Assessment of Blood Lead Level of School Children in 10 Cities of India: A Cross-Sectional Study.

OBJECTIVES: To assess the blood lead level (BLL) of school children in 10 cities of India. METHODS: This multi-centric cross-sectional study enrolled participants from randomly selected schools. Data on demographic details, socioeconomic status (SES) and anthropometric indicators was collected. Samples were collected for assessment of lead level in blood. Inductively coupled plasma-optical emission spectrometry technique was used to assess BLL. RESULTS: From April 2019 through February 2020, 2247 participants were recruited from sixty schools (62.6% government schools) with equal gender distribution. The overall median (interquartile range) BLL was 8.8 (4.8, 16.4) µg/dl. The highest median (interquartile range) BLL was in Manipal 30.6 (23.0, 46.7) and lowest in Dibrugarh 4.8 (3.2, 7.0). Overall, 82.5% of participants had BLL above ≤4 µg/dl. Significant negative correlation was observed between BLL and SES (correlation= -0.24, p <0.001), anthropometric indicators (correlation= -0.11, p <0.001), hemoglobin level (correlation= -0.045, p = 0.03) and multivariate regression model showed association with gender, SES and anthropometric indicators. CONCLUSIONS: BLL are elevated in urban school going children and there is intercity variation. Hence, urgent focus is needed to reduce exposure to lead in India.

Assessment of interleukin 1 receptor antagonist (IL-1RA) levels in children with and without community acquired pneumonia: a hospital based case-control study.

The primary objective was to compare serum interleukin-1 receptor antagonist (IL-1RA) levels in cases of community acquired pneumonia (CAP) and healthy age-gender-matched controls. The secondary objective was to compare serum IL-1RA levels in cases which were positive or negative for Streptococcus pneumoniae in the blood by real-time-polymerase chain reaction (RT-PCR). Hospitalized children with World Health Organization defined CAP, aged 2-59 months, were included as cases. Healthy controls were recruited from the immunization clinic of the hospital. Enzyme-linked immunosorbent assay (ELISA) test was used to detect serum IL-1RA levels. Identification of S.pneumoniae in blood was done by RT-PCR. From October 2019 to October 2021, 330 cases (123, 37.27% female) and 330 controls (151, 45.75% females) were recruited. Mean serum IL-1RA levels (ng/ml) were 1.36 ± 0.95 in cases and 0.25 ± 0.25 in controls (p < 0.001). Within cases, serum IL-1RA levels were significantly higher in those whose RT-PCR was positive for S.pneumoniae. Thus serum IL-1RA levels may be evaluated as a surrogate marker of S.pneumoniae in future studies.

The main purpose of the study was to compare the levels of a protein in the blood that is part of the immune system, called interleukin-1 receptor antagonist (IL-1RA) which binds to the same site in the body as an antibody does when it is fighting certain diseases, like pneumonia. We then compared the levels of this protein, IL-1RA, in hospitalized cases of community acquired pneumonia (CAP), caused from exposure to germs in the community, rather than obtained or contracted in a hospital, to that found in healthy people or 'controls' recruited from an immunization clinic. Cases and controls were matched for age and gender. The secondary objective of our study was to compare the level of IL-1RA protein in the blood in cases that were positive for the bacteria Streptococcus pneumoniae measured in the blood by a molecular test called real-time-polymerase chain reaction which can detect a very small amounts of a protein that is uniquely found in the S.pneumoniae bacteria that causes CAP. This case­control study was conducted in a large teaching institution that receives referrals from the other hospitals in northern India. It was found that serum IL-1RA levels were raised in cases of CAP, especially those which were possibly due to S.pneumoniae.

Cost of treating sick young infants (0-59 days) with Possible Serious Bacterial Infection in resource-constrained outpatient primary care facilities: An insight from implementation research in two districts of Haryana and Uttar Pradesh (India).

