource constraints. Moreover, it also serves as a bridge to connect with family, friends, and their cultural heritage, enhancing their social and emotional well-being. However, participants faced challenges such as finding culturally appropriate piano teachers, physical limitations, and balancing practice with family duties. Overall, this study highlights the importance of culturally sensitive and age-appropriate music education programs in supporting the well-being of older Chinese Australian women. In addition, future research should address the limitations of this study by incorporating larger sample sizes, exploring diverse musical activities and examining the long-term effects of music learning on this population.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.066
Threshold uncertainty score0.132

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0080.005
Scholarly communication0.0020.002
Open science0.0010.005
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.091
GPT teacher head0.322
Teacher spread0.231 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueCharles Sturt University Research Output (CRO)French-language works237,207