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1. A megastudy of text-based nudges encouraging patients to get vaccinated at an upcoming doctor’s appointment

Author

Milkman, Katherine L., Patel, Mitesh S., Gandhi, Linnea, Graci, Heather N., Gromet, Dena M., Ho, Hung, Kay, Joseph S., Lee, Timothy W., Akinola, Modupe, Beshears, John, Bogard, Jonathan E., Buttenheim, Alison, Chabris, Christopher F., Chapman, Gretchen B., Choi, James J., Dai, Hengchen, Fox, Craig R., Goren, Amir, Hilchey, Matthew D., Hmurovic, Jillian, John, Leslie K., Karlan, Dean, Kim, Melanie, Laibson, David, Lamberton, Cait, Madrian, Brigitte C., Meyer, Michelle N., Modanu, Maria, Nam, Jimin, Rogers, Todd, Rondina, Renante, Saccardo, Silvia, Shermohammed, Maheen, Soman, Dilip, Sparks, Jehan, Warren, Caleb, Weber, Megan, Berman, Ron, Evans, Chalanda N., Snider, Christopher K., Tsukayama, Eli, Van den Bulte, Christophe, Volpp, Kevin G., and Duckworth, Angela L.

Published
2021

3. A Randomized Trial of Behavioral Nudges Delivered Through Text Messages to Increase Influenza Vaccination Among Patients With an Upcoming Primary Care Visit

Author

Patel, Mitesh S., primary, Milkman, Katherine L., additional, Gandhi, Linnea, additional, Graci, Heather N., additional, Gromet, Dena, additional, Ho, Hung, additional, Kay, Joseph S., additional, Lee, Timothy W., additional, Rothschild, Jake, additional, Akinola, Modupe, additional, Beshears, John, additional, Bogard, Jonathan E., additional, Buttenheim, Alison, additional, Chabris, Christopher, additional, Chapman, Gretchen B., additional, Choi, James J., additional, Dai, Hengchen, additional, Fox, Craig R., additional, Goren, Amir, additional, Hilchey, Matthew D., additional, Hmurovic, Jillian, additional, John, Leslie K., additional, Karlan, Dean, additional, Kim, Melanie, additional, Laibson, David, additional, Lamberton, Cait, additional, Madrian, Brigitte C., additional, Meyer, Michelle N., additional, Modanu, Maria, additional, Nam, Jimin, additional, Rogers, Todd, additional, Rondina, Renante, additional, Saccardo, Silvia, additional, Shermohammed, Maheen, additional, Soman, Dilip, additional, Sparks, Jehan, additional, Warren, Caleb, additional, Weber, Megan, additional, Berman, Ron, additional, Evans, Chalanda N., additional, Lee, Seung Hyeong, additional, Snider, Christopher K., additional, Tsukayama, Eli, additional, Van den Bulte, Christophe, additional, Volpp, Kevin G., additional, and Duckworth, Angela L., additional

Published
2022
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4. Supplemental material - A Randomized Trial of Behavioral Nudges Delivered Through Text Messages to Increase Influenza Vaccination Among Patients With an Upcoming Primary Care Visit

Author

Patel, Mitesh S., Milkman, Katherine L., Gandhi, Linnea, Graci, Heather N., Gromet, Dena, Ho, Hung, Kay, Joseph S., Lee, Timothy W., Rothschild, Jake, Akinola, Modupe, Beshears, John, Bogard, Jonathan E., Buttenheim, Alison, Chabris, Christopher, Chapman, Gretchen B., Choi, James J., Dai, Hengchen, Fox, Craig R., Goren, Amir, Hilchey, Matthew D., Hmurovic, Jillian, John, Leslie K., Karlan, Dean, Kim, Melanie, Laibson, David, Lamberton, Cait, Madrian, Brigitte C., Meyer, Michelle N., Modanu, Maria, Nam, Jimin, Rogers, Todd, Rondina, Renante, Saccardo, Silvia, Shermohammed, Maheen, Soman, Dilip, Sparks, Jehan, Warren, Caleb, Weber, Megan, Berman, Ron, Evans, Chalanda N., Lee, Seung Hyeong, Snider, Christopher K., Tsukayama, Eli, Van den Bulte, Christophe, Volpp, Kevin G., and Duckworth, Angela L.

Subjects
111799 Public Health and Health Services not elsewhere classified, FOS: Health sciences
Abstract

Supplemental material for A Randomized Trial of Behavioral Nudges Delivered Through Text Messages to Increase Influenza Vaccination Among Patients With an Upcoming Primary Care Visit by Mitesh Patel, Katherine L. Milkman, Linnea Gandhi, Heather N. Graci, Dena Gromet, Hung Ho, Joseph S. Kay, Timothy W. Lee, Jake Rothschild, Modupe Akinola, John Beshears, Jonathan E. Bogard, Alison Buttenheim, Christopher Chabris, Gretchen B. Chapman, James J. Choi, Hengchen Dai, Craig R. Fox, Amir Goren, Matthew D. Hilchey, Jillian Hmurovic, Leslie K. John, Dean Karlan, Melanie Kim, David Laibson, Cait Lamberton, Brigitte C. Madrian, Michelle N. Meyer, Maria Modanu, Jimin Nam, Todd Rogers, Renante Rondina, Silvia Saccardo, Maheen Shermohammed, Dilip Soman, Jehan Sparks, Caleb Warren, Megan Weber, Ron Berman, Chalanda N. Evans, Seung Hyeong Lee, Christopher K. Snider, Eli Tsukayama, Christophe Van den Bulte, Kevin G. Volpp, and Angela L. Duckworth in American Journal of Health Promotion

