Exploring environmental risk factors for diarrhea: Evidence from the Indonesian Health Survey, 2023

Article information

Environ Anal Health Toxicol. 2026;41.e2026001
Publication date (electronic) : 2026 January 8
doi : https://doi.org/10.5620/eaht.2026001
1Department of Environmental Health, Faculty of Public Health, Universitas Mulawarman, Samarinda City, Indonesia
2Department of Epidemiology, Faculty of Public Health, Universitas Mulawarman, Samarinda City, Indonesia
3Department of Hospital Administration, College of Health Science (STIKES) Adi Husada, Surabaya City, Indonesia
4Environmental Science Doctoral Program, Graduate School, Universitas Sebelas Maret, Surakarta City, Indonesia
*Correspondence: aidilfitrah@fkm.unmul.ac.id
Received 2025 June 12; Accepted 2025 October 6.

Abstract

Diarrhea remains one of the leading causes of morbidity and mortality in Indonesia, especially in vulnerable age groups. Although access to clean water and sanitation has improved, the quality of environmental management and hygiene practices still varies across households and could potentially affect the incidence of diarrhea. Aim: This study aimed to analyze the association between various household environmental risk factors and the occurrence of diarrhea at the national level using data from the 2023 Indonesian Health Survey (SKI-Survei Kesehatan Indonesia). This was an analytical observational study with a cross-sectional design, utilizing secondary data from the 2023 SKI. A total of 877,531 respondents from all provinces in Indonesia were included in the analysis. Independent variables comprised physical quality of drinking water, water sources, methods of water treatment and storage, sanitation systems, liquid and solid waste management, and hygiene practices. Bivariate and multivariate analyses were conducted using logistic regression. The prevalence of diarrhea was 1.9% among respondents. Multivariable logistic regression analysis indicated that poor physical quality of drinking water was the strongest predictor of diarrhea (Adjusted Odds Ratio [AOR] = 1.478; p = 0.000). Other significant factors included unsafe raw water sources (AOR = 1.199; p=0.001), inadequate sanitation (AOR = 0.762; p = 0.001), improper liquid waste disposal (AOR = 0.956; p = 0.001), poor solid waste management (AOR = 0.932; p = 0.027), inadequate hygiene practices (AOR = 0.872; p= 0.001), and use of open water storage containers (AOR=1.056; p = 0.004).. Household environmental factors play a critical role in the incidence of diarrhea in Indonesia. Effective diarrhea prevention strategies should include improvements in water quality, sanitation access, waste management, and community-based hygiene education. These findings can inform evidence-based policies to strengthen national programs for diarrhea control and prevention.

Introduction

Diarrhea is still a significant public health problem globally, as reflected by data from the World Health Organization (WHO). Annually, there are about 1.7 billion cases of diarrhea worldwide. The disease is also a major cause of death, with mortality reaching 443,832 cases in children under five years old and 50,851 cases in children aged 5 to 9 years, making it the third leading cause of death in children aged 1 to 59 months [1,2]. A similar problem exists in Indonesia, where 50 out of every 1,000 children under five die from diarrhea. In 2020, health service coverage for diarrhea patients in all age groups reached only 44.4%, and for children under five, it was only 28.9%, falling short of the national target[3] . The inequality in services between provinces is quite striking, with coverage of diarrhea patients across all age groups ranging from 4.9% in North Sulawesi to 78.3% in West Nusa Tenggara. As for the coverage of diarrhea patients under five, the figure ranged from 4.0% in North Sulawesi to 61.4% in West Nusa Tenggara.

According to UNICEF, nearly 70% of household drinking water sources in Indonesia are contaminated with fecal matter, posing a high risk of diarrheal disease transmission, particularly among children under five[4]. The Sustainable Development Goals (SDGs), especially SDG 6, target universal access to safe and affordable drinking water by 2030, yet this remains unlikely without substantial improvements in sanitation and water quality [5]. In Indonesia, although 93% of households have access to improved drinking water sources, only 11.9% use safely managed water that meets physical, chemical, and microbiological standards [6,7]. Improved sources include piped water, protected wells, protected springs, rainwater, and safe refillable bottled water, while unimproved sources comprise unprotected wells/springs, surface water, and unsafe refillable water. Piped water, considered the gold standard, is used as the main drinking water source by only 13.1% of households [8,9], and even when available, it must meet quality, quantity, affordability, and accessibility criteria to be deemed safely managed [7,10]; however, in many developing countries, drinking water quality remains poor, contributing to a high burden of waterborne diseases [11].

