Stepping Up Recovery: Integrating Patient Reported Outcome Measures and Wearable Technology for Rehabilitation Following Knee Arthroplasty
Improvement after knee arthroplasty (KA) is often measured using patient-reported outcome measures (PROMs). However, PROMs are limited due to their subjectivity. Therefore, wearable technology is becoming commonly utilized to objectively assess physical activity and function. We assessed the correla...
Saved in:
Published in | The Journal of knee surgery |
---|---|
Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Germany
01.08.2024
|
Online Access | Get more information |
ISSN | 1938-2480 |
DOI | 10.1055/a-2315-8110 |
Cover
Loading…
Abstract | Improvement after knee arthroplasty (KA) is often measured using patient-reported outcome measures (PROMs). However, PROMs are limited due to their subjectivity. Therefore, wearable technology is becoming commonly utilized to objectively assess physical activity and function. We assessed the correlation between PROMs and step/stair flight counts in total (TKA) and partial knee arthroplasty (PKA) patients.
Analysis of a multicenter prospective longitudinal cohort study investigating the collection of average daily step and stair flight counts, was performed. Subjects (N=1,844 TKA patients and N=489 PKA patients) completed the Knee Injury and Osteoarthritis Outcome Score for Joint Replacement (KOOS JR) and provided numerical rating scale pain scores pre- and postoperatively. Only patients who reported living in a multi-level home environment (N=896 TKA patients and N=258 PKA patients) were included in analysis of stair flight counts Pearson correlation coefficients were calculated to determine correlations between variables.
Among TKA patients, pain scores demonstrated a negative correlation to mean step counts at preoperative (r=-0.14, p<0.0001) and 1-month follow-up (r=-0.14, p<0.0001). Similar negative correlations were true for pain and stair flight counts at preoperative (r=-0.16, p<0.0001) and 1-month follow-up (r=-0.11, p=0.006). KOOS JR scores demonstrated weak positive correlations with mean step counts at preoperative (r=0.19, p<0.0001) and 1-month postoperative (r=0.17, p<0.0001). Similar positive correlations were true for KOOS JR scores and stair flight counts preoperatively (r=0.13, p=0.0002) and at 1-month postoperatively (r=0.10, p=0.0048). For PKA patients, correlations between pain and KOOS JR with step/stair counts demonstrated similar directionality.
Given the correlation between wearable-generated data and PROMs, wearable technology may be beneficial in evaluating patient outcomes following KA. By combining subjective feedback with the objective data, healthcare providers can gain a holistic view of patients' progress and tailor treatment plans accordingly. |
---|---|
AbstractList | Improvement after knee arthroplasty (KA) is often measured using patient-reported outcome measures (PROMs). However, PROMs are limited due to their subjectivity. Therefore, wearable technology is becoming commonly utilized to objectively assess physical activity and function. We assessed the correlation between PROMs and step/stair flight counts in total (TKA) and partial knee arthroplasty (PKA) patients.
Analysis of a multicenter prospective longitudinal cohort study investigating the collection of average daily step and stair flight counts, was performed. Subjects (N=1,844 TKA patients and N=489 PKA patients) completed the Knee Injury and Osteoarthritis Outcome Score for Joint Replacement (KOOS JR) and provided numerical rating scale pain scores pre- and postoperatively. Only patients who reported living in a multi-level home environment (N=896 TKA patients and N=258 PKA patients) were included in analysis of stair flight counts Pearson correlation coefficients were calculated to determine correlations between variables.
Among TKA patients, pain scores demonstrated a negative correlation to mean step counts at preoperative (r=-0.14, p<0.0001) and 1-month follow-up (r=-0.14, p<0.0001). Similar negative correlations were true for pain and stair flight counts at preoperative (r=-0.16, p<0.0001) and 1-month follow-up (r=-0.11, p=0.006). KOOS JR scores demonstrated weak positive correlations with mean step counts at preoperative (r=0.19, p<0.0001) and 1-month postoperative (r=0.17, p<0.0001). Similar positive correlations were true for KOOS JR scores and stair flight counts preoperatively (r=0.13, p=0.0002) and at 1-month postoperatively (r=0.10, p=0.0048). For PKA patients, correlations between pain and KOOS JR with step/stair counts demonstrated similar directionality.
