| Literature DB >> 33171702 |
Fariani Syahrul1, Chatarina U Wahyuni1, Hari B Notobroto2, Eddy B Wasito3, Annis C Adi4, Febi Dwirahmadi5.
Abstract
Foodborne diseases (FBDs) have a large disease burden among children. The major type of FBD in children is diarrhea, caused mainly by contaminated food. One of the diarrhea pathogens is Diarrheagenic Escherichia coli (DEC). The aim of this study was to establish a model of microbial prediction (DEC) in stool, caused by the transmission of FBDs in elementary schoolchildren. An observational analytic study was conducted, with a nested case-control study design. In Stage I, the study population was children in a selected elementary school at Surabaya. The sample size for Stage I was 218 children. In Stage II, the case sample was all children with a positive test for DEC (15 children), and the control sample was all children who had tested negative for DEC (60 children). The result of the laboratory tests showed that the proportion of DEC in children was 6.88% (15 of 218 children) and the proportion of Escherichia coli O157:H7 in children was only 0.46%. The most significant mode of transmission included in the model was the snacking frequency at school and the risk classification of food that was often purchased at school. The formulation of the predicting model of DEC in stool can be used as an early warning against the incidence of FBDs in elementary schoolchildren.Entities:
Keywords: children; diarrheagenic Escherichia Coli; foodborne diseases
Year: 2020 PMID: 33171702 PMCID: PMC7664320 DOI: 10.3390/ijerph17218227
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Flow of the research process.
Distribution of age and sex of the students in Surabaya, 2017.
| Characteristics |
| % |
|---|---|---|
| Age (years) | ||
| 8–9 | 17 | 7.8 |
| 10–11 | 189 | 86.7 |
| 12–13 | 12 | 5.5 |
| Total | 218 | 100.0 |
| Sex | ||
| Boys | 84 | 38.5 |
| Girls | 134 | 61.5 |
| Total | 218 | 100.0 |
Distribution of the fingernail conditions of the students based on the presence of DEC in stool, in Surabaya, 2017.
| Fingernail Conditions | Positive DEC | Negative DEC | ||
|---|---|---|---|---|
|
| % |
| % | |
| Poor | 9 | 60.0 | 21 | 35.0 |
| Good * | 6 | 40.0 | 39 | 65.0 |
| Total | 15 | 100.0 | 60 | 100.0 |
* Good = clean and short.
Distribution of handwashing habits at school based on the presence of DEC in stool, in Surabaya, 2017.
| Handwashing Habits at School | Positive DEC | Negative DEC | ||
|---|---|---|---|---|
|
| % |
| % | |
| Poor | 7 | 46.7 | 31 | 51.7 |
| Medium | 5 | 33.3 | 23 | 38.3 |
| Good | 3 | 20.0 | 6 | 10.0 |
| Total | 15 | 100.0 | 60 | 100.0 |
Distribution of children who had the habit of bringing lunch from home based on the presence of DEC in their stool, in Surabaya, 2017.
| The Habit of Bringing Lunch from Home | Positive DEC | Negative DEC | ||
|---|---|---|---|---|
|
| % |
| % | |
| Never | 5 | 33.3 | 15 | 25.0 |
| 1–3 times/week | 7 | 46.7 | 42 | 70.0 |
| ≥4 times/week | 3 | 20.0 | 3 | 5.0 |
| Total | 15 | 100.0 | 60 | 100.0 |
Distribution of children’s snacking frequency based on the presence of DEC in their stool, in Surabaya, 2017.
| Snacking Frequency | Positive DEC | Negative DEC | ||
|---|---|---|---|---|
|
| % |
| % | |
| At school | ||||
| ≥4 times/week | 10 | 66.7 | 20 | 33.3 |
| 1–3 times/week | 5 | 33.3 | 40 | 66.7 |
| Total | 15 | 100.0 | 60 | 100.0 |
Food Risk Classification based on Contamination Risk by E. coli bacteria, in Surabaya, 2017.
| Category of Risk | Food | Beverage |
|---|---|---|
| Low Risk |
Packaged snacksh Food that was packaged by the producer (e.g., bread, donut, chips) Main food (e.g., fried rice, yellow rice, rice with fried chicken, and others) |
Bottled beverages Warm beverages |
| High Risk |
Food with peanut sauce, |
Cold beverages (iced tea, coconut ice, syrup ice, etc.) |
Source: [15,28].
Distribution of food risk classification in school based on DEC in stools, in Surabaya, 2017.
| Food Risk Classification | Positive DEC | Negative DEC | ||
|---|---|---|---|---|
|
| % |
| % | |
| FOOD | ||||
| High risk | 10 | 66.7 | 21 | 35.0 |
| Low risk | 5 | 33.3 | 39 | 65.0 |
| Total | 15 | 100.0 | 60 | 100.0 |
| BEVERAGE | ||||
| High risk | 9 | 60.0 | 18 | 30.0 |
| Low risk | 6 | 40.0 | 42 | 70.0 |
| Total | 15 | 100.0 | 60 | 100.0 |
Results of the logistic regression analysis.
| Variable | B | df | Sig | OR | 95% CI | |
|---|---|---|---|---|---|---|
| Lower | Upper | |||||
| Snacking Frequency at School (≥4 times/week) | 1.502 | 1 | 0.019 | 4.492 | 1.278 | 15.787 |
| Food Risk Classification (high risk) | 1.307 | 1 | 0.039 | 3.696 | 1.071 | 12.758 |
Probability of stool being DEC positive.
| Snack Frequency | Food Risk Classification | Probability |
|---|---|---|
| (1) ≥ 4 times/week | (1) high risk | 51.88% |
| (1) ≥ 4 times/week | (0) low risk | 22.58% |
| (0) < 4 times/week | (1) high risk | 19.36% |
| (0) < 4 times/week | (0) low risk | 6.09% |