Table 4b:
Pooled multiple logistic regression model of socio-demographic, geographical and behavioural factors associated with ≥2 chronic conditions (multimorbidity) in women newly diagnosed with breast cancer.
| Characteristics | Model 1 (Socio-demographic factors) OR (95% CI) | Model 2 (Socio-demographic and geographical factors) OR (95% CI) | Model 3 (Socio-demographic, geographical and behavioural factors) OR (95% CI) |
|---|---|---|---|
| Age in years | 1.02 (1.01–1.03)b | 1.02 (1.01–1.03)b | 1.02 (1.01–1.03)b |
| Ethnicity | |||
| Black | 1.00 (Ref) | 1.00 (Ref) | 1.00 (Ref) |
| Asian | 1.05 (0.79–1.38) | 0.70 (0.50–0.97)a | 0.70 (0.50–0.97)a |
| Mixed | 0.99 (0.66–1.50) | 0.93 (0.61–1.40) | 0.97 (0.63–1.49) |
| White | 0.39 (0.27–0.58)b | 0.34 (0.23–0.51)b | 0.36 (0.24–0.54)b |
| Marital status | |||
| Married/co-habiting | 1.00 (Ref) | 1.00 (Ref) | 1.00 (Ref) |
| Unmarried | 1.09 (0.90–1.30) | 1.06 (0.89–1.28) | 1.07 (0.89–1.29) |
| Highest level of education | |||
| Primary education and below | 1.00 (Ref) | 1.00 (Ref) | 1.00 (Ref) |
| Secondary education and above | 1.04 (0.84–1.29) | 1.08 (0.87–1.35) | 1.08 (0.87–1.35) |
| Employment status | |||
| Unemployed | 1.00 (Ref) | 1.00 (Ref) | 1.00 (Ref) |
| Employed | 0.93 (0.75–1.14) | 0.93 (0.75–1.15) | 0.93 (0.75–1.15) |
| Household socio-economic status (score 0–6) | 1.01 (0.96–1.07) | 1.06 (0.99–1.13) | 1.06 (1.00–1.13)b |
| Hospital site | |||
| Soweto, Johannesburg | 1.00 (Ref) | 1.00 (Ref) | |
| Central Johannesburg | 1.03 (0.81–1.31) | 1.02 (0.80–1.30) | |
| KZN Durban | 1.90 (1.43–2.53)b | 1.89 (1.42–2.51)b | |
| KZN Pietermaritzburg | 1.49 (1.13–1.98)a | 1.49 (1.12–1.97)a | |
| KZN rural | 1.57 (0.94–2.63) | 1.54 (0.92–2.57) | |
| Residential distance from hospital site (km) | 1.00 (0.99–1.00) | 1.00 (0.99–1.00) | |
| Have you ever consumed alcohol? | |||
| No | 1.00 (Ref) | ||
| Yes | 0.85 (0.67–1.07) | ||
| Have you ever smoked? | |||
| No | 1.00 (Ref) | ||
| Yes | 0.96 (0.71–1.29) | ||
| R2 | 0.028 | 0.031 | 0.033 |
OR (Odds ratio) = odds of reporting ≥2 chronic conditions compared with <2 chronic conditions
Significant at p<0.05,
Significant at p<0.001 KZN (KwaZulu-Natal)