Background: Information on the average and incremental costs of implementing alternative strategies for treating young infants 0-59 days old in primary health facilities with signs of possible serious bacterial infection (PSBI) when a referral is not feasible is limited but valuable for policymakers. Methods: Direct activity costs were calculated for outpatient treatment of PSBI and pneumonia in two districts of India: Palwal, Haryana and Lucknow, Uttar Pradesh. These included costs of staff time and consumables for initial assessment, classification, and referrals; recommended treatment of fast breathing (oral amoxicillin for seven days) and PSBI (injection gentamicin and oral amoxicillin for seven days); and daily assessments. Indirect operational costs included staff training; staff time cost for general management, supervision, and coordination; referral transport; and communication. Results: The average cost per young infant treated for recommended and acceptable treatment for PSBI was 16 US dollars (US$) (95% CI = US$15.4-16.3) in 2018-19 and US$18.5 in 2022 (adjusted for inflation) when all direct and indirect operational costs were considered. The average cost of recommended treatment for pneumonia was US$10.1 (95% CI = US$9.7-10.6) or US$11.7 in 2022, per treated young infant. The incremental cost 2018-2019 for supplies, medicines, and operations (excluding staff time costs) per infant treated for PSBI was US$6.1 and US$4.3 and for pneumonia was US$3.5 and US$2.2 in Palwal and Lucknow, respectively. Operation and administrative costs were 25% in Palwal and 12% in Lucknow of the total PSBI treatment costs. The average cost per live birth for treating PSBI in each population was US$5 in Palwal and US$3 in Lucknow. Higher operation costs for social mobilisation activities in Palwal led to the empowerment of families and timely care-seeking. Conclusions: Costs of treatment of PSBI with the recommended regimen in an outpatient setting, when a referral is not feasible, are under US$20 per treated child and must be budgeted to reduce deaths from neonatal sepsis. The investment must be made in activities that lead to successful identification, prompt care seeking, timely initiation of treatment and follow-up.

Derivation and validation of a novel risk assessment tool to identify children aged 2-59 months at risk of hospitalised pneumonia-related mortality in 20 countries.

INTRODUCTION: Existing risk assessment tools to identify children at risk of hospitalised pneumonia-related mortality have shown suboptimal discriminatory value during external validation. Our objective was to derive and validate a novel risk assessment tool to identify children aged 2-59 months at risk of hospitalised pneumonia-related mortality across various settings. METHODS: We used primary, baseline, patient-level data from 11 studies, including children evaluated for pneumonia in 20 low-income and middle-income countries. Patients with complete data were included in a logistic regression model to assess the association of candidate variables with the outcome hospitalised pneumonia-related mortality. Adjusted log coefficients were calculated for each candidate variable and assigned weighted points to derive the Pneumonia Research Partnership to Assess WHO Recommendations (PREPARE) risk assessment tool. We used bootstrapped selection with 200 repetitions to internally validate the PREPARE risk assessment tool. RESULTS: A total of 27 388 children were included in the analysis (mean age 14.0 months, pneumonia-related case fatality ratio 3.1%). The PREPARE risk assessment tool included patient age, sex, weight-for-age z-score, body temperature, respiratory rate, unconsciousness or decreased level of consciousness, convulsions, cyanosis and hypoxaemia at baseline. The PREPARE risk assessment tool had good discriminatory value when internally validated (area under the curve 0.83, 95% CI 0.81 to 0.84). CONCLUSIONS: The PREPARE risk assessment tool had good discriminatory ability for identifying children at risk of hospitalised pneumonia-related mortality in a large, geographically diverse dataset. After external validation, this tool may be implemented in various settings to identify children at risk of hospitalised pneumonia-related mortality.

A Mutagenic Primer Assay for Genotyping of the CRHR1 Gene Rare Variant rs1876828 (A/G) in Asians: A Cost-Effective SNP Typing.

BACKGROUND: Today, the genetic and genomic research entered in a new era of high-throughput genotyping technology. However, mutagenic polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) is still a choice of genotyping method in molecular epidemiological research. It has been extensively used for the detection of risk alleles, if the target SNP has no natural discriminating restriction site. We undertook this study to develop a mutagenic primer assay for a CRHR1 rare gene variant: rs1876828 (A/G) and to determine their allele frequency in north Indian children. METHODS: The mutagenic primers were designed and assay conditions were optimized to perform mutagenic PCR-RFLP in 550 subjects. The efficiency of assay and results were validated by sequencing. RESULTS: This study demonstrated that the mutagenic primer assay is feasible and applicable to discriminate CRHR1 gene rare variant rs1876828 (A/G) and the "frequency of allele "G" was 100% in north Indian asthmatics as well as normal subjects. CONCLUSION: This method can be used for both large- and small-scale study of complex genetic, where CRHR1 gene plays the pivotal roles.

Assessment of the acceptance and effectiveness of peer-assisted learning in pediatrics.

