SYSTEMATIC REVIEW article

Front. Environ. Sci., 09 May 2023

Sec. Water and Wastewater Management

Volume 11 - 2023 | https://doi.org/10.3389/fenvs.2023.1141825

Effectiveness of the Swachh Bharat Mission and barriers to ending open defecation in India: a systematic review

  • Department of Environmental Sciences and Engineering, The Gillings School of Global Public Health, The Water Institute at UNC, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States

Abstract

In 2016, nearly 60% of the population of India practiced open defecation (OD), which was 4 times the global rate, and reducing OD in India will be essential in meeting Sustainable Development Goal (SDG) 6.2 and improving global public health. The government of India launched the Swachh Bharat Mission (SBM) in 2014 with one key goal for all Indian states to achieve OD-free (ODF) status by 2019. Despite reports from the Government of India on the success of SBM, the true ODF status of Indian states is still unknown. A systematic review of peer-reviewed literature was conducted to assess the impact of SBM on OD in India, evaluate the barriers to reducing OD, and provide recommendations for future interventions to reduce or eliminate OD in India. A total of 237 publications were screened, and 22 were selected for inclusion. While the Prime Minister declared India ODF in 2019, studies suggest that the government monitoring system overestimates numbers of ODF villages and toilet coverage. Reasons for households’ continued OD practice include financial constraints, lack of water supply, governmental mistrust, cultural beliefs, and personal preference. Community incentives and penalties have been used to encourage proper sanitation practices with varying success. Overarching strategies and approaches that have worked well across study districts to reduce OD include high involvement of district leadership and innovative behavior-change and local community mobilization campaigns.

1 Introduction

Open defecation (OD) refers to the practice of defecating or disposing of human feces in fields, forests, bushes, bodies of water, or other open spaces (WHO and UNICEF, 2021). Given its linkages to human health, dignity, and gender equity, eliminating OD has remained a global goal and water, sanitation, and hygiene (WASH) sector priority (; ) manifesting in an international agreement on the human right to water and sanitation and the United Nations SDG 6.2 to achieve by 2030 access to adequate and equitable sanitation and hygiene for all and end OD (). Between 2000 and 2020, the World Health Organization/United Nations Children’s Fund Joint Monitoring Programme (JMP) reported that the proportion of the global population practicing OD decreased from 21% to 6%; however, an estimated 494 million people still practice OD, of whom 90% live in rural areas of sub-Saharan Africa and Central and Southern Asia ().

In 2016, an estimated 60% of the population of India practiced OD, which was 4 times the global rate (). Because India may still be a major contributor to global OD rates, reducing the practice will be essential in meeting the 2030 SDG target 6.2. According to JMP reported data, India is responsible for the largest drop in OD between 2015 and 2020 in terms of absolute numbers among all countries, yet high rates of OD in India persist (). The JMP estimated that 15% of India’s population practiced OD in 2020, with rates varying between 1% and 70% across states (). India’s National Family Health Survey (NFHS) estimated that 19% of India’s population practiced OD in 2021 (; ). However, several studies have indicated that rates of OD in India are underestimated. Vyas et al. (2019) found a 20-percentage point higher rate of OD at the individual level than was reported by the NFHS at the household level. found that nearly 55% of households in the state of Tamil Nadu practiced OD despite having a household toilet, compared to 38% reported by the 2016 NFHS ().

The JMP estimated that in 2020, 46% of India’s population had access to safely managed sanitation services, that is, improved sanitation facilities that are not shared with other households and where excreta are safely disposed of onsite or transported and treated offsite. (). This estimate of sanitation coverage is similar to other countries regionally—Bangladesh (39%) and Nepal (49%) — as well as globally—including Ecuador (42%) and Albania (49%) (). However, while these countries have similar estimates of safely managed sanitation coverage, estimates of OD varied. Albania, Bangladesh, and Ecuador were all estimated to have rates of OD less than 1%, compared to an estimated 10% in Nepal and 15% in India, suggested that India is lagging behind in improving defecation practices both regionally and globally ().

Lack of adequate WASH services and OD are most commonly associated with excreta-related infectious diseases and diarrhea (; ; ). OD enables disease-causing pathogens to spread from the feces of one person to the mouth of another via contaminated water, food, or fomites (). A systematic review of the health impacts of OD in India and Kenya found associations of OD with soil-transmitted helminth infections, hookworm infestations, poor birth outcomes, poor nutrition, increased risk of sexual violence among women, and psychosocial stress (). Declines in OD correspond to decreases in the prevalence of diarrheal morbidity (). Reductions in OD, and corresponding reductions in WASH-related morbidity, may be achieved by improving access to basic or improved sanitation services. Improved sanitation facilities hygienically separate excreta from human contact, and basic sanitation refers to the use of improved sanitation facilities that are not shared by other households (). Safely managed sanitation refers to the use of improved facilities that are not shared by other households, and where excreta are safely disposed of on-site or removed and treated off-site. The JMP estimated that 71% of India had access to basic or safely managed sanitation in 2020 ().

To accelerate efforts to achieve country-wide sanitation coverage and reduce WASH-related disease in line with SDG 6, the Prime Minister of India launched the Swachh Bharat Mission (SBM) in 2014. One key objective of the SBM was for all Indian villages, districts, and states to improve public health by achieving open defecation free (ODF) status by 2019 based on household-level surveys (). ODF is defined in SBM guidelines as no visible feces found in the environment/village and, b) every household as well as public/community institution(s) using safe technology option for disposal of feces, as defined by the Ministry of Drinking Water and Sanitation. However, the effectiveness of SBM in eliminating OD in Indian states is still not well understood.

