IDEAS home Printed from https://ideas.repec.org/p/ifs/ifsewp/18-28.html
   My bibliography  Save this paper

Community matters: heterogenous impacts of a sanitation intervention

Author

Listed:
  • Laura Abramovsky

    (Institute for Fiscal Studies and Institute for Fiscal Studies)

  • Britta Augsburg

    (Institute for Fiscal Studies and Institute for Fiscal Studies)

  • Melanie Lührmann

    (Institute for Fiscal Studies and Royal Holloway, University of London)

  • Francisco Oteiza

    (Institute for Fiscal Studies and EDePo @ Institute for Fiscal Studies)

  • Juan Pablo Rud

    (Institute for Fiscal Studies and Royal Holloway, University of London)

Abstract

We study the effectiveness of a community-level information and mobilization intervention to reduce open defecation (OD) and increase sanitation investments in Nigeria. The results of a cluster-randomized control trial in 246 communities, conducted between 2014 and 2018, suggest that average impacts are exiguous. However, these results hide important community heterogeneity, as the intervention has strong and lasting effects on OD habits in poorer communities. This result is robust across several measures of community socio-economic characteristics, and is not driven by baseline differences in toilet coverage. In poor communities, OD rates decreased by 9pp from a baseline level of 75%, while we find no effect in richer communities. The reduction in OD is achieved mainly through increased toilet ownership (+8pp from a baseline level of 24%). In terms of channels, the intervention appears to have raised the social status attached to toilet ownership among the poorer treated communities, and not in rich communities. Finally, we use data from our study and five other trials of similar interventions and show that estimated impacts on OD are stronger in poorer contexts, rationalizing the wide range of estimates in the literature and providing plausible external validity.

Suggested Citation

  • Laura Abramovsky & Britta Augsburg & Melanie Lührmann & Francisco Oteiza & Juan Pablo Rud, 2018. "Community matters: heterogenous impacts of a sanitation intervention," IFS Working Papers W18/28, Institute for Fiscal Studies.
  • Handle: RePEc:ifs:ifsewp:18/28
    as