BACKGROUND: Peer-assisted learning (PAL) is the development of knowledge and skill through active help and support of equals. However, this has not been tested in medical education in India. OBJECTIVES: To assess the effectiveness of PAL on improvement in cognitive assessment scores and its acceptance among undergraduate medical students in one public teaching medical university in North India. METHODOLOGY: After approval from the Institutional Ethics Committee, three PAL sessions, 1 per week, each on specific topic, were conducted using small group discussion methodology with a faculty contact and student leader and 4-6 peer-learners, in 9(th) semester MBBS students. A pretest with multiple choice questions (MCQs) was followed by distribution of learning objectives and list of resource material. PAL session was conducted after 72 h, followed by posttest by MCQs and then focus group discussion (FGD) on students' experiences. RESULTS: Of the 26 students enrolled, three PAL sessions was completed by 22 (84.6%) students. The correlation coefficient between pre- and post-test scores was 0.48 (P < 0.0001), with a 24.2% improvement in posttest scores. In the nine FGDs most said that PALs helped in the better preparation of the topic, clarifying doubts, lessened examination anxiety, improved communication skills, and increased self-confidence. CONCLUSION: PAL was well accepted, and it improved assessment scores. Therefore, it can be adopted for teaching selected topics across all subjects of MBBS course.

Can we distinguish pneumonia from wheezy diseases in tachypnoeic children under low-resource conditions? A prospective observational study in four Indian hospitals.

BACKGROUND: Acute respiratory infections are the commonest cause of mortality and morbidity in children worldwide. A quarter of all deaths occur in India alone. In order to reduce this disease burden, there is a need for better diagnostic criteria, particularly ones allowing early detection of high-risk children. METHODS: We enrolled 516 under 5 year olds, in four Indian hospitals, who met WHO age-dependent tachypnoea criteria for pneumonia at presentation. Patients underwent a protocolised examination assessing 29 items, including history, examination, O2 saturation, plus scores for chest X-ray, auscultation and conscious level. Treatment was determined by the emergency room (ER) physician. All children were reviewed at day 4 by a paediatrician and placed into four diagnostic categories: pneumonia, wheezy disease, mixed and non-respiratory. RESULTS: The majority had wheezy diseases (42.8%). The remainder had pneumonia (35.9%), mixed disease (18.6%) and non-respiratory (2.7%). Best diagnostic predictors for wheezy disease were (auscultation/previous similar episodes) and for pneumonia (auscultation/CXR score). Mortality was 1.6%. Best disease severity predictors were conscious level, weight/age z score and respiratory/pulse rates. INTERPRETATION: Current tachypnoea-based algorithms significantly overdiagnose pneumonia in children and underdiagnose wheezy diseases. Diagnostic accuracy can be improved by various combinations of clinical variables, but the best single diagnostic predictor is auscultation. Simple criteria can also be defined that reliably detect which tachypnoeic children are at high risk of death or deterioration. Management plans based on these protocols could reduce unnecessary antibiotic use, improve the management of wheezy diseases and reduce mortality by earlier identification of high-risk children.

Quality of care as a determinant of health-related quality of life in ill-hospitalized adolescents at a tertiary care hospital in North India.

OBJECTIVE: To evaluate if quality of care (QoC) provided by hospital is a determinant of ill-hospitalized adolescent's health-related quality of life (HRQoL) from parent's perspective. DESIGN: Prospective cross-sectional study conducted at a tertiary care hospital of Northern India after institutional ethical approval. SETTING: Hospital in pediatric department of a tertiary care, teaching medical University in Lucknow, northern India. PARTICIPANTS: Sick adolescents aged between 10 and 19 years and hospitalized for four categories of illnesses, namely, acute infective; chronic infective, non-hemopoetic; hemopoetic disorders and miscellaneous. INTERVENTION: QOC assessment was done using 'Pyramid instrument' and HRQoL by culturally modified WHOQOL-BREF (World Health Organization Quality of Life-BREF). The Pyramid instrument comprises 43 questions to collect information about awareness of eight indices: namely illness, routines, accessibility, medical treatment, care processes, staff attitude, participation and staff work environment and scored on 1-4 Likert scale. WHOQOL-BREF has four domains: physical, psychological, social relations and environment and scored on 1-5 Likert scale. RESULTS: From January 2008 to December 2008, 300 adolescents with a mean age of 12.5 ± 2.6 years and 61.3% males were included. The pyramid instrument showed a substantial internal consistency (α = 0.88, P-value < 0.0001). The mean QoC was highest for medical treatment (0.76 ± 0.13) and lowest for participation (0.54 ± 0.16). The mean parent's report of child's HRQoL was highest for physical (42.8 ± 7.4) and lowest for environment domain (37.2 ± 7.1). Four QoC indices namely, medical treatment, care processes, staff attitude and participation had significant associations with the mean HRQoL. In a hierarchical linear regression, staff attitude was the only significant determinant of HRQoL (ß coefficient: 23.16, 95% confidence interval: 15.8-30.5, P-value < 0.0001). CONCLUSION: The Pyramid instrument is a reliable instrument for assessing parent's perception of QoC provided to hospitalized adolescents in Indian context. QoC was positively associated with HRQoL, thus, an increased focus on QoC especially staff attitude is likely to enhance adolescent's overall HRQoL.