While various efforts have been made to reduce the burden of diarrheal disease—such as the development of sanitation infrastructure, provision of safe drinking water, and promotion of clean and healthy living behavior (PHBS-Perilaku Hidup Bersih dan Sehat) [12,13] . the incidence rate of diarrhea has not shown a significant decline. This suggests that the causes of diarrhea are not only clinical but also strongly linked to the quality and safety of water, sanitation, and hygiene in the living environment [14,15]. A number of previous studies have tried to identify the relationship between environmental aspects and diarrhea incidence, but generally have limitations in terms of area coverage, sample size, and the number of variables analyzed. Most of the studies were localized and unable to describe conditions at the national level, even though Indonesia has high geographical diversity and social characteristics. In addition, some studies tend to isolate one or two risk factors, such as water quality or latrine access, without considering the complex interactions between other environmental factors such as liquid waste management, water storage, and community hygiene behavior.

Based on this need, this study utilizes large-scale national data collected through the 2023 Indonesian Health Survey (IHS). With more than 877,000 respondents, this study presents a comprehensive picture of the relationship between household environmental conditions and the incidence of diarrhea. Various aspects were analyzed, ranging from access to clean water, physical quality of water, treatment methods, types of storage containers, to sanitation and hygiene practices. This approach allows for a more detailed mapping of relevant risk factors, as well as providing a more representative picture of the patterns of diarrhea incidence in Indonesia. Through systematic statistical analysis, the results of this study are expected to make a meaningful contribution to diarrhea prevention and control efforts through evidence-based strategies that consider the context of the wider Indonesian living environment.

Materials and Methods

Research design

This study used secondary data from the 2023 Indonesian Health Survey (his/SKI-Survei Kesehatan Indonesia), which is a large-scale, nationally representative, cross-sectional survey conducted by the Ministry of Health of the Republic of Indonesia. The SKI aims to collect comprehensive data on health status, determinants, and behaviors to inform policy-making and program evaluation. It covers all provinces and districts/cities in Indonesia, ensuring representativeness at national, provincial, and, in some cases, district levels through stratified multi-stage sampling. In 2023, the survey successfully interviewed 1,191,692 individuals, including infants, making it one of the largest health surveys in the country. For the present analysis, only 877,531 respondents provided complete data on diarrhea incidence, environmental factors, and personal hygiene practices.. The independent variables studied were the drinking water source, drinking water quality, drinking water treatment, drinking water storage, raw water source, access to sanitation, liquid waste management, and sanitation hygiene behavior, while the dependent variable was the incidence of diarrhea. The selection of household environmental variables in this study was based on global and national public health frameworks for the prevention of diarrheal diseases. The World Health Organization (WHO) identifies unsafe water, inadequate sanitation, and poor hygiene as the main environmental risk factors for diarrheal diseases, which contribute to the fecal-oral route of transmission.

In the questionnaire of the Indonesian Health Survey (IHS), the respondents' answers were classified into two categories, namely risky and non-risky sources of drinking water. Risky sources of drinking water come from unprotected dug wells, unprotected springs, hydrants, water terminals, purchased retail water, surface water (rivers/lakes/irrigation), and rainwater reservoirs, while non-risky sources of drinking water include bottled water, refill water, piped water, protected dug wells, protected springs, boreholes/pumps. The physical quality of drinking water is not eligible if the water looks cloudy, colored, tastes, foams, and smells. On the other hand, it meets the requirements if the water is clear, colorless, tasteless, does not foam, and does not smell. In terms of water treatment before consumption, respondents are said to carry out treatment if the water is cooked/boiled or uses UV. If the water is only filtered or given additional chemicals without a heating process, it is categorized as no treatment. The types of drinking water storage containers are also divided into open and closed. Open drinking water storage containers have opportunities for contaminants such as the use of uncovered buckets/pans or teapots, while closed drinking water storage containers can avoid water contamination such as using closed buckets or gallons. The classification criteria for “risky” and “non-risky” categories in this study were adapted from the WHO Guidelines for Drinking-water Quality and WHO/UNICEF Joint Monitoring Programme (JMP) definitions of improved and unimproved water and sanitation facilities. These criteria are also aligned with the Regulation of the Minister of Health of the Republic of Indonesia No. 3 of 2014 on Community-Based Total Sanitation and the National Guidelines for Diarrhea Management, which identify unsafe water sources, inadequate sanitation, poor waste disposal, and improper hygiene as key environmental risk factors. Operational definitions follow the 2023 Indonesian Health Survey (IHS/SKI) indicators, ensuring consistency with national health monitoring standards and allowing comparability with global WASH benchmarks.

