Epidemiological methods in diarrhoea studies—an update

Background Diarrhoea remains a leading cause of morbidity and mortality but is difficult to measure in epidemiological studies. Challenges include the diagnosis based on self-reported symptoms, the logistical burden of intensive surveillance and the variability of diarrhoea in space, time and person. Methods We review current practices in sampling procedures to measure diarrhoea, and provide guidance for diarrhoea measurement across a range of study goals. Using 14 available data sets, we estimated typical design effects for clustering at household and village/neighbourhood level, and measured the impact of adjusting for baseline variables on the precision of intervention effect estimates. Results Incidence is the preferred outcome measure in aetiological studies, health services research and vaccine trials. Repeated prevalence measurements (longitudinal prevalence) are appropriate in high-mortality settings where malnutrition is common, although many repeat measures are rarely useful. Period prevalence is an inadequate outcome if an intervention affects illness duration. Adjusting point estimates for age or diarrhoea at baseline in randomized trials has little effect on the precision of estimates. Design effects in trials randomized at household level are usually <2 (range 1.0–3.2). Design effects for larger clusters (e.g. villages or neighbourhoods) vary greatly among different settings and study designs (range 0.1–25.8). Conclusions Using appropriate sampling strategies and outcome measures can improve the efficiency, validity and comparability of diarrhoea studies. Allocating large clusters in cluster randomized trials is compromized by unpredictable design effects and should be carried out only if the research question requires it.

[1]  Michèle Prévost,et al.  A prospective epidemiological study of gastrointestinal health effects due to the consumption of drinking water , 1997 .

[2]  P. Kamaraj,et al.  Influence of recall period on estimates of diarrhoea morbidity in infants in rural Tamilnadu. , 1999, Indian journal of public health.

[3]  R. Hayes,et al.  Simple sample size calculation for cluster-randomized trials. , 1999, International journal of epidemiology.

[4]  Setting Priorities in Diarrhoeal Disease Research: Merits and Pitfalls of Expert Opinion , 2009, Journal of health, population, and nutrition.

[5]  R. J. Hayes,et al.  Design and analysis issues in cluster-randomized trials of interventions against infectious diseases , 2000, Statistical methods in medical research.

[6]  Robert E Black,et al.  Where and why are 10 million children dying every year? , 2003, The Lancet.

[7]  R. Hayes,et al.  Alternative measures of diarrhoeal morbidity and their association with social and environmental factors in urban children in The Gambia. , 1987, Transactions of the Royal Society of Tropical Medicine and Hygiene.

[8]  D. Firth,et al.  Estimating Intraclass Correlation for Binary Data , 1999, Biometrics.

[9]  I. Rudan,et al.  Setting Research Priorities to Reduce Global Mortality from Childhood Pneumonia by 2015 , 2009, PLoS medicine.

[10]  Miriam Bruhn,et al.  In Pursuit of Balance: Randomization in Practice in Development Field Experiments , 2008 .

[11]  Robert E Black,et al.  Multi-country analysis of the effects of diarrhoea on childhood stunting. , 2008, International journal of epidemiology.

[12]  S. Cairncross,et al.  Weight-for-age z-score as a proxy marker for diarrhoea in epidemiological studies , 2009, Journal of Epidemiology & Community Health.

[13]  T. Cole,et al.  Impact of infection on the growth of children from 0 to 2 years in an urban West African community. , 1988, The American journal of clinical nutrition.

[14]  R. Gilman,et al.  Comparison of two types of epidemiological surveys aimed at collecting daily clinical symptoms in community-based longitudinal studies. , 2010, Annals of epidemiology.

[15]  T. Clasen,et al.  Field Assessment of a Novel Household-Based Water Filtration Device: A Randomised, Placebo-Controlled Trial in the Democratic Republic of Congo , 2010, PloS one.

[16]  M. Levine,et al.  Efficacy of pentavalent rotavirus vaccine against severe rotavirus gastroenteritis in infants in developing countries in sub-Saharan Africa: a randomised, double-blind, placebo-controlled trial , 2010, The Lancet.

[17]  S. Pocock,et al.  Subgroup analysis, covariate adjustment and baseline comparisons in clinical trial reporting: current practiceand problems , 2002, Statistics in medicine.

