{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,3]],"date-time":"2026-11-03T11:02:48Z","timestamp":1793703768311,"version":"4.5.1"},"reference-count":39,"publisher":"Journal of Neurosurgery Publishing Group (JNSPG)","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,9,1]]},"abstract":"<jats:sec>\n<jats:title>OBJECTIVE<\/jats:title>\n<jats:p>Patient-reported outcome measures (PROMs) are the gold standard for assessing postoperative outcomes in spine surgery. However, PROMs are also limited by the inherent subjectivity of self-reported qualitative data. Recent literature has highlighted the utility of patient mobility data streamed from smartphone accelerometers as an objective measure of functional outcomes and complement to traditional PROMs. Still, for activity-based data to supplement existing PROMs, they must be validated against current metrics. In this study, the authors assessed the relationships and concordance between longitudinal smartphone-based mobility data and PROMs.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title>METHODS<\/jats:title>\n<jats:p>Patients receiving laminectomy (n = 21) or fusion (n = 10) between 2017 and 2022 were retrospectively included. Activity data (steps-per-day count) recorded in the Apple Health mobile application over a 2-year perioperative window were extracted and subsequently normalized to allow for intersubject comparison. PROMS, including the visual analog scale (VAS), Patient Reported Outcome Measurement Information System Pain Interference (PROMIS-PI), Oswestry Disability Index (ODI), and EQ-5D, collected at the preoperative and 6-week postoperative visits were retrospectively extracted from the electronic medical record. Correlations between PROMs and patient mobility were assessed and compared between patients who did and those who did not achieve the established minimal clinically important difference (MCID) for each measure.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title>RESULTS<\/jats:title>\n<jats:p>A total of 31 patients receiving laminectomy (n = 21) or fusion (n = 10) were included. Change between preoperative and 6-week postoperative VAS and PROMIS-PI scores demonstrated moderate (r = \u22120.46) and strong (r = \u22120.74) inverse correlations, respectively, with changes in normalized steps-per-day count. In cohorts of patients who achieved PROMIS-PI MCID postoperatively, indicating subjective improvement in pain, there was a 0.784 standard deviation increase in normalized steps per day, representing a 56.5% improvement (p = 0.027). Patients who did achieve the MCID of improvement in either PROMIS-PI or VAS after surgery were more likely to experience an earlier sustained improvement in physical activity commensurate to or greater than their preoperative baseline (p = 2.98 \u00d7 10<jats:sup>\u221218<\/jats:sup>) than non-MCID patients.<\/jats:p>\n<\/jats:sec>\n<jats:sec>\n<jats:title>CONCLUSIONS<\/jats:title>\n<jats:p>This study demonstrates a strong correlation between changes in mobility data extracted from patient smartphones and changes in PROMs following spine surgery. Further elucidating this relationship will allow for more robust supplementation of existing spine outcome measure tools with analyzed objective activity data.<\/jats:p>\n<\/jats:sec>","DOI":"10.3171\/2023.5.spine23336","type":"journal-article","created":{"date-parts":[[2023,5,27]],"date-time":"2023-05-27T16:14:37Z","timestamp":1685204077000},"page":"427-437","source":"Crossref","is-referenced-by-count":9,"title":["Defining the minimal clinically important difference in smartphone-based mobility after spine surgery: correlation of survey questionnaire to mobility data"],"prefix":"10.3171","volume":"39","author":[{"given":"Daksh","family":"Chauhan","sequence":"first","affiliation":[{"name":"Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hasan S.","family":"Ahmad","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert","family":"Subtirelu","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sai","family":"Mannam","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ryan","family":"Turlip","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kevin","family":"Bryan","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shreya","family":"Bathula","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yohannes","family":"Ghenbot","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrew I.","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael Y.","family":"Wang","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Miller School of Medicine at the University of Miami, Florida"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gregory","family":"Basil","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Miller School of Medicine at the University of Miami, Florida"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zarina S.","family":"Ali","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; and"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jang W.","family":"Yoon","sequence":"additional","affiliation":[{"name":"Department of Neurosurgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania; and"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1754","reference":[{"issue":"6","key":"b1","series-title":"Ann Transl Med","first-page":"299","article-title":"Global low back pain prevalence and years lived with disability from 1990 to 2017: estimates from the Global Burden of Disease Study 2017","volume":"8","author":"Wu A","year":"2020","unstructured":"Wu A, March L, Zheng X,  Global low back pain prevalence and years lived with disability from 1990 to 2017: estimates from the Global Burden of Disease Study 2017. 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Clin Spine Surg. 2018;31(7):E347\u2013E352."},{"issue":"suppl 1","key":"b38","series-title":"Neurosurgery","first-page":"71","article-title":"318 Classifying peri-operative course and outcomes in spine surgery using smartphone-based accelerometry","volume":"68","author":"Ahmad HS","year":"2022","unstructured":"Ahmad HS, Yang AI, Joshi DS,  318 Classifying peri-operative course and outcomes in spine surgery using smartphone-based accelerometry. Neurosurgery. 2022;68(suppl 1):71\u201372."},{"issue":"9","key":"b39","series-title":"Cureus","first-page":"e10326","article-title":"Patient participation with a mobile phone application for objective activity assessment before and after spinal fusion","volume":"12","author":"Sprau AC","year":"2020","unstructured":"Sprau AC, Basil G, Borowsky P, Yoon JW, Wang MY. Patient participation with a mobile phone application for objective activity assessment before and after spinal fusion. Cureus. 2020;12(9):e10326."}],"container-title":["Journal of Neurosurgery: Spine"],"original-title":[],"link":[{"URL":"https:\/\/thejns.org\/view\/journals\/j-neurosurg-spine\/39\/3\/article-p427.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/thejns.org\/downloadpdf\/journals\/j-neurosurg-spine\/39\/3\/article-p427.xml","content-type":"text\/html","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/thejns.org\/downloadpdf\/journals\/j-neurosurg-spine\/39\/3\/article-p427.xml","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,6]],"date-time":"2024-12-06T13:13:51Z","timestamp":1733490831000},"score":1,"resource":{"primary":{"URL":"https:\/\/thejns.org\/view\/journals\/j-neurosurg-spine\/39\/3\/article-p427.xml"}},"subtitle":["Presented at the 2023 AANS\/CNS Joint Section on Disorders of the Spine and Peripheral Nerves"],"short-title":[],"issued":{"date-parts":[[2023,9,1]]},"references-count":39,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.3171\/2023.5.spine23336","relation":{},"ISSN":["1547-5654"],"issn-type":[{"value":"1547-5654","type":"print"}],"subject":[],"published":{"date-parts":[[2023,9,1]]}}}