| Literature DB >> 29036937 |
Chao Wu1,2, Xiaofang Guo3, Jun Zhao4,5, Quan Lv6, Hongbin Li7, Edward B McNeil8, Virasakdi Chongsuvivatwong9, Hongning Zhou10.
Abstract
Background: In China, mosquito-borne diseases are most common in the sub-tropical area of Yunnan province. The objective of this study was to examine behaviors related to mosquito-borne diseases in different ethnic minority groups and different socioeconomic groups of people living in this region.Entities:
Keywords: bed nets; behaviors; environment; ethnic group; mosquito-borne diseases; multiple correspondence analysis; repellent
Mesh:
Substances:
Year: 2017 PMID: 29036937 PMCID: PMC5664728 DOI: 10.3390/ijerph14101227
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Map of study sites.
Sociodemographic characteristics.
| Characteristic | Adult Group (>18 Years) | Child Group (≤18 Years) | ||
|---|---|---|---|---|
| Frequency | Percent | Frequency | Percent | |
| Number of clusters | 12 | 60.0 | 8 | 40.0 |
| Number of participants | 565 | 43.6 | 730 | 56.4 |
| Gender | ||||
| Male | 185 | 32.7 | 397 | 54.4 |
| Female | 380 | 67.3 | 333 | 45.6 |
| Education level | ||||
| Less than primary school | 214 | 37.9 | 14 | 1.9 |
| Primary school | 310 | 23.0 | 405 | 55.5 |
| Secondary school or above | 221 | 39.1 | 311 | 42.6 |
| Ethnicity | ||||
| Han | 55 | 9.7 | 93 | 12.7 |
| Dai | 105 | 18.6 | 82 | 11.2 |
| Aini | 125 | 22.1 | 102 | 14.0 |
| Yi | 157 | 27.8 | 144 | 19.7 |
| Yao | 102 | 18.1 | 154 | 21.1 |
| Other | 21 | 3.7 | 155 | 21.2 |
| Occupation | ||||
| Farmer | 453 | 80.2 | 8 | 1.1 |
| Student or other | 112 | 19.8 | 722 | 98.9 |
| Family size | ||||
| ≤3 | 127 | 22.5 | 70 | 9.6 |
| 4–5 | 258 | 45.7 | 441 | 60.4 |
| ≥6 | 180 | 31.9 | 219 | 30.0 |
| Annually family income (CNY¥ per capita) | ||||
| ≤8000 | 193 | 34.2 | 123 | 16.8 |
| 8000–12,000 | 152 | 26.9 | 254 | 34.8 |
| 12,000–15,000 | 118 | 20.9 | 249 | 34.1 |
| ≥15,000 | 102 | 18.1 | 104 | 14.2 |
Comparison of environmental factors and personal behaviors between the child group and adult group.
| Variables | Child Group (Age ≤ 18 Years) | Adult Group (Age > 18 Years) | Dimension 1 | Dimension 2 | Dimension 3 |
|---|---|---|---|---|---|
| % | % | Contribution Score | |||
| Pig rearing by family | |||||
| Yes | 60 | 61.2 | 0.574 | _ | −0.379 |
| No | 40 | 39.8 | −0.88 | _ | 0.582 |
| Distance from house to pig farm | |||||
| Side of the house | 54.2 | 57.7 | 0.561 | _ | −0.413 |
| Less than 3 km | 5.8 | 3.4 | 0.97 | _ | _ |
| Without pig rearing | 40.0 | 38.9 | −0.876 | _ | 0.584 |
| With pig farm near the house | |||||
| Yes | 34.9 | 42.5 | 0.921 | _ | −0.349 |
| No | 65.1 | 57.5 | −0.57 | _ | _ |
| Distance of the nearest pig farm | |||||
| Side of the house | 28.1 | 34.2 | 1.022 | _ | −0.425 |
| Less than 3 km | 6.8 | 8.3 | 0.722 | −0.939 | _ |
| Without pig rearing | 65.1 | 57.5 | −0.57 | _ | _ |
| Housing structure | |||||
| Wooden/bamboo structure | 24.2 | 19.6 | _ | _ | _ |
| Brick and cement structure | 71.4 | 77.5 | _ | _ | _ |
| Other | 4.4 | 2.8 | _ | _ | _ |
| With paddy field | |||||
| Yes | 69.9 | 81.8 | _ | _ | _ |
| No | 30.1 | 18.2 | _ | _ | _ |
| Near to the forest | |||||
| Yes | 23.2 | 25.7 | _ | _ | _ |
| No | 76.8 | 74.3 | _ | _ | _ |
| With rubber planting | |||||