[18]  P. Maurette [Reporting errors]. , 2003, Annales francaises d'anesthesie et de reanimation.

[19]  M. Barreto,et al.  Risk Factors for Childhood Diarrhea Incidence: Dynamic Analysis of a Longitudinal Study , 2006, Epidemiology.

[20]  Sandy Cairncross,et al.  Household water treatment in poor populations: is there enough evidence for scaling up now? , 2009, Environmental science & technology.

[21]  Marion W. Jenkins,et al.  Intermittent slow sand filtration for preventing diarrhoea among children in Kenyan households using unimproved water sources: randomized controlled trial , 2009, Tropical medicine & international health : TM & IH.

[22]  M. Rahaman,et al.  Reporting errors in one-week diarrhoea recall surveys: experience from a prospective study in rural Bangladesh. , 1989, International journal of epidemiology.

[23]  A. Bhuiya,et al.  Household characteristics associated with handwashing with soap in rural Bangladesh. , 2009, The American journal of tropical medicine and hygiene.

[24]  David J Torgerson,et al.  Simple sample size calculation. , 2007, Journal of evaluation in clinical practice.

[25]  R. Black,et al.  Accuracy and completeness of mothers' recall of diarrhoea occurrence in pre-school children in demographic and health surveys. , 1991, International journal of epidemiology.

[26]  A Sommer,et al.  Estimation of design effects and diarrhea clustering within households and villages. , 1993, American journal of epidemiology.

[27]  T. Clasen,et al.  Randomized controlled trial in rural Ethiopia to assess a portable water treatment device. , 2009, Environmental science & technology.

[28]  L. Shamseer,et al.  Measurement Issues in Trials of Pediatric Acute Diarrheal Diseases: A Systematic Review , 2010, Pediatrics.

[29]  R J Carroll,et al.  On design considerations and randomization-based inference for community intervention trials. , 1996, Statistics in medicine.

[30]  E. Orav,et al.  Association of diarrhoea and upper respiratory infections with weight and height gains in Bangladeshi children aged 5 to 11 years. , 2000, Bulletin of the World Health Organization.

[31]  송형근,et al.  연속제강공정의 Simulation Model , 1986 .

[32]  Z. Chalabi,et al.  Estimating the Effect of Recurrent Infectious Diseases on Nutritional Status: Sampling Frequency, Sample-size, and Bias , 2011, Journal of health, population, and nutrition.

[33]  H. R. Chowdhury,et al.  Epidemiological and clinical characteristics of acute and persistent diarrhoea in rural Bangladeshi children , 1992, Acta paediatrica (Oslo, Norway : 1992). Supplement.

[34]  I. Rudan,et al.  Childhood pneumonia and diarrhoea: setting our priorities right. , 2011, The Lancet. Infectious diseases.

[35]  M. Barreto,et al.  Effect of vitamin A supplementation on diarrhoea and acute lower-respiratory-tract infections in young children in Brazil , 1994, The Lancet.

[36]  R. Breiman,et al.  Evaluation of the optimal recall period for disease symptoms in home-based morbidity surveillance in rural and urban Kenya , 2010, International journal of epidemiology.

[37]  H. Carabin,et al.  Effectiveness of a training program in reducing infections in toddlers attending day care centers. , 1999, Epidemiology.

[38]  S. Luby,et al.  The variability of childhood diarrhea in Karachi, Pakistan, 2002-2006. , 2011, The American journal of tropical medicine and hygiene.

[39]  F. Johnston,et al.  Morbidity and growth of infants and young children in a rural Mexican village. , 1977, American journal of public health.

[40]  T. Clasen,et al.  Household-based ceramic water filters for the prevention of diarrhea: a randomized, controlled trial of a pilot program in Colombia. , 2005, The American journal of tropical medicine and hygiene.

[41]  P M Fayers,et al.  Cluster-randomized trials , 2002, Palliative medicine.

[42]  T. Cole,et al.  Infection and its effect on the growth of young children: a comparison of The Gambia and Uganda. , 1977, Transactions of the Royal Society of Tropical Medicine and Hygiene.

