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Nothing but the truth: Consistency and efficiency of the list experiment method for the measurement of sensitive health behaviours

RATIONALE: Social desirability bias, which is the tendency to under-report socially, undesirable health behaviours, significantly distorts information on sensitive behaviours, gained from self-reports and prevents accurate estimation of the prevalence of those, behaviours. We contribute to a growing...

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Detalles Bibliográficos
Autores principales: Lépine, Aurélia, Treibich, Carole, D’Exelle, Ben
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Pergamon 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7724128/
https://www.ncbi.nlm.nih.gov/pubmed/33059302
http://dx.doi.org/10.1016/j.socscimed.2020.113326
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author Lépine, Aurélia
Treibich, Carole
D’Exelle, Ben
author_facet Lépine, Aurélia
Treibich, Carole
D’Exelle, Ben
author_sort Lépine, Aurélia
collection PubMed
description RATIONALE: Social desirability bias, which is the tendency to under-report socially, undesirable health behaviours, significantly distorts information on sensitive behaviours, gained from self-reports and prevents accurate estimation of the prevalence of those, behaviours. We contribute to a growing body of literature that seeks to assess the performance of the list experiment method to improve estimation of these sensitive health behaviours. METHOD: We use a double-list experiment design in which respondents serve as the treatment group for one list and as the control group for the other list to estimate the prevalence of two sensitive health behaviours in different settings: condom use among 500 female sex workers in urban Senegal and physical intimate partner violence among 1700 partnered women in rural Burkina Faso. First, to assess whether the list experiment improves the accuracy of estimations of the prevalence of sensitive behaviours, we compare the prevalence rates estimated from self-reports with those elicited through the list experiment. Second, we test whether the prevalence rates of the sensitive behaviours obtained using the double-list design are similar, and we estimate the reduction in the standard errors obtained with this design. Finally, we compare the results obtained through another indirect elicitation method, the polling vote method. RESULTS: We show that the list experiment method reduces misreporting by 17 percentage points for condom use and 16–20 percentage points for intimate partner violence. Exploiting the double-list experiment design, we also demonstrate that the prevalence estimates obtained through the use of the two lists are identical in the full sample and across sub-groups and that the double-list design reduces the standard errors by approximately 40% compared to the standard errors in the simple list design. Finally, we show that the list experiment method leads to a higher estimation of the prevalence of sensitive behaviours than the polling vote method. CONCLUSION: The study suggests that list experiments are an effective method to improve estimation of the prevalence of sensitive health behaviours.
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spelling pubmed-77241282020-12-11 Nothing but the truth: Consistency and efficiency of the list experiment method for the measurement of sensitive health behaviours Lépine, Aurélia Treibich, Carole D’Exelle, Ben Soc Sci Med Article RATIONALE: Social desirability bias, which is the tendency to under-report socially, undesirable health behaviours, significantly distorts information on sensitive behaviours, gained from self-reports and prevents accurate estimation of the prevalence of those, behaviours. We contribute to a growing body of literature that seeks to assess the performance of the list experiment method to improve estimation of these sensitive health behaviours. METHOD: We use a double-list experiment design in which respondents serve as the treatment group for one list and as the control group for the other list to estimate the prevalence of two sensitive health behaviours in different settings: condom use among 500 female sex workers in urban Senegal and physical intimate partner violence among 1700 partnered women in rural Burkina Faso. First, to assess whether the list experiment improves the accuracy of estimations of the prevalence of sensitive behaviours, we compare the prevalence rates estimated from self-reports with those elicited through the list experiment. Second, we test whether the prevalence rates of the sensitive behaviours obtained using the double-list design are similar, and we estimate the reduction in the standard errors obtained with this design. Finally, we compare the results obtained through another indirect elicitation method, the polling vote method. RESULTS: We show that the list experiment method reduces misreporting by 17 percentage points for condom use and 16–20 percentage points for intimate partner violence. Exploiting the double-list experiment design, we also demonstrate that the prevalence estimates obtained through the use of the two lists are identical in the full sample and across sub-groups and that the double-list design reduces the standard errors by approximately 40% compared to the standard errors in the simple list design. Finally, we show that the list experiment method leads to a higher estimation of the prevalence of sensitive behaviours than the polling vote method. CONCLUSION: The study suggests that list experiments are an effective method to improve estimation of the prevalence of sensitive health behaviours. Pergamon 2020-12 /pmc/articles/PMC7724128/ /pubmed/33059302 http://dx.doi.org/10.1016/j.socscimed.2020.113326 Text en © 2020 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lépine, Aurélia
Treibich, Carole
D’Exelle, Ben
Nothing but the truth: Consistency and efficiency of the list experiment method for the measurement of sensitive health behaviours
title Nothing but the truth: Consistency and efficiency of the list experiment method for the measurement of sensitive health behaviours
title_full Nothing but the truth: Consistency and efficiency of the list experiment method for the measurement of sensitive health behaviours
title_fullStr Nothing but the truth: Consistency and efficiency of the list experiment method for the measurement of sensitive health behaviours
title_full_unstemmed Nothing but the truth: Consistency and efficiency of the list experiment method for the measurement of sensitive health behaviours
title_short Nothing but the truth: Consistency and efficiency of the list experiment method for the measurement of sensitive health behaviours
title_sort nothing but the truth: consistency and efficiency of the list experiment method for the measurement of sensitive health behaviours
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7724128/
https://www.ncbi.nlm.nih.gov/pubmed/33059302
http://dx.doi.org/10.1016/j.socscimed.2020.113326
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