Impact of community-based behaviour-change management on perceived neonatal morbidity: a cluster-randomized controlled trial in Shivgarh, Uttar Pradesh, India.

In the context of high neonatal mortality rate (NMR) in developing country settings, a promising strategy for enhancing newborn health is promotion of preventive newborn care practices. We measured the effect of a behaviour-change intervention on perceived neonatal illnesses in rural Uttar Pradesh, India. The study was nested in a cluster-randomized controlled trial of the impact of a package of essential newborn care on NMR. We prospectively enrolled 802 mothers and administered a questionnaire on perceived neonatal morbidities. Regression analysis showed that newborns in the intervention clusters had significantly lower risk of perceived diarrhoea [adjusted relative risk (aRR) 0.67, 95% confidence interval (CI) 0.49-0.90] and skin-related complications [aRR 0.67, 95% CI 0.45-1.00] compared to newborns in the comparison area. Assuming incidence of perceived illnesses is a proxy for actual morbidity rates, we conclude that promotion of preventive care practices through behaviour-change interventions was effective in reducing neonatal morbidities.

Gender inequity and age-appropriate immunization coverage in India from 1992 to 2006.

BACKGROUND: A variety of studies have considered the affects of India's son preference on gender differences in child mortality, sex ratio at birth, and access to health services. Less research has focused on the affects of son preference on gender inequities in immunization coverage and how this may have varied with time, and across regions and with sibling compositions. We present a systematic examination of trends in immunization coverage in India, with a focus on inequities in coverage by gender, birth order, year of birth, and state. METHODS: We analyzed data from three consecutive rounds of the Indian National Family Health Survey undertaken between 1992 and 2006. All children below five years of age with complete immunization histories were included in the analysis. Age-appropriate immunization coverage was determined for the following antigens: bacille Calmette-Guérin (BCG), oral polio (OPV), diphtheria, pertussis (whooping cough) and tetanus (DPT), and measles. RESULTS: Immunization coverage in India has increased since the early 1990s, but complete, age-appropriate coverage is still under 50% nationally. Girls were found to have significantly lower immunization coverage (p<0.001) than boys for BCG, DPT, and measles across all three surveys. By contrast, improved coverage of OPV suggests a narrowing of the gender differences in recent years. Girls with a surviving older sister were less likely to be immunized compared to boys, and a large proportion of all children were found to be immunized considerably later than recommended. CONCLUSIONS: Gender inequities in immunization coverage are prevalent in India. The low immunization coverage, the late immunization trends and the gender differences in coverage identified in our study suggest that risks of child mortality, especially for girls at higher birth orders, need to be addressed both socially and programmatically. ABSTRACT IN HINDI : See the full article online for a translation of this abstract in Hindi.

Neonatal health program management in a resource-constrained setting in rural Uttar Pradesh, India.

This analysis identifies salient features of team management that were critical to the efficiency of program implementation and the effectiveness of behavior change management to promote essential newborn care practices in Uttar Pradesh, India. In May 2003, the Johns Hopkins Bloomberg School of Public Health and King George Medical University initiated a cluster-randomized, controlled neonatal health research program. In less than 2 years, the trial demonstrated rapid adoption of several evidence-based newborn care practices and a substantial reduction in neonatal mortality in intervention clusters. Existing literature involving research program management in resource-constrained areas of developing countries is limited and fails to provide models for team organization and empowerment. The neonatal research project examined in this paper developed a unique management strategy that provides an effective blueprint for future projects. Transferable learning points from the project include emphasizing a common vision, utilizing a live-in field site office, prioritizing character and potential in the hiring process, implementing a learning-by-doing training program, creating tiers of staff recognition, encouraging staff autonomy, ensuring a broad staff knowledge base to seamlessly handle absences, and maintaining the flexibility to change partnerships or strategies.

