TY - JOUR
T1 - Modern Internet Search Analytics
T2 - Is There a Difference in What Patients are Searching Regarding the Operative and Nonoperative Management of Scoliosis?
AU - Mastrokostas, Paul G.
AU - Mastrokostas, Leonidas E.
AU - Emara, Ahmed K.
AU - Wellington, Ian J.
AU - Ginalis, Elizabeth
AU - Houten, John K.
AU - Khalsa, Amrit S.
AU - Saleh, Ahmed
AU - Razi, Afshin E.
AU - Ng, Mitchell K.
N1 - Publisher Copyright:
© The Author(s) 2024.
PY - 2025/1
Y1 - 2025/1
N2 - Study Design: Observational Study. Objectives: This study aimed to investigate the most searched types of questions and online resources implicated in the operative and nonoperative management of scoliosis. Methods: Six terms related to operative and nonoperative scoliosis treatment were searched on Google’s People Also Ask section on October 12, 2023. The Rothwell classification was used to sort questions into fact, policy, or value categories, and associated websites were classified by type. Fischer’s exact tests compared question type and websites encountered between operative and nonoperative questions. Statistical significance was set at the.05 level. Results: The most common questions concerning operative and nonoperative management were fact (53.4%) and value (35.5%) questions, respectively. The most common subcategory pertaining to operative and nonoperative questions were specific activities/restrictions (21.7%) and evaluation of treatment (33.3%), respectively. Questions on indications/management (13.2% vs 31.2%, P <.001) and evaluation of treatment (10.1% vs 33.3%, P <.001) were associated with nonoperative scoliosis management. Medical practice websites were the most common website to which questions concerning operative (31.9%) and nonoperative (51.4%) management were directed to. Operative questions were more likely to be directed to academic websites (21.7% vs 10.0%, P =.037) and less likely to be directed to medical practice websites (31.9% vs 51.4%, P =.007) than nonoperative questions. Conclusions: During scoliosis consultations, spine surgeons should emphasize the postoperative recovery process and efficacy of conservative treatment modalities for the operative and nonoperative management of scoliosis, respectively. Future research should assess the impact of website encounters on patients’ decision-making.
AB - Study Design: Observational Study. Objectives: This study aimed to investigate the most searched types of questions and online resources implicated in the operative and nonoperative management of scoliosis. Methods: Six terms related to operative and nonoperative scoliosis treatment were searched on Google’s People Also Ask section on October 12, 2023. The Rothwell classification was used to sort questions into fact, policy, or value categories, and associated websites were classified by type. Fischer’s exact tests compared question type and websites encountered between operative and nonoperative questions. Statistical significance was set at the.05 level. Results: The most common questions concerning operative and nonoperative management were fact (53.4%) and value (35.5%) questions, respectively. The most common subcategory pertaining to operative and nonoperative questions were specific activities/restrictions (21.7%) and evaluation of treatment (33.3%), respectively. Questions on indications/management (13.2% vs 31.2%, P <.001) and evaluation of treatment (10.1% vs 33.3%, P <.001) were associated with nonoperative scoliosis management. Medical practice websites were the most common website to which questions concerning operative (31.9%) and nonoperative (51.4%) management were directed to. Operative questions were more likely to be directed to academic websites (21.7% vs 10.0%, P =.037) and less likely to be directed to medical practice websites (31.9% vs 51.4%, P =.007) than nonoperative questions. Conclusions: During scoliosis consultations, spine surgeons should emphasize the postoperative recovery process and efficacy of conservative treatment modalities for the operative and nonoperative management of scoliosis, respectively. Future research should assess the impact of website encounters on patients’ decision-making.
KW - bracing
KW - machine learning
KW - natural language processing
KW - online health information
KW - patient education
KW - scoliosis
KW - search analytics
KW - spinal fusion
UR - http://www.scopus.com/inward/record.url?scp=85190534418&partnerID=8YFLogxK
U2 - 10.1177/21925682241248110
DO - 10.1177/21925682241248110
M3 - Article
AN - SCOPUS:85190534418
SN - 2192-5682
VL - 15
SP - 103
EP - 111
JO - Global Spine Journal
JF - Global Spine Journal
IS - 1
ER -