Hamilton Anxiety Rating Scale (HAM-A) Research Statistics
- Sample Adequacy: Preliminary dataset. Interpret norms cautiously.
- Research Status: PRELIMINARY NORMATIVE DATASET
- Items: 14
- Dimensions: 9
- Dataset Maturity: The current dataset achieved a maturity score of 0/100 and is classified as EARLY DATASET.
| Participants | 5 |
| Countries Represented | 1 |
| Dataset Maturity | 0/100 — Early DatasetDataset |
| Research Status | PRELIMINARY NORMATIVE DATASET |
| Sample Adequacy | Preliminary dataset. Interpret norms cautiously. |
| Data Collection Period | May 22, 2026 – May 31, 2026 |
| Mean Score | 53.8% |
| Median Score | 50 |
| Standard Deviation | 9.65 |
| Variance | 93.2 |
| Standard Error (SEM) | 4.32 |
| Reliability (α) | 0 |
| Items | 14 |
| Dimensions | 9 |
| Observed Score Range | 23 |
| Maximum Observed Score | 71% |
| Minimum Observed Score | 48% |
| 95% Confidence Interval | 45.34– 62.26 |
| Skewness | 2.19 |
| Kurtosis | 4.85 |
The current dataset includes responses from 1countries . The largest contribution currently comes from IN which represents approximately 100% of all participants. International participation enhances sample diversity and improves the generalizability of normative findings across geographic regions.
Normative Percentile Distribution
The current normative dataset indicates that approximately 10% of participants scored below 48%, while 90% scored above this level. The median score was 50%, meaning that half of participants scored below this value and half scored above it. Scores of 50% or greater were achieved by approximately the highest 25% of participants, whereas scores of 50% or greater were achieved by approximately the highest 10% of participants. These percentile values provide preliminary normative benchmarks that can be used to contextualize individual assessment results relative to the current community sample.
Distribution Histogram
This histogram displays the distribution of participant scores across the assessment. A balanced bell-shaped pattern generally indicates good score dispersion and stronger normative utility, whereas highly skewed distributions may indicate floor effects, ceiling effects, or sample bias.
Distribution Quality
The score distribution demonstrated
a skewness of
2.19
and a kurtosis of
4.85.
The observed distribution exhibits substantial skewness and/or elevated kurtosis, indicating that responses may currently be clustered toward a particular score range.
Reliability Analysis
UNACCEPTABLE RELIABILITY
The current dataset produced an internal consistency estimate (Cronbach's α = 0) that falls below commonly accepted psychometric standards. Interpretations should therefore be considered preliminary until additional participant responses are collected and item functioning is further evaluated.
Item–Total Correlations
Item–total correlations are not currently reported because the assessment has fewer than 100 participant responses. Psychometric item analysis requires a larger sample to produce stable and interpretable estimates.
Current Participants: 5
Minimum Recommended: 100
Dimension Norms
The highest scoring dimension in the current sample was Anxious Mood (60%). The lowest scoring dimension was Tension (35%). Dimensions located above the 50% reference line represent characteristics that were more strongly endorsed within the current participant sample. Standard deviations indicate the degree of variability observed across participant responses.
Research Interpretation
This psychometric dataset currently includes 5 anonymous participant responses collected through voluntary participation. The observed mean score was 53.8 with a standard deviation of 9.65, indicating moderate score variability within the sampled population. Internal consistency reliability analysis produced a Cronbach alpha of 0, which falls below commonly accepted psychometric standards and should be interpreted cautiously until additional data are collected. Observed skewness (2.19) and kurtosis (4.85) were examined as indicators of distribution quality. The current score distribution exhibited notable departures from normality and should be interpreted cautiously until additional normative data are collected.
Ethical & Research Notice
All responses included in this dataset are collected anonymously through voluntary participation. No personally identifying information is stored. Results are intended exclusively for educational, psychometric, research, and self-reflective purposes and should not be used as clinical diagnoses. Trait Profiler continuously monitors response quality, distribution stability, and internal consistency to support ethical psychometric reporting.
Dataset Export
Research Citation
License: Creative Commons Attribution 4.0 International (CC BY 4.0)