    Download full text from publisher

    File URL: https://www.ifs.org.uk/uploads/WP201828.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Joseph P. Romano & Michael Wolf, 2005. "Stepwise Multiple Testing as Formalized Data Snooping," Econometrica, Econometric Society, vol. 73(4), pages 1237-1282, July.
    2. Joseph Henrich, 2001. "In Search of Homo Economicus: Behavioral Experiments in 15 Small-Scale Societies," American Economic Review, American Economic Association, vol. 91(2), pages 73-78, May.
    3. Abhijit Banerjee & Rukmini Banerji & James Berry & Esther Duflo & Harini Kannan & Shobhini Mukerji & Marc Shotland & Michael Walton, 2017. "From Proof of Concept to Scalable Policies: Challenges and Solutions, with an Application," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 73-102, Fall.
    4. William Easterly & Ross Levine, 1997. "Africa's Growth Tragedy: Policies and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1203-1250.
    5. James J. Heckman & Jeffrey Smith & Nancy Clements, 1997. "Making The Most Out Of Programme Evaluations and Social Experiments: Accounting For Heterogeneity in Programme Impacts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 487-535.
    6. Stelios Michalopoulos & Elias Papaioannou, 2013. "Pre‐Colonial Ethnic Institutions and Contemporary African Development," Econometrica, Econometric Society, vol. 81(1), pages 113-152, January.
    7. Joshua D. Angrist, 2004. "Treatment effect heterogeneity in theory and practice," Economic Journal, Royal Economic Society, vol. 114(494), pages 52-83, March.
    8. María Laura Alzúa & Habiba Djebbari & Amy J. Pickering, 2020. "A Community-Based Program Promotes Sanitation," Economic Development and Cultural Change, University of Chicago Press, vol. 68(2), pages 357-390.
    9. Marcella Alsan & Claudia Goldin, 2019. "Watersheds in Child Mortality: The Role of Effective Water and Sewerage Infrastructure, 1880–1920," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 586-638.
    10. Alberto Alesina & Reza Baqir & William Easterly, 1999. "Public Goods and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1243-1284.
    11. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    12. Ben Yishay, Ariel & Fraker, Andrew & Guiteras, Raymond & Palloni, Giordano & Shah, Neil Buddy & Shirrell, Stuart & Wang, Paul, 2017. "Microcredit and willingness to pay for environmental quality: Evidence from a randomized-controlled trial of finance for sanitation in rural Cambodia," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 121-140.
    13. Dean Spears & Sneha Lamba, 2016. "Effects of Early-Life Exposure to Sanitation on Childhood Cognitive Skills: Evidence from India’s Total Sanitation Campaign," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 298-327.
    14. Augsburg, Britta & Malde, Bansi & Olorenshaw, Harriet & Wahhaj, Zaki, 2023. "To invest or not to invest in sanitation: The role of intra-household gender differences in perceptions and bargaining power," Journal of Development Economics, Elsevier, vol. 162(C).
    15. Rachael Meager, 2019. "Understanding the Average Impact of Microcredit Expansions: A Bayesian Hierarchical Analysis of Seven Randomized Experiments," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 57-91, January.
    16. Sarah Baird & Joan Hamory Hicks & Michael Kremer & Edward Miguel, 2016. "Worms at Work: Long-run Impacts of a Child Health Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1637-1680.
    17. Elbers, Chris & Fujii, Tomoki & Lanjouw, Peter & Ozler, Berk & Yin, Wesley, 2007. "Poverty alleviation through geographic targeting: How much does disaggregation help?," Journal of Development Economics, Elsevier, vol. 83(1), pages 198-213, May.
    18. Amy J. Pickering & Habiba Djebbari & Carolina Lopez & Massa Coulibaly & Maria Laura Alzua, 2015. "Effect of a community-led sanitation intervention on child diarrhoea and child growth in rural Mali: a cluster-randomised controlled trial," Post-Print hal-01456117, HAL.
    19. Bold, Tessa & Kimenyi, Mwangi & Mwabu, Germano & Ng’ang’a, Alice & Sandefur, Justin, 2018. "Experimental evidence on scaling up education reforms in Kenya," Journal of Public Economics, Elsevier, vol. 168(C), pages 1-20.
    20. Augsburg, Britta & Bancalari, Antonella & Durrani, Zara & Vaidyanathan, Madhav & White, Zach, 2022. "When nature calls back: Sustaining behavioral change in rural Pakistan," Journal of Development Economics, Elsevier, vol. 158(C).
    21. Jörg Peters & Jörg Langbein & Gareth Roberts, 2018. "Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity," The World Bank Research Observer, World Bank, vol. 33(1), pages 34-64.