Client satisfaction with immunization services in urban slums of Lucknow district.

OBJECTIVE: To assess the satisfaction of parents with the immunization services and its association with their sociodemographic characteristics. METHODS: The study was a part of the coverage evaluation survey conducted using the WHO 30 cluster sampling methodology in the Urban slums of Lucknow district, north India. Analysis for a total of 388 respondents of completely or partially immunized children, was done to assess the level of satisfaction and its determinants. RESULTS: The overall satisfaction was more than 90% in the respondents of both the categories of the children, however the difference between the satisfaction rates was found to be significant. Also the satisfaction with accessibility (p<0.04) and information given by the health worker (p<0.00) differed significantly between completely and partially immunized. Most of the sociodemographic factors were not found to have a significant association with the satisfaction related to different parameters of the immunization services. CONCLUSION: The dissatisfaction regarding the various aspects of immunization services emphasizes the imperative need to take urgent intervention, for the achievement of goal of universal immunization.

Care-seeking behavior and out-of-pocket expenditure for sick newborns among urban poor in Lucknow, northern India: a prospective follow-up study.

BACKGROUND: The state of Uttar Pradesh, India accounts for one-quarter of India's neonatal deaths and 8 percent of those worldwide. More than half (52%) of these deaths occur due to infections. In order to achieve Millennium Development Goal-4 of reducing child mortality by two-thirds by the year 2015, it is important to study factors which affect neonatal health. In Uttar Pradesh there is meager data for spending on health care in general and neonates in particular. METHODS: The study was conducted at an urban Reproductive and Child Health (RCH) center and a District hospital. Neonates were enrolled within 48 hours of birth and were followed-up once at 6 weeks +/- 15 days at the OPD of the respective hospitals or at home. This study assessed (1) distribution of neonatal illnesses and different health providers sought (2) distribution of out-of-pocket expenditures by type of illness and type of health provider sought (3) socio-economic distribution of neonatal illnesses, care-seeking behavior and out-of-pocket expenditures. Per-protocol analysis was performed. RESULTS: Five hundred and ten neonates were enrolled and 481(94.4%) were followed-up. Parents of 50.3% (242/481) neonates reported at least one symptom of illness. Of these 22.3% (107/481) neonates had illnesses with at least one reported Integrated Management of Neonatal and Childhood Illnesses (IMNCI) danger sign. Among IMNCI illnesses, point prevalence of septicemia was 6.2% and pneumonia was 5.2% while among non-IMNCI illnesses point prevalence of upper respiratory infection was 9.5%, and diarrhea was 7%. Community based non-government dispensers (NGDs) were leading health providers (37.6%). Mean monthly income of families was 2804 Indian Rupees (INR) (range: 800 to 14000; n = 510), where US$ 1 = 42 INR. Mean out-of-pocket expenditure on neonatal illness was 547.5 INR (range: 1 to 15000; n = 202) and mean out-of-pocket expenditure for hospitalization was 4993 INR (range: 41 to 15000; n = 17). All hospitalizations were for IMNCI illnesses. Neonates from lower income strata were less likely to receive any medical care (p < 0.0001) and were also less likely to be seen by a Government provider (p = 0.03). CONCLUSION: Since more than half of the neonates have morbidity and out-of-pocket expenditure on neonatal illnesses often exceeds the family income of the lower strata of the low income group in the community, there is a need to either introduce health insurance scheme or subsidize health care for them. Also, since NGDs, half of which could be unqualified are leading health providers, qualified medical care-seeking for sick newborns should be promoted in urban Lucknow.

Gender differences in perception and care-seeking for illness of newborns in rural Uttar Pradesh, India.

