Health Insurance, Socio-Economic Position and Racial Disparities in Preventive Dental Visits in South Africa
Abstract
:1. Introduction
2. Methods
2.1. Data Source and Study Design
2.2. Data Collection Procedure and Measures
2.3. Measures
2.3.1. Socio-Demographic Characteristics
2.3.2. Material Wealth Index
2.3.3. Household Member Per Room (Crowding)
2.3.4. Nutritional Status (Food Security)
2.3.5. Tobacco Use Status
2.3.6. Self-Reported Dental Problems
2.3.7. Health Insurance Status
2.3.8. Preventive Dental Service Utilization
2.4. Data Analysis
2.5. Results
% Privately Insured (n) | p-value | % visiting yearly (n) | p-value | |||
---|---|---|---|---|---|---|
Ethnicity/Race | <0.001 | <0.001 | ||||
Black African | 10.1 (427) | 3.1 (123) | ||||
Coloured | 21.6 (126) | 3.2 (19) | ||||
Indian/Asian | 32.9 (195) | 10.5 (54) | ||||
White | 70.0 (163) | 27.8 (74) | ||||
Location | <0.001 | 0.001 | ||||
Urban | 19.9 (744) | 5.7 (208) | ||||
Rural | 6.2 (167) | 3.2 (62) | ||||
Education | <0.001 | <0.001 | ||||
<High school | 8.3 (400) | 2.3 (100) | ||||
High School | 23.5 (248) | 7.9 (92) | ||||
>High School | 56.5 (263) | 19.2 (78) | ||||
Gender | 0.958 | 0.303 | ||||
Male | 15.4 (383) | 4.5 (109) | ||||
Female | 15.4 (528) | 5.2 (161) | ||||
Nutritional status | <0.001 | <0.001 | ||||
Poorest | 7.4 (262) | 2.2 (60) | ||||
Middle | 20.8 (402) | 6.7 (122) | ||||
Highest | 19.9 (247) | 6.4 (88) | ||||
Tobacco use | <0.001 | 0.002 | ||||
Never | 16.2 (650) | 5.4 (204) | ||||
Ever snuff user | 4.4 (17) | 0.7 (4) | ||||
Ever smoker | 16.2 (244) | 4.5 (62) | ||||
Dental problem | 0.400 | 0.009 | ||||
No | 15.6 (966) | 5.2 (235) | ||||
Yes | 14.2 (145) | 2.8 (35) | ||||
Privately insured | <0.001 | |||||
No | - | 2.5 (112) | ||||
Yes | - | 17.7 (156) | ||||
Material wealth index | <0.001 | <0.001 | ||||
Lowest | 2.2 (40) | 1.9 (24) | ||||
Middle | 7.2 (181) | 2.2 (48) | ||||
Highest | 36.4 (659) | 10.9 (195) | ||||
Total population | 15.4 (13.4–17.7) | 4.9 (4.0–6.0) |
Characteristics | Odds Ratio (95% Confidence Interval) | p-value | |
---|---|---|---|
Age | |||
per year increase | 1.01 (1.00–1.02) | 0.049 | |
Ethnicity/race | |||
Black African | 1 | ||
Coloured | 0.77 (0.42–1.40) | 0.390 | |
Indian/Asian | 1.60 (0.95–2.70) | 0.077 | |
White | 4.24 (2.54–7.09) | <0.001 | |
Education | |||
<High School | 1 | ||
High school | 2.36 (1.66–3.36) | <0.001 | |
>High school | 2.12 (1.40–3.23) | <0.001 | |
Material wealth index | |||
Lowest | 1 | ||
Middle | 1.00 (0.59–1.72) | 0.992 | |
Highest | 1.89 (1.08–3.31) | 0.026 | |
Tobacco use | |||
Never user | 1 | ||
Ever snuff users | 0.32 (0.10–1.04) | 0.059 | |
Ever smokers | 0.68 (0.48–0.96) | 0.029 | |
Nutritional status | |||
(food security) | Poorest | 1 | |
Middle | 1.65 (1.15–2.37) | 0.007 | |
Highest | 2.43 (1.61–3.65) | <0.001 | |