[43]  Alan E Hubbard,et al.  Causal inference methods to study nonrandomized, preexisting development interventions , 2010, Proceedings of the National Academy of Sciences.

[44]  R. Black,et al.  Effects of diarrhea associated with specific enteropathogens on the growth of children in rural Bangladesh. , 1984, Pediatrics.

[45]  S. Luby,et al.  Combining drinking water treatment and hand washing for diarrhoea prevention, a cluster randomised controlled trial , 2006, Tropical medicine & international health : TM & IH.

[46]  Sandy Cairncross,et al.  Reducing diarrhea through the use of household-based ceramic water filters: a randomized, controlled trial in rural Bolivia. , 2004, The American journal of tropical medicine and hygiene.

[47]  S. Cairncross,et al.  Childhood diarrhoea symptoms, management and duration: observations from a longitudinal community study. , 2005, Transactions of the Royal Society of Tropical Medicine and Hygiene.

[48]  Z. Chalabi,et al.  A simulation model for diarrhoea and other common recurrent infections: a tool for exploring epidemiological methods , 2008, Epidemiology and Infection.

[49]  I. Rudan,et al.  Setting Research Priorities To Reduce Global Mortality from Childhood Diarrhoea by 2015 , 2009, PLoS medicine.

[50]  J. Colford,et al.  The Sonoma water evaluation trial: a randomized drinking water intervention trial to reduce gastrointestinal illness in older adults. , 2009, American journal of public health.

[51]  S. Cousens,et al.  Diarrhoea--defining the episode. , 1994, International journal of epidemiology.

[52]  T. Clasen,et al.  Recent diarrhoeal illness and risk of lower respiratory infections in children under the age of 5 years , 2009, International journal of epidemiology.

[53]  Richard Cb Slack,et al.  Measuring the Impact , 1998 .

[54]  T. Sheldon,et al.  Accuracy of child morbidity data in demographic and health surveys. , 2008, International journal of epidemiology.

[55]  B. Kirkwood,et al.  Vitamin A supplementation in northern Ghana: effects on clinic attendances, hospital admissions, and child mortality , 1993, The Lancet.

[56]  Frederic Mishkin Optimizing the Design , 1991 .

[57]  David A. Freedman,et al.  On regression adjustments to experimental data , 2008, Adv. Appl. Math..

[58]  I. Rudan,et al.  Directing Diarrhoeal Disease Research towards Disease-burden Reduction , 2009, Journal of health, population, and nutrition.

[59]  M. J. van der Laan,et al.  A randomized, controlled trial of in-home drinking water intervention to reduce gastrointestinal illness. , 2005, American journal of epidemiology.

[60]  S. Luby,et al.  Recall errors in a weekly survey of diarrhoea in Guatemala: determining the optimal length of recall , 2009, Epidemiology and Infection.

[61]  John M. Colford,et al.  Solar Drinking Water Disinfection (SODIS) to Reduce Childhood Diarrhoea in Rural Bolivia: A Cluster-Randomized, Controlled Trial , 2009, PLoS medicine.

[62]  H. R. Chowdhury,et al.  International differences in clinical patterns of diarrhoeal deaths: a comparison of children from Brazil, Senegal, Bangladesh, and India. , 1993, Journal of diarrhoeal diseases research.

[63]  T. Clasen,et al.  Estimating the Longitudinal Prevalence of Diarrhea and Other Episodic Diseases: Continuous Versus Intermittent Surveillance , 2007, Epidemiology.

[64]  R. Feachem,et al.  Measuring the impact of water supply and sanitation investments on diarrhoeal diseases: problems of methodology. , 1983, International journal of epidemiology.

[65]  H. R. Chowdhury,et al.  Methodological issues in diarrhoeal diseases epidemiology: definition of diarrhoeal episodes. , 1991, International journal of epidemiology.

[66]  David J Torgerson,et al.  Contamination in trials: is cluster randomisation the answer? , 2001, BMJ : British Medical Journal.

[67]  F. Konradsen,et al.  Availability of irrigation water for domestic use in Pakistan: its impact on prevalence of diarrhoea and nutritional status of children. , 2002, Journal of health, population, and nutrition.