| Yes | 60.4 | 68.1 | _ | _ | _ |
| No | 39.6 | 31.9 | _ | −0.47 | _ |
| With discarded tires | |||||
| Yes | 17.1 | 20.0 | _ | _ | _ |
| No | 82.9 | 80.0 | _ | _ | _ |
| With aquatic plants | |||||
| Yes | 17.5 | 14.0 | _ | _ | _ |
| No | 82.5 | 86.0 | _ | _ | _ |
| With pickle jars | |||||
| Yes | 75.8 | 82.3 | _ | _ | _ |
| No | 24.2 | 17.7 | _ | _ | _ |
| Running water | |||||
| Yes | 92.3 | 98.4 | _ | _ | _ |
| No | 7.7 | 1.6 | _ | _ | _ |
| Tanks for water storage | |||||
| Yes | 36.4 | 49.4 | _ | _ | _ |
| No | 63.6 | 50.6 | _ | _ | _ |
| Family possesses bed nets | |||||
| Yes | 70.4 | 58.9 | _ | 0.558 | _ |
| No | 29.6 | 41.1 | _ | −1.504 | _ |
| Often using bed nets | |||||
| Yes | 55.3 | 29.7 | _ | 0.921 | _ |
| No | 44.7 | 70.3 | _ | −0.729 | _ |
| Sleeping in bed net during daytime | |||||
| Yes | 64.8 | 81.4 | _ | −0.548 | _ |
| No | 35.2 | 18.6 | _ | 1.18 | _ |
| Using insect repellent when working outsides | |||||
| Yes | 48.2 | 50.1 | 0.603 | _ | 0.739 |
| No | 51.8 | 49.9 | −0.58 | _ | −0.711 |
| Using mosquito coils | |||||
| Yes | 54.8 | 54.2 | 0.63 | _ | 0.753 |
| No | 45.2 | 45.8 | −0.526 | _ | −0.628 |
| Using florial water when working/playing outside | |||||
| Yes | 72.9 | 80.0 | 0.711 | _ | 1.071 |
| No | 27.1 | 20.0 | _ | _ | −0.339 |
| Using DEET when working/playing outside | |||||
| Yes | 1.5 | 4.6 | _ | _ | _ |
| No | 98.5 | 95.4 | _ | _ | _ |
Note: “_” variables are those which contributed less than 2.5% to three dimensions. The negative contribution scores denote the opposite direction.
Univariate analysis of association between the sociodemographic factors and pig rearing, bed net use, and repellent use.
| Socio-Demographic Factors | Pig Rearing | Bed Net Use | Repellent Use | ||||||
|---|---|---|---|---|---|---|---|---|---|
| Bad/Good | OR 95% CI | Bad/Good | OR 95% CI | Bad/Good | OR 95% CI | ||||
| Gender | |||||||||
| Male | 262/320 | 1 | 0.078 | 305/277 | 1 | 0.091 | 305/277 | 1 | 0.502 |
| Female | 356/357 | 1.22 (0.97, 1.53) | 340/373 | 0.83 (0.66, 1.04) | 387/326 | 1.08 (0.86, 1.35) | |||
| Age group | |||||||||
| Adult | 289/276 | 1 | 0.03 | 250/315 | 1 | <0.01 | 377/188 | 1 | <0.01 |
| Child | 329/401 | 1.28 (1.02, 1.6) | 395/335 | 0.67 (0.54, 0.84) | 315/415 | 2.64 (2.09, 3.34) | |||
| Ethnicity | |||||||||
| Han | 56/92 | 1 | <0.01 | 69/79 | 1 | <0.01 | 69/79 | 1 | <0.01 |
| Dai | 98/89 | 1.81 (1.14, 2.88) | 130/57 | 2.6 (1.63, 4.19) | 70/117 | 0.69 (0.43, 1.09) | |||
| Aini | 108/119 | 1.49 (0.96, 2.33) | 127/100 | 1.45 (0.94, 2.25) | 140/87 | 1.84 (1.19, 2.86) | |||
| Yi | 151/150 | 1.65 (1.09, 2.53) | 100/201 | 0.57 (0.37, 0.87) | 193/108 | 2.04 (1.34, 3.11) | |||
| Yao | 151/105 | 2.36 (1.53, 3.66) | 93/163 | 0.65 (0.42, 1.01) | 149/107 | 1.59 (1.04, 2.45) | |||
| Other | 54/122 | 0.73 (0.45, 1.18) | 126/50 | 2.88 (1.78, 4.69) | 71/105 | 0.77 (0.49, 1.23) | |||
| Occupation | |||||||||
| Farmer | 272/189 | 1 | <0.01 | 221/240 | 1 | <0.01 | 333/128 | 1 | <0.01 |
| Student | 327/398 | 0.57 (0.45, 0.73) | 393/332 | 1.29 (1.01, 1.64) | 310/415 | 0.29 (0.22, 0.37) | |||
| Other | 19/90 | 0.15 (0.08, 0.25) | 31/78 | 0.43(0.26, 0.69) | 49/60 | 0.31 (0.2, 0.49) | |||
| Education level | 0.146 * | 0.7846 * | <0.01 * | ||||||
| Less than primary school | 120/108 | 1 | 0.252 | 113/115 | 1 | 0.942 | 155/73 | 1 | <0.01 |