Published
2022
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6. A Randomized Trial of Behavioral Nudges Delivered Through Text Messages to Increase Influenza Vaccination Among Patients With an Upcoming Primary Care Visit

Author

Patel, Mitesh S., Milkman, Katherine L., Gandhi, Linnea, Graci, Heather N., Gromet, Dena, Ho, Hung, Kay, Joseph S., Lee, Timothy W., Rothschild, Jake, Akinola, Modupe, Beshears, John, Bogard, Jonathan E., Buttenheim, Alison, Chabris, Christopher, Chapman, Gretchen B., Choi, James J., Dai, Hengchen, Fox, Craig R., Goren, Amir, Hilchey, Matthew D., Hmurovic, Jillian, John, Leslie K., Karlan, Dean, Kim, Melanie, Laibson, David, Lamberton, Cait, Madrian, Brigitte C., Meyer, Michelle N., Modanu, Maria, Nam, Jimin, Rogers, Todd, Rondina, Renante, Saccardo, Silvia, Shermohammed, Maheen, Soman, Dilip, Sparks, Jehan, Warren, Caleb, Weber, Megan, Berman, Ron, Evans, Chalanda N., Lee, Seung Hyeong, Snider, Christopher K., Tsukayama, Eli, Van den Bulte, Christophe, Volpp, Kevin G., and Duckworth, Angela L.

Abstract

Purpose To evaluate if nudges delivered by text message prior to an upcoming primary care visit can increase influenza vaccination rates.Design Randomized, controlled trial.Setting Two health systems in the Northeastern US between September 2020 and March 2021.Subjects 74,811 adults.Interventions Patients in the 19 intervention arms received 1-2 text messages in the 3 days preceding their appointment that varied in their format, interactivity, and content.Measures Influenza vaccination.Analysis Intention-to-treat.Results Participants had a mean (SD) age of 50.7 (16.2) years; 55.8% (41,771) were female, 70.6% (52,826) were White, and 19.0% (14,222) were Black. Among the interventions, 5 of 19 (26.3%) had a significantly greater vaccination rate than control. On average, the 19 interventions increased vaccination relative to control by 1.8 percentage points or 6.1% (P= .005). The top performing text message described the vaccine to the patient as “reserved for you” and led to a 3.1 percentage point increase (95% CI, 1.3 to 4.9; P< .001) in vaccination relative to control. Three of the top five performing messages described the vaccine as “reserved for you.” None of the interventions performed worse than control.Conclusions Text messages encouraging vaccination and delivered prior to an upcoming appointment significantly increased influenza vaccination rates and could be a scalable approach to increase vaccination more broadly.

Published
2023
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8. A Mega-Study of Text-Based Nudges Encouraging Patients to Get Vaccinated at an Upcoming Doctor’s Appointment

Author

Milkman, Katherine L., primary, Patel, Mitesh S., additional, Gandhi, Linnea, additional, Graci, Heather, additional, Gromet, Dena, additional, Ho, Quoc Dang Hung, additional, Kay, Joseph, additional, Lee, Timothy, additional, Akinola, Modupe, additional, Beshears, John, additional, Bogard, Jonathan, additional, Buttenheim, Alison, additional, Chabris, Christopher, additional, Chapman, Gretchen B., additional, Choi, James J., additional, Dai, Hengchen, additional, Fox, Craig R., additional, Goren, Amir, additional, Hilchey, Matthew, additional, Hmurovic, Jillian, additional, John, Leslie, additional, Karlan, Dean, additional, Kim, Melanie, additional, Laibson, David I., additional, Lamberton, Cait, additional, Madrian, Brigitte C., additional, Meyer, Michelle N., additional, Modanu, Maria, additional, Nam, Jimin, additional, Rogers, Todd, additional, Rondina, Renante, additional, Saccardo, Silvia, additional, Shermohammed, Maheen, additional, Soman, Dilip, additional, Sparks, Jehan, additional, Warren, Caleb, additional, Weber, Megan, additional, Berman, Ron, additional, Evans, Chalanda, additional, Snider, Christopher, additional, Tsukayama, Eli, additional, Van den Bulte, Christophe, additional, Volpp, Kevin, additional, and Duckworth, Angela, additional

Published
2021
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14. Note types and coding in Parid vocalizations: The chick-a-dee call of the boreal chickadee (Poecile hudsonicus).

Author

Moscicki, Michele K., Hoeschele, Marisa, Bloomfield, Laurie L., Modanu, Maria, Charrier, Isabelle, and Sturdy, Christopher B.

Subjects
ANIMAL communication, HARMONICS (Music theory), BIRD vocalizations, ANIMAL sound production, BOREAL chickadee, ANALYSIS of variance
Abstract

An important first step in characterizing a vocalization is to classify, describe, and measure the elements of that vocalization. Here, this methodology is employed to study the chick-a-dee call of the boreal chickadee (Poecile hudsonicus). The note types (A, B, C, D, and Dh) in a sample of boreal chickadee calls are identified and described, spectral and temporal features of each note type are analyzed, and production phenomena in each note type are identified and quantified. Acoustic variability is compared across note types and individuals to determine potential features used for note-type and individual discrimination. Frequency measures appear to be the most useful features for identifying note types and individuals, though total duration may also be useful. Call syntax reveals that boreal chick-a-dee calls follow a general rule of note-type order, namely A-B-C-Dh-D, and that any note type in this sequence may be repeated or omitted. This work provides a thorough description of the boreal chickadee chick-a-dee call and will serve as a foundation for future studies aimed at elucidating this call's functional significance within this species, as well as for studies comparing chick-a-dee calls across Poecile species. [ABSTRACT FROM AUTHOR]

Published
2011
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