SBM sought to engage all people in the task of cleaning homes, workplaces, villages, cities and surroundings, in a collective quest. The objectives of SBM included: a) Bring about an improvement in the general quality of life in rural areas by promoting cleanliness, hygiene and eliminating open defecation, b) Accelerate sanitation coverage in rural areas to achieve the vision of Swachh Bharat, c) Motivate communities to adopt sustainable sanitation practices and facilities through awareness creation and health education, d) Encourage cost effective and appropriate technologies for ecologically safe and sustainable sanitation, e) Develop community managed sanitation systems focusing on scientific Solid and Liquid Waste Management systems for overall cleanliness in the rural areas, and f) Create significant positive impact on gender and promote social inclusion by improving sanitation especially in marginalized communities (). The strategy for obtaining these objectives included augmenting the institutional capacity of districts to undertake behavior change at the grassroots level, strengthening the capacities of implementing agencies to roll out program components in a timely manner and to measure collective outcomes, and incentivizing the performance of state-level institutions to implement behavioral change activities in communities.

Because large portions of India’s population may continue to practice OD—up to 70% of the population in certain states—and lack access to basic or safely managed sanitation facilities, as established by the JMP and NFHS, it is important to evaluate the impact of SBM on OD and sanitation access in India (). This is the first study to conduct a systematic review of published literature assessing the impacts of SBM on OD practices. The objectives of this review were to 1) assess the impact of SBM on OD, 2) evaluate the barriers to eliminating OD, and 3) provide recommendations for future interventions to reduce or eliminate OD in India. These study findings may be used to inform future initiatives focused on reducing OD following government-wide sanitation hardware campaigns.

2 Methodology

2.1 Search strategy

A systematic review of published literature from PubMed, Scopus, and the Global Health database within EBSCO was conducted. Search terms were related to the Swachh Bharat Mission, open defecation, and states within India. Synonyms of these search terms in addition to other keywords were used. Initial searches including the Swachh Bharat Mission yielded few results; searches were modified to include Swachh Bharat Abhiyan, Clean India Mission, and Nirmal Bharat Abhiyan as well as keywords including by not limited to Rural, Urban, Toilet Construction, and Household Sanitation. A complete list of search terms is available in the Supplementary Table S1.

Database searches were limited to articles published in English in 2014 or later, and the final search was conducted on 8 June 2022. All studies were uploaded to Covidence, a systematic review production online tool, where duplicate studies were removed. Two reviewers screened the remaining studies by title and abstract for relevance. The final selection of studies occurred after a full text review of articles.

2.2 Document selection and eligibility criteria

Studies selected for inclusion must have assessed the impacts of the SBM on OD practices in India. Studies reporting on ending open defecation under other programs and campaigns were excluded. Studies reported in languages other than English were excluded. Commentaries, viewpoints, and other review articles were excluded from this review, as we sought to evaluate primary evidence of rates of OD in India. Study data were then extracted, which included study design, location, sample size, study description, data collection methods, and main findings such as impacts on OD or qualitative factors affecting latrine access and use.

2.3 Quality appraisal

Quality assessment was performed by one reviewer and involved describing the level of evidence (; ; ; ) and risk of bias (; ; ) that were then used to rate the overall certainty of the articles. Quality assessment results are provided in Table 2.

A level of evidence was assigned to studies based on the methodological quality of the article design and applicability. Levels were ranked as A, B, or C, with Level A being the highest level of evidence and Level C being the lowest level of evidence. Level A was reserved for randomized controlled trials (RCTs), as systematic reviews were excluded from this review (). Other types of peer-reviewed research such as cross-sectional studies were rated at Level B. Level C was assigned to formative research and pilot studies ().

The risk of bias was evaluated using the risk-of-bias tool (RoB 2) for RCTs (), and the Risk of Bias in Non-randomized Studies of Interventions (ROBINS-I) tool for other study types (). The RoB 2 analysis involved the evaluation of bias that arose from the randomization process, bias due to deviations from intended interventions, bias due to missing outcome data, bias in outcome measurements, and bias in selection of the reported results (). Domains in ROBINS-I that are not included in RoB 2 include bias due to confounding, selection bias, and bias in classification of interventions ().

Overall certainty ratings imply confidence that the true effects lie near the estimated effect determined in the study. Studies at Level A were initially given a high certainty, studies at Level B were rated intermediate, and studies at Level C were initially rated as low. Overall certainty was then either increased or decreased based on risk of bias estimates. Based on the information obtained through this review, recommendations for future interventions, modifications, and programs were provided.

3 Results

3.1 Study selection

We identified 237 documents from databases including Scopus, PubMed, and Global Health by Ebscohost. After screening for duplicates and excluding documents that did not meet our inclusion criteria, we reviewed the full texts of 53 studies for further assessment. Of these, we further excluded studies that did not describe and analyze primary data, documents that referenced identical data and findings, and documents in which the interventions to reduce OD were not a part of the SBM. In total, 22 of the total 237 documents were included in this review. Figure 1 presents a Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) diagram of the literature screening and article selection process.

FIGURE 1

3.2 Summary of findings

A detailed summary of the study findings, including study designs, locations, sample sizes, descriptions, data collection methods, and main findings, is shown in Table 1.

