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Research ArticleMinimally Invasive Surgery

Patient and Surgeon Perceptions Regarding Microdiscectomy Surgery: A Cross-Sectional Analysis of Social Media Posts

Anastasios G. Roumeliotis, Peter R. Swiatek, Cody Goedderz, Priyanka Mathur, Yue Zhang, Erik B. Gerlach, Srikanth N. Divi, Wellington K. Hsu and Alpesh A. Patel
International Journal of Spine Surgery April 2023, 8450; DOI: https://doi.org/10.14444/8450
Anastasios G. Roumeliotis
1 Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
BS
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  • For correspondence: anastasios.roumeliotis@northwestern.edu
Peter R. Swiatek
1 Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
MD
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Cody Goedderz
1 Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
BS
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Priyanka Mathur
1 Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
BS
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Yue Zhang
1 Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
BS
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Erik B. Gerlach
1 Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
MD
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Srikanth N. Divi
1 Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
MD
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Wellington K. Hsu
1 Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
MD
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Alpesh A. Patel
1 Department of Orthopaedic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
MD, MBA
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  • Article
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  • Figure 1
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    Figure 1

    Examples of microdiscectomy-related social media content created by the authors of the present study to illustrate the types of posts included in the present study. (A) Patient expressing postoperative improvement in a positive tone. (B) Patient explaining complications following microdiscectomy surgery in a negative tone.

  • Figure 2
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    Figure 2

    Word cloud representation of the most common text shared in microdiscectomy-related posts.

Tables

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    Table 1

    Summary microdiscectomy Instagram post content (N = 1500).

    Shared Content Characteristics n (%)
    Type of media
     Text15 (1.0)
     Video + photo + text42 (2.8)
     Video + text257 (17.1)
     Photo + text1186 (79.1)
    Original poster
     Patient1094 (72.9)
     Family/friend of patient11 (0.7)
     Spine surgeon or group353 (23.5)
     Other health care professionals6 (0.4)
     Physical therapist16 (1.1)
     Hospital10 (0.7)
     Industry10 (0.7)
    Sex
     Male736 (49.1)
     Female745 (49.7)
     Not applicable19 (1.3)
    Region
     Northeast64 (21.7)
     Midwest38 (7.0)
     South176 (27.8)
     West307 (20.6)
     Non-United States915 (23.0)
    Phase of care
     Preoperative36 (4.3)
     Postoperative1012 (67.5)
     Perioperative (<1 wk before operation)55 (3.7)
     Perioperative (<1 wk after operation)277 (18.5)
     Nonoperative120 (8.0)
    Depiction of post
     Article/poster/advertisement57 (3.8)
     Clinic scene117 (7.8)
     Operating room scene132 (8.8)
     Imaging109 (7.3)
     Surgical incision site26 (1.7)
     Surgical technique16 (1.1)
     Daily activity854 (56.9)
     Work17 (1.1)
     Sport65 (4.3)
     Physical therapy43 (2.9)
     Medication2 (0.1)
     Other62 (4.1)
    Caption primary reference
     Article/poster/advertisement60 (4.0)
     Clinic scene46 (3.1)
     Operating room scene102 (6.8)
     Imaging95 (6.3)
     Surgical site20 (1.3)
     Surgical technique49 (3.3)
     Return to daily activity908 (60.5)
     Return to work16 (1.1)
     Return to sport66 (4.4)
     Physical therapy44 (2.9)
     Medication5 (0.3)
     Other89 (5.9)
    Tone of post
     Positive1177 (78.5)
     Negative34 (2.3)
     Neutral289 (19.3)
    Post satisfaction status with outcome
     Satisfaction690 (53.5)
     Dissatisfaction12 (0.9)
    • View popup
    Table 2

    Comparison of user demographics and tone of post.