| Primary school | 252/283 | 0.8 (0.58, 1.11) | 264/271 | 0.99 (0.72, 1.37) | 269/266 | 0.48 (0.34, 0.67) | |||
| Secondary school or above | 246/286 | 0.77 (0.56, 1.07) | 268/264 | 1.03 (0.75, 1.43) | 268/264 | 0.47 (0.34, 0.67) | |||
| Annual family income per capita (RMB) | <0.01 * | 0.017 * | <0.01 * | ||||||
| ≤8000 | 174/142 | 1 | <0.01 | 168/148 | 1 | 0.015 | 209/107 | 1 | <0.01 |
| 8000–12,000 | 209/197 | 0.87 (0.64, 1.18) | 204/202 | 0.89 (0.66, 1.21) | 194/212 | 0.47 (0.34, 0.64) | |||
| 12,000–15,000 | 168/199 | 0.69 (0.5, 0.94) | 191/176 | 0.96 (0.7, 1.31) | 172/195 | 0.45 (0.33, 0.62) | |||
| ≥15,000 | 67/139 | 0.39 (0.27, 0.58) | 82/124 | 0.58 (0.4, 0.84) | 117/89 | 0.67 (0.46, 0.98) | |||
| Family size | <0.01 * | <0.01 * | 0.736 * | ||||||
| ≤3 | 67/130 | 1 | <0.01 | 75/122 | 1 | <0.01 | 105/92 | 1 | 0.863 |
| 4–5 | 320/379 | 1.64 (1.16, 2.32) | 343/356 | 1.57 (1.12, 2.2) | 378/321 | 1.03 (0.74, 1.43) | |||
| 6 | 231/168 | 2.66 (1.84, 3.87) | 227/172 | 2.14 (1.49, 3.09) | 209/190 | 0.96 (0.67, 1.38) | |||
* Chi-squared test for trend in proportion. OR: odds ratio. CI: confidence interval.
Associations between sociodemographic factors and bad MBD behaviors.
| Predictive Factors | Model 1 Pig Rearing | Model 2 Not Using Bed Net | Model 3 Not Using Repellent |
|---|---|---|---|
| AOR 95% CI | AOR 95% CI | AOR 95% CI | |
| Age group: Adult vs Child | 1.23 (0.4, 3.76) | 1.04 (0.35, 3.07) | 0.78 (0.25, 2.44) |
| Gender: Female vs Male | 1.16 (0.91, 1.48) | 0.87 (0.68, 1.11) | 0.84 (0.66, 1.07) |
| Ethnicity ref.: Han | *** | *** | *** |
| Dai | 1.41 (0.88, 2.27) | 2.47 (1.53, 3.97) ** | 0.45 (0.28, 0.74) ** |
| Aini | 1.14 (0.73, 1.78) | 1.32 (0.85, 2.03) | 1.32 (0.84, 2.06) |
| Yi | 1.58 (1.02, 2.42) * | 0.55 (0.36, 0.84) ** | 1.59 (1.04, 2.43) * |
| Yao | 1.86 (1.19, 2.9) ** | 0.52 (0.34, 0.8) ** | 1.25 (0.8, 1.94) |
| Other | 0.64 (0.4, 1.04) | 2.44 (1.52, 3.92) ** | 0.9 (0.57, 1.43) |
| Occupation Reference: Farmer | *** | *** | *** |
| Student | 0.67 (0.22, 2.07) | 1.32 (0.44, 3.93) | 0.21 (0.07, 0.68) ** |
| Other | 0.15 (0.08, 0.27) ** | 0.39 (0.22, 0.67) ** | 0.28 (0.17, 0.48) ** |
| Education level Reference: Less than primary school | *** | ||
| Primary school | 1.5 (1.01, 2.22) * | 0.85 (0.57, 1.26) | 1.02 (0.66, 1.55) |
| Secondary school or above | 1.99 (1.33, 2.96) ** | 1.06 (0.71, 1.59) | 1.04 (0.68, 1.6) |
| Annual family income (per capita RMB) ref.: ≤8000 (RMB) | *** | ||
| 8000–12,000 | 0.98 (0.71, 1.35) | 0.67 (0.48, 0.93) * | 0.61 (0.44, 0.85) ** |
| 12,000–15,000 | 0.9 (0.64, 1.26) | 0.77 (0.55, 1.08) | 0.66 (0.46, 0.93) * |
| >15,000 | 0.67 (0.43, 1.04) | 0.68 (0.44, 1.05) | 1.04 (0.67, 1.62) |
| Family size ref. ≤3 | *** | ||
| 4–5 | 1.41 (0.98, 2.04) | 1.17 (0.81, 1.68) | 1.33 (0.92, 1.92) |
| ≥6 | 2.11 (1.4, 3.18) ** | 1.4 (0.93, 2.11) | 1.34 (0.88, 2.02) |
AOR: Adjusted odds ratio; 95% CI: confidence interval; * p (Wald’s test) < 0.05; ** p (Wald’s test) < 0.01; *** p (LR-test) < 0.05. Model 1: Associations between sociodemographic factors and environmental pig rearing; Model 2: Associations between sociodemographic factors and bed net use behaviors; Model 3: Associations between sociodemographic factors and repellent use behaviors.