ANOVA Results for Ceramic Lighting Liking Scores

Analysis of Variance (ANOVA) results for consumer 'liking' scores of ceramic lighting items. The 5.5 KB Excel file contains statistical findings from a study by author Qi Wu, last updated in April 2026. It presents results from a consumer preference analysis.

Use Cases

• Analyze variance in 'Liking' scores across different ceramic lighting product types using ANOVA results.
• Investigate the influence of design features like 'Maya Design Principles' or 'Typical Features' on consumer preference metrics.
• Apply findings on 'Shaping Consumer Preferences' to inform the design of new ceramic product lines.
• Validate or compare statistical models (e.g., Hierarchical Regression) for predicting aesthetic appeal in manufactured items.

Strengths

• Dataset is openly licensed under CC-BY-4.0, permitting reuse and redistribution.
• Focus on a specific domain (ceramic lighting) provides clear context for analysis.

Limitations

• Extremely small data scale at 5.5 KB, indicating summary statistics only, not raw experimental data.
• No raw sample data or column definitions are provided, limiting reproducibility and direct analysis.
• Platform tags suggest the analysis may involve a limited sample (e.g., '10 Ceramic Vases'), constraining generalizability.

Provenance

Source

Qi Wu via figshare.

Collection Method

Likely derived from a consumer study using methods like 7-point Likert scales, analyzed using ANOVA and regression.

Freshness

Last updated April 2026, indicating current relevance.