Risky raw water sources include unprotected wells, rainwater, surface water, water terminals, hydrants, and retail water while non-risky raw water sources come from protected wells/springs or boreholes/pumps Household wastewater management is classified based on the type of disposal. Closed management occurs when waste from the kitchen and bathroom is channeled into closed channels or reservoirs. On the other hand, open liquid waste disposal occurs when wastes are discharged into open reservoirs, directly into the ground, sewers, or water bodies such as rivers. Improper waste management can become a place of transmission through the presence of vectors such as garbage thrown into the river/gutter, burned, stockpiled, or disposed of carelessly while correct waste management by transporting/disposing of it to TPS, recycling, composting, or depositing it in a waste bank. Access to sanitation is considered inadequate if the household does not have a toilet, has a toilet that is not owned or shared, is not used, uses a toilet without a lid or a plunging model, and disposes of feces into open soil pits, gardens, rice fields, lakes, ponds, or rivers while access to sanitation that is categorized as adequate is those that use gooseneck type toilets with disposal to a Waste Water Treatment Plant (WWTP) or septic tank.

Hygiene and sanitation practices were classified as poor if there were no handwashing facilities, or facilities were available but not equipped with water and soap, detergent, or antiseptic, while good hygiene practices were indicated by the presence of a handwashing place equipped with clean water and soap. The incidence of diarrhea respondents in the last 1 month had been diagnosed with diarrhea by health workers, on the other hand, respondents were not categorized as diarrhea if they did not experience diarrhea in the last 1 month since data collection and were not diagnosed by health workers.

Statisctic analysis

Data were presented as frequencies and percentages based on the classification of risk variables and the incidence of diarrhea. Bivariate analysis was conducted using the Chi-Square test to assess the association between independent and dependent variables, with a p-value < 0.05 considered statistically significant. Variables showing a significant association in the bivariate analysis were included in the multivariable analysis. Multivariable analysis was performed using backward stepwise conditional logistic regression, adjusting for age group and sex as potential covariates, in addition to the main environmental and behavioral risk factors (drinking water source, drinking water quality, drinking water treatment, drinking water storage, raw water source, access to sanitation, liquid waste management, and sanitation hygiene behavior).

Research ethics

This study complies with ethical review procedures and has been deemed appropriate by the Health Research Ethics Review Committee (KEPK) of Poltekkes Jakarta II Indonesia, as stated in letter No. LB.02.01.I/KE/L/287/2023, dated May 10, 2023. Access to the 2023 IHS data is available through the Ministry of Health’s data service at https://layanandata.kemkes.go.id/.

Results

The characteristics of respondents presented are classification by gender and age. Environmental exploration is reviewed from the sources and physical quality of drinking water; drinking water treatment and storage; raw water sources; liquid waste quality; solid waste treatment; access to sanitation and hygiene-sanitation. Table 1 below presents the complete research results.

Frequency distribution of environmental risk factor variables with diarrhea incidence in Indonesia in 2023 (n= 877,531)

Based on the results of the 2023 national survey of 877,531 respondents (Table 2), 16,380 individuals (1.9%) experienced diarrhea, while 861,151 respondents (98.1%) did not experience diarrhea. In terms of demographic characteristics, 580,299 respondents (66.1%) were in the productive age group (15–64 years) and 297,232 (33.9%) were in the unproductive age group (<15 or >64 years), with 463,269 females (52.8%) and 414,262 males (47.2%) Concerning drinking water sources, 187,519 respondents (21.4%) used risky drinking water sources, while 690,012 (78.6%) used non-risky sources. A total of 41,535 respondents (4.7%) used drinking water with unqualified physical quality, and 835,996 (95.3%) used qualified water. Drinking water treatment is still a concern, as 344,050 respondents (39.2%) did not treat their drinking water, while 533,481 (60.8%) did. In terms of drinking water storage, 215,025 (24.5%) used open containers, while 662,506 (75.5%) used closed containers. Risky raw water sources were still used by 118,397 respondents (13.5%), and 759,134 (86.5%) used non-risky sources.

