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Methodology Series Module 7: Ecologic Studies and Natural Experiments

In this module, we have discussed study designs that have not been covered in the previous modules – ecologic studies and natural experiments. In an ecologic study, the unit of analysis is a group or aggregate rather than the individual. It may be the characteristics of districts, states, or countri...

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Autor principal: Setia, Maninder Singh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Medknow Publications & Media Pvt Ltd 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5286749/
https://www.ncbi.nlm.nih.gov/pubmed/28216721
http://dx.doi.org/10.4103/0019-5154.198048
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author Setia, Maninder Singh
author_facet Setia, Maninder Singh
author_sort Setia, Maninder Singh
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description In this module, we have discussed study designs that have not been covered in the previous modules – ecologic studies and natural experiments. In an ecologic study, the unit of analysis is a group or aggregate rather than the individual. It may be the characteristics of districts, states, or countries. For example, per capita income across countries, income quintiles across districts, and proportion of college graduates in states. If the data already exist (such as global measures and prevalence of diseases, data sets such as the National Family Health Survey, census data), then ecologic studies are cheap and data are easy to collect. However, one needs to be aware of the “ecologic fallacy.” The researcher should not interpret ecologic level results at the individual level. In “natural experiments,” the researcher does not assign the exposure (as is the case in interventional studies) to the groups in the study. The exposure is assigned by a natural process. This may be due to existing policies or services (example, one city has laws against specific vehicles and the other city does not); changes in services or policies; or introduction of new laws (such helmet for bikers and seat-belts for cars). We would like to encourage researchers to explore the possibility of using these study designs to conduct studies.
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spelling pubmed-52867492017-02-17 Methodology Series Module 7: Ecologic Studies and Natural Experiments Setia, Maninder Singh Indian J Dermatol IJD® Module on Biostatistics and Research Methodology for the Dermatologist - MODULE EDITOR: SAUMYA PANDA In this module, we have discussed study designs that have not been covered in the previous modules – ecologic studies and natural experiments. In an ecologic study, the unit of analysis is a group or aggregate rather than the individual. It may be the characteristics of districts, states, or countries. For example, per capita income across countries, income quintiles across districts, and proportion of college graduates in states. If the data already exist (such as global measures and prevalence of diseases, data sets such as the National Family Health Survey, census data), then ecologic studies are cheap and data are easy to collect. However, one needs to be aware of the “ecologic fallacy.” The researcher should not interpret ecologic level results at the individual level. In “natural experiments,” the researcher does not assign the exposure (as is the case in interventional studies) to the groups in the study. The exposure is assigned by a natural process. This may be due to existing policies or services (example, one city has laws against specific vehicles and the other city does not); changes in services or policies; or introduction of new laws (such helmet for bikers and seat-belts for cars). We would like to encourage researchers to explore the possibility of using these study designs to conduct studies. Medknow Publications & Media Pvt Ltd 2017 /pmc/articles/PMC5286749/ /pubmed/28216721 http://dx.doi.org/10.4103/0019-5154.198048 Text en Copyright: © 2017 Indian Journal of Dermatology http://creativecommons.org/licenses/by-nc-sa/3.0 This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as the author is credited and the new creations are licensed under the identical terms.
spellingShingle IJD® Module on Biostatistics and Research Methodology for the Dermatologist - MODULE EDITOR: SAUMYA PANDA
Setia, Maninder Singh
Methodology Series Module 7: Ecologic Studies and Natural Experiments
title Methodology Series Module 7: Ecologic Studies and Natural Experiments
title_full Methodology Series Module 7: Ecologic Studies and Natural Experiments
title_fullStr Methodology Series Module 7: Ecologic Studies and Natural Experiments
title_full_unstemmed Methodology Series Module 7: Ecologic Studies and Natural Experiments
title_short Methodology Series Module 7: Ecologic Studies and Natural Experiments
title_sort methodology series module 7: ecologic studies and natural experiments
topic IJD® Module on Biostatistics and Research Methodology for the Dermatologist - MODULE EDITOR: SAUMYA PANDA
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5286749/
https://www.ncbi.nlm.nih.gov/pubmed/28216721
http://dx.doi.org/10.4103/0019-5154.198048
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