TABLE 1

CitationLocationSample sizeStudy designStudy descriptionData collection methodsMain findings: Impact on OD or factors affecting latrine use
1Odisha3,723 households in intervention group, 1916 households in control groupRCTHouseholds that received latrines by the SBM participated in community mobilization activities to engage the whole community to identify problems and increase latrine use among latrine-owning householdsSurveys to assess latrine use at baseline and endlineLatrine use increased by 6.4 percentage points among latrine-owning households in the intervention group. 80.5% of households used latrines at the end of the study
2Tamil Nadu and KarnatakaExpert interviews with 60 participantsCase studyAnalysis of the key barriers to sanitation planning in India following SBM implementationQualitative and quantitative methods: key informant interviews, participant observations, expert workshops, social network analysis, shit flow diagrams (SFDs), and policy and document analysesFactors identified as barriers for sanitation: inadequate planning capacities, lack of ownership of city sanitation plans among city governments, poor community involvement, absence of a uniform planning framework, unreliable political and financial support, overlapping jurisdictions, and scheme-based funding
3Bihar21 participants from 3 villagesFormative researchExploratory, open-ended discussions, in groups and one-on-one, on sanitation practices, attitudes towards OD, latrine ownership and use, and the reasons for non-adoption and/or non-use despite the financial assistance and social marketing effortsSurveys and focus group discussions4 of 21 participants (19%) owned a latrine. Participants were aware of the risks of OD but still practiced OD out of necessity. Key barriers to latrine access included lack of subsidies and perceptions of bias toward rural areas that reinforce governmental mistrust
4Mumbai8,417 public and community toilet blocksCross sectionalAssessment of toilet infrastructure for squatter settlements of megacity Mumbai, with the help of a data-centric analysis followed by field observationsField observations to calculate population per toilet seat available. Community surveys to estimate toilet useOf the 8,417 toilets assessed, 71%–99% were not in good condition. Toilet infrastructure alone cannot eliminate OD.
5Tamil Nadu275 householdsCross sectionalAssessment of knowledge, attitudes, and latrine use practices following SBM implementation in rural IndiaStructured questionnaire to collect information regarding the demographic characteristics, participants’ knowledge, attitudes, and practices towards sanitary latrines usage62.5% of households had latrines, and 33.1% practiced OD. 87.2% of households were unaware of the potential for disease spread due to OD.
6Rural Karnataka1945 participants from 120 villages with at least 30% latrine coverageRCTRisks, attitudes, norms, abilities, and self-regulation (RANAS) approach—a behavior-change intervention—to boost latrine use following implementation of the SBM.Qualitative interviews and village meetings to identify behavioral factors, visits and phone calls from community health promoters. Self-reported latrine use and spot check observations of latrinesLatrine use increased from 77% at baseline to 97% at endline. The RANAS behavior change approach may be effective in boosting latrine use following toilet construction
712 Indian states>10,000 householdsCost-benefit analysisCost-benefit study at national scale based upon the outcomes of implementation of the SBM.Comparison of monetized costs (household financial and time investments in building and maintaining toilets, and government’s investments on subsidies and campaign activities) to monetized benefits (reductions in medical costs and mortality associated with diarrheal diseases, productive time saved from fewer diarrhea cases and accessing outside defecation options, and increase in the property value of having a toilet)Under ODF scenarios (100% toilet coverage and usage), benefit-cost ratios are 1.7 (household financial perspective), 4.5 (household economic perspective) and 4.0 (societal perspective), which decrease under partial-ODF scenarios
8Urban Tripura100 participantsCross sectionalCommunity-based study to assess knowledge and practices regarding water, sanitation, hygiene, and waste disposal and the key components of SBM in an urban community and determine their associated factorsIndividual interviews and quantitative surveys86% of families had a latrine at home, and no families reported practicing OD. All families without a latrine at home reported the reason as its construction was under progress
94 Indian states17 government actorsFormative researchEmployed the framework of Behavior Centered Design (BCD) to understand how the Indian government implemented the SBM.Interviews with government officialsPolitical commitment to sanitation infrastructure led to psychological changes in district officials, which led to changed behavior for sanitation programming. SBM claims to have improved the coverage of toilets in rural India from 39% to over 95% of households between 2014 and mid-2019
10Madhya Pradesh622 urban householdsCross sectionalStudy to explore factors affecting household toilet ownership and use among the urban poorSurvey data from 13 low-income settlements combined with interviews, focus-group discussions, and transect walks in three cities in central India52.7% of households reported using an individual toilet, and 39.8% reported practicing OD. 70% were willing to pay for sanitation if they had money available
11Rajasthan20,485 householdsRepeated cross sectionalEvaluation of Rajasthan’s claims of ODF status under the SMB by measuring OD trends from 2016 to 2018Repeated cross sectional surveys of household water and sanitation measures. The primary outcome measure was regular OD among households with access to toilet facilitiesBetween October 2016 and July 2018 main OD practices in rural Rajasthan households decreased from 63.3% to 45.8%, and in urban households from 12.6% to 9.4%. Households with regular OD occurring despite access to a toilet made up 21.7% of rural and 12.1% of urban Rajasthan as of July 2018