Given the correlation between wearable-generated data and PROMs, wearable technology may be beneficial in evaluating patient outcomes following KA. By combining subjective feedback with the objective data, healthcare providers can gain a holistic view of patients' progress and tailor treatment plans accordingly. |
Author | Huffman, Nickelas Murray, Trevor Kamath, Atul F Piuzzi, Nicolas S Higuera, Carlos A Pasqualini, Ignacio Klika, Alison K Deren, Matthew |
Author_xml | – sequence: 1 givenname: Ignacio surname: Pasqualini fullname: Pasqualini, Ignacio organization: Orthopedic Surgery, Cleveland Clinic, Cleveland, United States – sequence: 2 givenname: Nickelas orcidid: 0009-0002-0610-3919 surname: Huffman fullname: Huffman, Nickelas organization: Orthopaedic Surgery, Cleveland Clinic, Cleveland, United States – sequence: 3 givenname: Alison K surname: Klika fullname: Klika, Alison K organization: Orthopaedic Surgery, Cleveland Clinic, Cleveland, United States – sequence: 4 givenname: Atul F surname: Kamath fullname: Kamath, Atul F organization: Orthopaedic Surgery, Cleveland Clinic, Cleveland, United States – sequence: 5 givenname: Carlos A surname: Higuera fullname: Higuera, Carlos A organization: Levitetz Department of Orthopaedic Surgery, Cleveland Clinic Florida, Weston, United States – sequence: 6 givenname: Matthew surname: Deren fullname: Deren, Matthew organization: Orthopaedic Surgery, Cleveland Clinic, Cleveland, United States – sequence: 7 givenname: Trevor surname: Murray fullname: Murray, Trevor organization: Orthopedic Surgery, Cleveland Clinic, Cleveland, United States – sequence: 8 givenname: Nicolas S orcidid: 0000-0003-3007-7538 surname: Piuzzi fullname: Piuzzi, Nicolas S organization: Instituto Universitario del Hospital Italiano de Buenos Aires, Buenos Aires, Argentina |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38677297$$D View this record in MEDLINE/PubMed |
BookMark | eNo1kMtKw0AYhQdR7EVX7mVeIDq3XMZdKVaLlYq2uCz_JH_aSDoTJlMlr-BTm6KuzoGP8y3OiJxaZ5GQK85uOIvjW4iE5HGUcc5OyJBrmUVCZWxARm37wRjXIlPnZCCzJE2FTofk-y1g01R2S9cNfcXcfaLv7ujcBtx6CEfw0gfa0NPG-YAFXR5C7vZInxHag8eWgi3oO4IHUyNdYb6zrnbbjpbO96sdmKquQm9xls5cXbuvo_bJItKJDzvvmhra0F2QsxLqFi__ckzWs_vV9DFaLB_m08kiyqVQIeI65UwbJg1oAFCaJyi0zHOpOJagEfsWm8Io4KVWkCWFSFBlRrJSZIUSY3L9620OZo_FpvHVHny3-T9F_ADTrWZg |
CitedBy_id | crossref_primary_10_3390_s25061668 crossref_primary_10_1097_ACO_0000000000001473 |
ContentType | Journal Article |
Copyright | Thieme. All rights reserved. |
Copyright_xml | – notice: Thieme. All rights reserved. |
DBID | NPM |
DOI | 10.1055/a-2315-8110 |
DatabaseName | PubMed |
DatabaseTitle | PubMed |
DatabaseTitleList | PubMed |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database |
DeliveryMethod | no_fulltext_linktorsrc |
EISSN | 1938-2480 |
ExternalDocumentID | 38677297 |
Genre | Clinical Trial |
