Consumption of Tap Water and Sociodemographic-Associated Characteristics: A Nationwide Cross-Sectional Study
Abstract
:1. Introduction
2. Materials and Methods
- (i)
- Design, Data Source, and Participants
- (ii)
- Variables
- (iii)
- Ethical Considerations
- (iv)
- Statistical Analysis
3. Results
- (i)
- Bivariate analysis
- (ii)
- Logistic regression for TW consumption
- (iii)
- Logistic regression for perceived health status
- (iv)
- Logistic regression for obesity
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Variables | N | % of People Drinking TW | p-Value | |
---|---|---|---|---|
Sex | Males | 9524 | 43.28 | 0.58 |
Females | 10,150 | 43.02 | ||
Age class (years) | <20 | 3142 | 15.97 | 0.00 |
20–44 | 4577 | 23.26 | ||
45–59 | 4942 | 25.12 | ||
60–74 | 4298 | 21.85 | ||
≥75 | 2715 | 13.80 | ||
Educational level | Graduate/Post-Graduate degree | 3111 | 48.56 | 0.00 |
High school diploma | 6640 | 43.55 | ||
Middle school diploma | 4874 | 41.19 | ||
Primary school diploma/none | 4013 | 41.52 | ||
Economical resources in the last 12 months | Optimal | 356 | 50.00 | 0.00 |
Adequate | 13,545 | 43.76 | ||
Scarce | 5103 | 41.24. | ||
Inadequate | 670 | 42.92 | ||
Concern about waste production | No | 11,711 | 42.45 | 0.00 |
Yes | 7963 | 44.21 | ||
Concern about climate change | No | 10,088 | 41.8 | 0.00 |
Yes | 9586 | 44.66 | ||
Geographical Area of residency | North-West | 4712 | 46.21 | 0.00 |
North-East | 5966 | 64.98 | ||
Center | 3649 | 41.63 | ||
South | 4482 | 35.8 | ||
The Islands | 857 | 17.45 | ||
BMI | Normal | 8571 | 43.94 | 0.00 |
Underweight | 509 | 46.27 | ||
Overweight | 5869 | 42.90 | ||
Obese | 1974 | 40.66 | ||
Carbonated drink consumption (excluding water) | More than 1 L/day | 170 | 40.57 | 0.00 |
From 1/2 L to 1 L/day | 482 | 43.19 | ||
Less than 1/2 L day | 1241 | 40.68 | ||
Occasionally | 6103 | 41.89 | ||
Less than occasionally | 1932 | 45.87 | ||
No/never | 7897 | 44.96 | ||
Alcohol consumption | No | 5618 | 40.89 | 0.00 |
Yes | 12,519 | 44.66 | ||
Consumption of vegetables | More than once a day | 3584 | 46.83 | 0.00 |
Once a day | 6645 | 44.43 | ||
Sometimes a week | 6968 | 41.80 | ||
Less than once a week | 1349 | 39.20 | ||
Never | 643 | 39.30 | ||
Consumption of snacks | More than once a day | 186 | 41.24 | 0.00 |
Once a day | 731 | 42.65 | ||
Sometimes a week | 4276 | 40.71 | ||
Less than once a week | 7265 | 45.10 | ||
Never | 6616 | 43.50 | ||
Self-perceived health status | Not satisfactory | 3088 | 41.05 | 0.00 |
Satisfactory | 14,323 | 44.03 | ||
Consumption of dairy products | More than once a day | 910 | 48.74 | 0.00 |
Once a day | 3585 | 46.82 | ||
Sometimes a week | 11,065 | 43.00 | ||
Less than once a week | 2737 | 39.90 | ||
Never | 874 | 40.26 | ||
Consumption of sweets | More than once a day | 445 | 40.20 | 0.25 |
Once a day | 2062 | 43.08 | ||
Sometimes a week | 7119 | 43.34 | ||
Less than once a week | 7372 | 43.68 | ||
Never | 2135 | 43.37 | ||
Consumption of cured meat | More than once a day | 363 | 43.21 | 0.01 |
Once a day | 1450 | 43.23 | ||
Sometimes a week | 9668 | 42.59 | ||
Less than once a week | 5363 | 44.58 | ||
Never | 1972 | 43.27 | ||
Consumption of chicken meat | More than once a day | 325 | 37.57 | 0.00 |
Once a day | 1650 | 40.77 | ||
Sometimes a week | 13,074 | 42.38 | ||
Less than once a week | 3393 | 48.5 | ||
Never | 734 | 46.66 | ||
Consumption of sheep meat | More than once a day | 148 | 44.44 | 0.00 |