12Kerala321 participantsCross sectionalStudy to assess the impact of SBM on sanitation in Kerala and to identify the factors associated with sanitation practices among residentsSemi-structured questionnaire, administered by face-to-face interview to the interviewer, which consisted of a sociodemographic part and a part measuring the awareness, practice, and impact of SBM.Among those who were aware of SBM, 66% reported that SBM had no impact on the overall sanitation of the community. The community overall already had good sanitation practices, and only one person reported practicing OD.
13OdishaVillage with 65 householdsCase studyA 2-year study in a tribal village to understand the reasons for the prevalence of OD in rural India. Human-Centered Design (HCD) incorporates the users’ preferences and perspectives into the development of solutionsResearch team members resided in the local community to gain an in-depth familiarity of community practices and collaboratively develop solutionsOut of the 65 households, 49 toilets were present, and only 7 households used them. Residents stopped using toilets because they were never instructed on maintenance and use
14Rural Punjab4,800 householdsRCTEvaluation of the SBM’s combination of behavior change campaigns, community-led total sanitation approach, and financial incentives for increasing latrine access and reducing OD.Household, community, and school level surveys to collect data on participants and project implementationCoverage of safely managed toilets among households without toilets increased by 6.8–10.4 percentage points across various intervention arms, compared with a control group. Open defecation was reduced by 7.3–7.8 percentage points
15Madhya Pradesh523 households from 5 villages (approximately 1,000 participants)Cross sectionalStudy of rural villages to determine the prevalence of OD as well as reasons behind the practice of OD.Trained social workers conducted interviews with adult family members from each household using structed questionnaires27.7% of study subjects opted for OD practices despite having a sanitary latrine at home. Out of those practicing OD, 76.5% opted due to their habits, 57% for comfort, followed by unawareness (36.4%) and lack of water (34%)
16West Bengal92 households from 7 villagesCross sectionalStudy to understand participants’ awareness of hygiene practices, to evaluate the socioeconomic status and health status of the area, and to determine the impact of OD and improper sanitation on human healthQuantitative and qualitative methods: household questionnaires, census reports, and geographic mapping to understand sanitation and hygiene practices as well as rates of disease17% of households had a toilet, and 85% of households practiced OD. Among households with a toilet, 12% still practiced OD. 20% of participants washed hands with soap after visting the toilet. 50% suffer from symptoms related to waterborne disease, such as diarrhea
17Uttar Pradesh384 households where toilet was not reported prior to SBM implementationFormative researchBehavior-change study to complement SBM efforts and to find the reasons for practicing OD from those households who are still practicing it. Educational lessons about benefits of cleanliness, benefits of using toilet instead of OD, details about government subsidiary to construct toilet, awareness about hygiene and sanitation, and pamphlets distributionSurveys to assess OD practices and associated factorsAfter SBM implementation, 8% of households did not have a toilet and practiced OD. Financial constraint, waiting for government assistance, spending majority of time away from home due to work, and habit to defecate outside were the major reasons for OD.
18Jharkhand41 adultsCase studyStudy to understand user perspectives on the essential attributes of managed shared sanitation facilities and what role these facilities can play in people’s livesSemi-structured, one-on-one interviews with individuals to understand their sanitation needs, past and present barriers to sanitation access, and their lived experiences defecating in the open and using shared facilitiesThe percentage of people defecating in the open decreased from 29% in 2015 to 15% in 2020, and the number of people using safely managed toilets rose from 36% in 2015 to 46% in 2020
19Bihar, Madhya Pradesh, Rajasthan, and Uttar Pradesh9,812 people (1,558 households from 120 villages)Cross sectionalAssessment of the impacts of the SBM on reducing OD in Indian statesRural Sanitation Survey in 2014 and 2018 to estimate household level OD before and after SBM implementationBetween 42% and 57% of rural people over 2 years of age defecate in the open. These findings contrast with government claims that open defecation has been entirely or largely eliminated. In the region as a whole, open defecation declined from approximately 70% of people over 2 years old in 2014, to approximately 44% of people over 2 years old in 2018
20Delhi, Uttar Pradesh, Mumbai, Rajasthan, Bihar, Jharkhand, and MaharashtraApproximately 1,000–3,000 individuals from each of the 7 statesFormative researchStudy to assess people’s awareness of the existence and purpose of the SBM.Mobile phone survey to measure opinions on a range of public policies in India, including awareness of the SBM’s goal of eliminating OD.No more than one-third of adults in any state were aware that the SBM intended to promote toilet and latrine use. While the SBM was very active in constructing latrines, the lack of awareness we find suggests that the SBM was less successful in raising the awareness required for large-scale behavior change in promoting latrine use
21Uttar Pradesh5 slumsCase studyStudy to assess whether the district of Ghaziabad in Uttar Pradesh is truly ODF following SBM implementation, and if not, the reasons behind itSurvey with questionnaire on toilet availability, water availability, and OD practicesThough government records show all households have a toilet, the survey revealed that toilet availability ranged from 33% to 100%, with an average of 92%. The reasons for lack of toilet availability were lack of funds for construction of toilets due to emergence of new households caused by the separation of joint families
22Rural IndiaAnalysis of National Family Health Survey (NFHS), which covers approximately 568,000 householdsCross sectionalStudy of patterns of rural open defecation using the NFHS-4, a large-scale nationally representative survey collected between January 2015 and November 2016Survey data from NFHS-4NFHS-4 underestimates individual-level OD and offers little evidence that the decline in OD in rural India has accelerated radically in recent years. Despite the high-profile efforts of the SBM, more than half of rural households report OD.

