Cargando…
A 680,000-person megastudy of nudges to encourage vaccination in pharmacies
Encouraging vaccination is a pressing policy problem. To assess whether text-based reminders can encourage pharmacy vaccination and what kinds of messages work best, we conducted a megastudy. We randomly assigned 689,693 Walmart pharmacy patients to receive one of 22 different text reminders using a...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
National Academy of Sciences
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8833156/ https://www.ncbi.nlm.nih.gov/pubmed/35105809 http://dx.doi.org/10.1073/pnas.2115126119 |
_version_ | 1784648865602863104 |
---|---|
author | Milkman, Katherine L. Gandhi, Linnea Patel, Mitesh S. Graci, Heather N. Gromet, Dena M. Ho, Hung Kay, Joseph S. Lee, Timothy W. Rothschild, Jake Bogard, Jonathan E. Brody, Ilana Chabris, Christopher F. Chang, Edward Chapman, Gretchen B. Dannals, Jennifer E. Goldstein, Noah J. Goren, Amir Hershfield, Hal Hirsch, Alex Hmurovic, Jillian Horn, Samantha Karlan, Dean S. Kristal, Ariella S. Lamberton, Cait Meyer, Michelle N. Oakes, Allison H. Schweitzer, Maurice E. Shermohammed, Maheen Talloen, Joachim Warren, Caleb Whillans, Ashley Yadav, Kuldeep N. Zlatev, Julian J. Berman, Ron Evans, Chalanda N. Ladhania, Rahul Ludwig, Jens Mazar, Nina Mullainathan, Sendhil Snider, Christopher K. Spiess, Jann Tsukayama, Eli Ungar, Lyle Van den Bulte, Christophe Volpp, Kevin G. Duckworth, Angela L. |
author_facet | Milkman, Katherine L. Gandhi, Linnea Patel, Mitesh S. Graci, Heather N. Gromet, Dena M. Ho, Hung Kay, Joseph S. Lee, Timothy W. Rothschild, Jake Bogard, Jonathan E. Brody, Ilana Chabris, Christopher F. Chang, Edward Chapman, Gretchen B. Dannals, Jennifer E. Goldstein, Noah J. Goren, Amir Hershfield, Hal Hirsch, Alex Hmurovic, Jillian Horn, Samantha Karlan, Dean S. Kristal, Ariella S. Lamberton, Cait Meyer, Michelle N. Oakes, Allison H. Schweitzer, Maurice E. Shermohammed, Maheen Talloen, Joachim Warren, Caleb Whillans, Ashley Yadav, Kuldeep N. Zlatev, Julian J. Berman, Ron Evans, Chalanda N. Ladhania, Rahul Ludwig, Jens Mazar, Nina Mullainathan, Sendhil Snider, Christopher K. Spiess, Jann Tsukayama, Eli Ungar, Lyle Van den Bulte, Christophe Volpp, Kevin G. Duckworth, Angela L. |
author_sort | Milkman, Katherine L. |
collection | PubMed |
description | Encouraging vaccination is a pressing policy problem. To assess whether text-based reminders can encourage pharmacy vaccination and what kinds of messages work best, we conducted a megastudy. We randomly assigned 689,693 Walmart pharmacy patients to receive one of 22 different text reminders using a variety of different behavioral science principles to nudge flu vaccination or to a business-as-usual control condition that received no messages. We found that the reminder texts that we tested increased pharmacy vaccination rates by an average of 2.0 percentage points, or 6.8%, over a 3-mo follow-up period. The most-effective messages reminded patients that a flu shot was waiting for them and delivered reminders on multiple days. The top-performing intervention included two texts delivered 3 d apart and communicated to patients that a vaccine was “waiting for you.” Neither experts nor lay people anticipated that this would be the best-performing treatment, underscoring the value of simultaneously testing many different nudges in a highly powered megastudy. |
format | Online Article Text |
id | pubmed-8833156 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | National Academy of Sciences |
record_format | MEDLINE/PubMed |
spelling | pubmed-88331562022-02-18 A 680,000-person megastudy of nudges to encourage vaccination in pharmacies Milkman, Katherine L. Gandhi, Linnea Patel, Mitesh S. Graci, Heather N. Gromet, Dena M. Ho, Hung Kay, Joseph S. Lee, Timothy W. Rothschild, Jake Bogard, Jonathan E. Brody, Ilana Chabris, Christopher F. Chang, Edward Chapman, Gretchen B. Dannals, Jennifer E. Goldstein, Noah J. Goren, Amir Hershfield, Hal Hirsch, Alex Hmurovic, Jillian Horn, Samantha Karlan, Dean S. Kristal, Ariella S. Lamberton, Cait Meyer, Michelle N. Oakes, Allison H. Schweitzer, Maurice E. Shermohammed, Maheen Talloen, Joachim Warren, Caleb Whillans, Ashley Yadav, Kuldeep N. Zlatev, Julian J. Berman, Ron Evans, Chalanda N. Ladhania, Rahul Ludwig, Jens Mazar, Nina Mullainathan, Sendhil Snider, Christopher K. Spiess, Jann Tsukayama, Eli Ungar, Lyle Van den Bulte, Christophe Volpp, Kevin G. Duckworth, Angela L. Proc Natl Acad Sci U S A Social Sciences Encouraging vaccination is a pressing policy problem. To assess whether text-based reminders can encourage pharmacy vaccination and what kinds of messages work best, we conducted a megastudy. We randomly assigned 689,693 Walmart pharmacy patients to receive one of 22 different text reminders using a variety of different behavioral science principles to nudge flu vaccination or to a business-as-usual control condition that received no messages. We found that the reminder texts that we tested increased pharmacy vaccination rates by an average of 2.0 percentage points, or 6.8%, over a 3-mo follow-up period. The most-effective messages reminded patients that a flu shot was waiting for them and delivered reminders on multiple days. The top-performing intervention included two texts delivered 3 d apart and communicated to patients that a vaccine was “waiting for you.” Neither experts nor lay people anticipated that this would be the best-performing treatment, underscoring the value of simultaneously testing many different nudges in a highly powered megastudy. National Academy of Sciences 2022-02-01 2022-02-08 /pmc/articles/PMC8833156/ /pubmed/35105809 http://dx.doi.org/10.1073/pnas.2115126119 Text en Copyright © 2022 the Author(s). Published by PNAS. https://creativecommons.org/licenses/by-nc-nd/4.0/This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Social Sciences Milkman, Katherine L. Gandhi, Linnea Patel, Mitesh S. Graci, Heather N. Gromet, Dena M. Ho, Hung Kay, Joseph S. Lee, Timothy W. Rothschild, Jake Bogard, Jonathan E. Brody, Ilana Chabris, Christopher F. Chang, Edward Chapman, Gretchen B. Dannals, Jennifer E. Goldstein, Noah J. Goren, Amir Hershfield, Hal Hirsch, Alex Hmurovic, Jillian Horn, Samantha Karlan, Dean S. Kristal, Ariella S. Lamberton, Cait Meyer, Michelle N. Oakes, Allison H. Schweitzer, Maurice E. Shermohammed, Maheen Talloen, Joachim Warren, Caleb Whillans, Ashley Yadav, Kuldeep N. Zlatev, Julian J. Berman, Ron Evans, Chalanda N. Ladhania, Rahul Ludwig, Jens Mazar, Nina Mullainathan, Sendhil Snider, Christopher K. Spiess, Jann Tsukayama, Eli Ungar, Lyle Van den Bulte, Christophe Volpp, Kevin G. Duckworth, Angela L. A 680,000-person megastudy of nudges to encourage vaccination in pharmacies |
title | A 680,000-person megastudy of nudges to encourage vaccination in pharmacies |
title_full | A 680,000-person megastudy of nudges to encourage vaccination in pharmacies |