    22. Sahoo, Krushna Chandra & Hulland, Kristyna R.S. & Caruso, Bethany A. & Swain, Rojalin & Freeman, Matthew C. & Panigrahi, Pinaki & Dreibelbis, Robert, 2015. "Sanitation-related psychosocial stress: A grounded theory study of women across the life-course in Odisha, India," Social Science & Medicine, Elsevier, vol. 139(C), pages 80-89.
    23. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    24. Jack, B. Kelsey & Recalde, María P., 2015. "Leadership and the voluntary provision of public goods: Field evidence from Bolivia," Journal of Public Economics, Elsevier, vol. 122(C), pages 80-93.
    25. Kaushik Basu, 2014. "Randomisation, Causality and the Role of Reasoned Intuition," Oxford Development Studies, Taylor & Francis Journals, vol. 42(4), pages 455-472, December.
    26. Deaton, Angus & Cartwright, Nancy, 2018. "Understanding and misunderstanding randomized controlled trials," Social Science & Medicine, Elsevier, vol. 210(C), pages 2-21.
    27. McKenzie, David, 2012. "Beyond baseline and follow-up: The case for more T in experiments," Journal of Development Economics, Elsevier, vol. 99(2), pages 210-221.
    28. David McKenzie, 2005. "Measuring inequality with asset indicators," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(2), pages 229-260, June.
    29. Augsburg, Britta & Rodríguez-Lesmes, Paul Andrés, 2018. "Sanitation and child health in India," World Development, Elsevier, vol. 107(C), pages 22-39.
    30. Cameron, Lisa & Olivia, Susan & Shah, Manisha, 2019. "Scaling up sanitation: Evidence from an RCT in Indonesia," Journal of Development Economics, Elsevier, vol. 138(C), pages 1-16.
    31. Barrington, D.J. & Sridharan, S. & Shields, K.F. & Saunders, S.G. & Souter, R.T. & Bartram, J., 2017. "Sanitation marketing: A systematic review and theoretical critique using the capability approach," Social Science & Medicine, Elsevier, vol. 194(C), pages 128-134.
    32. Anjali Adukia, 2017. "Sanitation and Education," American Economic Journal: Applied Economics, American Economic Association, vol. 9(2), pages 23-59, April.
    33. Ferraro, Paul J. & Miranda, Juan José, 2013. "Heterogeneous treatment effects and mechanisms in information-based environmental policies: Evidence from a large-scale field experiment," Resource and Energy Economics, Elsevier, vol. 35(3), pages 356-379.
    34. United Nations, 2016. "The Sustainable Development Goals 2016," Working Papers id:11456, eSocialSciences.
    35. Alesina, Alberto & La Ferrara, Eliana, 2002. "Who trusts others?," Journal of Public Economics, Elsevier, vol. 85(2), pages 207-234, August.
    36. Grant Miller & A. Mushfiq Mobarak, 2013. "Gender Differences in Preferences, Intra-Household Externalities, and Low Demand for Improved Cookstoves," NBER Working Papers 18964, National Bureau of Economic Research, Inc.
    37. Martin Ravallion, 2012. "Fighting Poverty One Experiment at a Time: Poor Economics: A Radical Rethinking of the Way to Fight Global Poverty : Review Essay," Journal of Economic Literature, American Economic Association, vol. 50(1), pages 103-114, March.
    38. Deon Filmer & Lant Pritchett, 2001. "Estimating Wealth Effects Without Expenditure Data—Or Tears: An Application To Educational Enrollments In States Of India," Demography, Springer;Population Association of America (PAA), vol. 38(1), pages 115-132, February.
    39. Djebbari, Habiba & Smith, Jeffrey, 2008. "Heterogeneous impacts in PROGRESA," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 64-80, July.
    40. Karthik Muralidharan & Paul Niehaus, 2017. "Experimentation at Scale," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 103-124, Fall.
    41. Samuel Bowles & Robert Boyd & Colin Camerer & Ernst Fehr & Herbert Gintis & Joseph Henrich & Richard McElreath, 2001. "In search of homo economicus: Experiments in 15 small-scale societies," Artefactual Field Experiments 00068, The Field Experiments Website.
    42. Zuin, Valentina & Delaire, Caroline & Peletz, Rachel & Cock-Esteb, Alicea & Khush, Ranjiv & Albert, Jeff, 2019. "Policy Diffusion in the Rural Sanitation Sector: Lessons from Community-Led Total Sanitation (CLTS)," World Development, Elsevier, vol. 124(C), pages 1-1.
    43. Gowdy, John & Iorgulescu, Raluca & Onyeiwu, Stephen, 2003. "Fairness and retaliation in a rural Nigerian village," Journal of Economic Behavior & Organization, Elsevier, vol. 52(4), pages 469-479, December.
    44. Orgill-Meyer, Jennifer & Pattanayak, Subhrendu K., 2020. "Improved sanitation increases long-term cognitive test scores," World Development, Elsevier, vol. 132(C).