Summary of included studies’ location, sample size, design, data collection methods, and main findings relevant to the impact of the SBM on OD practices in India.

3.2.1 Geographic locations of included studies

Thirteen Indian states were represented across the literature. Six studies reported experiences from more than one state, region, or territory in India, so there is overlap among the locations in some studies. Most studies reported experiences from Uttar Pradesh (n = 4, 18%), Bihar (n = 3, 14%), Madhya Pradesh (n = 3, 14%), Rajasthan (n = 3, 14%), and Maharashtra (n = 3, 14%). The remaining studies were conducted in Odisha, Tamil Nadu, Karnataka, Jharkhand, Tripura, Kerala, West Bengal, and Punjab. Figure 2 shows a map highlighting the frequency of study locations.

FIGURE 2

3.2.2 Quality assessment of included studies

Of the 22 included studies, three (14%) were RCTs rated as Level A, as shown in Table 2. This review also included 10 cross-sectional studies (45%) that were rated as Level B. The remaining nine studies (41%) were formative research or case studies that were ranked as Level C.

TABLE 2

AuthorsStudy designSample sizeLevel1Risk of bias2Overall certainty rating3Impact on OD in India
1Randomized controlled trial3,723 households in intervention group, 1916 households in control groupALow (large sample; purposive sampling of participants; extent to which study participants are willing to provide truthful answers)High Certainty1 year after community mobilization, 19% of households had a completed latrine across the 50 villages, a marginal increase of 7 percentage points over baseline
2Case studyExpert interviews with 60 participantsCHigh (potential for inherent biases in data interpretation and collection)Low CertaintyQualitative only
3Formative research21 participants from 3 villagesCHigh (small sample size; purposive sampling of participants; extent to which study participants are willing to provide truthful answers)Low Certainty4 of 21 participants (19%) owned a latrine. Participants were aware of the risks of OD but still practiced OD out of necessity
4Cross sectional8,417 public and community toilet blocksBLow (large sample, standardized toilet condition assessments)Intermediate CertaintyOf the 8,417 toilets assessed, 71%–99% were not in good condition. Toilet infrastructure alone cannot eliminate OD.
5Cross sectional study275 householdsBIntermediate (extent to which questionnaire could have yielded truthful answers)Intermediate Certainty62.5% of households had latrines, and 33.1% practiced OD. 87.2% of households were unaware of the potential for disease spread due to OD.
6Randomized controlled trial1945 participants from 120 villages with at least 30% latrine coverageALow (large sample, intervention and control were subjected equally)High CertaintyLatrine use increased from 77% at baseline to 97% at endline. The RANAS behavior change approach may be effective in boosting latrine use following toilet construction
7Cost-benefit analysis>10,000 householdsCIntermediate (Assumes ODF status for some cost-benefit scenarios)Low CertaintyUnder ODF scenarios (100% toilet coverage and usage), benefit-cost ratios are 1.7 (household financial perspective), 4.5 (household economic perspective) and 4.0 (societal perspective), which decrease under partial-ODF scenarios
8Cross sectional100 participantsBIntermediate (extent to which study participants are willing to provide truthful answers)Intermediate Certainty86% of families had a latrine at home, and no families reported practicing OD. All families without a latrine at home reported the reason as its construction was under progress
9Formative research17 government actorsCHigh (small sample; extent to which study participants are willing to provide truthful answers)Low CertaintyQualitative only
10Cross sectional622 urban householdsBIntermediate (extent to which study participants are willing to provide truthful answers)Intermediate Certainty52.7% of households reported using an individual toilet, and 39.8% reported practicing OD. 70% were willing to pay for sanitation if they had money available
11Repeated cross sectional20,485 householdsBLow (large sample)High CertaintyBetween October 2016 and July 2018 main OD practices in rural Rajasthan households decreased from 63.3% to 45.8%, and in urban households from 12.6% to 9.4%. Households with regular OD occurring despite access to a toilet made up 21.7% of rural and 12.1% of urban Rajasthan as of July 2018
12Cross sectional321 participantsBIntermediate (extent to which study participants are willing to provide truthful answers)Intermediate CertaintyAmong those who were aware of SBM, 66% reported that SBM had no impact on the overall sanitation of the community. The community overall already had good sanitation practices, and only one person reported practicing OD.
13Case studyVillage with 65 householdsCHigh (singular village, extent to which study participants are willing to provide truthful answers)Low CertaintyOD is prevalent despite the majority of households owning toilets that were built in 2016, under Government of India’s Swachh Bharat Mission crusade, that was helping rural communities to become ODF by assisting them in building their own sanitation system
14Randomized controlled trial4,800 householdsALow (large sample, extent to which study participants are willing to provide truthful answers)High CertaintyCoverage of safely managed toilets among households without toilets increased by 6.8–10.4 percentage points across various intervention arms, compared with a control group. Open defecation was reduced by 7.3–7.8 percentage points
15Cross sectional523 households from 5 villages (approximately 1,000 participants)BIntermediate (extent to which study participants are willing to provide truthful answers)Intermediate Certainty27.7% of study subjects opted for OD practices despite having a sanitary latrine at home. Out of those practicing OD, 76.5% opted due to their habits, 57% for comfort, followed by unawareness (36.4%) and lack of water (34%). The present study concluded the prevalence of open defecation at 27.7%
16Cross sectional92 households from 7 villagesBIntermediate (extent to which study participants are willing to provide truthful answers)Intermediate Certainty17% of households had a toilet, and 85% of households practiced OD. Among households with a toilet, 12% still practiced OD.
17Formative research384 households where toilet was not reported prior to SBM implementationCIntermediate (extent to which study participants are willing to provide truthful answers)Low CertaintyThe family survey was initiated in the village in November 2014 where we found that of total 962 households, 384 (39.91%) did not have toilet and were practicing open defecation. Thus, in Bahadarpur village, out of 962 households, only 81 (8.41%) households do not have toilets and practice open defecation
18Case study41 adultsCHigh (small sample of two villages, extent to which study participants are willing to provide truthful answers)Low CertaintyThe percentage of people defecating in the open decreased from 29% in 2015 to 15% in 2020, and the number of people using safely managed toilets rose from 36% in 2015 to 46% in 2020
19Cross sectional9,812 people (1,558 households from 120 villages)BLow (large sample size; extent to which study participants are willing to provide truthful answers)High CertaintyBetween 42% and 57% of rural people over 2 years of age defecate in the open. These findings contrast with government claims that open defecation has been entirely or largely eliminated. In the region as a whole, open defecation declined from approximately 70% of people over 2 years old in 2014, to approximately 44% of people over 2 years old in 2018
20Formative researchApproximately 1,000–3,000 individuals from each of the 7 statesCIntermediate (extent to which study participants are willing to provide truthful answers)Low CertaintyQualitative only
21Case study5 slumsCIntermediate (extent to which study participants are willing to provide truthful answers)Low CertaintyThough government records show all households have a toilet, the survey revealed that toilet availability ranged from 33% to 100%, with an average of 92%
22Cross sectionalAnalysis of National Family Health Survey (NFHS), which covers approximately 568,000 householdsBLow (large sample; nationally representative)High CertaintyNFHS-4 underestimates individual-level OD and offers little evidence that the decline in OD in rural India has accelerated radically in recent years. Despite the high-profile efforts of the SBM, more than half of rural households report OD.

Quality assessment of studies included in this review of the effectiveness of the SBM in reducing OD practices in India.