[68]  Sandy Cairncross,et al.  Effect of city-wide sanitation programme on reduction in rate of childhood diarrhoea in northeast Brazil: assessment by two cohort studies , 2007, The Lancet.

[69]  John Painter,et al.  Effect of handwashing on child health: a randomised controlled trial , 2005, The Lancet.

[70]  S. Luby,et al.  A randomized controlled trial of household-based flocculant-disinfectant drinking water treatment for diarrhea prevention in rural Guatemala. , 2003, The American journal of tropical medicine and hygiene.

[71]  S. Moore,et al.  Persistent diarrhea signals a critical period of increased diarrhea burdens and nutritional shortfalls: a prospective cohort study among children in northeastern Brazil. , 2000, The Journal of infectious diseases.

[72]  Jamie Bartram,et al.  Focusing on improved water and sanitation for health , 2005, The Lancet.

[73]  D. Ashby,et al.  Sample size for cluster randomized trials: effect of coefficient of variation of cluster size and analysis method. , 2006, International journal of epidemiology.

[74]  S. Huttly,et al.  Measurement of the frequency and severity of childhood acute respiratory infections through household surveys in northern Ghana. , 1994, International Journal of Epidemiology.

[75]  P. Byass,et al.  Daily morbidity records: recall and reliability. , 1994, International journal of epidemiology.

[76]  Chris Frost,et al.  Optimizing the design of clinical trials where the outcome is a rate. Can estimating a baseline rate in a run‐in period increase efficiency? , 2008, Statistics in medicine.

[77]  S. Cousens,et al.  Is prevalence of diarrhea a better predictor of subsequent mortality and weight gain than diarrhea incidence? , 1996, American journal of epidemiology.

[78]  S. Cairncross Water supply and sanitation: an agenda for research. , 1989, The Journal of tropical medicine and hygiene.

[79]  B. Kirkwood,et al.  Community-based hygiene education to reduce diarrhoeal disease in rural Zaire: impact of the intervention on diarrhoeal morbidity. , 1994, International journal of epidemiology.

[80]  Catherine L. Mann,et al.  Measuring the Impact , 2003 .

[81]  T. Clasen,et al.  Sampling strategies to measure the prevalence of common recurrent infections in longitudinal studies , 2010, Emerging themes in epidemiology.

[82]  Jonathan Zinman,et al.  Being surveyed can change later behavior and related parameter estimates , 2011, Proceedings of the National Academy of Sciences.

[83]  M. Barreto,et al.  Measuring the burden of common morbidities: sampling disease experience versus continuous surveillance. , 1998, American journal of epidemiology.

[84]  D. May,et al.  Incidence of diarrhea: poor parental recall ability. , 2007, The Brazilian journal of infectious diseases : an official publication of the Brazilian Society of Infectious Diseases.

[85]  P. Kamaraj,et al.  Influence of recall period on estimates of diarrhoea morbidity in infants in rural Tamil Nadu. , 1998, Indian journal of public health.

[86]  James A Hanley,et al.  Random measurement error and regression dilution bias , 2010, BMJ : British Medical Journal.

[87]  Stephen W. Gundry,et al.  Defining episodes of diarrhoea: results from a three-country study in Sub-Saharan Africa. , 2006, Journal of health, population, and nutrition.

[88]  J. O. Mora,et al.  Nutritional supplementation: effects on child stunting because of diarrhea. , 1989, The American journal of clinical nutrition.

[89]  T. Clasen,et al.  Preventing diarrhoea with household ceramic water filters: Assessment of a pilot project in Bolivia , 2006, International journal of environmental health research.

[90]  R. Black,et al.  Comorbidity in childhood in northern Ghana: magnitude, associated factors, and impact on mortality. , 2005, International journal of epidemiology.

[91]  V. Curtis,et al.  Hand washing for preventing diarrhoea. , 2008, The Cochrane database of systematic reviews.

[92]  D. Sethi,et al.  Investigation of under-ascertainment in epidemiological studies based in general practice. , 1999, International journal of epidemiology.

[93]  Tamer Rabie,et al.  Interventions to improve water quality for preventing diarrhoea: systematic review and meta-analysis , 2007, BMJ : British Medical Journal.