Cargando…

Changes in prospectively collected longitudinal patient-generated health data are associated with short-term patient-reported outcomes after total joint arthroplasty: a pilot study

Data from wearable technology may correlate with patient-reported outcome measures (PROMs). The objective of this prospective pilot study of 22 total joint arthroplasty patients was to determine if sensor-generated data are predictive of short-term PROMs in total joint arthroplasty. Data on “average...

Descripción completa

Detalles Bibliográficos
Autores principales: Bendich, Ilya, Chung, Chris, Hwang, Kevin, Patterson, Joseph, Mulvihill, Jeff, Barry, Jeff, Bini, Stefano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6470351/
https://www.ncbi.nlm.nih.gov/pubmed/31020024
http://dx.doi.org/10.1016/j.artd.2019.01.005
_version_ 1783411779664084992
author Bendich, Ilya
Chung, Chris
Hwang, Kevin
Patterson, Joseph
Mulvihill, Jeff
Barry, Jeff
Bini, Stefano
author_facet Bendich, Ilya
Chung, Chris
Hwang, Kevin
Patterson, Joseph
Mulvihill, Jeff
Barry, Jeff
Bini, Stefano
author_sort Bendich, Ilya
collection PubMed
description Data from wearable technology may correlate with patient-reported outcome measures (PROMs). The objective of this prospective pilot study of 22 total joint arthroplasty patients was to determine if sensor-generated data are predictive of short-term PROMs in total joint arthroplasty. Data on “average daily step count” and “average daily minutes active” were generated by the provided wearable sensor preoperatively and up to 6 weeks postoperatively. PROMs were collected preoperatively and at 6 weeks postoperatively. Changes in PROMs were calculated as “Δ”. Linear regression of the sensor data and PROMs generated R(2) values. Changes in the average daily step count from preop to 6-week postop strongly associated with changes in Veterans Rand 12 Physical Component Score (R(2) = 0.4532) from preop to 6 weeks. Changes in average daily minutes active from preop to 6-weeks postop were strongly associated with ΔHOOS/KOOS (R(2) = 0.4858).
format Online
Article
Text
id pubmed-6470351
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-64703512019-04-24 Changes in prospectively collected longitudinal patient-generated health data are associated with short-term patient-reported outcomes after total joint arthroplasty: a pilot study Bendich, Ilya Chung, Chris Hwang, Kevin Patterson, Joseph Mulvihill, Jeff Barry, Jeff Bini, Stefano Arthroplast Today Brief communication Data from wearable technology may correlate with patient-reported outcome measures (PROMs). The objective of this prospective pilot study of 22 total joint arthroplasty patients was to determine if sensor-generated data are predictive of short-term PROMs in total joint arthroplasty. Data on “average daily step count” and “average daily minutes active” were generated by the provided wearable sensor preoperatively and up to 6 weeks postoperatively. PROMs were collected preoperatively and at 6 weeks postoperatively. Changes in PROMs were calculated as “Δ”. Linear regression of the sensor data and PROMs generated R(2) values. Changes in the average daily step count from preop to 6-week postop strongly associated with changes in Veterans Rand 12 Physical Component Score (R(2) = 0.4532) from preop to 6 weeks. Changes in average daily minutes active from preop to 6-weeks postop were strongly associated with ΔHOOS/KOOS (R(2) = 0.4858). Elsevier 2019-03-14 /pmc/articles/PMC6470351/ /pubmed/31020024 http://dx.doi.org/10.1016/j.artd.2019.01.005 Text en © 2019 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Brief communication
Bendich, Ilya
Chung, Chris
Hwang, Kevin
Patterson, Joseph
Mulvihill, Jeff
Barry, Jeff
Bini, Stefano
Changes in prospectively collected longitudinal patient-generated health data are associated with short-term patient-reported outcomes after total joint arthroplasty: a pilot study
title Changes in prospectively collected longitudinal patient-generated health data are associated with short-term patient-reported outcomes after total joint arthroplasty: a pilot study
title_full Changes in prospectively collected longitudinal patient-generated health data are associated with short-term patient-reported outcomes after total joint arthroplasty: a pilot study
title_fullStr Changes in prospectively collected longitudinal patient-generated health data are associated with short-term patient-reported outcomes after total joint arthroplasty: a pilot study
title_full_unstemmed Changes in prospectively collected longitudinal patient-generated health data are associated with short-term patient-reported outcomes after total joint arthroplasty: a pilot study
title_short Changes in prospectively collected longitudinal patient-generated health data are associated with short-term patient-reported outcomes after total joint arthroplasty: a pilot study
title_sort changes in prospectively collected longitudinal patient-generated health data are associated with short-term patient-reported outcomes after total joint arthroplasty: a pilot study
topic Brief communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6470351/
https://www.ncbi.nlm.nih.gov/pubmed/31020024
http://dx.doi.org/10.1016/j.artd.2019.01.005
work_keys_str_mv AT bendichilya changesinprospectivelycollectedlongitudinalpatientgeneratedhealthdataareassociatedwithshorttermpatientreportedoutcomesaftertotaljointarthroplastyapilotstudy
AT chungchris changesinprospectivelycollectedlongitudinalpatientgeneratedhealthdataareassociatedwithshorttermpatientreportedoutcomesaftertotaljointarthroplastyapilotstudy
AT hwangkevin changesinprospectivelycollectedlongitudinalpatientgeneratedhealthdataareassociatedwithshorttermpatientreportedoutcomesaftertotaljointarthroplastyapilotstudy
AT pattersonjoseph changesinprospectivelycollectedlongitudinalpatientgeneratedhealthdataareassociatedwithshorttermpatientreportedoutcomesaftertotaljointarthroplastyapilotstudy
AT mulvihilljeff changesinprospectivelycollectedlongitudinalpatientgeneratedhealthdataareassociatedwithshorttermpatientreportedoutcomesaftertotaljointarthroplastyapilotstudy
AT barryjeff changesinprospectivelycollectedlongitudinalpatientgeneratedhealthdataareassociatedwithshorttermpatientreportedoutcomesaftertotaljointarthroplastyapilotstudy
AT binistefano changesinprospectivelycollectedlongitudinalpatientgeneratedhealthdataareassociatedwithshorttermpatientreportedoutcomesaftertotaljointarthroplastyapilotstudy