Cargando…
Recruitment via social media: advantages and potential biases
BACKGROUND: Adolescent and young adult (AYA) cancer survivors are under-represented in research. Social media is increasingly used for recruitment given its ability to reach large audiences. Differences in participant characteristics and potential biases due to recruitment source are not well unders...
Autores principales: | , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6685119/ https://www.ncbi.nlm.nih.gov/pubmed/31431827 http://dx.doi.org/10.1177/2055207619867223 |
_version_ | 1783442344382562304 |
---|---|
author | Benedict, Catherine Hahn, Alexandria L Diefenbach, Michael A Ford, Jennifer S |
author_facet | Benedict, Catherine Hahn, Alexandria L Diefenbach, Michael A Ford, Jennifer S |
author_sort | Benedict, Catherine |
collection | PubMed |
description | BACKGROUND: Adolescent and young adult (AYA) cancer survivors are under-represented in research. Social media is increasingly used for recruitment given its ability to reach large audiences. Differences in participant characteristics and potential biases due to recruitment source are not well understood. PURPOSE: This study aimed to: (a) compare recruitment strategies (hospital-based v. social media) in enrollment metrics, and (b) among enrolled participants, evaluate group differences in patient characteristics and patient reported outcomes (PROs). METHODS: Preliminary data from a cancer and fertility study with female AYAs were evaluated. Hospital-based recruitment used electronic medical records (EMR) to identify eligible patients. Social media recruitment involved posting on partner organizations’ social media outlets. PROs included validated measures related to the parent study. Descriptive statistics evaluated recruitment metrics. Independent samples t-tests and chi-square identified differences in participant characteristics and PROs based on recruitment. RESULTS: Social media yielded a higher enrollment rate (37%; n = 54/146) compared with hospital-based recruitment (7%; n = 21/289) and required fewer study resources. Compared with hospital-based recruitment, participants from social media were more likely to be White (p = 0.01), with a longer time since treatment (p = 0.03); and reported higher levels of reproductive concern (p = 0.004) and negative mood (p = 0.02), and more negative illness perceptions (ps < 0.05). CONCLUSION: Recruitment via social media may be a more effective and efficient strategy compared with hospital-based methods. However, group differences were identified that could bias findings and limit generalizability. Advantages of social media should be considered with an understanding of how methodology may impact enrollment and results. |
format | Online Article Text |
id | pubmed-6685119 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-66851192019-08-20 Recruitment via social media: advantages and potential biases Benedict, Catherine Hahn, Alexandria L Diefenbach, Michael A Ford, Jennifer S Digit Health Original Research BACKGROUND: Adolescent and young adult (AYA) cancer survivors are under-represented in research. Social media is increasingly used for recruitment given its ability to reach large audiences. Differences in participant characteristics and potential biases due to recruitment source are not well understood. PURPOSE: This study aimed to: (a) compare recruitment strategies (hospital-based v. social media) in enrollment metrics, and (b) among enrolled participants, evaluate group differences in patient characteristics and patient reported outcomes (PROs). METHODS: Preliminary data from a cancer and fertility study with female AYAs were evaluated. Hospital-based recruitment used electronic medical records (EMR) to identify eligible patients. Social media recruitment involved posting on partner organizations’ social media outlets. PROs included validated measures related to the parent study. Descriptive statistics evaluated recruitment metrics. Independent samples t-tests and chi-square identified differences in participant characteristics and PROs based on recruitment. RESULTS: Social media yielded a higher enrollment rate (37%; n = 54/146) compared with hospital-based recruitment (7%; n = 21/289) and required fewer study resources. Compared with hospital-based recruitment, participants from social media were more likely to be White (p = 0.01), with a longer time since treatment (p = 0.03); and reported higher levels of reproductive concern (p = 0.004) and negative mood (p = 0.02), and more negative illness perceptions (ps < 0.05). CONCLUSION: Recruitment via social media may be a more effective and efficient strategy compared with hospital-based methods. However, group differences were identified that could bias findings and limit generalizability. Advantages of social media should be considered with an understanding of how methodology may impact enrollment and results. SAGE Publications 2019-08-06 /pmc/articles/PMC6685119/ /pubmed/31431827 http://dx.doi.org/10.1177/2055207619867223 Text en © The Author(s) 2019 http://creativecommons.org/licenses/by-nc-nd/4.0/ Creative Commons NonCommercial-NoDerivs CC BY-NC-ND: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 License (http://www.creativecommons.org/licenses/by-nc-nd/4.0/) which permits non-commercial use, reproduction and distribution of the work as published without adaptation or alteration, without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Research Benedict, Catherine Hahn, Alexandria L Diefenbach, Michael A Ford, Jennifer S Recruitment via social media: advantages and potential biases |
title | Recruitment via social media: advantages and potential biases |
title_full | Recruitment via social media: advantages and potential biases |
title_fullStr | Recruitment via social media: advantages and potential biases |
title_full_unstemmed | Recruitment via social media: advantages and potential biases |
title_short | Recruitment via social media: advantages and potential biases |
title_sort | recruitment via social media: advantages and potential biases |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6685119/ https://www.ncbi.nlm.nih.gov/pubmed/31431827 http://dx.doi.org/10.1177/2055207619867223 |
work_keys_str_mv | AT benedictcatherine recruitmentviasocialmediaadvantagesandpotentialbiases AT hahnalexandrial recruitmentviasocialmediaadvantagesandpotentialbiases AT diefenbachmichaela recruitmentviasocialmediaadvantagesandpotentialbiases AT fordjennifers recruitmentviasocialmediaadvantagesandpotentialbiases |