1

Level A represents randomized controlled trials, Level B represents peer-reviewed research studies (cross-sectional studies, quasi-experimental studies, cohort studies), and Level C represents pilot studies or formative research.

2

Low risk of bias indicates no limitations that could compromise study findings. Intermediate risk of bias includes studies with minor limitations that would not compromise study findings. A high risk of bias indicates studies with several limitations that may compromise study findings.

3

Overall certainty ratings imply confidence that the true effect lies close to the estimated effect determined in the study. Studies at Level A were initially given a high certainty, studies at level B were rated intermediate, and studies at Level D were initially rated as low. Overall certainty was then moved either higher or lower based on risk of bias estimates.

According to the Cochrane guidelines, certain study limitations can increase the risk of bias and therefore decrease the overall certainty rating. A low risk of bias score implies confidence that there were no major or minor sources of bias that could have influenced results. An intermediate risk of bias indicates the presence of one major or several minor study limitations, and a high risk of bias indicates the presence of more than one crucial limitation that may seriously compromise the validity of study findings (; ; ).

Seven studies (23%) were scored a low risk of bias. Among these, three were RCTs that had large sample sizes with thousands of participants, randomization via random number generator or lotter, and little to no missing outcome data. , , , and conducted cross-sectional studies with large and/or nationally representative sample sizes and adjustments for potential confounders that led to their low risk of bias judgment.

Ten studies (45%) were scored an intermediate risk of bias, among which six were cross-sectional studies with questionnaires or interviews leading to uncertainty in the extent to which participants may be willing to provide truthful answers. The other four studies rated as intermediate risk of bias were formative research or case studies that had hundreds of participants but used purposive sampling techniques for particular populations of interest, leading to the potential for biases in data collection.

Five studies (23%) were scored a high risk of bias, all of which were formative research or case studies. This rating was due to small sample sizes, the use of convenience sampling, self-reported defecation practices, potential for courtesy bias, and the lack of follow-up.

3.2.3 Impacts of SBM on OD

Several studies found that government claims of improved toilet coverage and increases in ODF villages were overreported. While India’s Prime Minister declared the country ODF in 2019, assessments of toilet coverage following SBM implementation ranged from 19% in rural Bihar () to 92% in urban Uttar Pradesh (). India’s NFHS reported that 19% of India’s total population practiced OD in 2021 (). found that coverage of improved sanitation among households without toilets increased by 6.8–10.4 percentage points from 2014 to 2019, and open defecation reduced by 7.3 percentage points.

Among households that owned latrines, several studies found that latrine ownership did not necessarily indicate latrine use. found that among households in rural Madhya Pradesh, 27.7% of households with toilets at home practiced OD. showed that among households in Odisha, only 60.4% of those that received new latrines during the SBM used their latrines. found that among all public and community toilets in Mumbai,71%–99% were not in good condition, and toilet infrastructure is not directly correlated with reductions in OD. found modest reductions in OD in rural Rajasthan between 2016 and 2018, though rates of OD remained high–OD decreased from 63.3% to 45.8% among rural households with latrine access, and households regularly practicing OD despite 21.7% of rural Rajasthan and 12.1% of urban Rajasthan having access to a toilet.

Rates of OD also varied by urban and rural location. Studies conducted in urban locations found higher rates of latrine coverage and lower rates of OD than those conducted in rural areas (; ; ). Urban latrine coverage was found to be 86% and 92% in urban Tripura and urban Uttar Pradesh, respectively (; ). found that, from 2016 to 2018, main OD practices in rural Rajasthan households decreased from 63.3% to 45.8%, and in urban households from 12.6% to 9.4%.

3.2.4 Barriers to eliminating OD in India

conducted key informant interviews to identify barriers to latrine use, and found that unreliable financial support, inadequate planning capacities, and poor community involvement were major factors contributing to continued open defecation. also found affordability to be a key hurdle to sanitation program success, though 70% of participants expressed willingness to pay Rs.25-100 ($0.30–1.20 USD) monthly for connection to a networked sewer system. Kumar (2017) found that the current government subsidy of 12,000 rupees ($145 USD) per toilet limits the technologies available to each household, disallowing households from choosing better technology that best fits their local context.

conducted a cost-benefit analysis of the SBM based on inputs from household level surveys in which monetized costs (household financial and time investments in building and maintaining toilets, and government’s investments on subsidies and campaign activities) were compared to monetized benefits (reductions in medical costs and mortality associated with diarrheal diseases, productive time saved from fewer diarrhea cases and accessing outside defecation options, and increase in the property value of having a toilet). Under ODF scenarios, corresponding to 100% toilet coverage and usage, benefit-cost ratios were 1.7 (household financial perspective), 4.5 (household economic perspective) and 4.0 (societal perspective), which suggest that SBM was highly cost-beneficial when communities are free of OD.

surveyed rural households to explore perspectives on open defecation and latrine use, and the socio-economic and political reasons for these perspectives in rural Bihar and found that residents perceive a development bias against rural areas that reinforces governmental distrust. While a subsidy can help some households construct latrines, found that the amount of the subsidy and the manner of its disbursement are key to its usefulness.

identified structural barriers to sanitation access, including uncertain land rights, lack of space for a toilet, and inadequate water supply. Managed shared facilities could play an important role in helping eliminate OD while preventing adverse outcomes, though having a shared facility does not mean it is accessible. Participants noted having to travel far distances as a barrier to latrine use (). A lack of public participation and poor maintenance led to poor toilet conditions which led to a lack of use by individuals (; ). While studies showed modest increases in rates of toilet coverage following SBM implementation, toilets were often not appropriately used or maintained. showed that nearly all toilets in Mumbai were in poor condition.

found a lack of funds, a lack of interest in latrine construction, and a lack of knowledge about the potential for disease spread as barriers to latrine use. Continued OD may also be due to habit, personal comfort, spending most of the day at work away from home, or cultural beliefs that OD is a form of purity and strength, which is more common in rural areas (; ). However, Jain et al. refuted the prevalence of the notion that people open defecate by choice and instead stated that they found most participants vehemently opposed this notion and insisted that they do not wish to OD and instead OD out of necessity (2020).

