More than 12 billion COVID-19 vaccination shots have been administered as of August 2022, but information from active surveillance about vaccine safety is limited. Surveillance is generally based on self-reporting, making the monitoring process subjective. We study participants in Israel who received their second or third Pfizer BioNTech COVID-19 vaccination. All participants wore a Garmin Vivosmart 4 smartwatch and completed a daily questionnaire via smartphone. We compare post-vaccination smartwatch heart rate data and a Garmin-computed stress measure based on heart rate variability with data from the patient questionnaires. Using a mixed effects panel regression to remove participant-level fixed and random effects, we identify considerable changes in smartwatch measures in the 72 h post-vaccination even among participants who reported no side effects in the questionnaire. Wearable devices were more sensitive than questionnaires in determining when participants returned to baseline levels. We conclude that wearable devices can detect physiological responses following vaccination that may not be captured by patient self-reporting. More broadly, the ubiquity of smartwatches provides an opportunity to gather improved data on patient health, including active surveillance of vaccine safety.
机构:
Geisel Sch Med Dartmouth, Dartmouth Inst Hlth Policy & Clin Practice, Lebanon, NH 03766 USA
Heimerer Coll, Res Unit, Prishtina 10000, Kosovo
Evidence Synth Grp, Prishtina 10000, KosovoGeisel Sch Med Dartmouth, Dartmouth Inst Hlth Policy & Clin Practice, Lebanon, NH 03766 USA
Hoxha, Ilir
Agahi, Riaz
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机构:
Heimerer Coll, Res Unit, Prishtina 10000, KosovoGeisel Sch Med Dartmouth, Dartmouth Inst Hlth Policy & Clin Practice, Lebanon, NH 03766 USA
Agahi, Riaz
Bimbashi, Altina
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机构:
Heimerer Coll, Res Unit, Prishtina 10000, KosovoGeisel Sch Med Dartmouth, Dartmouth Inst Hlth Policy & Clin Practice, Lebanon, NH 03766 USA
Bimbashi, Altina
Aliu, Mrika
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h-index: 0
机构:
Geisel Sch Med Dartmouth, Dartmouth Inst Hlth Policy & Clin Practice, Lebanon, NH 03766 USAGeisel Sch Med Dartmouth, Dartmouth Inst Hlth Policy & Clin Practice, Lebanon, NH 03766 USA
Aliu, Mrika
Raka, Lul
论文数: 0引用数: 0
h-index: 0
机构:
Univ Prishtina, Fac Med, Prishtina 10000, KosovoGeisel Sch Med Dartmouth, Dartmouth Inst Hlth Policy & Clin Practice, Lebanon, NH 03766 USA
Raka, Lul
Bajraktari, Ilirjana
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机构:
Heimerer Coll, Res Unit, Prishtina 10000, Kosovo
European Grp Hlth Care Delivery, S-55305 Jonkoping, SwedenGeisel Sch Med Dartmouth, Dartmouth Inst Hlth Policy & Clin Practice, Lebanon, NH 03766 USA
Bajraktari, Ilirjana
Beqiri, Petrit
论文数: 0引用数: 0
h-index: 0
机构:
Heimerer Coll, Res Unit, Prishtina 10000, Kosovo
Martin Luther Univ Halle Wittenberg, Inst Hlth & Nursing Sci, Fac Med, D-06108 Halle, GermanyGeisel Sch Med Dartmouth, Dartmouth Inst Hlth Policy & Clin Practice, Lebanon, NH 03766 USA
Beqiri, Petrit
Adams, Lisa V.