Although gender-based health disparities are prevalent in India, very little data are available on care-seeking patterns for newborns. In total, 255 mothers were prospectively interviewed about their perceptions and action surrounding the health of their newborns in rural Uttar Pradesh, India. Perception of illness was significantly lower in incidence (adjusted odds ratio=0.56, 95% confidence interval 0.33-0.94) among households with female versus male newborns. While the overall use of healthcare providers was similar across gender, the average expenditure for healthcare during the neonatal period was nearly four-fold higher in households with males (Rs 243.3 +/- 537.2) compared to females (Rs 65.7 +/- 100.7) (p=0.07). Households with female newborns used cheaper public care providers whereas those with males preferred to use private unqualified providers perceived to deliver more satisfactory care. These results suggest that, during the neonatal period, care-seeking for girls is neglected compared to boys, laying a foundation for programmes and further research to address gender differences in neonatal health in India.

Neonatal morbidity and care-seeking behavior in urban Lucknow.

We conducted this study to assess the neonatal morbidity and care-seeking behavior amongst slum and non-slum dwellers at Lucknow. One hundred and fifty neonates were recruited within 48 hours of birth from an urban Reproductive and Child Health center and followed up at 6 weeks +/- 15 days at home. Twenty five (16.6%) were lost to follow-up. Among those followed up, 46.4% (58/125) developed one or more morbidity; 26% (15/58) of these did not receive qualified medical care. Neonatal morbidity was 56.8% (33/58) among slum dwellers and 37.3% (25/67) among non-slum dwellers (absolute difference=19.5%, 95% CI=3.3 to 34.7; P=0.04). Severe neonatal illnesses were also significantly higher among neonates from slums as compared to those from non-slum areas (OR=4.50, 95% CI=1.28 to 16.38, P=0.007). Male gender was associated with any care-seeking (OR=1.24, 95% CI =1.24 to 91.99; P=0.03) and was more likely to be seen by a qualified provider (OR=3.8, 95% CI=1.05 to 13.94; P=0.04). Since nearly half of the neonates had morbidity and more than a quarter of them did not receive qualified medical care, there is a need to introduce Community Integrated Management of Neonatal and Childhood Illnesses (IMNCI) program here, emphasizing on the importance of qualified medical care for ill neonates, including females.

Prioritising between direct observation of therapy and case-finding interventions for tuberculosis: use of population impact measures.

BACKGROUND: Population impact measures (PIMs) have been developed as tools to help policy-makers with locally relevant decisions over health risks and benefits. This involves estimating and prioritizing potential benefits of interventions in specific populations. Using tuberculosis (TB) in India as an example, we examined the population impact of two interventions: direct observation of therapy and increasing case-finding. METHODS: PIMs were calculated using published literature and national data for India, and applied to a notional population of 100,000 people. Data included the incidence or prevalence of smear-positive TB and the relative risk reduction from increasing case finding and the use of direct observation of therapy (applied to the baseline risks over the next year), and the incremental proportion of the population eligible for the proposed interventions. RESULTS: In a population of 100,000 people in India, the directly observed component of the Directly Observed Treatment, Short-course (DOTS) programme may prevent 0.188 deaths from TB in the next year compared with 1.79 deaths by increasing TB case finding. The costs of direct observation are (in international dollars) 5960 I dollars and of case finding are 4839 I dollars or 31702 I dollars and 2703 I dollars per life saved respectively. CONCLUSION: Increasing case-finding for TB will save nearly 10 times more lives than will the use of the directly observed component of DOTS in India, at a smaller cost per life saved. The demonstration of the population impact, using simple and explicit numbers, may be of value to policy-makers as they prioritize interventions for their populations.

Intra-class correlation estimates for assessment of vitamin A intake in children.

In many community-based surveys, multi-level sampling is inherent in the design. In the design of these studies, especially to calculate the appropriate sample size, investigators need good estimates of intra-class correlation coefficient (ICC), along with the cluster size, to adjust for variation inflation due to clustering at each level. The present study used data on the assessment of clinical vitamin A deficiency and intake of vitamin A-rich food in children in a district in India. For the survey, 16 households were sampled from 200 villages nested within eight randomly-selected blocks of the district. ICCs and components of variances were estimated from a three-level hierarchical random effects analysis of variance model. Estimates of ICCs and variance components were obtained at village and block levels. Between-cluster variation was evident at each level of clustering. In these estimates, ICCs were inversely related to cluster size, but the design effect could be substantial for large clusters. At the block level, most ICC estimates were below 0.07. At the village level, many ICC estimates ranged from 0.014 to 0.45. These estimates may provide useful information for the design of epidemiological studies in which the sampled (or allocated) units range in size from households to large administrative zones.