    Demographic VariablePositive/Neutral PostNegative Post P Value
    Poster<0.0001
     Medical personnela 372 (99.5)2 (0.5)
     Patient/family/friend1056 (93.6)32 (6.4)
     Otherb 18 (100.0)0 (0.0)
    Sex<0.0001
     Male733 (99.6)8 (0.4)
     Female729 (94.0)26 (6.0)
    Region<0.0001
     Africa2 (91.7)1 (8.3)
     Asia24 (99.1)3 (9.9)
     Europe467 (93.5)8 (6.5)
     North America605 (95.7)20 (4.3)
     Oceania174 (100.0)0 (0.0)
     South America34 (97.1)0 (0.0)
    Phase of care<0.0001
     Preoperative31 (85.7)4 (14.3)
     Perioperative325 (95.7)5 (4.3)
     Postoperative974 (94.5)23 (5.5)
     Nonperioperative116 (98.2)2 (1.8)
    • Note: Data presented as n (%).

    • ↵a Includes spine surgeon or group, nonspine surgeon physician, therapist, nurse, and physician assistant.

    • ↵b Includes hospital, law group, and implant manufacturer.

    • View popup
    Table 3

    Analysis of post content by user.

    UserArticle, Poster, AdvertisementClinic SceneImagingSurgical SiteOperating Room SceneDaily ActivityWorkSportSurgical Device/TechniquePhysical Therapy P Value
    Patients13 (1.3)50 (4.8)11 (1.1)24 (2.3)6 (0.6)793 (76.9)17 (1.6)64 (6.2)1 (0.1)27 (2.6)<0.0001
    Medical professionals36 (10.0)61 (16.9)95 (26.3)0 (0.0)126 (34.9)16 (4.4)0 (0.0)0 (0.0)13 (3.6)14 (3.9)
    Other7 (28.0)2 (8.0)1 (4.0)0 (0.0)0 (0.0)12 (48.0)0 (0.0)1 (4.0)1 (4.0)1 (4.0)
    • Note: Data presented as n (%).

    • View popup
    Table 4

    Univariate and multivariate subanalysis of patient posts with positive tone.a

    VariableUnivariate OR (95% CI) P ValueMultivariate OR (95% CI) P Value
    Male sexb ->0.05->0.05
    Postoperativec 3.69 (2.27, 6.01)<0.00012.07 (1.17, 3.67)0.013
    Lifestyled 4.31 (2.72, 6.81)<0.00013.14 (1.85, 5.33)<0.0001
    • ↵a Positive tone vs nonpositive tone.

    • ↵b Male vs female sex.

    • ↵c Postoperative vs nonpostoperative.

    • ↵d Lifestyle (daily activity, sport, and work) vs medical (article/poster/advertisement, imaging, incision, clinic scene, operating room scene, and medication).

    • View popup
    Table 5

    Univariate and multivariate subanalysis of spine surgeon posts with positive tone.a

    VariableUnivariate OR (95% CI) P ValueMultivariate OR (95% CI) P Value
    Male sexb ->0.05->0.05
    Postoperativec 8.97 (2.64, 30.48)0.00045.27 (1.49, 18.70)0.01
    Lifestyled ->0.05->0.05
    • ↵a Positive tone vs nonpositive tone.

    • ↵b Male vs female sex.

    • ↵c Postoperative vs nonpostoperative.

    • ↵d Lifestyle (daily activity, sport, and work) vs medical (article/poster/advertisement, imaging, incision, clinic scene, OR scene, and medication).

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International Journal of Spine Surgery: 19 (S2)
International Journal of Spine Surgery
Vol. 19, Issue S2
1 Apr 2025
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Patient and Surgeon Perceptions Regarding Microdiscectomy Surgery: A Cross-Sectional Analysis of Social Media Posts
Anastasios G. Roumeliotis, Peter R. Swiatek, Cody Goedderz, Priyanka Mathur, Yue Zhang, Erik B. Gerlach, Srikanth N. Divi, Wellington K. Hsu, Alpesh A. Patel
International Journal of Spine Surgery Apr 2023, 8450; DOI: 10.14444/8450

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Patient and Surgeon Perceptions Regarding Microdiscectomy Surgery: A Cross-Sectional Analysis of Social Media Posts
Anastasios G. Roumeliotis, Peter R. Swiatek, Cody Goedderz, Priyanka Mathur, Yue Zhang, Erik B. Gerlach, Srikanth N. Divi, Wellington K. Hsu, Alpesh A. Patel
International Journal of Spine Surgery Apr 2023, 8450; DOI: 10.14444/8450
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