title_fullStr | A 680,000-person megastudy of nudges to encourage vaccination in pharmacies |
title_full_unstemmed | A 680,000-person megastudy of nudges to encourage vaccination in pharmacies |
title_short | A 680,000-person megastudy of nudges to encourage vaccination in pharmacies |
title_sort | 680,000-person megastudy of nudges to encourage vaccination in pharmacies |
topic | Social Sciences |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8833156/ https://www.ncbi.nlm.nih.gov/pubmed/35105809 http://dx.doi.org/10.1073/pnas.2115126119 |
work_keys_str_mv | AT milkmankatherinel a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT gandhilinnea a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT patelmiteshs a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT graciheathern a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT grometdenam a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT hohung a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT kayjosephs a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT leetimothyw a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT rothschildjake a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT bogardjonathane a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT brodyilana a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT chabrischristopherf a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT changedward a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT chapmangretchenb a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT dannalsjennifere a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT goldsteinnoahj a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT gorenamir a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT hershfieldhal a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT hirschalex a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT hmurovicjillian a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT hornsamantha a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT karlandeans a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT kristalariellas a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT lambertoncait a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT meyermichellen a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT oakesallisonh a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT schweitzermauricee a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT shermohammedmaheen a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT talloenjoachim a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT warrencaleb a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT whillansashley a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT yadavkuldeepn a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT zlatevjulianj a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT bermanron a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT evanschalandan a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT ladhaniarahul a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT ludwigjens a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT mazarnina a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT mullainathansendhil a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT sniderchristopherk a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT spiessjann a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT tsukayamaeli a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT ungarlyle a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT vandenbultechristophe a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT volppkeving a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT duckworthangelal a680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT milkmankatherinel 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT gandhilinnea 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT patelmiteshs 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT graciheathern 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT grometdenam 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT hohung 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT kayjosephs 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT leetimothyw 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT rothschildjake 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT bogardjonathane 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT brodyilana 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT chabrischristopherf 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT changedward 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT chapmangretchenb 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT dannalsjennifere 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT goldsteinnoahj 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT gorenamir 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT hershfieldhal 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT hirschalex 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT hmurovicjillian 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT hornsamantha 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT karlandeans 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT kristalariellas 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT lambertoncait 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT meyermichellen 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT oakesallisonh 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT schweitzermauricee 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT shermohammedmaheen 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT talloenjoachim 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT warrencaleb 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT whillansashley 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT yadavkuldeepn 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT zlatevjulianj 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT bermanron 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT evanschalandan 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT ladhaniarahul 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT ludwigjens 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT mazarnina 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT mullainathansendhil 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT sniderchristopherk 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT spiessjann 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT tsukayamaeli 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT ungarlyle 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT vandenbultechristophe 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT volppkeving 680000personmegastudyofnudgestoencouragevaccinationinpharmacies AT duckworthangelal 680000personmegastudyofnudgestoencouragevaccinationinpharmacies |