3.2.5 Interventions for reducing OD following SBM implementation

Three studies conducted behavior-change interventions to boost latrine uptake following the SBM (; ; ). randomly assigned 66 latrine-owning villages to receive either no intervention (control group) or a behavioral intervention involving community meetings and activities, mothers’ meetings, household visits, and latrine repairs. conducted qualitative interviews and village meetings to identify barriers to reducing OD, as well as used community health promoter visits and phone calls to encourage latrine use. This demonstrates that while the SBM did provide services, there were more opportunities unaddressed to further encourage latrine usage and additional interventions had to bridge the gap.

After conducting their community mobilization and behavior-change campaign to increase latrine use over roughly 10 months, found that latrine use increased from 60.4% at baseline to 80.5% at endline. found that, after 2 years of intervention, latrine use increased from 77% to 97%.

suggested that time and cost constraints of the SBM prevented the intervention from addressing all known behavioral factors, notably water access and latrine design. For example, those with government-funded latrines are more likely to open defecate than those with privately constructed latrines due to the design features limited by cost such as smaller pit sizes. Both ; suggested that behavioral campaigns to increase latrine uptake and use should target change-resistant individuals, and behavioral interventions could complement future latrine use promotion in India.

performed in-depth interactions with community members over 2 years to understand the deeper issues associated with continued OD and developed a water filtration and distribution system to address the root cause of the community’s water and sanitation challenges. determined that longer commitment using a bottom-up participatory and user-centered approach was key in bringing about a higher social impact in reducing OD at the community level.

4 Discussion

Our systematic review sought to identify studies assessing the impact of SBM on OD, evaluate the successes and shortcomings of SBM in reducing OD and the reasoning behind it, and provide recommendations for future interventions to reduce or eliminate OD in India. We found evidence that government claims of India’s universal latrine coverage and ODF status were overrepresented, which may be due to the use of household-level data which assumes everyone in the household is using the latrine instead of individual-level data which considers that some members of the household may still be practicing open defecation in government monitoring efforts. There are many households in which some people use the latrine while others defecate in the open, which is especially true of government-provided latrines, which are more likely to be used by only some household members than privately constructed latrines (). We also found variation among studies in reported rates of OD and latrine coverage among Indian states, urban and rural locations, and socioeconomic levels. This suggests that a more robust monitoring system to assess OD at the individual level is needed to adequately assess ODF status.

Many studies found that OD remained prevalent despite SBM, with rates ranging from 15% in Jharkhand (), 30%–40% in Tamil Nadu and Madhya Pradesh (; ; ), to 44% in a multi-state study (). Some studies reported no or very little OD, though these had smaller sample sizes and used self-reported data during face-to-face interviews, which may be more susceptible to response bias (; ).

Poverty and lack of financial support were identified as key barriers to latrine construction. Government subsidies can help some households construct latrines, dependent on the amount of the subsidy and the method of disbursement, though the current government subsidy scheme is viewed as poor and inadequate (). The current government subsidy of 12,000 rupees ($145 USD) per toilet limits the technologies available to each household, disallowing households from choosing better technology that best fits their local context (Kumar, 2017). The financial aspects of government efforts to reduce OD need to be improved to encourage households to finance latrine construction.

Other barriers to latrine access and use were identified as poor community involvement in SBM implementation, governmental mistrust, and a lack of knowledge about the risks associated with OD. This suggests that, in addition to providing clean, accessible, and affordable sanitation facilities, sanitation programming should also focus on involving communities in implementation to rebuild trust and encourage latrine use. ; conducted community mobilization and behavior-change interventions in villages that received toilets from the SBM to boost latrine use. These interventions resulted in roughly 20 percentage point increases in latrine use, suggesting that targeted behavior-change techniques may be effective in increasing latrine use among households that already have latrines.

Additionally, behavior-change campaigns among government officials may be key to promoting sanitation coverage. ; found that high-level political support for sanitation programming, ambitious SDGs and disruptive leadership changed environments in districts, which led to mindset changes in district officials and contributed to changed behavior in support of the SBM. District officials also reported becoming emotionally involved in the program and felt pride at their achievement in ridding villages of OD (). Setting targets and monitoring them is important to hold district leaders accountable for results (). Rewarding and recognizing progress can encourage government leaders to continue the promoting sanitation programming.

conducted a cost-benefit analysis of the SBM based on cost-benefit model inputs of household-level surveys and found that the program was highly cost-beneficial when communities are free of OD. However, as several studies showed that government claims of improved toilet coverage or an increase in ODF villages were notably overreported, these benefits are likely overestimated.

Community incentives and penalties have been used to encourage proper sanitation practices with varying success. Monetary incentives can be used to encourage household latrine construction, and to repair and renovate nonfunctioning toilets (; ). Furthermore, latrine construction and proper sanitation practices were often accomplished through coercions. Villagers reported guards with sticks being posted to chase people away from common open defecation sites, and local officials often threatened people who did not build latrines (). It is unknown whether the gains accomplished through coercion will be sustainable.

Overall, preference for OD cannot be solely attributable to material or educational deprivation, as beliefs, values, and cultures also play an important role in people’s decisions to reject affordable latrines (). Many recommendations surrounding drivers of latrine construction focus on the household’s enabling environment, though sanitation research should emphasize the need to look beyond these household-level drivers to understand social-structural determinants of latrine uptake (). For example, when examining women’s preferences for latrines, a lack of water creates a hesitancy to build; women hesitate to build individual household latrines when sufficient water supply is unavailable because they are the ones who will be burdened with fetching more water from far taps ().