Relationship between environmental factors and diarrhea incidence in Indonesia by 2023.

Other environmental factors such as liquid waste disposal, 702,168 respondents (80%) still use open containers, and only 175,363 (20%) have used closed containers. A total of 568,681 respondents (64.8%) were found not to be doing waste management properly, while only 308,850 (35.2%) were doing it properly. In terms of sanitation access, 35,677 respondents (4.1%) did not have proper access, while 841,854 (95.9%) had access to proper sanitation. Finally, in terms of sanitation hygiene, 218,492 respondents (24.9%) were in poor condition, while 659,039 (75.1%) showed good sanitation hygiene conditions. This finding confirms that although most of the population has access to proper sanitation and water, a number of environmental risk factors such as improper water treatment, open liquid waste disposal, and poor hygiene still contribute to the incidence of diarrhea in Indonesia. Table 2 below explains the risk factors of environmental conditions with cases of diarrhea.

Table 2 shows the results of bivariate analysis that most environmental factors have a significant association with the incidence of diarrhea in Indonesia in 2023. Respondents in the unproductive age group (<15 or >64 years) were more likely to experience diarrhea compared to those in the productive age group (OR = 1.703; 95% CI: 1.651–1.757), while males had a lower likelihood compared to females (OR = 0.900; 95% CI: 0.872–0.928). Use of risky drinking water sources was significantly associated with an increased incidence of diarrhea (OR: 1.113; 95% CI: 1.073-1.154; p = 0.001), as was consumption of water with unqualified physical quality (OR: 1.597; 95% CI: 1.504-1.695; p = 0.001). However, drinking water treatment did not show any significance (p = 0.753). Storage of water in open containers was also significantly associated with diarrhea (OR: 1.045; 95% CI: 1.008-1.080; p = 0.016).

Furthermore, the use of risky raw water sources (OR: 1.326; 95% CI: 1.273-1.382; p = 0.001), disposal of liquid waste through open channels (OR: 1.097; 95% CI: 1.055-1.142; p = 0.001), and improper waste management (OR: 1.152; 95% CI: 1.115-1.191; p = 0.001) also showed a significant association with diarrhea. In addition, inadequate access to sanitation (OR: 1.541; 95% CI: 1.444-1.645; p = 0.001) and poor sanitation hygiene behavior (OR: 1.236; 95% CI: 1.194-1.278; p = 0.001) reinforced the finding that behavioral factors and sanitation infrastructure play an important role in the incidence of diarrhea. Table 3 below explains the AOR values in both models.

Relationship between environmental factors and diarrhea incidence in indonesia by 2023..

Table 3 shows the multivariable logistic regression analysis revealed that several environmental factors were significantly associated with diarrhea. The poor physical quality of drinking water increased the risk of diarrhea (AOR = 1.478; 95% CI: 1.391–1.571; p = 0.001). Drinking water that was not appropriately treated (AOR=1.073; 95% CI: 1.037–1.110; p = 0.001), unsafe storage of drinking water (AOR = 1.056; 95% CI: 1.017–1.096; p = 0.004), and using unsafe raw water sources (AOR = 1.199; 95% CI: 1.148–1.252; p = 0.001) also increased the risk. Other factors such as poor wastewater disposal (AOR = 1.047; 95% CI: 1.005–1.089; p = 0.026), inadequate solid waste management (AOR = 1.083; 95% CI: 1.046–1.122; p = 0.001), lack of access to sanitation (AOR = 1.311; 95% CI: 1.225–1.403; p = 0.001), storage water containers (AOR = 1.056; 95% CI: 1.017-1.096; p = 0.004) and poor hygiene (AOR = 1.148; 95% CI: 1.108–1.189; p = 0.001) were also significant. The source of drinking water was not substantial (p = 0.253) and was removed from the final model.

Figure 1.

Adjusted Odds Ratio (AOR) results for water and sanitation variables.