Once a day | 396 | 41.08 | ||
Sometimes a week | 3796 | 38.6 | ||
Less than once a week | 5600 | 43.34 | ||
Never | 9126 | 45.78 | ||
Consumption of beef meat | More than once a day | 183 | 39.7 | 0.00 |
Once a day | 798 | 42.33 | ||
Sometimes a week | 10,206 | 41.14 | ||
Less than once a week | 6470 | 47.15 | ||
Never | 1462 | 44.74 | ||
Consumption of pork meat | More than once a day | 166 | 43.34 | 0.00 |
Once a day | 587 | 41.16 | ||
Sometimes a week | 7535 | 41.69 | ||
Less than once a week | 7690 | 44.99 | ||
Never | 3118 | 43.97 |
Variables | OR | CI 95% | p-Value | |
---|---|---|---|---|
Age | <20 | 1 | ||
20–44 | 0.75 | 0.65–0.88 | 0.00 | |
45–59 | 0.85 | 0.73–0.99 | 0.04 | |
60–74 | 0.86 | 0.73–1.00 | 0.06 | |
≥75 | 0.95 | 0.80–1.12 | 0.53 | |
Educational level | Graduate/Post-graduate degree | 1 | ||
High School diploma | 0.8 | 0.75–0.85 | 0.00 | |
Middle school diploma | 0.71 | 0.66–0.77 | 0.00 | |
Primary school diploma/none | 0.69 | 0.63–0.76 | 0.00 | |
Concern about waste production | No | 1 | ||
Yes | 1.09 | 1.04–1.14 | 0.00 | |
Geographical Area of residency | North-West | 1 | ||
North-East | 2.13 | 1.99–2.27 | 0.00 | |
Center | 0.85 | 0.80–0.91 | 0.00 | |
South | 0.67 | 0.63–0.72 | 0.00 | |
The Islands | 0.25 | 0.22–0.27 | 0.00 | |
Alcohol consumption | No | 1 | ||
Yes | 1.11 | 1.05–1.17 | 0.00 | |
Dairy Products | More than once a day | 1 | ||
Once a day | 0.87 | 0.77–0.99 | 0.03 | |
Sometimes a week | 0.77 | 0.68–0.87 | 0.00 | |
Less than once a week | 0.66 | 0.58–0.75 | 0.00 | |
Never | 0.71 | 0.61–0.83 | 0.00 | |
Sweet | More than once a day | 1 | ||
Once a day | 1.09 | 0.91–1.30 | 0.36 | |
Sometimes a week | 1.18 | 1.00–1.40 | 0.05 | |
Less than once a week | 1.22 | 1.02–1.44 | 0.02 | |
Never | 1.27 | 1.06–1.52 | 0.00 | |
Chicken Meat | More than once a day | 1 | ||
Once a day | 1.07 | 0.86–1.34 | 0.54 | |
Sometimes a week | 1.20 | 0.97–1.49 | 0.09 | |
Less than once a week | 1.45 | 1.16–1.81 | 0.00 | |
Never | 1.33 | 1.04–1.70 | 0.03 | |
Sheep Meat | More than once a day | 1 | ||
Once a day | 0.62 | 0.40–0.96 | 0.03 | |
Sometimes a week | 0.60 | 0.39–0.90 | 0.01 | |
Less than once a week | 0.59 | 0.39–0.89 | 0.01 | |
Never | 0.54 | 0.36–0.82 | 0.00 | |
Beef Meat | More than once a day | 1 | ||
Once a day | 1.67 | 1.12–2.49 | 0.01 | |
Sometimes a week | 1.41 | 0.96–2.08 | 0.08 | |
Less than once a week | 1.67 | 1.13–2.45 | 0.01 | |
Never | 1.58 | 1.06–2.33 | 0.02 |
Variables | OR | 95% CI | p-Value | |
---|---|---|---|---|
Sex | Males | 1 | ||
Females | 0.83 | 0.78–0.88 | 0.00 | |
Age | <20 | 1 | ||
20–44 | 0.65 | 0.49–0.88 | 0.00 | |
45–59 | 0.34 | 0.25–0.45 | 0.00 | |
60–74 | 0.21 | 0.16–0.28 | 0.00 | |
≥75 | 0.12 | 0.08–0.15 | 0.00 | |
Educational level | Graduate/Post-graduate degree | 1 | ||
High School diploma | 0.96 | 0.87–1.05 | 0.38 | |
Middle school diploma | 0.90 | 0.81–0.99 | 0.05 | |
Elementary school diploma/none | 0.66 | 0.59–0.74 | 0.00 | |
Economical resources in the last 12 months | Optimal | 1 | ||
Adequate | 1.01 | 0.78–1.31 | 0.94 | |
Scarce | 0.51 | 0.39–0.66 | 0.00 | |
Inadequate | 0.33 | 0.25–0.45 | 0.00 | |
Concern about waste production | No | 1 | ||
Yes | 1.07 | 1.01–1.13 | 0.03 | |
Geographical Area of residency | North-West | 1 | ||
North-East | 1.03 | 0.94–1.13 | 0.56 | |
Center | 0.88 | 0.8–0.96 | 0.00 | |
South | 0.8 | 0.73–0.87 | 0.00 | |
Islands | 0.73 | 0.66–0.81 | 0.00 | |
BMI | Normal | 1 | ||