Privately insured | |||
No | 1 | ||
Yes | 4.32 (3.04–6.14) | <0.001 |
Characteristics | Odds Ratio (95% Confidence Interval) | p-value | |
---|---|---|---|
Race | |||
Black African | 1 | ||
Coloured | 0.80 (0.42–1.53) | 0.505 | |
Indian/Asian | 1.35 (0.79–2.32) | 0.276 | |
White | 3.82 (2.21–6.60) | <0.001 | |
Education | |||
<High school | 1 | ||
High school | 2.84 (1.89–4.26) | <0.001 | |
>High school | 2.70 (1.71–4.27) | <0.001 | |
Material wealth index | |||
Lowest | 1 | ||
Middle | 1.26 (0.49–3.21) | 0.633 | |
Highest | 2.79 (1.12–6.97) | 0.028 | |
Privately insured | |||
No | 1 | ||
Yes | 5.26 (3.55–7.80) | <0.001 |
Characteristics | Odd Ratio (95% Confidence Interval) | p-value | |
---|---|---|---|
Age | |||
Per year increase | 1.02 (1.00–1.03) | 0.045 | |
Nutritional status (food security) | |||
Poorest | 1 | ||
Middle | 5.22 (2.12–12.84) | <0.001 | |
Highest | 16.48 (6.78–40.05) | <0.001 | |
Privately insured | |||
No | 1 | ||
Yes | 4.64 (2.12–10.14) | <0.001 | |
Tobacco use | |||
Never | 1 | ||
Ever snuff user | 0.35 (0.09–1.30) | 0.118 | |
Ever smoker | 0.38 (0.14–1.02) | 0.056 |
Observed characteristics | Size of indirect effect relative to total effect (95% CI) | Predicted PDV among non-Whites * (compared to actual of 3.2%) |
---|---|---|
Health insurance | 40.3% (31.2–49.3) | 8.5% |
Educational attainment | 27.8% (20.9–34.8) | 6.5% |
Material wealth | 27.6% (21.3–33.9) | 6.2% |
Nutritional status | 10.3% (6.9–13.6) | 4.2% |
Location | 7.4% (3.1–11.6) | 3.9% |
Domains combined | 55.9% (44.9–67.8) | 12.8% |
3. Discussion
4. Conclusions
Conflict of Interest
Acknowledgements
References
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Ayo-Yusuf, I.J.; Ayo-Yusuf, O.A.; Olutola, B.G. Health Insurance, Socio-Economic Position and Racial Disparities in Preventive Dental Visits in South Africa. Int. J. Environ. Res. Public Health 2013, 10, 178-191. https://doi.org/10.3390/ijerph10010178
Ayo-Yusuf IJ, Ayo-Yusuf OA, Olutola BG. Health Insurance, Socio-Economic Position and Racial Disparities in Preventive Dental Visits in South Africa. International Journal of Environmental Research and Public Health. 2013; 10(1):178-191. https://doi.org/10.3390/ijerph10010178
Chicago/Turabian StyleAyo-Yusuf, Imade J., Olalekan A. Ayo-Yusuf, and Bukola G. Olutola. 2013. "Health Insurance, Socio-Economic Position and Racial Disparities in Preventive Dental Visits in South Africa" International Journal of Environmental Research and Public Health 10, no. 1: 178-191. https://doi.org/10.3390/ijerph10010178
APA StyleAyo-Yusuf, I. J., Ayo-Yusuf, O. A., & Olutola, B. G. (2013). Health Insurance, Socio-Economic Position and Racial Disparities in Preventive Dental Visits in South Africa. International Journal of Environmental Research and Public Health, 10(1), 178-191. https://doi.org/10.3390/ijerph10010178