While water availability does affect the choice for open defecation, water availability is not the sole factor in determining OD practices, as OD still occurs in households that have access to water (). In one study, 34% of subjects who practiced OD listed lack of water as a reason (). In addition to improving infrastructure, providing educational, community-based services in conjunction with sanitation programming is necessary to encourage households to reduce OD as a sustainable, affordable, and culturally appropriate solution.

In order to meet SDG 6.2 — to achieve access to adequate and equitable sanitation and hygiene for all and end open defecation by 2030 — the United Nations suggests using the proportion of the population using safely managed sanitation services and a hand-washing facility with soap and water as indicators. SDG 6.3.1 also refers to increasing the proportion of domestic and industrial wastewater flows safely treated as an indicator of improving safely managed sanitation (). However, as indicated by the JMP, measures of waste containment, storage, and onsite treatment vary widely among countries and among data collection methods (). For example, in Canada, surveys to assess onsite treatment use “No problems last time pumped, maintained, or inspected” as a measure of containment, while in Nigeria, containment is measured in terms of “No leaks or overflow” (). For more accurate comparisons among countries, standardized definitions of waste containment, in addition to standard inspection techniques, are needed.

While this systematic review provided a comprehensive overview of the existing peer-reviewed literature on the effectiveness of the SBM in reducing OD and barriers to continued reductions in OD practices, a few limitations were noted. This review was limited by the literature databases to which we had access: PubMed, Scopus, and the EBSCO Global Health database. Searches of other databases, including those containing grey literature and government reports, could have provided a different perspective on OD practices in India. Included studies were also only written in English, and the article search did not include any Hindi journals or publications that could have further informed this systematic review. Additionally, only 13 of the 36 Indian states and territories were represented in the studies in this review. Future work should assess all Indian states and territories to understand the true impact of the SBM on OD practices.

5 Conclusion

While the SBM has improved access to latrines, this systematic review shows that India is yet to be completely ODF. Government reports overestimate the SBM’s progress in eliminating OD, and there are substantive gaps in the literature that are not inclusive of all states in India. The studies included in this review show a lack of sanitation planning, adequate financial support, and awareness as major barriers to latrine use and eliminating OD.

Poor community involvement in SBM implementation, governmental mistrust, and a lack of knowledge about the risks associated with OD were additional barriers associated with higher rates of OD. This suggests that, in addition to providing clean, accessible, and affordable sanitation facilities, sanitation programming should also focus on involving communities in implementation to rebuild trust and encourage latrine use. A lack of public participation and poor maintenance led to poor toilet conditions, which in turn led to a lack of use by individuals. While studies showed modest increases in rates of toilet coverage following SBM implementation, toilets were often not appropriately used or maintained.

Behavior-change interventions among communities and government officials may be key to promoting both latrine coverage and use in India. High-level political support for sanitation programming, ambitious SDGs and disruptive leadership changed environments in districts, which led to mindset changes in district officials and contributed to changed behavior in support of the SBM. Setting targets and monitoring them is important to hold district leaders accountable for results. However, for more accurate comparisons among countries to achieve the SDGs, standardized definitions of waste containment, in addition to standard inspection techniques, are needed.

There is a need for research that looks beyond household-level drivers to understand the social-structural determinants of latrine uptake and long-term successful engagement with communities. Overarching strategies and approaches that have worked well across studies include high involvement of district leadership, pivotal role played by local government members and community motivators, innovative promotional methods and local campaigns, and the use of community incentives. In addition to improving infrastructure, providing educational, community-based services in conjunction with sanitation programming is necessary to encourage households to reduce OD as a sustainable, affordable, and culturally appropriate solution.

Statements

Data availability statement

The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.

Author contributions

AV: Conceptualization; Methodology; Formal Analysis; Investigation; Writing-original draft preparation; Visualization. LS: Conceptualization; Methodology; Formal Analysis; Investigation; Writing-original draft preparation; Visualization. RB: Formal Analysis; Investigation; Writing-Review and Editing; Visualization. SL: Formal Analysis; Investigation; Writing-Review and Editing; Visualization. AS: Investigation; Resources; Writing-Review and Editing; Supervision. MM: Conceptualization; Methodology; Formal Analysis; Investigation; Resources; Writing-Review and Editing; Visualization and Supervision. All authors read and approved the final manuscript.

Funding

This work was supported and funded by the Water Institute at the University of North Carolina.

Acknowledgments

We are grateful to Carrie Baldwin-SoRelle at the Health Sciences Library at the University of North Carolina, Chapel Hill, for assistance in selecting search terms and electronic databases and in finding the full text of articles.

Conflict of interest

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Publisher’s note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Supplementary material

The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fenvs.2023.1141825/full#supplementary-material

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Summary

Keywords

open defecation, Swachh Bharat Mission, water, sanitation, and hygiene (WASH), India, sanitation interventions, open defecation-free

Citation

VerKuilen A, Sprouse L, Beardsley R, Lebu S, Salzberg A and Manga M (2023) Effectiveness of the Swachh Bharat Mission and barriers to ending open defecation in India: a systematic review. Front. Environ. Sci. 11:1141825. doi: 10.3389/fenvs.2023.1141825

Received

10 January 2023

Accepted

19 April 2023

Published

09 May 2023

Volume

11 - 2023

Edited by

Kangning Xu, Beijing Forestry University, China

Reviewed by

Nidhi Nagabhatla, The United Nations University Institute on Comparative Regional Integration Studies (UNU-CRIS), Belgium

Meifang Li, Central South University Forestry and Technology, China

Min Jiang, Jiangsu University of Technology, China

Updates

Copyright

*Correspondence: Musa Manga, ,

† These authors contributed equally to this work and share first authorship

Disclaimer

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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