Underweight | 1.47 | 1.23–1.75 | 0.00 | |
Overweight | 1.32 | 1.10–1.58 | 0.00 | |
Obese | 0.88 | 0.73–1.06 | 0.18 | |
Alcohol consumption | No | 1 | ||
Yes | 1.32 | 1.24–1.41 | 0.00 | |
Consumption of vegetables | More than once a day | 1 | ||
Once a day | 0.95 | 0.87–1.03 | 0.19 | |
Sometimes a week | 0.88 | 0.81–0.96 | 0.00 | |
Less than once a week | 0.74 | 0.65–0.84 | 0.00 | |
Never | 0.72 | 0.6–0.88 | 0.001 | |
Sweet | More than once a day | 1 | ||
Once a day | 1.11 | 0.90–1.38 | 0.33 | |
Sometimes a week | 1.32 | 1.07–1.62 | 0.00 | |
Less than once a week | 1.26 | 1.03–1.55 | 0.03 | |
Never | 1.04 | 0.84–1.28 | 0.75 | |
Cured Meat | More than once a day | 1 | ||
Once a day | 1.45 | 1.12–1.87 | 0.00 | |
Sometimes a week | 1.31 | 1.03–1.66 | 0.03 | |
Less than once a week | 1.30 | 1.02–1.66 | 0.03 | |
Never | 1.23 | 0.95–1.59 | 0.11 |
Variables | OR | CI 95% | p-Value | |
---|---|---|---|---|
Tap Water consumption | No | 1 | ||
Yes | 0.93 | 0.87–0.99 | 0.05 | |
Sex | Males | 1 | ||
Females | 0.79 | 0.73–0.84 | 0.00 | |
Age | <20 | 1 | ||
20–44 | 2.44 | 1.68–3.55 | 0.00 | |
45–59 | 4.36 | 3.01–6.33 | 0.00 | |
60–74 | 5.70 | 3.92–8.29 | 0.00 | |
≥75 | 3.93 | 2.68–5.78 | 0.00 | |
Educational level | Graduate/Post-graduate | |||
High School diploma | 1.53 | 1.36–1.71 | 0.00 | |
Middle school diploma | 1.78 | 1.57–2.00 | 0.00 | |
Primary school diploma/none | 2.18 | 1.89–2.50 | 0.00 | |
Geographical Area of residence | North-West | 1 | ||
North-East | 1.10 | 0.99–1.23 | 0.06 | |
Center | 0.97 | 0.88–1.08 | 0.63 | |
South | 1.33 | 1.21–1.47 | 0.00 | |
The Islands | 1.12 | 0.99–1.27 | 0.08 | |
Alcohol consumption | No | 1 | ||
Yes | 0.84 | 0.78–0.91 | 0.00 | |
Self-perceived health status | Not Satisfactory | 1 | ||
Satisfactory | 0.63 | 0.59–0.68 | 0.00 | |
Carbonated drinks consumption (excluding water) | More than 1 L/day | 1 | ||
From 1/2 L to 1 L/day | 0.73 | 0.5–1.06 | 0.1 | |
Less than 1/2 L day | 0.90 | 0.64–1.27 | 0.55 | |
Occasionally | 0.86 | 0.62–1.19 | 0.37 | |
Less than occasionally | 0.73 | 0.52–1.03 | 0.07 | |
No/never | 0.67 | 0.48–0.93 | 0.02 | |
Sweet | More than once a day | 1 | ||
Once a day | 0.71 | 0.55–0.90 | 0.00 | |
Sometimes a week | 0.77 | 0.61–0.97 | 0.03 | |
Less than once a week | 0.84 | 0.67–1.06 | 0.14 | |
Never | 0.85 | 0.67–1.09 | 0.20 |
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Dolcini, J.; Chiavarini, M.; Ponzio, E.; Firmani, G.; D’Errico, M.M.; Barbadoro, P. Consumption of Tap Water and Sociodemographic-Associated Characteristics: A Nationwide Cross-Sectional Study. Nutrients 2024, 16, 944. https://doi.org/10.3390/nu16070944
Dolcini J, Chiavarini M, Ponzio E, Firmani G, D’Errico MM, Barbadoro P. Consumption of Tap Water and Sociodemographic-Associated Characteristics: A Nationwide Cross-Sectional Study. Nutrients. 2024; 16(7):944. https://doi.org/10.3390/nu16070944
Chicago/Turabian StyleDolcini, Jacopo, Manuela Chiavarini, Elisa Ponzio, Giorgio Firmani, Marcello Mario D’Errico, and Pamela Barbadoro. 2024. "Consumption of Tap Water and Sociodemographic-Associated Characteristics: A Nationwide Cross-Sectional Study" Nutrients 16, no. 7: 944. https://doi.org/10.3390/nu16070944
APA StyleDolcini, J., Chiavarini, M., Ponzio, E., Firmani, G., D’Errico, M. M., & Barbadoro, P. (2024). Consumption of Tap Water and Sociodemographic-Associated Characteristics: A Nationwide Cross-Sectional Study. Nutrients, 16(7), 944. https://doi.org/10.3390/nu16070944