Discussion

The results of this study provide empirical evidence that environmental factors have a significant contribution to the incidence of diarrhea at the population level in Indonesia. Based on the analysis of data from the 2023 Indonesian Health Survey (IHS), which included 877,531 respondents, it was found that diarrhea is still an important public health problem with a prevalence of 1.9%. Although this figure appears relatively small proportionally, when translated into absolute terms, the number of diarrhea cases remains significant and imposes a large economic and health burden. In a multivariate logistic regression model, several environmental indicators were found to be significantly associated with diarrhea incidence, both statistically and substantively. The physical quality of unqualified drinking water (cloudy water, color, taste, foam, or odor) showed the strongest influence on diarrhea incidence (Adjusted Odds Ratio/AOR = 1.478; 95% CI: 1.391-1.571; p = 0.000). This finding is in line with the results of previous studies showing that drinking water quality is one of the main determinants in the transmission of diarrheal diseases, particularly through microbiological contamination by pathogenic agents such as Escherichia coli, Shigella spp., and Vibrio cholerae [1719]. Contamination can occur at the water source, during the distribution process, or storage at the household level. This study also showed that the use of risky raw water sources (such as rainwater, surface water, or unprotected wells) had a significant association with diarrhea incidence (AOR = 1.199; 95% CI: 1.148-1.252; p = 0.0010. Although most households in this study accessed technically feasible water sources, there is still a high vulnerability to contamination if these water sources are poorly managed or used without additional treatment [2022]. This fact indicates that access to clean water is not only determined by the availability of the source but also by the quality of the source and water management practices at the household level.

Interestingly, the variable of treating drinking water before consumption did not show a statistically significant association in the bivariate model (p = 0.753), even though this practice is theoretically known to be effective in reducing the risk of waterborne diseases. This can be explained through possible differences in the treatment methods used (e.g. inadequate boiling, filtration without disinfection, or use of ineffective chemicals), as well as possible recontamination during storage. Therefore, the presence of this variable in the model highlights the importance of thorough quality control of water treatment practices, including public education on effective water treatment techniques [23].

Not only that, drinking water sources in the initial multivariate model were also found to be statistically insignificant (p = 0.253) and were subsequently removed. These findings are consistent with recent global evidence showing that factors at the point of use, rather than the type of water source, often determine the risk of contamination. A comprehensive meta-analysis from The Lancet (2022) reported that water treatment technologies at the household level, such as filtration, solar disinfection, and chlorination, can reduce the risk of diarrhea by 30–50%, while improvements to the water supply source alone showed inconsistent or insignificant effects [24,25]. Similarly, a Cochrane systematic review concluded that source-based interventions (e.g., improvements to supply systems or chlorination at the point of use) rarely achieve meaningful reductions in diarrhea incidence [25].

The type of water storage container was also shown to contribute to diarrhea risk, with open containers such as buckets without lids having an association with increased diarrhea incidence (AOR = 1.056; 95% CI: 1.017-1.096; p = 0.004). Open containers may increase the risk of water recontamination by vectors (such as flies and insects), unclean hands, and dust particles [26,27]. Although the contribution is relatively small compared to other variables, it is important to remember that this risk is cumulative, especially in environments that have multiple exposures to various sanitation determinants [28-30].

In terms of domestic wastewater management, this study confirmed that disposal of wastewater into open sumps was associated with the incidence of diarrhea (AOR = 1.047; 95% CI: 1.005-1.089; p = 0.026). Uncovered disposal systems allow waste runoff to contaminate the surrounding environment, including dug wells or surface water sources, which in turn become sources of drinking water contamination. This is reinforced by the finding that inappropriate solid waste management, such as burning, landfilling, or dumping into waterways, also showed a significant association with an increased incidence of diarrhea (AOR = 1.083; 95% CI: 1.046-1.122; p = 0.000). Improperly managed organic waste provides an ideal medium for the development of disease vectors such as flies, cockroaches, and rats, which are known to play a role in the transmission of pathogens that cause diarrhea [31-33]. Therefore, environmental management needs to not only focus on water and sanitation but also include an integrated waste management system [34,35]. In terms of access to sanitation, households that do not have access to proper latrines (e.g., latrines without goosenecks, without closed sumps, or non-functioning shared latrines) have a higher risk of experiencing diarrhea (AOR = 1.311; 95% CI: 1.225-1.403; p = 0.000). Access to adequate sanitation facilities is a fundamental component in breaking the chain of fecal-oral transmission [36,37]. This study consistently supports the findings of WHO and UNICEF that improved access to proper sanitation is directly associated with reduced diarrhea incidence, especially in vulnerable age groups such as children under five [38,39].

