Do women who consult with naturopaths or herbalists have a healthy lifestyle?: a secondary analysis of the Australian longitudinal study on women’s health
Bibliographic record
Abstract
BACKGROUND: Australians report consulting with a naturopaths or herbalists to improve their wellbeing, yet little is known about the associations between these consultations and the patients' health behaviours. This cross-sectional study aimed to examine the relationship between health behaviour and consultations with naturopaths or herbalists in three age cohorts of Australian women. METHODS: Women aged 19-25 years, 31-36 years, and 62-67 years from the Australian Longitudinal Study on Women's Health (ALSWH) were surveyed regarding smoking, alcohol or drug use, physical activity and dietary behaviour; and whether they consulted with naturopath/herbalists in the last 12 months. Associations were analysed using multivariable logistic regression. RESULTS: A total of 9151 (19-25 years), 8200 (31-36 years) and 11,344 (62-67 years) women were included in the analysis. Between 7.3 and 11.9% of women reported to have consulted with naturopaths/herbalists in the last 12 months. Women of all cohorts consulting with naturopath/herbalist were less likely to smoke (19-25 yrs.: Odds Ratio [OR] 0.61; 31-36 years: OR 0.58; 62-67 years: OR 0.29), more likely to report at least moderate levels of physical activity (19-25 yrs.: OR 1.41; 31-36 years: OR 1.34; 62-67 years: OR 1.34), and the use of vegetarian diets(19-25 yrs.: OR 1.40; 31-36 years: OR 1.77; 62-67 years: OR 2.28), compared to women not consulting with naturopaths/herbalists. Women consulting with naturopaths/herbalists however were also more likely to have used marijuana (19-25 yrs.: OR 1.18; 31-36 years: OR 1.42), or illicit drugs in the last 12 months (19-25 yrs.: OR 1.24; 31-36 years: OR 1.40). CONCLUSIONS: Consultations with a naturopath or herbalist are associated with positive health behaviours that are protective of internationally important non-communicable diseases. Psychoactive drug use is also reported among women visiting a naturopath or herbalist. Further research is needed to understand the role naturopaths play in advising patients with regards to health and non-healthy behaviours.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".