    45. Augsburg, Britta & Caeyers, Bet & Giunti, Sara & Malde, Bansi & Smets, Susanna, 2023. "Labeled loans and human capital investments," Journal of Development Economics, Elsevier, vol. 162(C).
    46. Cameron, Lisa & Shah, Manisha & Olivia, Susan, 2013. "Impact evaluation of a large-scale rural sanitation project in Indonesia," Policy Research Working Paper Series 6360, The World Bank.
    47. Meager, Rachael, 2019. "Understanding the average impact of microcredit expansions: a Bayesian hierarchical analysis of seven randomized experiments," LSE Research Online Documents on Economics 88190, London School of Economics and Political Science, LSE Library.
    48. Joseph Hotz, V. & Imbens, Guido W. & Mortimer, Julie H., 2005. "Predicting the efficacy of future training programs using past experiences at other locations," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 241-270.
    49. Erika Deserranno & Miri Stryjan & Munshi Sulaiman, 2019. "Leader Selection and Service Delivery in Community Groups: Experimental Evidence from Uganda," American Economic Journal: Applied Economics, American Economic Association, vol. 11(4), pages 240-267, October.
    50. Briceno, Bertha & Coville, Aidan & Martinez , Sebastian, 2015. "Promoting handwashing and sanitation : evidence from a large-scale randomized trial in rural Tanzania," Policy Research Working Paper Series 7164, The World Bank.
    51. Radin, Mark & Jeuland, Marc & Wang, Hua & Whittington, Dale, 2020. "Benefit–Cost Analysis of Community-Led Total Sanitation: Incorporating Results from Recent Evaluations," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 11(3), pages 380-417, October.
    52. Jessica Cohen & Pascaline Dupas, 2010. "Free Distribution or Cost-Sharing? Evidence from a Randomized Malaria Prevention Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(1), pages 1-45.
    53. Pascaline Dupas, 2011. "Health Behavior in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 425-449, September.
    54. Cameron, Lisa A. & Olivia, Susan & Shah, Manisha, 2015. "Initial Conditions Matter: Social Capital and Participatory Development," IZA Discussion Papers 9563, Institute of Labor Economics (IZA).
    55. Andres,Luis Alberto & Deb,Saubhik & Joseph,George & Larenas,Marna Isabel & Grabinsky Zabludovsky,Jonathan, 2020. "A Multiple-Arm, Cluster-Randomized Impact Evaluation of the Clean India (Swachh Bharat) Mission Program in Rural Punjab, India," Policy Research Working Paper Series 9249, The World Bank.
    56. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    57. Robert Jensen, 2010. "The (Perceived) Returns to Education and the Demand for Schooling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 515-548.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Augsburg, Britta & Caeyers, Bet & Giunti, Sara & Malde, Bansi & Smets, Susanna, 2023. "Labeled loans and human capital investments," Journal of Development Economics, Elsevier, vol. 162(C).
    2. Augsburg, Britta & Bancalari, Antonella & Durrani, Zara & Vaidyanathan, Madhav & White, Zach, 2022. "When nature calls back: Sustaining behavioral change in rural Pakistan," Journal of Development Economics, Elsevier, vol. 158(C).
    3. Augsburg, Britta & Malde, Bansi & Olorenshaw, Harriet & Wahhaj, Zaki, 2023. "To invest or not to invest in sanitation: The role of intra-household gender differences in perceptions and bargaining power," Journal of Development Economics, Elsevier, vol. 162(C).
    4. Augsburg, Britta & Baquero, Juan P. & Gautam, Sanghmitra & Rodriguez-Lesmes, Paul, 2023. "Sanitation and marriage markets in India: Evidence from the Total Sanitation Campaign," Journal of Development Economics, Elsevier, vol. 163(C).
    5. Gautam, Sanghmitra, 2023. "Quantifying welfare effects in the presence of externalities: An ex-ante evaluation of sanitation interventions," Journal of Development Economics, Elsevier, vol. 164(C).
    6. Job Wasonga & Kazuchiyo Miyamichi & Mami Hitachi & Rie Ozaki & Mohamed Karama & Kenji Hirayama & Satoshi Kaneko, 2023. "Effects of Community-Led Total Sanitation (CLTS) Boosting and Household Factors on Latrine Ownership in Siaya County, Kenya," IJERPH, MDPI, vol. 20(18), pages 1-12, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Augsburg, Britta & Bancalari, Antonella & Durrani, Zara & Vaidyanathan, Madhav & White, Zach, 2022. "When nature calls back: Sustaining behavioral change in rural Pakistan," Journal of Development Economics, Elsevier, vol. 158(C).
    2. Eszter Czibor & David Jimenez‐Gomez & John A. List, 2019. "The Dozen Things Experimental Economists Should Do (More of)," Southern Economic Journal, John Wiley & Sons, vol. 86(2), pages 371-432, October.