In addition to physical infrastructure, community hygiene behavior is also an important factor evidenced in this study. Poor sanitation hygiene practices, such as not washing hands with soap at critical times (after defecation, before eating, or before preparing food), significantly increased the risk of diarrhea incidence (AOR = 1.148; 95% CI: 1.108-1.189; p = 0.000). This suggests that good behavior in sanitation management needs to be accompanied by education and the provision of supporting facilities, such as the availability of clean water, soap, and easily accessible hand-washing facilities [4042]. Although health promotion programs have been carried out by various institutions, implementation challenges are still encountered, especially in areas with low education and income levels [43]. In this context, health promotion approaches need to be reviewed to place more emphasis on community-based behavior change strategies that are adapted to local social and cultural conditions.

Overall, this discussion shows that the incidence of diarrhea in Indonesia is multifactorial with a dominant contribution from interrelated environmental factors, in terms of infrastructure, behavior, and risk management. Therefore, diarrhea management strategies must be designed intersectorally and holistically, including complementary preventive and promotive aspects. The government and stakeholders need to integrate findings such as these into public policy, by strengthening environmental and behavioral intervention programs in a more targeted manner, based on risk data and local needs. In addition, the results of this study provide a strong basis for the development of an environmental risk surveillance system for water-based diseases such as diarrhea, as well as input for mapping priority areas for intervention based on the identified risk profile. In the context of the Sustainable Development Goals (SDGs), particularly targets 6.1 and 6.2 on universal access to safe drinking water and proper sanitation, the findings confirm that achieving these targets depends not only on infrastructure development, but also on improving the quality of behavior, resource governance, and strengthening the capacity of communities to maintain environmental hygiene independently. Thus, this study not only makes an academic contribution in understanding the environmental determinants of diarrhea incidence, but also has high practical value in supporting sustainable and evidence-based public health development policies.

This study has several limitations. First, as a cross-sectional design, it cannot establish causal relationships between environmental factors and diarrhea incidence. Second, the analysis relied on self-reported data from the 2023 Indonesian Health Survey, which may be subject to recall bias and reporting errors. Third, some potential confounding variables, such as nutritional status, climate variation, and seasonal effects, were not included in the analysis due to data unavailability. Lastly, water quality indicators were based on household responses rather than direct laboratory testing, which may affect the accuracy of exposure classification.

Conclusions

This study confirmed that household environmental factors have a significant contribution to the incidence of diarrhea in Indonesia. Based on the analysis of data from the 2023 Indonesian Health Survey (IHS), which covered more than 877,000 respondents, it was found that environmental aspects such as the physical quality of drinking water, raw water sources, access to proper sanitation, liquid and solid waste management, types of water storage containers, and sanitary hygiene behavior are important determinants of diarrhea incidence. Among all the variables analyzed, the physical quality of drinking water was recorded as the most influential factor in diarrhea incidence after controlling for other variables. Although most households have access to water and sanitation, there are still gaps in the quality, management, and usage behavior that lead to vulnerability to environment-based diseases. These findings suggest that diarrhea control approaches cannot rely solely on clinical interventions or the provision of physical infrastructure, but must be done comprehensively through the integration of environmental development, behavior change education, and strengthening sanitation governance at the household level. In the context of achieving sustainable development goals, especially SDGs points 3 and 6, the results of this study reinforce the urgency of evidence-based interventions that consider the geographical, social, and behavioral diversity of communities. Therefore, future public health policies need to consider national data-based risk mapping that enables more focused, adaptive, and sustainable intervention planning to reduce the burden of diarrheal disease in Indonesia.

Notes

Acknowledgement

The author would like to thank the Ministry of Health of the Republic of Indonesia for its support in providing data from the 2023 Indonesian Health Survey, which was used in writing this article.

Conflict of interest

The author declare there is no conflict of interest in this study. The author certifies that they have no known competing financial interests or personal ties that could have seemed to affect the work disclosed in this paper.

CRediT author statement

MAF: Conceptualization, Methodology, Formal analysis, Original draft Preparation. MZS: Data Curation, Writing-Review & Editing. YWF: Writing - Review & Editing.