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机构:
Geisel Sch Med Dartmouth, Ctr Global Hlth Equ, Hanover, NH 03755 USAGeisel Sch Med Dartmouth, Dartmouth Inst Hlth Policy & Clin Practice, Lebanon, NH 03766 USA
机构:Natl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, Japan
Okuyama, Mai
Morino, Saeko
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机构:Natl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, Japan
Morino, Saeko
Tanaka, Kaori
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机构:Natl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, Japan
Tanaka, Kaori
Nakamura-Miwa, Haruna
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机构:Natl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, Japan
Nakamura-Miwa, Haruna
Takanashi, Sayaka
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机构:Natl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, Japan
Takanashi, Sayaka
Arai, Satoru
论文数: 0引用数: 0
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机构:Natl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, Japan
Arai, Satoru
Ochiai, Masaki
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机构:
Natl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, JapanNatl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, Japan
Ochiai, Masaki
Ishii, Koji
论文数: 0引用数: 0
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机构:
Natl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, JapanNatl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, Japan
Ishii, Koji
Suzuki, Motoi
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机构:Natl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, Japan
Suzuki, Motoi
Oka, Akira
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机构:
Natl Inst Infect Dis, Dept Qual Assurance Radiat Safety & Informat Syst, Tokyo, JapanNatl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, Japan
Oka, Akira
Morio, Tomohiro
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机构:
Saitama Childrens Med Ctr, Dept Neurol, Saitama, Japan
Tokyo Med & Dent Univ TMDU, Grad Sch Med & Dent Sci, Dept Pediat & Dev Biol, Tokyo, JapanNatl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, Japan
Morio, Tomohiro
Tanaka-Taya, Keiko
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机构:
Kanagawa Prefectural Inst Publ Hlth, Kanagawa, Japan
Natl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Toyama 1-23-1,Shinjuku Ku, Tokyo 1628640, JapanNatl Inst Infect Dis, Ctr Surveillance Immunizat & Epidemiol Res, Tokyo, Japan
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Scharf, Lynn Gibbs
Adeniyi, Kafayat
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Adeniyi, Kafayat
Augustini, Emily
论文数: 0引用数: 0
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机构:Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Augustini, Emily
Boyd, Deborah
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机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Boyd, Deborah
Corvin, Laura
论文数: 0引用数: 0
h-index: 0
机构:Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Corvin, Laura
El Kalach, Roua
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机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
El Kalach, Roua
Fast, Hannah
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h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Fast, Hannah
Fath, Janet
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机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Fath, Janet
Harris, Latreace
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机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Harris, Latreace
Henderson, Danielle
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机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Henderson, Danielle
Hicks-Thomson, Jan
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Hicks-Thomson, Jan
Jones-Jack, Nkenge
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机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Jones-Jack, Nkenge
Kellerman, Amanda
论文数: 0引用数: 0
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Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Kellerman, Amanda
Khan, Agha
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机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Khan, Agha
Mcgarvey, Sunanda
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机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Mcgarvey, Sunanda
Mcgehee, Jennifer E.
论文数: 0引用数: 0
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机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Mcgehee, Jennifer E.
Miner, Christine E.
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机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Miner, Christine E.
Moore, Lori B.
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机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Moore, Lori B.
Murthy, Bhavini Patel
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Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Murthy, Bhavini Patel
Myerburg, Stuart
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Myerburg, Stuart
Neuhaus, Elizabeth
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Neuhaus, Elizabeth
Nguyen, Kimvy
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Nguyen, Kimvy
Parker, Melody
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Parker, Melody
Pierce-Richards, Susan
论文数: 0引用数: 0
h-index: 0
机构:Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Pierce-Richards, Susan
Samchok, David
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Samchok, David
Shaw, Lauren K.
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Shaw, Lauren K.
Spoto, Samantha
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Ctr Dis Control & Prevent, JMichael Consulting, Roswell, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Spoto, Samantha
Srinivasan, Arunkumar
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Srinivasan, Arunkumar
Stearle, Carla
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Stearle, Carla
Thomas, Jacob
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Never Ending Technol, Huntsville, AL USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Thomas, Jacob
Winarsky, Mark
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA
Winarsky, Mark
Zell, Elizabeth
论文数: 0引用数: 0
h-index: 0
机构:
Ctr Dis Control & Prevent, Peraton, Reston, VA USACtr Dis Control & Prevent, Vaccine Task Force, COVID Response Team, Atlanta, GA USA