Almost Random: evaluating a large-scale randomized nutrition program in the presence of crossover
Large-scale randomized interventions have the potential to uncover the causal effect of programs applying to a large population, thereby improving on the insights gained from currently dominant smaller randomized studies. However, the external validity gained through larger interventions typically i...
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Hauptverfasser: | , |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Washington, D.C
The World Bank
2008
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Schriftenreihe: | Policy research working paper
4784 Impact evaluation series no. 28 |
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Online-Zugang: | kostenfrei |
Zusammenfassung: | Large-scale randomized interventions have the potential to uncover the causal effect of programs applying to a large population, thereby improving on the insights gained from currently dominant smaller randomized studies. However, the external validity gained through larger interventions typically implies less supervision and often comes at the cost of some deviation from the randomization plan. This paper investigates the impact of the Nutrition Enhancement Program, which aims to improve child nutrition in Senegal based on a large-scale randomized community intervention. The analysis explicitly deals with deviation from the planned treatment and suggests approaches for combining ex-post adjustments such as propensity score matching with the randomized treatment plan. The authors do not detect a strong overall program impact on the outcome measure of weight-for-age based on planned treatment status, but do find an impact on the youngest children. Moreover, the project impact is clearer when the analysis considers treatment crossover using alternative estimators of two-stage least-squares and propensity score matching. The findings underscore the importance of addressing the shortcomings of large-scale randomization interventions in a systematic manner in order to understand the selection process that can guide further implementation of such projects, as well as to expose the true, causal effect of such programs |
Beschreibung: | 1 Online-Ressource (31 Seiten) |
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520 | 3 | |a Large-scale randomized interventions have the potential to uncover the causal effect of programs applying to a large population, thereby improving on the insights gained from currently dominant smaller randomized studies. However, the external validity gained through larger interventions typically implies less supervision and often comes at the cost of some deviation from the randomization plan. This paper investigates the impact of the Nutrition Enhancement Program, which aims to improve child nutrition in Senegal based on a large-scale randomized community intervention. The analysis explicitly deals with deviation from the planned treatment and suggests approaches for combining ex-post adjustments such as propensity score matching with the randomized treatment plan. The authors do not detect a strong overall program impact on the outcome measure of weight-for-age based on planned treatment status, but do find an impact on the youngest children. Moreover, the project impact is clearer when the analysis considers treatment crossover using alternative estimators of two-stage least-squares and propensity score matching. The findings underscore the importance of addressing the shortcomings of large-scale randomization interventions in a systematic manner in order to understand the selection process that can guide further implementation of such projects, as well as to expose the true, causal effect of such programs | |
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534 | |c 2008 | ||
650 | 4 | |a Breastfeeding | |
650 | 4 | |a Child diseases | |
650 | 4 | |a Child nutrition | |
650 | 4 | |a Communities & Human Settlements | |
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650 | 4 | |a Health Monitoring and Evaluation | |
650 | 4 | |a Health, Nutrition and Population | |
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650 | 4 | |a Nutrition | |
650 | 4 | |a Nutritional status | |
650 | 4 | |a Pregnancy | |
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author | Linnemayr, Sebastian Alderman, Harold 1948- |
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institution | BVB |
language | English |
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physical | 1 Online-Ressource (31 Seiten) |
psigel | ZDB-1-WBA |
publishDate | 2008 |
publishDateSearch | 2008 |
publishDateSort | 2008 |
publisher | The World Bank |
record_format | marc |
series2 | Policy research working paper Impact evaluation series |
spellingShingle | Linnemayr, Sebastian Alderman, Harold 1948- Almost Random evaluating a large-scale randomized nutrition program in the presence of crossover Breastfeeding Child diseases Child nutrition Communities & Human Settlements Disease Control and Prevention Health Monitoring and Evaluation Health, Nutrition and Population Housing and Human Habitats Intervention Mortality Nutrition Nutritional status Pregnancy Pregnant women Public health |
title | Almost Random evaluating a large-scale randomized nutrition program in the presence of crossover |
title_auth | Almost Random evaluating a large-scale randomized nutrition program in the presence of crossover |
title_exact_search | Almost Random evaluating a large-scale randomized nutrition program in the presence of crossover |
title_full | Almost Random evaluating a large-scale randomized nutrition program in the presence of crossover Sebastian Linnemayr, Harold Aldermann |
title_fullStr | Almost Random evaluating a large-scale randomized nutrition program in the presence of crossover Sebastian Linnemayr, Harold Aldermann |
title_full_unstemmed | Almost Random evaluating a large-scale randomized nutrition program in the presence of crossover Sebastian Linnemayr, Harold Aldermann |
title_short | Almost Random |
title_sort | almost random evaluating a large scale randomized nutrition program in the presence of crossover |
title_sub | evaluating a large-scale randomized nutrition program in the presence of crossover |
topic | Breastfeeding Child diseases Child nutrition Communities & Human Settlements Disease Control and Prevention Health Monitoring and Evaluation Health, Nutrition and Population Housing and Human Habitats Intervention Mortality Nutrition Nutritional status Pregnancy Pregnant women Public health |
topic_facet | Breastfeeding Child diseases Child nutrition Communities & Human Settlements Disease Control and Prevention Health Monitoring and Evaluation Health, Nutrition and Population Housing and Human Habitats Intervention Mortality Nutrition Nutritional status Pregnancy Pregnant women Public health |
url | https://hdl.handle.net/10986/6293 |
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