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Article information Continued

Figure 1.

Adjusted Odds Ratio (AOR) results for water and sanitation variables.

Table 1.

Frequency distribution of environmental risk factor variables with diarrhea incidence in Indonesia in 2023 (n= 877,531)

Variable Total Percent (%)
Age group < 15 or > 64 297,232 33,9
15 – 64 580,299 66,1
Gender Male 414,262 47,2
Female 463,269 52,8
Diarrhea cases Yes 16,380 1.9
No 861,151 98.1
Source of drinking water Risky 187,519 21.4
No at risk 690,012 78.6
Quality of physical drinking water Not qualify 41,535 4.7
Qualify 835,996 95.3
Treatment of drinking water untreated Untreated 344,050 39.2
Treated 533,481 60.8
Storage of drinking water Open 215,025 24.5
Close 662,506 75.5
Source of raw water Risky 118,397 13.5
No at risk 759,134 86.5
Waste water output Close containment 702,168 80
Open contaiment 175,363 20
Treatment of solid waste Correct 568,681 64.8
Incorrect 308.850 35.2
Sanitation access Not viable 35,677 4.1
Viable 841,854 95.9
Sanitation hygiene Poor 218,492 24.9
Good 659,039 75.1

Table 2.

Relationship between environmental factors and diarrhea incidence in Indonesia by 2023.

Variable Diarrhea Cases
OR (95% Cl)
Diarrhea
Not Diarrhea
n % n
Age group
< 15 or > 64 7589 46.3 289643 33.6 1.703 (1.651-1.757)
15 – 64 8791 53.7 571508 66.4
Gender
Male 7311 44.6 406951 47.3 0.900 (0.872-0.928)
Female 9069 55.4 454200 52.7
Source of drinking water
Risky 3797 23.2 183722 21.3 1.113 (1.073-1.154)
No at risk 12583 76.8 677429 78.7
Quality of physical drinking water
Not qualify 1192 7.3 40373 4.7 1.597 (1.504-1.695)
Qualify 15188 92.7 820808 95.3
Treatment of drinking water
Untreated 6442 39.3 337608 39.2 1.005 (0.974-1.038)
Treated 9938 60.7 523543 60.8
Storage of drinking water
Open 4145 25.3 210880 24.5 1.045 (1.008-1.082)
Close 12235 74.7 650271 75.5
Source of raw water
Risky 2794 17.1 115603 13.4 1.326 (1.273-1.382)
No at risk 13586 82.9 745548 86.6
Waste water output
Open 13339 81.4 688829 80 1.097 (1.055-1.142)
Close 3041 18.4 172322 20
Treatment of solid waste
Incorrect 11124 67.9 557557 64.7 1.152 (1.115-1.191)
Correct 5256 32.1 303594 35.3
Sanitation access
Not viable 995 6.1 34682 4.0 1.541 (1.444-1.645)
Viable 15385 93.9 826469 96.0
Sanitation hygiene
Poor 4746 29.0 213746 24.8 1.236 (1.194-1.278)
Good 11634 71.0 647405 75.2

* Statistically significant at p < 0.05.

Table 3.

Relationship between environmental factors and diarrhea incidence in indonesia by 2023..

Risk Factor Model 1
Model 2
AOR 95% Cl AOR 95% Cl
Source of drinking water 0.975 (0.975-1.018) -
Quality of physical drinking 1.481 (1.394-1.574) 1.478 (1.391-1.571)
Treatment of drinking water 1.068 (1.031-1.106) 1.073 (1.037-1.110)
Storage of drinking water 1.057 (1.019-1.097) 1.056 (1.017-1.096)
Source of raw water 1.214 (1.157-1.274) 1.199 (1.148-1.252)
Waste water output 1.046 (1.005-1.089) 1.047 (1.005-1.089)
Treatment of solid waste 1.084 (1.047-1.123) 1.083 (1.046-1.122)
Sanitation access 1.312 (1.226-1.404) 1.311 (1.225-1.403)
Sanitation hygiene 1.148 (1.108-1.189) 1.148 (1.108-1.189)
Constant 0.051 0.051

All variables included in the table were entered as covariates in the multivariate model

Notes. Model: Backward LR method. Hosmer and Lemeshow test: χ² = 18.831, p = 0.009. Nagelkerke R² = 0.4%.