GroupedDBID | --- 0R~ 29K 36B 4.4 5~~ AAIWL ABJNI ABZLV ACGFS ACNUY AENEX AEVEF AGCGI AHMBA AHRAW AHRSK AIVKU AJGCD AKJTW ALMA_UNASSIGNED_HOLDINGS C45 D-I DU5 EMB EXEOM F5P H13 IY8 NPM O9- OVD PQQKQ PZZ Q3R RTC RWL TAE TEORI |
ID | FETCH-LOGICAL-c324t-197109b03ba9aaa4916e293cc341efa9eec345bdb4a1f94a86d26e48b30f28d42 |
IngestDate | Mon Jul 21 06:08:28 EDT 2025 |
IsPeerReviewed | true |
IsScholarly | true |
Language | English |
License | Thieme. All rights reserved. |
LinkModel | OpenURL |
MergedId | FETCHMERGED-LOGICAL-c324t-197109b03ba9aaa4916e293cc341efa9eec345bdb4a1f94a86d26e48b30f28d42 |
ORCID | 0000-0003-3007-7538 0009-0002-0610-3919 |
PMID | 38677297 |
ParticipantIDs | pubmed_primary_38677297 |
PublicationCentury | 2000 |
PublicationDate | 2024-08-01 |
PublicationDateYYYYMMDD | 2024-08-01 |
PublicationDate_xml | – month: 08 year: 2024 text: 2024-08-01 day: 01 |
PublicationDecade | 2020 |
PublicationPlace | Germany |
PublicationPlace_xml | – name: Germany |
PublicationTitle | The Journal of knee surgery |
PublicationTitleAlternate | J Knee Surg |
PublicationYear | 2024 |
SSID | ssj0019284 |
Score | 2.3911679 |
Snippet | Improvement after knee arthroplasty (KA) is often measured using patient-reported outcome measures (PROMs). However, PROMs are limited due to their... |
SourceID | pubmed |
SourceType | Index Database |
Title | Stepping Up Recovery: Integrating Patient Reported Outcome Measures and Wearable Technology for Rehabilitation Following Knee Arthroplasty |
URI | https://www.ncbi.nlm.nih.gov/pubmed/38677297 |
hasFullText | |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT9wwELYWkCouiIq-6ENz6A25zSb2EveGEAiKVFDFqtyQ7dhVtduwElkh8RN64iczYzubLH2o7SWJYseyPF_sz-N5MPZW4hrvstJxIhdcmKrgpfCS02aiHKldWflg5ftpdDQWHy_kxWBw17Namjfmnb39pV_J_0gV36FcyUv2HyS7aBRf4DPKF68oYbz-lYzJRCv4O41nxP_IGjMEcDpOMSCo6CwGTk1MG-nl6bzBvuDfHLWDMUbzFwR8cKLqVO3BAPHzUiDvnUNEzdUNNXtSO0eafcqygAS8WTod7vzNAtOdUN3rnv91OLK6Dv6cIaPUzvHXWttoERYx5n3SzCJSJ26quyOn6bdJVAVPQ_LEhZb2RCP3DjqivWY-TQbLSZ2Ri4UxHa5GcQpWOAXnIuZ3-mmCzyTFwtAcaank5XC4VAtHePY9yLqgMH15tPz9c-mDaNtt0QpbwTslUiXtTzqVUriWJx9P7Mf7Xi_W2aP2ywf7k8BTzjfZRhp22ItoecwGrt5iP1qkwHgGLVI-QA8nkHACLU4g4QRanADiBFqcQIcTQJzAMk5ggRMgnEAfJ0_Y-PDgfP-Ipywc3CLZbvhQkbmuyQqjldZa4H7CIUe0FvmP81o5h0_SVEbooVdCl6MqHzlRmiLzeVmJ_Clbra9q95yBL7BaqStrrRMqy0zhrc-kLnZzaZwSL9izOHSXsxhq5bId1O3flrxk6x2MXrE1j_-2e41EsTFvgvTuAabob6A |
linkProvider | National Library of Medicine |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Stepping+Up+Recovery%3A+Integrating+Patient+Reported+Outcome+Measures+and+Wearable+Technology+for+Rehabilitation+Following+Knee+Arthroplasty&rft.jtitle=The+Journal+of+knee+surgery&rft.au=Pasqualini%2C+Ignacio&rft.au=Huffman%2C+Nickelas&rft.au=Klika%2C+Alison+K&rft.au=Kamath%2C+Atul+F&rft.date=2024-08-01&rft.eissn=1938-2480&rft_id=info:doi/10.1055%2Fa-2315-8110&rft_id=info%3Apmid%2F38677297&rft_id=info%3Apmid%2F38677297&rft.externalDocID=38677297 |