    3. Augsburg, Britta & Caeyers, Bet & Giunti, Sara & Malde, Bansi & Smets, Susanna, 2023. "Labeled loans and human capital investments," Journal of Development Economics, Elsevier, vol. 162(C).
    4. Jörg Peters & Jörg Langbein & Gareth Roberts, 2018. "Generalization in the Tropics – Development Policy, Randomized Controlled Trials, and External Validity," The World Bank Research Observer, World Bank, vol. 33(1), pages 34-64.
    5. Cameron, Lisa & Olivia, Susan & Shah, Manisha, 2019. "Scaling up sanitation: Evidence from an RCT in Indonesia," Journal of Development Economics, Elsevier, vol. 138(C), pages 1-16.
    6. Pakhtigian, Emily L. & Pattanayak, Subhrendu K., 2024. "Social setting, gender, and preferences for improved sanitation: Evidence from experimental games in rural India," World Development, Elsevier, vol. 177(C).
    7. Augsburg, Britta & Baquero, Juan P. & Gautam, Sanghmitra & Rodriguez-Lesmes, Paul, 2023. "Sanitation and marriage markets in India: Evidence from the Total Sanitation Campaign," Journal of Development Economics, Elsevier, vol. 163(C).
    8. Denis Fougère & Nicolas Jacquemet, 2020. "Policy Evaluation Using Causal Inference Methods," SciencePo Working papers Main hal-03455978, HAL.
    9. Bakhtiar, M. Mehrab & Guiteras, Raymond P. & Levinsohn, James & Mobarak, Ahmed Mushfiq, 2023. "Social and financial incentives for overcoming a collective action problem," Journal of Development Economics, Elsevier, vol. 162(C).
    10. Wang, Dongqin & Shen, Yanni, 2022. "Sanitation and work time: Evidence from the toilet revolution in rural China," World Development, Elsevier, vol. 158(C).
    11. Augsburg,Britta & Caeyers,Bet & Giunti,Sara & Malde,Bansi Khimji & Smets,Susanna, 2019. "Labelled Loans, Credit Constraints and Sanitation Investments," Policy Research Working Paper Series 8845, The World Bank.
    12. Evan Plous Kresch & Molly Lipscomb & Laura Schechter, 2020. "Externalities and Spillovers from Sanitation and Waste Management in Urban and Rural Neighborhoods," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(3), pages 395-420, September.
    13. Augsburg, Britta & Malde, Bansi & Olorenshaw, Harriet & Wahhaj, Zaki, 2023. "To invest or not to invest in sanitation: The role of intra-household gender differences in perceptions and bargaining power," Journal of Development Economics, Elsevier, vol. 162(C).
    14. Saraswat, Deepak, 2024. "Gender composition of children and sanitation behavior in India," Journal of Environmental Economics and Management, Elsevier, vol. 125(C).
    15. Armand, Alex & Carneiro, Pedro & Locatelli, Andrea & Mihreteab, Selam & Keating, Joseph, 2017. "Do public health interventions crowd out private health investments? Malaria control policies in Eritrea," Labour Economics, Elsevier, vol. 45(C), pages 107-115.
    16. Haile, Daniel & Sadrieh, Karim & Verbon, Harrie, 2006. "Cross-racial Envy and Underinvestment in South Africa," 2006 Annual meeting, July 23-26, Long Beach, CA 21269, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    17. Faillo, Marco & Grieco, Daniela & Zarri, Luca, 2012. "Cultural Diversity, Cooperation,and Anti-social Punishment," AICCON Working Papers 102-2012, Associazione Italiana per la Cultura della Cooperazione e del Non Profit.
    18. Merima Ali & Odd-Helge Fjeldstad & Boqian Jiang & Abdulaziz B Shifa, 2019. "Colonial Legacy, State-building and the Salience of Ethnicity in Sub-Saharan Africa," The Economic Journal, Royal Economic Society, vol. 129(619), pages 1048-1081.
    19. Masselus, Lise & Petrik, Christina & Ankel-Peters, Jörg, 2024. "Lost in the design space? Construct validity in the microfinance literature," Ruhr Economic Papers 1097, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    20. Cameron, Lisa & Gertler, Paul & Shah, Manisha & Alzua, Maria Laura & Martinez, Sebastian & Patil, Sumeet, 2022. "The dirty business of eliminating open defecation: The effect of village sanitation on child height from field experiments in four countries," Journal of Development Economics, Elsevier, vol. 159(C).

    More about this item

    Keywords

    External validity; Heterogeneous Treatment Effects; Sanitation; Information; Cluster- Randomized Control Trial.;
    All these keywords.

    JEL classification:

    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ifs:ifsewp:18/28. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Emma Hyman (email available below). General contact details of provider: https://edirc.repec.org/data/ifsssuk.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.